Balancing memory-accessing and computing over sparse DNN accelerator via efficient data packaging.
Miao WangXiaoya FanWei ZhangTing ZhuTengteng YaoHui DingDanghui WangPublished in: J. Syst. Archit. (2021)
Keyphrases
- data sets
- high quality
- data analysis
- training data
- synthetic data
- image data
- data processing
- limited memory
- computing power
- sparse data
- statistical analysis
- data collection
- computer systems
- small number
- end users
- prior knowledge
- database
- high speed
- high dimensional data
- data distribution
- network structure
- training process
- data transfer
- data sources
- memory space
- databases
- storage devices