An Efficient Training Accelerator for Transformers With Hardware-Algorithm Co-Optimization.
Haikuo ShaoJinming LuMeiqi WangZhongfeng WangPublished in: IEEE Trans. Very Large Scale Integr. Syst. (2023)
Keyphrases
- optimization algorithm
- preprocessing
- optimization method
- detection algorithm
- experimental evaluation
- learning algorithm
- k means
- computationally efficient
- real time
- expectation maximization
- stochastic gradient
- parallel implementation
- training algorithm
- recognition algorithm
- matching algorithm
- objective function
- low cost
- dynamic programming
- significant improvement
- computational complexity
- hardware implementation
- particle swarm optimization
- segmentation algorithm
- high accuracy
- supervised learning
- global optimization
- improved algorithm
- image segmentation
- optimization model
- neural network