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[NbConvertApp] Converting notebook HCP_downstream_raw_flatmaps.ipynb to python
[NbConvertApp] Writing 36445 bytes to HCP_downstream_raw_flatmaps.py
wandb: Using wandb-core as the SDK backend. Please refer to https://wandb.me/wandb-core for more information.
wandb: Currently logged in as: ckadirt. Use `wandb login --relogin` to force relogin
wandb: Tracking run with wandb version 0.18.3
wandb: Run data is saved locally in /weka/proj-fmri/ckadirt/fMRI-foundation-model/src/wandb/run-20241126_220105-HCPflat_raw_beta_age_7cc4d250-ac94-488c-bec4-39b422ee70de
wandb: Run `wandb offline` to turn off syncing.
wandb: Syncing run HCPflat_raw_beta_age
wandb: ⭐️ View project at https://stability.wandb.io/ckadirt/fMRI-foundation-model
wandb: πŸš€ View run at https://stability.wandb.io/ckadirt/fMRI-foundation-model/runs/HCPflat_raw_beta_age_7cc4d250-ac94-488c-bec4-39b422ee70de
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return F.mse_loss(input, target, reduction=self.reduction)
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Training: 42%|β–ˆβ–ˆβ–ˆβ–ˆβ– | 363/870 [01:58<02:03, 4.09it/s] Epoch 1/20 - Training: 42%|β–ˆβ–ˆβ–ˆβ–ˆβ– | 365/870 [02:02<06:25, 1.31it/s] Epoch 1/20 - Training: 42%|β–ˆβ–ˆβ–ˆβ–ˆβ– | 367/870 [02:02<04:40, 1.79it/s] Epoch 1/20 - Training: 42%|β–ˆβ–ˆβ–ˆβ–ˆβ– | 369/870 [02:02<03:29, 2.40it/s] Epoch 1/20 - Training: 43%|β–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 371/870 [02:02<02:38, 3.14it/s] Epoch 1/20 - Training: 43%|β–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 373/870 [02:02<02:05, 3.97it/s] Epoch 1/20 - Training: 43%|β–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 375/870 [02:06<06:19, 1.30it/s] Epoch 1/20 - Training: 43%|β–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 377/870 [02:07<04:35, 1.79it/s] Epoch 1/20 - Training: 44%|β–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 379/870 [02:07<03:25, 2.39it/s] Epoch 1/20 - Training: 44%|β–ˆβ–ˆβ–ˆβ–ˆβ– | 381/870 [02:07<02:35, 3.14it/s] Epoch 1/20 - Training: 44%|β–ˆβ–ˆβ–ˆβ–ˆβ– | 383/870 [02:07<02:05, 3.89it/s] Epoch 1/20 - Training: 44%|β–ˆβ–ˆβ–ˆβ–ˆβ– | 384/870 [02:07<01:52, 4.31it/s] Epoch 1/20 - Training: 44%|β–ˆβ–ˆβ–ˆβ–ˆβ– | 385/870 [02:11<07:45, 1.04it/s] Epoch 1/20 - Training: 44%|β–ˆβ–ˆβ–ˆβ–ˆβ– | 387/870 [02:11<05:08, 1.57it/s] Epoch 1/20 - Training: 45%|β–ˆβ–ˆβ–ˆβ–ˆβ– | 389/870 [02:11<03:36, 2.23it/s] Epoch 1/20 - Training: 45%|β–ˆβ–ˆβ–ˆβ–ˆβ– | 391/870 [02:12<02:39, 3.00it/s] Epoch 1/20 - Training: 45%|β–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 393/870 [02:12<02:00, 3.96it/s] Epoch 1/20 - Training: 45%|β–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 395/870 [02:16<06:14, 1.27it/s] Epoch 1/20 - Training: 46%|β–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 397/870 [02:16<04:28, 1.76it/s] Epoch 1/20 - Training: 46%|β–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 399/870 [02:16<03:18, 2.37it/s] Epoch 1/20 - Training: 46%|β–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 401/870 [02:16<02:30, 3.12it/s] Epoch 1/20 - Training: 46%|β–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 403/870 [02:16<01:55, 4.03it/s] Epoch 1/20 - Training: 47%|β–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 405/870 [02:20<06:03, 1.28it/s] Epoch 1/20 - Training: 47%|β–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 407/870 [02:21<04:23, 1.76it/s] Epoch 1/20 - Training: 47%|β–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 409/870 [02:21<03:16, 2.35it/s] Epoch 1/20 - Training: 47%|β–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 411/870 [02:21<02:29, 3.07it/s] Epoch 1/20 - Training: 47%|β–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 413/870 [02:21<01:55, 3.96it/s] Epoch 1/20 - Training: 48%|β–ˆβ–ˆβ–ˆβ–ˆβ–Š | 415/870 [02:25<05:49, 1.30it/s] Epoch 1/20 - Training: 48%|β–ˆβ–ˆβ–ˆβ–ˆβ–Š | 417/870 [02:25<04:13, 1.78it/s] Epoch 1/20 - Training: 48%|β–ˆβ–ˆβ–ˆβ–ˆβ–Š | 419/870 [02:25<03:08, 2.39it/s] Epoch 1/20 - Training: 48%|β–ˆβ–ˆβ–ˆβ–ˆβ–Š | 421/870 [02:26<02:23, 3.13it/s] Epoch 1/20 - Training: 49%|β–ˆβ–ˆβ–ˆβ–ˆβ–Š | 423/870 [02:26<01:51, 4.01it/s] Epoch 1/20 - Training: 49%|β–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 425/870 [02:30<05:45, 1.29it/s] Epoch 1/20 - Training: 49%|β–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 427/870 [02:30<04:11, 1.76it/s] Epoch 1/20 - Training: 49%|β–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 429/870 [02:30<03:07, 2.35it/s] Epoch 1/20 - Training: 50%|β–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 431/870 [02:30<02:22, 3.08it/s] Epoch 1/20 - Training: 50%|β–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 433/870 [02:30<01:49, 3.99it/s] Epoch 1/20 - Training: 50%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 435/870 [02:34<05:34, 1.30it/s] Epoch 1/20 - Training: 50%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 437/870 [02:35<04:02, 1.78it/s] Epoch 1/20 - Training: 50%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 439/870 [02:35<03:00, 2.39it/s] Epoch 1/20 - Training: 51%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 441/870 [02:35<02:16, 3.14it/s] Epoch 1/20 - Training: 51%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 443/870 [02:35<01:45, 4.05it/s] Epoch 1/20 - Training: 51%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 445/870 [02:39<05:29, 1.29it/s] Epoch 1/20 - Training: 51%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 447/870 [02:39<03:58, 1.77it/s] Epoch 1/20 - Training: 52%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 449/870 [02:39<02:58, 2.36it/s] Epoch 1/20 - Training: 52%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 451/870 [02:40<02:16, 3.08it/s] Epoch 1/20 - Training: 52%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 453/870 [02:40<01:45, 3.96it/s] Epoch 1/20 - Training: 52%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 455/870 [02:43<05:08, 1.35it/s] Epoch 1/20 - Training: 53%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 457/870 [02:44<03:44, 1.84it/s] Epoch 1/20 - Training: 53%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 459/870 [02:44<02:47, 2.46it/s] Epoch 1/20 - Training: 53%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 461/870 [02:44<02:07, 3.20it/s] Epoch 1/20 - Training: 53%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 463/870 [02:44<01:39, 4.11it/s] Epoch 1/20 - Training: 53%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 465/870 [02:48<05:05, 1.33it/s] Epoch 1/20 - Training: 54%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 467/870 [02:48<03:41, 1.82it/s] Epoch 1/20 - Training: 54%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 469/870 [02:48<02:44, 2.43it/s] Epoch 1/20 - Training: 54%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 471/870 [02:49<02:05, 3.18it/s] Epoch 1/20 - Training: 54%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 473/870 [02:49<01:37, 4.08it/s] Epoch 1/20 - Training: 55%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 475/870 [02:53<05:07, 1.28it/s] Epoch 1/20 - Training: 55%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 477/870 [02:53<03:43, 1.76it/s] Epoch 1/20 - Training: 55%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 479/870 [02:53<02:46, 2.35it/s] Epoch 1/20 - Training: 55%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 481/870 [02:53<02:06, 3.07it/s] Epoch 1/20 - Training: 56%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 483/870 [02:53<01:38, 3.94it/s] Epoch 1/20 - Training: 56%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 485/870 [02:57<04:59, 1.28it/s] Epoch 1/20 - Training: 56%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 487/870 [02:58<03:37, 1.76it/s] Epoch 1/20 - Training: 56%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 489/870 [02:58<02:42, 2.35it/s] Epoch 1/20 - Training: 56%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 491/870 [02:58<02:02, 3.09it/s] Epoch 1/20 - Training: 57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 493/870 [02:58<01:35, 3.94it/s] Epoch 1/20 - Training: 57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 495/870 [03:02<04:46, 1.31it/s] Epoch 1/20 - Training: 57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 497/870 [03:02<03:28, 1.79it/s] Epoch 1/20 - Training: 57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 499/870 [03:02<02:34, 2.40it/s] Epoch 1/20 - Training: 57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 500/870 [03:03<02:13, 2.77it/s] Epoch 1/20 - Training: 58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 502/870 [03:03<01:39, 3.71it/s] Epoch 1/20 - Training: 58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 504/870 [03:03<01:17, 4.70it/s] Epoch 1/20 - Training: 58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 506/870 [03:07<04:42, 1.29it/s] Epoch 1/20 - Training: 58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 508/870 [03:07<03:23, 1.78it/s] Epoch 1/20 - Training: 59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 510/870 [03:07<02:30, 2.40it/s] Epoch 1/20 - Training: 59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 512/870 [03:07<01:53, 3.15it/s] Epoch 1/20 - Training: 59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 514/870 [03:08<01:28, 4.02it/s] Epoch 1/20 - Training: 59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 516/870 [03:12<04:32, 1.30it/s] Epoch 1/20 - Training: 60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 518/870 [03:12<03:17, 1.78it/s] Epoch 1/20 - Training: 60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 519/870 [03:12<02:48, 2.08it/s] Epoch 1/20 - Training: 60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 521/870 [03:12<02:02, 2.84it/s] Epoch 1/20 - Training: 60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 523/870 [03:12<01:32, 3.74it/s] Epoch 1/20 - Training: 60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 525/870 [03:16<04:42, 1.22it/s] Epoch 1/20 - Training: 61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 527/870 [03:16<03:21, 1.70it/s] Epoch 1/20 - Training: 61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 529/870 [03:17<02:28, 2.30it/s] Epoch 1/20 - Training: 61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 531/870 [03:17<01:52, 3.02it/s] Epoch 1/20 - Training: 61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 533/870 [03:17<01:26, 3.91it/s] Epoch 1/20 - Training: 61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 535/870 [03:21<04:23, 1.27it/s] Epoch 1/20 - Training: 62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 537/870 [03:21<03:10, 1.75it/s] Epoch 1/20 - Training: 62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 539/870 [03:21<02:21, 2.34it/s] Epoch 1/20 - Training: 62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 541/870 [03:21<01:47, 3.05it/s] Epoch 1/20 - Training: 62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 543/870 [03:22<01:23, 3.90it/s] Epoch 1/20 - Training: 63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 545/870 [03:26<04:10, 1.30it/s] Epoch 1/20 - Training: 63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 547/870 [03:26<03:01, 1.78it/s] Epoch 1/20 - Training: 63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 549/870 [03:26<02:15, 2.36it/s] Epoch 1/20 - Training: 63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 551/870 [03:26<01:43, 3.08it/s] Epoch 1/20 - Training: 63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 552/870 [03:26<01:30, 3.51it/s] Epoch 1/20 - Training: 64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 554/870 [03:26<01:09, 4.58it/s] Epoch 1/20 - Training: 64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 556/870 [03:30<04:06, 1.28it/s] Epoch 1/20 - Training: 64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 558/870 [03:30<02:55, 1.78it/s] Epoch 1/20 - Training: 64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 560/870 [03:31<02:07, 2.42it/s] Epoch 1/20 - Training: 65%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 562/870 [03:31<01:35, 3.21it/s] Epoch 1/20 - Training: 65%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 564/870 [03:31<01:15, 4.05it/s] Epoch 1/20 - Training: 65%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 566/870 [03:35<03:58, 1.27it/s] Epoch 1/20 - Training: 65%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 568/870 [03:35<02:52, 1.75it/s] Epoch 1/20 - Training: 65%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 569/870 [03:35<02:27, 2.04it/s] Epoch 1/20 - Training: 66%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 571/870 [03:35<01:46, 2.82it/s] Epoch 1/20 - Training: 66%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 573/870 [03:36<01:20, 3.70it/s] Epoch 1/20 - Training: 66%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 575/870 [03:40<03:54, 1.26it/s] Epoch 1/20 - Training: 66%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 577/870 [03:40<02:47, 1.75it/s] Epoch 1/20 - Training: 67%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 579/870 [03:40<02:04, 2.35it/s] Epoch 1/20 - Training: 67%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 581/870 [03:40<01:34, 3.07it/s] Epoch 1/20 - Training: 67%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 582/870 [03:40<01:22, 3.50it/s] Epoch 1/20 - Training: 67%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 584/870 [03:40<01:02, 4.55it/s] Epoch 1/20 - Training: 67%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 585/870 [03:44<04:10, 1.14it/s] Epoch 1/20 - Training: 67%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 587/870 [03:44<02:47, 1.69it/s] Epoch 1/20 - Training: 68%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 589/870 [03:44<02:00, 2.34it/s] Epoch 1/20 - Training: 68%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 591/870 [03:45<01:28, 3.14it/s] Epoch 1/20 - Training: 68%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 593/870 [03:45<01:08, 4.03it/s] Epoch 1/20 - Training: 68%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 595/870 [03:48<03:21, 1.36it/s] Epoch 1/20 - Training: 69%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 597/870 [03:48<02:25, 1.87it/s] Epoch 1/20 - Training: 69%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 598/870 [03:49<02:04, 2.19it/s] Epoch 1/20 - Training: 69%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 600/870 [03:49<01:31, 2.96it/s] Epoch 1/20 - Training: 69%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 601/870 [03:49<01:18, 3.43it/s] Epoch 1/20 - Training: 69%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 602/870 [03:49<01:07, 3.98it/s] Epoch 1/20 - Training: 69%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 603/870 [03:49<00:58, 4.60it/s] Epoch 1/20 - Training: 70%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 605/870 [03:53<03:55, 1.13it/s] Epoch 1/20 - Training: 70%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 607/870 [03:53<02:35, 1.69it/s] Epoch 1/20 - Training: 70%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 609/870 [03:53<01:50, 2.36it/s] Epoch 1/20 - Training: 70%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 610/870 [03:53<01:33, 2.77it/s] Epoch 1/20 - Training: 70%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 612/870 [03:54<01:08, 3.78it/s] Epoch 1/20 - Training: 70%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 613/870 [03:54<00:59, 4.31it/s] Epoch 1/20 - Training: 71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 615/870 [03:57<03:30, 1.21it/s] Epoch 1/20 - Training: 71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 617/870 [03:57<02:23, 1.76it/s] Epoch 1/20 - Training: 71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 619/870 [03:58<01:43, 2.43it/s] Epoch 1/20 - Training: 71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 620/870 [03:58<01:28, 2.83it/s] Epoch 1/20 - Training: 71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 621/870 [03:58<01:14, 3.33it/s] Epoch 1/20 - Training: 71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 622/870 [03:58<01:03, 3.91it/s] Epoch 1/20 - Training: 72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 624/870 [03:58<00:46, 5.27it/s] Epoch 1/20 - Training: 72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 625/870 [04:02<03:47, 1.08it/s] Epoch 1/20 - Training: 72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 627/870 [04:02<02:26, 1.66it/s] Epoch 1/20 - Training: 72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 629/870 [04:02<01:41, 2.38it/s] Epoch 1/20 - Training: 72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 630/870 [04:02<01:26, 2.78it/s] Epoch 1/20 - Training: 73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 631/870 [04:02<01:12, 3.31it/s] Epoch 1/20 - Training: 73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 633/870 [04:02<00:52, 4.54it/s] Epoch 1/20 - Training: 73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 634/870 [04:03<00:46, 5.10it/s] Epoch 1/20 - Training: 73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 635/870 [04:06<03:48, 1.03it/s] Epoch 1/20 - Training: 73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 637/870 [04:06<02:22, 1.64it/s] Epoch 1/20 - Training: 73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 639/870 [04:06<01:37, 2.36it/s] Epoch 1/20 - Training: 74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 641/870 [04:07<01:11, 3.19it/s] Epoch 1/20 - Training: 74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 642/870 [04:07<01:02, 3.68it/s] Epoch 1/20 - Training: 74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 643/870 [04:07<00:53, 4.22it/s] Epoch 1/20 - Training: 74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 645/870 [04:10<02:59, 1.25it/s] Epoch 1/20 - Training: 74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 647/870 [04:10<02:01, 1.84it/s] Epoch 1/20 - Training: 75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 649/870 [04:11<01:26, 2.54it/s] Epoch 1/20 - Training: 75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 651/870 [04:11<01:05, 3.37it/s] Epoch 1/20 - Training: 75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 652/870 [04:11<00:56, 3.83it/s] Epoch 1/20 - Training: 75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 653/870 [04:11<00:49, 4.37it/s] Epoch 1/20 - Training: 75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 654/870 [04:11<00:43, 5.01it/s] Epoch 1/20 - Training: 75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 655/870 [04:15<03:38, 1.02s/it] Epoch 1/20 - Training: 76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 657/870 [04:15<02:13, 1.60it/s] Epoch 1/20 - Training: 76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 659/870 [04:15<01:30, 2.34it/s] Epoch 1/20 - Training: 76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 661/870 [04:15<01:05, 3.19it/s] Epoch 1/20 - Training: 76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 662/870 [04:15<00:56, 3.68it/s] Epoch 1/20 - Training: 76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 663/870 [04:15<00:52, 3.92it/s] Epoch 1/20 - Training: 76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 665/870 [04:19<02:49, 1.21it/s] Epoch 1/20 - Training: 77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 667/870 [04:19<01:53, 1.78it/s] Epoch 1/20 - Training: 77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 669/870 [04:19<01:21, 2.48it/s] Epoch 1/20 - Training: 77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 671/870 [04:19<01:00, 3.29it/s] Epoch 1/20 - Training: 77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 672/870 [04:20<00:52, 3.75it/s] Epoch 1/20 - Training: 77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 673/870 [04:20<00:53, 3.67it/s] Epoch 1/20 - Training: 78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 675/870 [04:23<02:38, 1.23it/s] Epoch 1/20 - Training: 78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 677/870 [04:23<01:47, 1.79it/s] Epoch 1/20 - Training: 78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 679/870 [04:24<01:17, 2.46it/s] Epoch 1/20 - Training: 78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 681/870 [04:24<00:57, 3.26it/s] Epoch 1/20 - Training: 79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 683/870 [04:24<00:52, 3.55it/s] Epoch 1/20 - Training: 79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 685/870 [04:27<02:09, 1.43it/s] Epoch 1/20 - Training: 79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 687/870 [04:28<01:33, 1.97it/s] Epoch 1/20 - Training: 79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 689/870 [04:28<01:09, 2.60it/s] Epoch 1/20 - Training: 79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 691/870 [04:28<00:53, 3.37it/s] Epoch 1/20 - Training: 80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 692/870 [04:28<00:46, 3.82it/s] Epoch 1/20 - Training: 80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 693/870 [04:29<00:58, 3.00it/s] Epoch 1/20 - Training: 80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 695/870 [04:32<02:15, 1.29it/s] Epoch 1/20 - Training: 80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 697/870 [04:32<01:32, 1.87it/s] Epoch 1/20 - Training: 80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 699/870 [04:32<01:06, 2.56it/s] Epoch 1/20 - Training: 80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 700/870 [04:32<00:57, 2.97it/s] Epoch 1/20 - Training: 81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 701/870 [04:32<00:48, 3.49it/s] Epoch 1/20 - Training: 81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 703/870 [04:33<00:57, 2.90it/s] Epoch 1/20 - Training: 81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 705/870 [04:36<02:01, 1.36it/s] Epoch 1/20 - Training: 81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 707/870 [04:36<01:24, 1.93it/s] Epoch 1/20 - Training: 81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 709/870 [04:37<01:01, 2.62it/s] Epoch 1/20 - Training: 82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 711/870 [04:37<00:46, 3.42it/s] Epoch 1/20 - Training: 82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 712/870 [04:37<00:40, 3.88it/s] Epoch 1/20 - Training: 82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 713/870 [04:38<01:00, 2.60it/s] Epoch 1/20 - Training: 82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 715/870 [04:41<01:59, 1.29it/s] Epoch 1/20 - Training: 82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 717/870 [04:41<01:21, 1.88it/s] Epoch 1/20 - Training: 83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 719/870 [04:41<00:58, 2.57it/s] Epoch 1/20 - Training: 83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 721/870 [04:41<00:43, 3.40it/s] Epoch 1/20 - Training: 83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 722/870 [04:41<00:38, 3.85it/s] Epoch 1/20 - Training: 83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 723/870 [04:42<00:57, 2.55it/s] Epoch 1/20 - Training: 83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 724/870 [04:42<00:47, 3.08it/s] Epoch 1/20 - Training: 83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 725/870 [04:45<02:12, 1.09it/s] Epoch 1/20 - Training: 84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 727/870 [04:45<01:22, 1.74it/s] Epoch 1/20 - Training: 84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 729/870 [04:45<00:56, 2.50it/s] Epoch 1/20 - Training: 84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 730/870 [04:45<00:47, 2.95it/s] Epoch 1/20 - Training: 84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 731/870 [04:46<00:39, 3.51it/s] Epoch 1/20 - Training: 84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 732/870 [04:46<00:33, 4.18it/s] Epoch 1/20 - Training: 84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 733/870 [04:46<00:54, 2.53it/s] Epoch 1/20 - Training: 84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 734/870 [04:47<00:42, 3.17it/s] Epoch 1/20 - Training: 84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 735/870 [04:49<02:14, 1.00it/s] Epoch 1/20 - Training: 85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 736/870 [04:49<01:39, 1.35it/s] Epoch 1/20 - Training: 85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 738/870 [04:50<00:59, 2.21it/s] Epoch 1/20 - Training: 85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 739/870 [04:50<00:48, 2.70it/s] Epoch 1/20 - Training: 85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 740/870 [04:50<00:39, 3.30it/s] Epoch 1/20 - Training: 85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 741/870 [04:50<00:32, 3.98it/s] Epoch 1/20 - Training: 85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 742/870 [04:50<00:26, 4.77it/s] Epoch 1/20 - Training: 85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 743/870 [04:51<00:46, 2.73it/s] Epoch 1/20 - Training: 86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 744/870 [04:51<00:36, 3.44it/s] Epoch 1/20 - Training: 86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 745/870 [04:54<02:13, 1.07s/it] Epoch 1/20 - Training: 86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 746/870 [04:54<01:37, 1.28it/s] Epoch 1/20 - Training: 86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 747/870 [04:54<01:11, 1.72it/s] Epoch 1/20 - Training: 86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 748/870 [04:54<00:53, 2.28it/s] Epoch 1/20 - Training: 86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 749/870 [04:54<00:41, 2.94it/s] Epoch 1/20 - Training: 86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 750/870 [04:54<00:32, 3.72it/s] Epoch 1/20 - Training: 86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 751/870 [04:54<00:26, 4.55it/s] Epoch 1/20 - Training: 86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 752/870 [04:55<00:22, 5.32it/s] Epoch 1/20 - Training: 87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 753/870 [04:56<00:47, 2.46it/s] Epoch 1/20 - Training: 87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 755/870 [04:59<01:59, 1.04s/it] Epoch 1/20 - Training: 87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 757/870 [04:59<01:15, 1.50it/s] Epoch 1/20 - Training: 87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 759/870 [04:59<00:51, 2.17it/s] Epoch 1/20 - Training: 87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 760/870 [05:00<00:42, 2.58it/s] Epoch 1/20 - Training: 87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 761/870 [05:00<00:35, 3.08it/s] Epoch 1/20 - Training: 88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 763/870 [05:01<00:44, 2.39it/s] Epoch 1/20 - Training: 88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 765/870 [05:04<01:35, 1.10it/s] Epoch 1/20 - Training: 88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 767/870 [05:05<01:04, 1.59it/s] Epoch 1/20 - Training: 88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 769/870 [05:05<00:46, 2.19it/s] Epoch 1/20 - Training: 89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 770/870 [05:05<00:38, 2.57it/s] Epoch 1/20 - Training: 89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 771/870 [05:05<00:32, 3.03it/s] Epoch 1/20 - Training: 89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 772/870 [05:05<00:27, 3.61it/s] Epoch 1/20 - Training: 89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 773/870 [05:06<00:47, 2.05it/s] Epoch 1/20 - Training: 89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 775/870 [05:10<01:35, 1.00s/it] Epoch 1/20 - Training: 89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 777/870 [05:10<01:01, 1.50it/s] Epoch 1/20 - Training: 90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 779/870 [05:10<00:42, 2.13it/s] Epoch 1/20 - Training: 90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 780/870 [05:10<00:35, 2.52it/s] Epoch 1/20 - Training: 90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 781/870 [05:10<00:29, 3.01it/s] Epoch 1/20 - Training: 90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 783/870 [05:12<00:39, 2.22it/s] Epoch 1/20 - Training: 90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 785/870 [05:15<01:16, 1.11it/s] Epoch 1/20 - Training: 90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 787/870 [05:15<00:52, 1.59it/s] Epoch 1/20 - Training: 91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 789/870 [05:15<00:36, 2.19it/s] Epoch 1/20 - Training: 91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 790/870 [05:15<00:31, 2.57it/s] Epoch 1/20 - Training: 91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 791/870 [05:16<00:25, 3.04it/s] Epoch 1/20 - Training: 91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 793/870 [05:17<00:35, 2.18it/s] Epoch 1/20 - Training: 91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 795/870 [05:20<01:06, 1.12it/s] Epoch 1/20 - Training: 92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 797/870 [05:20<00:45, 1.60it/s] Epoch 1/20 - Training: 92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 799/870 [05:21<00:32, 2.19it/s] Epoch 1/20 - Training: 92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 800/870 [05:21<00:27, 2.56it/s] Epoch 1/20 - Training: 92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 801/870 [05:21<00:22, 3.03it/s] Epoch 1/20 - Training: 92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 803/870 [05:22<00:31, 2.15it/s] Epoch 1/20 - Training: 93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 805/870 [05:26<00:57, 1.12it/s] Epoch 1/20 - Training: 93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 807/870 [05:26<00:39, 1.60it/s] Epoch 1/20 - Training: 93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 809/870 [05:26<00:27, 2.19it/s] Epoch 1/20 - Training: 93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 810/870 [05:26<00:23, 2.56it/s] Epoch 1/20 - Training: 93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 811/870 [05:26<00:19, 3.03it/s] Epoch 1/20 - Training: 93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 813/870 [05:28<00:26, 2.12it/s] Epoch 1/20 - Training: 94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 815/870 [05:31<00:48, 1.14it/s] Epoch 1/20 - Training: 94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 817/870 [05:31<00:32, 1.63it/s] Epoch 1/20 - Training: 94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 819/870 [05:31<00:22, 2.24it/s] Epoch 1/20 - Training: 94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 820/870 [05:31<00:19, 2.62it/s] Epoch 1/20 - Training: 94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 821/870 [05:31<00:15, 3.09it/s] Epoch 1/20 - Training: 95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 823/870 [05:33<00:22, 2.06it/s] Epoch 1/20 - Training: 95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 825/870 [05:36<00:39, 1.13it/s] Epoch 1/20 - Training: 95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 827/870 [05:36<00:26, 1.61it/s] Epoch 1/20 - Training: 95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 829/870 [05:37<00:18, 2.20it/s] Epoch 1/20 - Training: 95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 830/870 [05:37<00:15, 2.58it/s] Epoch 1/20 - Training: 96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 831/870 [05:37<00:12, 3.05it/s] Epoch 1/20 - Training: 96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 833/870 [05:38<00:17, 2.06it/s] Epoch 1/20 - Training: 96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 835/870 [05:42<00:30, 1.14it/s] Epoch 1/20 - Training: 96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 837/870 [05:42<00:20, 1.63it/s] Epoch 1/20 - Training: 96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 839/870 [05:42<00:13, 2.23it/s] Epoch 1/20 - Training: 97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 840/870 [05:42<00:11, 2.61it/s] Epoch 1/20 - Training: 97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 841/870 [05:42<00:09, 3.09it/s] Epoch 1/20 - Training: 97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 843/870 [05:44<00:13, 2.03it/s] Epoch 1/20 - Training: 97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 845/870 [05:47<00:21, 1.15it/s] Epoch 1/20 - Training: 97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 847/870 [05:47<00:14, 1.63it/s] Epoch 1/20 - Training: 98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 849/870 [05:47<00:09, 2.24it/s] Epoch 1/20 - Training: 98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 850/870 [05:47<00:07, 2.61it/s] Epoch 1/20 - Training: 98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 851/870 [05:47<00:06, 3.08it/s] Epoch 1/20 - Training: 98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 853/870 [05:49<00:07, 2.20it/s] Epoch 1/20 - Training: 98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 855/870 [05:51<00:10, 1.50it/s] Epoch 1/20 - Training: 99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 857/870 [05:51<00:06, 2.09it/s] Epoch 1/20 - Training: 99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 858/870 [05:51<00:04, 2.47it/s] Epoch 1/20 - Training: 99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 859/870 [05:51<00:03, 2.92it/s] Epoch 1/20 - Training: 99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 860/870 [05:51<00:02, 3.49it/s] Epoch 1/20 - Training: 99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 861/870 [05:51<00:02, 4.14it/s] Epoch 1/20 - Training: 99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 863/870 [05:52<00:01, 3.97it/s] Epoch 1/20 - Training: 99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 865/870 [05:53<00:01, 2.66it/s] Epoch 1/20 - Training: 100%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 867/870 [05:53<00:00, 3.64it/s] Epoch 1/20 - Training: 100%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 869/870 [05:54<00:00, 4.68it/s]/admin/home-ckadirt/foundation_env/lib/python3.11/site-packages/torch/nn/modules/loss.py:538: UserWarning: Using a target size (torch.Size([70, 1])) that is different to the input size (torch.Size([70])). This will likely lead to incorrect results due to broadcasting. Please ensure they have the same size.
return F.mse_loss(input, target, reduction=self.reduction)
Epoch 1/20 - Training: 100%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ| 870/870 [05:54<00:00, 2.46it/s]
Epoch 1/20 - Validation: 0%| | 0/95 [00:00<?, ?it/s] Epoch 1/20 - Validation: 1%| | 1/95 [00:02<03:15, 2.08s/it] Epoch 1/20 - Validation: 2%|▏ | 2/95 [00:04<03:18, 2.13s/it] Epoch 1/20 - Validation: 3%|β–Ž | 3/95 [00:06<03:16, 2.13s/it] Epoch 1/20 - Validation: 4%|▍ | 4/95 [00:08<03:25, 2.26s/it] Epoch 1/20 - Validation: 5%|β–Œ | 5/95 [00:11<03:26, 2.29s/it] Epoch 1/20 - Validation: 6%|β–‹ | 6/95 [00:13<03:18, 2.23s/it] Epoch 1/20 - Validation: 7%|β–‹ | 7/95 [00:15<03:15, 2.22s/it] Epoch 1/20 - Validation: 8%|β–Š | 8/95 [00:17<03:10, 2.19s/it] Epoch 1/20 - Validation: 9%|β–‰ | 9/95 [00:20<03:16, 2.28s/it] Epoch 1/20 - Validation: 11%|β–ˆ | 10/95 [00:22<03:11, 2.25s/it] Epoch 1/20 - Validation: 12%|β–ˆβ– | 11/95 [00:24<03:01, 2.16s/it] Epoch 1/20 - Validation: 13%|β–ˆβ–Ž | 12/95 [00:26<02:54, 2.10s/it] Epoch 1/20 - Validation: 14%|β–ˆβ–Ž | 13/95 [00:28<02:50, 2.07s/it] Epoch 1/20 - Validation: 15%|β–ˆβ– | 14/95 [00:30<02:45, 2.04s/it] Epoch 1/20 - Validation: 16%|β–ˆβ–Œ | 15/95 [00:32<02:41, 2.02s/it] Epoch 1/20 - Validation: 17%|β–ˆβ–‹ | 16/95 [00:34<02:38, 2.01s/it] Epoch 1/20 - Validation: 18%|β–ˆβ–Š | 17/95 [00:35<02:30, 1.93s/it] Epoch 1/20 - Validation: 19%|β–ˆβ–‰ | 18/95 [00:37<02:20, 1.82s/it] Epoch 1/20 - Validation: 20%|β–ˆβ–ˆ | 19/95 [00:39<02:12, 1.75s/it] Epoch 1/20 - Validation: 21%|β–ˆβ–ˆ | 20/95 [00:40<02:07, 1.69s/it] Epoch 1/20 - Validation: 22%|β–ˆβ–ˆβ– | 21/95 [00:42<02:00, 1.63s/it] Epoch 1/20 - Validation: 23%|β–ˆβ–ˆβ–Ž | 22/95 [00:43<02:00, 1.64s/it] Epoch 1/20 - Validation: 24%|β–ˆβ–ˆβ– | 23/95 [00:45<01:53, 1.57s/it] Epoch 1/20 - Validation: 25%|β–ˆβ–ˆβ–Œ | 24/95 [00:46<01:47, 1.52s/it] Epoch 1/20 - Validation: 26%|β–ˆβ–ˆβ–‹ | 25/95 [00:47<01:43, 1.48s/it] Epoch 1/20 - Validation: 27%|β–ˆβ–ˆβ–‹ | 26/95 [00:49<01:46, 1.54s/it] Epoch 1/20 - Validation: 28%|β–ˆβ–ˆβ–Š | 27/95 [00:51<01:42, 1.51s/it] Epoch 1/20 - Validation: 29%|β–ˆβ–ˆβ–‰ | 28/95 [00:52<01:39, 1.48s/it] Epoch 1/20 - Validation: 31%|β–ˆβ–ˆβ–ˆ | 29/95 [00:53<01:37, 1.47s/it] Epoch 1/20 - Validation: 32%|β–ˆβ–ˆβ–ˆβ– | 30/95 [00:55<01:35, 1.46s/it] Epoch 1/20 - Validation: 33%|β–ˆβ–ˆβ–ˆβ–Ž | 31/95 [00:56<01:32, 1.45s/it] Epoch 1/20 - Validation: 34%|β–ˆβ–ˆβ–ˆβ–Ž | 32/95 [00:58<01:30, 1.44s/it] Epoch 1/20 - Validation: 35%|β–ˆβ–ˆβ–ˆβ– | 33/95 [00:59<01:28, 1.42s/it] Epoch 1/20 - Validation: 36%|β–ˆβ–ˆβ–ˆβ–Œ | 34/95 [01:00<01:26, 1.42s/it] Epoch 1/20 - Validation: 37%|β–ˆβ–ˆβ–ˆβ–‹ | 35/95 [01:02<01:23, 1.40s/it] Epoch 1/20 - Validation: 38%|β–ˆβ–ˆβ–ˆβ–Š | 36/95 [01:03<01:21, 1.39s/it] Epoch 1/20 - Validation: 39%|β–ˆβ–ˆβ–ˆβ–‰ | 37/95 [01:05<01:20, 1.38s/it] Epoch 1/20 - Validation: 40%|β–ˆβ–ˆβ–ˆβ–ˆ | 38/95 [01:06<01:18, 1.38s/it] Epoch 1/20 - Validation: 41%|β–ˆβ–ˆβ–ˆβ–ˆ | 39/95 [01:07<01:17, 1.38s/it] Epoch 1/20 - Validation: 42%|β–ˆβ–ˆβ–ˆβ–ˆβ– | 40/95 [01:09<01:16, 1.39s/it] Epoch 1/20 - Validation: 43%|β–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 41/95 [01:10<01:14, 1.39s/it] Epoch 1/20 - Validation: 44%|β–ˆβ–ˆβ–ˆβ–ˆβ– | 42/95 [01:11<01:13, 1.38s/it] Epoch 1/20 - Validation: 45%|β–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 43/95 [01:13<01:11, 1.37s/it] Epoch 1/20 - Validation: 46%|β–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 44/95 [01:14<01:10, 1.38s/it] Epoch 1/20 - Validation: 47%|β–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 45/95 [01:16<01:09, 1.39s/it] Epoch 1/20 - Validation: 48%|β–ˆβ–ˆβ–ˆβ–ˆβ–Š | 46/95 [01:17<01:07, 1.39s/it] Epoch 1/20 - Validation: 49%|β–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 47/95 [01:19<01:09, 1.45s/it] Epoch 1/20 - Validation: 51%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 48/95 [01:20<01:07, 1.43s/it] Epoch 1/20 - Validation: 52%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 49/95 [01:21<01:06, 1.44s/it] Epoch 1/20 - Validation: 53%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 50/95 [01:23<01:04, 1.43s/it] Epoch 1/20 - Validation: 54%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 51/95 [01:24<01:02, 1.42s/it] Epoch 1/20 - Validation: 55%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 52/95 [01:26<00:59, 1.40s/it] Epoch 1/20 - Validation: 56%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 53/95 [01:27<01:00, 1.43s/it] Epoch 1/20 - Validation: 57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 54/95 [01:29<00:58, 1.44s/it] Epoch 1/20 - Validation: 58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 55/95 [01:30<00:57, 1.43s/it] Epoch 1/20 - Validation: 59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 56/95 [01:31<00:55, 1.43s/it] Epoch 1/20 - Validation: 60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 57/95 [01:33<00:54, 1.43s/it] Epoch 1/20 - Validation: 61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 58/95 [01:35<00:57, 1.54s/it] Epoch 1/20 - Validation: 62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 59/95 [01:36<00:58, 1.61s/it] Epoch 1/20 - Validation: 63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 60/95 [01:38<00:55, 1.59s/it] Epoch 1/20 - Validation: 64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 61/95 [01:39<00:51, 1.51s/it] Epoch 1/20 - Validation: 65%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 62/95 [01:41<00:50, 1.53s/it] Epoch 1/20 - Validation: 66%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 63/95 [01:42<00:48, 1.52s/it] Epoch 1/20 - Validation: 67%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 64/95 [01:44<00:47, 1.54s/it] Epoch 1/20 - Validation: 68%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 65/95 [01:45<00:45, 1.50s/it] Epoch 1/20 - Validation: 69%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 66/95 [01:47<00:44, 1.53s/it] Epoch 1/20 - Validation: 71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 67/95 [01:49<00:44, 1.57s/it] Epoch 1/20 - Validation: 72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 68/95 [01:50<00:43, 1.61s/it] Epoch 1/20 - Validation: 73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 69/95 [01:52<00:44, 1.70s/it]slurmstepd: error: *** REASON: burst_buffer/lua: Stage-out in progress ***
slurmstepd: error: *** JOB 541290 ON ip-10-0-136-5 CANCELLED AT 2024-11-26T22:08:55 ***
slurmstepd: error: *** REASON: burst_buffer/lua: Stage-out in progress ***