Structured and tiled-based pruning of Deep Learning models targeting FPGA implementations.
Lizeth Gonzalez-CarabarinAlexandre SchmidRuud J. G. van SlounPublished in: ISCAS (2022)
Keyphrases
- learning models
- structured learning
- machine learning
- loss function
- learning algorithm
- learning tasks
- hardware architectures
- conditional random fields
- learning paradigms
- machine learning algorithms
- semi supervised learning
- classification models
- learning problems
- hardware implementation
- search space
- machine learning models
- field programmable gate array
- classification accuracy
- hidden markov models