Jade - Further Info

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JADE - Joint Academic Data science Endeavour

JADE is a UK Tier-2 resource, funded by EPSRC, owned by University of Oxford and hosted at the Hartree Centre. The hardware was supplied and integrated by ATOS Bull.

A consortium of eight UK universities, led by the University of Oxford, has been awarded £3 million by the Engineering and Physical Sciences Research Council (EPSRC) to establish a new computing facility known as the Joint Academic Data science Endeavour (JADE). This forms part of a combined investment of £20m by EPSRC in the UK’s regional Tier 2 high-performance computing facilities, which aim to bridge the gap between institutional and national resources.

JADE is unique amongst the Tier 2 centres in being designed for the needs of machine learning and related data science applications. There has been huge growth in machine learning in the last 5 years, and this is the first national facility to support this rapid development, with the university partners including the world-leading machine learning groups in Oxford, Edinburgh, KCL, QMUL, Sheffield and UCL.

The system design exploits the capabilities of NVIDIA's DGX-1 Deep Learning System which has eight of its newest Tesla P100 GPUs tightly coupled by its high-speed NVlink interconnect. NVIDIA has clearly established itself as the leader in massively-parallel computing for deep neural networks, and the DGX-1 runs optimized versions of many standard machine learning software packages such as Caffe, TensorFlow, Theano and Torch.

This system design is also ideal for a large number of molecular dynamics applications and so JADE will also provide a powerful resource for molecular dynamics researchers at Bristol, Edinburgh, Oxford and Southampton.

  • 22 NVIDIA DGX-1 Deep Learning Servers comprising
    • 8 of NVIDIA's newest Tesla P100 GPUs
    • NVIDIA's high-speed NVlink interconnect
    • 4 TB of SSD for machine learning datasets
  • over 1PB of Seagate ClusterStor storage
  • Mellanox EDR networking
  • optimised versions of major machine learning software packages such as Caffe, TensorFlow, Theano and Torch
  • system management by Atos and The Hartree Centre

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