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[Benchmark] Add --async-engine option to benchmark_throughput.py #20964

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[Benchmark] Add --async-engine option to benchmark_throughput.py

[Benchmark] Add --async-engine option to benchmark_throughput.py #20964

Run time

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Job Run time
yapf (3.8)
1m 49s
yapf (3.9)
1m 40s
yapf (3.10)
1m 38s
yapf (3.11)
1m 7s
yapf (3.12)
1m 10s
7m 24s