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Improved training framework #2

Description

@suvayu

The training framework needs to be improved,

  • with more flexibility in multi objective losses,
  • how the training dataset is introduced over the epochs and
  • finally improvements to the hyperparameter tuner that is built in.

Code has been developed organically so far, it could benefit from

  • refactoring and design thinking
  • configurability

Tasks TBD

  • ...

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