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Christopher A. Metz

Christopher Alexander Metz

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affiliation: University of Bremen, Institut of Computer Science, Bremen, Germany

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2020 – today

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2023
[c6]
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Christopher A. Metz, Christina Plump, Bernhard J. Berger, Rolf Drechsler:
Hybrid PTX Analysis for GPU accelerated CNN inferencing aiding Computer Architecture Design. FDL 2023: 1-8
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Christopher A. Metz, Mehran Goli, Rolf Drechsler:
Fast and Accurate: Machine Learning Techniques for Performance Estimation of CNNs for GPGPUs. IPDPS Workshops 2023: 754-760
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Sana Hassan Imam, Christopher A. Metz, Lars Hornuf, Rolf Drechsler:
Classifying Crowdsouring Platform Users' Engagement Behaviour using Machine Learning and XAI. MuC (Workshopband) 2023
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Christopher A. Metz:
Machine Learning aided Computer Architecture Design for CNN Inferencing Systems. CoRR abs/2308.05364 (2023)
2022
[c3]
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Christopher A. Metz, Mehran Goli, Rolf Drechsler:
ML-based Power Estimation of Convolutional Neural Networks on GPGPUs. DDECS 2022: 166-171
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Christopher A. Metz, Mehran Goli, Rolf Drechsler:
Towards Neural Hardware Search: Power Estimation of CNNs for GPGPUs with Dynamic Frequency Scaling. MLCAD 2022: 103-109
2021
[c1]
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Christopher A. Metz, Mehran Goli, Rolf Drechsler:
Early power estimation of CUDA-based CNNs on GPGPUs: work-in-progress. CODES+ISSS 2021: 29-30
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Christopher A. Metz, Mehran Goli, Rolf Drechsler:
Pick the Right Edge Device: Towards Power and Performance Estimation of CUDA-based CNNs on GPGPUs. CoRR abs/2102.02645 (2021)

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