Update titan configs

gzuidhof · Jun 12, 2016 · 66c647d · 66c647d
1 parent 76a07dc
commit 66c647d
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diff --git a/config/default_05mm_titan.ini b/config/default_05mm_titan.ini
@@ -0,0 +1,35 @@
+[info]
+experiment: U-net default titan
+name: unet_large
+
+[network]
+input_size: 572
+depth: 5
+branching_factor: 3
+batch_normalization: True
+
+[updates]
+optimization: nesterov
+learning_rate: 0.0005
+momentum: 0.92
+l2_lambda: 1e-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
diff --git a/config/default_05mm_titan_10lr.ini b/config/default_05mm_titan_10lr.ini
@@ -0,0 +1,35 @@
+[info]
+experiment: U-net default titan
+name: unet_large
+
+[network]
+input_size: 572
+depth: 5
+branching_factor: 3
+batch_normalization: True
+
+[updates]
+optimization: nesterov
+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
diff --git a/config/titan_x_default_larger.ini b/config/titan_x_default_larger.ini
@@ -0,0 +1,17 @@
+[info]
+experiment: U-net larger
+
+[network]
+branching_factor: 5
+batch_normalization: True
+
+[updates]
+learning_rate: 0.00006
+l2_lambda: 2e-5
+momentum: 0.94
+batch_size_train: 13
+batch_size_validation: 26
+
+[misc]
+multiprocess_load_augmentation: False
+save_every_n_epoch: 2