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[NbConvertApp] Converting notebook HCP_downstream_raw_flatmaps.ipynb to python
[NbConvertApp] Writing 36402 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_215001-HCPflat_raw_beta_age_83810
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: 🚀 View run at https://stability.wandb.io/ckadirt/fMRI-foundation-model/runs/HCPflat_raw_beta_age_83810
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return F.mse_loss(input, target, reduction=self.reduction)
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Epoch 1/20 - Training: 91%|█████████ | 789/870 [04:42<00:17, 4.71it/s]
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Epoch 1/20 - Training: 100%|█████████▉| 868/870 [05:19<00:00, 5.91it/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)
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Epoch 1/20 - Training: 100%|██████████| 870/870 [05:19<00:00, 2.72it/s]
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Epoch 1/20 - Validation: 48%|████▊ | 46/95 [01:09<00:59, 1.22s/it]
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Epoch 1/20 - Validation: 51%|█████ | 48/95 [01:11<00:57, 1.23s/it]
Epoch 1/20 - Validation: 52%|█████▏ | 49/95 [01:13<00:57, 1.25s/it]
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Epoch 1/20 - Validation: 64%|██████▍ | 61/95 [01:29<00:47, 1.41s/it]
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Epoch 1/20 - Validation: 76%|███████▌ | 72/95 [01:46<00:36, 1.58s/it]
Epoch 1/20 - Validation: 77%|███████▋ | 73/95 [01:48<00:33, 1.53s/it]
Epoch 1/20 - Validation: 78%|███████▊ | 74/95 [01:49<00:30, 1.48s/it]
Epoch 1/20 - Validation: 79%|███████▉ | 75/95 [01:51<00:28, 1.43s/it]
Epoch 1/20 - Validation: 80%|████████ | 76/95 [01:52<00:26, 1.38s/it]
Epoch 1/20 - Validation: 81%|████████ | 77/95 [01:53<00:24, 1.35s/it]
Epoch 1/20 - Validation: 82%|████████▏ | 78/95 [01:54<00:22, 1.32s/it]
Epoch 1/20 - Validation: 83%|████████▎ | 79/95 [01:56<00:20, 1.30s/it]
Epoch 1/20 - Validation: 84%|████████▍ | 80/95 [01:57<00:19, 1.28s/it]
Epoch 1/20 - Validation: 85%|████████▌ | 81/95 [01:58<00:17, 1.27s/it]
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Epoch 1/20 - Validation: 87%|████████▋ | 83/95 [02:01<00:17, 1.45s/it]
Epoch 1/20 - Validation: 88%|████████▊ | 84/95 [02:03<00:16, 1.49s/it]
Epoch 1/20 - Validation: 89%|████████▉ | 85/95 [02:04<00:14, 1.50s/it]
Epoch 1/20 - Validation: 91%|█████████ | 86/95 [02:06<00:13, 1.50s/it]
Epoch 1/20 - Validation: 92%|█████████▏| 87/95 [02:07<00:11, 1.43s/it]
Epoch 1/20 - Validation: 93%|█████████▎| 88/95 [02:08<00:09, 1.37s/it]
Epoch 1/20 - Validation: 94%|█████████▎| 89/95 [02:10<00:08, 1.41s/it]
Epoch 1/20 - Validation: 95%|█████████▍| 90/95 [02:12<00:07, 1.49s/it]
Epoch 1/20 - Validation: 96%|█████████▌| 91/95 [02:13<00:06, 1.52s/it]
Epoch 1/20 - Validation: 97%|█████████▋| 92/95 [02:15<00:04, 1.49s/it]
Epoch 1/20 - Validation: 98%|█████████▊| 93/95 [02:16<00:02, 1.41s/it]
Epoch 1/20 - Validation: 99%|█████████▉| 94/95 [02:17<00:01, 1.44s/it]/admin/home-ckadirt/foundation_env/lib/python3.11/site-packages/torch/nn/modules/loss.py:538: UserWarning: Using a target size (torch.Size([50, 1])) that is different to the input size (torch.Size([50])). 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 - Validation: 100%|██████████| 95/95 [02:18<00:00, 1.21s/it]
Epoch 1/20 - Validation: 100%|██████████| 95/95 [02:18<00:00, 1.46s/it]
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Epoch 2/20 - Training: 7%|▋ | 64/870 [00:20<04:17, 3.13it/s]
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Epoch 2/20 - Training: 9%|▊ | 74/870 [00:23<04:18, 3.08it/s]
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Epoch 2/20 - Training: 10%|█ | 90/870 [00:26<01:56, 6.68it/s]
Epoch 2/20 - Training: 11%|█ | 92/870 [00:27<04:38, 2.79it/s]
Epoch 2/20 - Training: 11%|█ | 93/870 [00:27<04:11, 3.09it/s]
Epoch 2/20 - Training: 11%|█ | 94/870 [00:28<04:19, 2.99it/s]
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Epoch 2/20 - Training: 11%|█▏ | 100/870 [00:28<01:53, 6.77it/s]
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Epoch 2/20 - Training: 32%|███▏ | 279/870 [01:38<02:17, 4.30it/s]slurmstepd: error: *** REASON: burst_buffer/lua: Stage-out in progress ***
slurmstepd: error: *** JOB 541287 ON ip-10-0-136-5 CANCELLED AT 2024-11-26T21:59:19 ***
slurmstepd: error: *** REASON: burst_buffer/lua: Stage-out in progress ***
|