diff --git a/contrib/scripts/ablation.sh b/contrib/scripts/ablation.sh
index 81fcdaa6..95e350c6 100755
--- a/contrib/scripts/ablation.sh
+++ b/contrib/scripts/ablation.sh
@@ -3,22 +3,22 @@
 source activate seismic-interpretation
 
 # Patch_Size 100: Patch vs Section Depth
-python scripts/prepare_dutchf3.py split_train_val patch --data-dir=/mnt/dutch --stride=50 --patch=100
+python scripts/prepare_dutchf3.py split_train_val patch --data-dir=/mnt/dutch --stride=50 --patch_size=100
 python train.py OUTPUT_DIR /data/output/hrnet_patch TRAIN.DEPTH patch TRAIN.PATCH_SIZE 100 --cfg 'configs/hrnet.yaml'
 python train.py OUTPUT_DIR /data/output/hrnet_section TRAIN.DEPTH section TRAIN.PATCH_SIZE 100 --cfg 'configs/hrnet.yaml'
 
 # Patch_Size 150: Patch vs Section Depth
-python scripts/prepare_dutchf3.py split_train_val patch --data-dir=/mnt/dutch --stride=50 --patch=150
+python scripts/prepare_dutchf3.py split_train_val patch --data-dir=/mnt/dutch --stride=50 --patch_size=150
 python train.py OUTPUT_DIR /data/output/hrnet_patch TRAIN.DEPTH patch TRAIN.PATCH_SIZE 150 --cfg 'configs/hrnet.yaml'
 python train.py OUTPUT_DIR /data/output/hrnet_section TRAIN.DEPTH section TRAIN.PATCH_SIZE 150 --cfg 'configs/hrnet.yaml'
 
 # Patch_Size 200: Patch vs Section Depth
-python scripts/prepare_dutchf3.py split_train_val patch --data-dir=/mnt/dutch --stride=50 --patch=200
+python scripts/prepare_dutchf3.py split_train_val patch --data-dir=/mnt/dutch --stride=50 --patch_size=200
 python train.py OUTPUT_DIR /data/output/hrnet_patch TRAIN.DEPTH patch TRAIN.PATCH_SIZE 200 --cfg 'configs/hrnet.yaml'
 python train.py OUTPUT_DIR /data/output/hrnet_section TRAIN.DEPTH section TRAIN.PATCH_SIZE 200 --cfg 'configs/hrnet.yaml'
 
 # Patch_Size 250: Patch vs Section Depth
-python scripts/prepare_dutchf3.py split_train_val patch --data-dir=/mnt/dutch --stride=50 --patch=250
+python scripts/prepare_dutchf3.py split_train_val patch --data-dir=/mnt/dutch --stride=50 --patch_size=250
 python train.py OUTPUT_DIR /data/output/hrnet_patch TRAIN.DEPTH patch TRAIN.PATCH_SIZE 250 TRAIN.AUGMENTATIONS.RESIZE.HEIGHT 250 TRAIN.AUGMENTATIONS.RESIZE.WIDTH 250 --cfg 'configs/hrnet.yaml'
 python train.py OUTPUT_DIR /data/output/hrnet_section TRAIN.DEPTH section TRAIN.PATCH_SIZE 250 TRAIN.AUGMENTATIONS.RESIZE.HEIGHT 250 TRAIN.AUGMENTATIONS.RESIZE.WIDTH 250 --cfg 'configs/hrnet.yaml'