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Upload logs/v5_eval/v5_eval_20260404_152512.log with huggingface_hub

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  1. logs/v5_eval/v5_eval_20260404_152512.log +86 -0
logs/v5_eval/v5_eval_20260404_152512.log CHANGED
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  === onset_v5 COn re-eval -- Sat Apr 4 15:25:12 HKT 2026 ===
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  SLURM_JOB_ID=128292 node=gpu-4080-409 gpu=0
 
 
 
 
 
 
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  .../outputs/onset_v5/best.pt: 100%|██████████| 422kB / 422kB 
 
 
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  === onset_v5 COn re-eval -- Sat Apr 4 15:25:12 HKT 2026 ===
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  SLURM_JOB_ID=128292 node=gpu-4080-409 gpu=0
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+ Uploaded: logs/v5_eval/v5_eval_20260404_152512.log
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+ v5 checkpoint ready: /userhome/cs/u3571824/fyp/muse/backend/ml_models/dev/vocal/outputs/onset_v5/best.pt
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+ No files have been modified since last commit. Skipping to prevent empty commit.
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+ Uploaded: checkpoints/onset_v5/best.pt
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+
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+ === COn eval: onset_v5 (12D f0+spectral BiGRU) ===
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+ 2026-04-04 15:25:19,132 INFO MIR-ST500 eval ready
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+ 2026-04-04 15:25:21,175 INFO Loaded onset_v5 (12D) from /userhome/cs/u3571824/fyp/muse/backend/ml_models/dev/vocal/outputs/onset_v5/best.pt
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+ 2026-04-04 15:25:21,177 INFO Found 39 MIR-ST500 test tracks
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+ 2026-04-04 15:25:21,177 INFO [1/39] mir_st500_259
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+ 2026-04-04 15:25:22,540 INFO Loading RMVPE from /userhome/cs/u3571824/fyp/muse/backend/ml_models/prod/weights/rmvpe.pt
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+ 2026-04-04 15:25:24,476 INFO [2/39] mir_st500_225
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+ 2026-04-04 15:25:25,722 INFO [3/39] mir_st500_66
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+ 2026-04-04 15:25:26,726 INFO [4/39] mir_st500_324
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+ 2026-04-04 15:25:28,101 INFO [5/39] mir_st500_86
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+ 2026-04-04 15:25:29,293 INFO [6/39] mir_st500_227
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+ 2026-04-04 15:25:30,359 INFO [7/39] mir_st500_12
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+ 2026-04-04 15:25:31,274 INFO [8/39] mir_st500_293
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+ 2026-04-04 15:25:32,450 INFO [9/39] mir_st500_46
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+ 2026-04-04 15:25:33,683 INFO [10/39] mir_st500_382
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+ 2026-04-04 15:25:34,847 INFO [11/39] mir_st500_260
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+ 2026-04-04 15:25:35,767 INFO [12/39] mir_st500_368
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+ 2026-04-04 15:25:36,958 INFO [13/39] mir_st500_89
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+ 2026-04-04 15:25:38,130 INFO [14/39] mir_st500_73
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+ 2026-04-04 15:25:39,409 INFO [15/39] mir_st500_492
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+ 2026-04-04 15:25:40,824 INFO [16/39] mir_st500_25
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+ 2026-04-04 15:25:41,855 INFO [17/39] mir_st500_444
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+ 2026-04-04 15:25:43,035 INFO [18/39] mir_st500_155
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+ 2026-04-04 15:25:44,266 INFO [19/39] mir_st500_466
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+ 2026-04-04 15:25:45,526 INFO [20/39] mir_st500_412
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+ 2026-04-04 15:25:46,753 INFO [21/39] mir_st500_268
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+ 2026-04-04 15:25:47,588 INFO [22/39] mir_st500_26
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+ 2026-04-04 15:25:48,898 INFO [23/39] mir_st500_190
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+ 2026-04-04 15:25:49,875 INFO [24/39] mir_st500_158
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+ 2026-04-04 15:25:51,120 INFO [25/39] mir_st500_159
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+ 2026-04-04 15:25:52,287 INFO [26/39] mir_st500_37
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+ 2026-04-04 15:25:53,521 INFO [27/39] mir_st500_460
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+ 2026-04-04 15:25:54,955 INFO [28/39] mir_st500_188
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+ 2026-04-04 15:25:56,206 INFO [29/39] mir_st500_435
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+ 2026-04-04 15:25:57,441 INFO [30/39] mir_st500_57
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+ 2026-04-04 15:25:58,633 INFO [31/39] mir_st500_195
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+ 2026-04-04 15:25:59,919 INFO [32/39] mir_st500_213
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+ 2026-04-04 15:26:01,347 INFO [33/39] mir_st500_262
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+ 2026-04-04 15:26:02,583 INFO [34/39] mir_st500_275
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+ 2026-04-04 15:26:03,743 INFO [35/39] mir_st500_290
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+ 2026-04-04 15:26:04,885 INFO [36/39] mir_st500_93
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+ 2026-04-04 15:26:06,276 INFO [37/39] mir_st500_154
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+ 2026-04-04 15:26:07,797 INFO [38/39] mir_st500_2
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+ 2026-04-04 15:26:08,973 INFO [39/39] mir_st500_487
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+ 2026-04-04 15:26:10,288 INFO Results saved to con_eval_onset_v5.json
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+
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+ ======================================================================
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+ MIR-ST500 (onset_v5) — 39 tracks
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+ ======================================================================
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+ System COn COnP COnPOff
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+ ---------------------------------------- ------- ------- -------
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+ RMVPE + heuristic (ours) 0.608 0.457 0.232
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+
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+ Metric Precision Recall F1
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+ ------------ ---------- ---------- ----------
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+ COn 0.5950 0.6269 0.6080
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+ COnP 0.4477 0.4701 0.4569
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+ COnPOff 0.2266 0.2387 0.2316
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+ Uploaded: eval/con_eval_onset_v5.json