PIM-DL: Boosting DNN Inference on Digital Processing In-Memory Architectures via Data Layout Optimizations.
Minxuan ZhouGuoyang ChenMohsen ImaniSaransh GuptaWeifeng ZhangTajana RosingPublished in: PACT (2021)
Keyphrases
- data sets
- computational power
- data processing
- raw data
- data collection
- database
- limited memory
- data acquisition
- synthetic data
- data points
- image data
- incoming data
- digital data
- memory space
- data quality
- knowledge discovery
- probability distribution
- probabilistic model
- data sources
- data structure
- training data
- real time
- end users
- missing data
- spatial data
- prior knowledge
- memory requirements
- feature selection
- databases