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02/24/2022
BagPipe: Accelerating Deep Recommendation Model Training
Deep learning based recommendation models (DLRM) are widely used in seve...
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02/28/2021
On the Utility of Gradient Compression in Distributed Training Systems
Rapid growth in data sets and the scale of neural network architectures ...
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02/02/2021
AutoFreeze: Automatically Freezing Model Blocks to Accelerate Fine-tuning
With the rapid adoption of machine learning (ML), a number of domains no...
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07/09/2020
