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[Benchmark] Add --async-engine option to benchmark_throughput.py #19377

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

[Benchmark] Add --async-engine option to benchmark_throughput.py #19377

Run time

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Job Run time
ruff (3.8)
10s
ruff (3.9)
13s
ruff (3.10)
11s
ruff (3.11)
8s
ruff (3.12)
9s
51s