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: CoRR (2019)
Keyphrases
- learning models
- lower bound
- upper bound
- machine learning
- learning tasks
- loss function
- learning algorithm
- semi supervised learning
- machine learning algorithms
- learning problems
- machine learning models
- optimal solution
- classification models
- data sets
- objective function
- support vector
- pairwise
- bayesian networks
- information retrieval
- sample complexity
- concept classes
- sparse metric learning