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vllm-omni/tests/dfx/perf/tests/test_qwen3_omni_async_chunk.json
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2026-05-20 09:15:53 +08:00

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[
{
"test_name": "test_qwen3_omni_chunk",
"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": {
"mean_ttft_ms": [
400,
300,
400,
600,
900
],
"mean_e2el_ms": [
26000,
43000,
52000,
72000,
109000
],
"mean_audio_rtf": [
0.15,
0.30,
0.35,
0.50,
0.75
]
}
},
{
"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": {
"mean_ttft_ms": [
600
],
"mean_e2el_ms": [
6000
],
"mean_audio_rtf": [
0.20
]
}
},
{
"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": {
"mean_ttft_ms": [
300
],
"mean_e2el_ms": [
7000
],
"mean_audio_rtf": [
0.25
]
}
},
{
"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": {
"mean_ttft_ms": [
700
],
"mean_e2el_ms": [
11000
],
"mean_audio_rtf": [
0.35
]
}
},
{
"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,
"extra_body": {
"modalities": [
"text"
]
},
"percentile-metrics": "ttft,tpot,itl,e2el",
"baseline": {
"mean_ttft_ms": [
100,
300,
500,
800,
1500
],
"mean_e2el_ms": [
5000,
8000,
10000,
14000,
20000
]
}
},
{
"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,
"extra_body": {
"modalities": [
"text"
]
},
"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",
"baseline": {
"mean_ttft_ms": [
500
],
"mean_e2el_ms": [
1000
]
}
},
{
"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,
"extra_body": {
"modalities": [
"text"
]
},
"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",
"baseline": {
"mean_ttft_ms": [
200
],
"mean_e2el_ms": [
800
]
}
},
{
"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": {
"modalities": [
"text"
]
},
"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",
"baseline": {
"mean_ttft_ms": [
600
],
"mean_e2el_ms": [
1300
]
}
}
]
}
]