Tensor Trends

PyTorch Lightning is a deep learning framework designed for professional AI researchers and machine learning engineers who require maximum flexibility without sacrificing performance at scale. It offers a structured API that makes it easy to manage the code and training loop for deep learning models, and scales the models without the usual boilerplate. The framework allows users to focus on research instead of engineering, speeding up the training of PyTorch models and resulting in huge cost savings. PyTorch Lightning has become one of the most widely used deep learning frameworks in the world, and its LightningModule provides a structure for research code. The Lightning API offers the same functionality as raw PyTorch, but in a more structured and streamlined manner. Lightning evolves with the user's projects, from idea to paper or production. In summary, PyTorch Lightning is a popular, lightweight PyTorch wrapper that simplifies the management of deep learning models and scales them without requiring an excessive amount of code.