This book, written by an HPC expert with over 25 years of experience, guides you through enhancing model training performance using Py Torch. Here you’ll learn how model complexity impacts training time and discover performance tuning levels to expedite the process, as well as utilize Py Torch features, specialized libraries, and efficient data pipelines to optimize training on CPUs and accelerators. You’ll also reduce model complexity, adopt mixed precision, and harness the power of multicore systems and multi-GPU environments for distributed training. By the end, you’ll be equipped with techniques and strategies to speed up training and focus on building stunning models.
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Língua Inglês ● Formato EPUB ● Páginas 230 ● ISBN 9781805121916 ● Tamanho do arquivo 6.6 MB ● Editora Packt Publishing ● Cidade San Antonio ● País US ● Publicado 2024 ● Carregável 24 meses ● Moeda EUR ● ID 9428776 ● Proteção contra cópia sem