research
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04/19/2023
MTrainS: Improving DLRM training efficiency using heterogeneous memories
Recommendation models are very large, requiring terabytes (TB) of memory...
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research
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01/19/2022
Building a Performance Model for Deep Learning Recommendation Model Training on GPUs
We devise a performance model for GPU training of Deep Learning Recommen...
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10/21/2021
Supporting Massive DLRM Inference Through Software Defined Memory
Deep Learning Recommendation Models (DLRM) are widespread, account for a...
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04/12/2021