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1st Real Time Analysis Workshop

15–26 Jul 2019
Europe/Zurich timezone

Session

Real-time machine learning

16 Jul 2019, 10:00

Description

Ideas for topics

  1. Get an example HLT2 line which uses a non-trivial (i.e. not 1-Track-like) MVA classifier in place
  2. How do we maintain and deploy classifier weights in a way that allows them to be reused e.g. in offline analysis?

Presentation materials

Autoencoder_tutorial.pdf
RTA_hls4ml_16July2019.pdf
  1. 19. Deep learning on FPGA tutorial
    Javier Mauricio Duarte (Fermi National Accelerator Lab. (US))
    16/07/2019, 10:00
  2. 20. Deep learning on FPGA tutorial
    Javier Mauricio Duarte (Fermi National Accelerator Lab. (US))
    16/07/2019, 14:00
  3. 13. Examples and tutorial on ML for Gravitational Waves
    Filip Morawski, Elena Cuoco (European Gravitational Observatory)
    17/07/2019, 10:00
  4. 35. Autoencoders for Jet Physics
    Maurizio Pierini (CERN), Thong Nguyen (California Institute of Technology (US))
    18/07/2019, 10:00
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