pytorch/pytorch issues and pull requests

#165893 - [hops] fix unbacked runtime asserts for cond higher order op

Pull Request - State: open - Opened by bobrenjc93 about 1 month ago - 1 comment
Labels: topic: not user facing, module: dynamo, ciflow/inductor

#165882 - [reland][fx] Move Node._prepend/Node._remove_from_list to C++

Pull Request - State: open - Opened by jansel about 1 month ago - 1 comment
Labels: release notes: fx, fx, module: dynamo, ciflow/inductor, ci-no-td

#165824 - [dynamo][guards] 1/N Guard selectively for DTensor

Pull Request - State: open - Opened by anijain2305 about 1 month ago - 2 comments
Labels: module: dynamo, ciflow/inductor

#165515 - Apply ruff UP035 rule

Pull Request - State: open - Opened by cyyever about 2 months ago - 1 comment
Labels: oncall: distributed, module: rocm, open source, release notes: releng, module: inductor, module: dynamo, ciflow/inductor, module: compiled autograd, release notes: inductor (aoti)

#165502 - Catch runtime exception when _scrubbed_inductor_config_for_logging

Pull Request - State: open - Opened by luccafong about 2 months ago - 3 comments
Labels: fb-exported, ciflow/trunk, topic: not user facing, module: dynamo, ciflow/inductor, meta-exported

#165493 - Unified dynamo graph capture impl.

Pull Request - State: open - Opened by zhxchen17 about 2 months ago - 3 comments
Labels: oncall: distributed, fb-exported, module: dynamo, ciflow/inductor, meta-exported

#165477 - Add pyrefly suppressions 11/n (using ghstack)

Pull Request - State: open - Opened by maggiemoss about 2 months ago - 1 comment
Labels: oncall: distributed, oncall: jit, module: cpu, release notes: quantization, fx, module: inductor, module: dynamo, ciflow/inductor, release notes: distributed (checkpoint), release notes: export

#165473 - [dynamo] Fix tensor factory functions ignoring default device in torch.compile

Pull Request - State: open - Opened by hinriksnaer about 2 months ago - 3 comments
Labels: open source, module: dynamo, release notes: dynamo

#165460 - Relax equality check

Pull Request - State: open - Opened by tugsbayasgalan about 2 months ago - 6 comments
Labels: ciflow/trunk, topic: not user facing, module: dynamo, ciflow/inductor

#165430 - [dynamo] Clean up assert in dynamo [1/N]

Pull Request - State: open - Opened by can-gaa-hou about 2 months ago - 1 comment
Labels: open source, topic: not user facing, module: dynamo

#165334 - [export] Handle kwargs better in aot_export_joint_with_descriptors

Pull Request - State: open - Opened by angelayi about 2 months ago - 9 comments
Labels: Merged, Reverted, ciflow/trunk, topic: not user facing, module: inductor, module: dynamo, ciflow/inductor, ci-no-td

#165317 - [Code Clean] Clean asserts in torch/ao/quantization/experimental/* and torch/ao/quantization/pt2e/*

Pull Request - State: open - Opened by zhudada0120 about 2 months ago - 6 comments
Labels: oncall: distributed, module: cpu, triaged, open source, release notes: quantization, topic: not user facing, module: inductor, module: dynamo, release notes: distributed (checkpoint), release notes: inductor (aoti)

#165034 - DTensor Matmul Compile with Unbacked Symint Failure

Issue - State: open - Opened by azahed98 about 2 months ago - 7 comments
Labels: triaged, oncall: pt2, module: dynamic shapes, module: dynamo, module: dtensor

#164899 - Move subset _dynamo configs to torch.compiler

Pull Request - State: closed - Opened by sekyondaMeta about 2 months ago - 1 comment
Labels: topic: not user facing, module: dynamo, ciflow/inductor

#164888 - remove more

Pull Request - State: closed - Opened by laithsakka about 2 months ago - 2 comments
Labels: oncall: distributed, release notes: distributed (c10d), module: inductor, module: dynamo, ciflow/inductor

#164887 - use check_size instead of check_is_size in ops.py

Issue - State: closed - Opened by laithsakka about 2 months ago - 2 comments
Labels: fx, module: inductor, module: dynamo, ciflow/inductor

#164886 - remove check_is_size from test_misc.py

Pull Request - State: closed - Opened by laithsakka about 2 months ago - 2 comments
Labels: module: dynamo, ciflow/inductor

#164885 - remove size-like based size-oblivious special simplifications

Pull Request - State: closed - Opened by laithsakka about 2 months ago - 2 comments
Labels: release notes: fx, fx, module: dynamo, ciflow/inductor

#164877 - Pyrefly suppressions 6/n

Pull Request - State: closed - Opened by maggiemoss about 2 months ago - 3 comments
Labels: oncall: jit, module: cpu, Merged, ciflow/trunk, release notes: quantization, fx, module: dynamo, ciflow/inductor, merging, release notes: export

#164875 - [Fuzzer][Eager/Compile Divergence] The size of tensor a (s67) must match the size of tensor b (u0) at non-singleton dimension 0)

Issue - State: open - Opened by bobrenjc93 about 2 months ago
Labels: module: dynamic shapes, module: dynamo, topic: fuzzer

#164873 - [Bugfix][Dynamo] Fix Sparse tensors by graph break in Dynamo

Pull Request - State: open - Opened by Lucaskabela about 2 months ago - 15 comments
Labels: ciflow/trunk, topic: not user facing, module: inductor, module: dynamo, ciflow/inductor

#164856 - [BE][Ez]: Enable RUF007 Prefer itertools.pairwise over zip slicing

Pull Request - State: closed - Opened by Skylion007 about 2 months ago - 3 comments
Labels: open source, better-engineering, Merged, ciflow/trunk, topic: not user facing, module: inductor, module: dynamo, ciflow/inductor, merging

#164815 - [Benchmark] cleanup huggingface models

Pull Request - State: closed - Opened by BoyuanFeng about 2 months ago - 5 comments
Labels: Merged, ciflow/trunk, topic: not user facing, module: dynamo, ciflow/inductor, merging, ci-no-td, ciflow/inductor-periodic

#164788 - [dynamic shapes] DynamicInts prototype

Pull Request - State: closed - Opened by pytorchbot about 2 months ago - 1 comment
Labels: open source, ciflow/trunk, release notes: fx, fx, module: dynamo, ciflow/inductor

#164780 - [dynamo] local_map error message for reordered inputs

Pull Request - State: open - Opened by xmfan about 2 months ago - 1 comment
Labels: topic: not user facing, module: dynamo, ciflow/inductor

#164773 - [precompile] Load source cache for AOT compile as well.

Pull Request - State: closed - Opened by zhxchen17 about 2 months ago - 6 comments
Labels: Merged, ciflow/trunk, topic: not user facing, module: dynamo, ciflow/inductor, merging

#164762 - Fix typo in class definition of bytecodedispatchtable

Pull Request - State: closed - Opened by fxdawnn about 2 months ago - 4 comments
Labels: Merged, ciflow/trunk, topic: not user facing, module: dynamo, ciflow/inductor, merging

#164754 - [dynamo] Support DeviceMesh.mesh_dim_names as const

Pull Request - State: closed - Opened by xmfan about 2 months ago - 3 comments
Labels: ciflow/trunk, module: dynamo, ciflow/inductor, release notes: dynamo, merging

#164678 - [dynamo] Support torch.fx.traceback.annotate

Pull Request - State: open - Opened by anijain2305 about 2 months ago - 16 comments
Labels: Merged, Reverted, ciflow/trunk, release notes: fx, fx, module: inductor, module: dynamo, ciflow/inductor, ci-no-td

#164668 - use check_size instead of check_is_size in ops.py

Pull Request - State: closed - Opened by laithsakka about 2 months ago - 3 comments
Labels: topic: not user facing, module: inductor, module: dynamo, ciflow/inductor

#164667 - remove check_is_size from test_misc.py

Pull Request - State: closed - Opened by laithsakka about 2 months ago - 3 comments
Labels: Merged, ciflow/trunk, topic: not user facing, module: dynamo, ciflow/inductor, merging

#164665 - remove size-like based size-oblivious special max simplifications

Pull Request - State: closed - Opened by laithsakka about 2 months ago - 2 comments
Labels: Merged, release notes: fx, fx, module: dynamo, ciflow/inductor

#164652 - [2/N] Fix clang-tidy readability checks

Pull Request - State: closed - Opened by cyyever about 2 months ago - 11 comments
Labels: oncall: distributed, oncall: jit, module: cpu, open source, Merged, NNC, Reverted, ciflow/trunk, release notes: quantization, module: inductor, module: dynamo, ciflow/inductor, release notes: distributed (checkpoint), merging, module: compiled autograd, ci-no-td, release notes: inductor (aoti), ciflow/h100-symm-mem

#164645 - Enable all SIM rules except disabled ones

Pull Request - State: open - Opened by cyyever about 2 months ago - 15 comments
Labels: oncall: distributed, module: cpu, open source, Merged, Reverted, ciflow/trunk, release notes: quantization, release notes: distributed (sharded), fx, module: inductor, module: dynamo, ciflow/inductor, release notes: distributed (checkpoint), ci-no-td

#164645 - Enable all SIM rules except disabled ones

Pull Request - State: open - Opened by cyyever about 2 months ago - 15 comments
Labels: oncall: distributed, module: cpu, open source, Merged, Reverted, ciflow/trunk, release notes: quantization, release notes: distributed (sharded), fx, module: inductor, module: dynamo, ciflow/inductor, release notes: distributed (checkpoint), ci-no-td

#164630 - remove more no longer needed torch._check_is_size calls 1

Pull Request - State: closed - Opened by laithsakka about 2 months ago - 3 comments
Labels: oncall: distributed, Merged, ciflow/trunk, topic: not user facing, module: dynamo, ciflow/inductor, merging

#164602 - [precompile][ez] Add instrumentation for guard loading/building.

Pull Request - State: closed - Opened by zhxchen17 about 2 months ago - 5 comments
Labels: fb-exported, Merged, ciflow/trunk, topic: not user facing, module: dynamo, ciflow/inductor, merging, meta-exported

#164577 - add the option to disable functionalization in AOTDispatcher

Pull Request - State: open - Opened by bdhirsh about 2 months ago - 6 comments
Labels: release notes: fx, fx, module: dynamo, ciflow/inductor

#164539 - Use torch.testing.test_close instead of torch.testing.test_allclose

Pull Request - State: closed - Opened by cyyever about 2 months ago - 6 comments
Labels: oncall: distributed, open source, ciflow/trunk, release notes: quantization, topic: not user facing, module: inductor, module: dynamo, ciflow/inductor, merging

#164530 - Apply ruff UP035 rule

Pull Request - State: closed - Opened by cyyever about 2 months ago - 1 comment
Labels: module: rocm, open source, module: inductor, module: dynamo, ciflow/inductor, module: compiled autograd, release notes: inductor (aoti)

#164519 - Reapply "C++-accessible Placements via pybind11 (#163030)"

Pull Request - State: open - Opened by swolchok about 2 months ago - 13 comments
Labels: oncall: distributed, fb-exported, Merged, Reverted, ciflow/trunk, module: dynamo, ciflow/inductor, release notes: distributed (dtensor), suppress-bc-linter, ci-no-td, meta-exported

#164506 - [POC] Switch aot_eager to use a faster evaluation function, at the cost of not being boxed

Pull Request - State: closed - Opened by ezyang about 2 months ago - 2 comments
Labels: module: dynamo, ciflow/inductor

#164492 - Reland vision pinned commit hash update

Pull Request - State: open - Opened by huydhn about 2 months ago - 10 comments
Labels: module: rocm, Merged, Reverted, release notes: releng, module: dynamo, ciflow/inductor, ci-no-td, ciflow/inductor-periodic

#164487 - Numpy zerotensor handling

Pull Request - State: closed - Opened by cleonard530 about 2 months ago - 17 comments
Labels: open source, Merged, Reverted, ciflow/trunk, topic: not user facing, module: dynamo, merging, ci-no-td

#164473 - Fix mesh.get_local_rank when it is > 1d

Pull Request - State: closed - Opened by fmassa about 2 months ago - 4 comments
Labels: Merged, ciflow/trunk, topic: not user facing, module: dynamo, ciflow/inductor, merging

#164460 - [2/N] Fix ruff warnings

Pull Request - State: closed - Opened by cyyever about 2 months ago - 5 comments
Labels: oncall: distributed, open source, Merged, ciflow/trunk, release notes: quantization, fx, module: inductor, module: dynamo, ciflow/inductor, release notes: distributed (checkpoint), merging

#164425 - DISABLED test_all_reduce_collective (main.FxGraphRunnableTest)

Issue - State: open - Opened by pytorch-bot[bot] about 2 months ago
Labels: triaged, module: flaky-tests, skipped, module: dynamo

#164423 - [5/N] Apply ruff UP035 rule

Pull Request - State: closed - Opened by cyyever about 2 months ago - 6 comments
Labels: oncall: distributed, oncall: jit, module: rocm, open source, Merged, ciflow/trunk, fx, module: inductor, module: dynamo, ciflow/inductor, merging, release notes: export, module: compiled autograd, release notes: inductor (aoti)

#164403 - add tensor subclass printing support in fx/graph.py

Pull Request - State: closed - Opened by bobrenjc93 about 2 months ago - 6 comments
Labels: Merged, ciflow/trunk, release notes: fx, fx, module: dynamo, ciflow/inductor, merging

#164330 - Use correct fqn when there are alias modules

Pull Request - State: closed - Opened by tugsbayasgalan 2 months ago - 3 comments
Labels: ciflow/trunk, module: dynamo, ciflow/inductor

#164327 - [AUTOGENERATED] rocm7.1_internal_testing_IFU_2025-09-24

Pull Request - State: closed - Opened by pragupta 2 months ago - 1 comment
Labels: oncall: distributed, module: rocm, release notes: releng, module: inductor, module: dynamo

#164316 - [dynamo] do not pop from framelocals dict in Python 3.10

Pull Request - State: closed - Opened by williamwen42 2 months ago - 3 comments
Labels: Merged, ciflow/trunk, topic: not user facing, module: dynamo, ciflow/inductor, merging, module: python version

#164310 - [export] avoid checks during tracing of export verification

Pull Request - State: closed - Opened by anijain2305 2 months ago - 1 comment
Labels: module: dynamo, ciflow/inductor, release notes: export

#164308 - [dynamo][sac] Support functools partial context_fn for sac

Pull Request - State: closed - Opened by anijain2305 2 months ago - 9 comments
Labels: Merged, ciflow/trunk, topic: not user facing, module: dynamo, ciflow/inductor, keep-going, merging

#164305 - [export] Turn on install_free_tensors flag

Pull Request - State: closed - Opened by anijain2305 2 months ago - 1 comment
Labels: module: inductor, module: dynamo, ciflow/inductor, release notes: export

#164292 - [export] Turn on install_free_tensors flag

Pull Request - State: closed - Opened by anijain2305 2 months ago - 8 comments
Labels: ciflow/trunk, module: inductor, module: dynamo, ciflow/inductor, release notes: export

#164279 - [ROCm][CI] additional dynamo benchmarks for inductor-periodic

Pull Request - State: closed - Opened by jithunnair-amd 2 months ago - 7 comments
Labels: module: rocm, open source, Merged, topic: not user facing, module: dynamo, ciflow/inductor, merging, ciflow/inductor-periodic, ciflow/inductor-perf-test-nightly-rocm

#164272 - [dynamo] Use strings instead of modules for fqn info tracking

Pull Request - State: closed - Opened by anijain2305 2 months ago - 7 comments
Labels: Merged, ciflow/trunk, topic: not user facing, module: dynamo, ciflow/inductor, merging

#164250 - [inductor] teach bisector to look at pre_grad passes

Pull Request - State: closed - Opened by avikchaudhuri 2 months ago - 7 comments
Labels: fb-exported, Merged, ciflow/trunk, topic: not user facing, module: inductor, module: dynamo, ciflow/inductor, merging, meta-exported

#164221 - Use dataclass features in two classes

Pull Request - State: closed - Opened by cyyever 2 months ago - 11 comments
Labels: open source, better-engineering, Merged, ciflow/trunk, topic: not user facing, module: inductor, module: dynamo, ciflow/inductor, merging

#164174 - Support propagating custom meta field to backward graph nodes

Pull Request - State: closed - Opened by yushangdi 2 months ago - 7 comments
Labels: oncall: distributed, Merged, ciflow/trunk, module: dynamo, ciflow/inductor, merging, release notes: export

#164171 - Support calling torch.compile inside non-strict export

Pull Request - State: closed - Opened by tugsbayasgalan 2 months ago - 12 comments
Labels: ciflow/trunk, module: dynamo, ciflow/inductor, merging, release notes: export

#164160 - Fix assertion error

Pull Request - State: closed - Opened by jemitche1 2 months ago - 2 comments
Labels: oncall: distributed, release notes: distributed (fsdp), module: dynamo, release notes: distributed (checkpoint)

#164085 - [dynamo][export] Make the source_stack and fqn info same between dynamo and export

Pull Request - State: closed - Opened by anijain2305 2 months ago - 4 comments
Labels: Merged, ciflow/trunk, topic: not user facing, module: inductor, module: dynamo, ciflow/inductor, merging

#164082 - [hops] Support unspecialized nn module for export hops

Pull Request - State: closed - Opened by anijain2305 2 months ago - 12 comments
Labels: Merged, ciflow/trunk, topic: not user facing, module: dynamo, ciflow/inductor, merging

#164081 - [dynamo] Special path for cloning of torch dispatch tensors

Pull Request - State: open - Opened by anijain2305 2 months ago - 7 comments
Labels: Merged, Reverted, ciflow/trunk, topic: not user facing, module: dynamo, ciflow/inductor, ci-no-td

#164080 - [dynamo][export] Add some missing trace rules

Pull Request - State: closed - Opened by anijain2305 2 months ago - 6 comments
Labels: Merged, ciflow/trunk, topic: not user facing, module: dynamo, ciflow/inductor, merging

#164075 - Fix refine_ranges corner case

Pull Request - State: open - Opened by laithsakka 2 months ago - 11 comments
Labels: Merged, Reverted, ciflow/trunk, release notes: fx, fx, module: dynamo, ciflow/inductor, ci-no-td

#164065 - [Fix] Adding missing `f` prefixes to formatted strings [1/N]

Pull Request - State: closed - Opened by can-gaa-hou 2 months ago - 24 comments
Labels: open source, Merged, ciflow/trunk, topic: not user facing, module: inductor, module: dynamo, merging, module: compiled autograd

#164047 - _SymExprDict => _SymExprDict for proxy_tensor PythonKeyTracer

Pull Request - State: closed - Opened by bobrenjc93 2 months ago - 1 comment
Labels: ciflow/trunk, release notes: fx, fx, module: dynamo, ciflow/inductor

#164044 - Speed up FP precision lookup

Pull Request - State: closed - Opened by lakshayg 2 months ago - 15 comments
Labels: module: cpu, triaged, open source, Merged, Reverted, ciflow/trunk, topic: not user facing, module: dynamo, ciflow/inductor, merging, ci-no-td

#164005 - [dynamo, 3.14] fix _detect_and_normalize_assert_statement for 3.14

Pull Request - State: open - Opened by williamwen42 2 months ago - 15 comments
Labels: Merged, Reverted, ciflow/trunk, topic: not user facing, module: dynamo, ciflow/inductor, ci-no-td, module: python version

#163967 - Building guards should be under metrics_context

Pull Request - State: closed - Opened by tugsbayasgalan 2 months ago - 8 comments
Labels: Merged, ciflow/trunk, topic: not user facing, module: dynamo, ciflow/inductor, merging

#163959 - Helper to augment graph with additional deps

Pull Request - State: closed - Opened by eellison 2 months ago - 9 comments
Labels: Merged, Reverted, ciflow/trunk, topic: not user facing, module: inductor, module: dynamo, ciflow/inductor, ci-no-td

#163947 - [1/N] Apply UP035 rule in tests

Pull Request - State: closed - Opened by cyyever 2 months ago - 5 comments
Labels: oncall: distributed, open source, Merged, ciflow/trunk, release notes: quantization, topic: not user facing, fx, module: inductor, module: dynamo, ciflow/inductor, release notes: distributed (checkpoint), merging

#163921 - [strict-export] Make Export and Dynamo use same behavior for inline_inbuilt_nn_modules

Pull Request - State: closed - Opened by anijain2305 2 months ago - 1 comment
Labels: with-ssh, ciflow/trunk, topic: not user facing, module: inductor, module: dynamo, ciflow/inductor, keep-going, ci-no-td

#163866 - Add runtime_overhead PR Time Benchmark

Pull Request - State: closed - Opened by azahed98 2 months ago - 8 comments
Labels: Merged, ciflow/trunk, topic: not user facing, module: dynamo, ciflow/inductor, merging

#163769 - Reapply "Make functionalization `ViewMeta` serializable with pickle. (#143712)"

Pull Request - State: closed - Opened by Lucaskabela 2 months ago - 10 comments
Labels: fb-exported, Merged, ciflow/trunk, release notes: composability, module: dynamo, ciflow/inductor, merging, suppress-bc-linter, meta-exported

#163763 - Fix THP_PyObject_VirtualFree return type

Pull Request - State: closed - Opened by guangyey 2 months ago - 17 comments
Labels: open source, Merged, ciflow/trunk, release notes: build, module: dynamo, ciflow/inductor, merging

#163728 - [Code Clean] Remove deadcodes about Python3.9 [8/N]

Pull Request - State: closed - Opened by FFFrog 2 months ago - 5 comments
Labels: open source, Merged, ciflow/trunk, topic: not user facing, module: inductor, module: dynamo, ciflow/inductor, merging

#163720 - [dynamo][WIP] Add most recent bytecode to graph break with developer initiation

Pull Request - State: closed - Opened by fxdawnn 2 months ago - 4 comments
Labels: topic: not user facing, module: dynamo, ciflow/inductor

#163691 - Add attention benchmarking to operator microbenchmarks

Pull Request - State: closed - Opened by jainapurva 2 months ago - 1 comment
Labels: oncall: distributed, module: cpu, release notes: quantization, release notes: releng, ciflow/mps, module: inductor, module: dynamo, ciflow/inductor, release notes: distributed (checkpoint), release notes: inductor (aoti), ciflow/h100-symm-mem, ciflow/vllm

#163671 - Fix double dispatch to Python for detach

Pull Request - State: open - Opened by swolchok 2 months ago - 19 comments
Labels: Merged, Reverted, ciflow/trunk, release notes: autograd, module: dynamo, ciflow/inductor, ci-no-td

#163656 - Speedup instancecheck by moving VariableTrackerMeta to C++

Pull Request - State: open - Opened by guilhermeleobas 2 months ago - 2 comments
Labels: open source, topic: not user facing, module: dynamo, ciflow/inductor

#163653 - [BE] Delete all pre py-3.10 checks

Pull Request - State: closed - Opened by malfet 2 months ago - 6 comments
Labels: oncall: distributed, oncall: jit, Merged, ciflow/trunk, topic: not user facing, module: inductor, module: dynamo, ciflow/inductor, merging, release notes: distributed (torchelastic)

#163652 - Allow unbacked to unbacked replacements if rhs unbacked symbols are all inputs

Pull Request - State: closed - Opened by laithsakka 2 months ago - 6 comments
Labels: Merged, ciflow/trunk, release notes: fx, fx, module: inductor, module: dynamo, ciflow/inductor, keep-going, merging

#163646 - [Code Clean] Remove deadcodes about Python3.9 [7/N]

Pull Request - State: closed - Opened by FFFrog 2 months ago - 3 comments
Labels: oncall: jit, open source, Merged, ciflow/trunk, topic: not user facing, module: dynamo, ciflow/inductor, merging

#163623 - Remove dataclass_slots

Pull Request - State: closed - Opened by cyyever 2 months ago - 7 comments
Labels: triaged, open source, Merged, ciflow/trunk, topic: not user facing, module: dynamo, ciflow/inductor, merging

#163613 - [distributed] Remove python code older than 3.10

Pull Request - State: closed - Opened by cyyever 2 months ago - 3 comments
Labels: oncall: distributed, oncall: jit, open source, Merged, ciflow/trunk, module: inductor, module: dynamo, ciflow/inductor, merging, release notes: distributed (torchelastic)

GitHub / pytorch/pytorch issues and pull requests