diff options
| author | YurenHao0426 <Blackhao0426@gmail.com> | 2026-04-07 23:03:05 -0500 |
|---|---|---|
| committer | YurenHao0426 <Blackhao0426@gmail.com> | 2026-04-07 23:03:05 -0500 |
| commit | 4172195ca318387e20e3576ab40187d4d2f08ebe (patch) | |
| tree | e6cb78aba41069e9bf9ec4cd29f5d3a47d2586af /results/protocol_audit/temporal_evolution_s456.json | |
| parent | 31ddecc9eb646b15c4ac5960c7de9346c8f7be68 (diff) | |
Cross-architecture temporal validation: 3 archs x 3 seeds x 2 methods
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.
Diffstat (limited to 'results/protocol_audit/temporal_evolution_s456.json')
| -rw-r--r-- | results/protocol_audit/temporal_evolution_s456.json | 814 |
1 files changed, 407 insertions, 407 deletions
diff --git a/results/protocol_audit/temporal_evolution_s456.json b/results/protocol_audit/temporal_evolution_s456.json index e4ba944..dcc9744 100644 --- a/results/protocol_audit/temporal_evolution_s456.json +++ b/results/protocol_audit/temporal_evolution_s456.json @@ -3,719 +3,719 @@ "trajectory": [ { "epoch": 0, - "acc": 0.0927734375, + "acc": 0.091796875, "max_per_block_growth": 1.0086230089592807, - "g_L": 0.000986678060144186, - "gamma": 0.0033523982419865206 + "g_L": 0.0005458085797727108, + "gamma": 0.002593531389720738 }, { "epoch": 1, - "acc": 0.2861328125, - "max_per_block_growth": 3.847363056969044, - "g_L": 7.810436954969191e-07, - "gamma": 0.1028625147882849 + "acc": 0.224609375, + "max_per_block_growth": 1.7846383854660326, + "g_L": 0.0006423307931981981, + "gamma": 0.013619338162243366 }, { "epoch": 2, - "acc": 0.298828125, - "max_per_block_growth": 7.89173638199958, - "g_L": 1.728751612972701e-07, - "gamma": 0.09588160619023256 + "acc": 0.2197265625, + "max_per_block_growth": 2.384480419256297, + "g_L": 0.0007185889990068972, + "gamma": -0.0027784015983343124 }, { "epoch": 3, - 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