diff --git a/docs/source/quick_start/md/quick_start.md b/docs/source/quick_start/md/quick_start.md
index de50b83037db464787b45e86b0344f536a07742e..7df4f48a997e35c001ae462b1f9d3052434eb443 100644
--- a/docs/source/quick_start/md/quick_start.md
+++ b/docs/source/quick_start/md/quick_start.md
@@ -49,7 +49,7 @@ Currently our PGL is developed based on static computational mode of paddle (we
 import paddle.fluid as fluid
 
 use_cuda = False  
-place = fluid.GPUPlace(0) if use_cuda else fluid.CPUPlace()
+place = fluid.CUDAPlace(0) if use_cuda else fluid.CPUPlace()
 
 # use GraphWrapper as a container for graph data to construct a graph neural network
 gw = pgl.graph_wrapper.GraphWrapper(name='graph',
diff --git a/pgl/graph_wrapper.py b/pgl/graph_wrapper.py
index 9545a8210567e55dbadf37251ddf475a5ac9f5f9..3f30da477a5e97287315efc4e693eaa022399d84 100644
--- a/pgl/graph_wrapper.py
+++ b/pgl/graph_wrapper.py
@@ -278,7 +278,7 @@ class StaticGraphWrapper(BaseGraphWrapper):
 
         graph: The static graph that should be put into memory
 
-        place: fluid.CPUPlace or fluid.GPUPlace(n) indicating the
+        place: fluid.CPUPlace or fluid.CUDAPlace(n) indicating the
                device to hold the graph data.
 
     Examples:
@@ -456,7 +456,7 @@ class StaticGraphWrapper(BaseGraphWrapper):
         """Placing the graph data into the devices.
 
         Args:
-            place: fluid.CPUPlace or fluid.GPUPlace(n) indicating the
+            place: fluid.CPUPlace or fluid.CUDAPlace(n) indicating the
                    device to hold the graph data.
         """
         log.info(
@@ -475,7 +475,7 @@ class GraphWrapper(BaseGraphWrapper):
     Args:
         name: The graph data prefix
 
-        place: fluid.CPUPlace or fluid.GPUPlace(n) indicating the
+        place: fluid.CPUPlace or fluid.CUDAPlace(n) indicating the
                device to hold the graph data.
 
         node_feat: A list of tuples that decribe the details of node
diff --git a/pgl/heter_graph_wrapper.py b/pgl/heter_graph_wrapper.py
index 3f16efb892dfdda94e96e3bfb38068cd4f9ca82f..a56bc4e3151b1ab0a136e939e4b736cb8bc32742 100644
--- a/pgl/heter_graph_wrapper.py
+++ b/pgl/heter_graph_wrapper.py
@@ -44,7 +44,7 @@ class HeterGraphWrapper(object):
     Args:
         name: The heterogeneous graph data prefix
 
-        place: fluid.CPUPlace or fluid.GPUPlace(n) indicating the
+        place: fluid.CPUPlace or fluid.CUDAPlace(n) indicating the
                device to hold the graph data.
 
         node_feat: A dict of list of tuples that decribe the details of node
diff --git a/pgl/tests/test_gin.py b/pgl/tests/test_gin.py
index 7abdbad2f07114d14b70d8b08604e567f75367ae..a228de3d1c2dbcefde701457feea7d91d09a0d49 100644
--- a/pgl/tests/test_gin.py
+++ b/pgl/tests/test_gin.py
@@ -51,7 +51,7 @@ class GinTest(unittest.TestCase):
         g = graph.Graph(num_nodes=num_nodes, edges=edges, node_feat=node_feat)
 
         use_cuda = False
-        place = F.GPUPlace(0) if use_cuda else F.CPUPlace()
+        place = F.CUDAPlace(0) if use_cuda else F.CPUPlace()
 
         prog = F.Program()
         startup_prog = F.Program()
diff --git a/tutorials/1-Introduction.ipynb b/tutorials/1-Introduction.ipynb
index 991bf88b3e4ee74ee0f727b510b407269a16e9dc..9d849a015e855b072f634d15c8084e07520831af 100644
--- a/tutorials/1-Introduction.ipynb
+++ b/tutorials/1-Introduction.ipynb
@@ -145,7 +145,7 @@
    "source": [
     "import paddle.fluid as fluid\n",
     "use_cuda = False  \n",
-    "place = fluid.GPUPlace(0) if use_cuda else fluid.CPUPlace()\n",
+    "place = fluid.CUDAPlace(0) if use_cuda else fluid.CPUPlace()\n",
     "\n",
     "gw = pgl.graph_wrapper.GraphWrapper(name='graph',\n",
     "                place = place,\n",