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122743484
CUDA C++ Debugging: Safer GPU Kernel Programming (C++ LLM Coding on CPU and GPU)
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Artikel #:
122743484
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Podrobnosti produkta
- This book covers CUDA C++ programming tools and techniques for safely running GPU kernels in the NVIDIA CUDA C++ environment, with coverage from beginner to advanced. Improve reliability without sacrificing performance and reduce development time by finding, fixing, and forgetting GPU coding errors.Main Topics:- Debugging techniques for CUDA C++ kernels- Safely run CUDA C++ kernels without losing speed- Common CUDA C++ bugs from beginner to advanced- CUDA tools for debugging and memory checking- Shaking out more bugs with self-testing code- Tolerating and recovering from errors- Prevention of bugs with resilient codingTable of Contents:Part I: Introduction1. CUDA Introduction2. Debugging Hello World3. CUDA for C++ Programmers4. CUDA Emulation5. Debugging Simple KernelsPart II: Debugging CUDA C++6. Debugging Strategies7. CUDA Debugging Tools8. Error Checking9. Sticky Errors10. GPU Kernel Debugging11. Basic CUDA C++ Bugs12. Advanced CUDA BugsPart III: Advanced CUDA Debugging13. Self-Testing Code14. Assertions15. Debug Wrapper Functions16. Debug Tracing17. CUDA PortabilityAppendix: CUDA Puzzles
| Publisher | Independently published |
| Publication date | October 13, 2024 |
| Language | English |
| Print length | 210 pages |
| ISBN-13 | 979-8343064841 |
| Item Weight | 13.3 ounces (377.06 grams) |
| Dimensions | 6 x 0.48 x 9 inches (15.2 x 1.2 x 22.9 cm) |
| Book 3 of 5 | C++ LLM Coding on CPU and GPU |
OPIS IZDELKA
CUDA C++ Debugging: Safer GPU Kernel Programming (C++ LLM Coding on CPU and GPU)
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