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profiling-computing

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Analyze and optimize Ascend hardware performance bottlenecks.

Software Engineering#performance#optimization#profiling#NPU#ascend#operator analysis
Authordongg622
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill helps identify slow and inefficient computation processes within Ascend NPU systems, improving performance tuning.

Core Features & Use Cases

  • Performance Bottleneck Analysis: Detects high-耗时算子 and provides insights to improve system efficiency.
  • Operator Shape Extraction: Extracts detailed shape information of key operators for deeper analysis.
  • Use Case: A developer notices slow inference times and uses this Skill to pinpoint the operators causing delays, then modifies the model accordingly.

Quick Start

Use the profiling-computing skill to analyze a profiling directory and generate a performance bottleneck report.

Dependency Matrix

Required Modules

None required

Components

scriptsreferences

💻 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: profiling-computing
Download link: https://github.com/dongg622/china-ai-chip-skill/archive/main.zip#profiling-computing

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