QuadraLib: A Performant Quadratic Neural Network Library for Architecture Optimization and Design Exploration.
Zirui XuFuxun YuJinjun XiongXiang ChenPublished in: MLSys (2022)
Keyphrases
- neural network
- software architecture
- optimal design
- design principles
- design space exploration
- network architecture
- associative memory
- pattern recognition
- artificial neural networks
- design goals
- hardware design
- design considerations
- real time
- design tools
- optimization process
- back propagation
- design process
- design procedure
- user interface
- distributed architecture
- architectural design
- optimum design
- design space
- design methodology
- neural nets
- global optimization
- optimization algorithm
- optimization problems
- case study
- genetic algorithm