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system-profile

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Profile targets to reveal bottlenecks.

Software Engineering#performance#python#profiling#instrumentation#benchmark#gpu#profile
AuthorLingrongye
Version1.0.0
Installs0

System Documentation

What problem does it solve?

Profile targets (scripts, processes, GPU, memory, interconnect) to identify bottlenecks and generate actionable performance reports.

Core Features & Use Cases

  • Instrumentation-driven profiling across CPU, memory, GPU, and interconnect, with automated guidance on bottlenecks and optimization steps.
  • Supports selective targets (e.g., training scripts, serving processes) and end-to-end profiling with actionable recommendations.
  • Produces structured reports you can use to prioritize fixes and improvements.

Quick Start

Specify the target to profile (e.g., train.py, a running process, or a GPU workload) and run the profiling workflow to generate a report.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

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Please help me install this Skill:
Name: system-profile
Download link: https://github.com/Lingrongye/federated-learning/archive/main.zip#system-profile

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