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| 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 | |
| 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')
| -rw-r--r-- | results/protocol_audit/temporal_evolution_s123.json | 814 | ||||
| -rw-r--r-- | results/protocol_audit/temporal_evolution_s42.json | 814 | ||||
| -rw-r--r-- | results/protocol_audit/temporal_evolution_s456.json | 814 |
3 files changed, 1221 insertions, 1221 deletions
diff --git a/results/protocol_audit/temporal_evolution_s123.json b/results/protocol_audit/temporal_evolution_s123.json index b3bf014..4cbd345 100644 --- a/results/protocol_audit/temporal_evolution_s123.json +++ b/results/protocol_audit/temporal_evolution_s123.json @@ -3,719 +3,719 @@ "trajectory": [ { "epoch": 0, - "acc": 0.095703125, + "acc": 0.1015625, "max_per_block_growth": 1.0035584615913915, - "g_L": 0.0009735578205436468, - "gamma": 0.006830460682976991 + "g_L": 0.0005310169071890414, + "gamma": 0.007568402143078856 }, { "epoch": 1, - "acc": 0.3037109375, - "max_per_block_growth": 2.755747266137524, - "g_L": 1.3258621720524388e-06, - "gamma": 0.10659917898010463 + "acc": 0.212890625, + "max_per_block_growth": 1.5752949263376606, + "g_L": 0.0006460213917307556, + "gamma": 0.013024769607000053 }, { "epoch": 2, - "acc": 0.29296875, - "max_per_block_growth": 5.270643697811081, - "g_L": 2.744452558545163e-07, - "gamma": 0.10788296448299661 + "acc": 0.203125, + "max_per_block_growth": 2.11024779802163, + "g_L": 0.000717311049811542, + "gamma": 0.004487544531002641 }, { "epoch": 3, - 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