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vllm-omni/tests/dfx/perf/tests/test_qwen3_omni_async_chunk.json
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[
{
"test_name": "test_qwen3_omni_chunk",
"mark": [
{
"hardware_marks": {
"res": {
"cuda": "H100",
"npu": "A3"
},
"num_cards": 2
}
},
"full_model",
"omni"
],
"server_params": {
"model": "Qwen/Qwen3-Omni-30B-A3B-Instruct",
"extra_cli_args": [
"--async-chunk"
]
},
"benchmark_params": [
{
"dataset_name": "random",
"backend": "openai-chat-omni",
"endpoint": "/v1/chat/completions",
"num_prompts": [
4,
16,
32,
64,
128
],
"max_concurrency": [
1,
4,
8,
16,
32
],
"random_input_len": 2500,
"random_output_len": 900,
"ignore_eos": true,
"percentile-metrics": "ttft,tpot,itl,e2el,audio_rtf,audio_ttfp,audio_duration",
"baseline": {
"H100": {
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96.4061,
140.8147,
271.9025,
362.2916,
507.776
],
"mean_e2el_ms": [
18507.4582,
28365.4956,
31907.9613,
48161.5829,
72630.8601
],
"mean_audio_rtf": [
0.1175,
0.18,
0.2359,
0.3278,
0.6296
]
}
}
},
{
"dataset_name": "random-mm",
"backend": "openai-chat-omni",
"endpoint": "/v1/chat/completions",
"num_prompts": [
10
],
"request_rate": [
0.1
],
"random_input_len": 100,
"random_output_len": 100,
"random_range_ratio": 0.0,
"ignore_eos": true,
"random_mm_base_items_per_request": 1,
"random_mm_num_mm_items_range_ratio": 0.5,
"random_mm_limit_mm_per_prompt": {
"audio": 1
},
"random_mm_bucket_config": {
"(0, 60, 3)": 1.0
},
"percentile-metrics": "ttft,tpot,itl,e2el,audio_rtf,audio_ttfp,audio_duration",
"baseline": {
"H100": {
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354.0951
],
"mean_e2el_ms": [
3952.5615
],
"mean_audio_rtf": [
0.117
]
}
}
},
{
"dataset_name": "random-mm",
"backend": "openai-chat-omni",
"endpoint": "/v1/chat/completions",
"num_prompts": [
40
],
"request_rate": [
0.5
],
"random_input_len": 100,
"random_output_len": 100,
"random_range_ratio": 0.0,
"ignore_eos": true,
"random_mm_base_items_per_request": 2,
"random_mm_num_mm_items_range_ratio": 0.5,
"random_mm_limit_mm_per_prompt": {
"image": 1,
"video": 1
},
"random_mm_bucket_config": {
"(256, 256, 1)": 0.5,
"(720, 1280, 2)": 0.5
},
"percentile-metrics": "ttft,tpot,itl,e2el,audio_rtf,audio_ttfp,audio_duration",
"baseline": {
"H100": {
"mean_ttft_ms": [
259.6317
],
"mean_e2el_ms": [
4253.3009
],
"mean_audio_rtf": [
0.1448
]
}
}
},
{
"dataset_name": "random-mm",
"backend": "openai-chat-omni",
"endpoint": "/v1/chat/completions",
"num_prompts": [
100
],
"request_rate": [
1.0
],
"random_input_len": 100,
"random_output_len": 100,
"random_range_ratio": 0.0,
"ignore_eos": true,
"random_mm_base_items_per_request": 3,
"random_mm_num_mm_items_range_ratio": 0.5,
"random_mm_limit_mm_per_prompt": {
"image": 1,
"video": 1,
"audio": 1
},
"random_mm_bucket_config": {
"(256, 256, 1)": 0.34,
"(720, 1280, 2)": 0.33,
"(0, 60, 3)": 0.33
},
"percentile-metrics": "ttft,tpot,itl,e2el,audio_rtf,audio_ttfp,audio_duration",
"baseline": {
"H100": {
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457.4453
],
"mean_e2el_ms": [
5912.5623
],
"mean_audio_rtf": [
0.1967
]
}
}
},
{
"dataset_name": "random",
"backend": "openai-chat-omni",
"endpoint": "/v1/chat/completions",
"num_prompts": [
4,
16,
32,
64,
128
],
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1,
4,
8,
16,
32
],
"random_input_len": 2500,
"random_output_len": 900,
"ignore_eos": true,
"extra_body": {
"modalities": [
"text"
]
},
"percentile-metrics": "ttft,tpot,itl,e2el",
"baseline": {
"H100": {
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90.8033,
202.1779,
326.5864,
544.8914,
961.3929
],
"mean_e2el_ms": [
4517.3411,
7857.9711,
9861.1687,
13283.3363,
19541.0736
]
}
}
},
{
"dataset_name": "random-mm",
"backend": "openai-chat-omni",
"endpoint": "/v1/chat/completions",
"num_prompts": [
10
],
"request_rate": [
0.1
],
"random_input_len": 100,
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"random_range_ratio": 0.0,
"ignore_eos": true,
"extra_body": {
"modalities": [
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]
},
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"random_mm_limit_mm_per_prompt": {
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},
"random_mm_bucket_config": {
"(0, 60, 3)": 1.0
},
"percentile-metrics": "ttft,tpot,itl,e2el",
"baseline": {
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318.048
],
"mean_e2el_ms": [
807.6114
]
}
}
},
{
"dataset_name": "random-mm",
"backend": "openai-chat-omni",
"endpoint": "/v1/chat/completions",
"num_prompts": [
40
],
"request_rate": [
0.5
],
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"ignore_eos": true,
"extra_body": {
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"text"
]
},
"random_mm_base_items_per_request": 2,
"random_mm_num_mm_items_range_ratio": 0.5,
"random_mm_limit_mm_per_prompt": {
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"video": 1
},
"random_mm_bucket_config": {
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"(720, 1280, 2)": 0.5
},
"percentile-metrics": "ttft,tpot,itl,e2el",
"baseline": {
"H100": {
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186.168
],
"mean_e2el_ms": [
726.1137
]
}
}
},
{
"dataset_name": "random-mm",
"backend": "openai-chat-omni",
"endpoint": "/v1/chat/completions",
"num_prompts": [
100
],
"request_rate": [
1.0
],
"random_input_len": 100,
"random_output_len": 100,
"random_range_ratio": 0.0,
"ignore_eos": true,
"extra_body": {
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"text"
]
},
"random_mm_base_items_per_request": 3,
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"random_mm_limit_mm_per_prompt": {
"image": 1,
"video": 1,
"audio": 1
},
"random_mm_bucket_config": {
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"(0, 60, 3)": 0.33
},
"percentile-metrics": "ttft,tpot,itl,e2el",
"baseline": {
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375.5282
],
"mean_e2el_ms": [
1006.1663
]
}
}
}
]
}
]