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cs.LG2023
MKOR: Momentum-Enabled Kronecker-Factor-Based Optimizer Using Rank-1 Updates
Mohammad Mozaffari, Sikan Li, Zhao Zhang +1
This work proposes a Momentum-Enabled Kronecker-Factor-Based Optimizer Using Rank-1 updates, called MKOR, that improves the training time and convergence properties of deep neural…
cs.DC2023
A Framework for Fine-Grained Synchronization of Dependent GPU Kernels
Abhinav Jangda, Saeed Maleki, Maryam Mehri Dehnavi +2
Machine Learning (ML) models execute several parallel computations including Generalized Matrix Multiplication, Convolution, Dropout, etc. These computations are commonly executed…