13 August 2019
CERN
Europe/Zurich timezone
There is a live webcast for this event.

Fast Inference on FPGAs for HEP trigger systems

13 Aug 2019, 16:01
7m
31/3-004 - IT Amphitheatre (CERN)

31/3-004 - IT Amphitheatre

CERN

105
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Speaker

Hamza Javed

Description

In order to benefit of modern machine learning in the early stages of the data acquisition of a typical HEP experiment, one has to be able to execute ML model inference within the
latency of the L1 trigger system. At the LHC, this time is of O(10) μs. The aim of this project is to deploy a set of LHC-related neural networks to the Intel FPGAs.

Presentation Materials