Throughput Prediction of Asynchronous SGD in TensorFlow.

Zhuojin Li Wumo Yan Marco Paolieri Leana Golubchik

Published in: CoRR (2019)

Keyphrases

prediction accuracy
response time
prediction model
prediction algorithm
least squares
computational complexity
regression model
prediction error
predictive model
stochastic gradient descent
asynchronous circuits
asynchronous communication