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Power8 + GPU
^^^^^^^^^^^^

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D.A.V.I.D.E has been designed by `E4 computer engineering`_ and is hosted at CINECA_ in Bologna, Italy. It totals a theoretical peak performance of 990 TFlop/s (double precision). A more detailed description can be found on the `E4 dedicated webpage`_.
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.. note:: In order to access the machine BCO should send an email to `Victor Cameo Ponz`_ so that.

Compute technology
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Hardware features fat-nodes with the following design:
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 * 45 nodes with
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   * x2 IBM POWER8+ processors, ie 8x2 cores with Simultaneous Multi-Threading (SMT) 8
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   * x4 NVIDIA P100 GPU with 16GB High Bandwidth Memory 2 (HBM2)
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 * intranode communications integrated using NVLink
 * extranode communications integrated using Infiniband ERD interconnect in fat-tree with no oversubscription topology
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 * CPU and GPU direct hot water (~27°C) cooling, removing 75-80% of the total heat
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 * remaining 20-25% heat is air-cooled
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Each compute node has a theoritical peak performance of 22 Tflop/s (double precision) and a power consumption of less than 2kW.

Energy sampling technology
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Information is collected from processors, memory, GPUs and fans exploiting Analog-to-Digital Converter in the embedded SoC. It provides sampling up to 800 kHz lowered to 50kHz on power measuring sensor outputs.
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The technology has been developed in collaboration with the University of Bologna which developed the :code:`get_job_energy <job_id>` program. Usage is straight forward and has the following verbose output:

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.. literalinclude:: /pcp_systems/output_get_job_energy
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   :emphasize-lines: 1


.. _E4 computer engineering: https://www.e4company.com
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.. _E4 dedicated webpage: https://www.e4company.com/en/?id=press&section=1&page=&new=davide_supercomputer
.. _CINECA: http://hpc.cineca.it/
.. _Victor Cameo Ponz: cameo+4ip-extension@cines.fr