Performance analysis and optimization for scalable deployment of deep learning models for country-scale settlement mapping on Titan supercomputer.
Kuldeep R. KurteJibonananda SanyalAnne BerresDalton D. LungaMark ColettiHsiuhan Lexie YangDaniel GravesBenjamin LiebersohnAmy N. RosePublished in: Concurr. Comput. Pract. Exp. (2019)
Keyphrases
- learning models
- loss function
- learning algorithm
- semi supervised learning
- optimization algorithm
- conditional random fields
- learning tasks
- classification models
- machine learning
- machine learning algorithms
- learning problems
- learning paradigms
- machine learning models
- optimization method
- generative model
- object recognition
- image processing
- genetic algorithm