Aussie AI

CUDA C++ Optimization Book

Book Excerpt from "CUDA C++ Optimization: Coding Faster GPU Kernels"

by David Spuler

CUDA C++ Optimization Book

Table of Contents

1. Parallel Programming

2. Optimizing CUDA Programs

3. Vectorization

4. AI Kernel Optimization

5. CUDA Profiling Tools

6. Compilers and Optimizers

7. Timing CUDA C++ Programs

8. CUDA Memory Optimizations

9. Coalescing and Striding

10. Data Transfer Optimizations

11. Heap Memory Allocation

12. Compute Optimizations

13. Warp Divergence

14. Grid Optimizations

15. Compile-Time Optimizations

16. Arithmetic Optimizations

17. Floating-Point Bit Tricks

18. Advanced CUDA Techniques

Appendix: CUDA C++ Slugs

Bonus Materials

CUDA C++ Optimization Book:

• Online: Table of Contents

• PDF: Free PDF book download

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CUDA C++ Optimization

The new CUDA C++ Optimization book:

Faster CUDA C++ kernels
Optimization tools & techniques
Compute optimization
Memory optimization

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