Listar ICC_Articles por autoría "c33cf6a7-9570-4a33-a062-5d71f79c7500"
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Using machine learning to model the training scalability of convolutional neural networks on clusters of GPUs
Barrachina Mir, Sergio; Castelló, Adrián; Catalán Carbó, Mar; Dolz, Manuel F.; Mestre Miravet, Jose Ignacio Springer (2021-08-30)In this work, we build a general piece-wise model to analyze data-parallel (DP) training costs of convolutional neural networks (CNNs) on clusters of GPUs. This general model is based on i) multi-layer perceptrons (MLPs) ...