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authorYurenHao0426 <Blackhao0426@gmail.com>2026-07-22 16:56:13 -0500
committerYurenHao0426 <Blackhao0426@gmail.com>2026-07-22 16:56:13 -0500
commit380a2a5e56c8edaecb2e0cc1a0bfc592e5b0f72c (patch)
treecf10eee298e037aaef1a9d4e759b7c24c0315e50 /RESULTS.md
parent26c257fa528118671a5914f9f9796b24d451839f (diff)
docs: close one-sided stability branch
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@@ -949,6 +949,18 @@ the forward local feedback mode. The linearized update in `THEORY.md` exposes
the multiplicative term `D W C` and proves that any positive effective scalar
mode has momentum transition spectral radius above one.
+The separately frozen training-only S0 screen then tests whether a one-sided
+neutral-regression upper margin is sufficient. None of
+`{0.001,0.003,0.01,0.03}` is eligible. The two smaller margins produce
+nonfinite BatchNorm running variances and `1e17`-scale weights. The two larger
+margins keep tensors finite for 352 steps but produce maximum losses of
+`1.40e5`/`4.97e6` and weights of `8.83e6`/`1.19e8`, violating the predeclared
+loss, signal-ratio, weight, and momentum envelopes. Every candidate preserves
+the four-to-one intervention, passes its one-sided residual-soma certificate,
+freezes the predictor, restores loader state, and evaluates no validation or
+test example. Sign-only dissipativity is therefore closed before endpoint
+access; no margin is selected and the score remains 5/10.
+
## 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>`.