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log-08-25.txt
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log-08-25.txt
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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
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[01:19<00:10, 3.05it/s]Epoch 0/50: 89%|████████▉ | 238/268 [01:19<00:09, 3.05it/s]Epoch 0/50: 89%|████████▉ | 239/268 [01:19<00:09, 3.00it/s]Epoch 0/50: 90%|████████▉ | 240/268 [01:20<00:09, 2.99it/s]Epoch 0/50: 90%|████████▉ | 241/268 [01:20<00:08, 3.01it/s]Epoch 0/50: 90%|█████████ | 242/268 [01:20<00:08, 3.00it/s]Epoch 0/50: 91%|█████████ | 243/268 [01:21<00:08, 2.97it/s]Epoch 0/50: 91%|█████████ | 244/268 [01:21<00:08, 3.00it/s]Epoch 0/50: 91%|█████████▏| 245/268 [01:21<00:07, 3.00it/s]Epoch 0/50: 92%|█████████▏| 246/268 [01:22<00:07, 3.00it/s]Epoch 0/50: 92%|█████████▏| 247/268 [01:22<00:07, 2.96it/s]Epoch 0/50: 93%|█████████▎| 248/268 [01:22<00:06, 3.00it/s]Epoch 0/50: 93%|█████████▎| 249/268 [01:23<00:06, 3.00it/s]Epoch 0/50: 93%|█████████▎| 250/268 [01:23<00:05, 3.03it/s]Epoch 0/50: 94%|█████████▎| 251/268 [01:23<00:05, 3.05it/s]Epoch 0/50: 94%|█████████▍| 252/268 [01:24<00:05, 3.04it/s]Epoch 0/50: 94%|█████████▍| 253/268 [01:24<00:04, 3.01it/s]Epoch 0/50: 95%|█████████▍| 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train_loss: 0.7482700285626881
train_mIoU: 0.3503288812861132
train_accuracy: 0.5576911512326703
0%| | 0/475 [00:00<?, ?it/s]Epoch 0/50: 0%| | 0/475 [00:00<?, ?it/s]Epoch 0/50: 0%| | 1/475 [00:00<01:40, 4.71it/s]Epoch 0/50: 1%| | 5/475 [00:00<00:24, 18.82it/s]Epoch 0/50: 2%|▏ | 11/475 [00:00<00:13, 33.80it/s]Epoch 0/50: 4%|▍ | 19/475 [00:00<00:09, 48.44it/s]Epoch 0/50: 5%|▌ | 26/475 [00:00<00:08, 53.38it/s]Epoch 0/50: 7%|▋ | 33/475 [00:00<00:07, 57.52it/s]Epoch 0/50: 8%|▊ | 40/475 [00:00<00:07, 55.06it/s]Epoch 0/50: 10%|▉ | 47/475 [00:00<00:07, 57.65it/s]Epoch 0/50: 11%|█ | 53/475 [00:01<00:07, 57.59it/s]Epoch 0/50: 13%|█▎ | 61/475 [00:01<00:06, 62.02it/s]Epoch 0/50: 14%|█▍ | 68/475 [00:01<00:06, 59.48it/s]Epoch 0/50: 16%|█▌ | 75/475 [00:01<00:06, 60.25it/s]Epoch 0/50: 17%|█▋ | 82/475 [00:01<00:06, 62.58it/s]Epoch 0/50: 19%|█▊ | 89/475 [00:01<00:06, 63.86it/s]Epoch 0/50: 20%|██ | 96/475 [00:01<00:05, 63.44it/s]Epoch 0/50: 22%|██▏ | 103/475 [00:01<00:05, 64.36it/s]Epoch 0/50: 23%|██▎ | 111/475 [00:01<00:05, 67.28it/s]Epoch 0/50: 25%|██▍ | 118/475 [00:02<00:05, 65.50it/s]Epoch 0/50: 27%|██▋ | 126/475 [00:02<00:05, 65.07it/s]Epoch 0/50: 28%|██▊ | 133/475 [00:02<00:05, 64.55it/s]Epoch 0/50: 29%|██▉ | 140/475 [00:02<00:05, 65.82it/s]Epoch 0/50: 31%|███ | 147/475 [00:02<00:04, 66.24it/s]Epoch 0/50: 32%|███▏ | 154/475 [00:02<00:04, 64.77it/s]Epoch 0/50: 34%|███▍ | 161/475 [00:02<00:04, 63.75it/s]Epoch 0/50: 35%|███▌ | 168/475 [00:02<00:04, 62.58it/s]Epoch 0/50: 37%|███▋ | 176/475 [00:02<00:04, 65.13it/s]Epoch 0/50: 39%|███▊ | 183/475 [00:03<00:04, 65.04it/s]Epoch 0/50: 40%|████ | 190/475 [00:03<00:04, 66.28it/s]Epoch 0/50: 41%|████▏ | 197/475 [00:03<00:04, 67.05it/s]Epoch 0/50: 43%|████▎ | 204/475 [00:03<00:04, 66.08it/s]Epoch 0/50: 45%|████▍ | 212/475 [00:03<00:03, 69.88it/s]Epoch 0/50: 46%|████▋ | 220/475 [00:03<00:03, 68.50it/s]Epoch 0/50: 48%|████▊ | 227/475 [00:03<00:03, 67.97it/s]Epoch 0/50: 49%|████▉ | 235/475 [00:03<00:03, 68.37it/s]Epoch 0/50: 51%|█████ | 242/475 [00:03<00:03, 66.35it/s]Epoch 0/50: 52%|█████▏ | 249/475 [00:04<00:03, 63.67it/s]Epoch 0/50: 54%|█████▍ | 256/475 [00:04<00:03, 64.67it/s]Epoch 0/50: 55%|█████▌ | 263/475 [00:04<00:03, 62.52it/s]Epoch 0/50: 57%|█████▋ | 270/475 [00:04<00:03, 63.19it/s]Epoch 0/50: 58%|█████▊ | 277/475 [00:04<00:03, 62.64it/s]Epoch 0/50: 60%|█████▉ | 284/475 [00:04<00:03, 61.23it/s]Epoch 0/50: 61%|██████▏ | 291/475 [00:04<00:02, 62.75it/s]Epoch 0/50: 63%|██████▎ | 298/475 [00:04<00:02, 64.70it/s]Epoch 0/50: 64%|██████▍ | 305/475 [00:04<00:02, 65.09it/s]Epoch 0/50: 66%|██████▌ | 312/475 [00:05<00:02, 65.73it/s]Epoch 0/50: 67%|██████▋ | 320/475 [00:05<00:02, 68.94it/s]Epoch 0/50: 69%|██████▉ | 327/475 [00:05<00:02, 69.10it/s]Epoch 0/50: 70%|███████ | 334/475 [00:05<00:02, 68.05it/s]Epoch 0/50: 72%|███████▏ | 341/475 [00:05<00:01, 68.02it/s]Epoch 0/50: 73%|███████▎ | 348/475 [00:05<00:01, 68.12it/s]Epoch 0/50: 75%|███████▍ | 355/475 [00:05<00:01, 65.62it/s]Epoch 0/50: 76%|███████▌ | 362/475 [00:05<00:01, 64.12it/s]Epoch 0/50: 78%|███████▊ | 369/475 [00:05<00:01, 61.65it/s]Epoch 0/50: 79%|███████▉ | 377/475 [00:06<00:01, 64.70it/s]Epoch 0/50: 81%|████████ | 385/475 [00:06<00:01, 67.43it/s]Epoch 0/50: 83%|████████▎ | 392/475 [00:06<00:01, 64.24it/s]Epoch 0/50: 84%|████████▍ | 399/475 [00:06<00:01, 62.12it/s]Epoch 0/50: 85%|████████▌ | 406/475 [00:06<00:01, 62.29it/s]Epoch 0/50: 87%|████████▋ | 413/475 [00:06<00:00, 64.16it/s]Epoch 0/50: 89%|████████▊ | 421/475 [00:06<00:00, 66.85it/s]Epoch 0/50: 90%|█████████ | 429/475 [00:06<00:00, 67.96it/s]Epoch 0/50: 92%|█████████▏| 436/475 [00:06<00:00, 66.94it/s]Epoch 0/50: 93%|█████████▎| 443/475 [00:07<00:00, 66.76it/s]Epoch 0/50: 95%|█████████▍| 450/475 [00:07<00:00, 64.10it/s]Epoch 0/50: 96%|█████████▌| 457/475 [00:07<00:00, 59.72it/s]Epoch 0/50: 98%|█████████▊| 464/475 [00:07<00:00, 60.07it/s]Epoch 0/50: 99%|█████████▉| 471/475 [00:07<00:00, 60.21it/s]Epoch 0/50: 100%|██████████| 475/475 [00:07<00:00, 62.32it/s]
val_loss: 0.7640486621856689
val_mIoU: 0.3511342031233804
val_accuracy: 0.5606454949629934
saving model
0%| | 0/268 [00:00<?, ?it/s]Epoch 1/50: 0%| | 0/268 [00:00<?, ?it/s]Epoch 1/50: 0%| | 1/268 [00:00<01:47, 2.49it/s]Epoch 1/50: 1%| | 2/268 [00:00<01:36, 2.75it/s]Epoch 1/50: 1%| | 3/268 [00:01<01:31, 2.89it/s]Epoch 1/50: 1%|▏ | 4/268 [00:01<01:29, 2.94it/s]Epoch 1/50: 2%|▏ | 5/268 [00:01<01:28, 2.98it/s]Epoch 1/50: 2%|▏ | 6/268 [00:02<01:26, 3.03it/s]Epoch 1/50: 3%|▎ | 7/268 [00:02<01:26, 3.01it/s]Epoch 1/50: 3%|▎ | 8/268 [00:02<01:26, 3.02it/s]Epoch 1/50: 3%|▎ | 9/268 [00:03<01:25, 3.04it/s]Epoch 1/50: 4%|▎ | 10/268 [00:03<01:25, 3.01it/s]Epoch 1/50: 4%|▍ | 11/268 [00:03<01:28, 2.91it/s]Epoch 1/50: 4%|▍ | 12/268 [00:04<01:28, 2.88it/s]Epoch 1/50: 5%|▍ | 13/268 [00:04<01:27, 2.90it/s]Epoch 1/50: 5%|▌ | 14/268 [00:04<01:26, 2.95it/s]Epoch 1/50: 6%|▌ | 15/268 [00:05<01:26, 2.91it/s]Epoch 1/50: 6%|▌ | 16/268 [00:05<01:27, 2.88it/s]Epoch 1/50: 6%|▋ | 17/268 [00:05<01:25, 2.92it/s]Epoch 1/50: 7%|▋ | 18/268 [00:06<01:25, 2.92it/s]Epoch 1/50: 7%|▋ | 19/268 [00:06<01:26, 2.88it/s]Epoch 1/50: 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[01:18<00:10, 3.03it/s]Epoch 1/50: 89%|████████▉ | 238/268 [01:19<00:09, 3.01it/s]Epoch 1/50: 89%|████████▉ | 239/268 [01:19<00:09, 3.01it/s]Epoch 1/50: 90%|████████▉ | 240/268 [01:19<00:09, 3.01it/s]Epoch 1/50: 90%|████████▉ | 241/268 [01:20<00:08, 3.02it/s]Epoch 1/50: 90%|█████████ | 242/268 [01:20<00:08, 3.01it/s]Epoch 1/50: 91%|█████████ | 243/268 [01:20<00:08, 3.00it/s]Epoch 1/50: 91%|█████████ | 244/268 [01:21<00:07, 3.00it/s]Epoch 1/50: 91%|█████████▏| 245/268 [01:21<00:07, 3.01it/s]Epoch 1/50: 92%|█████████▏| 246/268 [01:21<00:07, 3.03it/s]Epoch 1/50: 92%|█████████▏| 247/268 [01:22<00:06, 3.05it/s]Epoch 1/50: 93%|█████████▎| 248/268 [01:22<00:06, 3.05it/s]Epoch 1/50: 93%|█████████▎| 249/268 [01:22<00:06, 3.01it/s]Epoch 1/50: 93%|█████████▎| 250/268 [01:22<00:05, 3.04it/s]Epoch 1/50: 94%|█████████▎| 251/268 [01:23<00:05, 3.01it/s]Epoch 1/50: 94%|█████████▍| 252/268 [01:23<00:05, 2.99it/s]Epoch 1/50: 94%|█████████▍| 253/268 [01:24<00:05, 2.95it/s]Epoch 1/50: 95%|█████████▍| 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train_loss: 0.7482636566482374
train_mIoU: 0.3503454307124355
train_accuracy: 0.5577111846381421
0%| | 0/475 [00:00<?, ?it/s]Epoch 1/50: 0%| | 0/475 [00:00<?, ?it/s]Epoch 1/50: 0%| | 1/475 [00:00<01:04, 7.36it/s]Epoch 1/50: 2%|▏ | 9/475 [00:00<00:10, 43.61it/s]Epoch 1/50: 4%|▍ | 18/475 [00:00<00:07, 60.06it/s]Epoch 1/50: 5%|▌ | 25/475 [00:00<00:07, 62.79it/s]Epoch 1/50: 7%|▋ | 32/475 [00:00<00:07, 61.67it/s]Epoch 1/50: 8%|▊ | 40/475 [00:00<00:06, 64.96it/s]Epoch 1/50: 10%|▉ | 47/475 [00:00<00:06, 64.13it/s]Epoch 1/50: 11%|█▏ | 54/475 [00:00<00:06, 64.68it/s]Epoch 1/50: 13%|█▎ | 61/475 [00:01<00:06, 64.37it/s]Epoch 1/50: 14%|█▍ | 68/475 [00:01<00:06, 65.88it/s]Epoch 1/50: 16%|█▌ | 76/475 [00:01<00:05, 69.03it/s]Epoch 1/50: 17%|█▋ | 83/475 [00:01<00:05, 68.43it/s]Epoch 1/50: 19%|█▉ | 90/475 [00:01<00:05, 64.95it/s]Epoch 1/50: 20%|██ | 97/475 [00:01<00:05, 65.30it/s]Epoch 1/50: 22%|██▏ | 104/475 [00:01<00:05, 66.21it/s]Epoch 1/50: 23%|██▎ | 111/475 [00:01<00:05, 62.63it/s]Epoch 1/50: 25%|██▍ | 118/475 [00:01<00:05, 61.19it/s]Epoch 1/50: 26%|██▋ | 125/475 [00:02<00:06, 52.99it/s]Epoch 1/50: 28%|██▊ | 132/475 [00:02<00:06, 55.36it/s]Epoch 1/50: 29%|██▉ | 139/475 [00:02<00:05, 57.01it/s]Epoch 1/50: 31%|███ | 145/475 [00:02<00:06, 52.87it/s]Epoch 1/50: 32%|███▏ | 151/475 [00:02<00:06, 48.53it/s]Epoch 1/50: 33%|███▎ | 157/475 [00:02<00:06, 50.12it/s]Epoch 1/50: 34%|███▍ | 163/475 [00:02<00:06, 50.65it/s]Epoch 1/50: 36%|███▌ | 171/475 [00:02<00:05, 56.34it/s]Epoch 1/50: 37%|███▋ | 178/475 [00:03<00:05, 57.00it/s]Epoch 1/50: 39%|███▊ | 184/475 [00:03<00:05, 53.30it/s]Epoch 1/50: 40%|████ | 190/475 [00:03<00:05, 51.57it/s]Epoch 1/50: 41%|████▏ | 196/475 [00:03<00:05, 50.41it/s]Epoch 1/50: 43%|████▎ | 202/475 [00:03<00:05, 49.18it/s]Epoch 1/50: 44%|████▍ | 208/475 [00:03<00:05, 50.48it/s]Epoch 1/50: 45%|████▌ | 214/475 [00:03<00:05, 50.71it/s]Epoch 1/50: 47%|████▋ | 221/475 [00:03<00:04, 55.29it/s]Epoch 1/50: 48%|████▊ | 228/475 [00:03<00:04, 59.11it/s]Epoch 1/50: 49%|████▉ | 235/475 [00:04<00:03, 60.66it/s]Epoch 1/50: 51%|█████ | 242/475 [00:04<00:03, 61.90it/s]Epoch 1/50: 52%|█████▏ | 249/475 [00:04<00:03, 61.25it/s]Epoch 1/50: 54%|█████▍ | 257/475 [00:04<00:03, 64.60it/s]Epoch 1/50: 56%|█████▌ | 264/475 [00:04<00:03, 61.51it/s]Epoch 1/50: 57%|█████▋ | 272/475 [00:04<00:03, 65.04it/s]Epoch 1/50: 59%|█████▉ | 280/475 [00:04<00:02, 67.20it/s]Epoch 1/50: 60%|██████ | 287/475 [00:04<00:02, 67.38it/s]Epoch 1/50: 62%|██████▏ | 294/475 [00:04<00:02, 66.03it/s]Epoch 1/50: 63%|██████▎ | 301/475 [00:05<00:02, 62.23it/s]Epoch 1/50: 65%|██████▌ | 309/475 [00:05<00:02, 64.44it/s]Epoch 1/50: 67%|██████▋ | 316/475 [00:05<00:02, 63.96it/s]Epoch 1/50: 68%|██████▊ | 323/475 [00:05<00:02, 64.29it/s]Epoch 1/50: 70%|██████▉ | 331/475 [00:05<00:02, 65.96it/s]Epoch 1/50: 71%|███████ | 338/475 [00:05<00:02, 67.03it/s]Epoch 1/50: 73%|███████▎ | 346/475 [00:05<00:01, 70.50it/s]Epoch 1/50: 75%|███████▍ | 354/475 [00:05<00:01, 72.58it/s]Epoch 1/50: 76%|███████▌ | 362/475 [00:05<00:01, 70.50it/s]Epoch 1/50: 78%|███████▊ | 370/475 [00:06<00:01, 64.57it/s]Epoch 1/50: 80%|███████▉ | 378/475 [00:06<00:01, 68.48it/s]Epoch 1/50: 81%|████████ | 385/475 [00:06<00:01, 66.57it/s]Epoch 1/50: 83%|████████▎ | 392/475 [00:06<00:01, 60.36it/s]Epoch 1/50: 84%|████████▍ | 400/475 [00:06<00:01, 63.14it/s]Epoch 1/50: 86%|████████▌ | 407/475 [00:06<00:01, 63.93it/s]Epoch 1/50: 87%|████████▋ | 414/475 [00:06<00:00, 65.04it/s]Epoch 1/50: 89%|████████▉ | 422/475 [00:06<00:00, 68.29it/s]Epoch 1/50: 90%|█████████ | 429/475 [00:07<00:00, 61.92it/s]Epoch 1/50: 92%|█████████▏| 436/475 [00:07<00:00, 63.54it/s]Epoch 1/50: 93%|█████████▎| 444/475 [00:07<00:00, 66.38it/s]Epoch 1/50: 95%|█████████▍| 451/475 [00:07<00:00, 65.80it/s]Epoch 1/50: 96%|█████████▋| 458/475 [00:07<00:00, 63.24it/s]Epoch 1/50: 98%|█████████▊| 465/475 [00:07<00:00, 64.33it/s]Epoch 1/50: 100%|█████████▉| 473/475 [00:07<00:00, 68.35it/s]Epoch 1/50: 100%|██████████| 475/475 [00:07<00:00, 61.10it/s]
val_loss: 0.7640066424169039
val_mIoU: 0.35058778990478057
val_accuracy: 0.5591203870271382
0%| | 0/268 [00:00<?, ?it/s]Epoch 2/50: 0%| | 0/268 [00:00<?, ?it/s]Epoch 2/50: 0%| | 1/268 [00:00<01:54, 2.34it/s]Epoch 2/50: 1%| | 2/268 [00:00<01:41, 2.62it/s]Epoch 2/50: 1%| | 3/268 [00:01<01:40, 2.64it/s]Epoch 2/50: 1%|▏ | 4/268 [00:01<01:33, 2.81it/s]Epoch 2/50: 2%|▏ | 5/268 [00:01<01:33, 2.81it/s]Epoch 2/50: 2%|▏ | 6/268 [00:02<01:33, 2.81it/s]Epoch 2/50: 3%|▎ | 7/268 [00:02<01:33, 2.80it/s]Epoch 2/50: 3%|▎ | 8/268 [00:02<01:32, 2.82it/s]Epoch 2/50: 3%|▎ | 9/268 [00:03<01:30, 2.88it/s]Epoch 2/50: 4%|▎ | 10/268 [00:03<01:27, 2.95it/s]Epoch 2/50: 4%|▍ | 11/268 [00:03<01:26, 2.98it/s]Epoch 2/50: 4%|▍ | 12/268 [00:04<01:24, 3.01it/s]Epoch 2/50: 5%|▍ | 13/268 [00:04<01:23, 3.04it/s]Epoch 2/50: 5%|▌ | 14/268 [00:04<01:23, 3.02it/s]Epoch 2/50: 6%|▌ | 15/268 [00:05<01:23, 3.05it/s]Epoch 2/50: 6%|▌ | 16/268 [00:05<01:22, 3.07it/s]Epoch 2/50: 6%|▋ | 17/268 [00:05<01:21, 3.06it/s]Epoch 2/50: 7%|▋ | 18/268 [00:06<01:21, 3.08it/s]Epoch 2/50: 7%|▋ | 19/268 [00:06<01:21, 3.07it/s]Epoch 2/50: 7%|▋ | 20/268 [00:06<01:22, 3.00it/s]Epoch 2/50: 8%|▊ | 21/268 [00:07<01:21, 3.04it/s]Epoch 2/50: 8%|▊ | 22/268 [00:07<01:21, 3.01it/s]Epoch 2/50: 9%|▊ | 23/268 [00:07<01:21, 3.02it/s]Epoch 2/50: 9%|▉ | 24/268 [00:08<01:20, 3.05it/s]Epoch 2/50: 9%|▉ | 25/268 [00:08<01:20, 3.02it/s]Epoch 2/50: 10%|▉ | 26/268 [00:08<01:20, 3.02it/s]Epoch 2/50: 10%|█ | 27/268 [00:09<01:18, 3.05it/s]Epoch 2/50: 10%|█ | 28/268 [00:09<01:18, 3.05it/s]Epoch 2/50: 11%|█ | 29/268 [00:09<01:18, 3.04it/s]Epoch 2/50: 11%|█ | 30/268 [00:10<01:17, 3.06it/s]Epoch 2/50: 12%|█▏ | 31/268 [00:10<01:17, 3.06it/s]Epoch 2/50: 12%|█▏ | 32/268 [00:10<01:18, 3.01it/s]Epoch 2/50: 12%|█▏ | 33/268 [00:11<01:17, 3.04it/s]Epoch 2/50: 13%|█▎ | 34/268 [00:11<01:16, 3.06it/s]Epoch 2/50: 13%|█▎ | 35/268 [00:11<01:16, 3.06it/s]Epoch 2/50: 13%|█▎ | 36/268 [00:12<01:15, 3.06it/s]Epoch 2/50: 14%|█▍ | 37/268 [00:12<01:15, 3.07it/s]Epoch 2/50: 14%|█▍ | 38/268 [00:12<01:15, 3.05it/s]Epoch 2/50: 15%|█▍ | 39/268 [00:13<01:15, 3.02it/s]Epoch 2/50: 15%|█▍ | 40/268 [00:13<01:15, 3.02it/s]Epoch 2/50: 15%|█▌ | 41/268 [00:13<01:15, 3.03it/s]Epoch 2/50: 16%|█▌ | 42/268 [00:14<01:14, 3.03it/s]Epoch 2/50: 16%|█▌ | 43/268 [00:14<01:13, 3.05it/s]Epoch 2/50: 16%|█▋ | 44/268 [00:14<01:13, 3.04it/s]Epoch 2/50: 17%|█▋ | 45/268 [00:15<01:14, 2.99it/s]Epoch 2/50: 17%|█▋ | 46/268 [00:15<01:13, 3.02it/s]Epoch 2/50: 18%|█▊ | 47/268 [00:15<01:13, 3.03it/s]Epoch 2/50: 18%|█▊ | 48/268 [00:16<01:12, 3.05it/s]Epoch 2/50: 18%|█▊ | 49/268 [00:16<01:13, 2.98it/s]Epoch 2/50: 19%|█▊ | 50/268 [00:16<01:13, 2.98it/s]Epoch 2/50: 19%|█▉ | 51/268 [00:17<01:12, 2.99it/s]Epoch 2/50: 19%|█▉ | 52/268 [00:17<01:11, 3.02it/s]Epoch 2/50: 20%|█▉ | 53/268 [00:17<01:10, 3.03it/s]Epoch 2/50: 20%|██ | 54/268 [00:18<01:10, 3.03it/s]Epoch 2/50: 21%|██ | 55/268 [00:18<01:10, 3.04it/s]Epoch 2/50: 21%|██ | 56/268 [00:18<01:09, 3.05it/s]Epoch 2/50: 21%|██▏ | 57/268 [00:19<01:09, 3.05it/s]Epoch 2/50: 22%|██▏ | 58/268 [00:19<01:08, 3.08it/s]Epoch 2/50: 22%|██▏ | 59/268 [00:19<01:08, 3.06it/s]Epoch 2/50: 22%|██▏ | 60/268 [00:19<01:07, 3.06it/s]Epoch 2/50: 23%|██▎ | 61/268 [00:20<01:07, 3.09it/s]Epoch 2/50: 23%|██▎ | 62/268 [00:20<01:06, 3.10it/s]Epoch 2/50: 24%|██▎ | 63/268 [00:20<01:06, 3.06it/s]Epoch 2/50: 24%|██▍ | 64/268 [00:21<01:06, 3.07it/s]Epoch 2/50: 24%|██▍ | 65/268 [00:21<01:05, 3.09it/s]Epoch 2/50: 25%|██▍ | 66/268 [00:21<01:05, 3.09it/s]Epoch 2/50: 25%|██▌ | 67/268 [00:22<01:04, 3.10it/s]Epoch 2/50: 25%|██▌ | 68/268 [00:22<01:04, 3.09it/s]Epoch 2/50: 26%|██▌ | 69/268 [00:22<01:05, 3.03it/s]Epoch 2/50: 26%|██▌ | 70/268 [00:23<01:05, 3.03it/s]Epoch 2/50: 26%|██▋ | 71/268 [00:23<01:04, 3.05it/s]Epoch 2/50: 27%|██▋ | 72/268 [00:23<01:04, 3.02it/s]Epoch 2/50: 27%|██▋ | 73/268 [00:24<01:03, 3.05it/s]Epoch 2/50: 28%|██▊ | 74/268 [00:24<01:03, 3.06it/s]Epoch 2/50: 28%|██▊ | 75/268 [00:24<01:03, 3.05it/s]Epoch 2/50: 28%|██▊ | 76/268 [00:25<01:03, 3.04it/s]Epoch 2/50: 29%|██▊ | 77/268 [00:25<01:02, 3.06it/s]Epoch 2/50: 29%|██▉ | 78/268 [00:25<01:02, 3.03it/s]Epoch 2/50: 29%|██▉ | 79/268 [00:26<01:01, 3.07it/s]Epoch 2/50: 30%|██▉ | 80/268 [00:26<01:01, 3.07it/s]Epoch 2/50: 30%|███ | 81/268 [00:26<01:02, 3.01it/s]Epoch 2/50: 31%|███ | 82/268 [00:27<01:01, 3.03it/s]Epoch 2/50: 31%|███ | 83/268 [00:27<01:01, 3.02it/s]Epoch 2/50: 31%|███▏ | 84/268 [00:27<01:01, 3.01it/s]Epoch 2/50: 32%|███▏ | 85/268 [00:28<01:00, 3.04it/s]Epoch 2/50: 32%|███▏ | 86/268 [00:28<00:59, 3.07it/s]Epoch 2/50: 32%|███▏ | 87/268 [00:28<00:59, 3.04it/s]Epoch 2/50: 33%|███▎ | 88/268 [00:29<00:58, 3.05it/s]Epoch 2/50: 33%|███▎ | 89/268 [00:29<00:58, 3.06it/s]Epoch 2/50: 34%|███▎ | 90/268 [00:29<00:58, 3.07it/s]Epoch 2/50: 34%|███▍ | 91/268 [00:30<00:57, 3.07it/s]Epoch 2/50: 34%|███▍ | 92/268 [00:30<00:57, 3.07it/s]Epoch 2/50: 35%|███▍ | 93/268 [00:30<00:57, 3.04it/s]Epoch 2/50: 35%|███▌ | 94/268 [00:31<00:57, 3.04it/s]Epoch 2/50: 35%|███▌ | 95/268 [00:31<00:57, 3.00it/s]Epoch 2/50: 36%|███▌ | 96/268 [00:31<00:56, 3.03it/s]Epoch 2/50: 36%|███▌ | 97/268 [00:32<00:55, 3.06it/s]Epoch 2/50: 37%|███▋ | 98/268 [00:32<00:55, 3.06it/s]Epoch 2/50: 37%|███▋ | 99/268 [00:32<00:55, 3.05it/s]Epoch 2/50: 37%|███▋ | 100/268 [00:33<00:54, 3.07it/s]Epoch 2/50: 38%|███▊ | 101/268 [00:33<00:54, 3.05it/s]Epoch 2/50: 38%|███▊ | 102/268 [00:33<00:54, 3.06it/s]Epoch 2/50: 38%|███▊ | 103/268 [00:34<00:53, 3.06it/s]Epoch 2/50: 39%|███▉ | 104/268 [00:34<00:53, 3.06it/s]Epoch 2/50: 39%|███▉ | 105/268 [00:34<00:53, 3.05it/s]Epoch 2/50: 40%|███▉ | 106/268 [00:35<00:52, 3.06it/s]Epoch 2/50: 40%|███▉ | 107/268 [00:35<00:52, 3.05it/s]Epoch 2/50: 40%|████ | 108/268 [00:35<00:52, 3.04it/s]Epoch 2/50: 41%|████ | 109/268 [00:36<00:51, 3.06it/s]Epoch 2/50: 41%|████ | 110/268 [00:36<00:51, 3.07it/s]Epoch 2/50: 41%|████▏ | 111/268 [00:36<00:51, 3.07it/s]Epoch 2/50: 42%|████▏ | 112/268 [00:37<00:50, 3.08it/s]Epoch 2/50: 42%|████▏ | 113/268 [00:37<00:50, 3.07it/s]Epoch 2/50: 43%|████▎ | 114/268 [00:37<00:50, 3.07it/s]Epoch 2/50: 43%|████▎ | 115/268 [00:37<00:50, 3.05it/s]Epoch 2/50: 43%|████▎ | 116/268 [00:38<00:49, 3.07it/s]Epoch 2/50: 44%|████▎ | 117/268 [00:38<00:49, 3.04it/s]Epoch 2/50: 44%|████▍ | 118/268 [00:38<00:49, 3.05it/s]Epoch 2/50: 44%|████▍ | 119/268 [00:39<00:48, 3.06it/s]Epoch 2/50: 45%|████▍ | 120/268 [00:39<00:48, 3.03it/s]Epoch 2/50: 45%|████▌ | 121/268 [00:40<00:50, 2.92it/s]Epoch 2/50: 46%|████▌ | 122/268 [00:40<00:50, 2.89it/s]Epoch 2/50: 46%|████▌ | 123/268 [00:40<00:49, 2.94it/s]Epoch 2/50: 46%|████▋ | 124/268 [00:41<00:48, 2.98it/s]Epoch 2/50: 47%|████▋ | 125/268 [00:41<00:47, 3.00it/s]Epoch 2/50: 47%|████▋ | 126/268 [00:41<00:47, 3.00it/s]Epoch 2/50: 47%|████▋ | 127/268 [00:41<00:46, 3.03it/s]Epoch 2/50: 48%|████▊ | 128/268 [00:42<00:45, 3.05it/s]Epoch 2/50: 48%|████▊ | 129/268 [00:42<00:45, 3.06it/s]Epoch 2/50: 49%|████▊ | 130/268 [00:42<00:45, 3.04it/s]Epoch 2/50: 49%|████▉ | 131/268 [00:43<00:44, 3.06it/s]Epoch 2/50: 49%|████▉ | 132/268 [00:43<00:45, 3.01it/s]Epoch 2/50: 50%|████▉ | 133/268 [00:43<00:44, 3.02it/s]Epoch 2/50: 50%|█████ | 134/268 [00:44<00:44, 3.04it/s]Epoch 2/50: 50%|█████ | 135/268 [00:44<00:43, 3.06it/s]Epoch 2/50: 51%|█████ | 136/268 [00:44<00:43, 3.06it/s]Epoch 2/50: 51%|█████ | 137/268 [00:45<00:42, 3.07it/s]Epoch 2/50: 51%|█████▏ | 138/268 [00:45<00:42, 3.07it/s]Epoch 2/50: 52%|█████▏ | 139/268 [00:45<00:42, 3.01it/s]Epoch 2/50: 52%|█████▏ | 140/268 [00:46<00:42, 3.03it/s]Epoch 2/50: 53%|█████▎ | 141/268 [00:46<00:41, 3.03it/s]Epoch 2/50: 53%|█████▎ | 142/268 [00:46<00:41, 3.02it/s]Epoch 2/50: 53%|█████▎ | 143/268 [00:47<00:40, 3.06it/s]Epoch 2/50: 54%|█████▎ | 144/268 [00:47<00:40, 3.05it/s]Epoch 2/50: 54%|█████▍ | 145/268 [00:47<00:40, 3.06it/s]Epoch 2/50: 54%|█████▍ | 146/268 [00:48<00:40, 3.05it/s]Epoch 2/50: 55%|█████▍ | 147/268 [00:48<00:39, 3.07it/s]Epoch 2/50: 55%|█████▌ | 148/268 [00:48<00:39, 3.08it/s]Epoch 2/50: 56%|█████▌ | 149/268 [00:49<00:38, 3.08it/s]Epoch 2/50: 56%|█████▌ | 150/268 [00:49<00:38, 3.08it/s]Epoch 2/50: 56%|█████▋ | 151/268 [00:49<00:39, 2.99it/s]Epoch 2/50: 57%|█████▋ | 152/268 [00:50<00:38, 3.04it/s]Epoch 2/50: 57%|█████▋ | 153/268 [00:50<00:38, 2.98it/s]Epoch 2/50: 57%|█████▋ | 154/268 [00:50<00:38, 2.95it/s]Epoch 2/50: 58%|█████▊ | 155/268 [00:51<00:37, 3.01it/s]Epoch 2/50: 58%|█████▊ | 156/268 [00:51<00:37, 3.02it/s]Epoch 2/50: 59%|█████▊ | 157/268 [00:51<00:37, 3.00it/s]Epoch 2/50: 59%|█████▉ | 158/268 [00:52<00:36, 3.04it/s]Epoch 2/50: 59%|█████▉ | 159/268 [00:52<00:35, 3.05it/s]Epoch 2/50: 60%|█████▉ | 160/268 [00:52<00:35, 3.06it/s]Epoch 2/50: 60%|██████ | 161/268 [00:53<00:34, 3.08it/s]Epoch 2/50: 60%|██████ | 162/268 [00:53<00:34, 3.08it/s]Epoch 2/50: 61%|██████ | 163/268 [00:53<00:34, 3.07it/s]Epoch 2/50: 61%|██████ | 164/268 [00:54<00:34, 3.06it/s]Epoch 2/50: 62%|██████▏ | 165/268 [00:54<00:33, 3.06it/s]Epoch 2/50: 62%|██████▏ | 166/268 [00:54<00:34, 3.00it/s]Epoch 2/50: 62%|██████▏ | 167/268 [00:55<00:33, 3.03it/s]Epoch 2/50: 63%|██████▎ | 168/268 [00:55<00:32, 3.06it/s]Epoch 2/50: 63%|██████▎ | 169/268 [00:55<00:32, 3.04it/s]Epoch 2/50: 63%|██████▎ | 170/268 [00:56<00:32, 3.06it/s]Epoch 2/50: 64%|██████▍ | 171/268 [00:56<00:31, 3.04it/s]Epoch 2/50: 64%|██████▍ | 172/268 [00:56<00:31, 3.01it/s]Epoch 2/50: 65%|██████▍ | 173/268 [00:57<00:32, 2.92it/s]Epoch 2/50: 65%|██████▍ | 174/268 [00:57<00:32, 2.89it/s]Epoch 2/50: 65%|██████▌ | 175/268 [00:57<00:32, 2.86it/s]Epoch 2/50: 66%|██████▌ | 176/268 [00:58<00:32, 2.81it/s]Epoch 2/50: 66%|██████▌ | 177/268 [00:58<00:32, 2.83it/s]Epoch 2/50: 66%|██████▋ | 178/268 [00:58<00:32, 2.80it/s]Epoch 2/50: 67%|██████▋ | 179/268 [00:59<00:31, 2.83it/s]Epoch 2/50: 67%|██████▋ | 180/268 [00:59<00:30, 2.86it/s]Epoch 2/50: 68%|██████▊ | 181/268 [01:00<00:31, 2.79it/s]Epoch 2/50: 68%|██████▊ | 182/268 [01:00<00:30, 2.84it/s]Epoch 2/50: 68%|██████▊ | 183/268 [01:00<00:29, 2.89it/s]Epoch 2/50: 69%|██████▊ | 184/268 [01:01<00:28, 2.93it/s]Epoch 2/50: 69%|██████▉ | 185/268 [01:01<00:28, 2.95it/s]Epoch 2/50: 69%|██████▉ | 186/268 [01:01<00:27, 2.95it/s]Epoch 2/50: 70%|██████▉ | 187/268 [01:02<00:27, 2.97it/s]Epoch 2/50: 70%|███████ | 188/268 [01:02<00:26, 3.01it/s]Epoch 2/50: 71%|███████ | 189/268 [01:02<00:26, 2.99it/s]Epoch 2/50: 71%|███████ | 190/268 [01:03<00:25, 3.03it/s]Epoch 2/50: 71%|███████▏ | 191/268 [01:03<00:25, 3.02it/s]Epoch 2/50: 72%|███████▏ | 192/268 [01:03<00:25, 3.04it/s]Epoch 2/50: 72%|███████▏ | 193/268 [01:04<00:24, 3.02it/s]Epoch 2/50: 72%|███████▏ | 194/268 [01:04<00:24, 3.02it/s]Epoch 2/50: 73%|███████▎ | 195/268 [01:04<00:24, 3.04it/s]Epoch 2/50: 73%|███████▎ | 196/268 [01:04<00:23, 3.03it/s]Epoch 2/50: 74%|███████▎ | 197/268 [01:05<00:23, 3.05it/s]Epoch 2/50: 74%|███████▍ | 198/268 [01:05<00:22, 3.04it/s]Epoch 2/50: 74%|███████▍ | 199/268 [01:05<00:22, 3.01it/s]Epoch 2/50: 75%|███████▍ | 200/268 [01:06<00:22, 2.97it/s]Epoch 2/50: 75%|███████▌ | 201/268 [01:06<00:22, 2.98it/s]Epoch 2/50: 75%|███████▌ | 202/268 [01:07<00:22, 2.94it/s]Epoch 2/50: 76%|███████▌ | 203/268 [01:07<00:21, 2.99it/s]Epoch 2/50: 76%|███████▌ | 204/268 [01:07<00:21, 3.00it/s]Epoch 2/50: 76%|███████▋ | 205/268 [01:08<00:21, 2.95it/s]Epoch 2/50: 77%|███████▋ | 206/268 [01:08<00:21, 2.91it/s]Epoch 2/50: 77%|███████▋ | 207/268 [01:08<00:20, 2.94it/s]Epoch 2/50: 78%|███████▊ | 208/268 [01:09<00:20, 2.95it/s]Epoch 2/50: 78%|███████▊ | 209/268 [01:09<00:19, 2.97it/s]Epoch 2/50: 78%|███████▊ | 210/268 [01:09<00:19, 2.99it/s]Epoch 2/50: 79%|███████▊ | 211/268 [01:10<00:19, 2.99it/s]Epoch 2/50: 79%|███████▉ | 212/268 [01:10<00:18, 3.00it/s]Epoch 2/50: 79%|███████▉ | 213/268 [01:10<00:18, 3.00it/s]Epoch 2/50: 80%|███████▉ | 214/268 [01:11<00:17, 3.01it/s]Epoch 2/50: 80%|████████ | 215/268 [01:11<00:17, 3.00it/s]Epoch 2/50: 81%|████████ | 216/268 [01:11<00:17, 3.01it/s]Epoch 2/50: 81%|████████ | 217/268 [01:12<00:17, 2.99it/s]Epoch 2/50: 81%|████████▏ | 218/268 [01:12<00:16, 3.01it/s]Epoch 2/50: 82%|████████▏ | 219/268 [01:12<00:16, 2.99it/s]Epoch 2/50: 82%|████████▏ | 220/268 [01:13<00:15, 3.01it/s]Epoch 2/50: 82%|████████▏ | 221/268 [01:13<00:15, 3.00it/s]Epoch 2/50: 83%|████████▎ | 222/268 [01:13<00:15, 3.01it/s]Epoch 2/50: 83%|████████▎ | 223/268 [01:14<00:14, 3.01it/s]Epoch 2/50: 84%|████████▎ | 224/268 [01:14<00:14, 2.98it/s]Epoch 2/50: 84%|████████▍ | 225/268 [01:14<00:14, 2.93it/s]Epoch 2/50: 84%|████████▍ | 226/268 [01:15<00:14, 2.98it/s]Epoch 2/50: 85%|████████▍ | 227/268 [01:15<00:13, 3.01it/s]Epoch 2/50: 85%|████████▌ | 228/268 [01:15<00:13, 3.02it/s]Epoch 2/50: 85%|████████▌ | 229/268 [01:16<00:12, 3.01it/s]Epoch 2/50: 86%|████████▌ | 230/268 [01:16<00:12, 3.02it/s]Epoch 2/50: 86%|████████▌ | 231/268 [01:16<00:12, 3.02it/s]Epoch 2/50: 87%|████████▋ | 232/268 [01:17<00:11, 3.01it/s]Epoch 2/50: 87%|████████▋ | 233/268 [01:17<00:11, 3.03it/s]Epoch 2/50: 87%|████████▋ | 234/268 [01:17<00:11, 3.02it/s]Epoch 2/50: 88%|████████▊ | 235/268 [01:18<00:10, 3.03it/s]Epoch 2/50: 88%|████████▊ | 236/268 [01:18<00:10, 3.00it/s]Epoch 2/50: 88%|████████▊ | 237/268 [01:18<00:10, 3.00it/s]Epoch 2/50: 89%|████████▉ | 238/268 [01:19<00:09, 3.03it/s]Epoch 2/50: 89%|████████▉ | 239/268 [01:19<00:09, 3.04it/s]Epoch 2/50: 90%|████████▉ | 240/268 [01:19<00:09, 3.03it/s]Epoch 2/50: 90%|████████▉ | 241/268 [01:20<00:08, 3.02it/s]Epoch 2/50: 90%|█████████ | 242/268 [01:20<00:08, 3.02it/s]Epoch 2/50: 91%|█████████ | 243/268 [01:20<00:08, 3.04it/s]Epoch 2/50: 91%|█████████ | 244/268 [01:21<00:07, 3.01it/s]Epoch 2/50: 91%|█████████▏| 245/268 [01:21<00:07, 2.99it/s]Epoch 2/50: 92%|█████████▏| 246/268 [01:21<00:07, 3.01it/s]Epoch 2/50: 92%|█████████▏| 247/268 [01:21<00:06, 3.01it/s]Epoch 2/50: 93%|█████████▎| 248/268 [01:22<00:06, 3.03it/s]Epoch 2/50: 93%|█████████▎| 249/268 [01:22<00:06, 2.99it/s]Epoch 2/50: 93%|█████████▎| 250/268 [01:22<00:05, 3.01it/s]Epoch 2/50: 94%|█████████▎| 251/268 [01:23<00:05, 3.03it/s]Epoch 2/50: 94%|█████████▍| 252/268 [01:23<00:05, 3.04it/s]Epoch 2/50: 94%|█████████▍| 253/268 [01:23<00:04, 3.03it/s]Epoch 2/50: 95%|█████████▍| 254/268 [01:24<00:04, 3.02it/s]Epoch 2/50: 95%|█████████▌| 255/268 [01:24<00:04, 3.02it/s]Epoch 2/50: 96%|█████████▌| 256/268 [01:24<00:03, 3.02it/s]Epoch 2/50: 96%|█████████▌| 257/268 [01:25<00:03, 3.02it/s]Epoch 2/50: 96%|█████████▋| 258/268 [01:25<00:03, 3.04it/s]Epoch 2/50: 97%|█████████▋| 259/268 [01:25<00:02, 3.03it/s]Epoch 2/50: 97%|█████████▋| 260/268 [01:26<00:02, 3.04it/s]Epoch 2/50: 97%|█████████▋| 261/268 [01:26<00:02, 3.06it/s]Epoch 2/50: 98%|█████████▊| 262/268 [01:26<00:01, 3.04it/s]Epoch 2/50: 98%|█████████▊| 263/268 [01:27<00:01, 3.05it/s]Epoch 2/50: 99%|█████████▊| 264/268 [01:27<00:01, 3.02it/s]Epoch 2/50: 99%|█████████▉| 265/268 [01:27<00:00, 3.02it/s]Epoch 2/50: 99%|█████████▉| 266/268 [01:28<00:00, 2.98it/s]Epoch 2/50: 100%|█████████▉| 267/268 [01:28<00:00, 3.00it/s]Epoch 2/50: 100%|██████████| 268/268 [01:28<00:00, 3.64it/s]Epoch 2/50: 100%|██████████| 268/268 [01:28<00:00, 3.02it/s]
train_loss: 0.7482680931909761
train_mIoU: 0.35033698088159293
train_accuracy: 0.5577005684320006
0%| | 0/475 [00:00<?, ?it/s]Epoch 2/50: 0%| | 0/475 [00:00<?, ?it/s]Epoch 2/50: 0%| | 1/475 [00:00<01:05, 7.24it/s]Epoch 2/50: 2%|▏ | 9/475 [00:00<00:10, 42.76it/s]Epoch 2/50: 3%|▎ | 15/475 [00:00<00:09, 49.36it/s]Epoch 2/50: 5%|▍ | 22/475 [00:00<00:08, 55.99it/s]Epoch 2/50: 6%|▌ | 28/475 [00:00<00:08, 55.25it/s]Epoch 2/50: 7%|▋ | 35/475 [00:00<00:07, 58.77it/s]Epoch 2/50: 9%|▉ | 42/475 [00:00<00:07, 57.76it/s]Epoch 2/50: 10%|█ | 49/475 [00:00<00:07, 60.28it/s]Epoch 2/50: 12%|█▏ | 56/475 [00:01<00:06, 61.78it/s]Epoch 2/50: 13%|█▎ | 63/475 [00:01<00:06, 63.95it/s]Epoch 2/50: 15%|█▍ | 70/475 [00:01<00:06, 64.21it/s]Epoch 2/50: 16%|█▌ | 77/475 [00:01<00:06, 65.28it/s]Epoch 2/50: 18%|█▊ | 85/475 [00:01<00:05, 67.90it/s]Epoch 2/50: 19%|█▉ | 92/475 [00:01<00:05, 66.65it/s]Epoch 2/50: 21%|██ | 99/475 [00:01<00:05, 67.04it/s]Epoch 2/50: 22%|██▏ | 106/475 [00:01<00:05, 64.66it/s]Epoch 2/50: 24%|██▍ | 113/475 [00:01<00:05, 60.70it/s]Epoch 2/50: 25%|██▌ | 120/475 [00:01<00:05, 63.17it/s]Epoch 2/50: 27%|██▋ | 127/475 [00:02<00:05, 63.53it/s]Epoch 2/50: 28%|██▊ | 134/475 [00:02<00:05, 60.02it/s]Epoch 2/50: 30%|██▉ | 141/475 [00:02<00:05, 61.46it/s]Epoch 2/50: 31%|███ | 148/475 [00:02<00:05, 61.99it/s]Epoch 2/50: 33%|███▎ | 155/475 [00:02<00:05, 62.38it/s]Epoch 2/50: 34%|███▍ | 163/475 [00:02<00:04, 65.50it/s]Epoch 2/50: 36%|███▌ | 170/475 [00:02<00:04, 62.83it/s]Epoch 2/50: 37%|███▋ | 177/475 [00:02<00:04, 63.67it/s]Epoch 2/50: 39%|███▉ | 185/475 [00:03<00:04, 66.61it/s]Epoch 2/50: 40%|████ | 192/475 [00:03<00:04, 67.34it/s]Epoch 2/50: 42%|████▏ | 199/475 [00:03<00:04, 65.74it/s]Epoch 2/50: 43%|████▎ | 206/475 [00:03<00:04, 66.04it/s]Epoch 2/50: 45%|████▍ | 213/475 [00:03<00:04, 64.39it/s]Epoch 2/50: 46%|████▋ | 220/475 [00:03<00:03, 65.95it/s]Epoch 2/50: 48%|████▊ | 227/475 [00:03<00:03, 65.73it/s]Epoch 2/50: 49%|████▉ | 234/475 [00:03<00:03, 64.96it/s]Epoch 2/50: 51%|█████ | 241/475 [00:03<00:03, 61.45it/s]Epoch 2/50: 52%|█████▏ | 249/475 [00:04<00:03, 64.28it/s]Epoch 2/50: 54%|█████▍ | 257/475 [00:04<00:03, 66.76it/s]Epoch 2/50: 56%|█████▌ | 264/475 [00:04<00:03, 66.50it/s]Epoch 2/50: 57%|█████▋ | 271/475 [00:04<00:03, 63.54it/s]Epoch 2/50: 59%|█████▊ | 279/475 [00:04<00:02, 65.89it/s]Epoch 2/50: 60%|██████ | 287/475 [00:04<00:02, 67.72it/s]Epoch 2/50: 62%|██████▏ | 295/475 [00:04<00:02, 69.24it/s]Epoch 2/50: 64%|██████▎ | 302/475 [00:04<00:02, 67.48it/s]Epoch 2/50: 65%|██████▌ | 309/475 [00:04<00:02, 67.09it/s]Epoch 2/50: 67%|██████▋ | 316/475 [00:05<00:02, 64.17it/s]Epoch 2/50: 68%|██████▊ | 323/475 [00:05<00:02, 63.01it/s]Epoch 2/50: 69%|██████▉ | 330/475 [00:05<00:02, 61.52it/s]Epoch 2/50: 71%|███████ | 337/475 [00:05<00:02, 62.41it/s]Epoch 2/50: 72%|███████▏ | 344/475 [00:05<00:02, 64.06it/s]Epoch 2/50: 74%|███████▍ | 352/475 [00:05<00:01, 66.54it/s]Epoch 2/50: 76%|███████▌ | 360/475 [00:05<00:01, 69.99it/s]Epoch 2/50: 77%|███████▋ | 368/475 [00:05<00:01, 68.60it/s]Epoch 2/50: 79%|███████▉ | 375/475 [00:05<00:01, 65.51it/s]Epoch 2/50: 80%|████████ | 382/475 [00:06<00:01, 63.16it/s]Epoch 2/50: 82%|████████▏ | 389/475 [00:06<00:01, 61.10it/s]Epoch 2/50: 83%|████████▎ | 396/475 [00:06<00:01, 62.32it/s]Epoch 2/50: 85%|████████▍ | 403/475 [00:06<00:01, 63.75it/s]Epoch 2/50: 86%|████████▋ | 410/475 [00:06<00:01, 63.11it/s]Epoch 2/50: 88%|████████▊ | 417/475 [00:06<00:00, 59.98it/s]Epoch 2/50: 89%|████████▉ | 424/475 [00:06<00:00, 60.30it/s]Epoch 2/50: 91%|█████████ | 431/475 [00:06<00:00, 60.87it/s]Epoch 2/50: 92%|█████████▏| 438/475 [00:06<00:00, 62.44it/s]Epoch 2/50: 94%|█████████▍| 447/475 [00:07<00:00, 68.05it/s]Epoch 2/50: 96%|█████████▌| 454/475 [00:07<00:00, 65.56it/s]Epoch 2/50: 97%|█████████▋| 461/475 [00:07<00:00, 65.86it/s]Epoch 2/50: 99%|█████████▊| 468/475 [00:07<00:00, 64.71it/s]Epoch 2/50: 100%|██████████| 475/475 [00:07<00:00, 65.59it/s]Epoch 2/50: 100%|██████████| 475/475 [00:07<00:00, 63.12it/s]
val_loss: 0.7639843102505333
val_mIoU: 0.3509754476386132
val_accuracy: 0.5602249948601974
0%| | 0/268 [00:00<?, ?it/s]Epoch 3/50: 0%| | 0/268 [00:00<?, ?it/s]Epoch 3/50: 0%| | 1/268 [00:00<01:46, 2.51it/s]Epoch 3/50: 1%| | 2/268 [00:00<01:33, 2.85it/s]Epoch 3/50: 1%| | 3/268 [00:01<01:30, 2.94it/s]Epoch 3/50: 1%|▏ | 4/268 [00:01<01:28, 2.98it/s]Epoch 3/50: 2%|▏ | 5/268 [00:01<01:27, 3.02it/s]Epoch 3/50: 2%|▏ | 6/268 [00:02<01:27, 3.00it/s]Epoch 3/50: 3%|▎ | 7/268 [00:02<01:27, 2.98it/s]Epoch 3/50: 3%|▎ | 8/268 [00:02<01:27, 2.97it/s]Epoch 3/50: 3%|▎ | 9/268 [00:03<01:26, 2.98it/s]