[mlir][amdgpu] Shared memory access optimization pass (#75627)
It implements transformation to optimize accesses to shared memory. Reference: https://reviews.llvm.org/D127457 _This change adds a transformation and pass to the NvGPU dialect that attempts to optimize reads/writes from a memref representing GPU shared memory in order to avoid bank conflicts. Given a value representing a shared memory memref, it traverses all reads/writes within the parent op and, subject to suitable conditions, rewrites all last dimension index values such that element locations in the final (col) dimension are given by newColIdx = col % vecSize + perm[row](col / vecSize, row) where perm is a permutation function indexed by row and vecSize is the vector access size in elements (currently assumes 128bit vectorized accesses, but this can be made a parameter). This specific transformation can help optimize typical distributed & vectorized accesses common to loading matrix multiplication operands to/from shared memory._
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