Eric Feng

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[GPU][Codegen] Expand iteration space based on new `expand_dims` attribute

I’ve included all changes in this PR for now to show everything together. I can split the refactor into a separate NFC for readability if preferred and folks agree on...

[GPU][Codegen] Expand iteration space based on new `expand_dims` attribute

NFC bits have been factored out in a separate PR for convenience in reviewing.

[AMDGPU][Codegen] Optimizing skinny GEMM workloads with sparse matrix instructions

cc @kuhar