MEM-OPT: A Scheduling and Data Re-Use System to Optimize On-Chip Memory Usage for CNNs On-Board FPGAs.
Gianmarco DinelliGabriele MeoniEmilio RapuanoTommaso PaciniLuca FanucciPublished in: IEEE J. Emerg. Sel. Topics Circuits Syst. (2020)
Keyphrases
- memory usage
- data sets
- raw data
- high quality
- image data
- data collection
- data sources
- prior knowledge
- training data
- data analysis
- memory footprint
- synthetic data
- input data
- low cost
- data points
- probability distribution
- database
- data structure
- statistical analysis
- experimental data
- data distribution
- data quality
- image processing
- end users