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PER KERNEL KMEANS COMPRESSION FOR NEURAL NETWORKS
PER KERNEL KMEANS COMPRESSION FOR NEURAL NETWORKS
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机译:神经网络的每内核KMEANS压缩
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摘要
Methods and apparatus relating to techniques for incremental network quantization. In an example, an apparatus comprises logic, at least partially comprising hardware logic to determine a plurality of weights for a layer of a convolutional neural network (CNN) comprising a plurality of kernels; organize the plurality of weights into a plurality of clusters for the plurality of kernels; and apply a K-means compression algorithm to each of the plurality of clusters. Other embodiments are also disclosed and claimed.
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