Tune DeepStream pipelines with measured GPU limits.
What it does
Derives tuned DeepStream pipeline configurations from measured performance and reports GPU bottlenecks.
When to use it
Use when creating an efficient pipeline, profiling or tuning an existing pipeline, or determining how many streams a GPU can handle.
How to use it
Give it a pipeline to create or optimize; it writes measured configuration values into the project and returns a profiling report.
What you provide
- An existing project
Uses
What you need · 7
Requires the DeepStream SDK 9.0 development container; the samples variant lacks the NVTX injector needed for per-plugin traces.
Documents compatibility with Ubuntu 22.04 or 24.04.
Access · 3
This skill
NVIDIA Video Encode/Decode Support Matrix
Checks NVIDIA's video support matrix
GPU
Inspects GPU hardware and utilization