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Please predict whether this patent is acceptable.PATENT ABSTRACT: Methods, systems, and apparatus, including computer programs encoded on computer storage media, for resizing neural network layers, the method including obtaining data specifying a trained neural network, wherein the neural network comprises one or more neural network layers; reducing a size of one or more of the neural network layers to generate a resized neural network, including: selecting one or more neural network layers for resizing; for each selected neural network layer: determining an effective dimensionality reduction for the neural network layer; based on the determined effective dimensionality reduction, resizing the neural network layer; and retraining the resized neural network.