Vemund Fredriksen
Add training pipeline (#21)
1cc0005 unverified
device: 'cuda'
data:
dataset: "/home/tumor/LungTumorSegmentation/Resources/Malvik/msd_dataset.yaml"
aug_prob: 0.1
scale_dim:
d_0: 256
d_1: 256
d_2: 128
model:
architecture: UNet4
loss: DiceLoss
weights: "/home/tumor/out/models/model_best.pth"
filter_base: 16
filter_expansion: 2
optimizer:
name: 'Adam'
lr: 0.0001
inference:
save_directory: "/home/tumor/segs/"