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DescriptionHands-On GPU Programming with Python and CUDA hits the ground running: you'll start by learning how to apply Amdahl's Law, use a code profiler;
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power of GPU Key Features Explore examples to leverage the GPU processing power with OpenCV and CUDA Enhance the performance of algorithms on;
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-performance applications on a scalable, parallel computing platform: the GPU. However, CUDA itself can be difficult to learn without extensive;
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will learn, by example, how to perform GPU programming with Python, and you'll look at using integrations such as PyCUDA, PyOpenCL, CuPy and;
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-point format, parallel patterns, and dynamic parallelism are covered in depth. This best-selling guide to CUDA and GPU parallel programming has;
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detailed guide to CUDA with a grounding in parallel fundamentals. It starts by introducing CUDA and bringing you up to speed on GPU parallelism and;
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operation. Part II of the book introduces GPU massive parallelism. The same programs are parallelized on multiple Nvidia GPU platforms and the same;
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Nowadays, GPUs are multi-core parallel processors with very high memory bandwidth. Recently for last few years developers and researchers;
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CUDA for Engineers gives you direct, hands-on engagement with personal, high-performance parallel computing, enabling you to do;
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explains how GPU execution is achieved with algorithm implementation techniques and approaches to data structure layout. More specifically, it;
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core and memory operation. Part II of the book introduces GPU massive parallelism. The same programs are parallelized on multiple Nvidia;
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experience, and cover the basics along with best practices for efficient GPU computing using CUDA Fortran. To help you add CUDA Fortran to;
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needs of working software developers who need to understand GPU programming with CUDA and increase efficiency in their projects. CUDA;
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Programming Massively Parallel Processors: A Hands-on Approach, Third Edition shows both student and professional alike the basic;
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of parallel programming and GPU architecture. Concise, intuitive, and practical, it is based on years of road-testing in the authors' own parallel;
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scientific research. The first volume in Morgan Kaufmann's Applications of GPU Computing Series, this book offers the latest insights and research;
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Programming Massively Parallel Processors discusses the basic concepts of parallel programming and GPU architecture. Various techniques;
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different computer systems. Finally, advanced material includes CUDA code in MATLAB and optimizing existing GPU applications. Throughout the book;
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This book is written in a helpful, practical style with numerous hands-on recipes and chapters to help you save time and effort by using;
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> Starting with the basics, setting up MATLAB for CUDA (in Windows, Linux and Mac OS X) and profiling, it then guides users through advanced topics;
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Multicore and GPU Programming: An Integrated Approach, Second Edition offers broad coverage of key parallel computing tools, essential;
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programming with this book, which is a go-to resource for different kinds of parallel computing tasks in Python, using examples and topics covered;
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, ctypes, Numba, Cython, OpenMP, GPU programming (CUDA), parallel IPython, Dask, and more Analyze data with Bayesian or frequentist statistics;
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, and other visualizations Who this book is forHands-On Bitcoin Programming with Python consists of examples that will teach you to build;
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Features 50 hands-on exercises and solutions Basic Python sequence types Python dictionaries and sets Functional programming;
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API for GPU programming, with the accessibility and versatility of the Python programming language. Topics you will explore include generating;
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