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11/16/2022
XRBench: An Extended Reality (XR) Machine Learning Benchmark Suite for the Metaverse
Real-time multi-model multi-task (MMMT) workloads, a new form of deep le...
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03/28/2022
Learning to Collide: Recommendation System Model Compression with Learned Hash Functions
A key characteristic of deep recommendation models is the immense memory...
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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
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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03/20/2020