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從零開始寫 CUDA kernel

CUDA Kernels: From Vector Add to FlashAttention

de 零的零次方 ...

Series series 從零開始
2007 年 CUDA 發布，NVIDIA 賭一張遊戲卡能做的不只是畫面。不到二十年，從 ChatGPT 的每一句回答到每一輪模型訓練，背後都是 GPU 上的一支支 kernel。這本書教你自己寫那些 kernel，並且量出它們為什麼快、為什麼慢。全書 22 章分五部。第一部建立機器的形狀：SIMT、warp、記憶體階層、roofline 與 Nsight Compute 的讀法。第二部是經典 kernel 練功房：reduction、transpose、scan、histogram、occupancy，接著兩章 GEMM，從 naive 一版一版改到在這張卡上追平 cuBLAS 的 FP32 路徑。第三部是現代武器庫：Tensor Core 與 mma、cp.async 的非同步流水線、CUTLASS 與 CuTe、Triton，以及怎麼讀 PTX 與 SASS。第四部進入 LLM ... Leer más

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2007 年 CUDA 發布，NVIDIA 賭一張遊戲卡能做的不只是畫面。不到二十年，從 ChatGPT 的每一句回答到每一輪模型訓練，背後都是 GPU 上的一支支 kernel。這本書教你自己寫那些 kernel，並且量出它們為什麼快、為什麼慢。全書 22 章分五部。第一部建立機器的形狀：SIMT、warp、記憶體階層、roofline 與 Nsight Compute 的讀法。第二部是經典 kernel 練功房：reduction、transpose、scan、histogram、occupancy，接著兩章 GEMM，從 naive 一版一版改到在這張卡上追平 cuBLAS 的 FP32 路徑。第三部是現代武器庫：Tensor Core 與 mma、cp.async 的非同步流水線、CUTLASS 與 CuTe、Triton，以及怎麼讀 PTX 與 SASS。第四部進入 LLM
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Achieving Real-Time in Distributed Computing: From Grids to Clouds

Edición de Dimosthenis Kyriazis, Theodora Varvarigou, Kleopatra G. Konstanteli ...

Real-time systems are of importance to a large number of university laboratories and research institutes worldwide, and without the proper integration of real-time into distributed computing, institutions simply could not function. Achieving Real-Time in Distributed Computing: From Grids to Clouds offers over 400 accounts from a wide range of specific research efforts. Major focus is given to the ... Leer más

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PEDIDO ANTICIPADO

Real-time systems are of importance to a large number of university laboratories and research institutes worldwide, and without the proper integration of real-time into distributed computing, institutions simply could not function. Achieving Real-Time in Distributed Computing: From Grids to Clouds offers over 400 accounts from a wide range of specific research efforts. Major focus is given to the
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Mastering Swift

de YouGuide International BV ...

Welcome to the forefront of knowledge with Cybellium, your trusted partner in mastering the cutting-edge fields of IT, Artificial Intelligence, Cyber Security, Business, Economics, and Science.Designed for professionals, students, and enthusiasts alike, our comprehensive books empower you to stay ahead in a rapidly evolving digital world.Expert Insights: Our books provide deep, actionable insights ... Leer más

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Welcome to the forefront of knowledge with Cybellium, your trusted partner in mastering the cutting-edge fields of IT, Artificial Intelligence, Cyber Security, Business, Economics, and Science.Designed for professionals, students, and enthusiasts alike, our comprehensive books empower you to stay ahead in a rapidly evolving digital world.Expert Insights: Our books provide deep, actionable insights
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Bayes Theorem

A Quick-Start Beginner's Guide

de Andy Hayes ...

Applications of the theorem are widespread and not limited to the financial realm. As an example, Bayes' theorem can be used to determine the accuracy of medical test results by taking into consideration how likely any given person is to have a disease and the general accuracy of the test.Bayes' theorem gives the probability of an event based on information that is or may be related to that event. ... Leer más

$2.99 USD o gratis con Kobo Plus

Applications of the theorem are widespread and not limited to the financial realm. As an example, Bayes' theorem can be used to determine the accuracy of medical test results by taking into consideration how likely any given person is to have a disease and the general accuracy of the test.Bayes' theorem gives the probability of an event based on information that is or may be related to that event.
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Fortran 2018 with Parallel Programming

de Subrata Ray ...

The programming language Fortran dates back to 1957 when a team of IBM engineers released the first Fortran Compiler. During the past 60 years, the language had been revised and updated several times to incorporate more features to enable writing clean and structured computer programs. The present version is Fortran 2018. Since the dawn of the computer era, there had been a constant demand for a ... Leer más

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The programming language Fortran dates back to 1957 when a team of IBM engineers released the first Fortran Compiler. During the past 60 years, the language had been revised and updated several times to incorporate more features to enable writing clean and structured computer programs. The present version is Fortran 2018. Since the dawn of the computer era, there had been a constant demand for a
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Rust High Performance

Learn to skyrocket the performance of your Rust applications

de Iban Eguia Moraza ...

Find bottlenecks, identify the proper algorithm to use, optimize performance, and create really efficient Rust applicationsKey FeaturesUnderstand common performance pitfalls and improve the performance of your applications.Get to grips with parallel programming and multithreading with Rust.Learn metaprogramming in Rust.Book DescriptionThis book teaches you how to optimize the performance of your ... Leer más

$37.79 USD o gratis con Kobo Plus

Find bottlenecks, identify the proper algorithm to use, optimize performance, and create really efficient Rust applicationsKey FeaturesUnderstand common performance pitfalls and improve the performance of your applications.Get to grips with parallel programming and multithreading with Rust.Learn metaprogramming in Rust.Book DescriptionThis book teaches you how to optimize the performance of your
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Parallel Iterative Algorithms

From Sequential to Grid Computing

de Jacques Mohcine Bahi, Sylvain Contassot-Vivier, Raphael Couturier ...

Focusing on grid computing and asynchronism, Parallel Iterative Algorithms explores the theoretical and practical aspects of parallel numerical algorithms. Each chapter contains a theoretical discussion of the topic, an algorithmic section that fully details implementation examples and specific algorithms, and an evaluation of the advantages and dr ... Leer más

$91.99 USD

Focusing on grid computing and asynchronism, Parallel Iterative Algorithms explores the theoretical and practical aspects of parallel numerical algorithms. Each chapter contains a theoretical discussion of the topic, an algorithmic section that fully details implementation examples and specific algorithms, and an evaluation of the advantages and dr
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XeHE: an Intel GPU Accelerated Fully Homomorphic Encryption Library

A SYCL Sparkler: Making the Most of C++ and SYCL

de Alexander Lyashevsky, Alexey Titov, Yiqin Qiu, Yujia Zhai ...

Series series SYCL Sparklers: Making the Most of C++ and SYCL
This installment of a "SYCL Sparkler" explores in depth a way to implement a reasonably efficient implementation for Homomorphic Encryption using modern C++ with SYCL. As a result of their work, the authors learned some valuable optimization techniques and insights that they have taken time to share in this very interesting and detailed piece.A key value of using C++ with SYCL, is the ability to ... Leer más

Gratis

This installment of a "SYCL Sparkler" explores in depth a way to implement a reasonably efficient implementation for Homomorphic Encryption using modern C++ with SYCL. As a result of their work, the authors learned some valuable optimization techniques and insights that they have taken time to share in this very interesting and detailed piece.A key value of using C++ with SYCL, is the ability to
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C++ Programming Cookbook

Proven solutions using C++ 20 across functions, file I/O, streams, memory management, STL, concurrency, type manipulation and error debugging

de Anais Sutherland ...

"C++ Programming Cookbook" stands out as a clear, concise, and powerful technical resource for programmers who want to master C++'s intricacies. C++ programmers face a wide variety of problems, and this carefully written book is a treasure trove of solutions and methods to those software development challenges.Each chapter is organized to help you get a good grasp of the language and everything it ... Leer más

$35.99 USD

"C++ Programming Cookbook" stands out as a clear, concise, and powerful technical resource for programmers who want to master C++'s intricacies. C++ programmers face a wide variety of problems, and this carefully written book is a treasure trove of solutions and methods to those software development challenges.Each chapter is organized to help you get a good grasp of the language and everything it
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Parallel Programming and Concurrency with C# 10 and .NET 6

A modern approach to building faster, more responsive, and asynchronous .NET applications using C#

de Alvin Ashcraft ...

Leverage the latest parallel and concurrency features in .NET 6 when building your next application and explore the benefits and challenges of asynchrony, parallelism, and concurrency in .NET via practical examplesKey FeaturesLearn to implement parallel programming and handle concurrency in .NET efficientlySwitch threads while debugging and learn how to monitor specific threads in Visual ... Leer más

$32.39 USD o gratis con Kobo Plus

Leverage the latest parallel and concurrency features in .NET 6 when building your next application and explore the benefits and challenges of asynchrony, parallelism, and concurrency in .NET via practical examplesKey FeaturesLearn to implement parallel programming and handle concurrency in .NET efficientlySwitch threads while debugging and learn how to monitor specific threads in Visual
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Programming Phoenix 1.4

Productive |> Reliable |> Fast

de Chris McCord, Bruce Tate, Jose Valim ...

Don't accept the compromise between fast and beautiful: you can have it all. Phoenix creator Chris McCord, Elixir creator Jose Valim, and award-winning author Bruce Tate walk you through building an application that's fast and reliable. At every step, you'll learn from the Phoenix creators not just what to do, but why. Packed with insider insights and completely updated for Phoenix 1.4, this ... Leer más

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Don't accept the compromise between fast and beautiful: you can have it all. Phoenix creator Chris McCord, Elixir creator Jose Valim, and award-winning author Bruce Tate walk you through building an application that's fast and reliable. At every step, you'll learn from the Phoenix creators not just what to do, but why. Packed with insider insights and completely updated for Phoenix 1.4, this
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OpenCL Programming Guide

de Aaftab Munshi, Benedict Gaster, Dan Ginsburg, Timothy Mattson ...

Series series OpenGL
Using the new OpenCL (Open Computing Language) standard, you can write applications that access all available programming resources: CPUs, GPUs, and other processors such as DSPs and the Cell/B.E. processor. Already implemented by Apple, AMD, Intel, IBM, NVIDIA, and other leaders, OpenCL has outstanding potential for PCs, servers, handheld/embedded devices, high performance computing, and even ... Leer más

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Using the new OpenCL (Open Computing Language) standard, you can write applications that access all available programming resources: CPUs, GPUs, and other processors such as DSPs and the Cell/B.E. processor. Already implemented by Apple, AMD, Intel, IBM, NVIDIA, and other leaders, OpenCL has outstanding potential for PCs, servers, handheld/embedded devices, high performance computing, and even
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Ultimate Monorepo and Bazel for Building Apps at Scale

Level Up Your Large-Scale Application Development with Monorepo and Bazel for Enhanced Productivity, Scalability, and Integration (English Edition)

de Javier Antoniucci ...

Unlock Next-Level Scalable App Development with Monorepo and BazelKey Features● Unleash the transformative power of Monorepos with Bazel, revolutionizing your development workflow.● Elevate your build system to unmatched levels of efficiency and reliability through comprehensive Bazel mastery.● Propel yourself into the future of software development by mastering Bazel and harnessing the potential ... Leer más

$29.95 USD o gratis con Kobo Plus

Unlock Next-Level Scalable App Development with Monorepo and BazelKey Features● Unleash the transformative power of Monorepos with Bazel, revolutionizing your development workflow.● Elevate your build system to unmatched levels of efficiency and reliability through comprehensive Bazel mastery.● Propel yourself into the future of software development by mastering Bazel and harnessing the potential
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C++ Data Structures and Algorithms

Learn how to write efficient code to build scalable and robust applications in C++

de Wisnu Anggoro ...

Learn how to build efficient, secure and robust code in C++ by using data structures and algorithms - the building blocks of C++Key FeaturesUse data structures such as arrays, stacks, trees, lists, and graphs with real-world examplesLearn the functional and reactive implementations of the traditional data structuresExplore illustrations to present data structures and algorithms, as well as their ... Leer más

$37.79 USD o gratis con Kobo Plus

Learn how to build efficient, secure and robust code in C++ by using data structures and algorithms - the building blocks of C++Key FeaturesUse data structures such as arrays, stacks, trees, lists, and graphs with real-world examplesLearn the functional and reactive implementations of the traditional data structuresExplore illustrations to present data structures and algorithms, as well as their
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Parallel Programming with Co-arrays

de Robert W. Numrich ...

Series series Chapman & Hall/CRC Computational Science
Parallel Programming with Co-Arrays describes the basic techniques used to design parallel algorithms for high-performance, scientific computing. It is intended for upper-level undergraduate students and graduate students who need to develop parallel codes with little or no previous introduction to parallel computing. It is also intended as a reference manual for researchers active in the field of ... Leer más

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Parallel Programming with Co-Arrays describes the basic techniques used to design parallel algorithms for high-performance, scientific computing. It is intended for upper-level undergraduate students and graduate students who need to develop parallel codes with little or no previous introduction to parallel computing. It is also intended as a reference manual for researchers active in the field of
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Ruby on Rails Background Jobs with Sidekiq

de David B. Copeland ...

Using Sidekiq for background jobs is a great way to scale and grow your app. This book will give you a solid, practical foundation for creating resilient, well-tested, self-healing code that uses background jobs. You'll be able to simulate real-world failure modes and learn how to write idempotent code that can be safely run with Sidekiq.One of the best ways to improve your Rails app's performance ... Leer más

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Using Sidekiq for background jobs is a great way to scale and grow your app. This book will give you a solid, practical foundation for creating resilient, well-tested, self-healing code that uses background jobs. You'll be able to simulate real-world failure modes and learn how to write idempotent code that can be safely run with Sidekiq.One of the best ways to improve your Rails app's performance
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Mastering Concurrency Programming with Java 9, Second Edition

Fast, reactive and parallel application development

de Javier Fernández González ...

Master the principles to make applications robust, scalable and responsiveKey Features\[\*\] Implement concurrent applications using the Java 9 Concurrency API and its new components\[\*\] Improve the performance of your applications and process more data at the same time, taking advantage of all of your resources\[\*\] Construct real-world examples related to machine learning, data mining, ... Leer más

$41.39 USD o gratis con Kobo Plus

Master the principles to make applications robust, scalable and responsiveKey Features\[\*\] Implement concurrent applications using the Java 9 Concurrency API and its new components\[\*\] Improve the performance of your applications and process more data at the same time, taking advantage of all of your resources\[\*\] Construct real-world examples related to machine learning, data mining,
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Asyncio From Ground Up

de Ritesh Modi ...

You have probably tried asyncio once and given up. You may have searched "python asyncio tutorial" and bounced off three of them. You may have copied an async def from somewhere without understanding why. You may have closed a code review the moment await appeared on the screen. None of those experiences is unusual, and none of them is your fault.The reason most readers find asyncio confusing is ... Leer más

$9.99 USD o gratis con Kobo Plus

You have probably tried asyncio once and given up. You may have searched "python asyncio tutorial" and bounced off three of them. You may have copied an async def from somewhere without understanding why. You may have closed a code review the moment await appeared on the screen. None of those experiences is unusual, and none of them is your fault.The reason most readers find asyncio confusing is
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Go avancé

Au cœur du runtime : architecture, concurrence et optimisations

de Thierry Fournier ...

Un livre pour comprendre le fonctionnement interne du langage Go et de son runtime (compatible Go 1.23+), afin de l'utiliser plus efficacement et de concevoir de meilleures architectures logicielles.Go est un langage qui se veut simple. Peu de mots clés, pas d'héritage complexe, une généricité volontairement limitée. Pourtant, derrière cette façade épurée se cache un runtime élaboré qui gère la ... Leer más

$45.63 USD

Un livre pour comprendre le fonctionnement interne du langage Go et de son runtime (compatible Go 1.23+), afin de l'utiliser plus efficacement et de concevoir de meilleures architectures logicielles.Go est un langage qui se veut simple. Peu de mots clés, pas d'héritage complexe, une généricité volontairement limitée. Pourtant, derrière cette façade épurée se cache un runtime élaboré qui gère la
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Learning Concurrency in Python

Build highly efficient, robust, and concurrent applications

de Elliot Forbes ...

Practically and deeply understand concurrency in Python to write efficient programsKey Features\[\*\] Build highly efficient, robust, and concurrent applications\[\*\] Work through practical examples that will help you address the challenges of writing concurrent code\[\*\] Improve the overall speed of execution in multiprocessor and multicore systems and keep them highly availableBook ... Leer más

$37.79 USD o gratis con Kobo Plus

Practically and deeply understand concurrency in Python to write efficient programsKey Features\[\*\] Build highly efficient, robust, and concurrent applications\[\*\] Work through practical examples that will help you address the challenges of writing concurrent code\[\*\] Improve the overall speed of execution in multiprocessor and multicore systems and keep them highly availableBook
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Parallel R

Data Analysis in the Distributed World

de Q. Ethan McCallum, Stephen Weston ...

It’s tough to argue with R as a high-quality, cross-platform, open source statistical software product—unless you’re in the business of crunching Big Data. This concise book introduces you to several strategies for using R to analyze large datasets. You’ll learn the basics of Snow, Multicore, Parallel, and some Hadoop-related tools, including how to find them, how to use them, when they work well, ... Leer más

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It’s tough to argue with R as a high-quality, cross-platform, open source statistical software product—unless you’re in the business of crunching Big Data. This concise book introduces you to several strategies for using R to analyze large datasets. You’ll learn the basics of Snow, Multicore, Parallel, and some Hadoop-related tools, including how to find them, how to use them, when they work well,
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Parallel Python with Dask

de Tim Peters ...

Unlock the Power of Parallel Python with Dask: A Perfect Learning Guide for Aspiring Data ScientistsDask has revolutionized parallel computing for Python, empowering data scientists to accelerate their workflows. This comprehensive guide unravels the intricacies of Dask to help you harness its capabilities for machine learning and data analysis. Across 10 chapters, you'll master Dask's ... Leer más

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Unlock the Power of Parallel Python with Dask: A Perfect Learning Guide for Aspiring Data ScientistsDask has revolutionized parallel computing for Python, empowering data scientists to accelerate their workflows. This comprehensive guide unravels the intricacies of Dask to help you harness its capabilities for machine learning and data analysis. Across 10 chapters, you'll master Dask's
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Multithreading for Visual Effects

de Martin Watt, Erwin Coumans, George ElKoura, Ronald Henderson, Manuel Kraemer, Jeff Lait, James Reinders ...

Tackle the Challenges of Parallel Programming in the Visual Effects IndustryIn Multithreading for Visual Effects, developers from DreamWorks Animation, Pixar, Side Effects, Intel, and AMD share their successes and failures in the messy real-world application area of production software. They provide practical advice on multithreading techniques and visual effects used in popular visual effects ... Leer más

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Tackle the Challenges of Parallel Programming in the Visual Effects IndustryIn Multithreading for Visual Effects, developers from DreamWorks Animation, Pixar, Side Effects, Intel, and AMD share their successes and failures in the messy real-world application area of production software. They provide practical advice on multithreading techniques and visual effects used in popular visual effects
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Delphi High Performance

Build fast Delphi applications using concurrency, parallel programming and memory management

de Primož Gabrijelčič ...

Build fast, scalable, and high performing applications with DelphiKey FeaturesBuild efficient and concurrent applications in Delphi with focused examplesIdentify performance bottlenecks and apply the correct algorithm to increase the performance of applications.Delve into parallel programming and memory management to optimize your codeBook DescriptionDelphi is a cross-platform Integrated ... Leer más

$39.59 USD o gratis con Kobo Plus

Build fast, scalable, and high performing applications with DelphiKey FeaturesBuild efficient and concurrent applications in Delphi with focused examplesIdentify performance bottlenecks and apply the correct algorithm to increase the performance of applications.Delve into parallel programming and memory management to optimize your codeBook DescriptionDelphi is a cross-platform Integrated
... Leer más

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Recomendado para ti

eBooks de Programación paralela

從零開始寫 CUDA kernel

Achieving Real-Time in Distributed Computing: From Grids to Clouds

Mastering Swift

Bayes Theorem

Fortran 2018 with Parallel Programming

Rust High Performance

Parallel Iterative Algorithms

XeHE: an Intel GPU Accelerated Fully Homomorphic Encryption Library

C++ Programming Cookbook

Parallel Programming and Concurrency with C# 10 and .NET 6

Programming Phoenix 1.4

OpenCL Programming Guide

Ultimate Monorepo and Bazel for Building Apps at Scale

C++ Data Structures and Algorithms

Parallel Programming with Co-arrays

Ruby on Rails Background Jobs with Sidekiq

Mastering Concurrency Programming with Java 9, Second Edition

Asyncio From Ground Up

Go avancé

Learning Concurrency in Python

Parallel R

Parallel Python with Dask

Multithreading for Visual Effects

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