In many situations with very large training data files a better approach is to write a streaming data loader that reads data into a memory buffer, serves data from the buffer, reloading the buffer ...

PyTorch 1.10 is production ready, with a rich ecosystem of tools and libraries for deep learning, computer vision, natural language processing, and more. Here's how to get started with PyTorch.