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Question - Anyone Trained Retrieval Distributed Successfully? #710

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BrianMiner opened this issue Mar 18, 2024 · 0 comments
Open

Question - Anyone Trained Retrieval Distributed Successfully? #710

BrianMiner opened this issue Mar 18, 2024 · 0 comments

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@BrianMiner
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I am curious is anyone out here has successfully run a basic two tower retrieval model distributing using Horovod or any other method? I am seeing consistently poor results training in a distributed fashion and better with a single GPU (although not incredible). For the Horovod method I am sharding the interaction data across 8 GPUs. Has anyone seen good performance distributing this computation?
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@BrianMiner