Upload logs/v6_sweep/v6_sweep_20260404_202723.log with huggingface_hub

logs/v6_sweep/v6_sweep_20260404_202723.log

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+=== v6 sweep — Sat Apr  4 20:27:23 HKT 2026 ===
+2026-04-04 20:27:37,011 INFO HTTP Request: GET https://huggingface.co/api/datasets/lamooon/vocal/tree/main?recursive=true&expand=false "HTTP/1.1 200 OK"
+2026-04-04 20:27:37,031 INFO MIR-ST500 eval ready: 63 tracks in data_eval/processed/audio
+2026-04-04 20:27:37,034 INFO Using directory scan: 63 tracks (manifest had 39)
+2026-04-04 20:27:44,529 INFO HTTP Request: HEAD https://huggingface.co/m-a-p/MERT-v1-95M/resolve/main/config.json "HTTP/1.1 307 Temporary Redirect"
+2026-04-04 20:27:44,535 INFO HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/m-a-p/MERT-v1-95M/12af15fef9d0ac838c3f475bfbbf26d2060dd4f5/config.json "HTTP/1.1 200 OK"
+2026-04-04 20:27:44,767 INFO HTTP Request: HEAD https://huggingface.co/m-a-p/MERT-v1-95M/resolve/main/configuration_MERT.py "HTTP/1.1 307 Temporary Redirect"
+2026-04-04 20:27:44,773 INFO HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/m-a-p/MERT-v1-95M/12af15fef9d0ac838c3f475bfbbf26d2060dd4f5/configuration_MERT.py "HTTP/1.1 200 OK"
+2026-04-04 20:27:45,015 INFO HTTP Request: HEAD https://huggingface.co/m-a-p/MERT-v1-95M/resolve/main/modeling_MERT.py "HTTP/1.1 307 Temporary Redirect"
+2026-04-04 20:27:45,023 INFO HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/m-a-p/MERT-v1-95M/12af15fef9d0ac838c3f475bfbbf26d2060dd4f5/modeling_MERT.py "HTTP/1.1 200 OK"
+2026-04-04 20:27:46,009 INFO HTTP Request: HEAD https://huggingface.co/m-a-p/MERT-v1-95M/resolve/main/model.safetensors "HTTP/1.1 404 Not Found"
+Loaded v6 from /userhome/cs/u3571824/fyp/muse/backend/ml_models/dev/vocal/outputs/onset_v6/best.pt
+63 test tracks
+Pre-computing onset probs + RMVPE f0...
+  [1/63] mir_st500_12
+Loading MERT-v1-95M (frozen)...
+WARNING: feature_extractor_cqt requires the libray 'nnAudio'
+
+2026-04-04 20:27:46,987 INFO HTTP Request: HEAD https://huggingface.co/m-a-p/MERT-v1-95M/resolve/main/processor_config.json "HTTP/1.1 404 Not Found"
+2026-04-04 20:27:47,208 INFO HTTP Request: HEAD https://huggingface.co/m-a-p/MERT-v1-95M/resolve/main/preprocessor_config.json "HTTP/1.1 307 Temporary Redirect"
+2026-04-04 20:27:47,215 INFO HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/m-a-p/MERT-v1-95M/12af15fef9d0ac838c3f475bfbbf26d2060dd4f5/preprocessor_config.json "HTTP/1.1 200 OK"
+2026-04-04 20:27:49,834 INFO Loading RMVPE from /userhome/cs/u3571824/fyp/muse/backend/ml_models/prod/weights/rmvpe.pt
+MERT loaded (94M params, frozen)
+  [2/63] mir_st500_154
+  [3/63] mir_st500_155
+  [4/63] mir_st500_158
+  [5/63] mir_st500_159
+  [6/63] mir_st500_188
+  [7/63] mir_st500_190
+  [8/63] mir_st500_195
+  [9/63] mir_st500_196
+  [10/63] mir_st500_2
+  [11/63] mir_st500_209
+  [12/63] mir_st500_213
+  [13/63] mir_st500_225
+  [14/63] mir_st500_227
+  [15/63] mir_st500_234
+  [16/63] mir_st500_24
+  [17/63] mir_st500_25
+  [18/63] mir_st500_259
+  [19/63] mir_st500_26
+  [20/63] mir_st500_260
+  [21/63] mir_st500_262
+  [22/63] mir_st500_268
+  [23/63] mir_st500_273
+  [24/63] mir_st500_275
+  [25/63] mir_st500_280
+  [26/63] mir_st500_29
+  [27/63] mir_st500_290
+  [28/63] mir_st500_293
+  [29/63] mir_st500_301
+  [30/63] mir_st500_308
+  [31/63] mir_st500_324
+  [32/63] mir_st500_330
+  [33/63] mir_st500_353
+  [34/63] mir_st500_368
+  [35/63] mir_st500_37
+  [36/63] mir_st500_371
+  [37/63] mir_st500_374
+  [38/63] mir_st500_380
+  [39/63] mir_st500_382
+  [40/63] mir_st500_4
+  [41/63] mir_st500_412
+  [42/63] mir_st500_42
+  [43/63] mir_st500_435
+  [44/63] mir_st500_44
+  [45/63] mir_st500_444
+  [46/63] mir_st500_450
+  [47/63] mir_st500_46
+  [48/63] mir_st500_460
+  [49/63] mir_st500_464
+  [50/63] mir_st500_466
+  [51/63] mir_st500_483
+  [52/63] mir_st500_487
+  [53/63] mir_st500_492
+  [54/63] mir_st500_497
+  [55/63] mir_st500_52
+  [56/63] mir_st500_57
+  [57/63] mir_st500_65
+  [58/63] mir_st500_66
+  [59/63] mir_st500_73
+  [60/63] mir_st500_86
+  [61/63] mir_st500_88
+  [62/63] mir_st500_89
+  [63/63] mir_st500_93
+
+Sweeping 7 thresholds × 2 gate options...
+  thr=0.20_gate=OFF          COn=0.4768  P=0.3563  R=0.7431  COnP=0.3459
+  thr=0.30_gate=OFF          COn=0.5895  P=0.5046  R=0.7210  COnP=0.4493
+  thr=0.35_gate=OFF          COn=0.6294  P=0.5732  R=0.7053  COnP=0.4869
+  thr=0.40_gate=OFF          COn=0.6536  P=0.6278  R=0.6866  COnP=0.5073
+  thr=0.45_gate=OFF          COn=0.6665  P=0.6745  R=0.6624  COnP=0.5167
+  thr=0.50_gate=OFF          COn=0.6613  P=0.7164  R=0.6188  COnP=0.5011
+  thr=0.60_gate=OFF          COn=0.4078  P=0.7913  R=0.2874  COnP=0.2423
+  thr=0.20_gate=ON           COn=0.4791  P=0.3523  R=0.7705  COnP=0.3447
+  thr=0.30_gate=ON           COn=0.5968  P=0.5047  R=0.7420  COnP=0.4517
+  thr=0.35_gate=ON           COn=0.6376  P=0.5776  R=0.7191  COnP=0.4900
+  thr=0.40_gate=ON           COn=0.6619  P=0.6374  R=0.6934  COnP=0.5115
+  thr=0.45_gate=ON           COn=0.6701  P=0.6860  R=0.6588  COnP=0.5169
+  thr=0.50_gate=ON           COn=0.6525  P=0.7265  R=0.5970  COnP=0.4903
+  thr=0.60_gate=ON           COn=0.3633  P=0.7986  R=0.2448  COnP=0.2092
+
+Best: thr=0.45_gate=ON  COn=0.6701  P=0.6860  R=0.6588
+Saved: v6_sweep_results.json
+Saved visualization: analysis/v6_voicing_gate_analysis.png
+Uploaded: eval/v6_sweep_results.json
+
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  ...voicing_gate_analysis.png: 100%|██████████|  514kB /  514kB            
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  ...voicing_gate_analysis.png: 100%|██████████|  514kB /  514kB            
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  ...voicing_gate_analysis.png: 100%|██████████|  514kB /  514kB            
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  ...voicing_gate_analysis.png: 100%|██████████|  514kB /  514kB            
+Uploaded: analysis/v6_voicing_gate_analysis.png
+=== DONE — Sat Apr  4 20:29:23 HKT 2026 ===