a672f6c84e
[inductor] unificate SUBPROCESS_DECODE_ARGS variable in cpp_builder.py ( #132615 )
...
[inductor] unificate SUBPROCESS_DECODE_ARGS variable in cpp_builder.py
Pull Request resolved: https://github.com/pytorch/pytorch/pull/132615
Approved by: https://github.com/jgong5 , https://github.com/desertfire
2024-08-05 16:00:35 +00:00
7f8a384a8f
[inductor] add msvc_cl compiler check ( #132571 )
...
add `msvc_cl` compiler check.
Local test:
<img width="880" alt="image" src="https://github.com/user-attachments/assets/fe4da5e0-dd52-4dbc-831e-c32479e27a29 ">
Pull Request resolved: https://github.com/pytorch/pytorch/pull/132571
Approved by: https://github.com/ezyang
2024-08-04 03:48:25 +00:00
36ec0fdf10
[inductor] check compiler exist on Windows. ( #132533 )
...
Current Windows env, if we are not activate the MSVC env. It will not raise a clear error to compiler:
<img width="904" alt="image" src="https://github.com/user-attachments/assets/725ea608-d181-40b1-8930-42fe2b32643a ">
With this PR, we can help users point to the issue is from compiler.
<img width="1034" alt="image" src="https://github.com/user-attachments/assets/8515a796-e3e9-4909-a68f-8a14d4864951 ">
Pull Request resolved: https://github.com/pytorch/pytorch/pull/132533
Approved by: https://github.com/jansel
2024-08-03 07:47:11 +00:00
475da800c7
[inductor] optimize cflags for Windows. ( #131980 )
...
changes:
1. optimize cflags for Windows. Ref: https://github.com/pytorch/pytorch/blob/v2.4.0/torch/utils/cpp_extension.py#L215
Pull Request resolved: https://github.com/pytorch/pytorch/pull/131980
Approved by: https://github.com/jgong5 , https://github.com/jansel
2024-07-30 02:59:51 +00:00
28fd2e905d
[inductor] enhance cpp_builder lint check. ( #131752 )
...
enhance cpp_builder `mypy` check.
Pull Request resolved: https://github.com/pytorch/pytorch/pull/131752
Approved by: https://github.com/jgong5 , https://github.com/jansel
2024-07-27 02:46:27 +00:00
72d17d95d7
[inductor] Enable dynamo for Windows. RC1 ( #131286 )
...
Changes:
1. Enable Windows in `check_if_inductor_supported`.
2. Disable Windows in `AotCodeCompiler`.
3. Force Windows inductor to `c++20` to support `std::enable_if_t`.
4. Disable `test_x86inductor_quantizer` UT on `Windows` temporary, It still some issue need to be fix: https://github.com/pytorch/pytorch/pull/131308 .
Based on this PR, I have run first model `resnet18` on Windows inductor successful.
<img width="1036" alt="image" src="https://github.com/user-attachments/assets/2642bda1-1845-417a-aaba-39bdf22e65d6 ">
TODO:
1. Upgrade pytorch Windows build to `c++20`.
2. Fix and re-enable `test_x86inductor_quantizer` UT on `Windows`.
Pull Request resolved: https://github.com/pytorch/pytorch/pull/131286
Approved by: https://github.com/jgong5 , https://github.com/jansel
2024-07-24 15:26:55 +00:00
b6d477fd56
[BE][Easy][16/19] enforce style for empty lines in import segments in torch/_i*/ ( #129768 )
...
See https://github.com/pytorch/pytorch/pull/129751#issue-2380881501 . Most changes are auto-generated by linter.
You can review these PRs via:
```bash
git diff --ignore-all-space --ignore-blank-lines HEAD~1
```
Pull Request resolved: https://github.com/pytorch/pytorch/pull/129768
Approved by: https://github.com/jansel
2024-07-20 16:20:58 +00:00
6e7b9ee8a0
[inductor] adapte windows file path ( #130713 )
...
This PR is depends on https://github.com/pytorch/pytorch/pull/130132 can be landed successful.
The detailed log: https://github.com/pytorch/pytorch/issues/124245#issuecomment-2211889758
After the file path was adapted for Windows, the first Windows inductor case was run successful.
```python
import torch
def foo(x, y):
a = torch.sin(x)
b = torch.cos(x)
return a + b
opt_foo1 = torch.compile(foo)
print(opt_foo1(torch.randn(10, 10), torch.randn(10, 10)))
```
Result:
Co-authored-by: Jiong Gong <jiong.gong@intel.com >
Pull Request resolved: https://github.com/pytorch/pytorch/pull/130713
Approved by: https://github.com/jgong5 , https://github.com/jansel , https://github.com/desertfire
2024-07-18 23:19:38 +00:00
41f5d5dcaf
Revert "[inductor] adapte windows file path ( #130713 )"
...
This reverts commit e51e971a8675826e517a78bf2a97f8e2df5f4abd.
Reverted https://github.com/pytorch/pytorch/pull/130713 on behalf of https://github.com/clee2000 due to sorry but I think its still failing, this time on windows CUDA https://github.com/pytorch/pytorch/actions/runs/9971126834/job/27552761451 bb62e9d7c3https://github.com/pytorch/pytorch/pull/130713#issuecomment-2234092078 ))
2024-07-17 19:37:16 +00:00
cbf274d4a7
[aoti] Add packaging solution ( #129895 )
...
In this PR, I added support for packaging the AOTI generated files into a zipfile, and loading it in python.
`compile_so` takes the path to the package, a device, and a desired so_path location, and compiles package into a .so, and saves to the specified location.
`load_package` takes a path to the package and device, calls _extract_so, and then creates a callable to run the compiled model.
The zipfile generated looks like the following:
```
|- version
|- archive_format
|- data
|- aotinductor
|- cbtnafqaqrhvwztv7xudlal4xs6sofxa5oxccyuaqtrt6aozaklx.cubin # AOTI cuda generated cubin files
|- cskkqtna23bty2v3aq7g2q37cxrgufehlkuaaolhlgug5zg6fuwe.cpp # AOTI generated cpp file
|- cskkqtna23bty2v3aq7g2q37cxrgufehlkuaaolhlgug5zg6fuwe_compile_flags # Flags for compiling the .o
|- c6qqtnpgwfi3dv5nb76ai773kt45ezoxfwdmd7q37lvq6fs2tnoi.o # AOTI saved const.o
|- cskkqtna23bty2v3aq7g2q37cxrgufehlkuaaolhlgug5zg6fuwe_linker_flags # Flags for linking the files to form the .so
|- constants
|- constants.pt # Constants saved using torch.save, can be loaded using mmap
```
The workflow is something like:
```
with torch.no_grad():
ep = torch.export.export(
model,
example_inputs,
dynamic_shapes=dynamic_shapes,
strict=False,
)
gm = ep.module()
package_path = torch._inductor.aot_compile(
gm,
example_inputs,
options= {
"aot_inductor.output_path": "my_path.pt2", # or a directory
"aot_inductor.package": True,
}
)
compiled_model = torch._inductor.package.load_package(package_path, device)
return compiled_model
```
I tried turning on loading the weights using mmap by default, but had some trouble with it, so that is just left as a todo
Pull Request resolved: https://github.com/pytorch/pytorch/pull/129895
Approved by: https://github.com/malfet
2024-07-17 13:56:58 +00:00
e51e971a86
[inductor] adapte windows file path ( #130713 )
...
This PR is depends on https://github.com/pytorch/pytorch/pull/130132 can be landed successful.
The detailed log: https://github.com/pytorch/pytorch/issues/124245#issuecomment-2211889758
After the file path was adapted for Windows, the first Windows inductor case was run successful.
```python
import torch
def foo(x, y):
a = torch.sin(x)
b = torch.cos(x)
return a + b
opt_foo1 = torch.compile(foo)
print(opt_foo1(torch.randn(10, 10), torch.randn(10, 10)))
```
Result:
Co-authored-by: Jiong Gong <jiong.gong@intel.com >
Pull Request resolved: https://github.com/pytorch/pytorch/pull/130713
Approved by: https://github.com/jgong5 , https://github.com/jansel , https://github.com/desertfire
2024-07-17 06:36:11 +00:00
5f3c356a56
Revert "[inductor] adapte windows file path ( #130713 )"
...
This reverts commit 69e99172450e40536bf2e6c110183d34a0e283e2.
Reverted https://github.com/pytorch/pytorch/pull/130713 on behalf of https://github.com/clee2000 due to broke functorch\test_eager_transforms.py on windows https://github.com/pytorch/pytorch/actions/runs/9958208725/job/27530132704 69e9917245https://github.com/pytorch/pytorch/pull/130713#issuecomment-2231901793 ))
2024-07-16 22:07:55 +00:00
69e9917245
[inductor] adapte windows file path ( #130713 )
...
This PR is depends on https://github.com/pytorch/pytorch/pull/130132 can be landed successful.
The detailed log: https://github.com/pytorch/pytorch/issues/124245#issuecomment-2211889758
After the file path was adapted for Windows, the first Windows inductor case was run successful.
```python
import torch
def foo(x, y):
a = torch.sin(x)
b = torch.cos(x)
return a + b
opt_foo1 = torch.compile(foo)
print(opt_foo1(torch.randn(10, 10), torch.randn(10, 10)))
```
Result:
Co-authored-by: Jiong Gong <jiong.gong@intel.com >
Pull Request resolved: https://github.com/pytorch/pytorch/pull/130713
Approved by: https://github.com/jgong5 , https://github.com/jansel , https://github.com/desertfire
2024-07-16 13:53:39 +00:00
e235db98c9
[Inductor] Add aot_mode UT to new cpp_builder. ( #130105 )
...
Changes:
1. Add `aot_mode` parameter to `validate_new_cpp_commands` UT.
2. Switch AotCodeCompiler vec isa command gen to new cpp_builder.
Pull Request resolved: https://github.com/pytorch/pytorch/pull/130105
Approved by: https://github.com/jgong5 , https://github.com/jansel
2024-07-09 04:08:35 +00:00
f9bb258892
Revert "[Inductor] Add aot_mode UT to new cpp_builder. ( #130105 )"
...
This reverts commit 21eeedb4554edab22b42bcb2f75f19e85652b72e.
Reverted https://github.com/pytorch/pytorch/pull/130105 on behalf of https://github.com/izaitsevfb due to Breaks 46 tests internally at meta with: OSError: CUDA_HOME environment variable is not set ([comment](https://github.com/pytorch/pytorch/pull/130105#issuecomment-2215392198 ))
2024-07-08 21:40:03 +00:00
5e467604c3
Revert "[inductor] switch AotCodeCompiler to new cpp_builder ( #130127 )"
...
This reverts commit dc5f37193f8d144d3de8525bf64eb1775d91e932.
Reverted https://github.com/pytorch/pytorch/pull/130127 on behalf of https://github.com/izaitsevfb due to Depends on #130105 which has to be reverted ([comment](https://github.com/pytorch/pytorch/pull/130127#issuecomment-2215355259 ))
2024-07-08 21:25:28 +00:00
dc5f37193f
[inductor] switch AotCodeCompiler to new cpp_builder ( #130127 )
...
Changes:
1. Switch `AotCodeCompiler` to new cpp_builder.
Pull Request resolved: https://github.com/pytorch/pytorch/pull/130127
Approved by: https://github.com/jgong5 , https://github.com/jansel
2024-07-06 18:44:13 +00:00
01ec03bac6
[inductor] switch HalideCodeCache to new cpp_builder. ( #130146 )
...
Fixes #ISSUE_NUMBER
Pull Request resolved: https://github.com/pytorch/pytorch/pull/130146
Approved by: https://github.com/jgong5 , https://github.com/jansel
2024-07-06 17:35:17 +00:00
21eeedb455
[Inductor] Add aot_mode UT to new cpp_builder. ( #130105 )
...
Changes:
1. Add `aot_mode` parameter to `validate_new_cpp_commands` UT.
2. Switch AotCodeCompiler vec isa command gen to new cpp_builder.
Pull Request resolved: https://github.com/pytorch/pytorch/pull/130105
Approved by: https://github.com/jgong5 , https://github.com/jansel
2024-07-04 19:08:56 +00:00
2926655761
[inductor] optimize cpp builder configuration code ( #129577 )
...
Changes:
1. Combine choose isa condition dispatch code.
2. Unificate MacOS openmp configuration code.
3. Clean up useless code.
Co-authored-by: Jason Ansel <jansel@jansel.net >
Pull Request resolved: https://github.com/pytorch/pytorch/pull/129577
Approved by: https://github.com/jgong5 , https://github.com/jansel
2024-07-02 14:41:59 +00:00
567dd1a3ca
[inductor] unificate toolchain code. ( #129816 )
...
This PR is the implemention of https://github.com/pytorch/pytorch/issues/124245#issuecomment-2197778902 plan 2, and it is continued PR to https://github.com/pytorch/pytorch/pull/129789
Changes:
1. Unificate cpp builder's toolchain code.
2. Move all build related code to `cpp_builder.py`.
3. Optimize `codecache.py`, `cpp_builder.py` and `cpu_vec_isa.py` import logical follow: https://github.com/pytorch/pytorch/issues/124245#issuecomment-2197778902
Pull Request resolved: https://github.com/pytorch/pytorch/pull/129816
Approved by: https://github.com/jansel
2024-07-02 09:52:06 +00:00
76259ebfdd
[inductor] split cpu vec isa to dedicate file (keep git history) ( #129789 )
...
This PR is the implemention of https://github.com/pytorch/pytorch/issues/124245#issuecomment-2197778902 plan 1
Changes:
1. Duplicate `codecache.py` to `cpu_vec_isa.py` with its `git history`.
<img width="745" alt="image" src="https://github.com/pytorch/pytorch/assets/8433590/106533da-ce80-4825-8271-35ffb3141f92 ">
2. Make `cpu_vec_isa.py` as dedicate file for CPU vec isa. It also good to extend for more archtectures and vec isa.
3. Update code for above changes.
Pull Request resolved: https://github.com/pytorch/pytorch/pull/129789
Approved by: https://github.com/jgong5 , https://github.com/jansel
2024-07-02 05:29:05 +00:00
433b691f98
Revert "[inductor] optimize cpp builder configuration code ( #129577 )"
...
This reverts commit 2e3ff394bf94d3b9cbab0fe8a93a9ea7c9cb4267.
Reverted https://github.com/pytorch/pytorch/pull/129577 on behalf of https://github.com/jeanschmidt due to Breaking internal builds, see D59181128 ([comment](https://github.com/pytorch/pytorch/pull/129577#issuecomment-2200554824 ))
2024-07-01 16:14:06 +00:00
19e17216a2
Revert "[inductor] split cpu vec isa to dedicate file (keep git history) ( #129789 )"
...
This reverts commit 58f346c874a8a982679b4d4f3876602cc05d66d4.
Reverted https://github.com/pytorch/pytorch/pull/129789 on behalf of https://github.com/jeanschmidt due to Need to revert in order to revert https://github.com/pytorch/pytorch/pull/129577 ([comment](https://github.com/pytorch/pytorch/pull/129789#issuecomment-2200545144 ))
2024-07-01 16:08:44 +00:00
b6dc37bb4e
Revert "[inductor] unificate toolchain code. ( #129816 )"
...
This reverts commit 67c9ec2b6d12ffd0e83861dcc16c1cd1a9b74d35.
Reverted https://github.com/pytorch/pytorch/pull/129816 on behalf of https://github.com/jeanschmidt due to Need to revert in order to revert #129577 ([comment](https://github.com/pytorch/pytorch/pull/129816#issuecomment-2200539687 ))
2024-07-01 16:06:22 +00:00
67c9ec2b6d
[inductor] unificate toolchain code. ( #129816 )
...
This PR is the implemention of https://github.com/pytorch/pytorch/issues/124245#issuecomment-2197778902 plan 2, and it is continued PR to https://github.com/pytorch/pytorch/pull/129789
Changes:
1. Unificate cpp builder's toolchain code.
2. Move all build related code to `cpp_builder.py`.
3. Optimize `codecache.py`, `cpp_builder.py` and `cpu_vec_isa.py` import logical follow: https://github.com/pytorch/pytorch/issues/124245#issuecomment-2197778902
Pull Request resolved: https://github.com/pytorch/pytorch/pull/129816
Approved by: https://github.com/jansel
2024-06-29 23:21:13 +00:00
58f346c874
[inductor] split cpu vec isa to dedicate file (keep git history) ( #129789 )
...
This PR is the implemention of https://github.com/pytorch/pytorch/issues/124245#issuecomment-2197778902 plan 1
Changes:
1. Duplicate `codecache.py` to `cpu_vec_isa.py` with its `git history`.
<img width="745" alt="image" src="https://github.com/pytorch/pytorch/assets/8433590/106533da-ce80-4825-8271-35ffb3141f92 ">
2. Make `cpu_vec_isa.py` as dedicate file for CPU vec isa. It also good to extend for more archtectures and vec isa.
3. Update code for above changes.
Pull Request resolved: https://github.com/pytorch/pytorch/pull/129789
Approved by: https://github.com/jgong5 , https://github.com/jansel
2024-06-29 07:19:54 +00:00
2e3ff394bf
[inductor] optimize cpp builder configuration code ( #129577 )
...
Changes:
1. Combine choose isa condition dispatch code.
2. Unificate MacOS openmp configuration code.
3. Clean up useless code.
Co-authored-by: Jason Ansel <jansel@jansel.net >
Pull Request resolved: https://github.com/pytorch/pytorch/pull/129577
Approved by: https://github.com/jgong5 , https://github.com/jansel
2024-06-28 15:08:54 +00:00
bafd68b4fc
[inductor] fix windows python module ext and func export declaration ( #129059 )
...
I have run the first inductor case on Windows base on the exploration code: https://github.com/pytorch/pytorch/pull/128330
Due to some fundamental PR still need pass `fb_code`: https://github.com/pytorch/pytorch/pull/128303
This PR would land some part of exploration code:
1. Fix Windows python module ext type: pyd.
2. Add function export declaration for Windows.
Pull Request resolved: https://github.com/pytorch/pytorch/pull/129059
Approved by: https://github.com/jgong5 , https://github.com/jansel
2024-06-19 17:51:32 +00:00
17abbafdfc
[inductor] Fix some windows cpp builder issue ( #128765 )
...
1. fix some Windows build args.
2. fix c++20 likely issue on Windows, reference: https://github.com/pytorch/pytorch/pull/124997 .
3. remove compiler return value check, different compilers return variant value, let's check exception to catch error.
Pull Request resolved: https://github.com/pytorch/pytorch/pull/128765
Approved by: https://github.com/jgong5 , https://github.com/jansel
2024-06-18 03:25:20 +00:00
b40a033c38
[cpp_extension][inductor] Fix sleef windows depends. ( #128770 )
...
# Issue:
During I'm working on enable inductor on PyTorch Windows, I found the sleef lib dependency issue.
<img width="1011" alt="image" src="https://github.com/pytorch/pytorch/assets/8433590/423bd854-3c5f-468f-9a64-a392d9b514e3 ">
# Analysis:
After we enabled SIMD on PyTorch Windows(https://github.com/pytorch/pytorch/pull/118980 ), the sleef functions are called from VEC headers. It bring the sleef to the dependency.
Here is a different between Windows and Linux OS.
## Linux :
Linux is default export its functions, so libtorch_cpu.so static link to sleef.a, and then It also export sleef's functions.
<img width="647" alt="image" src="https://github.com/pytorch/pytorch/assets/8433590/00ac536c-33fc-4943-a435-25590508840d ">
## Windows:
Windows is by default not export its functions, and have many limitation to export functions, reference: https://github.com/pytorch/pytorch/issues/80604
We can't package sleef functions via torch_cpu.dll like Linux.
# Solution:
Acturally, we also packaged sleef static lib as a part of release. We just need to help user link to sleef.lib, it should be fine.
1. Add sleef to cpp_builder for inductor.
2. Add sleef to cpp_extension for C++ extesion.
Pull Request resolved: https://github.com/pytorch/pytorch/pull/128770
Approved by: https://github.com/jgong5 , https://github.com/jansel
2024-06-17 05:44:34 +00:00
946f554c8f
Flip default value for mypy disallow_untyped_defs [10+1/11] ( #128293 )
...
See #127836 for details.
Pull Request resolved: https://github.com/pytorch/pytorch/pull/128293
Approved by: https://github.com/oulgen
2024-06-10 19:32:44 +00:00
ba81c3c290
[inductor] add cpp builder code. (take 2) ( #125849 )
...
Fully manual rebase the code of PR: https://github.com/pytorch/pytorch/pull/124045
The old PR seems crashed due to too many commits, and too many times rebase. Please reference: https://github.com/pytorch/pytorch/pull/124045#issuecomment-2103744588
-------
It is the first step of RFC https://github.com/pytorch/pytorch/issues/124245 .
Changes:
1. Add cpp builder code, the new cpp_builder support Windows OS.
2. Add CPU ISA checker which is cross OS and exported from backend cpuinfo.
3. Switch compiler ISA checker to new cpp builder.
4. CppCodeCache use the new ISA checker.
5. Add temprary `test_new_cpp_build_logical` UT to help on transfer to new code.
<img width="1853" alt="Image" src="https://github.com/pytorch/pytorch/assets/8433590/ce6519ab-ba92-4204-b1d6-7d15d2ba2cbe ">
Pull Request resolved: https://github.com/pytorch/pytorch/pull/125849
Approved by: https://github.com/jgong5 , https://github.com/desertfire
2024-06-07 20:49:58 +00:00
2e237fcd70
Revert "[inductor] add cpp builder code. ( #124045 )"
...
This reverts commit 469383755fe416eb1c41fa724762ad3eaecdff07.
Reverted https://github.com/pytorch/pytorch/pull/124045 on behalf of https://github.com/clee2000 due to broke inductor/test_codecache and inductor/test_max_autotune 469383755fhttps://github.com/pytorch/pytorch/actions/runs/8996772350/job/24724775182 ([comment](https://github.com/pytorch/pytorch/pull/124045#issuecomment-2100851419 ))
2024-05-08 15:33:20 +00:00
469383755f
[inductor] add cpp builder code. ( #124045 )
...
Previous full PR https://github.com/pytorch/pytorch/pull/115248 is failed to merge due to fb_code is hard to debug.
I also tried to submit them as two pieces, https://github.com/pytorch/pytorch/pull/118514 https://github.com/pytorch/pytorch/pull/118515 . And they have passed PreCI at that time.
Now I tried to split https://github.com/pytorch/pytorch/pull/115248 into smaller piece, and it is the first step of RFC https://github.com/pytorch/pytorch/issues/124245 .
Changes:
1. Add cpp builder code, the new cpp_builder support Windows OS.
2. Add CPU ISA checker which is cross OS and exported from backend cpuinfo.
3. Switch compiler ISA checker to new cpp builder.
4. CppCodeCache use the new ISA checker.
5. Add temprary `test_new_cpp_build_logical` UT to help on transfer to new code.
<img width="1853" alt="Image" src="https://github.com/pytorch/pytorch/assets/8433590/ce6519ab-ba92-4204-b1d6-7d15d2ba2cbe ">
Pull Request resolved: https://github.com/pytorch/pytorch/pull/124045
Approved by: https://github.com/jgong5 , https://github.com/jansel
2024-05-08 05:27:15 +00:00
2f79a18324
Revert "[inductor] add cpp builder code. ( #124045 )"
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This reverts commit 7864d287a1e56685aa754285cc2d3c31ff055f62.
Reverted https://github.com/pytorch/pytorch/pull/124045 on behalf of https://github.com/huydhn due to Sorry for reverting your change, but it is failing trunk jobs 7864d287a1https://github.com/pytorch/pytorch/pull/124045#issuecomment-2099306071 ))
2024-05-07 21:04:49 +00:00
7864d287a1
[inductor] add cpp builder code. ( #124045 )
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Previous full PR https://github.com/pytorch/pytorch/pull/115248 is failed to merge due to fb_code is hard to debug.
I also tried to submit them as two pieces, https://github.com/pytorch/pytorch/pull/118514 https://github.com/pytorch/pytorch/pull/118515 . And they have passed PreCI at that time.
Now I tried to split https://github.com/pytorch/pytorch/pull/115248 into smaller piece, and it is the first step of RFC https://github.com/pytorch/pytorch/issues/124245 .
Changes:
1. Add cpp builder code, the new cpp_builder support Windows OS.
2. Add CPU ISA checker which is cross OS and exported from backend cpuinfo.
3. Switch compiler ISA checker to new cpp builder.
4. CppCodeCache use the new ISA checker.
5. Add temprary `test_new_cpp_build_logical` UT to help on transfer to new code.
<img width="1853" alt="Image" src="https://github.com/pytorch/pytorch/assets/8433590/ce6519ab-ba92-4204-b1d6-7d15d2ba2cbe ">
Pull Request resolved: https://github.com/pytorch/pytorch/pull/124045
Approved by: https://github.com/jgong5 , https://github.com/jansel
2024-05-07 20:07:41 +00:00
