PyTorch

PyTorch is a deep learning platform that paves a reliable path for users starting from prototyping and right up to production deployment. The tool hosts a range of key features and capabilities such as a Hybrid Front-End that transitions between different modes and Distributed Training which is scalable and delivers performance optimization in research and production. With a Python-First approach, developers can realize deep integration into Python with popular libraries and packages that help to easily write neural networks. PyTorch comes with a rich ecosystem of tools and libraries that support development in computer vision, NLP and more. Developers can quickly set up and integrate Pytorch with leading cloud platforms and machine learning services such as AWS, Google Cloud Platform, and Microsoft Azure. The rich ecosystem of libraries includes Glow - an ML compiler for the accelerated performance of deep learning frameworks, and Pytorch Geometic - a deep learning library of irregular input data such as graphs, point clouds, and more.