diff --git a/salt/modules/cp.py b/salt/modules/cp.py
index 2156735ca0..18d999f054 100644
--- a/salt/modules/cp.py
+++ b/salt/modules/cp.py
@@ -688,7 +688,7 @@ def push(path, keep_symlinks=False, upload_path=None, remove_source=False):
     load_path_split_drive = os.path.splitdrive(load_path_normal)[1]
 
     # Finally, split the remaining path into a list for delivery to the master
-    load_path_list = load_path_split_drive.split(os.sep)
+    load_path_list = [_f for _f in load_path_split_drive.split(os.sep) if _f]
 
     load = {'cmd': '_file_recv',
             'id': __opts__['id'],