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test: harden padded response equivalence gate

徐闯 requested to merge perf/gpu-likelihood into master

Cover real and padded PMT zero slots, non-contiguous and NumPy probe inputs, and shape-contract failures. The CPU mapping oracle passes; the corresponding MI100 candidate-versus-legacy gate passed exactly in job 5336110.

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