Name: TA5-WP2/WP5: Working meeting - neural networks on FPGAs
Start: 2024-04-08T09:30:00+02:00
End: 2024-04-08T10:30:00+02:00
Location: No location set

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preparation of FPGA workshop:
- weeks in September 9-13 or 23-27 look most attractive
- make a dudel to find out about preference of TA5-FPGA group
- announce plan at next TA5 meeting (Apr 11)
- contact other TA's for input/suggestions
write announcement of June CERN FPGA workshop
new student in Dortmund group: N. Schulte will work on LHCb b-trigger/tracker
next meeting: Monday May 6 at 9h30

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- 09:30 → 09:35
  
  Introduction 5m
- 09:35 → 09:50
  
  Discussion of in-person workshop 15m
  
  Ideas for hands-on collected last meeting:
  ANN models for FPGA: frameworks (Tensor Flow, ...), ...
  pipeline from idea to realisation in firmware
  quantization aware training
  OneAPI (replacement of HLS for Intel)
  generic tool for FPGA machine learning: simple accelerator PC card (Alveo, ...)
  ATLAS tracking
  large data I/O possible between FPGAs
  experience FPGA farm?
  hls4ml: from compiled network to FPGA implementation, data access, ...
  Versal AI engines
  2 days in September
  Tentative weeks: Sep 9-13; Sep 23-27