From 412314e3ed7bca666a41876980b479456f5e733d Mon Sep 17 00:00:00 2001 From: YurenHao0426 Date: Wed, 22 Jul 2026 16:06:47 -0500 Subject: docs: record reciprocal KP full pass --- RESULTS.md | 14 ++++++++++++++ 1 file changed, 14 insertions(+) (limited to 'RESULTS.md') diff --git a/RESULTS.md b/RESULTS.md index 0a719e4..dfcb352 100644 --- a/RESULTS.md +++ b/RESULTS.md @@ -909,6 +909,20 @@ correlation, and remains finite throughout the constant-LR screen. The result opens the frozen KP-2 full baseline. It is entirely prior-art baseline evidence and does not change the SDIL reviewer score. +The sole frozen 200-epoch KP-2 record also passes every gate: + +| method | validation accuracy | early alignment | epoch-151--200 feedback cosine | estimated MACs | +|:--|--:|--:|--:|--:| +| KP | **91.26%** | 0.999397 | 0.999663 | 1.4519e15 | +| matched BP | 91.62% | n/a | exact by construction | 1.0949e15 | + +KP-2 ends with finite validation loss `0.429013`, final feedback/forward cosine +`0.999663`, zero task-loss queries, and `1.3261x` BP MACs. Peak allocated +memory is 2.163 GB and audited wall time is 5579.7 s on a GTX 1080. This +establishes a stable, near-BP standard-ResNet substrate and opens the frozen +mixed-traffic screen. It remains prior-art evidence and therefore leaves the +reviewer score at 5/10 until innovation itself wins the controlled ablation. + ## 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}` Batteries: `experiments/run_v2.sh "" "" `. -- cgit v1.2.3