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log-08-16-2.txt
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log-08-16-2.txt
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wandb: Currently logged in as: bluesaiyancodes. Use `wandb login --relogin` to force relogin
wandb: Tracking run with wandb version 0.15.8
wandb: Run data is saved locally in /home/blue/projects/MoNuSeg/wandb/run-20230816_142111-mannn3te
wandb: Run `wandb offline` to turn off syncing.
wandb: Syncing run fancy-glitter-28
wandb: ⭐️ View project at https://wandb.ai/bluesaiyancodes/monunet-segmenation
wandb: 🚀 View run at https://wandb.ai/bluesaiyancodes/monunet-segmenation/runs/mannn3te
PreRun: Creating required directories
Directory Outputs/ already exists
Directory log/ already exists
PreRun: generating experiment config file
Using cuda device
configuring data loaders
configuring model - EluNet
saving model summary
logging parameters
starting training
0%| | 0/27 [00:00<?, ?it/s]Epoch 0/100: 0%| | 0/27 [00:00<?, ?it/s]Epoch 0/100: 4%|▎ | 1/27 [00:00<00:24, 1.05it/s]Epoch 0/100: 7%|▋ | 2/27 [00:01<00:15, 1.66it/s]Epoch 0/100: 11%|█ | 3/27 [00:01<00:11, 2.00it/s]Epoch 0/100: 15%|█▍ | 4/27 [00:02<00:10, 2.23it/s]Epoch 0/100: 19%|█▊ | 5/27 [00:02<00:09, 2.40it/s]Epoch 0/100: 22%|██▏ | 6/27 [00:02<00:08, 2.58it/s]Epoch 0/100: 26%|██▌ | 7/27 [00:03<00:07, 2.55it/s]Epoch 0/100: 30%|██▉ | 8/27 [00:03<00:07, 2.59it/s]Epoch 0/100: 33%|███▎ | 9/27 [00:03<00:06, 2.63it/s]Epoch 0/100: 37%|███▋ | 10/27 [00:04<00:06, 2.66it/s]Epoch 0/100: 41%|████ | 11/27 [00:04<00:05, 2.69it/s]Epoch 0/100: 44%|████▍ | 12/27 [00:04<00:05, 2.80it/s]Epoch 0/100: 48%|████▊ | 13/27 [00:05<00:05, 2.79it/s]Epoch 0/100: 52%|█████▏ | 14/27 [00:05<00:04, 2.80it/s]Epoch 0/100: 56%|█████▌ | 15/27 [00:06<00:04, 2.78it/s]Epoch 0/100: 59%|█████▉ | 16/27 [00:06<00:03, 2.78it/s]Epoch 0/100: 63%|██████▎ | 17/27 [00:06<00:03, 2.74it/s]Epoch 0/100: 67%|██████▋ | 18/27 [00:07<00:03, 2.72it/s]Epoch 0/100: 70%|███████ | 19/27 [00:07<00:02, 2.72it/s]Epoch 0/100: 74%|███████▍ | 20/27 [00:07<00:02, 2.76it/s]Epoch 0/100: 78%|███████▊ | 21/27 [00:08<00:02, 2.74it/s]Epoch 0/100: 81%|████████▏ | 22/27 [00:08<00:01, 2.72it/s]Epoch 0/100: 85%|████████▌ | 23/27 [00:08<00:01, 2.71it/s]Epoch 0/100: 89%|████████▉ | 24/27 [00:09<00:01, 2.76it/s]Epoch 0/100: 93%|█████████▎| 25/27 [00:09<00:00, 2.75it/s]Epoch 0/100: 96%|█████████▋| 26/27 [00:10<00:00, 2.78it/s]Epoch 0/100: 100%|██████████| 27/27 [00:10<00:00, 2.79it/s]Epoch 0/100: 100%|██████████| 27/27 [00:10<00:00, 2.59it/s]
train_loss: 0.38315977763246606
train_mIoU: 0.3541600404698543
train_accuracy: 0.5621041545161495
0%| | 0/47 [00:00<?, ?it/s]Epoch 0/100: 0%| | 0/47 [00:00<?, ?it/s]Epoch 0/100: 2%|▏ | 1/47 [00:00<00:12, 3.69it/s]Epoch 0/100: 13%|█▎ | 6/47 [00:00<00:02, 18.43it/s]Epoch 0/100: 28%|██▊ | 13/47 [00:00<00:01, 33.17it/s]Epoch 0/100: 38%|███▊ | 18/47 [00:00<00:00, 36.20it/s]Epoch 0/100: 49%|████▉ | 23/47 [00:00<00:00, 39.40it/s]Epoch 0/100: 62%|██████▏ | 29/47 [00:00<00:00, 45.06it/s]Epoch 0/100: 72%|███████▏ | 34/47 [00:00<00:00, 45.46it/s]Epoch 0/100: 83%|████████▎ | 39/47 [00:01<00:00, 44.65it/s]Epoch 0/100: 94%|█████████▎| 44/47 [00:01<00:00, 45.36it/s]Epoch 0/100: 100%|██████████| 47/47 [00:01<00:00, 37.99it/s]
val_loss: 0.39622257174329556
val_mIoU: 0.3577999066910704
val_accuracy: 0.6986333968791556
saving model
0%| | 0/27 [00:00<?, ?it/s]Epoch 1/100: 0%| | 0/27 [00:00<?, ?it/s]Epoch 1/100: 4%|▎ | 1/27 [00:00<00:11, 2.23it/s]Epoch 1/100: 7%|▋ | 2/27 [00:00<00:10, 2.35it/s]Epoch 1/100: 11%|█ | 3/27 [00:01<00:09, 2.41it/s]Epoch 1/100: 15%|█▍ | 4/27 [00:01<00:09, 2.44it/s]Epoch 1/100: 19%|█▊ | 5/27 [00:02<00:08, 2.45it/s]Epoch 1/100: 22%|██▏ | 6/27 [00:02<00:08, 2.46it/s]Epoch 1/100: 26%|██▌ | 7/27 [00:02<00:08, 2.48it/s]Epoch 1/100: 30%|██▉ | 8/27 [00:03<00:07, 2.49it/s]Epoch 1/100: 33%|███▎ | 9/27 [00:03<00:07, 2.51it/s]Epoch 1/100: 37%|███▋ | 10/27 [00:04<00:06, 2.48it/s]Epoch 1/100: 41%|████ | 11/27 [00:04<00:06, 2.52it/s]Epoch 1/100: 44%|████▍ | 12/27 [00:04<00:06, 2.50it/s]Epoch 1/100: 48%|████▊ | 13/27 [00:05<00:05, 2.49it/s]Epoch 1/100: 52%|█████▏ | 14/27 [00:05<00:05, 2.46it/s]Epoch 1/100: 56%|█████▌ | 15/27 [00:06<00:04, 2.45it/s]Epoch 1/100: 59%|█████▉ | 16/27 [00:06<00:04, 2.45it/s]Epoch 1/100: 63%|██████▎ | 17/27 [00:06<00:04, 2.45it/s]Epoch 1/100: 67%|██████▋ | 18/27 [00:07<00:03, 2.44it/s]Epoch 1/100: 70%|███████ | 19/27 [00:07<00:03, 2.42it/s]Epoch 1/100: 74%|███████▍ | 20/27 [00:08<00:02, 2.41it/s]Epoch 1/100: 78%|███████▊ | 21/27 [00:08<00:02, 2.39it/s]Epoch 1/100: 81%|████████▏ | 22/27 [00:09<00:02, 2.29it/s]Epoch 1/100: 85%|████████▌ | 23/27 [00:09<00:01, 2.26it/s]Epoch 1/100: 89%|████████▉ | 24/27 [00:10<00:01, 2.21it/s]Epoch 1/100: 93%|█████████▎| 25/27 [00:10<00:00, 2.07it/s]Epoch 1/100: 96%|█████████▋| 26/27 [00:11<00:00, 2.05it/s]Epoch 1/100: 100%|██████████| 27/27 [00:11<00:00, 2.05it/s]Epoch 1/100: 100%|██████████| 27/27 [00:11<00:00, 2.33it/s]
train_loss: 0.38270927910451535
train_mIoU: 0.35478802280076815
train_accuracy: 0.5636605863217954
0%| | 0/47 [00:00<?, ?it/s]Epoch 1/100: 0%| | 0/47 [00:00<?, ?it/s]Epoch 1/100: 2%|▏ | 1/47 [00:00<00:06, 7.43it/s]Epoch 1/100: 13%|█▎ | 6/47 [00:00<00:01, 27.69it/s]Epoch 1/100: 23%|██▎ | 11/47 [00:00<00:01, 34.07it/s]Epoch 1/100: 34%|███▍ | 16/47 [00:00<00:00, 37.81it/s]Epoch 1/100: 47%|████▋ | 22/47 [00:00<00:00, 43.20it/s]Epoch 1/100: 57%|█████▋ | 27/47 [00:00<00:00, 42.10it/s]Epoch 1/100: 68%|██████▊ | 32/47 [00:00<00:00, 40.76it/s]Epoch 1/100: 81%|████████ | 38/47 [00:00<00:00, 45.93it/s]Epoch 1/100: 91%|█████████▏| 43/47 [00:01<00:00, 46.63it/s]Epoch 1/100: 100%|██████████| 47/47 [00:01<00:00, 39.79it/s]
val_loss: 0.38873662086243327
val_mIoU: 0.3650101872461411
val_accuracy: 0.6071007911195146
0%| | 0/27 [00:00<?, ?it/s]Epoch 2/100: 0%| | 0/27 [00:00<?, ?it/s]Epoch 2/100: 4%|▎ | 1/27 [00:00<00:11, 2.23it/s]Epoch 2/100: 7%|▋ | 2/27 [00:00<00:09, 2.57it/s]Epoch 2/100: 11%|█ | 3/27 [00:01<00:08, 2.74it/s]Epoch 2/100: 15%|█▍ | 4/27 [00:01<00:08, 2.69it/s]Epoch 2/100: 19%|█▊ | 5/27 [00:01<00:07, 2.81it/s]Epoch 2/100: 22%|██▏ | 6/27 [00:02<00:07, 2.79it/s]Epoch 2/100: 26%|██▌ | 7/27 [00:02<00:07, 2.77it/s]Epoch 2/100: 30%|██▉ | 8/27 [00:02<00:06, 2.75it/s]Epoch 2/100: 33%|███▎ | 9/27 [00:03<00:06, 2.73it/s]Epoch 2/100: 37%|███▋ | 10/27 [00:03<00:06, 2.75it/s]Epoch 2/100: 41%|████ | 11/27 [00:04<00:05, 2.73it/s]Epoch 2/100: 44%|████▍ | 12/27 [00:04<00:05, 2.70it/s]Epoch 2/100: 48%|████▊ | 13/27 [00:04<00:05, 2.72it/s]Epoch 2/100: 52%|█████▏ | 14/27 [00:05<00:04, 2.75it/s]Epoch 2/100: 56%|█████▌ | 15/27 [00:05<00:04, 2.74it/s]Epoch 2/100: 59%|█████▉ | 16/27 [00:05<00:04, 2.69it/s]Epoch 2/100: 63%|██████▎ | 17/27 [00:06<00:03, 2.66it/s]Epoch 2/100: 67%|██████▋ | 18/27 [00:06<00:03, 2.73it/s]Epoch 2/100: 70%|███████ | 19/27 [00:06<00:02, 2.76it/s]Epoch 2/100: 74%|███████▍ | 20/27 [00:07<00:02, 2.77it/s]Epoch 2/100: 78%|███████▊ | 21/27 [00:07<00:02, 2.74it/s]Epoch 2/100: 81%|████████▏ | 22/27 [00:08<00:01, 2.65it/s]Epoch 2/100: 85%|████████▌ | 23/27 [00:08<00:01, 2.58it/s]Epoch 2/100: 89%|████████▉ | 24/27 [00:08<00:01, 2.53it/s]Epoch 2/100: 93%|█████████▎| 25/27 [00:09<00:00, 2.48it/s]Epoch 2/100: 96%|█████████▋| 26/27 [00:09<00:00, 2.45it/s]Epoch 2/100: 100%|██████████| 27/27 [00:10<00:00, 2.43it/s]Epoch 2/100: 100%|██████████| 27/27 [00:10<00:00, 2.64it/s]
train_loss: 0.38226667598441794
train_mIoU: 0.35526109904747283
train_accuracy: 0.5646157441315828
0%| | 0/47 [00:00<?, ?it/s]Epoch 2/100: 0%| | 0/47 [00:00<?, ?it/s]Epoch 2/100: 2%|▏ | 1/47 [00:00<00:06, 7.26it/s]Epoch 2/100: 11%|█ | 5/47 [00:00<00:01, 23.26it/s]Epoch 2/100: 21%|██▏ | 10/47 [00:00<00:01, 32.18it/s]Epoch 2/100: 32%|███▏ | 15/47 [00:00<00:00, 35.34it/s]Epoch 2/100: 43%|████▎ | 20/47 [00:00<00:00, 39.31it/s]Epoch 2/100: 53%|█████▎ | 25/47 [00:00<00:00, 41.32it/s]Epoch 2/100: 64%|██████▍ | 30/47 [00:00<00:00, 43.42it/s]Epoch 2/100: 77%|███████▋ | 36/47 [00:00<00:00, 45.63it/s]Epoch 2/100: 87%|████████▋ | 41/47 [00:01<00:00, 44.26it/s]Epoch 2/100: 98%|█████████▊| 46/47 [00:01<00:00, 43.10it/s]Epoch 2/100: 100%|██████████| 47/47 [00:01<00:00, 38.24it/s]
val_loss: 0.38528416258223513
val_mIoU: 0.3647946603642688
val_accuracy: 0.606152798267121
0%| | 0/27 [00:00<?, ?it/s]Epoch 3/100: 0%| | 0/27 [00:00<?, ?it/s]Epoch 3/100: 4%|▎ | 1/27 [00:00<00:12, 2.11it/s]Epoch 3/100: 7%|▋ | 2/27 [00:00<00:10, 2.45it/s]Epoch 3/100: 11%|█ | 3/27 [00:01<00:09, 2.63it/s]Epoch 3/100: 15%|█▍ | 4/27 [00:01<00:08, 2.64it/s]Epoch 3/100: 19%|█▊ | 5/27 [00:01<00:08, 2.72it/s]Epoch 3/100: 22%|██▏ | 6/27 [00:02<00:07, 2.76it/s]Epoch 3/100: 26%|██▌ | 7/27 [00:02<00:07, 2.75it/s]Epoch 3/100: 30%|██▉ | 8/27 [00:02<00:06, 2.77it/s]Epoch 3/100: 33%|███▎ | 9/27 [00:03<00:06, 2.73it/s]Epoch 3/100: 37%|███▋ | 10/27 [00:03<00:06, 2.78it/s]Epoch 3/100: 41%|████ | 11/27 [00:04<00:05, 2.73it/s]Epoch 3/100: 44%|████▍ | 12/27 [00:04<00:05, 2.77it/s]Epoch 3/100: 48%|████▊ | 13/27 [00:04<00:05, 2.76it/s]Epoch 3/100: 52%|█████▏ | 14/27 [00:05<00:04, 2.85it/s]Epoch 3/100: 56%|█████▌ | 15/27 [00:05<00:04, 2.81it/s]Epoch 3/100: 59%|█████▉ | 16/27 [00:05<00:04, 2.75it/s]Epoch 3/100: 63%|██████▎ | 17/27 [00:06<00:03, 2.74it/s]Epoch 3/100: 67%|██████▋ | 18/27 [00:06<00:03, 2.76it/s]Epoch 3/100: 70%|███████ | 19/27 [00:06<00:02, 2.71it/s]Epoch 3/100: 74%|███████▍ | 20/27 [00:07<00:02, 2.73it/s]Epoch 3/100: 78%|███████▊ | 21/27 [00:07<00:02, 2.77it/s]Epoch 3/100: 81%|████████▏ | 22/27 [00:08<00:01, 2.74it/s]Epoch 3/100: 85%|████████▌ | 23/27 [00:08<00:01, 2.71it/s]Epoch 3/100: 89%|████████▉ | 24/27 [00:08<00:01, 2.79it/s]Epoch 3/100: 93%|█████████▎| 25/27 [00:09<00:00, 2.84it/s]Epoch 3/100: 96%|█████████▋| 26/27 [00:09<00:00, 2.83it/s]Epoch 3/100: 100%|██████████| 27/27 [00:09<00:00, 2.83it/s]Epoch 3/100: 100%|██████████| 27/27 [00:09<00:00, 2.74it/s]
train_loss: 0.3818277230969182
train_mIoU: 0.3556577288445839
train_accuracy: 0.565399169921875
0%| | 0/47 [00:00<?, ?it/s]Epoch 3/100: 0%| | 0/47 [00:00<?, ?it/s]Epoch 3/100: 2%|▏ | 1/47 [00:00<00:06, 7.20it/s]Epoch 3/100: 11%|█ | 5/47 [00:00<00:01, 23.22it/s]Epoch 3/100: 21%|██▏ | 10/47 [00:00<00:01, 33.24it/s]Epoch 3/100: 34%|███▍ | 16/47 [00:00<00:00, 40.22it/s]Epoch 3/100: 45%|████▍ | 21/47 [00:00<00:00, 40.01it/s]Epoch 3/100: 55%|█████▌ | 26/47 [00:00<00:00, 41.51it/s]Epoch 3/100: 70%|███████ | 33/47 [00:00<00:00, 49.25it/s]Epoch 3/100: 83%|████████▎ | 39/47 [00:00<00:00, 47.57it/s]Epoch 3/100: 94%|█████████▎| 44/47 [00:01<00:00, 46.06it/s]Epoch 3/100: 100%|██████████| 47/47 [00:01<00:00, 40.53it/s]
val_loss: 0.38435654817743503
val_mIoU: 0.365677186240147
val_accuracy: 0.610519084524601
0%| | 0/27 [00:00<?, ?it/s]Epoch 4/100: 0%| | 0/27 [00:00<?, ?it/s]Epoch 4/100: 4%|▎ | 1/27 [00:00<00:12, 2.02it/s]Epoch 4/100: 7%|▋ | 2/27 [00:00<00:11, 2.26it/s]Epoch 4/100: 11%|█ | 3/27 [00:01<00:10, 2.30it/s]Epoch 4/100: 15%|█▍ | 4/27 [00:01<00:09, 2.37it/s]Epoch 4/100: 19%|█▊ | 5/27 [00:02<00:09, 2.43it/s]Epoch 4/100: 22%|██▏ | 6/27 [00:02<00:08, 2.44it/s]Epoch 4/100: 26%|██▌ | 7/27 [00:02<00:08, 2.48it/s]Epoch 4/100: 30%|██▉ | 8/27 [00:03<00:07, 2.58it/s]Epoch 4/100: 33%|███▎ | 9/27 [00:03<00:06, 2.67it/s]Epoch 4/100: 37%|███▋ | 10/27 [00:03<00:06, 2.69it/s]Epoch 4/100: 41%|████ | 11/27 [00:04<00:05, 2.73it/s]Epoch 4/100: 44%|████▍ | 12/27 [00:04<00:05, 2.77it/s]Epoch 4/100: 48%|████▊ | 13/27 [00:05<00:04, 2.82it/s]Epoch 4/100: 52%|█████▏ | 14/27 [00:05<00:04, 2.82it/s]Epoch 4/100: 56%|█████▌ | 15/27 [00:05<00:04, 2.76it/s]Epoch 4/100: 59%|█████▉ | 16/27 [00:06<00:04, 2.71it/s]Epoch 4/100: 63%|██████▎ | 17/27 [00:06<00:03, 2.74it/s]Epoch 4/100: 67%|██████▋ | 18/27 [00:06<00:03, 2.78it/s]Epoch 4/100: 70%|███████ | 19/27 [00:07<00:02, 2.77it/s]Epoch 4/100: 74%|███████▍ | 20/27 [00:07<00:02, 2.73it/s]Epoch 4/100: 78%|███████▊ | 21/27 [00:07<00:02, 2.73it/s]Epoch 4/100: 81%|████████▏ | 22/27 [00:08<00:01, 2.74it/s]Epoch 4/100: 85%|████████▌ | 23/27 [00:08<00:01, 2.76it/s]Epoch 4/100: 89%|████████▉ | 24/27 [00:09<00:01, 2.81it/s]Epoch 4/100: 93%|█████████▎| 25/27 [00:09<00:00, 2.74it/s]Epoch 4/100: 96%|█████████▋| 26/27 [00:09<00:00, 2.79it/s]Epoch 4/100: 100%|██████████| 27/27 [00:10<00:00, 2.80it/s]Epoch 4/100: 100%|██████████| 27/27 [00:10<00:00, 2.66it/s]
train_loss: 0.3813951743973626
train_mIoU: 0.3559165413154718
train_accuracy: 0.5658789387455693
0%| | 0/47 [00:00<?, ?it/s]Epoch 4/100: 0%| | 0/47 [00:00<?, ?it/s]Epoch 4/100: 2%|▏ | 1/47 [00:00<00:06, 7.62it/s]Epoch 4/100: 11%|█ | 5/47 [00:00<00:01, 23.85it/s]Epoch 4/100: 19%|█▉ | 9/47 [00:00<00:01, 28.97it/s]Epoch 4/100: 30%|██▉ | 14/47 [00:00<00:00, 34.48it/s]Epoch 4/100: 38%|███▊ | 18/47 [00:00<00:00, 36.14it/s]Epoch 4/100: 49%|████▉ | 23/47 [00:00<00:00, 38.76it/s]Epoch 4/100: 60%|█████▉ | 28/47 [00:00<00:00, 41.78it/s]Epoch 4/100: 70%|███████ | 33/47 [00:00<00:00, 44.23it/s]Epoch 4/100: 81%|████████ | 38/47 [00:00<00:00, 44.87it/s]Epoch 4/100: 91%|█████████▏| 43/47 [00:01<00:00, 43.48it/s]Epoch 4/100: 100%|██████████| 47/47 [00:01<00:00, 38.21it/s]
val_loss: 0.38371952163412215
val_mIoU: 0.3663532003750276
val_accuracy: 0.6137640121135306
0%| | 0/27 [00:00<?, ?it/s]Epoch 5/100: 0%| | 0/27 [00:00<?, ?it/s]Epoch 5/100: 4%|▎ | 1/27 [00:00<00:12, 2.01it/s]Epoch 5/100: 7%|▋ | 2/27 [00:00<00:11, 2.26it/s]Epoch 5/100: 11%|█ | 3/27 [00:01<00:10, 2.34it/s]Epoch 5/100: 15%|█▍ | 4/27 [00:01<00:10, 2.27it/s]Epoch 5/100: 19%|█▊ | 5/27 [00:02<00:09, 2.35it/s]Epoch 5/100: 22%|██▏ | 6/27 [00:02<00:08, 2.44it/s]Epoch 5/100: 26%|██▌ | 7/27 [00:02<00:07, 2.56it/s]Epoch 5/100: 30%|██▉ | 8/27 [00:03<00:07, 2.62it/s]Epoch 5/100: 33%|███▎ | 9/27 [00:03<00:06, 2.68it/s]Epoch 5/100: 37%|███▋ | 10/27 [00:03<00:06, 2.74it/s]Epoch 5/100: 41%|████ | 11/27 [00:04<00:05, 2.74it/s]Epoch 5/100: 44%|████▍ | 12/27 [00:04<00:05, 2.75it/s]Epoch 5/100: 48%|████▊ | 13/27 [00:05<00:05, 2.76it/s]Epoch 5/100: 52%|█████▏ | 14/27 [00:05<00:04, 2.77it/s]Epoch 5/100: 56%|█████▌ | 15/27 [00:05<00:04, 2.74it/s]