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Acceleration of Graph Neural Network-Based Prediction Models in Chemistry via Co-Design Optimization on Intelligence Processing Units.

H. Helal, J. Firoz, J. Bilbrey, H. Sprueill, K. Herman, M. Krell, T. Murray, M. Roldan, M. Kraus, A. Li, P. Das, S. Xantheas, and S. Choudhury. J. Chem. Inf. Model., 64 (5): 1568-1580 (March 2024)

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Mario Michael Krell

Simone Marion

Ernst Marioth-Wirtz

Martin Marioth

Anneliese Marioth

Other publications of authors with the same name

Packing: Towards 2x NLP BERT Acceleration.M. Kosec, S. Fu, and M. Krell. CoRR, (2021)Classifier Transfer with Data Selection Strategies for Online Support Vector Machine Classification with Class Imbalance.M. Krell, N. Wilshusen, A. Seeland, and S. Kim. CoRR, (2022)Hardware-accelerated Simulation-based Inference of Stochastic Epidemiology Models for COVID-19.S. Kulkarni, M. Krell, S. Nabarro, and C. Moritz. ACM J. Emerg. Technol. Comput. Syst., 18 (2): 30:1-30:24 (2022)OrigamiSet1.0: Two New Datasets for Origami Classification and Difficulty Estimation.D. Ma, G. Friedland, and M. Krell. CoRR, (2021)Tuple Packing: Efficient Batching of Small Graphs in Graph Neural Networks.M. Krell, M. Roldan, S. Anand, H. Helal, and A. Fitzgibbon. CoRR, (2022)NanoBatch DPSGD: Exploring Differentially Private learning on ImageNet with low batch sizes on the IPU.E. Lee, M. Krell, A. Tsyplikhin, V. Rege, E. Colak, and K. Yeom. CoRR, (2021)A First Step Towards Distribution Invariant Regression Metrics.M. Krell, and B. Wehbe. CoRR, (2020)Acceleration of Graph Neural Network-Based Prediction Models in Chemistry via Co-Design Optimization on Intelligence Processing Units.H. Helal, J. Firoz, J. Bilbrey, H. Sprueill, K. Herman, M. Krell, T. Murray, M. Roldan, M. Kraus, A. Li and 3 other author(s). J. Chem. Inf. Model., 64 (5): 1568-1580 (March 2024)Hardware-accelerated Simulation-based Inference of Stochastic Epidemiology Models for COVID-19.S. Kulkarni, M. Krell, S. Nabarro, and C. Moritz. CoRR, (2020)Extreme Acceleration of Graph Neural Network-based Prediction Models for Quantum Chemistry.H. Helal, J. Firoz, J. Bilbrey, M. Krell, T. Murray, A. Li, S. Xantheas, and S. Choudhury. CoRR, (2022)

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Disambiguation of "Krell, Mario Michael"

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Acceleration of Graph Neural Network-Based Prediction Models in Chemistry via Co-Design Optimization on Intelligence Processing Units.

Please choose a person to relate this publication to

Mario Michael Krell

Simone Marion

Ernst Marioth-Wirtz

Martin Marioth

Anneliese Marioth

Other publications of authors with the same name

Disambiguation

BibSonomy

Disambiguation of "Krell, Mario Michael"

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML Acceleration of Graph Neural Network-Based Prediction Models in Chemistry via Co-Design Optimization on Intelligence Processing Units.

Please choose a person to relate this publication to

Mario Michael Krell

Simone Marion

Ernst Marioth-Wirtz

Martin Marioth

Anneliese Marioth

Other publications of authors with the same name

Disambiguation

copy delete add this publication to your clipboard
community post
history of this post
URL
DOI
BibTeX
EndNote
APA
Chicago
DIN 1505
Harvard
MSOffice XML

Acceleration of Graph Neural Network-Based Prediction Models in Chemistry via Co-Design Optimization on Intelligence Processing Units.