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Pytorch domain library for recommendation systems

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Summary: For test_concat, the first values should be from [0:3] given representation ``` # f0 [] [1 2] [] [3] # f1 [4] [5] [] [6 7 8] # f2...

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Differential Revision: D62699600

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Summary: # Problem `EmbeddingTableType` is introduced recently for ZCH. There are two same definitions of `EmbeddingTableType` * one is defined in [torchrec/fb/distributed/sparsenn_configs.py](https://www.internalfb.com/code/fbsource/[3a83814d95f27eec3bf425d468a5234d6ca8a381]/fbcode/torchrec/fb/distributed/sparsenn_configs.py?lines=110) * The other is defined in [minimal_viable_ai/core/model_family_api/configs.py](https://www.internalfb.com/code/fbsource/[bbe727e13ae251889c5df57b58f2cbc05675662e]/fbcode/minimal_viable_ai/core/model_family_api/configs.py?lines=76) **Problem...

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Summary: For DTensor based gradient clipping, in the 2D or nD parallelism case we don't know the specific dimension for FSDP, to avoid potential accuracy issue, we always do global...

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Summary: X-link: https://github.com/pytorch/pytorch/pull/135653 We introduced the dispatchable backend for a ProcessGroup and collective in https://github.com/pytorch/pytorch/issues/86225. This PR is a follow-up cleanup to clean up the option of a ProcessGroup and...

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This is an example of how we can hide content in .rst files that we don't want to expose yet. We can hide the APIs that we don't want to...

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Differential Revision: D62539188

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Summary: as per title Reviewed By: TroyGarden Differential Revision: D62321012

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Have you planned a method similar to the feature column in tf?

Summary: ^ Differential Revision: D62063705

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