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03/26/2023
An Evaluation of Memory Optimization Methods for Training Neural Networks
As models continue to grow in size, the development of memory optimizati...
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06/22/2022
GACT: Activation Compressed Training for General Architectures
Training large neural network (NN) models requires extensive memory reso...
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05/05/2022
Leveraging Application Data Constraints to Optimize Database-Backed Web Applications
Exploiting the relationships among data, such as primary and foreign key...
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04/25/2022
Long-run User Value Optimization in Recommender Systems through Content Creation Modeling
Content recommender systems are generally adept at maximizing immediate ...
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03/05/2020