Improving GPU Performance by Reducing Instruction Cache Misses

GPUs are specially designed to crunch through massive amounts of data at high speed. They have a large amount of compute resources, called streaming…

GPUs are specially designed to crunch through massive amounts of data at high speed. They have a large amount of compute resources, called streaming multiprocessors (SMs), and an array of facilities to keep them fed with data: high bandwidth to memory, sizable data caches, and the capability to switch to other teams of workers (warps) without any overhead if an active team has run out of data.

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