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You're reading from  Transformers for Natural Language Processing - Second Edition

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Published inMar 2022
PublisherPackt
ISBN-139781803247335
Edition2nd Edition
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Mobile Application Development
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Denis Rothman
Denis Rothman
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Denis Rothman

Denis Rothman graduated from Sorbonne University and Paris-Diderot University, designing one of the very first word2matrix patented embedding and patented AI conversational agents. He began his career authoring one of the first AI cognitive Natural Language Processing (NLP) chatbots applied as an automated language teacher for Moet et Chandon and other companies. He authored an AI resource optimizer for IBM and apparel producers. He then authored an Advanced Planning and Scheduling (APS) solution used worldwide.
Read more about Denis Rothman

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GPUs are designed for parallel computing

A CPU (central processing unit) is optimized for serial processing. But if we run the attention heads through serial processing, it would take far longer to train an efficient transformer model. Very small educational transformers can run on CPUs. However, they do not qualify as state-of-the-art models.

A GPU (graphics processing unit) is designed for parallel processing. Transformer models were designed for parallel processing (GPUs), not serial processing (CPUs).

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Transformers for Natural Language Processing - Second Edition
Published in: Mar 2022Publisher: PacktISBN-13: 9781803247335
© 2022 Packt Publishing Limited All Rights Reserved

Author (1)

author image
Denis Rothman

Denis Rothman graduated from Sorbonne University and Paris-Diderot University, designing one of the very first word2matrix patented embedding and patented AI conversational agents. He began his career authoring one of the first AI cognitive Natural Language Processing (NLP) chatbots applied as an automated language teacher for Moet et Chandon and other companies. He authored an AI resource optimizer for IBM and apparel producers. He then authored an Advanced Planning and Scheduling (APS) solution used worldwide.
Read more about Denis Rothman

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