About |
The Deep Learning (DL) on Supercomputers workshop provides a forum for practitioners working on any and all aspects of DL for scientific research in the High Performance Computing (HPC) context to present their latest research results and development, deployment, and application experiences. The general theme of this workshop series is the intersection of DL and HPC, while the theme of this particular workshop is centered around the applications of deep learning methods in scientific research: novel uses of deep learning methods, e.g., convolutional neural networks (CNN), recurrent neural networks (RNN), generative adversarial network (GAN), and reinforcement learning (RL), for both natural and social science research, and innovative applications of deep learning in traditional numerical simulation. Its scope encompasses application development in scientific scenarios using HPC platforms; DL methods applied to numerical simulation; fundamental algorithms, enhanced procedures, and software development methods to enable scalable training and inference; hardware changes with impact on future supercomputer design; and machine deployment, performance evaluation, and reproducibility practices for DL applications with an emphasis on scientific usage. This workshop will be centered around published papers. Submissions will be peer-reviewed, and accepted papers will be published as part of the Joint Workshop Proceeding by Springer. |
Call for Papers |
Topics include but are not limited to: |
Summary |
DLonSC 2021 : The 6th International Workshop on Deep Learning on Supercomputers will take place in Frankfurt, Germany. It’s a 1 day event starting on Jul 02, 2021 (Friday) and will be winded up on Jul 02, 2021 (Friday). DLonSC 2021 falls under the following areas: COMPUTER SCIENCE, MACHINE LEARNING, ARTIFICIAL INTELLIGENCE, etc. Submissions for this Workshop can be made by Apr 17, 2021. Authors can expect the result of submission by May 01, 2021. Upon acceptance, authors should submit the final version of the manuscript on or before Jun 17, 2021 to the official website of the Workshop. Please check the official event website for possible changes before you make any travelling arrangements. Generally, events are strict with their deadlines. It is advisable to check the official website for all the deadlines. Other Details of the DLonSC 2021
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Credits and Sources |
[1] DLonSC 2021 : The 6th International Workshop on Deep Learning on Supercomputers |