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Add jet conv model

Javier Duarte requested to merge jet_input_conv into jet_input

@ExcitingSquid @therwig

  • Here's an example of a really simple conv model for the jet inputs. Actually it's not even really convolutional because the kernel size is 1 (so it's more like the DeepSets approach).
  • A lot of optimization can be done here (number of jet inputs, topology of the model, etc.)
  • I also added set up to train with a GPU (as this will most likely be necessary as the model becomes bigger). Do you have GPU resources available? If not, I can try to get you access to some.
  • Are the most recent inputs the ones here: /afs/cern.ch/work/d/daekwon/public/l1samples/?

predict_mean rel_error_weight

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