TASO: Time and Space Optimization for Memory-Constrained DNN Inference.
Yuan WenAndrew AndersonValentin RaduMichael F. P. O'BoyleDavid GreggPublished in: CoRR (2020)
Keyphrases
- optimization algorithm
- optimization problems
- concave convex procedure
- global optimization
- optimization method
- search space
- data sets
- optimization process
- dual decomposition
- space time
- memory requirements
- higher dimensional
- neural network
- lagrange multipliers
- computing power
- design space
- inference engine
- constrained optimization
- bayesian networks
- low dimensional
- search algorithm
- probability distribution