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neural network quantization METHOD AND APPARATUS FOR NEURAL NETWORK QUANTIZATION
neural network quantization METHOD AND APPARATUS FOR NEURAL NETWORK QUANTIZATION
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机译:神经网络量化的神经网络量化方法和装置
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摘要
The present invention provides a method and a device for neural network quantization. The method for neural network quantization determines diagonal components of a second-order partial derivative matrix (Hessian matrix) of a loss function of network parameters of a neural network and assigns a weight (Hessian-weighting) to the network parameters by using the determined diagonal components, as a part of a step of quantizing the network parameters.
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