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[XLA:GPU] Enable wgmma with block_n=8 in Triton and autotuner #97505

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[XLA:GPU] Enable wgmma with block_n=8 in Triton and autotuner

The workaround in AccelerateMatmul forces a contracting-contiguous (K-contiguous) layout for rhs with small N. This prevents from triggering unsupported no-swizzle lowering.

We also add checks to WGMMA lowering to catch incorrectly-filled descriptors. Previously this would either crash in runtime or produce incorrect results.

The workaround in AccelerateMatmul forces a contracting-contiguous (K-contiguous) layout for rhs with small N. This prevents from triggering unsupported no-swizzle lowering.

We also add checks to WGMMA lowering to catch incorrectly-filled descriptors. Previously this would either crash in runtime or produce incorrect results.

PiperOrigin-RevId: 772893153
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