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logs/rmvpe_ft/rmvpe_ft_20260329_143334.log
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=== Fine-tune RMVPE — Sun Mar 29 14:33:34 HKT 2026 ===
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=== Run 1/5 — Sun Mar 29 14:33:34 HKT 2026 ===
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Train: 4259 tracks, Val: 531 tracks
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Loading pretrained RMVPE from /userhome/cs/u3571824/fyp/muse/backend/ml_models/prod/weights/rmvpe.pt
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Traceback (most recent call last):
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File "/userhome/cs/u3571824/fyp/muse/backend/ml_models/dev/vocal/finetune_rmvpe.py", line 466, in <module>
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main()
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File "/userhome/cs/u3571824/fyp/muse/backend/ml_models/dev/vocal/finetune_rmvpe.py", line 342, in main
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model.load_state_dict(state)
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File "/userhome/cs/u3571824/anaconda3/envs/bass/lib/python3.10/site-packages/torch/nn/modules/module.py", line 2635, in load_state_dict
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raise RuntimeError(
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RuntimeError: Error(s) in loading state_dict for E2E0:
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Missing key(s) in state_dict: "unet.tf.layers.0.conv.0.weight", "unet.tf.layers.0.conv.1.weight", "unet.tf.layers.0.conv.1.bias", "unet.tf.layers.0.conv.1.running_mean", "unet.tf.layers.0.conv.1.running_var", "unet.tf.layers.0.conv.3.weight", "unet.tf.layers.0.conv.4.weight", "unet.tf.layers.0.conv.4.bias", "unet.tf.layers.0.conv.4.running_mean", "unet.tf.layers.0.conv.4.running_var", "unet.tf.layers.1.conv.0.weight", "unet.tf.layers.1.conv.1.weight", "unet.tf.layers.1.conv.1.bias", "unet.tf.layers.1.conv.1.running_mean", "unet.tf.layers.1.conv.1.running_var", "unet.tf.layers.1.conv.3.weight", "unet.tf.layers.1.conv.4.weight", "unet.tf.layers.1.conv.4.bias", "unet.tf.layers.1.conv.4.running_mean", "unet.tf.layers.1.conv.4.running_var", "unet.tf.layers.2.conv.0.weight", "unet.tf.layers.2.conv.1.weight", "unet.tf.layers.2.conv.1.bias", "unet.tf.layers.2.conv.1.running_mean", "unet.tf.layers.2.conv.1.running_var", "unet.tf.layers.2.conv.3.weight", "unet.tf.layers.2.conv.4.weight", "unet.tf.layers.2.conv.4.bias", "unet.tf.layers.2.conv.4.running_mean", "unet.tf.layers.2.conv.4.running_var", "unet.tf.layers.3.conv.0.weight", "unet.tf.layers.3.conv.1.weight", "unet.tf.layers.3.conv.1.bias", "unet.tf.layers.3.conv.1.running_mean", "unet.tf.layers.3.conv.1.running_var", "unet.tf.layers.3.conv.3.weight", "unet.tf.layers.3.conv.4.weight", "unet.tf.layers.3.conv.4.bias", "unet.tf.layers.3.conv.4.running_mean", "unet.tf.layers.3.conv.4.running_var", "unet.tf.layers.4.conv.0.weight", "unet.tf.layers.4.conv.1.weight", "unet.tf.layers.4.conv.1.bias", "unet.tf.layers.4.conv.1.running_mean", "unet.tf.layers.4.conv.1.running_var", "unet.tf.layers.4.conv.3.weight", "unet.tf.layers.4.conv.4.weight", "unet.tf.layers.4.conv.4.bias", "unet.tf.layers.4.conv.4.running_mean", "unet.tf.layers.4.conv.4.running_var".
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Transient crash (exit 1). Retrying in 15s...
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=== Run 2/5 — Sun Mar 29 14:33:57 HKT 2026 ===
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Train: 4259 tracks, Val: 531 tracks
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Loading pretrained RMVPE from /userhome/cs/u3571824/fyp/muse/backend/ml_models/prod/weights/rmvpe.pt
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Traceback (most recent call last):
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File "/userhome/cs/u3571824/fyp/muse/backend/ml_models/dev/vocal/finetune_rmvpe.py", line 466, in <module>
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main()
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File "/userhome/cs/u3571824/fyp/muse/backend/ml_models/dev/vocal/finetune_rmvpe.py", line 342, in main
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model.load_state_dict(state)
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File "/userhome/cs/u3571824/anaconda3/envs/bass/lib/python3.10/site-packages/torch/nn/modules/module.py", line 2635, in load_state_dict
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raise RuntimeError(
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RuntimeError: Error(s) in loading state_dict for E2E0:
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Missing key(s) in state_dict: "unet.tf.layers.0.conv.0.weight", "unet.tf.layers.0.conv.1.weight", "unet.tf.layers.0.conv.1.bias", "unet.tf.layers.0.conv.1.running_mean", "unet.tf.layers.0.conv.1.running_var", "unet.tf.layers.0.conv.3.weight", "unet.tf.layers.0.conv.4.weight", "unet.tf.layers.0.conv.4.bias", "unet.tf.layers.0.conv.4.running_mean", "unet.tf.layers.0.conv.4.running_var", "unet.tf.layers.1.conv.0.weight", "unet.tf.layers.1.conv.1.weight", "unet.tf.layers.1.conv.1.bias", "unet.tf.layers.1.conv.1.running_mean", "unet.tf.layers.1.conv.1.running_var", "unet.tf.layers.1.conv.3.weight", "unet.tf.layers.1.conv.4.weight", "unet.tf.layers.1.conv.4.bias", "unet.tf.layers.1.conv.4.running_mean", "unet.tf.layers.1.conv.4.running_var", "unet.tf.layers.2.conv.0.weight", "unet.tf.layers.2.conv.1.weight", "unet.tf.layers.2.conv.1.bias", "unet.tf.layers.2.conv.1.running_mean", "unet.tf.layers.2.conv.1.running_var", "unet.tf.layers.2.conv.3.weight", "unet.tf.layers.2.conv.4.weight", "unet.tf.layers.2.conv.4.bias", "unet.tf.layers.2.conv.4.running_mean", "unet.tf.layers.2.conv.4.running_var", "unet.tf.layers.3.conv.0.weight", "unet.tf.layers.3.conv.1.weight", "unet.tf.layers.3.conv.1.bias", "unet.tf.layers.3.conv.1.running_mean", "unet.tf.layers.3.conv.1.running_var", "unet.tf.layers.3.conv.3.weight", "unet.tf.layers.3.conv.4.weight", "unet.tf.layers.3.conv.4.bias", "unet.tf.layers.3.conv.4.running_mean", "unet.tf.layers.3.conv.4.running_var", "unet.tf.layers.4.conv.0.weight", "unet.tf.layers.4.conv.1.weight", "unet.tf.layers.4.conv.1.bias", "unet.tf.layers.4.conv.1.running_mean", "unet.tf.layers.4.conv.1.running_var", "unet.tf.layers.4.conv.3.weight", "unet.tf.layers.4.conv.4.weight", "unet.tf.layers.4.conv.4.bias", "unet.tf.layers.4.conv.4.running_mean", "unet.tf.layers.4.conv.4.running_var".
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Transient crash (exit 1). Retrying in 15s...
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=== Run 3/5 — Sun Mar 29 14:34:18 HKT 2026 ===
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Train: 4259 tracks, Val: 531 tracks
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Loading pretrained RMVPE from /userhome/cs/u3571824/fyp/muse/backend/ml_models/prod/weights/rmvpe.pt
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Traceback (most recent call last):
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File "/userhome/cs/u3571824/fyp/muse/backend/ml_models/dev/vocal/finetune_rmvpe.py", line 466, in <module>
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main()
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File "/userhome/cs/u3571824/fyp/muse/backend/ml_models/dev/vocal/finetune_rmvpe.py", line 342, in main
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model.load_state_dict(state)
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File "/userhome/cs/u3571824/anaconda3/envs/bass/lib/python3.10/site-packages/torch/nn/modules/module.py", line 2635, in load_state_dict
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raise RuntimeError(
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RuntimeError: Error(s) in loading state_dict for E2E0:
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Missing key(s) in state_dict: "unet.tf.layers.0.conv.0.weight", "unet.tf.layers.0.conv.1.weight", "unet.tf.layers.0.conv.1.bias", "unet.tf.layers.0.conv.1.running_mean", "unet.tf.layers.0.conv.1.running_var", "unet.tf.layers.0.conv.3.weight", "unet.tf.layers.0.conv.4.weight", "unet.tf.layers.0.conv.4.bias", "unet.tf.layers.0.conv.4.running_mean", "unet.tf.layers.0.conv.4.running_var", "unet.tf.layers.1.conv.0.weight", "unet.tf.layers.1.conv.1.weight", "unet.tf.layers.1.conv.1.bias", "unet.tf.layers.1.conv.1.running_mean", "unet.tf.layers.1.conv.1.running_var", "unet.tf.layers.1.conv.3.weight", "unet.tf.layers.1.conv.4.weight", "unet.tf.layers.1.conv.4.bias", "unet.tf.layers.1.conv.4.running_mean", "unet.tf.layers.1.conv.4.running_var", "unet.tf.layers.2.conv.0.weight", "unet.tf.layers.2.conv.1.weight", "unet.tf.layers.2.conv.1.bias", "unet.tf.layers.2.conv.1.running_mean", "unet.tf.layers.2.conv.1.running_var", "unet.tf.layers.2.conv.3.weight", "unet.tf.layers.2.conv.4.weight", "unet.tf.layers.2.conv.4.bias", "unet.tf.layers.2.conv.4.running_mean", "unet.tf.layers.2.conv.4.running_var", "unet.tf.layers.3.conv.0.weight", "unet.tf.layers.3.conv.1.weight", "unet.tf.layers.3.conv.1.bias", "unet.tf.layers.3.conv.1.running_mean", "unet.tf.layers.3.conv.1.running_var", "unet.tf.layers.3.conv.3.weight", "unet.tf.layers.3.conv.4.weight", "unet.tf.layers.3.conv.4.bias", "unet.tf.layers.3.conv.4.running_mean", "unet.tf.layers.3.conv.4.running_var", "unet.tf.layers.4.conv.0.weight", "unet.tf.layers.4.conv.1.weight", "unet.tf.layers.4.conv.1.bias", "unet.tf.layers.4.conv.1.running_mean", "unet.tf.layers.4.conv.1.running_var", "unet.tf.layers.4.conv.3.weight", "unet.tf.layers.4.conv.4.weight", "unet.tf.layers.4.conv.4.bias", "unet.tf.layers.4.conv.4.running_mean", "unet.tf.layers.4.conv.4.running_var".
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Transient crash (exit 1). Retrying in 15s...
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=== Run 4/5 — Sun Mar 29 14:34:38 HKT 2026 ===
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Train: 4259 tracks, Val: 531 tracks
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Loading pretrained RMVPE from /userhome/cs/u3571824/fyp/muse/backend/ml_models/prod/weights/rmvpe.pt
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| 48 |
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Traceback (most recent call last):
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| 49 |
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File "/userhome/cs/u3571824/fyp/muse/backend/ml_models/dev/vocal/finetune_rmvpe.py", line 466, in <module>
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| 50 |
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main()
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| 51 |
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File "/userhome/cs/u3571824/fyp/muse/backend/ml_models/dev/vocal/finetune_rmvpe.py", line 342, in main
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| 52 |
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model.load_state_dict(state)
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File "/userhome/cs/u3571824/anaconda3/envs/bass/lib/python3.10/site-packages/torch/nn/modules/module.py", line 2635, in load_state_dict
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| 54 |
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raise RuntimeError(
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RuntimeError: Error(s) in loading state_dict for E2E0:
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| 56 |
+
Missing key(s) in state_dict: "unet.tf.layers.0.conv.0.weight", "unet.tf.layers.0.conv.1.weight", "unet.tf.layers.0.conv.1.bias", "unet.tf.layers.0.conv.1.running_mean", "unet.tf.layers.0.conv.1.running_var", "unet.tf.layers.0.conv.3.weight", "unet.tf.layers.0.conv.4.weight", "unet.tf.layers.0.conv.4.bias", "unet.tf.layers.0.conv.4.running_mean", "unet.tf.layers.0.conv.4.running_var", "unet.tf.layers.1.conv.0.weight", "unet.tf.layers.1.conv.1.weight", "unet.tf.layers.1.conv.1.bias", "unet.tf.layers.1.conv.1.running_mean", "unet.tf.layers.1.conv.1.running_var", "unet.tf.layers.1.conv.3.weight", "unet.tf.layers.1.conv.4.weight", "unet.tf.layers.1.conv.4.bias", "unet.tf.layers.1.conv.4.running_mean", "unet.tf.layers.1.conv.4.running_var", "unet.tf.layers.2.conv.0.weight", "unet.tf.layers.2.conv.1.weight", "unet.tf.layers.2.conv.1.bias", "unet.tf.layers.2.conv.1.running_mean", "unet.tf.layers.2.conv.1.running_var", "unet.tf.layers.2.conv.3.weight", "unet.tf.layers.2.conv.4.weight", "unet.tf.layers.2.conv.4.bias", "unet.tf.layers.2.conv.4.running_mean", "unet.tf.layers.2.conv.4.running_var", "unet.tf.layers.3.conv.0.weight", "unet.tf.layers.3.conv.1.weight", "unet.tf.layers.3.conv.1.bias", "unet.tf.layers.3.conv.1.running_mean", "unet.tf.layers.3.conv.1.running_var", "unet.tf.layers.3.conv.3.weight", "unet.tf.layers.3.conv.4.weight", "unet.tf.layers.3.conv.4.bias", "unet.tf.layers.3.conv.4.running_mean", "unet.tf.layers.3.conv.4.running_var", "unet.tf.layers.4.conv.0.weight", "unet.tf.layers.4.conv.1.weight", "unet.tf.layers.4.conv.1.bias", "unet.tf.layers.4.conv.1.running_mean", "unet.tf.layers.4.conv.1.running_var", "unet.tf.layers.4.conv.3.weight", "unet.tf.layers.4.conv.4.weight", "unet.tf.layers.4.conv.4.bias", "unet.tf.layers.4.conv.4.running_mean", "unet.tf.layers.4.conv.4.running_var".
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Transient crash (exit 1). Retrying in 15s...
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=== Run 5/5 — Sun Mar 29 14:34:57 HKT 2026 ===
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| 60 |
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Train: 4259 tracks, Val: 531 tracks
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| 61 |
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Loading pretrained RMVPE from /userhome/cs/u3571824/fyp/muse/backend/ml_models/prod/weights/rmvpe.pt
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| 62 |
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Traceback (most recent call last):
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| 63 |
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File "/userhome/cs/u3571824/fyp/muse/backend/ml_models/dev/vocal/finetune_rmvpe.py", line 466, in <module>
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| 64 |
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main()
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| 65 |
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File "/userhome/cs/u3571824/fyp/muse/backend/ml_models/dev/vocal/finetune_rmvpe.py", line 342, in main
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| 66 |
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model.load_state_dict(state)
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| 67 |
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File "/userhome/cs/u3571824/anaconda3/envs/bass/lib/python3.10/site-packages/torch/nn/modules/module.py", line 2635, in load_state_dict
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raise RuntimeError(
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| 69 |
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RuntimeError: Error(s) in loading state_dict for E2E0:
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| 70 |
+
Missing key(s) in state_dict: "unet.tf.layers.0.conv.0.weight", "unet.tf.layers.0.conv.1.weight", "unet.tf.layers.0.conv.1.bias", "unet.tf.layers.0.conv.1.running_mean", "unet.tf.layers.0.conv.1.running_var", "unet.tf.layers.0.conv.3.weight", "unet.tf.layers.0.conv.4.weight", "unet.tf.layers.0.conv.4.bias", "unet.tf.layers.0.conv.4.running_mean", "unet.tf.layers.0.conv.4.running_var", "unet.tf.layers.1.conv.0.weight", "unet.tf.layers.1.conv.1.weight", "unet.tf.layers.1.conv.1.bias", "unet.tf.layers.1.conv.1.running_mean", "unet.tf.layers.1.conv.1.running_var", "unet.tf.layers.1.conv.3.weight", "unet.tf.layers.1.conv.4.weight", "unet.tf.layers.1.conv.4.bias", "unet.tf.layers.1.conv.4.running_mean", "unet.tf.layers.1.conv.4.running_var", "unet.tf.layers.2.conv.0.weight", "unet.tf.layers.2.conv.1.weight", "unet.tf.layers.2.conv.1.bias", "unet.tf.layers.2.conv.1.running_mean", "unet.tf.layers.2.conv.1.running_var", "unet.tf.layers.2.conv.3.weight", "unet.tf.layers.2.conv.4.weight", "unet.tf.layers.2.conv.4.bias", "unet.tf.layers.2.conv.4.running_mean", "unet.tf.layers.2.conv.4.running_var", "unet.tf.layers.3.conv.0.weight", "unet.tf.layers.3.conv.1.weight", "unet.tf.layers.3.conv.1.bias", "unet.tf.layers.3.conv.1.running_mean", "unet.tf.layers.3.conv.1.running_var", "unet.tf.layers.3.conv.3.weight", "unet.tf.layers.3.conv.4.weight", "unet.tf.layers.3.conv.4.bias", "unet.tf.layers.3.conv.4.running_mean", "unet.tf.layers.3.conv.4.running_var", "unet.tf.layers.4.conv.0.weight", "unet.tf.layers.4.conv.1.weight", "unet.tf.layers.4.conv.1.bias", "unet.tf.layers.4.conv.1.running_mean", "unet.tf.layers.4.conv.1.running_var", "unet.tf.layers.4.conv.3.weight", "unet.tf.layers.4.conv.4.weight", "unet.tf.layers.4.conv.4.bias", "unet.tf.layers.4.conv.4.running_mean", "unet.tf.layers.4.conv.4.running_var".
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| 71 |
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Transient crash (exit 1). Retrying in 15s...
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=== Upload to HuggingFace ===
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