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HyperTune: Dynamic Hyperparameter Tuning For Efficient Distribution of
  DNN Training Over Heterogeneous Systems

HyperTune: Dynamic Hyperparameter Tuning For Efficient Distribution of DNN Training Over Heterogeneous Systems

16 July 2020
Ali Heydarigorji
Siavash Rezaei
Mahdi Torabzadehkashi
Hossein Bobarshad
V. Alves
Pai H. Chou
ArXiv (abs)PDFHTML

Papers citing "HyperTune: Dynamic Hyperparameter Tuning For Efficient Distribution of DNN Training Over Heterogeneous Systems"

4 / 4 papers shown
Title
Towards certifiable AI in aviation: landscape, challenges, and
  opportunities
Towards certifiable AI in aviation: landscape, challenges, and opportunities
Hymalai Bello
Daniel Geißler
L. Ray
Stefan Muller-Divéky
Peter Muller
Shannon Kittrell
Mengxi Liu
Bo Zhou
Paul Lukowicz
147
1
0
13 Sep 2024
In-storage Processing of I/O Intensive Applications on Computational
  Storage Drives
In-storage Processing of I/O Intensive Applications on Computational Storage DrivesIEEE International Symposium on Quality Electronic Design (ISQED), 2021
Ali Heydarigorji
Mahdi Torabzadehkashi
Siavash Rezaei
Hossein Bobarshad
V. Alves
Pai H. Chou
73
10
0
23 Dec 2021
BFTrainer: Low-Cost Training of Neural Networks on Unfillable
  Supercomputer Nodes
BFTrainer: Low-Cost Training of Neural Networks on Unfillable Supercomputer Nodes
Zhengchun Liu
R. Kettimuthu
M. Papka
Ian Foster
105
3
0
22 Jun 2021
Towards a Scalable and Distributed Infrastructure for Deep Learning
  Applications
Towards a Scalable and Distributed Infrastructure for Deep Learning Applications
Bita Hasheminezhad
S. Shirzad
Nanmiao Wu
Patrick Diehl
Hannes Schulz
Hartmut Kaiser
GNNAI4CE
240
4
0
06 Oct 2020
1