Demonstration of Portable Performance of Scientific Machine Learning on High Performance Computing Systems

Author:

Hossain Khalid1ORCID,Balin Riccardo2ORCID,Adams Corey2ORCID,Uram Thomas1ORCID,Kumaran Kalyan1ORCID,Vishwanath Venkatram1ORCID,Dey Tanima3ORCID,Goswami Subrata3ORCID,Lee Janghaeng3ORCID,Ramer Rebecca3ORCID,Yamada Koichi3ORCID

Affiliation:

1. Argonne National Laboratory, USA

2. Argonne National Laboratory, United States of America

3. Intel Corporation, USA

Funder

DOE Office of Science

Publisher

ACM

Reference16 articles.

1. Cosmic Ray Background Removal With Deep Neural Networks in SBND

2. R. Balin F. Simini 2023. In Situ Framework for Coupling Simulation and Machine Learning with Application to CFD. arxiv:2306.12900 [cs.LG] R. Balin F. Simini 2023. In Situ Framework for Coupling Simulation and Machine Learning with Application to CFD. arxiv:2306.12900 [cs.LG]

3. [ 3 ] ATLAS collaboration. 2021. https://doi.org/record/15009 [3] ATLAS collaboration. 2021. https://doi.org/record/15009

4. NVIDIA Corporation. 2023. Multi-Process Service. https://docs.nvidia.com/deploy/mps/index.html. NVIDIA Corporation. 2023. Multi-Process Service. https://docs.nvidia.com/deploy/mps/index.html.

5. Argonne Leadership Computing Facility. 2023. Aurora. https://www.alcf.anl.gov/aurora Argonne Leadership Computing Facility. 2023. Aurora. https://www.alcf.anl.gov/aurora

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