On the challenges in programming mixed-precision deep neural networks.
Ruizhe ZhaoWayne LukChao XiongXinyu NiuKuen Hung TsoiPublished in: MAPL@PLDI (2020)
Keyphrases
- neural network
- artificial neural networks
- fuzzy logic
- key issues
- pattern recognition
- high precision
- programming language
- lessons learned
- technical challenges
- precision and recall
- neural network model
- back propagation
- data mining
- open issues
- programming environment
- real world
- genetic algorithm
- multilayer perceptron
- neural nets
- learning rules
- average precision
- multi layer
- application scenarios
- development environment
- activation function
- network architecture
- operating system
- machine learning
- database
- website
- self organizing maps
- general purpose