A specialized chip designed for high-performance parallel processing, the GPU is highly adaptable for executing machine learning and deep learning algorithms. Initially developed to efficiently handle the parallel processing of value arrays in computer graphics, modern-day GPUs have been optimized specifically for machine learning tasks.