perf-nsight-systems
OfficialProfile system-level GPU workloads.
AuthorNVIDIA
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Nsight Systems profiles system-level performance to reveal how CPU and GPU work together over time, enabling you to pinpoint scheduling bottlenecks, overlap gaps, and data movement issues.
Core Features & Use Cases
- System-level timeline profiling of CPU/GPU activity, API calls, and OS events.
- NVTX ranges and PyTorch autograd integration to correlate code with GPU work.
- Workflows for profiling DL training, distributed training, and inference, plus post-run analysis with stats, recipes, and exports.
Quick Start
Profile a representative training run with Nsight Systems, generate an .nsys-rep, and begin analysis with nsys stats/analyze/recipe.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: perf-nsight-systems Download link: https://github.com/NVIDIA/skills/archive/main.zip#perf-nsight-systems Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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