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[executorch][native] Pin eager kernels when generating op samples - #24533

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This PR was created by the merge bot to help merge the original PR into the main branch.
ghstack PR number: #24358 by @digantdesai
^ Please use this as the source of truth for the PR details, comments, and reviews
ghstack PR base: https://github.com/pytorch/executorch/tree/gh/digantdesai/185/base
ghstack PR head: https://github.com/pytorch/executorch/tree/gh/digantdesai/185/head
Merge bot PR base: https://github.com/pytorch/executorch/tree/gh/digantdesai/184/orig
Merge bot PR head: https://github.com/pytorch/executorch/tree/gh/digantdesai/185/orig

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Pull Request resolved: #24358

Eager golden outputs differed by an ulp or two between generating hosts, because MKL and oneDNN pick kernels by ISA and MKL splits work by thread count. The `op_samples` genrule and the `native_op_samples` CMake target now pin MKL to its reproducible path, oneDNN and ATen to AVX2, and OpenMP and MKL to one thread. `MKL_NUM_THREADS` is set as well as `OMP_NUM_THREADS` so a host's own value cannot override it.

Authored with Claude Code.

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ghstack-source-id: 463657753
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Differential Revision: [D128254894](https://our.internmc.facebook.com/intern/diff/D128254894/)
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pytorch-bot Bot commented Nov 3, 2026 •

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🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/executorch/24533

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