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METHOD, APPARATUS, SYSTEM, STORAGE MEDIUM AND APPLICATION FOR GENERATING QUANTIZED NEURAL NETWORK
METHOD, APPARATUS, SYSTEM, STORAGE MEDIUM AND APPLICATION FOR GENERATING QUANTIZED NEURAL NETWORK
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机译:用于生成量化神经网络的方法,装置,系统,存储介质和应用程序
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摘要
A method of generating a quantized neural network comprises: determining, based on a floating-point weight in a neural network to be quantized, networks which correspond to the floating-point weights and are used for directly outputting quantized weights, respectively; quantizing, using the determined network, the floating-point weight corresponding to the network to obtain a quantized neural network; updating, based on a loss function value obtained via the quantized neural network, the determined network, the floating-point weight and the quantized weight in the quantized neural network.
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