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GPU Programming with C++ by Mark Baas

GPU Programming with C++

by Mark Baas
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₹7,071.00
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Book cover type: Paperback
  • ISBN13: 9798307917176
  • Binding: Paperback
  • Subject: N/A
  • Publisher: Independently Published
  • Publisher Imprint: Independently Published
  • Publication Date:
  • Pages: 364
  • Original Price: USD 80.2
  • Language: English
  • Edition: N/A
  • Item Weight: 1166 grams
  • BISAC Subject(s): Languages / C++

GPU Programming with C++ covers both foundational concepts and cutting-edge applications in parallel computing. The book provides a thorough examination of GPU architecture, memory management, and optimization techniques essential for high-performance computing. It presents practical implementations across various domains, from scientific computing to artificial intelligence.

  • Advanced memory management techniques and optimization strategies for maximizing GPU performance through efficient resource utilization and algorithmic improvements.
  • In-depth coverage of parallel programming patterns, including data parallelism, task parallelism, and stream processing, for handling complex computational workloads.
  • Implementation of scientific computing applications, such as N-body simulations, Monte Carlo methods, and molecular dynamics simulations.
  • Practical approaches to machine learning and AI acceleration, focusing on neural network implementations and tensor operations.
  • Step-by-step guidance on graphics and visualization techniques, including ray tracing with RTX and real-time rendering methods.
  • Exploration of future trends in GPU computing, covering quantum integration, neuromorphic computing, and emerging programming models for next-generation architectures.

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