ViTCoD: Vision Transformer Acceleration via Dedicated Algorithm and Accelerator Co-Design.
Haoran YouZhanyi SunHuihong ShiZhongzhi YuYang ZhaoYongan ZhangChaojian LiBaopu LiYingyan LinPublished in: HPCA (2023)
Keyphrases
- optimization algorithm
- learning algorithm
- real time
- improved algorithm
- times faster
- detection algorithm
- computationally efficient
- np hard
- parallel implementation
- experimental evaluation
- search space
- computer vision
- preprocessing
- optimal solution
- particle swarm optimization
- estimation algorithm
- convex hull
- objective function
- linear programming
- high accuracy
- k means
- significant improvement
- cost function
- dynamic programming
- image processing
- recognition algorithm
- decision trees
- tree structure
- face recognition
- scheduling problem
- segmentation algorithm
- video sequences
- expectation maximization
- artificial neural networks
- vision system
- computational cost
- probabilistic model