diff --git a/configs/pspnet.yaml b/configs/pspnet.yaml
index 57886b5ba03ea1c795d0c81b7fb982b708e416c9..fdc960d6af81bcba30128e972f260da05b33b0e8 100644
--- a/configs/pspnet.yaml
+++ b/configs/pspnet.yaml
@@ -32,7 +32,7 @@ TEST:
     TEST_MODEL: "snapshots/cityscapes_pspnet50/final"
 TRAIN:
     MODEL_SAVE_DIR: "snapshots/cityscapes_pspnet50/"
-    PRETRAINED_MODEL_DIR: u"pretrained_model/pspnet50_cityscapes/"
+    PRETRAINED_MODEL_DIR: u"pretrained_model/pspnet50_bn_cityscapes/"
     SNAPSHOT_EPOCH: 10
 SOLVER:
     LR: 0.001
diff --git a/turtorial/finetune_pspnet.md b/turtorial/finetune_pspnet.md
index 34d20dda85cf56399710d0f70d610fed9997a042..931c3c5f7515e2ebec3d4fccf3069ecc6d6c00fb 100644
--- a/turtorial/finetune_pspnet.md
+++ b/turtorial/finetune_pspnet.md
@@ -76,7 +76,7 @@ AUG:
     FIX_RESIZE_SIZE: (512, 512)
 BATCH_SIZE: 4
 TRAIN:
-    PRETRAINED_MODEL_DIR: "./pretrained_model/pspnet50_cityscapes/"
+    PRETRAINED_MODEL_DIR: "./pretrained_model/pspnet50_bn_cityscapes/"
     MODEL_SAVE_DIR: "./saved_model/pspnet_pet/"
     SNAPSHOT_EPOCH: 10
 TEST: