From 4172195ca318387e20e3576ab40187d4d2f08ebe Mon Sep 17 00:00:00 2001 From: YurenHao0426 Date: Tue, 7 Apr 2026 23:03:05 -0500 Subject: Cross-architecture temporal validation: 3 archs x 3 seeds x 2 methods MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit ResMLP (4-block d=256, with out_ln, CIFAR-10): s42: DFA (a) ep 8, (b) ep 4, acc 0.308 s123: DFA (a) ep 11, (b) ep 4, acc 0.320 s456: DFA (a) ep 8, (b) ep 3, acc 0.300 ViT-Mini (4-block d=128, cls token + terminal LN, CIFAR-10): s42: DFA (a) ep 1, (b) ep 3, acc 0.256 s123: DFA (a) ep 1, (b) ep 2, acc 0.202 s456: DFA (a) ep 1, (b) ep 3, acc 0.253 StudentNet (4-block d=128, NO terminal LN, synthetic alpha=1.0): s42: DFA (a) ep 18, (b) NEVER, acc 0.332 s123: DFA (a) ep 14, (b) NEVER, acc 0.314 s456: DFA (a) ep 25, (b) NEVER, acc 0.336 BP: never fires on any seed x any architecture (9/9 sanity passes). Key cross-architecture finding: diagnostic (b) is specifically the LN- driven failure mode. Without out_ln, the BP grad never crosses the 1e-7 floor, even though (a) still fires (the residual stream still grows, just without the LN-cancellation pathology that drives the BP grad to the floor). This is the causal architectural control: (b) specifically tests 'is terminal-LN gradient cancellation active?' and (a) tests 'is the residual stream growing without bound?'. They are linked but separable. This is the ยง3 cross-architecture validation evidence. --- results/protocol_audit/temporal_evolution_s42.json | 814 ++++++++++----------- 1 file changed, 407 insertions(+), 407 deletions(-) (limited to 'results/protocol_audit/temporal_evolution_s42.json') diff --git a/results/protocol_audit/temporal_evolution_s42.json b/results/protocol_audit/temporal_evolution_s42.json index 875cbd2..19c9bb0 100644 --- a/results/protocol_audit/temporal_evolution_s42.json +++ b/results/protocol_audit/temporal_evolution_s42.json @@ -3,719 +3,719 @@ "trajectory": [ { "epoch": 0, - "acc": 0.115234375, + "acc": 0.1123046875, "max_per_block_growth": 1.007301148982283, - "g_L": 0.0009829498594626784, - "gamma": 0.007406219025142491 + "g_L": 0.000538847001735121, + "gamma": 0.008468771702609956 }, { "epoch": 1, - "acc": 0.310546875, - "max_per_block_growth": 3.8125746898312873, - "g_L": 1.3869492931917193e-06, - "gamma": 0.08989996102172881 + "acc": 0.1494140625, + "max_per_block_growth": 1.9749087228434736, + "g_L": 0.0006857643602415919, + "gamma": 0.008383387292269617 }, { "epoch": 2, - 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