home/categories/framework-internals/a5c-ai-babysitter-library-specializations-gpu-programming-skills-cuda-graphs-skill-md
framework-internalsdevelopment
cuda-graphs
Expert skill for CUDA Graph capture and optimization for reduced launch overhead. Capture CUDA operations into graphs, instantiate and execute graph instances, update graph node parameters, profile graph vs stream execution, design graph-friendly kernel patterns, and optimize launch latency for inference.
maintainer
a5c-ai
Updated 3/25/2026
Stars
538
Forks
33
quick start
Installation and usage
Expert skill for CUDA Graph capture and optimization for reduced launch overhead. Capture CUDA operations into graphs, instantiate and execute graph instances, update graph node parameters, profile graph vs stream execution, design graph-friendly kernel patterns, and optimize launch latency for inference.
Installation
$ install --globalskills.sh
Usage
Once installed, you can use this skill by running the following command in your terminal:
skills use cuda-graphs