cuda-basics
OfficialMaster CUDA basics to optimize GPU performance.
Authormindspore-ai
Version1.0.0
Installs0
System Documentation
What problem does it solve?
CUDA programming basics help developers understand how GPUs execute parallel code, enabling more efficient kernels and better performance.
Core Features & Use Cases
- Understand memory hierarchy and how to optimize data movement.
- Learn thread block/grid organization and indexing for common kernels.
- Use basic optimization patterns to accelerate simple GPU workloads.
Quick Start
Execute a simple CUDA kernel that adds two vectors and measure memory throughput.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
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Please help me install this Skill: Name: cuda-basics Download link: https://github.com/mindspore-ai/akg/archive/main.zip#cuda-basics Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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