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


  
1

	
2

	
3

	
4

	
5

	
6

	
7

	
8

	
9

	
10

	
11

	
12

	
13

	
14

	
15

	
16

	
17

	
18

	
19

	
20

	
21

	
22

	
23

	
24

	
25

	
26

	
27

	
28

	
29

	
30

	
31

	
32

	
33

	
            program: run.py
method: grid #bayes
command:
  - ${env}
  - ${interpreter}
  - ${program}
  - ${args_no_hyphens}
metric:
  name: val/dice
  goal: maximize
parameters:
  # train.learning_rate:
  #   distribution: log_uniform
  #   min: -11
  #   max: -6

  model.network_conf.architecture:
    distribution: categorical
    values:
      - "unet"
      - "unet++"
      - "resunet"
      - "resunet++"
      - "efficientunet++"
  
  model.network_conf.encoder_name:
    distribution: categorical
    values:
      - "resnet34"
      #- "resnet50" 
      - "efficientnet-b5"
      #- "efficientnet-b6"
      #- "efficientnet-b7"