Tell a friend
Print
Debus, Charlotte and Knechtges, Philipp and Siggel, Martin (2019) HeAT: The Helmholtz Analytics ToolKit. Wissensaustausch Workshop Maschinelles Lernen WAW ML5, 2019-06-06 - 2019-06-07, Köln-Porz, Deutschland.
![[img]](https://elib.dlr.de/style/images/fileicons/application_pdf.png) |
PDF
1MB |
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/ | ||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 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: |
| ||||||||||||||||
| 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 Start Date: | 6 June 2019 | ||||||||||||||||
| Event End Date: | 7 June 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: | 24 Apr 2024 20:35 |
Repository Staff Only: item control page
