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| author | YurenHao0426 <Blackhao0426@gmail.com> | 2026-04-07 23:48:09 -0500 |
|---|---|---|
| committer | YurenHao0426 <Blackhao0426@gmail.com> | 2026-04-07 23:48:09 -0500 |
| commit | ec20a776e0c3e026236942fe99f3840a39e211fd (patch) | |
| tree | 05138a794e7161bd26c9e96c7ec9c95e62993a8f /results/protocol_audit/audit_cnn_3seed.json | |
| parent | 05cd478cb45f78ccf89ab42918df9010cd534ede (diff) | |
CHECKLIST: add pitfall #6.5 — silent self-cosine fallback when aux nets not saved
Discovered in our own cnn_baseline.py: when the random feedback Bs (for
DFA) or bridge predictor (for SB/CB) are not persisted alongside the
model checkpoint, post-hoc Gamma computation cannot reconstruct the
local credit signal. Instead of erroring, the script falls back to
cos(BP_grad, BP_grad) = 1.0 and records that as Gamma. Reader who
doesn't notice the small 'Gamma_note' field interprets 1.0 as perfect
alignment.
Recommendation: always save aux nets alongside checkpoints; if they're
missing, report Gamma as N/A, not 1.0.
Diffstat (limited to 'results/protocol_audit/audit_cnn_3seed.json')
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