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Christopher Metz
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Pick the right edge device: Towards power and performance estimation of CUDA-based CNNs on GPGPUs
CA Metz, M Goli, R Drechsler
arXiv preprint arXiv:2102.02645, 2021
82021
ML-based Power Estimation of Convolutional Neural Networks on GPGPUs
CA Metz, M Goli, R Drechsler
2022 25th International Symposium on Design and Diagnostics of Electronic …, 2022
62022
Early power estimation of cuda-based cnns on gpgpus: Work-in-progress
CA Metz, M Goli, R Drechsler
Proceedings of the 2021 International Conference on Hardware/Software …, 2021
6*2021
Towards neural hardware search: Power estimation of cnns for gpgpus with dynamic frequency scaling
CA Metz, M Goli, R Drechsler
Proceedings of the 2022 ACM/IEEE Workshop on Machine Learning for CAD, 103-109, 2022
42022
Hybrid PTX analysis for GPU accelerated CNN inferencing aiding computer architecture design
CA Metz, C Plump, BJ Berger, R Drechsler
2023 Forum on Specification & Design Languages (FDL), 1-8, 2023
22023
Fast and Accurate: Machine Learning Techniques for Performance Estimation of CNNs for GPGPUs
CA Metz, M Goli, R Drechsler
2023 IEEE International Parallel and Distributed Processing Symposium …, 2023
12023
Machine Learning aided Computer Architecture Design for CNN Inferencing Systems
CA Metz
arXiv preprint arXiv:2308.05364, 2023
2023
Classifying Crowdsourcing Platform Users’ Engagement using Machine Learning and XAI
SH Imam, CA Metz, L Hornuf, R Drechsler
2023
How Can Generative AI Curate the User Creativity on an Idea Crowdsourcing Platform?
SH Imam, CA Metz, R Drechsler
Energy-Efficient CNN inferencing on GPUs with Dynamic Frequency Scaling
R Drechsler, CA Metz, C Plump
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