Installing CUDA and cuDNN

This part is essential if you want to leverage NVIDIA GPUs for deep learning. The CUDA toolkit is specially designed for GPU-accelerated applications, where the compiler is optimized for using math operations. In addition, the cuDNN library—short for CUDA Deep Neural Network library—is a library that accelerates deep learning routines such as convolutions, pooling, and activation on GPUs.