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authorYurenHao0426 <Blackhao0426@gmail.com>2026-07-22 16:06:47 -0500
committerYurenHao0426 <Blackhao0426@gmail.com>2026-07-22 16:06:47 -0500
commit412314e3ed7bca666a41876980b479456f5e733d (patch)
tree7a0fc53a07f36debd523a0f09e889c7fb154cb6d /RESULTS.md
parent2ef7f94291c35a284394bf0dd2f0c452c89847a0 (diff)
docs: record reciprocal KP full pass
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@@ -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 <ds> "<depths>" <res> <act> "<seeds>" <ep> <pfx>`.