Google Neural Network Models for Edge Devices: Analyzing and Mitigating Machine Learning Inference Bottlenecks.
Amirali BoroumandSaugata GhoseBerkin AkinRavi NarayanaswamiGeraldo F. OliveiraXiaoyu MaEric ShiuOnur MutluPublished in: CoRR (2021)
Keyphrases
- neural network model
- machine learning
- neural network
- bayesian models
- artificial neural networks
- rbf neural network
- edge detection
- bp neural network
- search engine
- input variables
- machine learning methods
- network architecture
- machine learning algorithms
- probabilistic inference
- neural models
- mobile devices
- information extraction
- bayesian networks
- multi layer perceptron
- multilayer perceptron
- growing neural gas
- decision trees
- website
- web pages
- feature selection
- data mining
- model selection
- text classification
- bayesian inference
- support vector
- learning tasks
- risk management
- long term
- smart phones