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NVCC 13.1 defaults to a PTX version incompatible with the installed driver (580.105.08), causing kernels to silently fail with "provided PTX was compiled with an unsupported toolchain". Use -arch=native so NVCC auto-detects the target GPU (H100, sm_90) at build time. Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>