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Scaling Up Deep Learning Applications on Summit


Scaling Up Deep Learning Applications on Summit
Oak Ridge National Laboratory
Building 5200, Room 202B (TN B)
February 10, 2020
1:00 PM – 4:00 PM (ET)


The Oak Ridge Leadership Computing Facility (OLCF) will hold a webinar titled “Scaling Up Deep Learning Applications on Summit” on Monday, February 10, 2020. During the event, presenters from OLCF and our vendor partners will offer recommendations for deploying and scaling deep learning (DL) frameworks on the Summit supercomputer. The intended audience is OLCF users who are already familiar with DL applications but are new to high-performance computing (i.e, someone who already knows how to run DL codes on a workstation but is not sure how to scale up on a cluster), although attendance is open to all users. In-person attendance will be available for participants who already have current ORNL badges.

If you would like to attend in-person or remotely, you must register using the form below. If you have any questions, please contact Tom Papatheodore (papatheodore@ornl.gov).



Registration for this event is now closed.



Meeting number: 621 388 110
Password: Mfx7EdejM32
https://olcf.webex.com/olcf/j.php?MTID=m5e28876264409c6ed338750041ae0950


Join by phone
1-650-479-3207 Call-in toll number (US/Canada)
1-855-244-8681 Call-in toll-free number (US/Canada)
Access code: 621 388 110


  • Welcome & Introduction (Tom Papatheodore – OLCF; 15 min)
  • Introduction to Watson Machine Learning CE (Brad Nemanich & Bryant Nelson – IBM; 30 min)
  • Introduction to NCCL (Sylvain Jeaugey – NVIDIA; 30 min)
  • Scaling Up Your TensorFlow/PyTorch Codes on Summit (Junqi Yin – OLCF; 60 min)
  • Q&A Session (15+ min)

  • Introduction to Watson Machine Learning CE (Brad Nemanich & Bryant Nelson – IBM): slides
    NCCL (Sylvain Jeaugey – NVIDIA): slides
    Scaling Up Deep Learning Applications on Summit (Junqi Yin – OLCF): slides
    The recording of webinar – including all presentations – can be found here.


    Scaling Up DL Apps - Survey

    • Rate from 1 to 5 (with 5 being highest)

    Date

    Feb 10 2020

    Time

    1:00 pm - 4:00 pm

    Location

    BLDG 5200 - RM 202B (TN B)
    Category
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