GPU Programming with C++ - MARK. BAAS
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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 techn ... Full description
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Description
- 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.
More Information
| Author | MARK. BAAS |
|---|---|
| Publisher | Amazon Digital Services LLC - Kdp |
| Release year | 2025 |
| Cover type | Softcover |
| EAN | 9798307917176 |