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05/25/2023
Automated Tensor Model Parallelism with Overlapped Communication for Efficient Foundation Model Training
Deep learning is experiencing a rise in foundation models that are expec...
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06/10/2022
Merak: An Efficient Distributed DNN Training Framework with Automated 3D Parallelism for Giant Foundation Models
Foundation models are becoming the dominant deep learning technologies. ...
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10/05/2021
S2 Reducer: High-Performance Sparse Communication to Accelerate Distributed Deep Learning
Distributed stochastic gradient descent (SGD) approach has been widely u...
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09/11/2018
