home/categories/machine-learning/a5c-ai-babysitter-library-specializations-gpu-programming-skills-tensorrt-optimization-skill-md
machine-learningdata-ai
tensorrt-optimization
NVIDIA TensorRT model optimization and deployment. Convert models to TensorRT engines, configure optimization profiles and precision modes, apply INT8 calibration, analyze kernel fusion, generate custom plugins, and profile inference performance.
maintainer
a5c-ai
Updated 3/25/2026
Stars
538
Forks
33
quick start
Installation and usage
NVIDIA TensorRT model optimization and deployment. Convert models to TensorRT engines, configure optimization profiles and precision modes, apply INT8 calibration, analyze kernel fusion, generate custom plugins, and profile inference performance.
Installation
$ install --globalskills.sh
Usage
Once installed, you can use this skill by running the following command in your terminal:
skills use tensorrt-optimization