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authorYurenHao0426 <Blackhao0426@gmail.com>2026-04-08 06:37:23 -0500
committerYurenHao0426 <Blackhao0426@gmail.com>2026-04-08 06:37:23 -0500
commitb4d276f6a4b20c7766e0bceb687e42ecd4869fef (patch)
tree8f5452bb6e38174a519abb2168541d31c6a45604 /results/ep_d512/ep_s1024.json
parentafc2821acceb11d50b74d68584b1bf8378adc9c7 (diff)
Round 38: add --penalty_lam flag to cifar_resmlp.py for Mode 2 cross-method test
Patches: - main(): add --penalty_lam (separate from CB's bridge temperature args.lam) - train_dfa block update (line 195): add penalty_lam * (f_l**2).sum(-1).mean() - train_state_bridge block update (line 326): same penalty - train_credit_bridge block update (line 533): same penalty Codex round 38 GO STAGE: keep penalty separate from CB lam, blocks-only, sanity-check that hidden_norms remain nontrivial (not silencing the blocks). 2-epoch smoke (results/round38_smoke_sbcb_pen) passes the silencing check: SB ||h_L||=229, CB ||h_L||=1258, both nontrivial. Deep cosines positive across all layers for SB ([0.28, 0.25, 0.23]) and rising for CB ([0.04, 0.08, 0.13, 0.15]). Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
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