Upload logs/full_eval/full_eval_20260404_160729.log with huggingface_hub

logs/full_eval/full_eval_20260404_160729.log

@@ -455,3 +455,92 @@ Uploaded: logs/full_eval/full_eval_20260404_160729.log
   COnP             0.1769     0.2733     0.2131
   COnPOff          0.0978     0.1492     0.1172
 Uploaded: eval/con_eval_tcn_full.json
+Uploaded: logs/full_eval/full_eval_20260404_160729.log
+
+=== Eval: transformer (8D) ===
+2026-04-04 16:14:31,112 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 16:14:31,142 INFO MIR-ST500 eval ready: 63 tracks in data_eval/processed/audio
+/userhome/cs/u3571824/fyp/muse/backend/ml_models/dev/vocal/src/onset_arch.py:123: UserWarning: enable_nested_tensor is True, but self.use_nested_tensor is False because encoder_layer.norm_first was True
+  self.encoder = nn.TransformerEncoder(encoder_layer, num_layers=num_layers)
+2026-04-04 16:14:33,078 INFO Loaded onset_transformer from /userhome/cs/u3571824/fyp/muse/backend/ml_models/dev/vocal/outputs/onset_transformer/best.pt
+2026-04-04 16:14:33,081 INFO Using directory scan: 63 tracks (manifest had 39)
+2026-04-04 16:14:33,081 INFO Found 63 MIR-ST500 test tracks
+2026-04-04 16:14:33,082 INFO [1/63] mir_st500_12
+2026-04-04 16:14:34,887 INFO Loading RMVPE from /userhome/cs/u3571824/fyp/muse/backend/ml_models/prod/weights/rmvpe.pt
+2026-04-04 16:14:36,703 INFO [2/63] mir_st500_154
+2026-04-04 16:14:37,504 INFO [3/63] mir_st500_155
+2026-04-04 16:14:38,306 INFO [4/63] mir_st500_158
+2026-04-04 16:14:39,096 INFO [5/63] mir_st500_159
+2026-04-04 16:14:39,843 INFO [6/63] mir_st500_188
+2026-04-04 16:14:40,584 INFO [7/63] mir_st500_190
+2026-04-04 16:14:41,418 INFO [8/63] mir_st500_195
+2026-04-04 16:14:42,195 INFO [9/63] mir_st500_196
+2026-04-04 16:14:42,911 INFO [10/63] mir_st500_2
+2026-04-04 16:14:43,621 INFO [11/63] mir_st500_209
+2026-04-04 16:14:44,411 INFO [12/63] mir_st500_213
+2026-04-04 16:14:45,106 INFO [13/63] mir_st500_225
+2026-04-04 16:14:45,915 INFO [14/63] mir_st500_227
+2026-04-04 16:14:46,592 INFO [15/63] mir_st500_234
+2026-04-04 16:14:47,375 INFO [16/63] mir_st500_24
+2026-04-04 16:14:47,891 INFO [17/63] mir_st500_25
+2026-04-04 16:14:48,560 INFO [18/63] mir_st500_259
+2026-04-04 16:14:49,251 INFO [19/63] mir_st500_26
+2026-04-04 16:14:50,087 INFO [20/63] mir_st500_260
+2026-04-04 16:14:50,680 INFO [21/63] mir_st500_262
+2026-04-04 16:14:51,418 INFO [22/63] mir_st500_268
+2026-04-04 16:14:51,932 INFO [23/63] mir_st500_273
+2026-04-04 16:14:52,601 INFO [24/63] mir_st500_275
+2026-04-04 16:14:53,331 INFO [25/63] mir_st500_280
+2026-04-04 16:14:54,049 INFO [26/63] mir_st500_29
+2026-04-04 16:14:54,664 INFO [27/63] mir_st500_290
+2026-04-04 16:14:55,428 INFO [28/63] mir_st500_293
+2026-04-04 16:14:56,194 INFO [29/63] mir_st500_301
+2026-04-04 16:14:57,086 INFO [30/63] mir_st500_308
+2026-04-04 16:14:57,709 INFO [31/63] mir_st500_324
+2026-04-04 16:14:58,478 INFO [32/63] mir_st500_330
+2026-04-04 16:14:59,363 INFO [33/63] mir_st500_353
+2026-04-04 16:15:00,273 INFO [34/63] mir_st500_368
+2026-04-04 16:15:01,026 INFO [35/63] mir_st500_37
+2026-04-04 16:15:01,782 INFO [36/63] mir_st500_371
+2026-04-04 16:15:02,536 INFO [37/63] mir_st500_374
+2026-04-04 16:15:03,357 INFO [38/63] mir_st500_380
+2026-04-04 16:15:03,944 INFO [39/63] mir_st500_382
+2026-04-04 16:15:04,672 INFO [40/63] mir_st500_4
+2026-04-04 16:15:05,365 INFO [41/63] mir_st500_412
+2026-04-04 16:15:06,090 INFO [42/63] mir_st500_42
+2026-04-04 16:15:06,620 INFO [43/63] mir_st500_435
+2026-04-04 16:15:07,331 INFO [44/63] mir_st500_44
+2026-04-04 16:15:07,958 INFO [45/63] mir_st500_444
+2026-04-04 16:15:08,657 INFO [46/63] mir_st500_450
+2026-04-04 16:15:09,339 INFO [47/63] mir_st500_46
+2026-04-04 16:15:10,097 INFO [48/63] mir_st500_460
+2026-04-04 16:15:10,952 INFO [49/63] mir_st500_464
+2026-04-04 16:15:11,574 INFO [50/63] mir_st500_466
+2026-04-04 16:15:12,376 INFO [51/63] mir_st500_483
+2026-04-04 16:15:13,028 INFO [52/63] mir_st500_487
+2026-04-04 16:15:13,806 INFO [53/63] mir_st500_492
+2026-04-04 16:15:14,718 INFO [54/63] mir_st500_497
+2026-04-04 16:15:15,452 INFO [55/63] mir_st500_52
+2026-04-04 16:15:16,125 INFO [56/63] mir_st500_57
+2026-04-04 16:15:16,923 INFO [57/63] mir_st500_65
+2026-04-04 16:15:17,461 INFO [58/63] mir_st500_66
+2026-04-04 16:15:17,961 INFO [59/63] mir_st500_73
+2026-04-04 16:15:18,766 INFO [60/63] mir_st500_86
+2026-04-04 16:15:19,452 INFO [61/63] mir_st500_88
+2026-04-04 16:15:20,178 INFO [62/63] mir_st500_89
+2026-04-04 16:15:20,915 INFO [63/63] mir_st500_93
+2026-04-04 16:15:21,679 INFO Results saved to con_eval_transformer_full.json
+
+======================================================================
+  MIR-ST500 (onset_transformer) — 63 tracks
+======================================================================
+  System                                       COn    COnP COnPOff
+  ---------------------------------------- ------- ------- -------
+  RMVPE + heuristic (ours)                   0.261   0.175   0.081
+
+  Metric        Precision     Recall         F1
+  ------------ ---------- ---------- ----------
+  COn              0.2278     0.3343     0.2610
+  COnP             0.1530     0.2248     0.1755
+  COnPOff          0.0704     0.1029     0.0807
+Uploaded: eval/con_eval_transformer_full.json