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Upload logs/v5_eval/v5_eval_20260404_151812.log with huggingface_hub

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  1. logs/v5_eval/v5_eval_20260404_151812.log +84 -0
logs/v5_eval/v5_eval_20260404_151812.log CHANGED
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  === onset_v5 COn re-eval -- Sat Apr 4 15:18:12 HKT 2026 ===
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  SLURM_JOB_ID=128290 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 15:18:12 HKT 2026 ===
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  SLURM_JOB_ID=128290 node=gpu-4080-409 gpu=0
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+ Uploaded: logs/v5_eval/v5_eval_20260404_151812.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 15:18:20,925 INFO MIR-ST500 eval ready
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+ 2026-04-04 15:18:25,101 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 15:18:25,119 INFO Found 39 MIR-ST500 test tracks
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+ 2026-04-04 15:18:25,119 INFO [1/39] mir_st500_259
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+ 2026-04-04 15:18:27,869 INFO Loading RMVPE from /userhome/cs/u3571824/fyp/muse/backend/ml_models/prod/weights/rmvpe.pt
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+ 2026-04-04 15:18:31,370 INFO [2/39] mir_st500_225
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+ 2026-04-04 15:18:32,718 INFO [3/39] mir_st500_66
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+ 2026-04-04 15:18:33,559 INFO [4/39] mir_st500_324
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+ 2026-04-04 15:18:34,845 INFO [5/39] mir_st500_86
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+ 2026-04-04 15:18:36,005 INFO [6/39] mir_st500_227
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+ 2026-04-04 15:18:37,091 INFO [7/39] mir_st500_12
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+ 2026-04-04 15:18:38,061 INFO [8/39] mir_st500_293
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+ 2026-04-04 15:18:39,277 INFO [9/39] mir_st500_46
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+ 2026-04-04 15:18:40,555 INFO [10/39] mir_st500_382
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+ 2026-04-04 15:18:41,796 INFO [11/39] mir_st500_260
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+ 2026-04-04 15:18:42,783 INFO [12/39] mir_st500_368
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+ 2026-04-04 15:18:44,021 INFO [13/39] mir_st500_89
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+ 2026-04-04 15:18:45,263 INFO [14/39] mir_st500_73
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+ 2026-04-04 15:18:46,611 INFO [15/39] mir_st500_492
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+ 2026-04-04 15:18:48,125 INFO [16/39] mir_st500_25
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+ 2026-04-04 15:18:49,228 INFO [17/39] mir_st500_444
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+ 2026-04-04 15:18:50,485 INFO [18/39] mir_st500_155
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+ 2026-04-04 15:18:51,762 INFO [19/39] mir_st500_466
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+ 2026-04-04 15:18:53,079 INFO [20/39] mir_st500_412
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+ 2026-04-04 15:18:54,345 INFO [21/39] mir_st500_268
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+ 2026-04-04 15:18:55,214 INFO [22/39] mir_st500_26
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+ 2026-04-04 15:18:56,605 INFO [23/39] mir_st500_190
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+ 2026-04-04 15:18:57,643 INFO [24/39] mir_st500_158
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+ 2026-04-04 15:18:58,924 INFO [25/39] mir_st500_159
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+ 2026-04-04 15:19:00,156 INFO [26/39] mir_st500_37
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+ 2026-04-04 15:19:01,365 INFO [27/39] mir_st500_460
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+ 2026-04-04 15:19:02,726 INFO [28/39] mir_st500_188
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+ 2026-04-04 15:19:03,955 INFO [29/39] mir_st500_435
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+ 2026-04-04 15:19:05,207 INFO [30/39] mir_st500_57
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+ 2026-04-04 15:19:06,398 INFO [31/39] mir_st500_195
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+ 2026-04-04 15:19:07,681 INFO [32/39] mir_st500_213
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+ 2026-04-04 15:19:08,869 INFO [33/39] mir_st500_262
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+ 2026-04-04 15:19:10,059 INFO [34/39] mir_st500_275
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+ 2026-04-04 15:19:11,236 INFO [35/39] mir_st500_290
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+ 2026-04-04 15:19:12,442 INFO [36/39] mir_st500_93
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+ 2026-04-04 15:19:13,662 INFO [37/39] mir_st500_154
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+ 2026-04-04 15:19:14,976 INFO [38/39] mir_st500_2
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+ 2026-04-04 15:19:16,154 INFO [39/39] mir_st500_487
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+ 2026-04-04 15:19:17,513 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) 0.086 0.042 0.010
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+
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+ Metric Precision Recall F1
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+ ------------ ---------- ---------- ----------
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+ COn 0.2128 0.0570 0.0858
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+ COnP 0.1016 0.0279 0.0419
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+ COnPOff 0.0238 0.0066 0.0100
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+ Uploaded: eval/con_eval_onset_v5.json