Theory

NGC (NVIDIA GPU Cloud) Containers:NGC is a repository provided by NVIDIA of pre-configured, optimized Docker containers specific to AI, machine learning, deep learning, and high-performance computing applications. Containers are developed to run on systems with NVIDIA GPUs, and these greatly improve high-performance workloads and faster computations. Thus, the NGC containers can be optimized for deep learning frameworks like TensorFlow and PyTorch and others. No need to set up frameworks as NGC containers got them ready to use.