TAPS: Topology-Aware Intra-Operator Parallelism Strategy Searching Algorithm for Deep Neural Networks.
Peng LiangHao ZhengTeng SuLinbo QiaoDongsheng LiPublished in: CoRR (2023)
Keyphrases
- neural network
- experimental evaluation
- learning algorithm
- optimization algorithm
- k means
- selection algorithm
- optimal solution
- computational complexity
- preprocessing
- significant improvement
- np hard
- detection algorithm
- worst case
- search strategy
- times faster
- segmentation algorithm
- expectation maximization
- computational cost
- delaunay triangulation
- multi objective
- objective function
- lower bound
- pattern recognition
- hardware implementation
- recognition algorithm
- greedy strategy
- simulated annealing
- probabilistic model
- bayesian networks
- dynamic programming
- artificial neural networks