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Enable autoquant API for CPU #1939

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Summary
In this PR, we enable autoquant API on CPU by reusing the max-autotune benchmark.

TestPlan

python -u -m pytest -s -v test/integration/test_integration.py -k test_autoquant_compile

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pytorch-bot bot commented Mar 24, 2025

🔗 Helpful Links

🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/ao/1939

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@facebook-github-bot 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 Mar 24, 2025
@leslie-fang-intel leslie-fang-intel added the topic: not user facing Use this tag if you don't want this PR to show up in release notes label Mar 24, 2025
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