Download registry/experiments.json from MIHMahmudEli/davidnet-experiments: direct link, hf CLI and curl.
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114 kB
| { | |
| "experiments": { | |
| "EXP_001": { | |
| "best_val": { | |
| "epoch": 22, | |
| "metric": 0.9236, | |
| "step": 2992 | |
| }, | |
| "claimed_by": null, | |
| "completed_at": "2026-09-27T19:42:23Z", | |
| "config_hash": "cc5da27f4d69", | |
| "created_at": "2026-09-27T16:09:48Z", | |
| "description": "Linear probe on mean-pooled frozen VideoMAE tokens (video only).", | |
| "evaluated": true, | |
| "exp_id": "EXP_001", | |
| "group": "baseline", | |
| "heartbeat": null, | |
| "init_from": null, | |
| "key": "full:video-probe:s42", | |
| "mode": "full", | |
| "name": "video-probe", | |
| "seed": 42, | |
| "split": "strict", | |
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| "status": "completed", | |
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| "updated_at": "2026-09-27T19:42:24Z" | |
| }, | |
| "EXP_002": { | |
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| "epoch": 1, | |
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| "step": 136 | |
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| "completed_at": "2026-09-27T18:56:59Z", | |
| "config_hash": "2366b4722620", | |
| "created_at": "2026-09-27T18:42:17Z", | |
| "description": "Linear probe on mean-pooled frozen WavLM tokens (audio only).", | |
| "evaluated": true, | |
| "exp_id": "EXP_002", | |
| "group": "baseline", | |
| "heartbeat": null, | |
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| "key": "full:audio-probe:s42", | |
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| "name": "audio-probe", | |
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| "EXP_003": { | |
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| "config_hash": "c22c61c5e1e3", | |
| "created_at": "2026-09-27T18:57:00Z", | |
| "description": "Concatenated pooled embeddings + MLP heads; no cross-attention, sync, disentanglement or pretraining.", | |
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| "exp_id": "EXP_003", | |
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| "key": "full:late-fusion:s42", | |
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| "name": "late-fusion", | |
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| "updated_at": "2026-09-27T19:01:37Z" | |
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| "EXP_004": { | |
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| "completed_at": "2026-09-27T23:55:42Z", | |
| "config_hash": "da9bf4d53654", | |
| "created_at": "2026-09-27T19:01:38Z", | |
| "description": "AASIST (official architecture, pinned commit; official optimiser settings) trained on the strict split, audio only.", | |
| "error": "OutOfMemoryError: CUDA out of memory. Tried to allocate 2.49 GiB. GPU 0 has a total capacity of 14.56 GiB of which 1.92 GiB is free. Including non-PyTorch memory, this process has 12.63 GiB memory in use. Of the allocated memory 9.49 GiB is allocated by PyTorch, and 2.95 GiB is reserved by PyTorch but unallocated. If", | |
| "evaluated": true, | |
| "exp_id": "EXP_004", | |
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| "key": "full:aasist:s42", | |
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| "name": "aasist", | |
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| "EXP_005": { | |
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| "completed_at": "2026-09-27T22:09:00Z", | |
| "config_hash": "1e464a29d7ce", | |
| "created_at": "2026-09-27T19:18:19Z", | |
| "description": "EfficientNet-B4 (Noisy Student) frame classifier on the same face crops, clip score = mean over 4 frames, video only.", | |
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| "key": "full:effnet-b4:s42", | |
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| "EXP_006": { | |
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| "config_hash": "f4435546d691", | |
| "created_at": "2026-09-27T19:18:41Z", | |
| "description": "QACP Stage 0, all five pseudo classes.", | |
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| "EXP_007": { | |
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| "config_hash": "835d5a70ae18", | |
| "created_at": "2026-09-27T19:38:34Z", | |
| "description": "QACP without the sync module (feeds the no-sync ablation).", | |
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| "exp_id": "EXP_007", | |
| "group": "qacp", | |
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| "key": "full:qacp-no_sync:s42", | |
| "mode": "full", | |
| "name": "qacp-no_sync", | |
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| "updated_at": "2026-09-27T19:40:36Z" | |
| }, | |
| "EXP_008": { | |
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| "config_hash": "68b2737d1030", | |
| "created_at": "2026-09-27T19:40:37Z", | |
| "description": "QACP without the MISMATCH pseudo class.", | |
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| "exp_id": "EXP_008", | |
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| "EXP_009": { | |
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| "config_hash": "51c2cc6d32d6", | |
| "created_at": "2026-09-27T19:42:27Z", | |
| "description": "QACP without copy-synthesised (pseudo-fake) audio.", | |
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| "exp_id": "EXP_009", | |
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| "EXP_010": { | |
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| "config_hash": "15ebf2afdae9", | |
| "created_at": "2026-09-27T19:45:33Z", | |
| "description": "QACP without self-blended (pseudo-fake) video.", | |
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| "exp_id": "EXP_010", | |
| "group": "qacp", | |
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| "key": "full:qacp-no_selfblend:s42", | |
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| "updated_at": "2026-09-27T19:50:15Z" | |
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| "EXP_011": { | |
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| "config_hash": "33f3f02d02b3", | |
| "created_at": "2026-09-27T19:48:22Z", | |
| "description": "DAVID-Net, QACP-initialised, all components (Phase A).", | |
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| "key": "full:davidnet:s42", | |
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| "name": "davidnet", | |
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| "config_hash": "fcb2d3df6269", | |
| "created_at": "2026-09-27T19:50:17Z", | |
| "description": "No QACP pretraining (random init).", | |
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| "key": "full:davidnet-no_qacp:s42", | |
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| "config_hash": "04adf3076059", | |
| "created_at": "2026-09-27T21:13:54Z", | |
| "description": "Without the sync module.", | |
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| "config_hash": "158891f44c39", | |
| "created_at": "2026-09-27T21:33:03Z", | |
| "description": "Without the disentanglement loss.", | |
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| "config_hash": "6d26514da3ea", | |
| "created_at": "2026-09-27T21:43:32Z", | |
| "description": "Without the localization loss.", | |
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| "config_hash": "1129548a714e", | |
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| "config_hash": "83e36e59aff9", | |
| "created_at": "2026-09-27T22:18:10Z", | |
| "description": "Quadrant composed from H_v x H_a instead of a head.", | |
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| "config_hash": "e8b916ddd5a6", | |
| "created_at": "2026-09-27T22:21:12Z", | |
| "description": "QACP without the MISMATCH class.", | |
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| "config_hash": "329e2d68e7f6", | |
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