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APPARATUS, METHOD AND COMPUTER PROGRAM PRODUCT FOR OPTIMIZING PARAMETERS OF A COMPRESSED REPRESENTATION OF A NEURAL NETWORK
APPARATUS, METHOD AND COMPUTER PROGRAM PRODUCT FOR OPTIMIZING PARAMETERS OF A COMPRESSED REPRESENTATION OF A NEURAL NETWORK
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机译:用于优化神经网络压缩表示的参数的装置,方法和计算机程序产品
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摘要
In example embodiments, an apparatus, a method, and a computer program product are provided. An example apparatus include processing circuitry; and at least one memory including computer program code, the at least one memory and the computer program code configured to, with the processing circuitry, cause the apparatus at least to: overfit a neural network on each media item, from a batch of media items, for a number of iterations to obtain an overfitted neural network model for the each media item; evaluate the overfitted neural network model on the each media item to obtain evaluation errors; and update parameters of the neural network to be based on the evaluation errors.
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