Search Results - "Metz, Christopher A."

Fast and Accurate: Machine Learning Techniques for Performance Estimation of CNNs for GPGPUs by Metz, Christopher A., Goli, Mehran, Drechsler, Rolf

“…High performance and on-time calculations of Machine Learning (ML) algorithms are essential for emerging technologies such as autonomous driving, Internet of…”
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Hybrid PTX Analysis for GPU accelerated CNN inferencing aiding Computer Architecture Design by Metz, Christopher A., Plump, Christina, Berger, Bernhard J., Drechsler, Rolf

“…General-Purpose Computation on Graphics Processing Units (GPGPUs) are becoming crucial in accelerating computing capacity. Due to the massive parallelism…”
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Machine Learning aided Computer Architecture Design for CNN Inferencing Systems by Metz, Christopher A

“…Efficient and timely calculations of Machine Learning (ML) algorithms are essential for emerging technologies like autonomous driving, the Internet of Things…”
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ML-based Power Estimation of Convolutional Neural Networks on GPGPUs by Metz, Christopher A., Goli, Mehran, Drechsler, Rolf

“…The increasing application of Machine Learning (ML) techniques on the Internet of Things (IoTs) has led to the leverage of ML accelerators like General Purpose…”
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Towards Neural Hardware Search: Power Estimation of CNNs for GPGPUs with Dynamic Frequency Scaling by Metz, Christopher A., Goli, Mehran, Drechsler, Rolf

“…Machine Learning (ML) algorithms are essential for emerging technologies such as autonomous driving and application-specific Internet of Things (IoT) devices…”
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Work-in-Progress: Early Power Estimation of CUDA-based CNNs on GPGPUs by Metz, Christopher A., Goli, Mehran, Drechsler, Rolf

“…The increasing application of Machine Learning (ML) techniques in the Internet of Things (IoT) devices has led designers to leverage ML accelerators like…”
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Pick the Right Edge Device: Towards Power and Performance Estimation of CUDA-based CNNs on GPGPUs by Metz, Christopher A, Goli, Mehran, Drechsler, Rolf

“…The emergence of Machine Learning (ML) as a powerful technique has been helping nearly all fields of business to increase operational efficiency or to develop…”
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