Machine Learning with oneAPI

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Machine Learning with oneAPI

Grid and parallel computing Computer programming / software engineering Machine learning

Authors: Shriram K. Vasudevan, Nitin Vamsi Dantu, Sini Raj Pulari, T.S. Murugesh

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Language: English

Published by: CRC Press

Published on: 21st September 2023

Format: LCP-protected ePub

ISBN: 9781000984965


oneAPI Overview

oneAPI is a unified programming model and software development kit (SDK) from Intel that empowers software developers to generate high-performance applications that can run on different devices, comprising CPUs, GPUs, FPGAs, and other accelerators.

It lets developers write code once and deploy it on multiple architectures, decreasing the complexity as well as the cost and time of software development.

Strengths of oneAPI

One of the significant strengths of oneAPI is in its capability to support an eclectic range of devices and architectures, including artificial intelligence, high-performance computing, and data analytics.

Along with libraries, tools, and compilers, oneAPI makes it cool for developers to create optimized code for an extensive variety of applications, making it an indispensable tool for any developer who wants to create high-performance software and reap the benefit of the latest hardware technologies.

Versatility and Practical Use

The versatility of oneAPI, by means of appropriate theory and practical implementation with the latest tools in machine learning, has been presented in a simple yet effective way in this book that caters to everyone's needs.

Come on, let's unleash the true power of our code across varied architectures!

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