Cnvlutin2: Ineffectual-Activation-and-Weight-Free Deep Neural Network
Computing

Cnvlutin2: Ineffectual-Activation-and-Weight-Free Deep Neural Network Computing

29 April 2017

Alberto Delmas Lascorz

Andreas Moshovos

Papers citing "Cnvlutin2: Ineffectual-Activation-and-Weight-Free Deep Neural Network Computing"

15 / 15 papers shown

Title
DistriFusion: Distributed Parallel Inference for High-Resolution Diffusion Models Muyang Li Tianle Cai Jiaxin Cao Qinsheng Zhang Han Cai Junjie Bai Yangqing Jia Ming-Yu Liu Kai Li Song Han DiffM 34 41 0 29 Feb 2024
Accelerating Text-to-Image Editing via Cache-Enabled Sparse Diffusion Inference Zihao Yu Haoyang Li Fangcheng Fu Xupeng Miao Bin Cui DiffM 24 8 0 27 May 2023
SGCN: Exploiting Compressed-Sparse Features in Deep Graph Convolutional Network Accelerators Mingi Yoo Jaeyong Song Jounghoo Lee Namhyung Kim Youngsok Kim Jinho Lee GNN 38 17 0 25 Jan 2023
Slice-and-Forge: Making Better Use of Caches for Graph Convolutional Network Accelerators Min-hee Yoo Jaeyong Song Hyeyoon Lee Jounghoo Lee Namhyung Kim Youngsok Kim Jinho Lee GNN 36 5 0 24 Jan 2023
Efficient Spatially Sparse Inference for Conditional GANs and Diffusion Models Muyang Li Ji Lin Chenlin Meng Stefano Ermon Song Han Jun-Yan Zhu DiffM 37 45 0 03 Nov 2022
Energy-Latency Attacks via Sponge Poisoning Antonio Emanuele Cinà Ambra Demontis Battista Biggio Fabio Roli Marcello Pelillo SILM 42 29 0 14 Mar 2022
Mixture-of-Rookies: Saving DNN Computations by Predicting ReLU Outputs D. Pinto J. Arnau Antonio González 31 1 0 10 Feb 2022
PFA: Privacy-preserving Federated Adaptation for Effective Model Personalization Bingyan Liu Yao Guo Xiangqun Chen FedML 8 81 0 02 Mar 2021
Pruning and Quantization for Deep Neural Network Acceleration: A Survey Tailin Liang C. Glossner Lei Wang Shaobo Shi Xiaotong Zhang MQ 141 674 0 24 Jan 2021
Perceive, Attend, and Drive: Learning Spatial Attention for Safe Self-Driving Bob Wei Mengye Ren Wenyuan Zeng Ming Liang Binh Yang R. Urtasun 3DPC 14 43 0 02 Nov 2020
TensorDash: Exploiting Sparsity to Accelerate Deep Neural Network Training and Inference Mostafa Mahmoud Isak Edo Vivancos Ali Hadi Zadeh Omar Mohamed Awad Gennady Pekhimenko Jorge Albericio Andreas Moshovos MoE 16 59 0 01 Sep 2020
Self-Supervised GAN Compression Chong Yu Jeff Pool 7 9 0 03 Jul 2020
Hardware Acceleration of Sparse and Irregular Tensor Computations of ML Models: A Survey and Insights Shail Dave Riyadh Baghdadi Tony Nowatzki Sasikanth Avancha Aviral Shrivastava Baoxin Li 56 81 0 02 Jul 2020
Full deep neural network training on a pruned weight budget Maximilian Golub G. Lemieux Mieszko Lis 28 28 0 11 Jun 2018
SBNet: Sparse Blocks Network for Fast Inference Mengye Ren A. Pokrovsky Binh Yang R. Urtasun 25 179 0 07 Jan 2018