home/categories/debugging/nvidia-tensorrt-llm-claude-skills-perf-host-optimization-skill-md
debuggingtools

perf-host-optimization

Profiles and optimizes TensorRT-LLM host/CPU overhead using line_profiler (with nsys support planned). Runs iterative profile-analyze-optimize-validate rounds. Use when GPU utilization is low or optimizing PyExecutor throughput.

NVIDIA
maintainer
NVIDIA
Обновлено 4/8/2026
Звёзды
13335
Форки
2271
quick start

Installation and usage

Profiles and optimizes TensorRT-LLM host/CPU overhead using line_profiler (with nsys support planned). Runs iterative profile-analyze-optimize-validate rounds. Use when GPU utilization is low or optimizing PyExecutor throughput.

Установка
$ install --globalskills.sh
Использование

После установки вы можете использовать этот skill, выполнив следующую команду в терминале:

skills use perf-host-optimization