fix: Add tests for the AutoTuner and fix bug in _find_nearest_profile#2617

yzh119 merged 7 commits intoflashinfer-ai:mainflashinfer-ai/flashinfer:mainfrom

danisereb:autotunerdanisereb/flashinfer:autotunerCopy head branch name to clipboard