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How to share embeddings between an EmbeddingCollection and an EmbeddingBagCollection? #2268

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tiankongdeguiji opened this issue Aug 2, 2024 · 3 comments
Open

How to share embeddings between an EmbeddingCollection and an EmbeddingBagCollection? #2268

tiankongdeguiji opened this issue Aug 2, 2024 · 3 comments

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@tiankongdeguiji
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We aim to share embeddings between sparse features and sequence sparse features. For sparse features, we use EmbeddingBagCollection, and for sequence sparse features, we use EmbeddingCollection. Could you advise on how to effectively share embeddings between an EmbeddingCollection and an EmbeddingBagCollection?
@tiankongdeguiji
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Hi, @henrylhtsang @IvanKobzarev @joshuadeng @PaulZhang12 can you see this problem?

@PaulZhang12
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I don't believe this is something that is supported, feel free to create a prototype

@tiankongdeguiji
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I don't believe this is something that is supported, feel free to create a prototype

Thank you! I find this challenging because the states of ebc and ec are created and managed by fbgemm. Do you have any suggestions?

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@tiankongdeguiji @PaulZhang12