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| author | YurenHao0426 <Blackhao0426@gmail.com> | 2026-04-08 05:57:53 -0500 |
|---|---|---|
| committer | YurenHao0426 <Blackhao0426@gmail.com> | 2026-04-08 05:57:53 -0500 |
| commit | be39c2b5ebec37f993b1a862459455a98cf39eb2 (patch) | |
| tree | 0b373ccfd983ae866f12c9029db3bfd863a8e2fd /results/confirmatory/d512_sparsity/bp_s1024.json | |
| parent | 52693a9be4349c2820ac79e3e3d9af53813a7412 (diff) | |
Round 35: SB and CB also show data-agnostic Mode 1 growth on random targets
- experiments/cifar_resmlp.py: add --methods filter and --random_targets flag;
extend compute_diagnostics to log hidden_norms_per_layer and bp_grad_norms_per_layer
- paper/main.tex §3 ¶1: broaden random-target finding to all 3 fixed-feedback methods
(DFA: ||h_L||=14510, SB: ||h_L||=6225, CB: ||h_L||=19974 at ep 3, all at chance acc)
- paper/main.tex Appendix J: extended with cross-method smoke-test table
This generalizes the §3 mechanism story from 'DFA-specific' to 'all 3 audited
fixed-feedback local-credit methods'. Combined with rounds 32-34, the proximate
cause of Mode 1 (a) is now well-localized:
- Not requires residual skip (round 33 H2 walkback)
- Not requires task signal (round 34 random targets, DFA)
- Not DFA-specific (round 35 random targets, SB+CB)
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
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