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# SPDX-License-Identifier: Apache-2.0
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# SPDX-License-Identifier: Apache-2.0
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# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
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# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
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from vllm.entrypoints.cli.benchmark.latency import BenchmarkLatencySubcommand
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from vllm.entrypoints.cli.benchmark.latency import BenchmarkLatencySubcommand
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from vllm.entrypoints.cli.benchmark.multimodal_processor import (
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from vllm.entrypoints.cli.benchmark.mm_processor import (
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BenchmarkMultimodalProcessorSubcommand,
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BenchmarkMMProcessorSubcommand,
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)
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)
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from vllm.entrypoints.cli.benchmark.serve import BenchmarkServingSubcommand
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from vllm.entrypoints.cli.benchmark.serve import BenchmarkServingSubcommand
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from vllm.entrypoints.cli.benchmark.startup import BenchmarkStartupSubcommand
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from vllm.entrypoints.cli.benchmark.startup import BenchmarkStartupSubcommand
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@ -11,7 +11,7 @@ from vllm.entrypoints.cli.benchmark.throughput import BenchmarkThroughputSubcomm
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__all__: list[str] = [
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__all__: list[str] = [
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"BenchmarkLatencySubcommand",
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"BenchmarkLatencySubcommand",
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"BenchmarkMultimodalProcessorSubcommand",
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"BenchmarkMMProcessorSubcommand",
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"BenchmarkServingSubcommand",
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"BenchmarkServingSubcommand",
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"BenchmarkStartupSubcommand",
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"BenchmarkStartupSubcommand",
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"BenchmarkSweepSubcommand",
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"BenchmarkSweepSubcommand",
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@ -6,10 +6,10 @@ from vllm.benchmarks.multimodal_processor import add_cli_args, main
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from vllm.entrypoints.cli.benchmark.base import BenchmarkSubcommandBase
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from vllm.entrypoints.cli.benchmark.base import BenchmarkSubcommandBase
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class BenchmarkMultimodalProcessorSubcommand(BenchmarkSubcommandBase):
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class BenchmarkMMProcessorSubcommand(BenchmarkSubcommandBase):
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"""The `multimodal-processor` subcommand for `vllm bench`."""
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"""The `mm-processor` subcommand for `vllm bench`."""
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name = "multimodal-processor"
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name = "mm-processor"
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help = "Benchmark multimodal processor latency across different configurations."
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help = "Benchmark multimodal processor latency across different configurations."
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@classmethod
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@classmethod
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