Visualitza Departament: Enginyeria i Ciència dels Computadors per paraule clau "GPUs"
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Using machine learning to model the training scalability of convolutional neural networks on clusters of GPUs
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) ...