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Optimizing GPU programs by partial evaluation

Published • Feb 19, 2020
Authors:
Aleksey Tyurin
,
Daniil Berezun
,
Semyon Grigorev

Abstract

While GPU utilization allows one to speed up computations to the orders of magnitude, memory management remains the bottleneck making it often a challenge to achieve the desired performance. Hence, different memory optimizations are leveraged to make memory being used more effectively. We propose an...

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