memory-analysis
CommunityPinpoint memory bottlenecks for Ascend NPU.
Software Engineering#data-loading#memory-optimization#AMP#memory-analysis#Ascend-NPU#host-device-transfer
AuthorFeRhodium
Version1.0.0
Installs0
System Documentation
## What problem does it solve? This skill helps identify memory access patterns and optimization opportunities for Ascend NPU, enabling efficient data loading, host-device transfers, and mixed precision strategies.
## Core Features & Use Cases
- Analyze data loading patterns to optimize DataLoader-like configurations (workers, pin_memory, prefetch)
- Assess host-device transfers and automatic data migration suitability
- Identify memory efficiency improvements, gradient checkpointing, and AMP opportunities
- Provide actionable recommendations for performance tuning in Ascend NPU migrations
Quick Start
Use memory-analysis to inspect a repository's memory access and AMP readiness.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 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: memory-analysis Download link: https://github.com/FeRhodium/ascend-migration/archive/main.zip#memory-analysis Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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