Upload logs/full_eval/full_eval_20260404_160729.log with huggingface_hub

logs/full_eval/full_eval_20260404_160729.log

@@ -368,3 +368,90 @@ Uploaded: logs/full_eval/full_eval_20260404_160729.log
   COnP             0.2691     0.3801     0.3135
   COnPOff          0.1372     0.1944     0.1601
 Uploaded: eval/con_eval_lstm_full.json
+Uploaded: logs/full_eval/full_eval_20260404_160729.log
+
+=== Eval: tcn (8D) ===
+2026-04-04 16:13:35,808 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 16:13:35,827 INFO MIR-ST500 eval ready: 63 tracks in data_eval/processed/audio
+2026-04-04 16:13:37,617 INFO Loaded onset_tcn from /userhome/cs/u3571824/fyp/muse/backend/ml_models/dev/vocal/outputs/onset_tcn/best.pt
+2026-04-04 16:13:37,621 INFO Using directory scan: 63 tracks (manifest had 39)
+2026-04-04 16:13:37,621 INFO Found 63 MIR-ST500 test tracks
+2026-04-04 16:13:37,621 INFO [1/63] mir_st500_12
+2026-04-04 16:13:39,093 INFO Loading RMVPE from /userhome/cs/u3571824/fyp/muse/backend/ml_models/prod/weights/rmvpe.pt
+2026-04-04 16:13:40,853 INFO [2/63] mir_st500_154
+2026-04-04 16:13:41,637 INFO [3/63] mir_st500_155
+2026-04-04 16:13:42,417 INFO [4/63] mir_st500_158
+2026-04-04 16:13:43,198 INFO [5/63] mir_st500_159
+2026-04-04 16:13:43,937 INFO [6/63] mir_st500_188
+2026-04-04 16:13:44,671 INFO [7/63] mir_st500_190
+2026-04-04 16:13:45,301 INFO [8/63] mir_st500_195
+2026-04-04 16:13:46,052 INFO [9/63] mir_st500_196
+2026-04-04 16:13:46,764 INFO [10/63] mir_st500_2
+2026-04-04 16:13:47,460 INFO [11/63] mir_st500_209
+2026-04-04 16:13:48,252 INFO [12/63] mir_st500_213
+2026-04-04 16:13:48,952 INFO [13/63] mir_st500_225
+2026-04-04 16:13:49,744 INFO [14/63] mir_st500_227
+2026-04-04 16:13:50,411 INFO [15/63] mir_st500_234
+2026-04-04 16:13:51,187 INFO [16/63] mir_st500_24
+2026-04-04 16:13:51,708 INFO [17/63] mir_st500_25
+2026-04-04 16:13:52,379 INFO [18/63] mir_st500_259
+2026-04-04 16:13:53,073 INFO [19/63] mir_st500_26
+2026-04-04 16:13:53,919 INFO [20/63] mir_st500_260
+2026-04-04 16:13:54,514 INFO [21/63] mir_st500_262
+2026-04-04 16:13:55,285 INFO [22/63] mir_st500_268
+2026-04-04 16:13:55,797 INFO [23/63] mir_st500_273
+2026-04-04 16:13:56,464 INFO [24/63] mir_st500_275
+2026-04-04 16:13:57,188 INFO [25/63] mir_st500_280
+2026-04-04 16:13:57,892 INFO [26/63] mir_st500_29
+2026-04-04 16:13:58,508 INFO [27/63] mir_st500_290
+2026-04-04 16:13:59,259 INFO [28/63] mir_st500_293
+2026-04-04 16:14:00,015 INFO [29/63] mir_st500_301
+2026-04-04 16:14:00,903 INFO [30/63] mir_st500_308
+2026-04-04 16:14:01,525 INFO [31/63] mir_st500_324
+2026-04-04 16:14:02,291 INFO [32/63] mir_st500_330
+2026-04-04 16:14:03,175 INFO [33/63] mir_st500_353
+2026-04-04 16:14:04,075 INFO [34/63] mir_st500_368
+2026-04-04 16:14:04,828 INFO [35/63] mir_st500_37
+2026-04-04 16:14:05,566 INFO [36/63] mir_st500_371
+2026-04-04 16:14:06,313 INFO [37/63] mir_st500_374
+2026-04-04 16:14:07,132 INFO [38/63] mir_st500_380
+2026-04-04 16:14:07,729 INFO [39/63] mir_st500_382
+2026-04-04 16:14:08,469 INFO [40/63] mir_st500_4
+2026-04-04 16:14:09,181 INFO [41/63] mir_st500_412
+2026-04-04 16:14:09,948 INFO [42/63] mir_st500_42
+2026-04-04 16:14:10,513 INFO [43/63] mir_st500_435
+2026-04-04 16:14:11,259 INFO [44/63] mir_st500_44
+2026-04-04 16:14:11,929 INFO [45/63] mir_st500_444
+2026-04-04 16:14:12,667 INFO [46/63] mir_st500_450
+2026-04-04 16:14:13,369 INFO [47/63] mir_st500_46
+2026-04-04 16:14:14,137 INFO [48/63] mir_st500_460
+2026-04-04 16:14:14,975 INFO [49/63] mir_st500_464
+2026-04-04 16:14:15,610 INFO [50/63] mir_st500_466
+2026-04-04 16:14:16,408 INFO [51/63] mir_st500_483
+2026-04-04 16:14:17,053 INFO [52/63] mir_st500_487
+2026-04-04 16:14:17,830 INFO [53/63] mir_st500_492
+2026-04-04 16:14:18,747 INFO [54/63] mir_st500_497
+2026-04-04 16:14:19,489 INFO [55/63] mir_st500_52
+2026-04-04 16:14:20,170 INFO [56/63] mir_st500_57
+2026-04-04 16:14:20,882 INFO [57/63] mir_st500_65
+2026-04-04 16:14:21,431 INFO [58/63] mir_st500_66
+2026-04-04 16:14:21,939 INFO [59/63] mir_st500_73
+2026-04-04 16:14:22,755 INFO [60/63] mir_st500_86
+2026-04-04 16:14:23,537 INFO [61/63] mir_st500_88
+2026-04-04 16:14:24,269 INFO [62/63] mir_st500_89
+2026-04-04 16:14:25,010 INFO [63/63] mir_st500_93
+2026-04-04 16:14:25,773 INFO Results saved to con_eval_tcn_full.json
+
+======================================================================
+  MIR-ST500 (onset_tcn) — 63 tracks
+======================================================================
+  System                                       COn    COnP COnPOff
+  ---------------------------------------- ------- ------- -------
+  RMVPE + heuristic (ours)                   0.290   0.213   0.117
+
+  Metric        Precision     Recall         F1
+  ------------ ---------- ---------- ----------
+  COn              0.2403     0.3743     0.2904
+  COnP             0.1769     0.2733     0.2131
+  COnPOff          0.0978     0.1492     0.1172
+Uploaded: eval/con_eval_tcn_full.json