What is Graphics Proccessor Unit (GPU)?
A Graphics Processing Unit (GPU) is a specialized electronic circuit that is designed to handle and accelerate the processing of complex graphics and parallel computations. In the context of generative AI, GPUs have become a vital component for training and running deep learning models.The architecture of a GPU is optimized for parallel processing, with thousands of cores that can execute multiple tasks simultaneously. This parallelism is crucial for handling the large-scale matrix operations and computations involved in training deep neural networks, which are the backbone of generative AI models. Compared to traditional Central Processing Units (CPUs), GPUs excel at executing repetitive and computationally intensive operations in parallel, making them highly efficient for training and inference in generative AI.Related terms
Not to be confused with:
Back to glossary


