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authorYurenHao0426 <Blackhao0426@gmail.com>2026-03-27 16:39:17 -0500
committerYurenHao0426 <Blackhao0426@gmail.com>2026-03-27 16:39:17 -0500
commit4d6e689fe6bfffef6db7a4650aec210cd3eeed5c (patch)
treefa8b6d123a51bab4b17a07f787cc89e74584397f /experiments/toy_lq_sweep.py
parent65d97ad1ef4b552103420e6501655df192c98d57 (diff)
Add Phase 10A.8: freeze-with-decay confirms stale aux is main freeze failure cause;
alpha sweep shows perlayer_vector at alpha=0.75 matches full network 10A.8A: freeze_decay_to_000 recovers to 28.5% (vs 14.6% fixed freeze) — stale high-weight aux is the primary cause of freeze crashes. But 28.5% < DFA 31.2% confirms continuous trainability adds ~2.7% independent value. 10A.8B: Both perlayer_vector and random_trainable optimal at alpha=0.75. perlayer_vector +1.1% vs random_trainable +0.8% — per-layer vector is the minimal sufficient scaffold, no network needed. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
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