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neuron-nki-profiling

Official

Streamline performance analysis of NKI kernels on Neuron hardware.

Software Engineering#performance#optimization#profiling#trace#kernel#neuron
Authoraws-neuron
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill simplifies profiling and performance analysis of NKI kernels on AWS Neuron hardware.

Core Features & Use Cases

  • Performance Profiling: Generate execution traces and metrics for NKI kernels using Neuron profiling tools.
  • Optimization Insights: Analyze latency, engine utilization, and memory traffic to improve kernel efficiency.
  • Use Case: A developer benchmarking different kernel implementations can compare profiling results to identify bottlenecks and optimize performance.

Quick Start

Use the profiling skill to generate performance metrics by running the profiling commands in your environment after executing your kernel.

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: neuron-nki-profiling
Download link: https://github.com/aws-neuron/neuron-agentic-development/archive/main.zip#neuron-nki-profiling

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