Appendix A

It is interesting to note that neither NVIDIA or AMD identify itself as a GPU manufacturing company. In fact, NVIDIA identifies itself as an AI computing company, whereas AMD calls itself a semiconductor company. In the first chapter, we looked at various examples in diverse research areas to understand how GPUs empower science and AI. Let's revisit that perspective in terms of GPU-accelerated Python for AI computing. Through three specific examples in AI research, we’ll explore different endeavors to perform computational problem solving by deploying AI.