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device: 'cuda'
data:
train_dataset: "/home/tumor/LungTumorSegmentation/Resources/Malvik_train_1/standard.yaml"
aug_prob: 0.1
scale_dim:
d_0: 128
d_1: 128
d_2: 128
model:
architecture: UNet_test
loss: DiceLoss
filter_base: 64
filter_expansion: 2
optimizer:
name: 'Adam'
lr: 0.00001
train:
max_epochs: 500
val_frequency: 1
output_threshold: 0.5
metric_path: "/home/tumor/out/full_filter.csv"
save_frequency: 15
model_directory: "/home/tumor/out/models/"
batch_size: 10
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