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cs.DC2024★ 1 cited
Evaluation of computational and energy performance in matrix multiplication algorithms on CPU and GPU using MKL, cuBLAS and SYCL
L. A. Torres, Carlos J. Barrios H, Yves Denneulin
Matrix multiplication is fundamental in the backpropagation algorithm used to train deep neural network models. Libraries like Intel's MKL or NVIDIA's cuBLAS implemented new and op…
cs.CY2024
Green HPC: An analysis of the domain based on Top500
Abdessalam Benhari, Denis Trystram, Fanny Dufossé +2
The demand in computing power has never stopped growing over the years. Today, the performance of the most powerful systems exceeds the exascale and the number of petascale systems…