CPSAA: Accelerating Sparse Attention using Crossbar-based Processing-In-Memory Architecture.
Huize LiHai JinLong ZhengYu HuangXiaofei LiaoDan ChenZhuohui DuanCong LiuJiahong XuChuangyi GuiPublished in: CoRR (2022)
Keyphrases
- processing elements
- real time
- memory management
- associative memory
- computational power
- random access
- parallel architecture
- distributed processing
- management system
- memory access
- processing units
- high dimensional
- hardware implementation
- memory usage
- data sets
- sparse data
- data flow
- main memory
- software architecture
- data acquisition
- multi layer
- memory requirements
- limited memory
- parallel computers
- information processing
- data processing
- memory hierarchy