PyTorch is an optimized tensor computation library that supports automatic differentiation and is designed to accelerate deep learning research and production on both GPUs and CPUs. Built with flexibility and performance in mind, PyTorch provides a dynamic computational graph and a rich ecosystem of tools for building and deploying deep learning models.