Join NVIDIA’s Sven Middelberg for an introduction to NVIDIA Nsight Systems, a tool for performance tuning NVIDIA GPU-accelerated applications. Nsight Systems provides a timeline view of your system's performance, helping you identify bottlenecks and optimization opportunities.
00:00 - Introduction
2:14 - How to Trace an Application
6:34 - Using the Timeline View
8:36 - Analysis Summary Tab
8:50 - Diagnostics Summary Tab
9:07 - Conclusion
Highlights include:
Tracing with Nsight Systems: Walk through the tracing process, including project setup and configuration. Learn how to specify profiling targets, launch an application to trace, and view the results.
Nsight Systems reports: Learn how to read and analyze an Nsight Systems report. The built-in timeline view provides an intuitive visualization of system events, making it easy to understand your application's behavior.
Timeline view: Dive into the timeline view to see CPU threads, CUDA API calls, GPU activity, and more. Get a glimpse of what to expect when analyzing a sample.
This video series will help get you started with NVIDIA Nsight Developer Tools for CUDA. Grow your proficiency with the tools and apply the examples to your own development environment. Or return to specific episodes for a refresher on certain features and functionalities. We walk through analyzing performance reports, offer debugging tips and tricks, and show you the best ways to optimize your CUDA code. The series will focus primarily on Nsight Compute and Nsight Systems.
CUDA Developer Tools | Nsight Tools Ecosystem: • CUDA Developer Tools |...
CUDA Developer Tools | Intro to Nsight Compute: • CUDA Developer Tools |...
Download the latest release of NVIDIA Nsight Systems: developer.nvidia.com/nsight-systems
Read the NVIDIA Nsight Systems user guide: docs.nvidia.com/nsight-system...
View more CUDA Developer Tools: developer.nvidia.com/tools-overview
Thanks for watching, and stay tuned for more episodes.
#CUDA #Nsight #developertools #NVIDIA #HPC #LLM #CUDAtutorials