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device: 'cuda'
data:
train_dataset: "/cluster/work/sosevle/LungTumorSegmentation/Resources/Idun_Train_2/data.yaml"
aug_prob: 0.5
scale_dim:
d_0: 176
d_1: 176
d_2: 96
model:
architecture: UNet4
loss: DiceLoss
weights:
filter_base: 64
filter_expansion: 2
optimizer:
name: 'Adam'
lr: 0.00012
train:
max_epochs: 5000
val_frequency: 1
output_threshold: 0.5
metric_path: "/cluster/work/sosevle/metrics/t64.csv"
save_frequency: 5
model_directory: "/cluster/work/sosevle/models/64/"
batch_size: 10 |