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| author | YurenHao0426 <Blackhao0426@gmail.com> | 2026-04-07 23:00:54 -0500 |
|---|---|---|
| committer | YurenHao0426 <Blackhao0426@gmail.com> | 2026-04-07 23:00:54 -0500 |
| commit | 31ddecc9eb646b15c4ac5960c7de9346c8f7be68 (patch) | |
| tree | eb3d7784aa24dbcd0aca348c0239df609ba3fbf5 /results/confirmatory/persample/dfa_s789.csv | |
| parent | ede7cca3e4f9048e3fc6d99077f8842e9b598ff4 (diff) | |
Protocol diagnostic (a): use max per-block growth, not max/min ratio
Old metric: max(||h||) / max(||h_0||, eps). False-positives on ViT-style
architectures because the cls token at layer 0 (right after patch_embed)
has anomalously small magnitude (~0.3-1.5), inflating the ratio even on
healthy BP-trained ViTs.
New metric: max_l(||h_{l+1}|| / ||h_l||) — the largest single-block
residual amplification. Architecture-invariant.
Calibration:
- BP-trained, late training: <5x per block
- BP ViT, early epochs (cls token resolving): 13-25x max
- DFA-trained ResMLP/ViT: 100-4000x per block
Threshold raised from 10 to 50 to sit cleanly between healthy-early-
training (max 25) and failure-regime (min 100).
Re-verifications:
- smoke test (BP/DFA/EP): all 3 verdicts unchanged
- random init (3 seeds): trustworthy on all 3
- 5-method audit table single-seed: identical verdicts
- decision-utility ablation: identical (still 0/5 by S1, 3/5 by S_full)
- temporal evolution 3-seed: (b) now fires first at ep 3-4, (a) at ep
8-11. Both well before training ends. The 'protocol fires ~92 epochs
early' story still holds.
- ViT temporal evolution: BP no longer false-fires; DFA fires (a) ep 1,
(b) ep 3 — protocol works on the second architecture.
Diffstat (limited to 'results/confirmatory/persample/dfa_s789.csv')
0 files changed, 0 insertions, 0 deletions
