Accelerating Transformer-based Deep Learning Models on FPGAs using Column Balanced Block Pruning.
Hongwu PengShaoyi HuangTong GengAng LiWeiwen JiangHang LiuShusen WangCaiwen DingPublished in: ISQED (2021)
Keyphrases
- learning models
- loss function
- machine learning
- learning algorithm
- learning tasks
- semi supervised learning
- classification models
- fuzzy logic
- machine learning algorithms
- conditional random fields
- learning problems
- learning paradigms
- search space
- data mining
- image processing
- field programmable gate array
- machine learning models
- pairwise
- feature vectors
- semi supervised
- object recognition
- information retrieval