About Open TransPREcision COMPuting
OPRECOMP is a 4-year research project funded under the EU Framework Horizon 2020 – Re Program Future and Emerging Technologies (FET) Proactive Initiative: emerging themes and communities.
OPRECOMP aims to build an innovative, reliable foundation for computing based on transprecision analytics.
Guaranteed numerical precision of each elementary step in a complex computation has been the mainstay of traditional computing systems for many years. This era, fueled by Moore’s law and the constant exponential improvement in computing efficiency, is at its twilight: from tiny nodes of the Internet-of-Things, to large HPC computing centers, sub-picoJoule/operation energy efficiency is essential for practical realisations. To overcome the “power wall”, a shift from traditional computing paradigms is now mandatory.
OPRECOMP aims at demolishing the ultra-conservative “precise” computing abstraction and replacing it with a more flexible and efficient one, namely transprecision computing.
OPRECOMP will investigate the theoretical and practical understanding of the energy efficiency boost obtainable when accuracy requirements on data being processed, stored and communicated can be lifted for intermediate calculations. While approximate computing approaches have been used before, in OPRECOMP for the first time ever, a complete framework for transprecision computing, covering devices, circuits, software tools,and algorithms, along with the mathematical theory and physical foundations of the ideas will be developed that not only will provide error bounds with respect to full precision results, but also will enable major energy efficiency improvements even when there is no freedom to relax end-to-end application quality-of-results.
The mission of OPRECOMP is to demonstrate using physical demonstrators that this idea holds in a huge range of application scenarios in the domains of IoT, Big Data Analytics, Deep Learning, and HPC simulations: from the sub-milliWatt to the MegaWatt range, spanning nine orders of magnitude. In view of industrial exploitation, we will prove the quality and reliability and demonstrate that transprecision computing is the way to think about future systems.
Consortium
Contact
For any question regarding the OPRECOMP project, please do not hesitate to contact us.
Project Coordinator
Cristiano Malossi
IBM
Governing Board
Luca Benini
ETHZ
Governing Board
Henri-Pierre Charles
CEA
Governing Board
Luca Gammaitoni
UNIPG
Governing board
Michela Milano
UNIBO
Governing Board
Carlo Cavazzoni
CINECA
Governing Board
José Ignacio Aliaga Estellés
UJI
Governing Board
Roger Woods
QUB
Governing Board
Eric Flamand
GWT
Governing Board
Norbert Wehn
TUKL