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ARTIFICIAL NEURAL NETWORK MODULE AND SCHEDULING METHOD THEREOF FOR HIGHLY EFFECTIVE PARALLEL PROCESSING

机译:高效并行处理的人工神经网络模块及其调度方法

摘要

According to an embodiment of the present invention, an artificial neural network module and scheduling method thereof may enable an artificial neural network specialized for parallel operation of data units to perform high efficient parallel processing by adding a dummy value for performing a dummy operation to an artificial neural network including the irregular characteristics to allow an artificial neural network for performing a regular operation since sizes of weight matrices included in a plurality of convolutional kernels in a plurality of convolutional layers are difference from each other.
机译:根据本发明的实施例,人工神经网络模块及其调度方法可以通过将用于执行虚拟操作的虚拟值添加到人工来使专用于数据单元的并行操作的人工神经网络执行高效的并行处理。由于包括在多个卷积层中的多个卷积核中的权重矩阵的大小彼此不同,所以包括不规则特性的神经网络允许人工神经网络执行常规操作。

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