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authorYurenHao0426 <Blackhao0426@gmail.com>2026-07-22 16:38:42 -0500
committerYurenHao0426 <Blackhao0426@gmail.com>2026-07-22 16:38:42 -0500
commit575530e7124c540e58571b50ef147a5f20e6cb54 (patch)
treec1058abde90f59d2e9b594661f1794b6e974ae18 /RESULTS.md
parentd818fc26cdcbc00521e4cd4e347e74d5cd3e5670 (diff)
docs: explain mixed-traffic instability
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@@ -937,6 +937,18 @@ alignment, feedback-tracking, and usable matched-norm checks fail. MT-2 and the
five-seed test confirmation remain untouched. This closes the controlled
standard-ResNet accept recovery and leaves the reviewer estimate at 5/10.
+The clean training-only failure-localization records at revision `e996231`
+evaluate neither validation nor test data. They identify the first
+training-active nonfinite tensors as stem `W[0]` and its momentum at step 23
+for raw, step 69 for norm-matched raw, and step 74 for innovation. Predictor
+slopes, feedback weights, and feedback momenta remain finite when each
+diagnostic stops. At innovation step 1, loss is
+2.91 and used-signal RMS is 0.00477; by step 16 they reach `4.14e5` and 1.76.
+Thus norm matching and subtraction substantially delay, but do not stabilize,
+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.
+
## 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>`.