ApproxTrain: Fast Simulation of Approximate Multipliers for DNN Training and Inference.
Jing GongHassaan SaadatHasindu GamaarachchiHaris JavaidXiaobo Sharon HuSri ParameswaranPublished in: IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. (2023)
Keyphrases
- expert systems
- training process
- training data
- inference in graphical models
- training set
- simulation models
- simulation model
- message passing
- probabilistic inference
- inference process
- training phase
- training algorithm
- bayesian inference
- numerical simulations
- training examples
- training samples
- approximate inference
- simulation environment
- bayesian networks