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Adds cx.benchmark() and cx.compare_benchmarks() for measuring real inference latency with warmup, percentiles, and throughput. Includes a 'comprexx bench' CLI command and README/CHANGELOG entries.
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Summary
comprexx.benchmarkmodule withcx.benchmark()andcx.compare_benchmarks()for measuring real inference latency (warmup, mean/median/std, p50/p90/p99, throughput).BenchmarkResultandBenchmarkComparisondataclasses withsummary()/to_json(). Quantized models automatically run on CPU; CUDA sync handled.comprexx benchCLI command.Test plan
tests/unit/test_benchmark.pyruff checkclean