Deep Learning on DUNE

US/Central
Conjectorium (9-1), Snakepit (1-5) (Fermilab)

Conjectorium (9-1), Snakepit (1-5)

Fermilab

Alexander Radovic (College of William and Mary), Dorota Stefan (CERN/NCBJ Warsaw, Poland), Gabriel Perdue (Fermilab), Kazuhiro Terao (SLAC National Accelerator Laboratory), Robert Sulej (FNAL / NCBJ)
Description

This technically focused workshop aims to start dialogue and collaboration on tools to better enable Deep Learning based work on the DUNE experiment. There will be several talks in the morning describing the general frameworks and tools currently being used, with the majority of the day dedicated to working time.

Zoom Co-ordinates below:

Topic: DUNE DL Workshop
Time: Nov 13, 2017 9:00 AM Central Time (US and Canada)

Join from PC, Mac, Linux, iOS or Android: https://fnal.zoom.us/j/340773109

Or iPhone one-tap :
    US: +16699006833,,340773109#  or +16465588656,,340773109# 
Or Telephone:
    Dial(for higher quality, dial a number based on your current location):
        US: +1 669 900 6833  or +1 646 558 8656 
    Meeting ID: 340 773 109
    International numbers available: https://fnal.zoom.us/zoomconference?m=76zjTkx1mr7VlN4ROwjIT9MmGRj8zSdi

    • 09:00 11:00
      Framework Discussion Conjectorium

      Conjectorium

      Fermilab

      Summary talks describing how different groups within DUNE currently make use of DL tools. Focused on workflows and technical implementations.

      • 09:00
        Caffe, ART, and CVN 20m
        Speaker: Dr Alexander Radovic (College of William and Mary)
        Slides
      • 09:20
        CNN solutions for Hit-Level ID 20m
        Speakers: Dorota Stefan (CERN/NCBJ Warsaw, Poland), Dr Robert Sulej (FNAL / NCBJ)
        Slides
      • 09:40
        Beyond 2D Image Representations 40m
        Speaker: Dr Kazuhiro Terao (SLAC National Accelerator Laboratory)
        Slides
      • 10:20
        DL in HEP with Python 40m
        Speaker: Dr Kevin Wierman (PNNL)
    • 11:00 12:00
      Working time I Conjectorium

      Conjectorium

      Fermilab

    • 13:00 17:00
      Working Time II Snakepit

      Snakepit

      Fermilab