Efficient N:M Sparse DNN Training Using Algorithm, Architecture, and Dataflow Co-Design.
Chao FangWei SunAojun ZhouZhongfeng WangPublished in: IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. (2024)
Keyphrases
- single pass
- detection algorithm
- computationally efficient
- cost function
- experimental evaluation
- matching algorithm
- optimal solution
- highly efficient
- significant improvement
- training process
- worst case
- np hard
- high efficiency
- similarity measure
- learning algorithm
- training algorithm
- reduced set
- pruning strategy
- genetic algorithm
- hardware implementation
- segmentation algorithm
- simulated annealing
- high accuracy
- probabilistic model
- hidden markov models
- search space
- video sequences