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Commits on Feb 2, 2022

• Add hook for functorch to error out with unoverridable autograd operations (pytorch#72176)

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• Targeted documentation updates in autograd.functional (pytorch#72111)

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Commits on Feb 1, 2022

• Revert "[fix] max_pool1d: composite compliance (pytorch#70900)" (pytorch#71992)

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Commits on Jan 31, 2022

• Composite compliance for gather_backward (pytorch#71766)

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• Composite compliance for index_put (pytorch#71765)

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• Composite compliance for index_copy, index_fill, masked_scatter, masked_fill (pytorch#71751)

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• Make diag_embed a primitive w.r.t. autograd (pytorch#71750)

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Commits on Jan 28, 2022

• Make detach redispatch like a regular PyTorch operator (pytorch#71707)

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• Add mechanism for functorch to error out on autograd.Function (pytorch#71866)

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Commits on Jan 25, 2022

• Fix bug in singleCheckErrors (pytorch#71706)

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Commits on Jan 20, 2022

• Refactor convolution_backward's cudnn cases (pytorch#71491)

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• Refactor convolution_backward's CudaDepthwise3d case (pytorch#71490)

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• Refactor convolution_backward's CudaDepthwise2d case (pytorch#71489)

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• Fix composite compliance problems for linalg.{matrix_power, inv, cholesky} (pytorch#69437)

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Commits on Dec 22, 2021

• Fix some Composite Compliance problems with binary_cross_entropy backward (pytorch#70198)

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Commits on Dec 14, 2021

• OpInfos for: normal, bernoulli, multinomial (pytorch#66358)

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Commits on Dec 9, 2021

• Introduce isTensorSubclassLike; add special cases to backwards formulas (pytorch#69534)

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Commits on Dec 2, 2021

• Add functorch TLS to ATen/ThreadLocalState (pytorch#69181)

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Commits on Nov 30, 2021

• CompositeImplicitAutograd compliance testing (pytorch#65819)

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Commits on Nov 29, 2021

• [RELAND] Fix Dispatching not considering List[Optional[Tensor]] for dispatch (pytorch#68073)

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• Forward-mode AD support for torch.split, torch.split_with_sizes (pytorch#68566)

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Commits on Nov 18, 2021

• Fix _make_wrapper_subclass's storage_offset handling (pytorch#68268)

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• Stop warning spamming about vmap in gradcheck (pytorch#68586)

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• Replace empty with new_empty in nn.functional.pad (pytorch#68565)

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Commits on Nov 13, 2021

• More aggressively market functorch.vmap when torch.vmap gets called (pytorch#67347)

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Commits on Nov 11, 2021

• OpInfos for new_blah functions and some _like functions (pytorch#67357)

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Commits on Nov 9, 2021

• Fix Dispatching not considering List[Optional[Tensor]] for dispatch (pytorch#66506)

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Commits on Nov 3, 2021

• Split channels_last test cases for tensor conversion OpInfos (pytorch#67368)

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Commits on Oct 14, 2021

• OpInfo for *_like functions (pytorch#65941)

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• OpInfos for some Tensor dtype conversion methods (pytorch#64282)

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Commits on Oct 8, 2021

• Opinfos for avg_pooling (pytorch#64214)

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Commits on Sep 27, 2021

• [Reland] nn.functional.linear OpInfo (pytorch#65498)

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Commits on Sep 16, 2021

• [Reland] Add python mode (pytorch#64360)

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Commits on Sep 14, 2021

• Make {select,slice,diagonal}_backward primitives wrt autograd (pytorch#64933)

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Commits on Sep 2, 2021

• nn.functional.linear OpInfo (pytorch#61971)

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