DeftNN: addressing bottlenecks for DNN execution on GPUs via synapse vector elimination and near-compute data fission.
Parker HillAnimesh JainMason HillBabak ZamiraiChang-Hong HsuMichael A. LaurenzanoScott A. MahlkeLingjia TangJason MarsPublished in: MICRO (2017)
Keyphrases
- database
- complex data
- high quality
- data processing
- general purpose
- image data
- computational power
- synthetic data
- data collection
- data quality
- raw data
- probability distribution
- data analysis
- statistical analysis
- original data
- input data
- data distribution
- experimental data
- data mining techniques
- knowledge discovery
- association rules
- data structure
- social networks