Accelerated Game of Life with CUDA / Triton
3 days ago
- #Conway's Game of Life
- #GPU
- #Performance Optimization
- Implementation of Conway's Game of Life using GPU acceleration.
- Comparison of different libraries and techniques for performance optimization.
- Theoretical performance limit based on GPU memory bandwidth.
- Performance benchmarks using Pytorch, CUDA, and Triton.
- Optimization strategies including block size tuning and bitpacking.
- Results showing significant performance improvements with bitpacked CUDA kernels.
- Final performance comparison table of all tested methods.
- Conclusion on the effectiveness of CUDA versus Triton for this workload.