The Hardware Revolution

The 2010s brought advances in both algorithms and computer hardware, enabling efficient training of deep neural networks with many layers.

By 2019, GPUs with AI-specific enhancements displaced CPUs as the dominant method for training large-scale commercial cloud AI

Source: [Deep Learning Wikipedia](https://en.wikipedia.org/wiki/Deep_learning)