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Manning Deep Learning with JAX - High-Performance Computing Guide

Name: Manning Deep Learning with JAX - High-Performance Computing Guide
Brand: Manning
Price: 37.79 GBP
Availability: InStock

Language Study & Reference

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Description

Master high-performance numerical computing with Deep Learning with JAX from Manning Publications. This guide focuses on JAX, Google's powerful library designed to accelerate deep learning and other number-intensive tasks. By addressing the core performance challenges found in scientific computing, JAX provides the tools needed to handle complex mathematical workloads efficiently. You will learn how to perform numerical calculations and build differentiable models using JAX primitives. The book provides practical instruction on running distributed and parallelized computations to maximize hardware potential. Beyond the basics, you will explore how to use high-level neural network libraries like Flax and Haiku, along with other essential modules from the JAX ecosystem. This resource is designed for those looking to leverage modern tools to solve intensive computational problems in deep learning and scientific research.

Key Features

Learn to use JAX for efficient numerical calculations and complex mathematical tasks.

Build differentiable models using JAX primitives to support advanced machine learning workflows.

Execute distributed and parallelized computations to optimize performance across hardware.

Utilize high-level neural network libraries including Flax and Haiku for model development.

Integrate various libraries and modules from the broader JAX ecosystem into your projects.

Product Specifications

Brand: Manning
Format: paperback
ASIN: 1633438880
Category: Books > Subjects > Language Study & Reference
Domain: Amazon UK
Release Date: 29 October 2024
Listed Since: 18 June 2024

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Manning Deep Learning with JAX - High-Performance Computing Guide

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Manning Deep Learning with JAX - High-Performance Computing Guide

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