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METHOD AND APPARATUS FOR OPTIMIZING AND APPLYING MULTILAYER NEURAL NETWORK MODEL, AND STORAGE MEDIUM
METHOD AND APPARATUS FOR OPTIMIZING AND APPLYING MULTILAYER NEURAL NETWORK MODEL, AND STORAGE MEDIUM
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机译:多层神经网络模型和存储介质的优化和应用方法及装置
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摘要
A method and an apparatus for optimizing and applying a multilayer neural network model, and a storage medium are provided. The optimization method includes, dividing out at least one sub-structure from the multilayer neural network model to be optimized, wherein a tail layer of the divided sub-structure is a quantization layer, and transferring operation parameters in layers other than the quantization layer to the quantization layer for each of the divided sub-structures and updating quantization threshold parameters in the quantization layer based on the transferred operation parameters. When a multilayer neural network model optimized based on the optimization method is operated, the necessary processor resources can be reduced.
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