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SERVICES

EGI Federation, DEEP Training facility

TYPE
Data, AI & Technology, Prototype Research & Development
REGION
Netherlands
LANGUAGE
English

Distributed training facility for Machine Learning, Artificial Intelligence and Deep Learning models. This service offers a set of tools to build and train Machine Learning, Artificial Intelligence and Deep Learning models in distributed e-Infrastructures. Ready to use models are available for transfer learning or reuse.

SERVICE DESCRIPTION

The Service is providing machine learning and deep learning scientists with a set of tools that allow them to effectively exploit the existing compute and storage resources available through EU e-Infrastructures for the whole machine learning cycle.

The DEEP training facility provides tools for building training, testing and evaluating Machine Learning, Artificial Intelligence and Deep Learning models over distributed e-Infrastructures leveraging GPU resources. Models can be built from scratch or form existing and pre-trained models (transfer learning or model reuse).

Features:

  • Transparent training over distributed e-Infrastructures with GPU access.
  • Docker based for model portability and reusability.
  • Easy model integration with standards-based REST APIs.
  • CLI and web user interface to interact with the system.
  • OpenID Connect based identity.

SPECIAL ACCESS CONDITIONS

Access via Deep AAI, which allows access via federated identities including social media accounts.

PREREQUISITES

No Prerequisites

CASE EXAMPLES

DEEP training facility is a service to develop and train artificial intelligence, machine learning and deep learning applications, providing transparent access to e-infrastructures, supporting access to GPU accelerators.

SUCCESS STORY

LINKS

Service description: here

Service documentation: here

SERVICE OFFERED BY

MEMBER
EGI Federation
TYPE
DIH
COUNTRY
Netherlands

MORE INFORMATION ABOUT THIS SERVICE

Data Controller: INSTITUTO TECNOLÓGICO DE INFORMÁTICA (G96278734)
Purposes and legal basis: We will use your personal data to contact you back and answer your inquiries and provide you with information regarding our activity and in connection with our developments, research and services.
Data recipients: Your personal data will only be shared with the DIH your inquiry or information request may concern.
Rights: Regarding your personal data you have the right to access, rectify, erase, data portability, restrict processing , object, consent withdrawal and to file a complaint before the Supervisory Authority. More info
Exercise of rights: You can exercise the aforementioned rights by sending an e-mail to the e-mail address: dpo@iti.es or by sending a letter to the address Camino de Vera s/n, CPI Edif. 8, Acceso B, 46022 Valencia (Spain).