Brief Announcement: On the Limits of Parallelizing Convolutional Neural Networks on GPUs.
Behnam PourghassemiChenghao ZhangJoo Hwan LeeAparna ChandramowlishwaranPublished in: CoRR (2020)
Keyphrases
- convolutional neural networks
- parallel processing
- convolutional network
- general purpose
- databases
- facial landmark localization
- database
- database systems
- parallel programming
- information retrieval
- face recognition
- information systems
- computational power
- parallel computing
- graphics processing units
- distributed memory
- parallel architectures
- gpu implementation
- machine learning