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model warm start

Ünal Akünal requested to merge feature/model-warm-start into develop

closes #800 (closed)

  • new dag train-with-pretrained-weights which triggers training dags
  • use PRETRAINED_WEIGHTS env var in clf workflow and nnunet
  • minor changes in LocalDagTriggerOperator: adapt to run without any dicom pased to DAGs
  • minor changes in clf workflow and nnunet to get the model checkpoints

Known TODOs:

  • publication form is not attached for nnunet, because it is not possible to validate required oneOf fields (see #928)
  • trigger operator has name "trigger_" because the selected dag id can not be passed to the operator
  • trigger operator starts new DAGs as service DAGs (i.e. not possible to interact via Workflow List), becuase the dag runs are not written in the DB by backend
Edited by Ünal Akünal

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