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Commits on Sep 25, 2023

• Minor fixes in semi-structured sparse code (pytorch#105595)

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Commits on Sep 22, 2023

• Move has_triton to top level triton utils so that dynamo can also access (pytorch#109832)

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Commits on Sep 6, 2023

• Improve triton bsr_dense_mm performance on column-major ordered inputs with float32 dtype (pytorch#108512)

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Commits on Aug 26, 2023

• Add torch.sparse.as_sparse_gradcheck decorator of gradcheck that allows gradcheck input function to receive and return sparse tensors (pytorch#107150)

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Commits on Aug 25, 2023

• [core][sparse][pruning] cuSPARSELt Kernels and ops. (pytorch#107398)

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Commits on Aug 9, 2023

• Revert "[core][pruning][feature] cuSPARSELt kernels and ops (pytorch#102133)"

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Commits on Aug 8, 2023

• [core][pruning][feature] cuSPARSELt kernels and ops (pytorch#102133)

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Commits on Jul 18, 2023

• [BE] Enable ruff's UP rules and autoformat optim/ (pytorch#105426)

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• Make conversions from/to sparse semi-structured always @torch.compile-d (pytorch#105272)

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Commits on Jul 15, 2023

• [Reland] Update mypy to 1.4.1 (pytorch#105227)

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Commits on Jul 14, 2023

• Revert "[Reland] Update mypy to 1.4.1 (pytorch#105227)"

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• [Reland] Update mypy to 1.4.1 (pytorch#105227)

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• Revert "Update mypy to 1.4.1 (pytorch#91983)"

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Commits on Jul 13, 2023

• Update sparse semi-structured linear operator (pytorch#104608)

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• Add semi-structured sparse conversions (pytorch#103830)

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• SDPA: frontend for BSR masks (pytorch#104042)

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• Update mypy to 1.4.1 (pytorch#91983)

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Commits on Jun 27, 2023

• [core][pruning][sparse][feature] SparseSemiStructured tensor subclass (pytorch#102135)

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• Revert "[core][pruning][sparse][feature] SparseSemiStructured tensor subclass (pytorch#102135)"

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• [core][pruning][sparse][feature] SparseSemiStructured tensor subclass (pytorch#102135)

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Commits on Jun 26, 2023

• Revert "[core][pruning][sparse][feature] SparseSemiStructured tensor subclass (pytorch#102135)"

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• [core][pruning][sparse][feature] SparseSemiStructured tensor subclass (pytorch#102135)

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Commits on Jun 21, 2023

• softmax: Triton kernel for BSR inputs (pytorch#102095)

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Commits on May 25, 2023

• sampled_addmm: BSR support (pytorch#101163)

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Commits on May 11, 2023

• bsr_dense_bmm(): enable more precise float32 support with float64 accumulators (pytorch#100882)

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Commits on May 9, 2023

• bsr_dense_bmm(): remove sparse_rowspace kernel and some dead code (pytorch#100876)

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• bsr_dense_mm(): better test coverage (pytorch#100543)

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Commits on May 8, 2023

• bsr_dense_mm(): code refactoring (pytorch#100634)

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Commits on Mar 14, 2023

• bsr_dense_mm Triton kernel: fix out kwarg (pytorch#96648)

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Commits on Mar 10, 2023

• new triton main pin (pytorch#95896)

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• Revert "new triton main pin (pytorch#95896)"

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• new triton main pin (pytorch#95896)

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Commits on Mar 3, 2023

• Triton kernel for bsr @ dense (pytorch#94823)

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Commits on Feb 23, 2023

• Fix a bug in nesting check_sparse_tensor_invariants context managers (pytorch#95372)

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Commits on Feb 10, 2023

• port sparse_mm.reduce to pytorch and optimize it on CPU (pytorch#83727)

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