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Commits on Sep 20, 2023

• Hashing for constant and singleton SymInt/SymBool (pytorch#109170)

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• Handle constant SymBool in unary and binary operations (pytorch#109169)

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Commits on Sep 13, 2023

• Update SingletonSymNode to allow more comparisons (pytorch#108315)

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Commits on Sep 11, 2023

• Add NestedTensor python subclass (pytorch#108314)

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• Update CopySlices to not internal assert when grad_output is undefined (pytorch#108353)

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Commits on Sep 8, 2023

• Allow adding extra dispatch keys to wrapper tensor subclass (pytorch#108808)

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Commits on Aug 24, 2023

• Add SingletonSymIntNode (pytorch#107089)

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• Fix sym_{sizes,strides} slow path (pytorch#107839)

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• Fix aot sequence_nr to reset bwd flag (pytorch#107210)

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Commits on Aug 17, 2023

• Fix inference_mode decorator pass mode as kwarg (pytorch#107349)

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Commits on Aug 16, 2023

• Improve activation checkpoint docs wording (pytorch#107296)

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Commits on Aug 15, 2023

• [BE] Add missing override to remove build warning spam (pytorch#107191)

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Commits on Jul 18, 2023

• Remove unnecessary seen check in get_current_graph_task_execution_order (pytorch#105487)

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• Fix get_current_graph_task_execution_order accumulate_grads ordering (pytorch#105353)

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Commits on Jul 8, 2023

• Fix activation checkpoint for mps (pytorch#104787)

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• [autograd Function] Add private API to not materialize grads for non-differentiable outputs (pytorch#104291)

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Commits on Jun 22, 2023

• Update SavedVariable to support saving non-input leafs (pytorch#104039)

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• Improve debuggability of activation checkpoint (pytorch#103859)

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Commits on Jun 21, 2023

• Upgrade LoggingTensor mode and add traceback collection (pytorch#103734)

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Commits on Jun 2, 2023

• Remove incorrect THP{Cpp,}Function_traverse PyObject traversals (pytorch#102860)

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• Multihooks should not keep tensor alive in closure (pytorch#102859)

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Commits on May 15, 2023

• Fix checkpoint doc small formatting issue (pytorch#101419)

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Commits on May 12, 2023

• [BE] Make some simplifications to torch.utils.checkpoint logic (pytorch#101193)

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Commits on May 3, 2023

• torch.utils.checkpoint warns if user does not pass use_reentrant explicitly (pytorch#100551)

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Commits on Apr 29, 2023

• Check inputs have same dtype in addmm_impl_cpu_ even if input has zero numel (pytorch#100274)

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Commits on Apr 24, 2023

• Update channel shuffle to return alias instead of self as-is (pytorch#99745)

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Commits on Apr 22, 2023

• [docs] nn.functional.embedding: Note expected discrepancy between numerical and analytical gradients (pytorch#99181)

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Commits on Apr 11, 2023

• [docs] Add missing functions to autograd.rst (pytorch#98854)

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• [reland][BE][autograd Function] Raise an error if input is returned a… (pytorch#98051)

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Commits on Mar 30, 2023

• Fix module backward pre-hooks to actually update gradient (pytorch#97983)

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Commits on Mar 29, 2023

• [BE][autograd Function] Raise an error if input is returned as-is and saved for forward or backward in setup_context (pytorch#97212)

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Commits on Mar 28, 2023

• [BE][autograd Function] Raise an error if input is returned as-is and saved for forward or backward in setup_context (pytorch#97212)

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Commits on Mar 27, 2023

• Remove unnecessary retain_grad call from gradcheck (pytorch#96923)

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• Modify all calls to checkpoint pass use_reentrant explicitly (pytorch#97376)

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Commits on Mar 22, 2023

• Make early stop the default for checkpoint and expose a way to disable (pytorch#96866)

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