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Pass kernel dimensions as pipeline constants to simplify gather arithmetic across GPUs. Reuse decoded batch coordinates for stores and correct Tile32 batched output indexing. Add model-derived convolution and BMM cases, CPU reference coverage, and an opt-in timestamp benchmark. Retain existing MM/BMM kernels after candidate comparisons showed no consistent improvement.
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