fix[build]: default build from source with -march=native

[feihongxu0824]

No description provided.

[greptile-apps]

Greptile Summary

This PR adds a new ENABLE_NATIVE CMake option (defaulting to ON) that builds with -march=native for optimal performance on the build machine. While this improves performance for local builds from source, it introduces a critical portability issue for PyPI wheel distribution:

• PyPI wheels are built on self-hosted runners with specific CPUs (linux_x64, linux_arm64)
• With -march=native, wheels become optimized for those specific build machines
• Users with different/older CPUs will encounter illegal instruction crashes when using these wheels
• The wheel build workflow (.github/workflows/build_wheel.yml) doesn't override this setting

Required action: Add ENABLE_NATIVE = "OFF" to pyproject.toml under [tool.scikit-build.cmake.define] or modify wheel build workflows to explicitly disable it. The main CI workflow already handles architecture flags correctly (see ENABLE_ZEN3 usage in main.yml).

Confidence Score: 1/5

• This PR introduces a critical issue that will break PyPI wheel distribution for users with different CPUs than the build machines
• The default ENABLE_NATIVE=ON will cause wheels to be built with -march=native on self-hosted runners, making them incompatible with different CPU architectures. This is a breaking change that affects all users installing from PyPI.
• cmake/option.cmake requires immediate attention - the default ENABLE_NATIVE=ON breaks wheel portability

Important Files Changed

Filename	Overview
cmake/option.cmake	Added ENABLE_NATIVE option (default ON) to build with -march=native, which breaks wheel distribution portability

_{Last reviewed commit: e298842}

[greptile-apps]

_{1 file reviewed, 2 comments}

_{Edit Code Review Agent Settings | Greptile}

[greptile-apps]

Defaulting ENABLE_NATIVE to ON breaks PyPI wheel distribution. Wheels built on self-hosted runners (.github/workflows/build_wheel.yml) will use -march=native, making them CPU-specific to the build machine. Users with different CPUs will get illegal instruction errors.

Need to either:

1. Set ENABLE_NATIVE = "OFF" in pyproject.toml under [tool.scikit-build.cmake.define]
2. Or add --config-settings='cmake.define.ENABLE_NATIVE="OFF"' to wheel build workflows

[greptile-apps]

When ENABLE_NATIVE=ON (default), this loop is skipped, meaning explicit architecture options like ENABLE_SKYLAKE=ON are ignored. Users must explicitly set ENABLE_NATIVE=OFF to use specific architectures. Document this priority in the build guide.

_{Note: If this suggestion doesn't match your team's coding style, reply to this and let me know. I'll remember it for next time!}

[egolearner]

LGTM