Project details for DIANNE

Screenshot DIANNE 0.5.0

by sbohez - October 25, 2016, 19:51:07 CET [ Project Homepage BibTeX BibTeX for corresponding Paper Download ]

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DIANNE is a modular framework designed for easy and dynamic distribution of deep learning models and procedures. Besides providing elementary building blocks as well as various training and evaluation routines, DIANNE focuses on dynamic deployment on heterogeneous distributed infrastructure, integration with external systems and ease of use. DIANNE is built on top of OSGi to provide service-level abstractions, uses the AIOLOS middleware framework for distribution and has GPU-support for accelerated computation. Both model- and data-parallelism are supported out-of-the-box. DIANNE is released under a AGPL v3 license.

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Corresponding Paper BibTeX Entry: Download
Supported Operating Systems: Linux, Macos
Data Formats: Csv, Json, Java, Jpg
Tags: Deep Learning, Neural Networks, Java, Distributed Learning, Osgi
Archive: download here


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