fa26-cs759 cs759
Lecture 15: GPU Architecture and CUDA Introduction Lecture 15: GPU Architecture and CUDA Introduction
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Opening examples: optimization and byte patterns
Why use a GPU?
Architecture examples
Bandwidth can dominate throughput
Host, device, and kernel
Hello world
First array example
Function annotations
CUDA software and compute capability
Asynchronous execution and streams
Course resources