Model compression method and system and computer readable medium
A compression method and model technology, applied in the field of model compression, can solve the problems of not considering whether the model compression is suitable for the hardware environment, not considering the hardware environment, and the degree of automation is not high, so as to ensure the learning ability, the compression effect is good, and the volume is reduced.
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[0049]The following will clearly and completely describe the technical solutions in the embodiments of the present invention with reference to the drawings in the embodiments of the present invention. Obviously, the described embodiments are part of the embodiments of the present invention, not all of them. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts shall fall within the protection scope of the present invention.
[0050] A model compression method, the process of which is as follows figure 1 shown, including:
[0051] Step 1: Optimize and train the model on the training data set to obtain the original model after training, specifically:
[0052] Use the training data set to train the model, use the cross entropy between the model prediction label map and the real label map to optimize the original model, and obtain the original model after training;
[0053] Step 2...
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