make eval script also handle performance measurement #3473
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🔗 Helpful Links🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/ao/3473
Note: Links to docs will display an error until the docs builds have been completed. ✅ No FailuresAs of commit 8aba356 with merge base e4f74be ( This comment was automatically generated by Dr. CI and updates every 15 minutes. |
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Summary: 1. refactors the eval script to also handle performance measurement in vllm 2. adds a simple `vllm bench latency` script to bench in vllm The script is broken on every single recipe, we'll have to fix and enable things in future PRs, will update the performance tables afterwards. Also, add convenience flags to skip model creation, lm_eval, vllm as needed to enable running just a single model + single step. Test Plan: ``` SKIP_MODEL_CREATE=1 SKIP_LM_EVAL=1 SKIP_VLLM=0 with-proxy ./benchmarks/quantization/measure_accuracy_and_performance.sh h100 ``` Reviewers: Subscribers: Tasks: Tags: ghstack-source-id: e1d713e ghstack-comment-id: 3634216524 Pull-Request: #3473
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vkuzo
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Summary: 1. refactors the eval script to also handle performance measurement in vllm 2. adds a simple `vllm bench latency` script to bench in vllm The script is broken on every single recipe, we'll have to fix and enable things in future PRs, will update the performance tables afterwards. Also, add convenience flags to skip model creation, lm_eval, vllm as needed to enable running just a single model + single step. Test Plan: ``` SKIP_MODEL_CREATE=1 SKIP_LM_EVAL=1 SKIP_VLLM=0 with-proxy ./benchmarks/quantization/measure_accuracy_and_performance.sh h100 ``` Reviewers: Subscribers: Tasks: Tags: ghstack-source-id: 15f7481 ghstack-comment-id: 3634216524 Pull-Request: #3473
vkuzo
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Dec 10, 2025
Summary: 1. refactors the eval script to also handle performance measurement in vllm 2. adds a simple `vllm bench latency` script to bench in vllm The script is broken on every single recipe, we'll have to fix and enable things in future PRs, will update the performance tables afterwards. Also, add convenience flags to skip model creation, lm_eval, vllm as needed to enable running just a single model + single step. Test Plan: ``` SKIP_MODEL_CREATE=1 SKIP_LM_EVAL=1 SKIP_VLLM=0 with-proxy ./benchmarks/quantization/measure_accuracy_and_performance.sh h100 ``` Reviewers: Subscribers: Tasks: Tags: ghstack-source-id: 15f7481 ghstack-comment-id: 3634216524 Pull-Request: #3473
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Summary:
vllm
vllm bench latencyscript to bench in vllmThe script is broken on every single recipe, we'll have to fix and
enable things in future PRs, will update the performance tables
afterwards.
Also, add convenience flags to skip model creation, lm_eval, vllm as
needed to enable running just a single model + single step.
Test Plan:
Reviewers:
Subscribers:
Tasks:
Tags: