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trunk/298a1c806b63a44afe7e5d120f281dda30daf851: flex_gemm: rename the tuned kernel option to autotune (#201088)

What happened

Human Note Change to better name Agent note kernel_options={"tuned": True} becomes kernel_options={"autotune": True} . The option names the action (benchmark candidate configs), matching Inductor's max_autotune vocabulary. FlexGEMM is a prototype, so there is no alias: the existing unknown-option check rejects tuned with a clear error. NVGEMM now follows the same contract as QUACK. Previously NVGEMM always benchmark…

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