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@@ -78,7 +78,8 @@ Select maximum best validation accuracy, then a finite final loss, then the
lower rate. If every candidate is nonfinite, select the lowest rate and
retain all failures. The selected rate is copied without depth-specific
tuning to ResNet-20/32/56. R1 development records are not primary panel
-cells.
+cells. A timeout or nonzero exit has a manifest, ranks after every finite
+candidate, and does not make the registry disappear.
## R2 complete 27-cell validation panel