ApproxTrain: Fast Simulation of Approximate Multipliers for DNN Training and Inference.
Jing GongHassaan SaadatHasindu GamaarachchiHaris JavaidXiaobo Sharon HuSri ParameswaranPublished in: CoRR (2022)
Keyphrases
- training process
- structured prediction
- stochastic simulation
- training data
- bayesian networks
- expert systems
- test set
- simulation model
- random fields
- probabilistic inference
- supervised learning
- neural network
- belief networks
- numerical simulations
- integer programming
- back propagation
- bayesian inference
- simulation environment
- training set
- learning algorithm