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Trying to shard big embedding tables in multiple devices paying attention to the communication aspects of parallel inference

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Sharding Strategies for Exploiting Locality in Embedding Tables

Work done for my Master Thesis at University of Padua.

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Trying to shard big embedding tables in multiple devices paying attention to the communication aspects of parallel inference

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