Before revision:  On average, AutoPerf exhibits only 3.7 \% profiling overhead and diagnoses more regressions than prior state-of-the-art approaches.
After revision:  On average, AutoPerf exhibits only 3.7 \% profiling overhead and accurately diagnoses more performance bugs than prior state-of-the-art approaches.