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| author | YurenHao0426 <Blackhao0426@gmail.com> | 2026-07-23 06:55:15 -0500 |
|---|---|---|
| committer | YurenHao0426 <Blackhao0426@gmail.com> | 2026-07-23 06:55:15 -0500 |
| commit | 2b8b36b249e5d05386460c58aab268ca4d02eb0e (patch) | |
| tree | cf92a8c627f760095dcf95fe994ad2c4aeaabaa2 /RESULTS.md | |
| parent | 2fed62a2486962e0054fbb9d38661ed76a2820f4 (diff) | |
docs: record accept-gate confirmation pass
Diffstat (limited to 'RESULTS.md')
| -rw-r--r-- | RESULTS.md | 31 |
1 files changed, 29 insertions, 2 deletions
@@ -1012,8 +1012,35 @@ operations, one neutral observation per ordinary example, 2.165 GB peak allocated memory, one final validation evaluation, and zero test evaluations. The source revision is `d945c42`, and the gate was frozen before the endpoint. This is the first full near-BP standard-ResNet SDIL validation result and raises -the strict reviewer score from 5 to 6. Independent five-seed paired test -confirmation remains open rather than assumed. +the strict reviewer score from 5 to 6. At the D3 audit, independent five-seed +paired test confirmation remained open rather than assumed. + +The independently frozen D4 paired test confirmation subsequently passes every +gate at source revision `0008f2c`. Each of seeds 10--14 trains clean KP and +dynamic innovation from scratch on all 50,000 CIFAR-10 training examples for +200 epochs, evaluates no validation example, and evaluates the 10,000-example +test set exactly once at the endpoint: + +| seed | clean-KP test accuracy | dynamic test accuracy | clean minus dynamic | +|--:|--:|--:|--:| +| 10 | 91.58% | 91.52% | +0.06 points | +| 11 | 91.55% | 91.58% | -0.03 points | +| 12 | 90.87% | 91.65% | -0.78 points | +| 13 | 91.50% | 91.51% | -0.01 points | +| 14 | 91.44% | 91.66% | -0.22 points | +| **mean** | **91.388%** | **91.584%** | **-0.196 points** | + +The one-sided 95% upper confidence bound on the paired clean-minus-dynamic +deficit is `0.1306` points, far inside the frozen 2.5-point bound. All five +dynamic seeds exceed 87%, all five are within two points of paired clean KP, +and mean early-third alignment is `0.999687`. All ten trajectories are +finite; the dynamic runs also pass feedback tracking, neutral projection, +zero instruction leakage, zero task-loss query, `<=1.34x` BP MAC, `<=2.5 GiB` +peak-memory, authorized-hardware, source-provenance, split, and evaluation +checks. D4 therefore raises the strict reviewer score from 6 to 7 and +establishes the accept bar. It is a ResNet-20 robustness/noninferiority result, +not evidence of positive utility from ResNet-20 to ResNet-56 and not evidence +for the previously failed desired-velocity or online-control interpretation. ## How to run `experiments/run.py --mode {bp,fa,dfa,sdil} --dataset {mnist,fmnist,cifar10} --depth D --residual {0,1} --act {tanh,gelu,silu,relu}` |
