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ascend-profiling-anomaly

Official

Detect profiling anomalies and architecture

Data & Analytics#architecture#timeline#analysis#profiling#anomaly#bubble#ascend
AuthorAscend
Version1.0.0
Installs0

System Documentation

What problem does it solve?

Analyze Ascend NPU profiling data to uncover hidden performance anomalies and generate a comprehensive architecture report.

Core Features & Use Cases

  • Anomaly discovery: detect device idle gaps, host-device delays, and wait-pollution risks in profiling traces.
  • Architecture reverse-engineering: produce a separate Markdown report detailing layer structure and per-layer kernel composition based on FIA data.
  • Standalone deliverables: return both anomaly discovery results and a model architecture summary for quick review.

Quick Start

Run a profiling data analysis to generate the anomaly report and the architecture summary.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

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Please help me install this Skill:
Name: ascend-profiling-anomaly
Download link: https://github.com/Ascend/agent-skills/archive/main.zip#ascend-profiling-anomaly

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