Accelerating Sparse DNN Models without Hardware-Support via Tile-Wise
Sparsity

Accelerating Sparse DNN Models without Hardware-Support via Tile-Wise Sparsity

29 August 2020

Cong Guo

Jingwen Leng

Yuhao Zhu

Papers citing "Accelerating Sparse DNN Models without Hardware-Support via Tile-Wise Sparsity"

10 / 10 papers shown

Title
AdaptGear: Accelerating GNN Training via Adaptive Subgraph-Level Kernels on GPUs Yangjie Zhou Yaoxu Song Jingwen Leng Zihan Liu Weihao Cui Zhendong Zhang Cong Guo Quan Chen Li-Wei Li Minyi Guo GNN 22 1 0 27 May 2023
TensorFHE: Achieving Practical Computation on Encrypted Data Using GPGPU Shengyu Fan Zhiwei Wang Weizhi Xu Rui Hou Dan Meng M. Zhang FedML 9 44 0 29 Dec 2022
A One-Shot Reparameterization Method for Reducing the Loss of Tile Pruning on DNNs Yancheng Li Qingzhong Ai Fumihiko Ino 25 0 0 29 Jul 2022
Monarch: Expressive Structured Matrices for Efficient and Accurate Training Tri Dao Beidi Chen N. Sohoni Arjun D Desai Michael Poli Jessica Grogan Alexander Liu Aniruddh Rao Atri Rudra Christopher Ré 22 87 0 01 Apr 2022
Shfl-BW: Accelerating Deep Neural Network Inference with Tensor-Core Aware Weight Pruning Guyue Huang Haoran Li Minghai Qin Fei Sun Yufei Din Yuan Xie 20 18 0 09 Mar 2022
Characterizing and Demystifying the Implicit Convolution Algorithm on Commercial Matrix-Multiplication Accelerators Yangjie Zhou Mengtian Yang Cong Guo Jingwen Leng Yun Liang Quan Chen M. Guo Yuhao Zhu 21 33 0 08 Oct 2021
Post-training deep neural network pruning via layer-wise calibration Ivan Lazarevich Alexander Kozlov Nikita Malinin 3DPC 8 25 0 30 Apr 2021
Partitioning sparse deep neural networks for scalable training and inference G. Demirci Hakan Ferhatosmanoglu 18 11 0 23 Apr 2021
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 297 6,950 0 20 Apr 2018
NetAdapt: Platform-Aware Neural Network Adaptation for Mobile Applications Tien-Ju Yang Andrew G. Howard Bo Chen Xiao Zhang Alec Go Mark Sandler Vivienne Sze Hartwig Adam 88 515 0 09 Apr 2018