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Commits on May 5, 2022

• Introduce distributed checkpoint with ShardedTensor.

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  Rodrigo Kumpera

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• Bugfix scatter_reduce backward formulas

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• Load state dict post hook

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• Deprecate torch.lu_solve

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• Deprecate torch.lu

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• Update torch.lu_unpack docs

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• Add linalg.lu_solve

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• [RPC small change] Improving logging for store.wait error

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  H-Huang

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• Fix rpc_test.py MyConvNetForMNIST location and sparse tests

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  pbelevich

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• Handle torch.memory_format serialization in TensorProperties.

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  Rodrigo Kumpera

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• Fix issue with _checkpoint_without_reentrant

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• [SR] Use at::DimVector in reshape_copy_out (#76473)

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  Mike Iovine

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• [ROCm][GHA] split 4 GPU hosts across two runners

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• [Reland take-2] Add JIT graph fuser for oneDNN Graph API (v0.5)

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• exclude distributed tests from windows

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• Adds amax and amin references

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  Natalia Gimelshein

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• Port clamp_min and clamp_max to structured

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  Natalia Gimelshein

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• Fix FSDP CI

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• Minor follow up fixes for python registration

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• ns for fx: skip shadowing ops if copy subgraph is not implemented (#76663)

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• ns for fx: skip shadowing for torch.cat, and also for nodes with only kwargs (#76561)

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• [FSDP] Include buffers in `ignored_modules`

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  Andrew Gu

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• `functional.max_unpool`: OpInfo tests + simpler backward + forward ad + fwad over backward ad

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• Go through the dispatcher in matmul_out for the 1D-1D case

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  lezcano

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• Add linalg.lu

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  lezcano

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• Improve derivative of QR decomposition

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• Sparse CSR: Fix sampled_addmm for noncontiguous inputs and fix block sparse triangular solve

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  IvanYashchuk

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• Lint fix

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• [lint] preoperly suggest lintrunner when lint fails

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• Revert "Add ZT fastpath for remainder.Tensor JVP"

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• [complex32] real and imag (also remove unused real and imag kernels)

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• [PT-D][Sharding] Clean up sharded tensor code by leverage handle_torch_function (#76824)

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• Add ZT fastpath for remainder.Tensor JVP

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• Allow creating new libraries and defining new operators from Python

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• Allow users to override kernels for existing C++ ops through Python

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