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1807.01702
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Restructuring Batch Normalization to Accelerate CNN Training
USENIX workshop on Tackling computer systems problems with machine learning techniques (SPMLT), 2018
4 July 2018
Wonkyung Jung
Daejin Jung
and Byeongho Kim
Sunjung Lee
Wonjong Rhee
Jung Ho Ahn
Re-assign community
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Papers citing
"Restructuring Batch Normalization to Accelerate CNN Training"
15 / 15 papers shown
Robust Brain MRI Image Classification with SIBOW-SVM
Liyun Zeng
Hao Helen Zhang
253
11
0
15 Nov 2023
Enabling Resource-efficient AIoT System with Cross-level Optimization: A survey
IEEE Communications Surveys and Tutorials (COMST), 2023
Sicong Liu
Bin Guo
Cheng Fang
Ziqi Wang
Shiyan Luo
Zimu Zhou
Zhiwen Yu
AI4CE
359
42
0
27 Sep 2023
Towards Efficient In-memory Computing Hardware for Quantized Neural Networks: State-of-the-art, Open Challenges and Perspectives
IEEE transactions on nanotechnology (IEEE Trans. Nanotechnol.), 2023
O. Krestinskaya
Li Zhang
K. Salama
252
16
0
08 Jul 2023
AdaptiveNet: Post-deployment Neural Architecture Adaptation for Diverse Edge Environments
ACM/IEEE International Conference on Mobile Computing and Networking (MobiCom), 2023
Hao Wen
Yuanchun Li
Zunshuai Zhang
Shiqi Jiang
Xiaozhou Ye
Ouyang Ye
Yaqin Zhang
Yunxin Liu
305
63
0
13 Mar 2023
SGCN: Exploiting Compressed-Sparse Features in Deep Graph Convolutional Network Accelerators
International Symposium on High-Performance Computer Architecture (HPCA), 2023
Mingi Yoo
Jaeyong Song
Jounghoo Lee
Namhyung Kim
Youngsok Kim
Jinho Lee
GNN
320
33
0
25 Jan 2023
Slice-and-Forge: Making Better Use of Caches for Graph Convolutional Network Accelerators
International Conference on Parallel Architectures and Compilation Techniques (PACT), 2022
Min-hee Yoo
Jaeyong Song
Hyeyoon Lee
Jounghoo Lee
Namhyung Kim
Youngsok Kim
Jinho Lee
GNN
322
5
0
24 Jan 2023
LightNorm: Area and Energy-Efficient Batch Normalization Hardware for On-Device DNN Training
ICCD (ICCD), 2022
Seock-Hwan Noh
Junsang Park
Dahoon Park
Jahyun Koo
Jeik Choi
Jaeha Kung
129
11
0
04 Nov 2022
FlexBlock: A Flexible DNN Training Accelerator with Multi-Mode Block Floating Point Support
IEEE transactions on computers (IEEE Trans. Comput.), 2022
Seock-Hwan Noh
Jahyun Koo
Seunghyun Lee
Jongse Park
Jaeha Kung
AI4CE
267
28
0
13 Mar 2022
Towards Efficient Full 8-bit Integer DNN Online Training on Resource-limited Devices without Batch Normalization
Yukuan Yang
Xiaowei Chi
Lei Deng
Tianyi Yan
Feng Gao
Guoqi Li
MQ
287
7
0
27 May 2021
Optimizing the Whole-life Cost in End-to-end CNN Acceleration
Jiaqi Zhang
Xiangru Chen
S. Ray
161
8
0
12 Apr 2021
GradPIM: A Practical Processing-in-DRAM Architecture for Gradient Descent
International Symposium on High-Performance Computer Architecture (HPCA), 2021
Heesu Kim
Hanmin Park
Taehyun Kim
Kwanheum Cho
Eojin Lee
Soojung Ryu
Hyuk-Jae Lee
Kiyoung Choi
Jinho Lee
194
51
0
15 Feb 2021
Daydream: Accurately Estimating the Efficacy of Optimizations for DNN Training
Hongyu Zhu
Amar Phanishayee
Gennady Pekhimenko
385
66
0
05 Jun 2020
Centaur: A Chiplet-based, Hybrid Sparse-Dense Accelerator for Personalized Recommendations
Ranggi Hwang
Taehun Kim
Youngeun Kwon
Minsoo Rhu
196
115
0
12 May 2020
Multi-lane Detection Using Instance Segmentation and Attentive Voting
International Conference on Control, Automation and Systems (ICCAS), 2019
D. Chang
Vinjohn V. Chirakkal
Shubham Goswami
Munawar Hasan
Taek-Hoon Jung
Jinkeon Kang
S. Kee
Dongkyu Lee
Ajit Pratap Singh
159
19
0
01 Jan 2020
Online Normalization for Training Neural Networks
Neural Information Processing Systems (NeurIPS), 2019
Vitaliy Chiley
I. Sharapov
Atli Kosson
Urs Koster
R. Reece
S. D. L. Fuente
Vishal Subbiah
Michael James
OnRL
350
59
0
15 May 2019
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