CUDA Errors and Solutions

CUDA is a parallel computing model created by Nvidia to assist the usage of GPU. It is widely used in the training of deep-learning models. It greatly speed up the computation in model training compared with its CPU-based counterpart. However we might encouter problems when using it, and here is a summarization of some common problems and the solutions. Please note that this post is not emphasizing on the installation of CUDA.