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Automatic Compiler Based FPGA Accelerator for CNN Training

Automatic Compiler Based FPGA Accelerator for CNN Training

International Conference on Field-Programmable Logic and Applications (FPL), 2019
15 August 2019
S. Venkataramanaiah
Yufei Ma
Shihui Yin
Eriko Nurvitadhi
A. Dasu
Yu Cao
Jae-sun Seo
ArXiv (abs)PDFHTML

Papers citing "Automatic Compiler Based FPGA Accelerator for CNN Training"

5 / 5 papers shown
Efficient N:M Sparse DNN Training Using Algorithm, Architecture, and
  Dataflow Co-Design
Efficient N:M Sparse DNN Training Using Algorithm, Architecture, and Dataflow Co-DesignIEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (IEEE TCAD), 2023
Chao Fang
Wei Sun
Aojun Zhou
Zhongfeng Wang
227
20
0
22 Sep 2023
Gradient Backpropagation based Feature Attribution to Enable
  Explainable-AI on the Edge
Gradient Backpropagation based Feature Attribution to Enable Explainable-AI on the EdgeIEEE/IFIP International Conference on Very Large Scale Integration of System-on-Chip (VLSI-SoC), 2022
Ashwin Bhat
A. S. Assoa
A. Raychowdhury
185
11
0
19 Oct 2022
EF-Train: Enable Efficient On-device CNN Training on FPGA Through Data
  Reshaping for Online Adaptation or Personalization
EF-Train: Enable Efficient On-device CNN Training on FPGA Through Data Reshaping for Online Adaptation or Personalization
Yue Tang
Xinyi Zhang
Peipei Zhou
Jingtong Hu
181
28
0
18 Feb 2022
GraphACT: Accelerating GCN Training on CPU-FPGA Heterogeneous Platforms
GraphACT: Accelerating GCN Training on CPU-FPGA Heterogeneous PlatformsSymposium on Field Programmable Gate Arrays (FPGA), 2019
Hanqing Zeng
Viktor Prasanna
GNN
176
138
0
31 Dec 2019
Single-Net Continual Learning with Progressive Segmented Training (PST)
Single-Net Continual Learning with Progressive Segmented Training (PST)International Conference on Machine Learning and Applications (ICMLA), 2019
Xiaocong Du
Gouranga Charan
Frank Liu
Yu Cao
CLL
391
13
0
28 May 2019
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