Neural network optimization mechanism

Srinivasa Narayan,Ray Joydeep, Galoppo Von Borries Nicolas C, Ashbaugh Ben,Surti Prasoonkumar,Chen Feng,Lakshmanan Barath, Ould-Ahmed-Vall Elmoustapha,Ma Liwei,Hurd Linda L,Appu Abhishek R,Weast John C,Baghsorkhi Sara S,Gottschlich Justin E, Sakthivel Chandrasekaran, Akhbari Farshad, Kim Dukhwan, Koker Altug,Satish Nadathur Rajagopalan

user-618b9067e554220b8f259598（2021）

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摘要

An apparatus to facilitate optimization of a neural network (NN) is disclosed. The apparatus includes optimization logic to define a NN topology having one or more macro layers, adjust the one or more macro layers to adapt to input and output components of the NN and train the NN based on the one or more macro layers.

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关键词

Topology (electrical circuits),Macro,Artificial neural network,Topology,Mechanism (engineering),Computer science

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