Listar por tema "GPUs"
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Unveiling the performance-energy trade-off in iterative linear system solvers for multithreaded processors
Wiley (2015)In this paper, we analyze the interactions occurring in the triangle performance-power-energy for the execu- tion of a pivotal numerical algorithm, the iterative conjugate gradient (CG) method, on a diverse collection ... -
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) ...