cwerner
/
deadtrees
connected to https://github.com/cwerner/deadtrees.git


  
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            program: scripts/train.py
method: bayes
command:
  - ${env}
  - ${interpreter}
  - ${program}
  - ${args_no_hyphens}
metric:
  name: val/total_loss
  goal: minimize
parameters:
  train.learning_rate:
    distribution: log_uniform
    min: -11
    max: -6

  model.network_conf.architecture:
    distribution: categorical
    values:
      - "unet"
      - "unetplusplus"
  
  model.network_conf.encoder_name:
    distribution: categorical
    values:
      - "resnet34"
      - "resnet50" 
      - "efficientnet-b5"
      - "efficientnet-b6"
      - "efficientnet-b7"