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deep compression:compressing deep neural networks with pruning,trained quantization and huffman codi
时间 2020-12-23
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deep compression:compressing deep neural networks with pruning,trained quantization and huffman coding 摘要 神经网络是计算密集型和内存密集型的,这使得它们很难部署在硬件资源有限的嵌入式系统上。为了解决这个限制,我们引入了“深度压缩”,这是一个三阶段的管道:修剪、训练量化和霍夫曼编码,它们共同工作
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