1st Real Time Analysis Workshop

Session

Real-time machine learning

Jul 16, 2019, 10:00 AM

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

19. Deep learning on FPGA tutorial

Javier Mauricio Duarte (Fermi National Accelerator Lab. (US))

7/16/19, 10:00 AM

20. Deep learning on FPGA tutorial

Javier Mauricio Duarte (Fermi National Accelerator Lab. (US))

7/16/19, 2:00 PM

13. Examples and tutorial on ML for Gravitational Waves

Filip Morawski, Elena Cuoco (European Gravitational Observatory)

7/17/19, 10:00 AM

35. Autoencoders for Jet Physics

Maurizio Pierini (CERN), Thong Nguyen (California Institute of Technology (US))

7/18/19, 10:00 AM