activity
20172022
most citedAccelerating Physics-Based Simulations Using Neural Network Proxies: An Application in Oil Reservoir Modeling

38 citations · 63 across the 7 of their papers we have counts for

collaborators
Showing cs.DCShow all

1 paper · 1 filter

cs.DC2018★ 18 cited

MXNET-MPI: Embedding MPI parallelism in Parameter Server Task Model for scaling Deep Learning

Amith R Mamidala, Georgios Kollias, Chris Ward +1

Existing Deep Learning frameworks exclusively use either Parameter Server(PS) approach or MPI parallelism. In this paper, we discuss the drawbacks of such approaches and propose a…