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The per-dim print loop lacked the empty-array guard already used for the KL computation right above it and the sec-slot loop further down, so an all-zero-secondaries validation batch (e.g. early/unstable training) triggered numpy RuntimeWarnings from .mean()/.std() on empty arrays. Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>