Listing 2: A Streaming Data Loader Example # stream_loader_demo.py # a Dataset cannot handle files that are too big for memory # an IterableDataset does not allow shuffle in DataLoader # PyTorch 1.8.0 ...

The Data Science Lab. How To: Create a Streaming Data Loader for PyTorch. When training data won't fit into machine memory, a streaming data loader using an internal memory buffer can help. Dr. James ...