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PROCESSOR ARRAY FOR PROCESSING SPARSE BINARY NEURAL NETWORKS

机译:处理稀疏二进制神经网络的处理器阵列

摘要

An apparatus is described. The apparatus includes a circuit to process a binary neural network. The circuit includes an array of processing cores, wherein, processing cores of the array of processing cores are to process different respective areas of a weight matrix of the binary neural network. The processing cores each include add circuitry to add only those weights of an i layer of the binary neural network that are to be effectively multiplied by a non zero nodal output of an i−1 layer of the binary neural network.
机译:描述了一种设备。该设备包括用于处理二进制神经网络的电路。该电路包括处理核心的阵列,其中,处理核心的阵列中的处理核心将处理二进制神经网络的权重矩阵的不同的各个区域。每个处理核包括加法电路,以仅将二进制神经网络的i层的权重相加,该权重将与二进制神经网络的i− 1层的非零节点输出有效地相乘。

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