HFP: Hardware-Aware Filter Pruning for Deep Convolutional Neural Networks Acceleration.
Fang YuChuanqi HanPengcheng WangRuoran HuangXi HuangLi CuiPublished in: ICPR (2020)
Keyphrases
- convolutional neural networks
- convolutional network
- low cost
- hardware and software
- search space
- real time
- preprocessing step
- computing power
- computer systems
- noise reduction
- computing systems
- pruning algorithms
- pruning method
- pruning algorithm
- deep learning
- massively parallel
- high speed
- multiresolution
- transfer function
- filtering method
- hardware implementation
- circuit design
- personal computer
- tree pruning
- multiscale
- image processing