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merged 8 commits into from
Jul 10, 2025
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Complete sparse release notes #20

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Complete sparse release notes
cpuhrsch Jul 9, 2025
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Update result_sparse_frontend.md
cpuhrsch Jul 9, 2025
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cpuhrsch Jul 9, 2025
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cpuhrsch Jul 9, 2025
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cpuhrsch Jul 9, 2025
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cpuhrsch Jul 9, 2025
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cpuhrsch Jul 10, 2025
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20 changes: 10 additions & 10 deletions 2.8.0/todo/result_sparse_frontend.md → 2.8.0/done/result_sparse_frontend.md
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Expand Up @@ -25,27 +25,27 @@ The categories below are as follows:

## sparse_frontend
### bc breaking
- API change for new enum in cusparseltsplitkmode-t for cusparseLT 0.7.0+ ([#150536](https://github.com/pytorch/pytorch/pull/150536))
### deprecation
### new features
### improvements
- Enable sparse compressed Tensor invariant checks for PrivateUse1 extension ([#149374](https://github.com/pytorch/pytorch/pull/149374))
- Enable ROCm (AMD) for sparse compressed mm/bmm/addmm ([#153262](https://github.com/pytorch/pytorch/pull/153262))
### bug fixes
- Fix TypeError incorrectly raised by torch.sparse_coo_tensor when is_coalesced is specified and size is unspecified ([#152681](https://github.com/pytorch/pytorch/pull/152681))
### performance
- User-controlled sparse tensor validation when loading data from external storage ([#154610](https://github.com/pytorch/pytorch/pull/154610))
- Use HipSparseLT to further accelerate semi-structured (e.g. 2:4) sparsity on ROCm (AMD) ([#150578](https://github.com/pytorch/pytorch/pull/150578))
- Skip sparse tensor invariant validation when loading sparse Tensors from external storage ([#154610](https://github.com/pytorch/pytorch/pull/154610), [#154759](https://github.com/pytorch/pytorch/pull/154759), [#154638](https://github.com/pytorch/pytorch/pull/154638))
### docs
- [Docs] Reformat sparse example ([#154785](https://github.com/pytorch/pytorch/pull/154785))
- Fix code highlighting in torch.sparse ([#154785](https://github.com/pytorch/pytorch/pull/154785))
- Fix word spelling in torch.sparse ([#149277](https://github.com/pytorch/pytorch/pull/149277))
### devs
### Untopiced
- Fix spelling ([#149277](https://github.com/pytorch/pytorch/pull/149277))

### not user facing
- Fix missing braces for clang CUDA ([#150736](https://github.com/pytorch/pytorch/pull/150736))
- Fix `-Wmissing-braces` in a few files ([#150802](https://github.com/pytorch/pytorch/pull/150802))
- [PrivateUse1] Allow out-of-tree devices to pass check when validating csr tensor args ([#149374](https://github.com/pytorch/pytorch/pull/149374))
- [ROCm] improve sparse addmm, enable complex ([#153262](https://github.com/pytorch/pytorch/pull/153262))
- Fix signature of torch.sparse_coo_tensor() ([#152681](https://github.com/pytorch/pytorch/pull/152681))
- ROCm Sparsity through HipSparseLT ([#150578](https://github.com/pytorch/pytorch/pull/150578))
- [BE] Delete pre-CUDA-10.1 code from SparseCUDABlas ([#155079](https://github.com/pytorch/pytorch/pull/155079))
### not user facing
- Fix sparse CUTLASS-based kernels ([#150023](https://github.com/pytorch/pytorch/pull/150023))
- Add optional check_pinning argument to _validate_sparse_compressed_tensor/coo_args ([#154759](https://github.com/pytorch/pytorch/pull/154759))
- [BE] Delete IS_SPMM_AVAILABLE() logic ([#155296](https://github.com/pytorch/pytorch/pull/155296))
- API change for new enum in cusparseltsplitkmode-t for cusparseLT 0.7.0+ ([#150536](https://github.com/pytorch/pytorch/pull/150536))
### security