diff --git a/mindinsight/datavisual/common/exceptions.py b/mindinsight/datavisual/common/exceptions.py
index 441b362cf56953e6bd5583a094b9900503a098ea..046e233d7a45e9894266dfc88e539e6d980e4953 100644
--- a/mindinsight/datavisual/common/exceptions.py
+++ b/mindinsight/datavisual/common/exceptions.py
@@ -76,8 +76,11 @@ class SummaryLogIsLoading(MindInsightException):
 
 class NodeNotInGraphError(MindInsightException):
     """Can not find node in graph error."""
-    def __init__(self):
-        error_msg = "Can not find node in graph by given node name."
+    def __init__(self, node_name, node_type=None):
+        if node_type is not None:
+            error_msg = f"Can not find node in graph by the given node name. node name: {node_name}, type: {node_type}."
+        else:
+            error_msg = f"Can not find node in graph by the given node name. node name: {node_name}."
         super(NodeNotInGraphError, self).__init__(DataVisualErrors.NODE_NOT_IN_GRAPH_ERROR,
                                                   error_msg,
                                                   http_code=400)
diff --git a/mindinsight/datavisual/data_transform/graph/graph.py b/mindinsight/datavisual/data_transform/graph/graph.py
index 2e9bb0d5ff2078ce9ad5610f175ba1920f65f9c1..24ba5d56579129da8e9b118887858bfd21eb00d0 100644
--- a/mindinsight/datavisual/data_transform/graph/graph.py
+++ b/mindinsight/datavisual/data_transform/graph/graph.py
@@ -21,7 +21,7 @@ import time
 from enum import Enum
 
 from mindinsight.datavisual.common.log import logger
-from mindinsight.datavisual.common import exceptions
+from mindinsight.datavisual.common.exceptions import NodeNotInGraphError
 from .node import NodeTypeEnum
 from .node import Node
 
@@ -151,7 +151,7 @@ class Graph:
         """
         if node_name and self._polymeric_nodes.get(node_name) is None \
                 and self._normal_nodes.get(node_name) is None:
-            raise exceptions.NodeNotInGraphError()
+            raise NodeNotInGraphError(node_name=node_name)
 
         response = {}
         nodes = self.get_normal_nodes()
diff --git a/mindinsight/datavisual/data_transform/graph/msgraph.py b/mindinsight/datavisual/data_transform/graph/msgraph.py
index d59c7f3b5c4f8a7cd07aa0a6dc36a33d65fcbf60..e2f01698437b7aa7ff4812dfad1555b39d952aba 100644
--- a/mindinsight/datavisual/data_transform/graph/msgraph.py
+++ b/mindinsight/datavisual/data_transform/graph/msgraph.py
@@ -82,7 +82,7 @@ class MSGraph(Graph):
         self._calc_output()
 
         logger.info("Build leaf nodes end, normal nodes count: %s, group count: %s, "
-                    "left node count: %s.", len(self._normal_nodes), len(self._node_groups),
+                    "leaf nodes count: %s.", len(self._normal_nodes), len(self._node_groups),
                     len(self._leaf_nodes))
 
     def _calc_input(self, leaf_node_id_map_name, graph_proto, const_nodes_map):
diff --git a/mindinsight/datavisual/processors/graph_processor.py b/mindinsight/datavisual/processors/graph_processor.py
index a1da429166aaae06f00e0db8785ea02854a33de3..7e596fab62a6c9dfebfde74badddc9519c61cc28 100644
--- a/mindinsight/datavisual/processors/graph_processor.py
+++ b/mindinsight/datavisual/processors/graph_processor.py
@@ -23,6 +23,7 @@ from mindinsight.datavisual.common.validation import Validation
 from mindinsight.datavisual.data_transform.graph import NodeTypeEnum
 from mindinsight.datavisual.processors.base_processor import BaseProcessor
 from mindinsight.utils.exceptions import ParamValueError
+from mindinsight.datavisual.common.exceptions import NodeNotInGraphError
 
 
 class GraphProcessor(BaseProcessor):
@@ -95,15 +96,15 @@ class GraphProcessor(BaseProcessor):
                 '' % (NodeTypeEnum.NAME_SCOPE.value, NodeTypeEnum.POLYMERIC_SCOPE.value))
 
         if name and not self._graph.exist_node(name):
-            raise ParamValueError("The node name is not in graph.")
+            raise NodeNotInGraphError(node_name=name, node_type=node_type)
         nodes = []
         if node_type == NodeTypeEnum.NAME_SCOPE.value:
             nodes = self._graph.get_normal_nodes(name)
 
         if node_type == NodeTypeEnum.POLYMERIC_SCOPE.value:
             if not name:
-                raise ParamValueError('The node name "%s" not in graph, node type is %s.' %
-                                      (name, node_type))
+                raise NodeNotInGraphError(node_name=name, node_type=node_type)
+
             polymeric_scope_name = name
             nodes = self._graph.get_polymeric_nodes(polymeric_scope_name)
 
diff --git a/tests/ut/datavisual/processors/test_graph_processor.py b/tests/ut/datavisual/processors/test_graph_processor.py
index fd401500af15d57f0883b2b6031ab817df7daf1a..87f72aae49ea8216380906fedb9108def5b3c937 100644
--- a/tests/ut/datavisual/processors/test_graph_processor.py
+++ b/tests/ut/datavisual/processors/test_graph_processor.py
@@ -27,6 +27,7 @@ import pytest
 from mindinsight.datavisual.common import exceptions
 from mindinsight.datavisual.common.enums import PluginNameEnum
 from mindinsight.datavisual.common.exceptions import GraphNotExistError
+from mindinsight.datavisual.common.exceptions import NodeNotInGraphError
 from mindinsight.datavisual.data_transform import data_manager
 from mindinsight.datavisual.data_transform.data_manager import DataManager
 from mindinsight.datavisual.data_transform.loader_generators.data_loader_generator import DataLoaderGenerator
@@ -120,14 +121,11 @@ class TestGraphProcessor:
     @pytest.mark.parametrize("name, node_type", [("not_exist_name", "name_scope"), ("", "polymeric_scope")])
     def test_get_nodes_with_not_exist_name(self, name, node_type):
         """Test getting nodes with not exist name."""
-        with pytest.raises(ParamValueError) as exc_info:
+        with pytest.raises(NodeNotInGraphError) as exc_info:
             graph_processor = GraphProcessor(self._train_id, self._mock_data_manager)
             graph_processor.get_nodes(name, node_type)
 
-        if name:
-            assert "The node name is not in graph." in exc_info.value.message
-        else:
-            assert f'The node name "{name}" not in graph, node type is {node_type}.' in exc_info.value.message
+        assert 'Can not find node in graph by the given node name' in exc_info.value.message
 
     @pytest.mark.usefixtures('load_graph_record')
     @pytest.mark.parametrize(