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Justin Chu 524b78d4f6 [ONNX] Refactor torchscript based exporter (#161323) 
Refactor torchscript based exporter logic to move them to a single (private) location for better code management. Original public module and method apis are preserved.

- Updated module paths in `torch/csrc/autograd/python_function.cpp` accordingly
- Removed `check_onnx_broadcast` from `torch/autograd/_functions/utils.py` because it is private&unused

@albanD / @soulitzer could you review changes in `torch/csrc/autograd/python_function.cpp` and
`torch/autograd/_functions/utils.py`? Thanks!

## BC Breaking
- **Deprecated members in `torch.onnx.verification` are removed**

Differential Revision: [D81236421](https://our.internmc.facebook.com/intern/diff/D81236421)
Pull Request resolved: https://github.com/pytorch/pytorch/pull/161323
Approved by: https://github.com/titaiwangms, https://github.com/angelayi
2025-09-02 16:10:30 +00:00
..
_static
[doc] AOTI debugging guide (#160430)
2025-08-14 23:42:17 +00:00
_templates
Migrate to new theme (#149331)
2025-04-16 21:35:19 +00:00
community
[doc] add weifengpy to torch distributed pocs (#158989)
2025-07-24 04:42:33 +00:00
compile
[dynamo, docs] add recompilation, observability, reporting issues docs (#159062)
2025-07-29 23:23:51 +00:00
elastic
Support NUMA Binding for Callable Entrypoints (#160163)
2025-08-12 20:08:49 +00:00
export
[export] Add runnable code to export docs (#158506)
2025-07-17 20:15:22 +00:00
notes
Revert "[CUDA] Reuse blocks with record_stream during CUDA Graph capture in the CUDACachingAllocator (#158352)"
2025-09-01 16:27:03 +00:00
rpc
Fix broken URLs (#152237)
2025-04-27 09:56:42 +00:00
scripts
[ONNX] Filter out torchscript sentences (#158850)
2025-07-24 20:59:06 +00:00
user_guide
Add placeholder for the User Guide (#159379)
2025-08-13 14:56:04 +00:00
accelerator.md
Add unified memory APIs for torch.accelerator (#152932)
2025-08-08 17:41:22 +00:00
amp.md
[Docs] Convert to markdown: accelerator.rst, amp.rst, autograd.rst, backends.rst, benchmark_utils.rst (#155762)
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autograd.md
[Docs] Convert to markdown: accelerator.rst, amp.rst, autograd.rst, backends.rst, benchmark_utils.rst (#155762)
2025-06-12 02:55:06 +00:00
backends.md
Revert "[ROCm] SDPA fix mem fault when dropout is enabled (#154864)"
2025-08-26 20:03:59 +00:00
benchmark_utils.md
[Docs] Convert to markdown: accelerator.rst, amp.rst, autograd.rst, backends.rst, benchmark_utils.rst (#155762)
2025-06-12 02:55:06 +00:00
bottleneck.rst
add itt unit test and docstrings (#84848)
2022-09-28 01:39:58 +00:00
checkpoint.md
Convert to markdown: checkpoint.rst (#156009)
2025-06-16 17:48:23 +00:00
complex_numbers.md
Convert complex_numbers.rst to markdown (#156039)
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cond.md
[Docs] Convert to markdown cond.rst, config_mod.rst (#155653)
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conf.py
Always build USE_DISTRIBUTED. (#160449)
2025-09-01 23:00:21 +00:00
config_mod.md
[Docs] Convert to markdown cond.rst, config_mod.rst (#155653)
2025-06-13 20:58:57 +00:00
cpp_extension.rst
xpu: support sycl with torch.utils.cpp_extension APIs (#132945)
2025-02-16 16:50:59 +00:00
cpp_index.rst
[3/n] Remove references to TorchScript in PyTorch docs (#158315)
2025-07-15 21:14:18 +00:00
cpu.rst
Add current_device() to torch.cpu (#110987)
2023-10-11 05:13:10 +00:00
cuda_environment_variables.rst
Add doc page for environment variables that effect PyTorch Runtime (#119087)
2024-02-15 21:41:38 +00:00
cuda._sanitizer.rst
Fix typos under docs directory (#88033)
2022-10-31 19:31:56 +00:00
cuda.md
Revert "[WIP] Merge Test (#160998)"
2025-08-19 20:30:39 +00:00
cuda.tunable.md
Fix #155016 for Docathon - convert rst to markdown (#155198)
2025-06-13 20:24:34 +00:00
cudnn_persistent_rnn.rst
Remove orphan from cuDNN persistent note (#65160)
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cudnn_rnn_determinism.rst
Fix broken URLs (#152237)
2025-04-27 09:56:42 +00:00
data.md
Fix #155016 for Docathon - convert rst to markdown (#155198)
2025-06-13 20:24:34 +00:00
ddp_comm_hooks.md
DOC: Convert to markdown: ddp_comm_hooks.rst, debugging_environment_variables.rst, deploy.rst, deterministic.rst, distributed.algorithms.join.rst (#155298)
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debugging_environment_variables.md
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deterministic.md
DOC: Convert to markdown: ddp_comm_hooks.rst, debugging_environment_variables.rst, deploy.rst, deterministic.rst, distributed.algorithms.join.rst (#155298)
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distributed._dist2.md
Add a title to distributed._dist2.md (#159385)
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distributed.algorithms.join.md
DOC: Convert to markdown: ddp_comm_hooks.rst, debugging_environment_variables.rst, deploy.rst, deterministic.rst, distributed.algorithms.join.rst (#155298)
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distributed.checkpoint.md
[DCP] OSS Zero Overhead Checkpointing Implementation (#156207)
2025-06-29 03:19:48 +00:00
distributed.elastic.md
NUMA binding integration with elastic agent and torchrun (#149334)
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distributed.fsdp.fully_shard.md
[FSDP2] explain user contract for fully_shard (#156070)
2025-06-17 10:03:19 +00:00
distributed.md
[doc] Updates to distributed.md for XCCL backend (#155834)
2025-07-22 21:01:43 +00:00
distributed.optim.md
Fix #155018 (convert distributed rst to markdown) (#155528)
2025-06-16 20:46:09 +00:00
distributed.pipelining.md
[PP] Add DualPipeV schedule (#159591)
2025-08-14 14:58:35 +00:00
distributed.tensor.md
[DTensor] Make default RNG semantics match user-passed generator (#160482)
2025-08-25 04:21:19 +00:00
distributed.tensor.parallel.md
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distributions.md
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dlpack.md
Convert to markdown: distributed.tensor.parallel.rst, distributed.tensor.rst, distributions.rst, dlpack.rst (#155297)
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docutils.conf
Revert "Revert D21337640: [pytorch][PR] Split up documentation into subpages and clean up some warnings" (#37778)
2020-05-04 14:32:35 -07:00
export.md
[export] Add runnable code to export docs (#158506)
2025-07-17 20:15:22 +00:00
fft.md
Convert to .md: draft_export.rst, export.ir_spec.rst, fft.rst (#155567)
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fsdp.md
Convert rst files to md (#155369)
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func.api.md
Convert rst files to md (#155369)
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func.batch_norm.md
Convert rst files to md (#155369)
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func.md
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func.migrating.md
Convert rst files to md (#155369)
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func.ux_limitations.md
Fix #155022 rst to markdown conversion (#155540)
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func.whirlwind_tour.md
Fix #155022 rst to markdown conversion (#155540)
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future_mod.md
Fix #155022 rst to markdown conversion (#155540)
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futures.md
Fix #155022 rst to markdown conversion (#155540)
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fx.experimental.md
Fix #155022 rst to markdown conversion (#155540)
2025-06-12 00:21:22 +00:00
fx.md
[3/n] Remove references to TorchScript in PyTorch docs (#158315)
2025-07-15 21:14:18 +00:00
hub.md
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index.md
Add placeholder for the User Guide (#159379)
2025-08-13 14:56:04 +00:00
jit_builtin_functions.rst
[4/n] Remove references to TorchScript in PyTorch docs (#158317)
2025-07-16 20:01:34 +00:00
jit_language_reference_v2.md
[1/n] Remove references to TorchScript in PyTorch docs (#158305)
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jit_language_reference.md
[2/n] Remove references to TorchScript in PyTorch docs (#158306)
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jit_python_reference.md
[3/n] Remove references to TorchScript in PyTorch docs (#158315)
2025-07-15 21:14:18 +00:00
jit_unsupported.md
[4/n] Remove references to TorchScript in PyTorch docs (#158317)
2025-07-16 20:01:34 +00:00
jit_utils.md
Convert to markdown: jit_python_reference.rst, jit_unsupported.rst, jit_utils.rst, library.rst (#155404)
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jit.rst
[4/n] Remove references to TorchScript in PyTorch docs (#158317)
2025-07-16 20:01:34 +00:00
library.md
Add utility to get computed kernel in torch.library (#158393)
2025-08-13 21:00:59 +00:00
linalg.md
[Docs] Convert to markdown to fix 155025 (#155789)
2025-06-17 15:08:14 +00:00
logging.md
[Docs] Convert to markdown to fix 155025 (#155789)
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masked.md
[Docs] Convert to markdown to fix 155025 (#155789)
2025-06-17 15:08:14 +00:00
math-quantizer-equation.png
adding quantization.rst file for quantization feature (#27559)
2019-10-09 16:45:09 -07:00
meta.md
[Docs] Convert to markdown to fix 155025 (#155789)
2025-06-17 15:08:14 +00:00
miscellaneous_environment_variables.md
[Docs] Convert to markdown to fix 155025 (#155789)
2025-06-17 15:08:14 +00:00
mobile_optimizer.md
DOC: Convert to markdown: mobile_optimizer.rst, model_zoo.rst, module_tracker.rst, monitor.rst, mps_environment_variables.rst (#155702)
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model_zoo.md
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module_tracker.md
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monitor.md
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mps_environment_variables.md
DOC: Convert to markdown: mobile_optimizer.rst, model_zoo.rst, module_tracker.rst, monitor.rst, mps_environment_variables.rst (#155702)
2025-06-11 22:16:04 +00:00
mps.md
Fix/issue #155027 (#155252)
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mtia.md
Fix/issue #155027 (#155252)
2025-06-08 21:17:31 +00:00
mtia.memory.md
[Re-land][Inductor] Support native Inductor as backend for MTIA (#159211)
2025-07-29 17:03:24 +00:00
multiprocessing.md
Fix/issue #155027 (#155252)
2025-06-08 21:17:31 +00:00
name_inference.md
Fix/issue #155027 (#155252)
2025-06-08 21:17:31 +00:00
named_tensor.md
Convert to markdown: named_tensor.rst, nested.rst, nn.attention.bias.rst, nn.attention.experimental.rst, nn.attention.flex_attention.rst #155028 (#155696)
2025-06-14 03:32:00 +00:00
nested.md
Convert to markdown: named_tensor.rst, nested.rst, nn.attention.bias.rst, nn.attention.experimental.rst, nn.attention.flex_attention.rst #155028 (#155696)
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nn.aliases.md
[BE] Use .md instead of .rst for nn.aliases doc (#158666)
2025-07-25 22:03:55 +00:00
nn.attention.bias.md
Convert to markdown: named_tensor.rst, nested.rst, nn.attention.bias.rst, nn.attention.experimental.rst, nn.attention.flex_attention.rst #155028 (#155696)
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nn.attention.experimental.md
Convert to markdown: named_tensor.rst, nested.rst, nn.attention.bias.rst, nn.attention.experimental.rst, nn.attention.flex_attention.rst #155028 (#155696)
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nn.attention.flex_attention.md
Add kernel options to flex docs (#158875)
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nn.attention.rst
[Flex Attention] Paged Attention (#137164)
2024-10-29 17:05:22 +00:00
nn.functional.rst
Add RMSNorm module (#121364)
2024-03-29 18:05:28 +00:00
nn.init.rst
update nn.init doc to reflect the no_grad (#80882)
2022-07-07 17:19:29 +00:00
nn.rst
[BE] More torch.nn docs coverage test (except for torch.nn.parallel) (#158654)
2025-07-25 22:03:55 +00:00
notes.md
Migrate to new theme (#149331)
2025-04-16 21:35:19 +00:00
onnx_export.md
[ONNX] Remove enable_fake_mode and exporter_legacy (#161222)
2025-08-22 22:15:27 +00:00
onnx_ops.md
[ONNX] Implement Attention-23 (#156431)
2025-06-20 23:54:57 +00:00
onnx_verification.md
[ONNX] Refactor torchscript based exporter (#161323)
2025-09-02 16:10:30 +00:00
onnx.md
[ONNX] Refactor torchscript based exporter (#161323)
2025-09-02 16:10:30 +00:00
optim.aliases.md
Document the rest of the specific optimizer module APIs (#158669)
2025-07-19 07:27:15 +00:00
optim.md
[muon] Introduce Muon optimizer to PyTorch (#160213)
2025-08-24 08:03:04 +00:00
package.md
[3/n] Remove references to TorchScript in PyTorch docs (#158315)
2025-07-15 21:14:18 +00:00
profiler.md
Convert rst to markdown - profiler.rst #155031 (#155559)
2025-06-13 05:02:54 +00:00
pytorch-api.md
Add placeholder for the User Guide (#159379)
2025-08-13 14:56:04 +00:00
quantization-support.md
Convert to markdown: quantization-accuracy-debugging.rst, quantization-backend-configuration.rst, quantization-support.rst, random.rst (#155520)
2025-06-18 18:46:04 +00:00
quantization.rst
Remove the uncessary empty file (#160728)
2025-08-19 10:54:08 +00:00
random.md
Convert to markdown: quantization-accuracy-debugging.rst, quantization-backend-configuration.rst, quantization-support.rst, random.rst (#155520)
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rpc.md
RPC tutorial audit (#157938)
2025-07-10 14:15:37 +00:00
signal.md
Convert rst to md: rpc.rst, signal.rst, size.rst, special.rst (#155430)
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size.md
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sparse.rst
[BE] fix typos in docs/ (#156080)
2025-06-21 02:47:32 +00:00
special.md
Convert rst to md: rpc.rst, signal.rst, size.rst, special.rst (#155430)
2025-06-18 01:27:04 +00:00
storage.rst
Super tiny fix typo (#151212)
2025-04-14 16:47:40 +00:00
tensor_attributes.rst
revamp dtype documentation for 2025 (#156087)
2025-06-27 13:10:23 +00:00
tensor_view.rst
[docs] fix numpy docs reference (#147697)
2025-02-26 01:30:03 +00:00
tensorboard.rst
Cleanup all module references in doc (#73983)
2022-03-10 22:26:29 +00:00
tensors.rst
revamp dtype documentation for 2025 (#156087)
2025-06-27 13:10:23 +00:00
testing.md
Convert to markdown: testing.rst, threading_environment_variables.rst, torch_cuda_memory.rst, torch_environment_variables.rst, torch_nccl_environment_variables.rst (#155523)
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threading_environment_variables.md
Convert to markdown: testing.rst, threading_environment_variables.rst, torch_cuda_memory.rst, torch_environment_variables.rst, torch_nccl_environment_variables.rst (#155523)
2025-06-10 20:38:36 +00:00
torch_cuda_memory.md
Fixes broken memory_viz link in CUDA memory docs (#161426)
2025-09-02 02:06:54 +00:00
torch_environment_variables.md
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torch_nccl_environment_variables.md
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torch.aliases.md
Remove torch.functional entries from the doc ignore list (#158581)
2025-07-25 17:19:01 +00:00
torch.compiler_aot_inductor_debugging_guide.md
[doc] AOTI debugging guide (#160430)
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torch.compiler_aot_inductor_minifier.md
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torch.compiler_aot_inductor.md
[doc] AOTI debugging guide (#160430)
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torch.compiler_api.md
Implement guard collectives (optimized version) (#156562)
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torch.compiler_backward.md
Add AOTDispatcher config to set backward autocast behavior (#156356)
2025-06-27 14:58:58 +00:00
torch.compiler_cudagraph_trees.md
[Graph Partition] add graph partition doc (#159450)
2025-07-30 17:01:10 +00:00
torch.compiler_custom_backends.md
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torch.compiler_dynamic_shapes.md
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torch.compiler_dynamo_deepdive.md
Dynamo Deep Dive Documentation Fix (#158860)
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torch.compiler_dynamo_overview.md
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torch.compiler_fake_tensor.md
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torch.compiler_faq.md
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torch.compiler_fine_grain_apis.md
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torch.compiler_get_started.md
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torch.compiler_inductor_profiling.md
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torch.compiler_inductor_provenance.rst
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torch.compiler_ir.md
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torch.compiler_nn_module.md
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torch.compiler_performance_dashboard.md
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torch.compiler_profiling_torch_compile.md
[Docs] Update PT2 Profiler Torch-Compiled Region Image (#158066)
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torch.compiler_transformations.md
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torch.compiler_troubleshooting_old.md
Add torch compile force disable caches alias (#158072)
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torch.compiler_troubleshooting.md
[doc] AOTI debugging guide (#160430)
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torch.compiler.config.md
[Docs] Convert to markdown: torch.compiler_transformations.rst, torch.compiler.config.rst (#155347)
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torch.compiler.md
[dynamo, docs] programming model dynamo core concepts (#157985)
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torch.overrides.md
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torch.rst
Remove torch.functional entries from the doc ignore list (#158581)
2025-07-25 17:19:01 +00:00
type_info.md
finfo eps doc fix (#160502)
2025-08-14 01:49:35 +00:00
utils.md
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xpu.md
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