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| """The data package defines the full data pipeline. | |
| We provide dataset implementations in the `datasets` submodule that return a | |
| common data format `DictData`. This data format is used by the pre-processing | |
| functions in the submodule `transforms`. The preprocessing functions are | |
| composed with the datasets in `DataPipe`. Optionally, a reference view sampler | |
| can be added here. The `DataPipe` is input to `torch.data.DataLoader`, for | |
| which we provide utility functions for instantiation that handle also | |
| batch-wise preprocessing and batch collation. | |
| """ | |