Intelligent dialogue method and related device, electronic equipment and storage medium

Abstract

The invention discloses an intelligent dialogue method, a related device, electronic equipment and a storage medium, and the intelligent dialogue method comprises the steps: extracting an initial statement feature based on a to-be-replied first statement; performing linear quantization based on the initial statement features to obtain quantized statement features, and loading target calculation parameters of network layers one by one according to an execution sequence of the network layers in the intelligent dialogue model; obtaining a first output feature based on the quantization statement feature and a target quantization parameter, and obtaining a second output feature based on a difference statement feature between the initial statement feature and the quantization statement feature and a target weight parameter; and fusing the first output feature and the second output feature as a new initial statement feature, and returning to the step of performing linear quantization based on the initial statement feature to obtain a quantized statement feature until execution of each network layer is completed, thereby obtaining a second statement for reply. According to the scheme, the response speed and the response precision of the intelligent conversation of the equipment can be improved.

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