Accelerated CNN Training through Gradient Approximation.

Sree Harsha Nelaturu Ziheng Wang Saman P. Amarasinghe

Published in: EMC2@HPCA/CVPR/ISCA (2019)

Keyphrases

training process
test set
training algorithm
gradient direction
training samples
error bounds
training phase
approximation algorithms
weighted sums
computer software
cellular neural networks
piecewise constant
neural network
edge detection
special case
training set
bayesian networks
decision trees