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Benchmarking Profiling
ASecurity"Plan and analyze SGLang benchmarks, throughput/latency runs,
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- Added September 9, 2026
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[](https://www.skillsdirectory.com/skills/vectorspacelab-benchmarking-profiling)---
name: benchmarking-profiling
description: "Plan and analyze SGLang benchmarks, throughput/latency runs,
profiling, request datasets, and reproducible performance triage."
disable-model-invocation: true
metadata:
disco-role: operating
license: Apache 2.0
---
# Benchmarking Profiling
Use this sub-skill for `bench_serving`, `bench_one_batch`, `auto_benchmark`, profiler/NVTX workflows, concurrency/request-rate experiments, dataset selection, warmup policy, GPU metrics, and regression triage. Keep model, backend, commit, GPU, prompt lengths, output lengths, and traffic shape fixed before comparing results.
## Cross-Links
- Root routing: `../../SKILL.md`
- Workflow map: `../../references/workflow-map.md`
- Cross-cutting troubleshooting: `../../references/troubleshooting.md`
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