PCNN: Pattern-based Fine-Grained Regular Pruning towards Optimizing CNN
Accelerators

PCNN: Pattern-based Fine-Grained Regular Pruning towards Optimizing CNN Accelerators

11 February 2020

Papers citing "PCNN: Pattern-based Fine-Grained Regular Pruning towards Optimizing CNN Accelerators"

10 / 10 papers shown

Title
FPGA Resource-aware Structured Pruning for Real-Time Neural Networks Benjamin Ramhorst Vladimir Loncar George A. Constantinides 33 4 0 09 Aug 2023
ClassPruning: Speed Up Image Restoration Networks by Dynamic N:M Pruning Yang Zhou Yuda Song Hui Qian Xin Du VLM 33 1 0 10 Nov 2022
Training Recipe for N:M Structured Sparsity with Decaying Pruning Mask Sheng-Chun Kao Amir Yazdanbakhsh Suvinay Subramanian Shivani Agrawal Utku Evci T. Krishna 50 12 0 15 Sep 2022
Complexity-Driven CNN Compression for Resource-constrained Edge AI Muhammad Zawish Steven Davy L. Abraham 41 16 0 26 Aug 2022
Enable Deep Learning on Mobile Devices: Methods, Systems, and Applications Han Cai Ji Lin Yujun Lin Zhijian Liu Haotian Tang Hanrui Wang Ligeng Zhu Song Han 27 107 0 25 Apr 2022
SPViT: Enabling Faster Vision Transformers via Soft Token Pruning Zhenglun Kong Peiyan Dong Xiaolong Ma Xin Meng Mengshu Sun ... Geng Yuan Bin Ren Minghai Qin H. Tang Yanzhi Wang ViT 34 144 0 27 Dec 2021
Neural Network Pruning Through Constrained Reinforcement Learning Shehryar Malik Muhammad Umair Haider O. Iqbal M. Taj 35 0 0 16 Oct 2021
Boosting the Convergence of Reinforcement Learning-based Auto-pruning Using Historical Data Jiandong Mu Mengdi Wang Feiwen Zhu Jun Yang Weiran Lin Wei Zhang OnRL 25 2 0 16 Jul 2021
Learning N:M Fine-grained Structured Sparse Neural Networks From Scratch Aojun Zhou Yukun Ma Junnan Zhu Jianbo Liu Zhijie Zhang Kun Yuan Wenxiu Sun Hongsheng Li 52 240 0 08 Feb 2021
Light-weight Calibrator: a Separable Component for Unsupervised Domain Adaptation Shaokai Ye Kailu Wu Mu Zhou Yunfei Yang S. Tan Kaidi Xu Jiebo Song Chenglong Bao Kaisheng Ma 35 20 0 28 Nov 2019