HeadStart: Enforcing Optimal Inceptions in Pruning Deep Neural Networks for Efficient Inference on GPGPUs.

Ning Lin Hang Lu Xin Wei Xiaowei Li

Published in: DAC (2019)

Keyphrases

efficient inference
neural network
conditional random fields
worst case
probabilistic inference
artificial neural networks
markov random field
neural nets
graph structure
approximate inference
fully connected
optimal solution
prior knowledge
dynamic programming
approximation algorithms