libs/solaris/nets/configs/selimsef_densenet121unet_spacenet4.yml [104:127]:
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  steps_per_epoch:
  optimizer: AdamW
  lr: 2e-4
  opt_args:
    weight_decay: 0.0001
  loss:
    focal:
    dice:
  loss_weights:
    focal: 1
    dice: 1
  metrics:
    training:
    validation:
  checkpoint_frequency: 10
  callbacks:
    lr_schedule:
      schedule_type: 'arbitrary'
      schedule_dict:
        milestones:
          - 1
          - 5
          - 15
          - 30
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libs/solaris/nets/configs/selimsef_densenet161unet_spacenet4.yml [104:127]:
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  steps_per_epoch:
  optimizer: AdamW
  lr: 2e-4
  opt_args:
    weight_decay: 0.0001
  loss:
    focal:
    dice:
  loss_weights:
    focal: 1
    dice: 1
  metrics:
    training:
    validation:
  checkpoint_frequency: 10
  callbacks:
    lr_schedule:
      schedule_type: 'arbitrary'
      schedule_dict:
        milestones:
          - 1
          - 5
          - 15
          - 30
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