composer.datasets

Natively supported datasets.

Classes

ADE20k	PyTorch Dataset for ADE20k.
C4Dataset	Builds a streaming, sharded, sized torch.utils.data.IterableDataset for the C4 (Colossal Cleaned Common Crawl) dataset.
COCODetection	PyTorch Dataset for the COCO dataset.
PytTrain
PytVal
StreamingADE20k	Implementation of the ADE20k dataset using StreamingDataset.
StreamingC4	Implementation of the C4 (Colossal Cleaned Common Crawl) dataset using StreamingDataset.
StreamingCIFAR10	Implementation of the CIFAR10 dataset using StreamingDataset.
StreamingCOCO	Implementation of the COCO dataset using StreamingDataset.
StreamingImageNet1k	Implementation of the ImageNet1k dataset using StreamingDataset.
SyntheticBatchPairDataset	Emulates a dataset of provided size and shape.
SyntheticDataLabelType	Defines the class label type of the synthetic data.
SyntheticDataType	Defines the distribution of the synthetic data.
SyntheticPILDataset	Similar to SyntheticBatchPairDataset, but yields samples of type Image and supports dataset transformations.