Caching Hybrid Rotation: A Memory Access Optimization Method for CNN on FPGA.
Dong DongHongxu JiangXuekai WeiPublished in: J. Circuits Syst. Comput. (2023)
Keyphrases
- optimization method
- memory access
- data access
- access latency
- optimization algorithm
- access patterns
- genetic algorithm
- evolutionary algorithm
- hardware implementation
- simulated annealing
- memory management
- prefetching
- main memory
- shared memory
- differential evolution
- data management
- nelder mead simplex
- high volume
- cost function
- multi objective
- metaheuristic
- databases
- signal processing
- processing units
- external memory
- database applications
- optimization problems