Method and apparatus for performing different types of convolution operations with the same processing elements
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United States of America Patent
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Jul 27, 2021
Grant Date -
Feb 1, 2018
app pub date -
Dec 1, 2016
filing date -
Oct 7, 2015
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Abstract
A method for implementing a convolutional neural network (CNN) accelerator on a target includes utilizing one or more processing elements to perform convolution. A configuration of the CNN accelerator is modified to change filters implemented by the CNN accelerator and to change formatting of output data. The one or more processing elements are utilized to perform one of deconvolution and backpropagation convolution in response to the change in the filters and formatting of the output data.
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