Pytorch reference

Refer to main/pytorch_reference for code examples.

PyTorch data model

• several data sources can be made into a PyTorch Dataset object
• an item is (possibly transformed and) prepared in __getitem__ method
• a collate function will construct a batch
• finally, DataLoader wraps over a Dataset and emits batches of data