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5587 Commits

Author SHA1 Message Date
bobrenjc93
7dabfb07cb [torchfuzz] add support for --stop-at-first-failure flag (#165529) 
Pull Request resolved: https://github.com/pytorch/pytorch/pull/165529
Approved by: https://github.com/pianpwk
ghstack dependencies: #164749
 2025-10-17 02:18:07 +00:00
bobrenjc93
d0add0be43 [torchfuzz] check in some more ignore regexes (#164749) 
Pull Request resolved: https://github.com/pytorch/pytorch/pull/164749
Approved by: https://github.com/pianpwk
 2025-10-17 02:18:07 +00:00
Shangdi Yu
d82527b32a [Windows] Add AOTI cross-compilation CI (#165573) 
Pull Request resolved: https://github.com/pytorch/pytorch/pull/165573
Approved by: https://github.com/malfet
ghstack dependencies: #165560
 2025-10-17 01:05:35 +00:00
Yuanyuan Chen
b2953f5643 [9/N] Apply ruff UP035 rule (#165515) 
This is follow-up of #165214 to continue applying ruff UP035 rule to the code base.

Pull Request resolved: https://github.com/pytorch/pytorch/pull/165515
Approved by: https://github.com/Lucaskabela
 2025-10-17 00:09:51 +00:00
Maggie Moss
d795fb225a [RFC] Add pyrefly to lintrunner (#165179) 
This will add pyrefly to lint runner as a warning only - and allow us to collect feedback about the tool before switching to pyrefly as the main type checker.

References the steps outlined here: : https://github.com/pytorch/pytorch/issues/163283:

test plan:
`lintrunner init`
`lintrunner`
confirm when pyrefly errors are present results look like: https://gist.github.com/maggiemoss/e6cb2d015dd1ded560ae1329098cf33f

Pull Request resolved: https://github.com/pytorch/pytorch/pull/165179
Approved by: https://github.com/ezyang
 2025-10-16 20:07:09 +00:00
Catherine Lee
ffc7552e01 See if we can handle uploading all test data (#165484) 
Fixes #ISSUE_NUMBER

Pull Request resolved: https://github.com/pytorch/pytorch/pull/165484
Approved by: https://github.com/izaitsevfb
 2025-10-15 19:57:41 +00:00
can-gaa-hou
2c600bb665 [torchfuzz] fix some errors when walkthroughing README.md (#165225) 
Pull Request resolved: https://github.com/pytorch/pytorch/pull/165225
Approved by: https://github.com/soulitzer
 2025-10-13 17:17:50 +00:00
Yuanyuan Chen
8de85896e0 Enable ruff rule E721 (#165162) 
`E721` checks for object type comparisons using == and other comparison operators. This is useful because it is recommended to use `is` for type comparisons.

Pull Request resolved: https://github.com/pytorch/pytorch/pull/165162
Approved by: https://github.com/Skylion007
 2025-10-13 01:48:55 +00:00
PyTorch MergeBot
816fb7f48d Revert "Enable ruff rule E721 (#165162)" 
This reverts commit 9e7c19f72b6d0690915c307409c0c0a76b5a3bf0.

Reverted https://github.com/pytorch/pytorch/pull/165162 on behalf of https://github.com/pytorch-auto-revert due to Reverted automatically by pytorch's autorevert, to avoid this behaviour add the tag autorevert: disable ([comment](https://github.com/pytorch/pytorch/pull/165162#issuecomment-3393328271))
 2025-10-11 13:25:40 +00:00
Yuanyuan Chen
9e7c19f72b Enable ruff rule E721 (#165162) 
`E721` checks for object type comparisons using == and other comparison operators. This is useful because it is recommended to use `is` for type comparisons.

Pull Request resolved: https://github.com/pytorch/pytorch/pull/165162
Approved by: https://github.com/Skylion007
 2025-10-11 06:43:53 +00:00
can-gaa-hou
af42256db4 Fix missing brackets (#165138) 
As stated in the title.

Pull Request resolved: https://github.com/pytorch/pytorch/pull/165138
Approved by: https://github.com/Aidyn-A, https://github.com/Skylion007
 2025-10-10 17:23:31 +00:00
Yuanyuan Chen
a029675f6f More ruff SIM fixes (#164695) 
This PR applies ruff `SIM` rules to more files. Most changes are about simplifying `dict.get` because `None` is already the default value.

Pull Request resolved: https://github.com/pytorch/pytorch/pull/164695
Approved by: https://github.com/ezyang
 2025-10-09 03:24:50 +00:00
Mikayla Gawarecki
f37a6523ef Move version.h to torch/headeronly (#164381) 
Differential Revision: [D83685392](https://our.internmc.facebook.com/intern/diff/D83685392)
Pull Request resolved: https://github.com/pytorch/pytorch/pull/164381
Approved by: https://github.com/janeyx99
 2025-10-07 17:47:30 +00:00
bobrenjc93
4bcc05777e [torchfuzz] synthesize inputs for data dependent ops (#164716) 
Pull Request resolved: https://github.com/pytorch/pytorch/pull/164716
Approved by: https://github.com/pianpwk
ghstack dependencies: #164432, #164434, #164514, #164646, #164647, #164649, #164687, #164688, #164693, #164694, #164715
 2025-10-07 05:40:32 +00:00
bobrenjc93
2a6cdba6e5 [torchfuzz] various edge case fixes (#164715) 
Pull Request resolved: https://github.com/pytorch/pytorch/pull/164715
Approved by: https://github.com/pianpwk
ghstack dependencies: #164432, #164434, #164514, #164646, #164647, #164649, #164687, #164688, #164693, #164694
 2025-10-07 05:30:46 +00:00
bobrenjc93
53f6cc7529 [torchfuzz] make ops_fuzzer deterministic (#164694) 
Pull Request resolved: https://github.com/pytorch/pytorch/pull/164694
Approved by: https://github.com/pianpwk
ghstack dependencies: #164432, #164434, #164514, #164646, #164647, #164649, #164687, #164688, #164693
 2025-10-07 05:30:46 +00:00
bobrenjc93
ac901bf79a [torchfuzz] consolidate on a base implementation of args_codegen (#164693) 
Pull Request resolved: https://github.com/pytorch/pytorch/pull/164693
Approved by: https://github.com/pianpwk
ghstack dependencies: #164432, #164434, #164514, #164646, #164647, #164649, #164687, #164688
 2025-10-07 05:20:28 +00:00
bobrenjc93
c965d6dbb2 [torchfuzz] move into experimental dir (#164688) 
Pull Request resolved: https://github.com/pytorch/pytorch/pull/164688
Approved by: https://github.com/pianpwk
ghstack dependencies: #164432, #164434, #164514, #164646, #164647, #164649, #164687
 2025-10-07 05:09:08 +00:00
bobrenjc93
ac08556f67 [torchfuzz] support more unbacked functions (#164687) 
Pull Request resolved: https://github.com/pytorch/pytorch/pull/164687
Approved by: https://github.com/pianpwk
ghstack dependencies: #164432, #164434, #164514, #164646, #164647, #164649
 2025-10-07 05:00:03 +00:00
bobrenjc93
5fe7f29b9e [torchfuzz] add support for operator weights (#164649) 
Pull Request resolved: https://github.com/pytorch/pytorch/pull/164649
Approved by: https://github.com/pianpwk
ghstack dependencies: #164432, #164434, #164514, #164646, #164647
 2025-10-07 05:00:03 +00:00
bobrenjc93
ded099ecbf [torchfuzz] don't use the first gpu in multi process fuzzer (#164647) 
Pull Request resolved: https://github.com/pytorch/pytorch/pull/164647
Approved by: https://github.com/pianpwk
ghstack dependencies: #164432, #164434, #164514, #164646
 2025-10-07 04:59:56 +00:00
bobrenjc93
63fcc3e6c4 [torchfuzz] update README.md (#164646) 
Pull Request resolved: https://github.com/pytorch/pytorch/pull/164646
Approved by: https://github.com/pianpwk
ghstack dependencies: #164432, #164434, #164514
 2025-10-07 04:59:50 +00:00
rraminen
49f7d8d19d [ROCm] Fix test_cuda_synchronize failure on ROCm (#164735) 
This PR skips the hipify step of torch/csrc/jit/ir/ir.h to avoid a build-time error for the JIT cuda namespace.  This fixes two skipped tests in test/jit/test_cuda.py.

Pull Request resolved: https://github.com/pytorch/pytorch/pull/164735
Approved by: https://github.com/jeffdaily

Co-authored-by: Jeff Daily <jeff.daily@amd.com>
 2025-10-07 01:14:24 +00:00
fduwjj
86c789849e [fr] Re-order mismatch check in fr analysis script (#164606) 
In reality we found the current mismatch order does not match the actual error distribution, so we reorder it a bit as following:
1. We do collective type check first
2. Then size check (excluding all2all)
3. dtype check
4. state check

Pull Request resolved: https://github.com/pytorch/pytorch/pull/164606
Approved by: https://github.com/VieEeEw
 2025-10-04 01:16:15 +00:00
bobrenjc93
3db2164341 [torchfuzz] add norm operators (#164514) 
Pull Request resolved: https://github.com/pytorch/pytorch/pull/164514
Approved by: https://github.com/pianpwk
ghstack dependencies: #164432, #164434
 2025-10-03 14:44:19 +00:00
bobrenjc93
5bb8f04d3e [torchfuzz] add nn functional ops (#164434) 
Pull Request resolved: https://github.com/pytorch/pytorch/pull/164434
Approved by: https://github.com/pianpwk
ghstack dependencies: #164432
 2025-10-03 14:44:19 +00:00
bobrenjc93
7617b113ad [torchfuzz] Support EagerVsFullGraphDynamicCompileWithNumericsCheck (#164432) 
Pull Request resolved: https://github.com/pytorch/pytorch/pull/164432
Approved by: https://github.com/pianpwk
 2025-10-03 06:42:20 +00:00
PyTorch MergeBot
c6329524d8 Revert "Add magic TORCH_MAKE_PYBIND_ENUM_FASTER macro (#163527)" 
This reverts commit 50c0550f5a5b1e35885d892081a7d5115d8b4489.

Reverted https://github.com/pytorch/pytorch/pull/163527 on behalf of https://github.com/swolchok due to breaking import torch in debug builds, see #164297 ([comment](https://github.com/pytorch/pytorch/pull/163527#issuecomment-3361919142))
 2025-10-02 15:42:42 +00:00
Xuehai Pan
9697a7ce9e Better path handling for nightly setup tool (#164215) 
Resolves https://github.com/pytorch/pytorch/issues/164010#issuecomment-3349283789, cc @filipviz

Previously, the `checkout` subcommand would reuse the `venv`, while the `pull` subcommand would remove and recreate a fresh new `venv` (without prompting before deleting).

This PR:

- Keep and reuse the existing `venv` by default (both `pull` and `checkout`).
- Add a new `--fresh` option to delete and recreate a fresh new `venv`.
- Prompt the user for confirmation (add a new `--yes` option) before deleting the existing prefix path.

Pull Request resolved: https://github.com/pytorch/pytorch/pull/164215
Approved by: https://github.com/ezyang, https://github.com/malfet
ghstack dependencies: #162324, #164214
 2025-10-02 07:59:17 +00:00
bobrenjc93
39b31a6bfd [torchfuzz] keep track of operator stats (#164334) 
Pull Request resolved: https://github.com/pytorch/pytorch/pull/164334
Approved by: https://github.com/pianpwk
ghstack dependencies: #164034, #164209, #164211, #164210, #164397, #164284
 2025-10-02 03:48:07 +00:00
bobrenjc93
0fbe3f19c7 [torchfuzz] add matmuls (#164284) 
Pull Request resolved: https://github.com/pytorch/pytorch/pull/164284
Approved by: https://github.com/pianpwk
ghstack dependencies: #164034, #164209, #164211, #164210, #164397
 2025-10-02 03:33:10 +00:00
bobrenjc93
144378615a [torchfuzz] make fuzzer deterministic (#164397) 
Pull Request resolved: https://github.com/pytorch/pytorch/pull/164397
Approved by: https://github.com/pianpwk
ghstack dependencies: #164034, #164209, #164211, #164210
 2025-10-02 03:10:30 +00:00
Catherine Lee
e5c0e6b5e3 [testing] Better short job name during upload additional stats (#164287) 
I think we usually we leave the ` / test` in for clarity
Pull Request resolved: https://github.com/pytorch/pytorch/pull/164287
Approved by: https://github.com/atalman, https://github.com/malfet
 2025-10-01 19:56:20 +00:00
Xuehai Pan
17ab99463a [Easy] Add notes for setting up dev venv with specific Python version (#164214) 
Resolves https://github.com/pytorch/pytorch/issues/164010#issuecomment-3340751377

Pull Request resolved: https://github.com/pytorch/pytorch/pull/164214
Approved by: https://github.com/ezyang
ghstack dependencies: #162324
 2025-10-01 08:25:13 +00:00
Xuehai Pan
eca6ac2293 [BE][Easy] update CUDA and ROCm sources in nightly tool (#162324) 
Pull Request resolved: https://github.com/pytorch/pytorch/pull/162324
Approved by: https://github.com/ezyang
 2025-10-01 08:25:13 +00:00
bobrenjc93
10a005e87f [torchfuzz] add layout operators (#164210) 
Pull Request resolved: https://github.com/pytorch/pytorch/pull/164210
Approved by: https://github.com/pianpwk
ghstack dependencies: #164034, #164209, #164211
 2025-10-01 02:33:19 +00:00
bobrenjc93
1f3995cdc8 [torchfuzz] raise if Operator abstract method is not implemented (#164211) 
Pull Request resolved: https://github.com/pytorch/pytorch/pull/164211
Approved by: https://github.com/pianpwk
ghstack dependencies: #164034, #164209
 2025-10-01 02:33:19 +00:00
bobrenjc93
abfcce58a4 [torchfuzz] remove erroneous can_produce check (#164209) 
can_produce is an abstract method that always return false
Pull Request resolved: https://github.com/pytorch/pytorch/pull/164209
Approved by: https://github.com/pianpwk
ghstack dependencies: #164034
 2025-10-01 02:33:19 +00:00
clee2000
96330f490d [testing] Add upload for test status during test stat uploads (#164189) 
Add test status (flaky, success, skipped, failure) upload for easier comparison between test status on two commits

Pull Request resolved: https://github.com/pytorch/pytorch/pull/164189
Approved by: https://github.com/huydhn, https://github.com/malfet

Co-authored-by: Nikita Shulga <2453524+malfet@users.noreply.github.com>
 2025-09-30 15:53:53 +00:00
atalman
edd9e07aff [BE] Remove not existing mnist mirror (#164238) 
Looks like original source is empty now:
http://yann.lecun.com/exdb/mnist/

Pytorch hosted mirror exist. Hence leaving it as only option.
https://ossci-datasets.s3.amazonaws.com/mnist/

Fixes these errors in pytorch/ci:
```
C:\actions-runner\_work\pytorch\pytorch>python tools\download_mnist.py --quiet -d C:\actions-runner\_work\pytorch\pytorch\test\cpp\api\mnist
Downloading http://yann.lecun.com/exdb/mnist/train-images-idx3-ubyte.gz ...
Failed to download (trying next):
HTTP Error 404: Not Found
Downloading https://ossci-datasets.s3.amazonaws.com/mnist/train-images-idx3-ubyte.gz ...
Downloading http://yann.lecun.com/exdb/mnist/train-labels-idx1-ubyte.gz ...
Failed to download (trying next):
HTTP Error 404: Not Found
Downloading https://ossci-datasets.s3.amazonaws.com/mnist/train-labels-idx1-ubyte.gz ...
Downloading http://yann.lecun.com/exdb/mnist/t10k-images-idx3-ubyte.gz ...
Failed to download (trying next):
HTTP Error 404: Not Found
Downloading https://ossci-datasets.s3.amazonaws.com/mnist/t10k-images-idx3-ubyte.gz ...
Downloading http://yann.lecun.com/exdb/mnist/t10k-labels-idx1-ubyte.gz ...
Failed to download (trying next):
HTTP Error 404: Not Found
Downloading https://ossci-datasets.s3.amazonaws.com/mnist/t10k-labels-idx1-ubyte.gz ...
```

Link to workflow with example:
https://github.com/pytorch/pytorch/actions/runs/18109150240/job/51542177282#step:15:2335
Pull Request resolved: https://github.com/pytorch/pytorch/pull/164238
Approved by: https://github.com/jeanschmidt
 2025-09-30 15:15:13 +00:00
bobrenjc93
c39357bab6 [torchfuzz] Make scalar and tensor distribution configurable (#164034) 
Pull Request resolved: https://github.com/pytorch/pytorch/pull/164034
Approved by: https://github.com/pianpwk
 2025-09-30 04:50:54 +00:00
Klaus Zimmermann
50d418f69f Replace setup.py bdist_wheel with python -m build --wheel (#156712) 
Previously we already replaced most use of `python setup.py develop/install`.

This PR also replaces the use of `setup.py bdist_wheel` with the modern `python -m build --wheel` alternative.

Pull Request resolved: https://github.com/pytorch/pytorch/pull/156712
Approved by: https://github.com/atalman
ghstack dependencies: #156711
 2025-09-29 21:51:32 +00:00
Catherine Lee
c332d58184 [testing] upload test stats: Add info to the invoking file summary and some other changes (#164016) 
* Changes some internal logic for grouping so hopefully it's slightly less annoying write code for
* Changes the invoking file summary to just use file, which I think is correct most of the time
* Adds some fields to the file summary, like skips, errors, etc so I can reuse it for file report regression things

Output should be the same, maybe with slightly more fields since I got rid of some of the pops

Pull Request resolved: https://github.com/pytorch/pytorch/pull/164016
Approved by: https://github.com/huydhn
 2025-09-29 21:20:18 +00:00
can-gaa-hou
ad32ed83b3 [Fix] Adding missing f prefixes to formatted strings [3/N] (#164067) 
As stated in the title.

* #164068
* __->__ #164067
* #164066
* #164065

Pull Request resolved: https://github.com/pytorch/pytorch/pull/164067
Approved by: https://github.com/Skylion007
 2025-09-29 04:35:23 +00:00
bobrenjc93
dcb8af7501 [torchfuzz] fix bool propagation (#164003) 
bools can't propogate through the current pointwise ops such as add/mul. once we add more that can, we'll probably want to add an additional subclass that supports pointwise bools, but for now just don't allow it.
Pull Request resolved: https://github.com/pytorch/pytorch/pull/164003
Approved by: https://github.com/pianpwk
ghstack dependencies: #163743, #163812, #163890, #164002
 2025-09-27 04:51:29 +00:00
Eli Uriegas
8a0e8cad5f lint: Only include files in pytorch (#164008) 
We were seeing instances of stdlib files in clang-tidy output so this
just essentially removes them from the things that lintrunner will
report up. Longer term fix here would be to just modify the clang-tidy
configuration in order to do the correct thing here but that requires a
bit more investigation as to why this is only happening in CI and is not
reproduceable locally.

Signed-off-by: Eli Uriegas <eliuriegas@meta.com>
Pull Request resolved: https://github.com/pytorch/pytorch/pull/164008
Approved by: https://github.com/ZainRizvi
 2025-09-27 00:54:07 +00:00
bobrenjc93
3a115da3e6 [torchfuzz] ones over zero (#164002) 
reduces likelihood of divide by zero errors. long term we'll probably want to just fuzz these values entirely

Pull Request resolved: https://github.com/pytorch/pytorch/pull/164002
Approved by: https://github.com/pianpwk
ghstack dependencies: #163743, #163812, #163890
 2025-09-27 00:53:02 +00:00
bobrenjc93
19f16a65b4 [torchfuzz] Add support for fuzz templates (#163890) 
Pull Request resolved: https://github.com/pytorch/pytorch/pull/163890
Approved by: https://github.com/pianpwk
ghstack dependencies: #163743, #163812
 2025-09-26 22:51:45 +00:00
Jeff Daily
f1260c9b9a [ROCm][CI/CD] upgrade nightly wheels to ROCm 7.0 (#163937) 
Pull Request resolved: https://github.com/pytorch/pytorch/pull/163937
Approved by: https://github.com/jeffdaily

Co-authored-by: Jeff Daily <jeff.daily@amd.com>
 2025-09-26 21:42:09 +00:00
Scott Wolchok
50c0550f5a Add magic TORCH_MAKE_PYBIND_ENUM_FASTER macro (#163527) 
See comment on the macro definition. In short, pybind11 3.x
added `py::native_enum`, and also had to add overhead for that new way
to bind enums on the critical path for calling functions that take
regular old `py::enum_`s as arguments (for example, `__eq__`).

Differential Revision: [D82873169](https://our.internmc.facebook.com/intern/diff/D82873169/)

Pull Request resolved: https://github.com/pytorch/pytorch/pull/163527
Approved by: https://github.com/ezyang
 2025-09-26 17:59:22 +00:00