Add config files

config/resnet43_local_34.ini

@@ -0,0 +1,53 @@
+[info]
+experiment: ResNet default settings
+name: V2_resnet43_34
+
+[dataset]
+pixels: 64
+n_classes: 2
+channels: 1
+subset: None
+filenames_train: ./../../data/cadV2_0.5mm_64x64_xy_xz_yz/subset[0152789]/*/*.pkl.gz
+filenames_validation: ./../../data/cadV2_0.5mm_64x64_xy_xz_yz/subset[6]/*/*.pkl.gz
+data_folder: None ;not used
+
+[network]
+architecture: resnet
+input_size: 64
+depth: 4
+branching_factor: 3
+batch_normalization: True
+batch_normalization_alpha: 0.1
+dropout: 0.25
+spatial_dropout: 0.5
+gaussian_noise: 0.05
+
+[updates]
+optimization: -
+learning_rate: 0 ;not used, see schedule
+momentum: 0.92
+l2_lambda: 0.00003
+batch_size_train: 60
+batch_size_validation: 140
+n_epochs: 240
+
+[preprocessing] ;Not used
+random_crop: 0 ;no cropping
+erode_segmentation: 11
+
+[normalization]
+zero_center: True
+mean_pixel: 0.2606236106512
+
+[augmentation]
+augment: True
+flip: True
+zoom: 0.08
+rotation: 20
+translation: 3
+
+
+[misc]
+multiprocess_load_augmentation: False
+save_every_n_epoch: 2
+n_workers_load_augmentation: 4

config/resnet43_local_78.ini

@@ -26,7 +26,7 @@ gaussian_noise: 0.05
 optimization: -
 learning_rate: 0 ;not used, see schedule
 momentum: 0.92
-l2_lambda: 0.00005
+l2_lambda: 0.00003
 batch_size_train: 60
 batch_size_validation: 140
 n_epochs: 240