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Commits on May 4, 2023

• Turn on TORCH_CHECK for NT wrap_buffer (pytorch#100596)

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Commits on Apr 21, 2023

• Disable SDPA FlashAttention backward and mem eff attention on sm86+ for head_dim above 64 (pytorch#99105)

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Commits on Apr 15, 2023

• Update NT error message (pytorch#99166)

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Commits on Mar 27, 2023

• Resubmit _int_mm (pytorch#96685)

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Commits on Mar 16, 2023

• Back out "Add _int_mm to expose cuBLAS int8@int8 -> int32 matmul (pytorch#94339)" (pytorch#96885)

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Commits on Feb 27, 2023

• Add _int_mm to expose cuBLAS int8@int8 -> int32 matmul (pytorch#94339)

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Commits on Dec 2, 2022

• Update Persons of Interest (pytorch#90069)

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Commits on Nov 3, 2022

• Add support for neg to NestedTensor (pytorch#88131)

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Commits on Nov 2, 2022

• Add _foreach_addc(div/mul)(_).Tensor (pytorch#88157)

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• Use tensor cores for NT bmm (pytorch#86856)

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Commits on Nov 1, 2022

• Add support for neg to NestedTensor (pytorch#88131)

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Commits on Oct 31, 2022

• Fix links to tutorial in torch masked docs (pytorch#88129)

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• Create separate files for NT Unary, Binary and Matmul ops (pytorch#88091)

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Commits on Oct 28, 2022

• Support non-contiguous NestedTensors for elementwise ops (pytorch#87888)

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Commits on Oct 18, 2022

• Use CUTLASS GEMM for NT bmm (pytorch#85894)

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• Add torch.sparse overview section (pytorch#85265)

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• Add prototype warning to MaskedTensor constructor (pytorch#87107)

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Commits on Oct 12, 2022

• Use CUTLASS GEMM for NT bmm [OSS-only] (pytorch#85894)

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• Basic SDP benchmark harness (pytorch#86729)

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Commits on Oct 6, 2022

• Remove extra bracket, update header definition (pytorch#86317)

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Commits on Sep 26, 2022

• Get flash_attn to compile for CUDA 11.6 linux nightly build (pytorch#84941)

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Commits on Sep 16, 2022

• flash_attention_helper mitigation: pass contiguous inputs (pytorch#85135)

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Commits on Sep 12, 2022

• TARGETs changes for flash attention and cutlass (pytorch#84781)

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Commits on Jul 28, 2022

• map_nested_tensor (pytorch#82240)

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Commits on Jul 25, 2022

• torch.sparse.softmax avoid div by zero and invalid kernel launch parameters (pytorch#82149)

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Commits on Jul 7, 2022

• Update NestedTensor docs (pytorch#80963)

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Commits on Jun 30, 2022

• Add DTYPE to GPU_ATOMIC_INTEGER macro (pytorch#80547)

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Commits on Jun 28, 2022

• [Resubmission] fix mul_out CUDA config for COO tensors (pytorch#80254)

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Commits on Jun 27, 2022

• TensorImpl:::size_custom to support NestedTensor.size (pytorch#80236)

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Commits on Jun 6, 2022

• Support clone for NestedTensor (pytorch#78826)

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Commits on May 25, 2022

• Set block dim and grid dim macros within NestedTensorTransformerFunctions.cu (pytorch#77199)

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• Conversion between SparseBsr and Strided (pytorch#78025)

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Commits on May 20, 2022

• Guard test_sparse_csr.test_mm on CUDA11+ (pytorch#77965)

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Commits on May 19, 2022

• Change transpose to return CSC when given CSR, adjust addmm, addmv, mm (pytorch#77615)

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Commits on May 18, 2022

• 2D Strided to/from CSC, COO to CSC, CSC to CSC conversion. (pytorch#77521)

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