Is a
Patent attributes
Patent Jurisdiction
Patent Number
Date of Patent
November 26, 2019
Patent Application Number
15724142
Date Filed
October 3, 2017
Patent Citations Received
Patent Primary Examiner
Patent abstract
Systems and methods for efficient implementation of a convolutional layer of a convolutional neural network are disclosed. In one aspect, weight values of kernels in a kernel stack of a convolutional layer can be reordered into a tile layout with tiles of runnels. Pixel values of input activation maps of the convolutional layer can be reordered into an interleaved layout comprising a plurality of clusters of input activation map pixels. The output activation maps can be determined using the clusters of the input activation map pixels and kernels tile by tile.
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