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A performance change should improve the measured workload without sacrificing correctness or wasting capacity. Which measurements and bottlenecks should be considered first?
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Benchmark release builds and profile representative workloads. Debug performance is not a reliable estimate of optimized code. Inspect allocation, I/O and synchronization before applying low-level changes, and verify that benchmark inputs cannot be optimized away.
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