GPUs for high performance computing, Deep learning and beyond
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Autor
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Fecha
2019-10-24 -
Palabras clave
Procesadores gráficos; Arquitectura de ordenadores; Ingeniería de ordenadores -
Resumen
After an impressive evolution within the last decade, Graphics Processing Units (GPUs) constitute nowadays a solid trend to accelerate scientific applications. This talk unveils the GPU architecture from an applied perspective, which makes it the cornerstone for Deep Learning, Big Data, Real-Time and Low-Power applications. We will pay a closer attention to Nvidia developments, the leading manufacturer in the HPC marketplace, focusing on the latest Volta and Turing designs.