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Add distributed reading service dataloader2 train loop #863

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Add distributed reading service dataloader2 train loop #863

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Commits on Oct 25, 2022

  1. Add distributed reading service dataloader2 train loop (pytorch#863) 

    Summary:
Pull Request resolved: pytorch#863

* Add the uscase of DataLoader2 with the distributed reading service with the train loop. We plan to have
 the examples to showcase the advantages:
(1) The usage of the DLv2 with popular open source dataset.
(2) Integrate datasets/datapipes with different reading service.
(3) Datapipe manipulation for example batch, collate, map.
(4) Dist usage and examples with features such as sharding_filter for the sharding feature.
(5) Eventually add those examples to the pytorch tutorials.

Reviewed By: ejguan

Differential Revision: D40320257

fbshipit-source-id: 44feda057c84f6b208a229522585c41121740963
    @dahsh @facebook-github-bot
    dahsh authored and facebook-github-bot committed Oct 25, 2022
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