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authorYurenHao0426 <Blackhao0426@gmail.com>2026-07-22 13:12:33 -0500
committerYurenHao0426 <Blackhao0426@gmail.com>2026-07-22 13:12:33 -0500
commitf37644eb452f0eb3d7f368740f8b39493f11b2aa (patch)
treea9030326db03e06e1b21ee1d8bcf1f378fc02fc4 /README.md
parent7ca9658999c8f882b3d5d295a4201cc9a1ce9cde (diff)
protocol: freeze convolutional HFA baseline funnel
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@@ -120,6 +120,8 @@ random feedback tensors follow the real residual DAG and use local activation
Jacobians, but remain independent of forward weights. An audit-only symmetric
copy reproduces exact hidden gradients to `5.3e-16` relative error and the BP
parameter update to `2.98e-8`; actual HFA never performs that copy.
+`HFA_BASELINE.md` freezes its matched ResNet-20 validation screen before any
+HFA accuracy endpoint is observed.
The subsequent V3 mechanism estimates the required A/G matrix statistics
directly by perturbing the vectorizer parameter subspace. It remains