Method and device for determining model search space, and electronic equipment

The invention provides a method and device for determining a model search space and electronic equipment, and relates to the technical field of deep learning, and the method comprises the steps: carrying out the fusion of channel-by-channel convolution and point convolution in target separable convolution, and obtaining target equivalent convolution; and then determining a combination mode of channel-by-channel convolution parameters and point convolution parameters in the target equivalent convolution, and finally splitting the target equivalent convolution based on the combination mode to obtain a target convolution model so as to determine a model search space based on the target convolution model. According to the method, a plurality of model structures of different types can be obtained based on different combination modes of channel-by-channel convolution parameters and point convolution parameters in target equivalent convolution, and then model search spaces of rich types are obtained. Therefore, a pl