cmake torchao_ops_mps_linear_fp_act_xbit_weight #1304

manuelcandales · 2024-11-18T21:23:37Z

Summary: Move from setup.py to cmake for building custom torchao mps ops

Differential Revision: D66120124

pytorch-bot · 2024-11-18T21:23:40Z

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facebook-github-bot · 2024-11-18T21:24:10Z

This pull request was exported from Phabricator. Differential Revision: D66120124

kimishpatel · 2024-11-18T22:04:11Z

torchao/experimental/ops/mps/CMakeLists.txt

+target_compile_definitions(torchao_ops_mps_linear_fp_act_xbit_weight_aten PRIVATE USE_ATEN=1)
+
+# Enable Metal support
+if (APPLE)


Do we need to gate from specific version of OS? I think we should. both iOS and MacOS

kimishpatel

mostly nits, but one question on file removal

kimishpatel · 2024-11-18T22:05:31Z

torchao/experimental/ops/mps/build.sh

+    -B ${CMAKE_OUT}
+cmake --build  ${CMAKE_OUT} -j 16 --target install --config Release
+
+rm ../../kernels/mps/src/metal_shader_lib.h


wait what is this?

after I am done building and installing, I don't need the generated metal_shader_lib.h anymore.

ok then generated artifacts should be stored in build directory as temporary artifacts or somewhere else. Adding in the repo folder and removing it can leave the repo in dirty state if build fails. Also generally clean

torchao/experimental/ops/mps/build.sh

kimishpatel · 2024-11-18T22:41:17Z

torchao/experimental/ops/mps/build.sh

+
+python ../../kernels/mps/codegen/gen_metal_shader_lib.py
+
+export CMAKE_PREFIX_PATH=$(python -c 'from distutils.sysconfig import get_python_lib; print(get_python_lib())')


why cmake prefix path points to site-packages?

that's where the cmake stuff is. I am working on a conda environment.

what do you mean thats where the cmake stuff is. prefix path is used for looking up packages https://cmake.org/cmake/help/latest/variable/CMAKE_PREFIX_PATH.html and other stuff

kimishpatel · 2024-11-18T22:43:28Z

torchao/experimental/ops/mps/test/test_lowbit.py

+path_libtorchao_ops_mps_aten = os.path.abspath(
+    os.path.join(
+        os.path.dirname(__file__), "../cmake-out/lib/libtorchao_ops_mps_linear_fp_act_xbit_weight_aten.dylib"
+    )
+)
+torch.ops.load_library(path_libtorchao_ops_mps_aten)


If and when we integrate experimental with torchao's pip installation, like pip install . or setup then at that type this lib should be installed in site-packages or some place like that instead of making it available via cmake-out in this way

Put it under try catch and throw error message if not found

kimishpatel

mostly nits, but one question on file removal

facebook-github-bot · 2024-11-19T20:04:52Z

This pull request was exported from Phabricator. Differential Revision: D66120124

Summary: Pull Request resolved: pytorch#1304 Move from setup.py to cmake for building custom torchao mps ops Differential Revision: D66120124

facebook-github-bot · 2024-11-19T20:45:53Z

This pull request was exported from Phabricator. Differential Revision: D66120124

Summary: Pull Request resolved: pytorch#1304 Move from setup.py to cmake for building custom torchao mps ops Differential Revision: D66120124

facebook-github-bot · 2024-11-19T20:52:13Z

This pull request was exported from Phabricator. Differential Revision: D66120124

Summary: Pull Request resolved: pytorch#1304 Move from setup.py to cmake for building custom torchao mps ops Differential Revision: D66120124

facebook-github-bot · 2024-11-20T02:20:17Z

This pull request was exported from Phabricator. Differential Revision: D66120124

Summary: Pull Request resolved: pytorch#1304 Move from setup.py to cmake for building custom torchao mps ops Differential Revision: D66120124

facebook-github-bot · 2024-11-20T02:26:13Z

This pull request was exported from Phabricator. Differential Revision: D66120124

kimishpatel

Stamping for now. Do consider addressing comments before landing

torchao/experimental/ops/mps/build.sh

torchao/experimental/ops/mps/test/test_lowbit.py

torchao/experimental/ops/mps/test/test_quantizer.py

facebook-github-bot · 2024-11-20T21:11:57Z

This pull request was exported from Phabricator. Differential Revision: D66120124

Summary: Pull Request resolved: pytorch#1304 Move from setup.py to cmake for building custom torchao mps ops Differential Revision: D66120124

facebook-github-bot · 2024-11-20T21:18:07Z

This pull request was exported from Phabricator. Differential Revision: D66120124

Summary: Pull Request resolved: pytorch#1304 Move from setup.py to cmake for building custom torchao mps ops Differential Revision: D66120124

facebook-github-bot · 2024-11-21T18:00:30Z

This pull request was exported from Phabricator. Differential Revision: D66120124

facebook-github-bot · 2024-11-21T18:11:24Z

This pull request was exported from Phabricator. Differential Revision: D66120124

Summary: Pull Request resolved: pytorch#1304 Move from setup.py to cmake for building custom torchao mps ops Reviewed By: kimishpatel Differential Revision: D66120124

facebook-github-bot · 2024-11-21T18:24:24Z

This pull request was exported from Phabricator. Differential Revision: D66120124

Differential Revision: D66120124 Pull Request resolved: pytorch#1304

facebook-github-bot added the CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed. label Nov 18, 2024

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manuelcandales added the topic: not user facing Use this tag if you don't want this PR to show up in release notes label Nov 18, 2024

manuelcandales requested a review from kimishpatel November 18, 2024 21:58

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cmake torchao_ops_mps_linear_fp_act_xbit_weight (pytorch#1304)

a388689

Summary: Pull Request resolved: pytorch#1304 Move from setup.py to cmake for building custom torchao mps ops Reviewed By: kimishpatel Differential Revision: D66120124

manuelcandales force-pushed the export-D66120124 branch from 32fc0e7 to a388689 Compare November 21, 2024 18:24

facebook-github-bot merged commit 7489c7d into pytorch:main Nov 21, 2024
19 of 20 checks passed

sunjiweiswift pushed a commit to sunjiweiswift/ao that referenced this pull request Nov 25, 2024

cmake torchao_ops_mps_linear_fp_act_xbit_weight

8acd8e7

Differential Revision: D66120124 Pull Request resolved: pytorch#1304


		python ../../kernels/mps/codegen/gen_metal_shader_lib.py

		export CMAKE_PREFIX_PATH=$(python -c 'from distutils.sysconfig import get_python_lib; print(get_python_lib())')

cmake torchao_ops_mps_linear_fp_act_xbit_weight #1304

cmake torchao_ops_mps_linear_fp_act_xbit_weight #1304

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🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/ao/1304

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