biren-superfviz
CommunityInsightful GPU performance visualization for deep optimization.
Software Engineering#performance optimization#profiling#gpu#performance visualization#kernel analysis
Authordongg622
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill enables visualization of GPU Kernel-level performance data, helping FAE engineers identify bottlenecks and optimize performance effectively.
Core Features & Use Cases
- Kernel Performance Visualization: Offers interactive charts to analyze kernel execution metrics like utilization and stalls.
- Performance Bottleneck Diagnosis: Assists users in pinpointing inefficiencies such as low utilization or high stalls through intuitive views.
- Use Case: An engineer aims to optimize GPU kernel performance in a deep learning model; they use this tool to analyze kernel activity, identify slow operations, and refine their code.
Quick Start
Start the visualization server with your performance database and open it in your browser to explore GPU kernel metrics interactively.
Dependency Matrix
Required Modules
None requiredComponents
referencesassets
💻 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: biren-superfviz Download link: https://github.com/dongg622/china-ai-chip-skill/archive/main.zip#biren-superfviz Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
Agent Skills Search Helper
Install a tiny helper to your Agent, search and equip skill from 471,000+ vetted skills library on demand.