default_05mm_titan_10lr.ini

[info]
experiment: U-net default titan
name: unet_large

[network]
input_size: 572
depth: 5
branching_factor: 3
batch_normalization: True

[updates]
optimization: adam
learning_rate: 0.0005
momentum: 0.92
l2_lambda: 5e-5
batch_size_train: 36
batch_size_validation: 72
n_epochs: 80

[preprocessing]
random_crop: 572
erode_segmentation: 9

[augmentation]
augment: True
flip: True
zoom: 0.08 ;Not working yet
rotation: 20
translation: 3


[misc]
multiprocess_load_augmentation: True
save_every_n_epoch: 1
n_workers_load_augmentation: 8