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GPU-Accelerated Deep Learning Essential GPU Ideas, Deep Learning Frameworks, and Optimization Approaches [#1012123]
GPU-Accelerated Deep Learning : Essential GPU Ideas, Deep Learning Frameworks, and Optimization Approaches
English | 2026 | ISBN: 9798868820831 | 147 pages | PDF | 6.48 MB
Explore the convergence of deep learning and GPU technology. This book is a complete guide for those wishing to use GPUs to accelerate AI workflows.
The book is meant to make complex concepts understandable, with step-by-step instructions on how to set up and use GPUs in deep learning applications. Starting with an introduction to the fundamentals, you'll dive into progressive topics like Convolutional Neural Networks (CNNs) and sequence models, exploring how GPU optimization boosts performance. Further, you will learn the power of generative models, and take your skills by deploying AI models on edge devices. Finally, you will master the art of scaling and distributed training to handle large datasets and complex tasks efficiently.
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