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模型太大如何用easyrec保存不带embedding并在serving的时候直接输入embedding的模型? #451

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supercocoa opened this issue Jan 29, 2024 · 1 comment

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@supercocoa
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模型训练时输入是userId/ItemId这些特征,训练好后模型很大,想把训练好的模型里把Embedding层单独拿出来存Redis,然后推理的时候从redis查询embedding后直接给模型serving推理,这个用easyrec如何实现导出这样的模型?
参考:embedding层单独拿出来存Redis,Redis放不下就可以放Hbase

@chengmengli06
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Will add a document on this, but redis is not efficient, we are developing a new embedding server.

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