GPU Memory Coalescing Explained: Warp-Level Optimization, Alignment Rules, and Cache Behavior
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GPU Memory Coalescing Explained: Warp-Level Optimization, Alignment Rules, and Cache Behavior
Accelerate your GPU kernels by understanding one of the most important performance concepts in CUDA: memory coalescing. In this video, we break down exactly how warp-level memory requests are merged by the hardware, why alignment impacts memory throughput, and how L1/L2/global memory cooperate to serve requests efficiently. You will learn ...
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