Characterizing concurrency mechanisms for NVIDIA GPUs under deep learning workloads.
Guin GilmanRobert J. WallsPublished in: Perform. Evaluation (2021)
Keyphrases
- deep learning
- database systems
- graphics processing units
- transaction processing
- unsupervised learning
- graphics hardware
- unsupervised feature learning
- machine learning
- gpu implementation
- mental models
- graphics processors
- general purpose
- parallel processing
- weakly supervised
- parallel implementation
- higher order
- co occurrence
- viewpoint
- clustering algorithm
- deep architectures
- computer vision