EXP_004_late-fusion_s42: checkpoint step 3000
Browse files- repro_check/experiments/EXP_004_late-fusion_s42/best_model/meta.json +5 -5
- repro_check/experiments/EXP_004_late-fusion_s42/best_model/model.safetensors +1 -1
- repro_check/experiments/EXP_004_late-fusion_s42/checkpoints/LATEST.json +5 -5
- repro_check/experiments/EXP_004_late-fusion_s42/checkpoints/{step-0002000 → step-0003000}/meta.json +5 -5
- repro_check/experiments/EXP_004_late-fusion_s42/checkpoints/{step-0002000 → step-0003000}/training_state.pt +2 -2
- repro_check/experiments/EXP_004_late-fusion_s42/logs/pipeline.jsonl +10 -0
- repro_check/experiments/EXP_004_late-fusion_s42/logs/train_steps.jsonl +0 -0
- repro_check/experiments/EXP_004_late-fusion_s42/metrics/training_history.csv +4 -0
repro_check/experiments/EXP_004_late-fusion_s42/best_model/meta.json
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repro_check/experiments/EXP_004_late-fusion_s42/checkpoints/{step-0002000 → step-0003000}/meta.json
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repro_check/experiments/EXP_004_late-fusion_s42/checkpoints/{step-0002000 → step-0003000}/training_state.pt
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repro_check/experiments/EXP_004_late-fusion_s42/logs/pipeline.jsonl
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{"t": "2026-10-05T02:02:07Z", "level": "INFO", "event": "epoch_completed", "msg": "[epoch_completed] EXP_004 epoch 18/30 (epoch=18, step=2448, lr=0.0003835, train/v=0.02539, train/a=0.001722, train/quad=0.09957, train/total=0.0769, val/v_loss=0.08674, val/a_loss=0.03056, val/quad_loss=0.3821, val/loss=0.3083, val/video_auc=0.9361, val/video_f1@0.5=0.9119, val/audio_auc=0.9987, val/audio_f1@0.5=0.9858, val/clip_auc=0.9325, val/clip_f1@0.5=0.9394, val/mean_auc=0.9674, val/quad_macro_f1=0.818, epoch_seconds=3.9, val_seconds=0.4, best=0.9675, improved=False)", "epoch": 18, "step": 2448, "lr": 0.00038348468386530446, "train/v": 0.02539349749499439, "train/a": 0.0017223786524763294, "train/quad": 0.09956934297566905, "train/total": 0.07690054785651977, "val/v_loss": 0.08674146452297767, "val/a_loss": 0.030558239328797754, "val/quad_loss": 0.3820500063399474, "val/loss": 0.3083247024979856, "val/video_auc": 0.9361238095238095, "val/video_f1@0.5": 0.9119170984455959, "val/audio_auc": 0.9986845402154848, "val/audio_f1@0.5": 0.985781990521327, "val/clip_auc": 0.9325200642054575, "val/clip_f1@0.5": 0.9393605292171996, "val/mean_auc": 0.9674041748696471, "val/quad_macro_f1": 0.8179921378706545, "epoch_seconds": 3.9, "val_seconds": 0.4, "best": 0.9674607050387181, "improved": false}
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{"t": "2026-10-05T02:02:12Z", "level": "INFO", "event": "epoch_completed", "msg": "[epoch_completed] EXP_004 epoch 19/30 (epoch=19, step=2584, lr=0.0003314, train/v=0.02365, train/a=0.00125, train/quad=0.09172, train/total=0.07076, val/v_loss=0.08894, val/a_loss=0.03187, val/quad_loss=0.3905, val/loss=0.3161, val/video_auc=0.9366, val/video_f1@0.5=0.917, val/audio_auc=0.9986, val/audio_f1@0.5=0.9858, val/clip_auc=0.9327, val/clip_f1@0.5=0.9444, val/mean_auc=0.9676, val/quad_macro_f1=0.8142, epoch_seconds=4.1, val_seconds=0.4, best=0.9676, improved=True)", "epoch": 19, "step": 2584, "lr": 0.00033143441017958667, "train/v": 0.023652781910427353, "train/a": 0.001249830002865839, "train/quad": 0.091715497252367, "train/total": 0.07076036072719623, "val/v_loss": 0.08894499763846397, "val/a_loss": 0.03186881237194131, "val/quad_loss": 0.39048419520258904, "val/loss": 0.31605590341819656, "val/video_auc": 0.9365904761904761, "val/video_f1@0.5": 0.9169859514687101, "val/audio_auc": 0.9985905788023052, "val/audio_f1@0.5": 0.985781990521327, "val/clip_auc": 0.9326966292134833, "val/clip_f1@0.5": 0.9443838604143948, "val/mean_auc": 0.9675905274963906, "val/quad_macro_f1": 0.8142332051250457, "epoch_seconds": 4.1, "val_seconds": 0.4, "best": 0.9675905274963906, "improved": true}
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{"t": "2026-10-05T02:02:16Z", "level": "INFO", "event": "epoch_completed", "msg": "[epoch_completed] EXP_004 epoch 20/30 (epoch=20, step=2720, lr=0.0002815, train/v=0.02139, train/a=0.0009317, train/quad=0.08353, train/total=0.06409, val/v_loss=0.08113, val/a_loss=0.02863, val/quad_loss=0.352, val/loss=0.2857, val/video_auc=0.9407, val/video_f1@0.5=0.9217, val/audio_auc=0.9984, val/audio_f1@0.5=0.9834, val/clip_auc=0.935, val/clip_f1@0.5=0.9433, val/mean_auc=0.9695, val/quad_macro_f1=0.8425, epoch_seconds=3.9, val_seconds=0.4, best=0.9695, improved=True)", "epoch": 20, "step": 2720, "lr": 0.00028149098763610985, "train/v": 0.021391903190627035, "train/a": 0.0009316837120937795, "train/quad": 0.08352591159671326, "train/total": 0.06408654267023153, "val/v_loss": 0.08113191649317741, "val/a_loss": 0.028626097455205328, "val/quad_loss": 0.35198360598749584, "val/loss": 0.2857498216132323, "val/video_auc": 0.9406571428571429, "val/video_f1@0.5": 0.9216710182767625, "val/audio_auc": 0.9984339764470056, "val/audio_f1@0.5": 0.9833729216152018, "val/clip_auc": 0.9349598715890851, "val/clip_f1@0.5": 0.9432703003337041, "val/mean_auc": 0.9695455596520742, "val/quad_macro_f1": 0.8425428205200672, "epoch_seconds": 3.9, "val_seconds": 0.4, "best": 0.9695455596520742, "improved": true}
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{"t": "2026-10-05T02:02:20Z", "level": "INFO", "event": "epoch_completed", "msg": "[epoch_completed] EXP_004 epoch 21/30 (epoch=21, step=2856, lr=0.0002343, train/v=0.0216, train/a=0.001117, train/quad=0.0836, train/total=0.06452, val/v_loss=0.08998, val/a_loss=0.03411, val/quad_loss=0.3943, val/loss=0.3212, val/video_auc=0.9395, val/video_f1@0.5=0.9179, val/audio_auc=0.998, val/audio_f1@0.5=0.9858, val/clip_auc=0.9341, val/clip_f1@0.5=0.942, val/mean_auc=0.9688, val/quad_macro_f1=0.8402, epoch_seconds=3.9, val_seconds=0.4, best=0.9695, improved=False)", "epoch": 21, "step": 2856, "lr": 0.0002342606617293988, "train/v": 0.021604730045724222, "train/a": 0.0011169234915622142, "train/quad": 0.08359926797942642, "train/total": 0.06452128710225224, "val/v_loss": 0.08998010219592187, "val/a_loss": 0.03411359618934916, "val/quad_loss": 0.39427846835719216, "val/loss": 0.32123293375803363, "val/video_auc": 0.9395333333333333, "val/video_f1@0.5": 0.917900403768506, "val/audio_auc": 0.9979719994988725, "val/audio_f1@0.5": 0.985781990521327, "val/clip_auc": 0.9341252006420545, "val/clip_f1@0.5": 0.9419795221843004, "val/mean_auc": 0.9687526664161029, "val/quad_macro_f1": 0.8402122802977482, "epoch_seconds": 3.9, "val_seconds": 0.4, "best": 0.9695455596520742, "improved": false}
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{"t": "2026-10-05T02:02:24Z", "level": "INFO", "event": "epoch_completed", "msg": "[epoch_completed] EXP_004 epoch 22/30 (epoch=22, step=2992, lr=0.0001903, train/v=0.0183, train/a=0.0009222, train/quad=0.07161, train/total=0.05503, val/v_loss=0.08899, val/a_loss=0.0381, val/quad_loss=0.4064, val/loss=0.3303, val/video_auc=0.9368, val/video_f1@0.5=0.9169, val/audio_auc=0.9987, val/audio_f1@0.5=0.9858, val/clip_auc=0.9321, val/clip_f1@0.5=0.9422, val/mean_auc=0.9677, val/quad_macro_f1=0.8346, epoch_seconds=3.9, val_seconds=0.4, best=0.9695, improved=False)", "epoch": 22, "step": 2992, "lr": 0.00019031674463606597, "train/v": 0.01830044057672186, "train/a": 0.000922201354529427, "train/quad": 0.0716060331392595, "train/total": 0.05502565876882085, "val/v_loss": 0.08898980687889788, "val/a_loss": 0.038096021647716166, "val/quad_loss": 0.4064246788620949, "val/loss": 0.33029816796382266, "val/video_auc": 0.9367904761904762, "val/video_f1@0.5": 0.9168900804289544, "val/audio_auc": 0.9986845402154848, "val/audio_f1@0.5": 0.985781990521327, "val/clip_auc": 0.9321027287319422, "val/clip_f1@0.5": 0.942242355605889, "val/mean_auc": 0.9677375082029804, "val/quad_macro_f1": 0.8345777417907049, "epoch_seconds": 3.9, "val_seconds": 0.4, "best": 0.9695455596520742, "improved": false}
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|
| 19 |
18,2448,0.00038348468386530446,0.02539349749499439,0.0017223786524763294,0.09956934297566905,0.07690054785651977,0.08674146452297767,0.030558239328797754,0.3820500063399474,0.3083247024979856,0.9361238095238095,0.9119170984455959,0.9986845402154848,0.985781990521327,0.9325200642054575,0.9393605292171996,0.9674041748696471,0.8179921378706545,3.9,0.4
|
| 20 |
+
19,2584,0.00033143441017958667,0.023652781910427353,0.001249830002865839,0.091715497252367,0.07076036072719623,0.08894499763846397,0.03186881237194131,0.39048419520258904,0.31605590341819656,0.9365904761904761,0.9169859514687101,0.9985905788023052,0.985781990521327,0.9326966292134833,0.9443838604143948,0.9675905274963906,0.8142332051250457,4.1,0.4
|
| 21 |
+
20,2720,0.00028149098763610985,0.021391903190627035,0.0009316837120937795,0.08352591159671326,0.06408654267023153,0.08113191649317741,0.028626097455205328,0.35198360598749584,0.2857498216132323,0.9406571428571429,0.9216710182767625,0.9984339764470056,0.9833729216152018,0.9349598715890851,0.9432703003337041,0.9695455596520742,0.8425428205200672,3.9,0.4
|
| 22 |
+
21,2856,0.0002342606617293988,0.021604730045724222,0.0011169234915622142,0.08359926797942642,0.06452128710225224,0.08998010219592187,0.03411359618934916,0.39427846835719216,0.32123293375803363,0.9395333333333333,0.917900403768506,0.9979719994988725,0.985781990521327,0.9341252006420545,0.9419795221843004,0.9687526664161029,0.8402122802977482,3.9,0.4
|
| 23 |
+
22,2992,0.00019031674463606597,0.01830044057672186,0.000922201354529427,0.0716060331392595,0.05502565876882085,0.08898980687889788,0.038096021647716166,0.4064246788620949,0.33029816796382266,0.9367904761904762,0.9168900804289544,0.9986845402154848,0.985781990521327,0.9321027287319422,0.942242355605889,0.9677375082029804,0.8345777417907049,3.9,0.4
|