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Jiajun-Ji
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Implements AMX tile operations with system permission handling and comprehensive benchmarking. Includes optimized linalg baseline, AOT compilation chain. Achieves ~2× speedup on Sapphire Rapids 8488C (512×2048×1024 matrices).
FileCheck testing is not supported because AMX tile operations require system-level permissions and AOT compilation; JIT-based testing frameworks like FileCheck cannot initialize AMX state or handle required syscalls.

Implements AMX tile operations with system permission handling and
comprehensive benchmarking. Includes optimized linalg baseline, AOT
compilation chain. Achieves ~2× speedup on Sapphire Rapids 8488C
(512×2048×1024 matrices).
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