EXP_027_davidnet-e2e_s42: checkpoint step 3258
Browse files- experiments/EXP_027_davidnet-e2e_s42/checkpoints/LATEST.json +5 -5
- experiments/EXP_027_davidnet-e2e_s42/checkpoints/step-0002500/meta.json +0 -13
- experiments/EXP_027_davidnet-e2e_s42/checkpoints/step-0003258/meta.json +13 -0
- experiments/EXP_027_davidnet-e2e_s42/checkpoints/{step-0002500 → step-0003258}/training_state.pt +2 -2
- experiments/EXP_027_davidnet-e2e_s42/logs/pipeline.jsonl +4 -0
- experiments/EXP_027_davidnet-e2e_s42/logs/train_steps.jsonl +258 -0
- experiments/EXP_027_davidnet-e2e_s42/metrics/training_history.csv +1 -0
experiments/EXP_027_davidnet-e2e_s42/checkpoints/LATEST.json
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{
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"step":
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"dir": "checkpoints/step-
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"updated_at": "2026-09-28T00:
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"config_hash": "98874fcb3c32",
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"history": [
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{
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"step": 3258,
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"dir": "checkpoints/step-0003258",
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"updated_at": "2026-09-28T00:37:09Z",
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"config_hash": "98874fcb3c32",
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"history": [
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"checkpoints/step-0003000",
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"checkpoints/step-0003258"
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experiments/EXP_027_davidnet-e2e_s42/checkpoints/step-0002500/meta.json
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"config_hash": "98874fcb3c32",
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"created_at": "2026-09-28T00:16:47Z",
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"training_state.pt": {
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"bytes": 1952900853,
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experiments/EXP_027_davidnet-e2e_s42/checkpoints/step-0003258/meta.json
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"config_hash": "98874fcb3c32",
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"created_at": "2026-09-28T00:37:03Z",
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"epoch": 6,
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"files": {
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"training_state.pt": {
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"bytes": 1952902133,
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"sha256": "92b9defd5e78f29678ed472119d4c5004ef60189b602b8912b370b6cca24979d"
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"reason": "completed",
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"step": 3258
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experiments/EXP_027_davidnet-e2e_s42/checkpoints/{step-0002500 → step-0003258}/training_state.pt
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version https://git-lfs.github.com/spec/v1
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size 1952902133
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experiments/EXP_027_davidnet-e2e_s42/logs/pipeline.jsonl
CHANGED
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{"t": "2026-09-28T00:23:01Z", "level": "INFO", "event": "epoch_completed", "msg": "[epoch_completed] EXP_027 epoch 5/6 (epoch=5, step=2715, lr=2.794e-06, train/v=0.004919, train/a=0.001486, train/quad=0.02019, train/loc=0.02279, train/sync=0.9875, train/dis=0.002893, train/total=0.1269, val/v_loss=0.1596, val/a_loss=0.01491, val/quad_loss=0.5295, val/loc_loss=0.4939, val/sync_loss=0.3107, val/dis_loss=0.002928, val/loss=0.7176, val/video_auc=0.9807, val/video_f1@0.5=0.9538, val/audio_auc=0.9998, val/audio_f1@0.5=0.9833, val/clip_auc=0.9859, val/clip_f1@0.5=0.9731, val/mean_auc=0.9902, val/quad_macro_f1=0.8986, epoch_seconds=840.9, val_seconds=62.7, best=0.9914, improved=False)", "epoch": 5, "step": 2715, "lr": 2.7943978274713083e-06, "train/v": 0.0049193181487250295, "train/a": 0.0014855387491144276, "train/quad": 0.02018513024951995, "train/loc": 0.022786908086117854, "train/sync": 0.9874931639729284, "train/dis": 0.0028928304086808065, "train/total": 0.1269294768890093, "val/v_loss": 0.1596492781046095, "val/a_loss": 0.014908666326784415, "val/quad_loss": 0.5294978921261225, "val/loc_loss": 0.49394740638980206, "val/sync_loss": 0.3106517314910889, "val/dis_loss": 0.002928478170472842, "val/loss": 0.7176386142449561, "val/video_auc": 0.9806571428571429, "val/video_f1@0.5": 0.9537648612945839, "val/audio_auc": 0.9998120771736406, "val/audio_f1@0.5": 0.9832935560859188, "val/clip_auc": 0.9859069020866774, "val/clip_f1@0.5": 0.9730941704035875, "val/mean_auc": 0.9902346100153918, "val/quad_macro_f1": 0.8986282778222994, "epoch_seconds": 840.9, "val_seconds": 62.7, "best": 0.9913954594265669, "improved": false}
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| 273 |
{"t": "2026-09-28T00:23:01Z", "level": "INFO", "event": "validation_completed", "msg": "[validation_completed] val/mean_auc=0.9902346100153918"}
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| 274 |
{"t": "2026-09-28T00:29:51Z", "level": "INFO", "event": "checkpoint_saved", "msg": "[checkpoint_saved] step 3000 (interval) (step=3000, epoch=5, mb=1953)", "step": 3000, "epoch": 5, "mb": 1952.9}
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{"t": "2026-09-28T00:23:01Z", "level": "INFO", "event": "epoch_completed", "msg": "[epoch_completed] EXP_027 epoch 5/6 (epoch=5, step=2715, lr=2.794e-06, train/v=0.004919, train/a=0.001486, train/quad=0.02019, train/loc=0.02279, train/sync=0.9875, train/dis=0.002893, train/total=0.1269, val/v_loss=0.1596, val/a_loss=0.01491, val/quad_loss=0.5295, val/loc_loss=0.4939, val/sync_loss=0.3107, val/dis_loss=0.002928, val/loss=0.7176, val/video_auc=0.9807, val/video_f1@0.5=0.9538, val/audio_auc=0.9998, val/audio_f1@0.5=0.9833, val/clip_auc=0.9859, val/clip_f1@0.5=0.9731, val/mean_auc=0.9902, val/quad_macro_f1=0.8986, epoch_seconds=840.9, val_seconds=62.7, best=0.9914, improved=False)", "epoch": 5, "step": 2715, "lr": 2.7943978274713083e-06, "train/v": 0.0049193181487250295, "train/a": 0.0014855387491144276, "train/quad": 0.02018513024951995, "train/loc": 0.022786908086117854, "train/sync": 0.9874931639729284, "train/dis": 0.0028928304086808065, "train/total": 0.1269294768890093, "val/v_loss": 0.1596492781046095, "val/a_loss": 0.014908666326784415, "val/quad_loss": 0.5294978921261225, "val/loc_loss": 0.49394740638980206, "val/sync_loss": 0.3106517314910889, "val/dis_loss": 0.002928478170472842, "val/loss": 0.7176386142449561, "val/video_auc": 0.9806571428571429, "val/video_f1@0.5": 0.9537648612945839, "val/audio_auc": 0.9998120771736406, "val/audio_f1@0.5": 0.9832935560859188, "val/clip_auc": 0.9859069020866774, "val/clip_f1@0.5": 0.9730941704035875, "val/mean_auc": 0.9902346100153918, "val/quad_macro_f1": 0.8986282778222994, "epoch_seconds": 840.9, "val_seconds": 62.7, "best": 0.9913954594265669, "improved": false}
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| 273 |
{"t": "2026-09-28T00:23:01Z", "level": "INFO", "event": "validation_completed", "msg": "[validation_completed] val/mean_auc=0.9902346100153918"}
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| 274 |
{"t": "2026-09-28T00:29:51Z", "level": "INFO", "event": "checkpoint_saved", "msg": "[checkpoint_saved] step 3000 (interval) (step=3000, epoch=5, mb=1953)", "step": 3000, "epoch": 5, "mb": 1952.9}
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{"t": "2026-09-28T00:30:13Z", "level": "INFO", "event": "checkpoint_uploaded", "msg": "[checkpoint_uploaded] step 3000 verified on HF (step=3000, seconds=21.8, with_best=False)", "step": 3000, "seconds": 21.8, "with_best": false}
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| 276 |
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{"t": "2026-09-28T00:37:01Z", "level": "INFO", "event": "epoch_completed", "msg": "[epoch_completed] EXP_027 epoch 6/6 (epoch=6, step=3258, lr=3.003e-07, train/v=0.003983, train/a=0.0008431, train/quad=0.01411, train/loc=0.01661, train/sync=0.9872, train/dis=0.002459, train/total=0.1191, val/v_loss=0.1433, val/a_loss=0.01849, val/quad_loss=0.4992, val/loc_loss=0.4602, val/sync_loss=0.301, val/dis_loss=0.002919, val/loss=0.6719, val/video_auc=0.9817, val/video_f1@0.5=0.9598, val/audio_auc=0.9998, val/audio_f1@0.5=0.9834, val/clip_auc=0.9868, val/clip_f1@0.5=0.9763, val/mean_auc=0.9908, val/quad_macro_f1=0.9122, epoch_seconds=839.1, val_seconds=62.8, best=0.9914, improved=False)", "epoch": 6, "step": 3258, "lr": 3.003066712641214e-07, "train/v": 0.003982752999406747, "train/a": 0.00084306183126459, "train/quad": 0.014108280341274345, "train/loc": 0.016607778439613082, "train/sync": 0.9871895128850778, "train/dis": 0.0024586874045861257, "train/total": 0.11914866624495317, "val/v_loss": 0.1433120387914987, "val/a_loss": 0.018485779216413353, "val/quad_loss": 0.4991801440668916, "val/loc_loss": 0.4601813008759424, "val/sync_loss": 0.301044513629033, "val/dis_loss": 0.002919492335954251, "val/loss": 0.6718749521224079, "val/video_auc": 0.9817238095238096, "val/video_f1@0.5": 0.9597855227882037, "val/audio_auc": 0.9998120771736406, "val/audio_f1@0.5": 0.9833729216152018, "val/clip_auc": 0.9868218298555377, "val/clip_f1@0.5": 0.976271186440678, "val/mean_auc": 0.9907679433487251, "val/quad_macro_f1": 0.9122035283813027, "epoch_seconds": 839.1, "val_seconds": 62.8, "best": 0.9913954594265669, "improved": false}
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{"t": "2026-09-28T00:37:01Z", "level": "INFO", "event": "validation_completed", "msg": "[validation_completed] val/mean_auc=0.9907679433487251"}
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{"t": "2026-09-28T00:37:09Z", "level": "INFO", "event": "checkpoint_saved", "msg": "[checkpoint_saved] step 3258 (completed) (step=3258, epoch=6, mb=1953)", "step": 3258, "epoch": 6, "mb": 1952.9}
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experiments/EXP_027_davidnet-e2e_s42/logs/train_steps.jsonl
CHANGED
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@@ -2998,3 +2998,261 @@
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| 2998 |
{"t": "2026-09-28T00:29:41Z", "step": 2998, "epoch": 6, "lr": 8.98680933507149e-07, "grad_norm": 0.3778638243675232, "samples_per_s": 11.4, "v": 4.1322846300317906e-05, "a": 6.305163196884678e-06, "quad": 0.0001527928870928008, "loc": 0.00028293712239246815, "sync": 0.7222055196762085, "dis": 0.0024901139549911022, "total": 0.072735057445243}
|
| 2999 |
{"t": "2026-09-28T00:29:42Z", "step": 2999, "epoch": 6, "lr": 8.942182414724287e-07, "grad_norm": 0.3588143289089203, "samples_per_s": 11.2, "v": 5.469860423090722e-05, "a": 1.0510245772366034e-05, "quad": 0.00013438753012451343, "loc": 0.0003756890946533531, "sync": 0.0, "dis": 0.002522469963878393, "total": 0.000572494143852964}
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| 3000 |
{"t": "2026-09-28T00:29:43Z", "step": 3000, "epoch": 6, "lr": 8.897719050428087e-07, "grad_norm": 0.7467524409294128, "samples_per_s": 11.6, "v": 2.360374952559141e-05, "a": 1.2187391149609539e-06, "quad": 8.063180894168909e-05, "loc": 0.00017786120952223428, "sync": 1.610170841217041, "dis": 0.0022405616473406553, "total": 0.16139521842706017}
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| 2998 |
{"t": "2026-09-28T00:29:41Z", "step": 2998, "epoch": 6, "lr": 8.98680933507149e-07, "grad_norm": 0.3778638243675232, "samples_per_s": 11.4, "v": 4.1322846300317906e-05, "a": 6.305163196884678e-06, "quad": 0.0001527928870928008, "loc": 0.00028293712239246815, "sync": 0.7222055196762085, "dis": 0.0024901139549911022, "total": 0.072735057445243}
|
| 2999 |
{"t": "2026-09-28T00:29:42Z", "step": 2999, "epoch": 6, "lr": 8.942182414724287e-07, "grad_norm": 0.3588143289089203, "samples_per_s": 11.2, "v": 5.469860423090722e-05, "a": 1.0510245772366034e-05, "quad": 0.00013438753012451343, "loc": 0.0003756890946533531, "sync": 0.0, "dis": 0.002522469963878393, "total": 0.000572494143852964}
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| 3000 |
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| 3001 |
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| 3002 |
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| 3003 |
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| 3004 |
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| 3007 |
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| 3010 |
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| 3011 |
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| 3012 |
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| 3030 |
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| 3031 |
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| 3040 |
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| 3041 |
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| 3248 |
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| 3249 |
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| 3250 |
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| 3252 |
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| 3253 |
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| 3254 |
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| 3255 |
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| 3256 |
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| 3257 |
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| 3258 |
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|
experiments/EXP_027_davidnet-e2e_s42/metrics/training_history.csv
CHANGED
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@@ -4,3 +4,4 @@ epoch,step,lr,train/v,train/a,train/quad,train/loc,train/sync,train/dis,train/to
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| 4 |
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| 5 |
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| 6 |
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| 4 |
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|
| 5 |
4,2172,9.351628774019544e-06,0.011245204227271566,0.0016602194491666421,0.04431151509421267,0.043162382952665265,1.1010132880939743,0.00380237722860711,0.16712394132664954,0.20417460274199994,0.038639299203837345,0.709778822530867,0.6926408170287547,0.3419570886171781,0.003980647410767583,0.9786174927549347,0.9830571428571429,0.9473684210526315,0.999733775995991,0.985781990521327,0.986163723916533,0.9733924611973392,0.9913954594265669,0.8847580519074423,842.4,62.8
|
| 6 |
5,2715,2.7943978274713083e-06,0.0049193181487250295,0.0014855387491144276,0.02018513024951995,0.022786908086117854,0.9874931639729284,0.0028928304086808065,0.1269294768890093,0.1596492781046095,0.014908666326784415,0.5294978921261225,0.49394740638980206,0.3106517314910889,0.002928478170472842,0.7176386142449561,0.9806571428571429,0.9537648612945839,0.9998120771736406,0.9832935560859188,0.9859069020866774,0.9730941704035875,0.9902346100153918,0.8986282778222994,840.9,62.7
|
| 7 |
+
6,3258,3.003066712641214e-07,0.003982752999406747,0.00084306183126459,0.014108280341274345,0.016607778439613082,0.9871895128850778,0.0024586874045861257,0.11914866624495317,0.1433120387914987,0.018485779216413353,0.4991801440668916,0.4601813008759424,0.301044513629033,0.002919492335954251,0.6718749521224079,0.9817238095238096,0.9597855227882037,0.9998120771736406,0.9833729216152018,0.9868218298555377,0.976271186440678,0.9907679433487251,0.9122035283813027,839.1,62.8
|