基于模型的 GPU 性能估算及其在深度学习运算性能优化上的应用.pdf
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Model-basedCostEstimationon
GPU
2020
金跃
jinyue.jy@antgroup.com
andits application in deeplearningoperationoptimizations
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Introduction
In this project, instead of searching for insects, we develop a
machine learning-based framework to search for fastest possible
program or hardware design, given a math operation and a
hardware platform.
Unlike traditional optimizing technologies, Woodpecker-
AutoSearch uses machine to write fast programs, instead of
tedious hand optimizing by domain experts.
The big question we’d like to ask in this project is: can machine
beat human in coding?
Woodpecker-AutoSearch
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