GPU

 

GPU

GPU stands for Graphics Processing Unit. It is a specialized processor designed to handle the complex calculations required for rendering images, videos, and animations. Unlike the Central Processing Unit (CPU), which is a general-purpose processor, GPUs are optimized for parallel processing and can perform multiple calculations simultaneously.

The primary function of a GPU is to accelerate the creation of images and animations in video games, movies, and other digital media. However, GPUs are also used in other fields such as scientific research, machine learning, and artificial intelligence, where they can provide significant performance improvements over traditional CPUs.

In recent years, the use of GPUs has become increasingly common in the field of deep learning and neural networks, where they can be used to accelerate the training of complex models. This has led to the development of specialized GPUs designed specifically for these tasks, such as NVIDIA's Tesla and AMD's Radeon Instinct.