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Further improvement to DNN/BDT code structure #13

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andreypz opened this issue Sep 18, 2024 · 1 comment
Open
4 tasks

Further improvement to DNN/BDT code structure #13

andreypz opened this issue Sep 18, 2024 · 1 comment
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@andreypz
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andreypz commented Sep 18, 2024

I notice that the params/trainings.yaml file is, in fact, not used. Instead the model files are hardcoded in the config.

  • So, we should switch to using the yaml file to read all the parameters

  • We should understand whether the following Warning is important:

[WARNING ] Compiled the loaded model, but the compiled metrics have yet to be built. `model.compile_metrics` will be empty until you train or evaluate the model.
  • Do the training for all 4 periods of Run3
  • Implement a feature to only use events with even Event Number for training. The Odd event numbers should be used for analysis. Then, ta scale factor of 2 should be also implemented for the affected samples.
@ValVau
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ValVau commented Sep 20, 2024

Sure, I will take care of that

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