TLP: A Deep Learning-based Cost Model for Tensor Program Tuning.
Yi ZhaiYu ZhangShuo LiuXiaomeng ChuJie PengJianmin JiYanyong ZhangPublished in: CoRR (2022)
Keyphrases
- cost model
- deep learning
- query optimization
- complex queries
- unsupervised learning
- unsupervised feature learning
- query processing
- machine learning
- higher order
- range queries
- weakly supervised
- regular expressions
- mental models
- database systems
- data analysis
- dimensionality reduction
- multi dimensional
- bayesian networks
- database management systems
- information retrieval
- data mining
- databases