DNNAbacus: Toward Accurate Computational Cost Prediction for Deep Neural Networks.
Lu BaiWeixing JiQinyuan LiXilai YaoWei XinWanyi ZhuPublished in: CoRR (2022)
Keyphrases
- neural network
- computational cost
- prediction accuracy
- artificial neural networks to predict
- prediction model
- genetic algorithm
- neural network ensemble
- pattern recognition
- high quality
- computationally efficient
- high accuracy
- feed forward
- prediction algorithm
- neural nets
- decision making
- fuzzy logic
- back propagation
- neural network model
- artificial neural networks
- highly accurate
- training process
- machine learning
- search engine
- feature selection
- deep learning
- radial basis function network
- multi layer perceptron
- fuzzy neural network
- social networks
- data mining
- regression model
- real time