cuda
CommunityMaster CUDA kernel development and profiling.
Authorrdromer2
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Streamlines CUDA kernel development, debugging, and performance profiling.
Core Features & Use Cases
- Comprehensive debugging workflows for CUDA kernels, including printf-based tracing, compute-sanitizer, and cuda-gdb usage.
- Profiling and optimization workflows using Nsight Systems (nsys) and Nsight Compute (ncu), plus binary inspection with cuobjdump.
- Real-world use cases spanning kernel optimization, memory access patterns, and performance verification with baseline timing.
Quick Start
Run a baseline profiling session on your CUDA kernel to identify hotspots and begin iterative optimization.
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: cuda Download link: https://github.com/rdromer2/mambavision_tf_kernel/archive/main.zip#cuda Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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