ncu-report-skill
OfficialProfile CUDA kernels with Nsight Compute (B200)
Authormit-han-lab
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Profile CUDA kernels with Nsight Compute on NVIDIA Blackwell B200 to identify bottlenecks, reason about root causes, and generate a structured optimization plan.
Core Features & Use Cases
- End-to-end profiling workflow: harness creation, gathering reports, and reporting.
- Python-based analysis: extract metrics, compare runs, and map signals to fixes.
- Six analysis dimensions and a diagnosis playbook to guide actionable changes.
- Final optimization report with prioritized recommendations and evidence.
Quick Start
Create a new run directory under profile/<run_name>/, build a standalone harness with -lineinfo, and profile the kernel with Nsight Compute.
Dependency Matrix
Required Modules
ncu_report
Components
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: ncu-report-skill Download link: https://github.com/mit-han-lab/ncu-report-skill/archive/main.zip#ncu-report-skill Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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