TorchData enhances PyTorch’s data loading infrastructure with a stateful DataLoader that supports mid-epoch checkpointing via load_state_dict and state_dict methods. It also provides torchdata.nodes, a library of composable iterators for chaining dataloading and preprocessing operations in a streaming programming model. These tools are designed to make data pipelines scalable and performant for machine learning workflows.