40 MHz AD

Tuesday 16 May 2023, 10:00 → 11:20 Europe/Zurich

Patrick:

• KL subtract: @Thea try old subtract method in hls4ml, follow up with Vlad on keep_dims. Test both GP
• Remove keep_dims in invariant
• Quantized DS invariant: add inference snippet to synthesise.py
• Setup Patrick on openlab hls4ml and yavin (deodagiu)
• hls4ml tutorial: https://github.com/fastmachinelearning/hls4ml-tutorial/blob/main/part1_getting_started.ipynb

 

Andrew:

• Have read all relevant jet tagging papers
• Finishing dataset description
• WIll try resource/latency estimation script

 

 

10:00 → 10:05 News & updates

10:05 → 10:25 Fast BDTs with TF-DF and Conifer

Speaker: Andrew Oliver (ETH Zurich)

10:25 → 10:40 AXOL1TL

Speaker: Chang Sun (ETH Zurich (CH))

10:40 → 11:00 Steaming particles on FPGAs: DeepSets and Knowledge Distillation

Speaker: Denis-Patrick Odagiu