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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>`. |