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CONFERENCES



» Towards Neural Hardware Search: Power Estimation of CNNs for GPGPUs with Dynamic Frequency Scaling




Author:

Christopher Metz, Mehran Goli, Rolf Drechsler
Conference:
ACM/IEEE Workshop on Machine Learning for CAD (MLCAD)
Reference:

Snowbird, USA, 2022
Hyperlink:

[To the Site of this Conference]
PDF:

[view Pdf]



» ML-based Power Estimation of Convolutional Neural Networks on GPGPUs




Author:

Christopher Metz, Mehran Goli, Rolf Drechsler
Conference:
25th IEEE International Symposium on Design and Diagnostics of Electronic Circuits and Systems (DDECS)
Reference:

Prague, Czech Republic, 2022
Hyperlink:

[To the Site of this Conference]
PDF:

[view Pdf]



» Work-in-Progress: Early Power Estimation of CUDA-based CNNs on GPGPUs




Author:

Christopher Metz, Mehran Goli, Rolf Drechsler
Conference:
International Conference on Hardware/Software Codesign and System Synthesis (CODES+ISSS)
Reference:

VIRTUAL CONFERENCE, 2021
Hyperlink:

[To the Site of this Conference]
PDF:

[view Pdf]


WORKSHOPS




» Pick the Right Edge Device: Towards Power and Performance Estimation of CUDA-based CNNs on GPGPUs




Author:

Christopher Metz, Mehran Goli, Rolf Drechsler
Workshop:
System-level Design Methods for Deep Learning on Heterogeneous Architectures (SLOHA)
Reference:

Grenoble, France, 2021
PDF:

[view Pdf]
Hyperlink:

[Link to the Workshop]

















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