Adaptable Butterfly Accelerator for Attention-based NNs via Hardware and Algorithm Co-design.
Hongxiang FanThomas ChauStylianos I. VenierisRoyson LeeAlexandros KourisWayne LukNicholas D. LaneMohamed S. AbdelfattahPublished in: MICRO (2022)
Keyphrases
- times faster
- probabilistic model
- parallel implementation
- experimental evaluation
- high accuracy
- computational cost
- k means
- recognition algorithm
- neural network
- matching algorithm
- search space
- hardware implementation
- objective function
- learning algorithm
- significant improvement
- low cost
- simulated annealing
- clustering method
- segmentation algorithm
- real time
- neural network training
- optimization algorithm
- computer systems
- particle swarm optimization
- linear programming
- worst case
- nearest neighbor
- dynamic programming
- preprocessing
- data structure
- image processing