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07/08/2021
First-Generation Inference Accelerator Deployment at Facebook
In this paper, we provide a deep dive into the deployment of inference a...
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04/12/2021
Software-Hardware Co-design for Fast and Scalable Training of Deep Learning Recommendation Models
Deep learning recommendation models (DLRMs) are used across many busines...
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10/17/2020
Check-N-Run: A Checkpointing System for Training Recommendation Models
Checkpoints play an important role in training recommendation systems at...
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05/10/2019