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_s42.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_s42.json')
| -rw-r--r-- | results/protocol_audit/temporal_evolution_s42.json | 814 |
1 files changed, 407 insertions, 407 deletions
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, - "acc": 0.2880859375, - "max_per_block_growth": 8.429622514392712, - "g_L": 3.1722706239634135e-07, - "gamma": 0.0858152944711037 + "acc": 0.236328125, + "max_per_block_growth": 2.3372359009685035, + "g_L": 0.0007076164474710822, + "gamma": -0.002415801805909723 }, { "epoch": 3, - "acc": 0.3017578125, - "max_per_block_growth": 13.844246803189106, - "g_L": 1.2936459370394005e-07, - "gamma": 0.08629915304481983 + "acc": 0.1943359375, + "max_per_block_growth": 2.723121406755635, + "g_L": 0.0007509145070798695, + "gamma": -0.004518487432505935 }, { "epoch": 4, - "acc": 0.3076171875, - "max_per_block_growth": 20.061241691108485, - "g_L": 6.818439857170233e-08, - "gamma": 0.08862219587899745 + "acc": 0.1875, + "max_per_block_growth": 2.872165954115355, + "g_L": 0.0007538445643149316, + "gamma": -0.0057786391116678715 }, { "epoch": 5, - "acc": 0.328125, - "max_per_block_growth": 27.654916548828574, - "g_L": 4.2616289164243426e-08, - "gamma": 0.0876110177487135 + "acc": 0.1748046875, + "max_per_block_growth": 2.9659966620049905, + "g_L": 0.0007523542735725641, + "gamma": -0.006262022419832647 }, { "epoch": 6, - "acc": 0.2919921875, - "max_per_block_growth": 36.59045220226771, - "g_L": 2.847208158129888e-08, - "gamma": 0.08417161786928773 + "acc": 0.2255859375, + "max_per_block_growth": 3.2776418963074225, + "g_L": 0.0007423472707159817, + "gamma": -0.012987596448510885 }, { "epoch": 7, - 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