22 citations · 22 across the 1 of their papers we have counts for
2 papers
cs.NE2018
SqueezeNext: Hardware-Aware Neural Network Design
Amir Gholami, Kiseok Kwon, Bichen Wu +5
One of the main barriers for deploying neural networks on embedded systems has been large memory and power consumption of existing neural networks. In this work, we introduce Squee…
cs.DC2017★ 22 cited
Hemingway: Modeling Distributed Optimization Algorithms
Xinghao Pan, Shivaram Venkataraman, Zizheng Tai +1
Distributed optimization algorithms are widely used in many industrial machine learning applications. However choosing the appropriate algorithm and cluster size is often difficult…