Adaptable Butterfly Accelerator for Attention-based NNs via Hardware and Algorithm Co-design.
Hongxiang FanThomas Chun-Pong ChauStylianos I. VenierisRoyson LeeAlexandros KourisWayne LukNicholas D. LaneMohamed S. AbdelfattahPublished in: CoRR (2022)
Keyphrases
- experimental evaluation
- learning algorithm
- detection algorithm
- optimization algorithm
- expectation maximization
- linear programming
- high accuracy
- dynamic programming
- k means
- preprocessing
- optimal solution
- support vector machine svm
- image processing algorithms
- times faster
- np hard
- computational complexity
- worst case
- computational cost
- low cost
- objective function
- image segmentation
- neural network
- clustering method
- nearest neighbour
- graphics processing units
- hardware architecture