Structured and tiled-based pruning of Deep Learning models targeting FPGA implementations
Author:
Affiliation:
1. Eindhoven University of Technology,Department of Electrical Engineering,Eindhoven,The Netherlands
2. Swiss Federal Institute of Technology (EPFL),Institute of Electrical and Microengineering,Lausanne,Switzerland
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/9937201/9937203/09937748.pdf?arnumber=9937748
Reference34 articles.
1. Gradient-based learning applied to document recognition
2. A review of the gumbel-max trick and its extensions for discrete stochasticity in machine learning;huijben,2021
3. Pre-defined Sparsity for Low-Complexity Convolutional Neural Networks
4. Learning n:m fine-grained structured sparse neural networks from scratch;zhou;International Conference on Learning Representations,2021
5. Very deep convolutional networks for large-scale image recognition;simonyan;CoRR,2015
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