[XPU][OptRed] Define triton_intel_gpu.simd_reduce
and use in optimized transposed reduction
#2907
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Define SIMD transpose-reduce operation performing a SIMD reduction while transposing the implicit SIMD matrix. See description definition for further context.
Using this operation in the transpose reduction pass allows us to perform the optimization while not using SLM.