Benanza: Automatic μBenchmark Generation to Compute "Lower-bound" Latency and Inform Optimizations of Deep Learning Models on GPUs.
Cheng LiAbdul DakkakJinjun XiongWen-Mei HwuPublished in: IPDPS (2020)
Keyphrases
- learning models
- lower bound
- learning algorithm
- upper bound
- machine learning
- loss function
- semi supervised learning
- learning tasks
- classification models
- optimal solution
- machine learning algorithms
- concept classes
- learning problems
- sample complexity
- sparse metric learning
- machine learning models
- conditional random fields
- objective function
- text categorization
- decision trees
- unlabeled data
- data mining
- image processing
- text classification
- supervised learning
- information extraction
- learning process