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This reverts commit 45b30a5aecf31ec26d9b2dc86d5170f9618a7766. Reverted https://github.com/pytorch/pytorch/pull/137427 on behalf of https://github.com/huydhn due to Sorry for reverting your change but test_sparse_semi_structured is failing in trunk after it lands ([comment](https://github.com/pytorch/pytorch/pull/137427#issuecomment-2494047577))
#Sparse benchmarks
These sets of benchmarks are for the sparse matrix functionality. They exist for comparing the performance of sparse matrix routines such as SpMV between various sparse matrix formats and with other frameworks such as TensorFlow.