[CI/Build] Resolve hardware-nested perf baselines per concurrency sweep (#5858)
Signed-off-by: wangyu <410167048@qq.com> Co-authored-by: amy-why-3459 <wuhaiyan17@huawei.com>
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@@ -44,9 +44,11 @@ Pass **`--test-config-file`** to run one JSON file as-is, or omit it for the bul
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"ignore_eos": true,
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"percentile-metrics": "ttft,tpot,itl,e2el,audio_rtf,audio_ttfp,audio_duration",
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"baseline": {
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"mean_ttft_ms": [500, 800],
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"mean_audio_ttfp_ms": [2000, 3500],
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"mean_audio_rtf": [0.25, 0.35]
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"H100": {
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"mean_ttft_ms": [500, 800],
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"mean_audio_ttfp_ms": [2000, 3500],
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"mean_audio_rtf": [0.25, 0.35]
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}
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}
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}
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]
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@@ -142,10 +144,6 @@ pytest -s -v tests/dfx/perf/scripts/run_diffusion_benchmark.py \
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--test-config-file tests/dfx/perf/tests/test_bagel_vllm_omni.json
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pytest -s -v tests/dfx/perf/scripts/run_benchmark.py \
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--test-config-file tests/dfx/perf/tests/test_qwen3_omni_async_chunk.json
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# Optional baseline assertion (default off)
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pytest -sv tests/dfx/perf/scripts/run_diffusion_benchmark.py --assert-baseline \
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--test-config-file tests/dfx/perf/tests/test_qwen_image_vllm_omni.json
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```
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See also [Markers for Tests](#markers-for-tests) for registered hardware markers (`H100`, `L4`, `cuda`, `distributed_cuda`, …).
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@@ -202,4 +200,4 @@ You can add any benchmark running parameters you need here. For all optional par
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| num_prompts | int / array | Yes | 10,[10, 20, 30] | Number of requests. Supports single values or arrays. If a single value is used, it will be automatically expanded to match the number of qps or max_concurrency, e.g., [10,10,10]. If an array is used, its length must match the number of qps or max_concurrency. |
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| request_rate | float / array | No | 0.5, [0.5, 1, inf] | Queries per second. Supports single values or arrays. If a single value is used, it will be automatically expanded to match the number of num_prompts, e.g., [1,1,1]. If an array is used, its length must match the number of num_prompts. |
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| max_concurrency | int / array | No | 1, [1, 2, 3] | Maximum concurrent in-flight requests. Same array / expansion rules as `request_rate` (mutually exclusive with QPS mode). |
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| baseline | object | No | see above | Optional per-metric thresholds; keys must match benchmark output fields. Scalar, list (per sweep step), or object (keyed by concurrency or QPS string).
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| baseline | object | No | see below | Optional thresholds. **Hardware-nested only**: top-level keys must be `[hardware-resource]` pytest markers from `pyproject.toml` (`get_hardware_mark_list()`). Under each hardware key, metric names are free-form; values are scalars or sweep-aligned lists. Example: `{"H100": {"throughput_qps": […], "custom_stage_ms": 1.0}, "A3": {…}}`. Runtime filename aliases (`_RUNTIME_DEVICE_ALIASES`) are separate and do not expand this allowlist. |
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