A Model-Based Approach to Streamlining Distributed Training for Asynchronous SGD.
Sung-Han LinMarco PaolieriCheng-Fu ChouLeana GolubchikPublished in: MASCOTS (2018)
Keyphrases
- stochastic gradient descent
- cooperative
- distributed systems
- fault tolerant
- distributed environment
- distributed constraint satisfaction
- training phase
- training examples
- training set
- training algorithm
- asynchronous communication
- supervised learning
- least squares
- multi class
- artificial neural networks
- computer networks
- training process
- search algorithm
- distributed data
- multi agent
- distributed constraint satisfaction problems
- learning algorithm