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Debus, Charlotte and Knechtges, Philipp and Siggel, Martin (2019) HeAT: The Helmholtz Analytics ToolKit. Wissensaustausch Workshop Maschinelles Lernen WAW ML5, 6.-7.Juni 2019, Köln-Porz, Deutschland.
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Abstract
HeAT is a distributed tensor framework for high performance data analytics. The goal of HeAT is to fill the gap between machine learning libraries that have a strong focus on exploiting GPUs for performance, and traditional, distributed high-performance computing (HPC). The basic idea is to provide a generic, distributed tensor library with machine learning methods based on it.
| Item URL in elib: | https://elib.dlr.de/132358/ | ||||||||||||||||
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| Document Type: | Conference or Workshop Item (Poster) | ||||||||||||||||
| Additional Information: | Teil des "Helmholtz Analytics Frameworks" (Projektnr. ZT-I-0003) | ||||||||||||||||
| Title: | HeAT: The Helmholtz Analytics ToolKit | ||||||||||||||||
| Authors: |
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| Date: | 2019 | ||||||||||||||||
| Refereed publication: | No | ||||||||||||||||
| Open Access: | Yes | ||||||||||||||||
| Gold Open Access: | No | ||||||||||||||||
| In SCOPUS: | No | ||||||||||||||||
| In ISI Web of Science: | No | ||||||||||||||||
| Status: | Published | ||||||||||||||||
| Keywords: | Software Framework, Machine Learning | ||||||||||||||||
| Event Title: | Wissensaustausch Workshop Maschinelles Lernen WAW ML5 | ||||||||||||||||
| Event Location: | Köln-Porz, Deutschland | ||||||||||||||||
| Event Type: | Workshop | ||||||||||||||||
| Event Dates: | 6.-7.Juni 2019 | ||||||||||||||||
| HGF - Research field: | Aeronautics, Space and Transport | ||||||||||||||||
| HGF - Program: | Space | ||||||||||||||||
| HGF - Program Themes: | other | ||||||||||||||||
| DLR - Research area: | Raumfahrt | ||||||||||||||||
| DLR - Program: | R - no assignment | ||||||||||||||||
| DLR - Research theme (Project): | R - no assignment | ||||||||||||||||
| Location: | Köln-Porz | ||||||||||||||||
| Institutes and Institutions: | Institut of Simulation and Software Technology > High Performance Computing | ||||||||||||||||
| Deposited By: | Debus, Charlotte | ||||||||||||||||
| Deposited On: | 09 Dec 2019 11:43 | ||||||||||||||||
| Last Modified: | 29 Mar 2023 00:44 |
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