composer.datasets#
Natively supported datasets.
Functions
Builds an ADE20k dataloader. |
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Builds a CIFAR-10 dataloader with default transforms. |
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Builds an FFCV ImageNet dataloader. |
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Builds an ImageNet dataloader. |
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Builds a dataloader for a generic language modeling dataset. |
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Builds an MNIST dataloader. |
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Builds a synthetic ADE20k dataloader. |
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Builds a synthetic CIFAR-10 dataset for debugging or profiling. |
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Builds a synthetic ImageNet dataloader. |
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Builds a synthetic dataloader for a generic language modeling dataset. |
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Builds a synthetic MNIST dataset. |
Classes
PyTorch Dataset for ADE20k. |
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Builds a streaming, sharded, sized |
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PyTorch Dataset for the COCO dataset. |
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Implementation of the ADE20k dataset using StreamingDataset. |
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Implementation of the C4 (Colossal Cleaned Common Crawl) dataset using StreamingDataset. |
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Implementation of the CIFAR10 dataset using StreamingDataset. |
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Implementation of the COCO dataset using StreamingDataset. |
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Implementation of the ImageNet1k dataset using StreamingDataset. |
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Emulates a dataset of provided size and shape. |
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Defines the class label type of the synthetic data. |
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Defines the distribution of the synthetic data. |
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Similar to |