SUBP: Soft Uniform Block Pruning for 1×N Sparse CNNs Multithreading Acceleration

Jingyang Xiang, Siqi Li, Jun Chen, Guang Dai, Shipeng Bai, Yukai Ma, Yong Liu. SUBP: Soft Uniform Block Pruning for 1×N Sparse CNNs Multithreading Acceleration. In Alice Oh, Tristan Naumann, Amir Globerson, Kate Saenko, Moritz Hardt, Sergey Levine, editors, Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023. 2023. [doi]

@inproceedings{XiangLCDBML23,
  title = {SUBP: Soft Uniform Block Pruning for 1×N Sparse CNNs Multithreading Acceleration},
  author = {Jingyang Xiang and Siqi Li and Jun Chen and Guang Dai and Shipeng Bai and Yukai Ma and Yong Liu},
  year = {2023},
  url = {http://papers.nips.cc/paper_files/paper/2023/hash/a36c3dbe676fa8445715a31a90c66ab3-Abstract-Conference.html},
  researchr = {https://researchr.org/publication/XiangLCDBML23},
  cites = {0},
  citedby = {0},
  booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023},
  editor = {Alice Oh and Tristan Naumann and Amir Globerson and Kate Saenko and Moritz Hardt and Sergey Levine},
}