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Author SHA1 Message Date
windsonsea
9944cd0949 Convert to markdown: quantization-accuracy-debugging.rst, quantization-backend-configuration.rst, quantization-support.rst, random.rst (#155520) 
Related to #155032

- ✅  quantization-accuracy-debugging.rst: [Preview](https://docs-preview.pytorch.org/pytorch/pytorch/155520/quantization-accuracy-debugging.html) vs [main](https://docs.pytorch.org/docs/main/quantization-accuracy-debugging.html)
- ✅ quantization-backend-configuration.rst: [Preview](https://docs-preview.pytorch.org/pytorch/pytorch/155520/quantization-backend-configuration.html) vs [main](https://docs.pytorch.org/docs/main/quantization-backend-configuration.html)
- ✅ quantization-support.rst: [Preview](https://docs-preview.pytorch.org/pytorch/pytorch/155520/quantization-support.html) vs [main](https://docs.pytorch.org/docs/main/quantization-support.html)
- ✅ random.rst: [Preview](https://docs-preview.pytorch.org/pytorch/pytorch/155520/random.html) vs [main](https://docs.pytorch.org/docs/main/random.html)

Pull Request resolved: https://github.com/pytorch/pytorch/pull/155520
Approved by: https://github.com/svekars

Co-authored-by: Svetlana Karslioglu <svekars@meta.com>
 2025-06-18 18:46:04 +00:00
nirajkamalk
202d2ae53a Convert rst to md: rpc.rst, signal.rst, size.rst, special.rst (#155430) 
Fixes #155033

- [x] [rpc.rst](https://github.com/pytorch/pytorch/tree/main/docs/source/rpc.rst)
- [x] [signal.rst](https://github.com/pytorch/pytorch/tree/main/docs/source/signal.rst)
- [x] [size.rst](https://github.com/pytorch/pytorch/tree/main/docs/source/size.rst)
- [sparse.rst](https://github.com/pytorch/pytorch/tree/main/docs/source/sparse.rst) fixed in #155438 due to large size.
- [x] [special.rst](https://github.com/pytorch/pytorch/tree/main/docs/source/special.rst)

Pull Request resolved: https://github.com/pytorch/pytorch/pull/155430
Approved by: https://github.com/svekars

Co-authored-by: Svetlana Karslioglu <svekars@meta.com>
 2025-06-18 01:27:04 +00:00
Jane Xu
e8bfce9a43 Document how to use stack-based APIs with StableIValue (#155984) 
Pull Request resolved: https://github.com/pytorch/pytorch/pull/155984
Approved by: https://github.com/albanD, https://github.com/zou3519
 2025-06-18 01:10:23 +00:00
PyTorch MergeBot
fa4f07b5b8 Revert "[Docs] Convert to markdown to fix 155032 (#155520)" 
This reverts commit cd66ff8030.

Reverted https://github.com/pytorch/pytorch/pull/155520 on behalf of https://github.com/atalman due to breaks multiple test_quantization.py::TestQuantizationDocs::test_quantization_ ([comment](https://github.com/pytorch/pytorch/pull/155520#issuecomment-2981996091))
 2025-06-17 22:22:50 +00:00
windsonsea
cd66ff8030 [Docs] Convert to markdown to fix 155032 (#155520) 
Fix #155032

- ✅  quantization-accuracy-debugging.rst: [Preview](https://docs-preview.pytorch.org/pytorch/pytorch/155520/quantization-accuracy-debugging.html) vs [main](https://docs.pytorch.org/docs/main/quantization-accuracy-debugging.html)
- ✅ quantization-backend-configuration.rst: [Preview](https://docs-preview.pytorch.org/pytorch/pytorch/155520/quantization-backend-configuration.html) vs [main](https://docs.pytorch.org/docs/main/quantization-backend-configuration.html)
- ✅ quantization-support.rst: [Preview](https://docs-preview.pytorch.org/pytorch/pytorch/155520/quantization-support.html) vs [main](https://docs.pytorch.org/docs/main/quantization-support.html)
- ✅ quantization.rst: [Preview](https://docs-preview.pytorch.org/pytorch/pytorch/155520/quantization.html) vs [main](https://docs.pytorch.org/docs/main/quantization.html)
- ✅ random.rst: [Preview](https://docs-preview.pytorch.org/pytorch/pytorch/155520/random.html) vs [main](https://docs.pytorch.org/docs/main/random.html)

Pull Request resolved: https://github.com/pytorch/pytorch/pull/155520
Approved by: https://github.com/svekars

Co-authored-by: Svetlana Karslioglu <svekars@meta.com>
 2025-06-17 20:29:45 +00:00
Svetlana Karslioglu
fc5ae12293 Fix issue with right-nav (#156119) 
Enable on page right nav. For autosummary, we need to set `"show_toc_level": 2` so that navigation is enabled. Example:
* Main: https://docs.pytorch.org/docs/main/special.html - right nav (under On this page) is empty.
* Preview: https://docs-preview.pytorch.org/pytorch/pytorch/156119/special.html - right nav (under On this page) has a all the object listed
<img width="1125" alt="Screenshot 2025-06-16 at 2 48 16 PM" src="https://github.com/user-attachments/assets/0790bb72-5997-4542-9847-0a89be4598c0" />
vs
<img width="1030" alt="Screenshot 2025-06-16 at 2 48 55 PM" src="https://github.com/user-attachments/assets/4897c49c-044d-4bea-a8cd-490c90cca2b0" />

Pull Request resolved: https://github.com/pytorch/pytorch/pull/156119
Approved by: https://github.com/albanD
 2025-06-17 18:09:51 +00:00
windsonsea
7fcad0231c [Docs] Convert to markdown to fix 155025 (#155789) 
Related to #155025

Pull Request resolved: https://github.com/pytorch/pytorch/pull/155789
Approved by: https://github.com/svekars
 2025-06-17 15:08:14 +00:00
Wei (Will) Feng
4a8f5e752b [FSDP2] explain user contract for fully_shard (#156070) 
<img width="896" alt="Screenshot 2025-06-16 at 1 36 00 AM" src="https://github.com/user-attachments/assets/7cdea256-2454-49c7-8b32-24549a13134d" />

Pull Request resolved: https://github.com/pytorch/pytorch/pull/156070
Approved by: https://github.com/mori360
 2025-06-17 10:03:19 +00:00
Justin Silver
008345be9d Fix #155018 (convert distributed rst to markdown) (#155528) 
Used [rst2myst tool](https://rst-to-myst.readthedocs.io/en/latest/)

Fixes #155018

Docs comparison (check out the 'new' whenever docs build)

1. distributed.checkpoint ([old](https://docs.pytorch.org/docs/main/distributed.checkpoint.html) vs. [new](https://docs-preview.pytorch.org/pytorch/pytorch/155528/distributed.checkpoint.html))
2. distributed.elastic ([old](https://docs.pytorch.org/docs/main/distributed.elastic.html) vs. [new](https://docs-preview.pytorch.org/pytorch/pytorch/155528/distributed.elastic.html))
3. distributed.fsdp.fully_shard ([old](https://docs.pytorch.org/docs/main/distributed.fsdp.fully_shard.html) vs. [new](https://docs-preview.pytorch.org/pytorch/pytorch/155528/distributed.fsdp.fully_shard.html))
4. distributed.optim ([old](https://docs.pytorch.org/docs/main/distributed.optim.html) vs. [new](https://docs-preview.pytorch.org/pytorch/pytorch/155528/distributed.optim.html))
5. distributed.pipelining ([old](https://docs.pytorch.org/docs/main/distributed.pipelining.html) vs. [new](https://docs-preview.pytorch.org/pytorch/pytorch/155528/distributed.pipelining.html))

Pull Request resolved: https://github.com/pytorch/pytorch/pull/155528
Approved by: https://github.com/wz337, https://github.com/svekars
 2025-06-16 20:46:09 +00:00
Julian De la Barrera Brandner
2dc1627451 [doc] Add documentation for division by zero behavior in autograd (#155987) 
Fixes #128796

This PR adds documentation about the behavior of division by zero operations in PyTorch's autograd system. The documentation explains:

1. How division by zero produces `inf` values following IEEE-754 floating point arithmetic
2. How autograd handles these cases and why masking after division can lead to `nan` gradients
3. Provides concrete examples showing the issue
4. Recommends two solutions:
   - Masking before division
   - Using MaskedTensor (experimental API)

The documentation is added to the autograd notes section, making it easily discoverable for users who encounter this common issue.

This addresses the original issue #128796 which requested better documentation of this behavior to help users avoid common pitfalls when dealing with division by zero in their models.

dditional changes:
- Fixed formatting consistency by replacing curly apostrophes with straight apostrophes in the existing documentation

Pull Request resolved: https://github.com/pytorch/pytorch/pull/155987
Approved by: https://github.com/soulitzer

Co-authored-by: sekyondaMeta <127536312+sekyondaMeta@users.noreply.github.com>
 2025-06-16 19:02:12 +00:00
windsonsea
fbd88ae2b5 Convert to markdown: checkpoint.rst (#156009) 
Related to #155014

Use two commits to have a try.
```bash
 1800  git mv docs/source/checkpoint.rst docs/source/checkpoint.md
 1802  git commit -m "[Docs] Rename checkpoint.rst"
 1803  git push origin ckpoint

# update the markdown file
 1805  git add .
 1806  git commit -m "modify checkpoint.md"
 1807  git push origin ckpoint
```

Pull Request resolved: https://github.com/pytorch/pytorch/pull/156009
Approved by: https://github.com/svekars
 2025-06-16 17:48:23 +00:00
windsonsea
a10024d7de Convert complex_numbers.rst to markdown (#156039) 
Related to #155014

Have a try by following https://github.com/pytorch/pytorch/pull/155899#issuecomment-2974715750

Pull Request resolved: https://github.com/pytorch/pytorch/pull/156039
Approved by: https://github.com/svekars
 2025-06-16 17:24:37 +00:00
Dhia naouali
c620d0b5c7 convert: rst to myst pr2/2 (#155911) 
Fixes #155038
parent [PR](https://github.com/pytorch/pytorch/pull/155375) (made two PRs to pass sanity check)
this PR converts the following three .rst files with the mentioned referenced in each file

- [torch.compiler_faq](https://github.com/pytorch/pytorch/blob/main/docs/source/torch.compiler_faq.rst)
  - torch.compiler_troubleshooting
  - nonsupported_numpy_feats
  - torchdynamo_fine_grain_tracing

- [torch.compiler_fine_grain_apis](https://github.com/pytorch/pytorch/blob/main/docs/source/torch.compiler_fine_grain_apis.rst)
  - None

- [torch.compiler_get_started](https://github.com/pytorch/pytorch/blob/main/docs/source/torch.compiler_get_started.rst)
  - torch.compiler_overview
  - torch.compiler_api
  - torchdynamo_fine_grain_tracing

I made the suggested edits by the maintainers as commented in the parent PR
(used git mv on all files, yet it still appeared as delete-create action)

Pull Request resolved: https://github.com/pytorch/pytorch/pull/155911
Approved by: https://github.com/svekars

Co-authored-by: Svetlana Karslioglu <svekars@meta.com>
 2025-06-16 00:44:44 +00:00
Animesh Jain
54976bca10 [dynamo] Provide helper functions for guard filter hook (#155083) 
Collection of ready-made guard filters. One issue is that they are not composable - `filter1(filter2(guard))`. On the other hand, they are easy to use.

Pull Request resolved: https://github.com/pytorch/pytorch/pull/155083
Approved by: https://github.com/zhxchen17, https://github.com/jansel
 2025-06-15 17:49:36 +00:00
Edgar Romo Montiel
ca3cabd24a Convert to markdown: named_tensor.rst, nested.rst, nn.attention.bias.rst, nn.attention.experimental.rst, nn.attention.flex_attention.rst #155028 (#155696) 
Fixes #155028

This pull request updates the documentation  by transitioning from .rst to .md format. It introduces new Markdown files for the documentation of named_tensor, nested, nn.attention.bias, nn.attention.experimental, and nn.attention.flex_attention

Pull Request resolved: https://github.com/pytorch/pytorch/pull/155696
Approved by: https://github.com/svekars

Co-authored-by: Svetlana Karslioglu <svekars@meta.com>
 2025-06-14 03:32:00 +00:00
dggaytan
3003c681ef Converting .rst files to .md files (#155377) 
Fixes #155036
This pull request updates the documentation for several modules by transitioning from .rst to .md format, improving readability and usability. It introduces new Markdown files for the documentation of torch.ao.ns._numeric_suite, torch.ao.ns._numeric_suite_fx, AOTInductor, AOTInductor Minifier, and the torch.compiler API

Pull Request resolved: https://github.com/pytorch/pytorch/pull/155377
Approved by: https://github.com/svekars

Co-authored-by: Svetlana Karslioglu <svekars@meta.com>
 2025-06-13 22:54:27 +00:00
ggsmith842
799443605b Convert to markdown: distributed.tensor.parallel.rst, distributed.tensor.rst, distributions.rst, dlpack.rst (#155297) 
Fixes #155019

## Description
Convert to markdown: distributed.tensor.parallel.rst, distributed.tensor.rst, distributions.rst, dlpack.rst

## Checklist
- [X] dlpack.rst converted to dlpack.md --> [Preview](https://docs-preview.pytorch.org/pytorch/pytorch/155297/dlpack.html)
- [X] distributions.rst converted to distributions.md --> [Preview](https://docs-preview.pytorch.org/pytorch/pytorch/155297/distributions.html)
- [X] distributed.tensor.rst converted to distributed.tensor.md --> [Preview](https://docs-preview.pytorch.org/pytorch/pytorch/155297/distributed.tensor.html)
- [X] distributed.tensor.parallel.rst converted to distributed.tensor.parallel.md --> [Preview](https://docs-preview.pytorch.org/pytorch/pytorch/155297/distributed.tensor.parallel.html)

Pull Request resolved: https://github.com/pytorch/pytorch/pull/155297
Approved by: https://github.com/svekars

Co-authored-by: Svetlana Karslioglu <svekars@meta.com>
 2025-06-13 22:08:37 +00:00
Runtian (Rachel) Li
049dc48d1e fix code chunk indentation for jit_language_reference_v2.md (#155937) 
Fixes https://github.com/pytorch/pytorch/issues/155023
Related PR: #155781

Description:
As discussed, this PR is a follow-up update for `jit_language_reference_v2.md` by deleting the code chunk indentation.

Checklist:

- [x]  The issue being fixed is referenced above (Fixes https://github.com/pytorch/pytorch/issues/155023)
- [x]  Only one issue is addressed in this pull request
- [x]  Labels from the issue that this PR is fixing are added to this pull request
- [x]  No unnecessary issues are included into this pull request.

@pytorchbot label "topic: docs"
@pytorchbot label "topic: not user facing"
@pytorchbot label docathon-h1-2025
@pytorchbot label "module: docs"

Pull Request resolved: https://github.com/pytorch/pytorch/pull/155937
Approved by: https://github.com/jingsh, https://github.com/svekars
 2025-06-13 21:05:23 +00:00
GdoongMathew
731351bb4a Convert rst to markdown - optim.rst #155031 (#155813) 
Fixes #155031
![image](https://github.com/user-attachments/assets/36507ca1-eb1e-4358-9e66-ce25ec8a2be1)

@pytorchbot label "docathon-h1-2025" "module: docs" "topic: not user facing" "topic: docs"

Pull Request resolved: https://github.com/pytorch/pytorch/pull/155813
Approved by: https://github.com/AlannaBurke
 2025-06-13 21:03:39 +00:00
windsonsea
7d1b3f599d [Docs] Convert to markdown cond.rst, config_mod.rst (#155653) 
Related to #155014

Only included 2 files in this PR:

- cond.rst
- config_mod.rst

Pull Request resolved: https://github.com/pytorch/pytorch/pull/155653
Approved by: https://github.com/svekars
 2025-06-13 20:58:57 +00:00
Justin Silver
f3e6c8e834 Fix #155016 for Docathon - convert rst to markdown (#155198) 
Used [rst2myst tool](https://rst-to-myst.readthedocs.io/en/latest/)

One note is that "Created On" and "Last Updated On" banner doesn't show in the markdown files... I'm not sure if that's just an artifact of my local build though.

Fixes #155016

Docs comparison (check out the 'new' whenever docs build)

1. cuda ([old](https://docs.pytorch.org/docs/main/cuda.html) vs. [new](https://docs-preview.pytorch.org/pytorch/pytorch/155198/cuda.html))
2. cuda.tunable ([old](https://docs.pytorch.org/docs/main/cuda.tunable.html) vs. [new](https://docs-preview.pytorch.org/pytorch/pytorch/155198/cuda.tunable.html))
3. leave cudnn_persistent_rnn.rst as is because it's reused in docstrings
4. cudnn_rnn_determinism.rst as is because it's reused in docstrings.
5. data ([old](https://docs.pytorch.org/docs/main/data.html) vs. [new](https://docs-preview.pytorch.org/pytorch/pytorch/155198/data.html))

Pull Request resolved: https://github.com/pytorch/pytorch/pull/155198
Approved by: https://github.com/albanD, https://github.com/svekars
 2025-06-13 20:24:34 +00:00
Ankita George
bf798a2f01 Change _hfstorage to hfstorage (#155837) 
Summary: Change HF classes to not have an underscore, there-by making them public, we will add documentation to them following this

Test Plan:
ensure existing tests pass

Rollback Plan:

Differential Revision: D76364024

Pull Request resolved: https://github.com/pytorch/pytorch/pull/155837
Approved by: https://github.com/saumishr
 2025-06-13 20:19:51 +00:00
Dhia-naouali
c5d00e150a convert: rst to myst pr 1/2 (#155840) 
Fixes #155038
parent [PR](https://github.com/pytorch/pytorch/pull/155375) (made two PRs to pass sanity check)
this PR converts the following two .rst files
- [torch.compiler_dynamo_overview](https://github.com/pytorch/pytorch/blob/main/docs/source/torch.compiler_dynamo_overview.rst)
- [torch.compiler_fake_tensor](https://github.com/pytorch/pytorch/blob/main/docs/source/torch.compiler_fake_tensor.rst)

Pull Request resolved: https://github.com/pytorch/pytorch/pull/155840
Approved by: https://github.com/sekyondaMeta
 2025-06-13 18:02:28 +00:00
Runtian (Rachel) Li
093aaccae2 convert jit_language_reference_v2.rst to jit_language_reference_v2.md (#155781) 
Fixes https://github.com/pytorch/pytorch/issues/155023

Description:
converted `jit_language_reference_v2.rst` to `jit_language_reference_v2.md`
**I indented the code blocks to minimize the file difference to pass the sanity check for no more than 2000 lines of change. I will submit another PR to fix the indentation after this PR is merged.**

Checklist:

- [x]  The issue being fixed is referenced above (Fixes https://github.com/pytorch/pytorch/issues/155023)
- [x]  Only one issue is addressed in this pull request
- [x]  Labels from the issue that this PR is fixing are added to this pull request
- [x]  No unnecessary issues are included into this pull request.

@pytorchbot label "topic: docs"
@pytorchbot label "topic: not user facing"
@pytorchbot label docathon-h1-2025
@pytorchbot label module: docs

Pull Request resolved: https://github.com/pytorch/pytorch/pull/155781
Approved by: https://github.com/svekars
 2025-06-13 17:33:10 +00:00
ZhaoqiongZ
3d595fd559 update get start xpu (#151886) 
update link and product name
add print to print ```torch.xpu.is_available()``` result in code snippet for user not using command python
Pull Request resolved: https://github.com/pytorch/pytorch/pull/151886
Approved by: https://github.com/guangyey, https://github.com/AlannaBurke

Co-authored-by: Yu, Guangye <106960996+guangyey@users.noreply.github.com>
 2025-06-13 07:46:13 +00:00
Justin Silver
70bb34929a Convert to .md: draft_export.rst, export.ir_spec.rst, fft.rst (#155567) 
Used [rst2myst tool](https://rst-to-myst.readthedocs.io/en/latest/)

Fixes #155020. This PR is split into 3 to pass sanity check.

Docs comparison (check out the 'new' whenever docs build)

1. draft_export ([old](https://docs.pytorch.org/docs/main/draft_export.html) vs. [new](https://docs-preview.pytorch.org/pytorch/pytorch/155567/draft_export.html))
2. export.ir_spec ([old](https://docs.pytorch.org/docs/main/export.ir_spec.html) vs. [new](https://docs-preview.pytorch.org/pytorch/pytorch/155567/export.ir_spec.html))
3. fft ([old](https://docs.pytorch.org/docs/main/fft.html) vs. [new](https://docs-preview.pytorch.org/pytorch/pytorch/155567/fft.html))

Pull Request resolved: https://github.com/pytorch/pytorch/pull/155567
Approved by: https://github.com/svekars
 2025-06-13 05:19:43 +00:00
GdoongMathew
2ba930d4ce Convert rst to markdown - profiler.rst #155031 (#155559) 
Fixes https://github.com/pytorch/pytorch/issues/155031

* [profiler.rst](https://github.com/pytorch/pytorch/tree/main/docs/source/profiler.rst)

Pull Request resolved: https://github.com/pytorch/pytorch/pull/155559
Approved by: https://github.com/svekars
 2025-06-13 05:02:54 +00:00
Runtian (Rachel) Li
e8b3dfa7c0 convert jit_language_reference.rst to jit_language_reference.md (#155633) 
Part of changes https://github.com/pytorch/pytorch/issues/155023 (parent PR https://github.com/pytorch/pytorch/pull/155429)

- converted jit_language_reference.rst to jit_language_reference.md

@pytorchbot label "topic: docs"
@pytorchbot label "topic: not user facing"
@pytorchbot label docathon-h1-2025
@pytorchbot label module: docs

Pull Request resolved: https://github.com/pytorch/pytorch/pull/155633
Approved by: https://github.com/svekars

Co-authored-by: Svetlana Karslioglu <svekars@meta.com>
 2025-06-13 04:58:28 +00:00
Runtian (Rachel) Li
3f65e38b73 Convert hub.rst to hub.md (#155483) 
Part of changes https://github.com/pytorch/pytorch/issues/155023 (parent PR https://github.com/pytorch/pytorch/pull/155429)

@pytorchbot label "topic: docs"
@pytorchbot label "topic: not user facing"
@pytorchbot label docathon-h1-2025
@pytorchbot label module: docs

Pull Request resolved: https://github.com/pytorch/pytorch/pull/155483
Approved by: https://github.com/svekars
 2025-06-13 04:39:55 +00:00
Justin Silver
e085012335 Fix #155020 - rst2markdown for export.rst (split PR) (#155753) 
Used [rst2myst tool](https://rst-to-myst.readthedocs.io/en/latest/)

Fixes #155020. This PR is split into 3 to pass sanity check. This is the 3rd one.

Docs comparison (check out the 'new' whenever docs build)

1. export ([old](https://docs.pytorch.org/docs/main/export.html) vs. [new](https://docs-preview.pytorch.org/pytorch/pytorch/155567/export.html))

Pull Request resolved: https://github.com/pytorch/pytorch/pull/155753
Approved by: https://github.com/sekyondaMeta
 2025-06-12 19:30:52 +00:00
Grant Smith
7986c0dba6 rename distributed.rst to md (#155767) 
Fixes #155019

For sanity checks, split PR to have this one only include distributed.rst -> distributed.md

Preview -> [distributed.md](https://docs-preview.pytorch.org/pytorch/pytorch/155767/distributed.html)

Pull Request resolved: https://github.com/pytorch/pytorch/pull/155767
Approved by: https://github.com/sekyondaMeta
 2025-06-12 18:42:15 +00:00
Runtian (Rachel) Li
9df2e8020f fix code indentation for fx.md (#155764) 
Fixes https://github.com/pytorch/pytorch/issues/155023
Related PR: #155482

Description:
As discussed here https://github.com/pytorch/pytorch/pull/155482#pullrequestreview-2918032289, I removed indentation for python code blocks as a follow-up modification for fx.md

Checklist:

- [x] The issue being fixed is referenced above (Fixes https://github.com/pytorch/pytorch/issues/155023)
- [x] Only one issue is addressed in this pull request
- [x] Labels from the issue that this PR is fixing are added to this pull request
- [x] No unnecessary issues are included into this pull request.

@pytorchbot label "topic: docs"
@pytorchbot label "topic: not user facing"
@pytorchbot label docathon-h1-2025
@pytorchbot label module: docs

Pull Request resolved: https://github.com/pytorch/pytorch/pull/155764
Approved by: https://github.com/svekars
 2025-06-12 16:02:33 +00:00
Kazuaki Ishizaki
b00b641ff1 [Docs] Convert to markdown: accelerator.rst, amp.rst, autograd.rst, backends.rst, benchmark_utils.rst (#155762) 
Fixes #155013

Pull Request resolved: https://github.com/pytorch/pytorch/pull/155762
Approved by: https://github.com/svekars
 2025-06-12 02:55:06 +00:00
Justin Silver
cf9878d7a2 Fix #155022 rst to markdown conversion (#155540) 
Used [rst2myst tool](https://rst-to-myst.readthedocs.io/en/latest/)

Fixes #155022

Docs comparison (check out the 'new' whenever docs build)

1. func.ux_limitations ([old](https://docs.pytorch.org/docs/main/func.ux_limitations.html) vs. [new](https://docs-preview.pytorch.org/pytorch/pytorch/155540/func.ux_limitations.html))
2. func.whirlwind_tour ([old](https://docs.pytorch.org/docs/main/func.whirlwind_tour.html) vs. [new](https://docs-preview.pytorch.org/pytorch/pytorch/155540/func.whirlwind_tour.html))
3. future_mod ([old](https://docs.pytorch.org/docs/main/future_mod.html) vs. [new](https://docs-preview.pytorch.org/pytorch/pytorch/155540/future_mod.html))
4. futures ([old](https://docs.pytorch.org/docs/main/futures.html) vs. [new](https://docs-preview.pytorch.org/pytorch/pytorch/155540/futures.html))
5. fx.experimental ([old](https://docs.pytorch.org/docs/main/fx.experimental.html) vs. [new](https://docs-preview.pytorch.org/pytorch/pytorch/155540/fx.experimental.html))

Pull Request resolved: https://github.com/pytorch/pytorch/pull/155540
Approved by: https://github.com/AlannaBurke, https://github.com/svekars
 2025-06-12 00:21:22 +00:00
jafraustro
1b032384b1 Convert rst files to md (#155369) 
Fixes #155021
Fixes #155158

Pull Request resolved: https://github.com/pytorch/pytorch/pull/155369
Approved by: https://github.com/svekars, https://github.com/malfet
 2025-06-11 23:00:52 +00:00
loganthomas
458cc7213b DOC: Convert to markdown: mobile_optimizer.rst, model_zoo.rst, module_tracker.rst, monitor.rst, mps_environment_variables.rst (#155702) 
Fixes #155026

Pull Request resolved: https://github.com/pytorch/pytorch/pull/155702
Approved by: https://github.com/sekyondaMeta, https://github.com/svekars

Co-authored-by: Svetlana Karslioglu <svekars@meta.com>
 2025-06-11 22:16:04 +00:00
Justin Silver
b7a73a2cdb Convert to markdown: export.programming_model.rst (#155659) 
Converts only export.programming_model.rst to markdown

Used [rst2myst tool](https://rst-to-myst.readthedocs.io/en/latest/)

Fixes #155020, but split into a second PR to pass sanity check

Docs comparison (check out the 'new' whenever docs build)

1. export.programming_model ([old](https://docs.pytorch.org/docs/main/export.programming_model.html) vs. [new](https://docs-preview.pytorch.org/pytorch/pytorch/155659/export.programming_model.html))

Pull Request resolved: https://github.com/pytorch/pytorch/pull/155659
Approved by: https://github.com/sekyondaMeta
 2025-06-11 20:23:46 +00:00
Kazuaki Ishizaki
2002e3a311 [Docs] Convert to markdown: torch.compiler_transformations.rst, torch.compiler.config.rst (#155347) 
Part of changes #155040 (parent PR #155120)

Pull Request resolved: https://github.com/pytorch/pytorch/pull/155347
Approved by: https://github.com/svekars
 2025-06-11 18:55:30 +00:00
Runtian (Rachel) Li
925fbfca27 Convert fx.rst to fx.md (#155482) 
Part of changes #155023 (parent PR #155429)

@pytorchbot label "topic: docs"
@pytorchbot label "topic: not user facing"
@pytorchbot label docathon-h1-2025
@pytorchbot label module: docs

Pull Request resolved: https://github.com/pytorch/pytorch/pull/155482
Approved by: https://github.com/svekars

Co-authored-by: Svetlana Karslioglu <svekars@meta.com>
 2025-06-11 18:46:35 +00:00
GdoongMathew
14f3639e09 Convert to .md: onnx_verification.rst, onnx.rst, package.rst, (#155556) 
Fixes https://github.com/pytorch/pytorch/issues/155031

* [onnx_verification.rst](https://github.com/pytorch/pytorch/tree/main/docs/source/onnx_verification.rst)
* [onnx.rst](https://github.com/pytorch/pytorch/tree/main/docs/source/onnx.rst)

* [package.rst](https://github.com/pytorch/pytorch/tree/main/docs/source/package.rst)

Pull Request resolved: https://github.com/pytorch/pytorch/pull/155556
Approved by: https://github.com/AlannaBurke, https://github.com/sekyondaMeta
 2025-06-10 21:40:40 +00:00
nirajkamalk
ae0f1f8984 Convert to markdown onnx rst (#155228) 
Fixes #155030

Converts the following files to MyST markdown and ensure that the doc tests are green:

- [x] [onnx_dynamo_onnxruntime_backend.rst](https://github.com/pytorch/pytorch/tree/main/docs/source/onnx_dynamo_onnxruntime_backend.rst)
- [x] [onnx_dynamo.rst](https://github.com/pytorch/pytorch/tree/main/docs/source/onnx_dynamo.rst)
- [x] [onnx_ops.rst](https://github.com/pytorch/pytorch/tree/main/docs/source/onnx_ops.rst)
- [onnx_torchscript_supported_aten_ops.rst](https://github.com/pytorch/pytorch/tree/main/docs/source/onnx_torchscript_supported_aten_ops.rst) - not changed as it is autogenerated
- [onnx_torchscript.rst](https://github.com/pytorch/pytorch/tree/main/docs/source/onnx_torchscript.rst) - fixed in #155390

Pull Request resolved: https://github.com/pytorch/pytorch/pull/155228
Approved by: https://github.com/svekars

Co-authored-by: Svetlana Karslioglu <svekars@meta.com>
 2025-06-10 21:33:07 +00:00
Alberto A. Gallegos
8a396c5635 DOC: Convert to markdown: torch.compiler_best_practices_for_backends.rst, torch.compiler_cudagraph_trees.rst, torch.compiler_custom_backends.rst, torch.compiler_dynamic_shapes.rst, torch.compiler_dynamo_deepdive.rst (#155137) 
Fixes #155037

[torch.compiler_best_practices_for_backends.rst](https://github.com/pytorch/pytorch/tree/main/docs/source/torch.compiler_best_practices_for_backends.rst) shows error 404

cc  @svekars @sekyondaMeta @AlannaBurke
Pull Request resolved: https://github.com/pytorch/pytorch/pull/155137
Approved by: https://github.com/svekars

Co-authored-by: Svetlana Karslioglu <svekars@meta.com>
 2025-06-10 20:51:05 +00:00
jafraustro
01b8f5e685 Convert to markdown: testing.rst, threading_environment_variables.rst, torch_cuda_memory.rst, torch_environment_variables.rst, torch_nccl_environment_variables.rst (#155523) 
Fixes #155035

Pull Request resolved: https://github.com/pytorch/pytorch/pull/155523
Approved by: https://github.com/AlannaBurke, https://github.com/svekars
 2025-06-10 20:38:36 +00:00
Kazuaki Ishizaki
08d15d3ec1 [Docs] Convert to markdown: torch.compiler_troubleshooting.rst (#155514) 
Part of changes #155040 (parent PR #155120)

Follow-up of #155351. I split the changes of `torch.compiler_troubleshooting.rst ` into #155351 and this PR due to the 2000-line limit in one PR.

Pull Request resolved: https://github.com/pytorch/pytorch/pull/155514
Approved by: https://github.com/svekars
 2025-06-10 15:41:31 +00:00
Vivek Nayak
75f258dd1f Fix spelling mistake (#155495) 
Summary: Change "primtivies" to "primitives".

Test Plan:
n/a

Rollback Plan:

Differential Revision: D76229938

Pull Request resolved: https://github.com/pytorch/pytorch/pull/155495
Approved by: https://github.com/angelayi, https://github.com/cyyever
 2025-06-10 09:06:58 +00:00
Sahdev Zala
f34335bf33 Convert compiler rst files to markdown (#155335) 
Convert following compiler rst files to md file.
torch.compiler_inductor_profiling.rst
torch.compiler_ir.rst
torch.compiler_nn_module.rst
torch.compiler_performance_dashboard.rst
torch.compiler_profiling_torch_compile.rst

Fixes #155039

Pull Request resolved: https://github.com/pytorch/pytorch/pull/155335
Approved by: https://github.com/svekars

Co-authored-by: Svetlana Karslioglu <svekars@meta.com>
 2025-06-10 01:12:11 +00:00
Kazuaki Ishizaki
5df3bf13ec [Docs] Convert to markdown: torch.compiler_troubleshooting.rst (#155351) 
Part of changes #155040 (parent PR #155120)

Pull Request resolved: https://github.com/pytorch/pytorch/pull/155351
Approved by: https://github.com/svekars

Co-authored-by: Svetlana Karslioglu <svekars@meta.com>
 2025-06-09 23:18:31 +00:00
Qasim Khan
82e6475d92 Add doc for missing functions for torch.special module (#155074) 
Fixes #132178

Added all the missing functions that had a docstring but were not present in the documentation

Pull Request resolved: https://github.com/pytorch/pytorch/pull/155074
Approved by: https://github.com/albanD
 2025-06-09 22:28:26 +00:00
Parag Ekbote
2908c10259 Document the default garbage_collection_threshold value and improve the organization of cuda docs (#155341) 
Fixes #150917

As mentioned in the issue, I've updated the documentation of `garbage_collection_threshold`and improved the organization.

Could you please review?

Pull Request resolved: https://github.com/pytorch/pytorch/pull/155341
Approved by: https://github.com/AlannaBurke, https://github.com/ngimel
 2025-06-08 22:09:35 +00:00
Abhinav Tharamel
d41f62b7a0 Fix/issue #155027 (#155252) 
Fixes #155027
Converted RST files to Markdown

Pull Request resolved: https://github.com/pytorch/pytorch/pull/155252
Approved by: https://github.com/svekars

Co-authored-by: Svetlana Karslioglu <svekars@meta.com>
 2025-06-08 21:17:31 +00:00