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This article proposes an improvement in the execution times in the optimization of the hyperparameters of Convolutional Neural Networks in image classification tasks. For this purpose, an improvement was made by distributing the evaluation function of the compact genetic algorithm, improving the time in the execution of the evaluation of the

Optimización Distribuida de Redes Convolucionales para la Clasificación de Imágenes