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nsight

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Deep insight into GPU, CPU, and API performance profiling.

Software Engineering#performance#timeline#profiling#hardware#GPU#system#API-trace
Authorjstzwj
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill provides comprehensive profiling and analysis of GPU workloads, CPU performance, and system events to optimize application efficiency.

Core Features & Use Cases

  • Timeline Visualization: Display detailed timelines of GPU activity, CPU backtraces, and API calls for performance bottleneck identification.
  • GPU Metrics & Hardware Profiling: Collect precise hardware counters like SM utilization, memory bandwidth, and power metrics.
  • Use Case: Developers analyzing deep learning training to pinpoint GPU idling or synchronization delays, improving throughput.
  • Multi-API Support: Trace Vulkan, DirectX, OpenGL, CUDA, OpenXR, and more to diagnose cross-API performance issues.

Quick Start

Run nsys profile with your application to generate an interactive report and identify bottlenecks.

Dependency Matrix

Required Modules

None required

Components

references

💻 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: nsight
Download link: https://github.com/jstzwj/ai-infra-plugins/archive/main.zip#nsight

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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