Convolution nerve network acceleration method based on pre-deciding and system
A convolutional neural network and pre-decision technology, applied in the field of pre-decision-based convolutional neural network acceleration methods and systems, can solve the problems of not completely solving the CNN speed bottleneck and not considering the CNN redundancy.
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[0048] The specific embodiments of the present invention will be further described below in conjunction with the drawings and embodiments. The following embodiments are only used to illustrate the technical solutions of the present invention more clearly, and cannot be used to limit the protection scope of the present invention.
[0049] figure 1 The flow chart of the method for accelerating convolutional neural network based on pre-decision in the present invention is shown.
[0050] Reference figure 1 , The convolutional neural network acceleration method based on pre-decision-making of the present invention specifically includes:
[0051] S1. According to the characteristics of the forward propagation of the convolutional neural network CNN and the calculation method of each layer, the calculation cost of each feature point and the dependency relationship between the feature points are obtained; the calculation cost of each feature point and the feature points The dependence re...
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