图书标签: CUDA GPU 并行计算 计算机科学 编程 Programming 有电子版 MK
发表于2024-11-05
CUDA Application Design and Development pdf epub mobi txt 电子书 下载 2024
As the computer industry retools to leverage massively parallel graphics processing units (GPUs), this book is designed to meet the needs of working software developers who need to understand GPU programming with CUDA and increase efficiency in their projects. CUDA Application Design and Development starts with an introduction to parallel computing concepts for readers with no previous parallel experience, and focuses on issues of immediate importance to working software developers: achieving high performance, maintaining competitiveness, analyzing CUDA benefits versus costs, and determining application lifespan. The book then details the thought behind CUDA and teaches how to create, analyze, and debug CUDA applications. Throughout, the focus is on software engineering issues: how to use CUDA in the context of existing application code, with existing compilers, languages, software tools, and industry-standard API libraries. Using an approach refined in a series of well-received articles at Dr Dobb's Journal, author Rob Farber takes the reader step-by-step from fundamentals to implementation, moving from language theory to practical coding. Includes multiple examples building from simple to more complex applications in four key areas: machine learning, visualization, vision recognition, and mobile computing Addresses the foundational issues for CUDA development: multi-threaded programming and the different memory hierarchy Includes teaching chapters designed to give a full understanding of CUDA tools, techniques and structure. Presents CUDA techniques in the context of the hardware they are implemented on as well as other styles of programming that will help readers bridge into the new material
Rob Farber,资深高性能编程专家,Irish高端计算中心和美国国家实验室等权威机构的高性能编程技术顾问,同时为多家《财富》世界500强企业提供咨询服务,经验十分丰富,在该领域颇具权威和影响力。他还是一位技术作家,任职于Santa Fe学院,在《Dr. Dobb’s Journal》《Scientific Computing》等媒体上发表了多篇关于高性能编程的经典技术文章,深受读者喜爱。此外,他还是《财富》美国100强中两家公司的合伙创始人。
快扫完毕,我还是买本中文书吧……
评分快扫完毕,我还是买本中文书吧……
评分快扫完毕,我还是买本中文书吧……
评分快扫完毕,我还是买本中文书吧……
评分快扫完毕,我还是买本中文书吧……
推荐有一定基础的同学阅读本书。 书里面设计了各种cuda的应用,如机器学习; 而且设计到多GPU, MPI+GPU 还有OpenGL+GPU等比较前沿的应用领域。 因此,该书适合已了解cuda及并行计算之后,去进行知识扩展。 同时,由于该书设计内容广泛,每一章讲述也相对比较泛,而且有些...
评分这本书不适合初学者,因为内容有一定深度,适合有一定基础的CUDA开发者进行代码优化阶段的提高工具。 初学者还是推荐使用《GPU高性能编程 CUDA实战》那本书,那本书上手快,对于深层问题做了较好的省略。等学完那本薄册子再来读这个,效果就会很好了。
评分这本书不适合初学者,因为内容有一定深度,适合有一定基础的CUDA开发者进行代码优化阶段的提高工具。 初学者还是推荐使用《GPU高性能编程 CUDA实战》那本书,那本书上手快,对于深层问题做了较好的省略。等学完那本薄册子再来读这个,效果就会很好了。
评分这本书不适合初学者,因为内容有一定深度,适合有一定基础的CUDA开发者进行代码优化阶段的提高工具。 初学者还是推荐使用《GPU高性能编程 CUDA实战》那本书,那本书上手快,对于深层问题做了较好的省略。等学完那本薄册子再来读这个,效果就会很好了。
评分比较偏工程一些,但是太宽泛,没有深入下去 比较偏工程一些,但是太宽泛,没有深入下去 比较偏工程一些,但是太宽泛,没有深入下去 比较偏工程一些,但是太宽泛,没有深入下去 比较偏工程一些,但是太宽泛,没有深入下去 比较偏工程一些,但是太宽泛,没有深入下去
CUDA Application Design and Development pdf epub mobi txt 电子书 下载 2024