home/categories/framework-internals/amd-agi-apex-tools-skills-gpu-architecture-fundamentals-skill-md
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gpu-architecture-fundamentals
This skill should be used when reasoning about GPU architecture fundamentals to guide kernel optimization choices such as memory hierarchy usage, execution model mapping, block sizing, and latency-aware tuning across HIP, Triton, and PyTorch.
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AMD-AGI
Updated 3/23/2026
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60
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quick start
Installation and usage
This skill should be used when reasoning about GPU architecture fundamentals to guide kernel optimization choices such as memory hierarchy usage, execution model mapping, block sizing, and latency-aware tuning across HIP, Triton, and PyTorch.
Installation
$ install --globalskills.sh
Usage
Once installed, you can use this skill by running the following command in your terminal:
skills use gpu-architecture-fundamentals