Upload logs/rmvpe_ft/rmvpe_ft_20260329_141436.log with huggingface_hub

logs/rmvpe_ft/rmvpe_ft_20260329_141436.log

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+=== Fine-tune RMVPE — Sun Mar 29 14:14:36 HKT 2026 ===
+
+=== Run 1/5 — Sun Mar 29 14:14:36 HKT 2026 ===
+Train: 4259 tracks, Val: 531 tracks
+Loading pretrained RMVPE from /userhome/cs/u3571824/fyp/muse/backend/ml_models/prod/weights/rmvpe.pt
+Traceback (most recent call last):
+  File "/userhome/cs/u3571824/fyp/muse/backend/ml_models/prod/rmvpe/inference.py", line 31, in __init__
+    model.load_state_dict(state)
+  File "/userhome/cs/u3571824/anaconda3/envs/bass/lib/python3.10/site-packages/torch/nn/modules/module.py", line 2635, in load_state_dict
+    raise RuntimeError(
+RuntimeError: Error(s) in loading state_dict for E2E:
+	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". 
+
+During handling of the above exception, another exception occurred:
+
+Traceback (most recent call last):
+  File "/userhome/cs/u3571824/fyp/muse/backend/ml_models/dev/vocal/finetune_rmvpe.py", line 408, in <module>
+    main()
+  File "/userhome/cs/u3571824/fyp/muse/backend/ml_models/dev/vocal/finetune_rmvpe.py", line 288, in main
+    rmvpe = RMVPE(rmvpe_path, hop_length=HOP_LENGTH, device=str(device))
+  File "/userhome/cs/u3571824/fyp/muse/backend/ml_models/prod/rmvpe/inference.py", line 34, in __init__
+    model.load_state_dict(state)
+  File "/userhome/cs/u3571824/anaconda3/envs/bass/lib/python3.10/site-packages/torch/nn/modules/module.py", line 2635, in load_state_dict
+    raise RuntimeError(
+RuntimeError: Error(s) in loading state_dict for E2E0:
+	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". 
+Transient crash (exit 1). Retrying in 15s...
+
+=== Run 2/5 — Sun Mar 29 14:15:01 HKT 2026 ===
+Train: 4259 tracks, Val: 531 tracks
+Loading pretrained RMVPE from /userhome/cs/u3571824/fyp/muse/backend/ml_models/prod/weights/rmvpe.pt
+Traceback (most recent call last):
+  File "/userhome/cs/u3571824/fyp/muse/backend/ml_models/prod/rmvpe/inference.py", line 31, in __init__
+    model.load_state_dict(state)
+  File "/userhome/cs/u3571824/anaconda3/envs/bass/lib/python3.10/site-packages/torch/nn/modules/module.py", line 2635, in load_state_dict
+    raise RuntimeError(
+RuntimeError: Error(s) in loading state_dict for E2E:
+	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". 
+
+During handling of the above exception, another exception occurred:
+
+Traceback (most recent call last):
+  File "/userhome/cs/u3571824/fyp/muse/backend/ml_models/dev/vocal/finetune_rmvpe.py", line 408, in <module>
+    main()
+  File "/userhome/cs/u3571824/fyp/muse/backend/ml_models/dev/vocal/finetune_rmvpe.py", line 288, in main
+    rmvpe = RMVPE(rmvpe_path, hop_length=HOP_LENGTH, device=str(device))
+  File "/userhome/cs/u3571824/fyp/muse/backend/ml_models/prod/rmvpe/inference.py", line 34, in __init__
+    model.load_state_dict(state)
+  File "/userhome/cs/u3571824/anaconda3/envs/bass/lib/python3.10/site-packages/torch/nn/modules/module.py", line 2635, in load_state_dict
+    raise RuntimeError(
+RuntimeError: Error(s) in loading state_dict for E2E0:
+	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". 
+Transient crash (exit 1). Retrying in 15s...
+
+=== Run 3/5 — Sun Mar 29 14:15:22 HKT 2026 ===
+Train: 4259 tracks, Val: 531 tracks
+Loading pretrained RMVPE from /userhome/cs/u3571824/fyp/muse/backend/ml_models/prod/weights/rmvpe.pt
+Traceback (most recent call last):
+  File "/userhome/cs/u3571824/fyp/muse/backend/ml_models/prod/rmvpe/inference.py", line 31, in __init__
+    model.load_state_dict(state)
+  File "/userhome/cs/u3571824/anaconda3/envs/bass/lib/python3.10/site-packages/torch/nn/modules/module.py", line 2635, in load_state_dict
+    raise RuntimeError(
+RuntimeError: Error(s) in loading state_dict for E2E:
+	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". 
+
+During handling of the above exception, another exception occurred:
+
+Traceback (most recent call last):
+  File "/userhome/cs/u3571824/fyp/muse/backend/ml_models/dev/vocal/finetune_rmvpe.py", line 408, in <module>
+    main()
+  File "/userhome/cs/u3571824/fyp/muse/backend/ml_models/dev/vocal/finetune_rmvpe.py", line 288, in main
+    rmvpe = RMVPE(rmvpe_path, hop_length=HOP_LENGTH, device=str(device))
+  File "/userhome/cs/u3571824/fyp/muse/backend/ml_models/prod/rmvpe/inference.py", line 34, in __init__
+    model.load_state_dict(state)
+  File "/userhome/cs/u3571824/anaconda3/envs/bass/lib/python3.10/site-packages/torch/nn/modules/module.py", line 2635, in load_state_dict
+    raise RuntimeError(
+RuntimeError: Error(s) in loading state_dict for E2E0:
+	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". 
+Transient crash (exit 1). Retrying in 15s...
+
+=== Run 4/5 — Sun Mar 29 14:15:40 HKT 2026 ===
+Train: 4259 tracks, Val: 531 tracks
+Loading pretrained RMVPE from /userhome/cs/u3571824/fyp/muse/backend/ml_models/prod/weights/rmvpe.pt
+Traceback (most recent call last):
+  File "/userhome/cs/u3571824/fyp/muse/backend/ml_models/prod/rmvpe/inference.py", line 31, in __init__
+    model.load_state_dict(state)
+  File "/userhome/cs/u3571824/anaconda3/envs/bass/lib/python3.10/site-packages/torch/nn/modules/module.py", line 2635, in load_state_dict
+    raise RuntimeError(
+RuntimeError: Error(s) in loading state_dict for E2E:
+	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". 
+
+During handling of the above exception, another exception occurred:
+
+Traceback (most recent call last):
+  File "/userhome/cs/u3571824/fyp/muse/backend/ml_models/dev/vocal/finetune_rmvpe.py", line 408, in <module>
+    main()
+  File "/userhome/cs/u3571824/fyp/muse/backend/ml_models/dev/vocal/finetune_rmvpe.py", line 288, in main
+    rmvpe = RMVPE(rmvpe_path, hop_length=HOP_LENGTH, device=str(device))
+  File "/userhome/cs/u3571824/fyp/muse/backend/ml_models/prod/rmvpe/inference.py", line 34, in __init__
+    model.load_state_dict(state)
+  File "/userhome/cs/u3571824/anaconda3/envs/bass/lib/python3.10/site-packages/torch/nn/modules/module.py", line 2635, in load_state_dict
+    raise RuntimeError(
+RuntimeError: Error(s) in loading state_dict for E2E0:
+	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". 
+Transient crash (exit 1). Retrying in 15s...
+
+=== Run 5/5 — Sun Mar 29 14:16:02 HKT 2026 ===
+Train: 4259 tracks, Val: 531 tracks
+Loading pretrained RMVPE from /userhome/cs/u3571824/fyp/muse/backend/ml_models/prod/weights/rmvpe.pt
+Traceback (most recent call last):
+  File "/userhome/cs/u3571824/fyp/muse/backend/ml_models/prod/rmvpe/inference.py", line 31, in __init__
+    model.load_state_dict(state)
+  File "/userhome/cs/u3571824/anaconda3/envs/bass/lib/python3.10/site-packages/torch/nn/modules/module.py", line 2635, in load_state_dict
+    raise RuntimeError(
+RuntimeError: Error(s) in loading state_dict for E2E:
+	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". 
+
+During handling of the above exception, another exception occurred:
+
+Traceback (most recent call last):
+  File "/userhome/cs/u3571824/fyp/muse/backend/ml_models/dev/vocal/finetune_rmvpe.py", line 408, in <module>
+    main()
+  File "/userhome/cs/u3571824/fyp/muse/backend/ml_models/dev/vocal/finetune_rmvpe.py", line 288, in main
+    rmvpe = RMVPE(rmvpe_path, hop_length=HOP_LENGTH, device=str(device))
+  File "/userhome/cs/u3571824/fyp/muse/backend/ml_models/prod/rmvpe/inference.py", line 34, in __init__
+    model.load_state_dict(state)
+  File "/userhome/cs/u3571824/anaconda3/envs/bass/lib/python3.10/site-packages/torch/nn/modules/module.py", line 2635, in load_state_dict
+    raise RuntimeError(
+RuntimeError: Error(s) in loading state_dict for E2E0:
+	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". 
+Transient crash (exit 1). Retrying in 15s...
+
+=== Upload to HuggingFace ===