Free Download Optimizing AI Performance: Vectorization, Threads, and Specialized Hardware with MOJO by Travis M. Price
English | May 18, 2024 | ISBN: N/A | ASIN: B0D4KXTPLD | 155 pages | EPUB | 0.26 Mb
Optimizing AI Performance: Vectorization, Threads, and Specialized Hardware with MOJO by Travis M. Price
About the Technology:
You may fully utilize the potential of your machine-learning models by seeking expert guidance on speed optimization through vectorization, threading, and specialized hardware. This book explores in detail MOJO, a powerful framework that simplifies optimization for many deployment scenarios.
Travis M. Price, a renowned expert in AI optimization, shares his knowledge and practical techniques that he has honed over the years. With confidence, take on difficult optimization tasks and ensure that your AI models perform optimally in real-world settings.
Summary of the Book:Master the fundamentals of vectorization, threading, and how they accelerate AI computations.Leverage MOJO to streamline optimization for diverse hardware platforms, including CPUs, GPUs, and specialized AI chips.Discover techniques to reduce model size and latency, making them ideal for edge deployments.Implement best practices for continuous monitoring and performance improvement.What's Inside:In-depth explanations of vectorization and threading concepts for AI optimization.Practical guidance on using MOJO for efficient model optimization across various hardware architectures.Code examples, illustrations, and real-world examples to solidify your understanding.Exploration of advanced optimization techniques like quantization and pruning.About the Reader:
This book is intended for AI engineers, data scientists, and machine learning developers who want to maximize the performance of their models. It is advised to have a basic understanding of machine learning principles.
During development and deployment, you'll save time and money by using effective optimization approaches. Boost the speed and performance of your AI models' deployment.
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