diff --git a/paddle/fluid/framework/ir/conv_elementwise_add_mkldnn_fuse_pass.cc b/paddle/fluid/framework/ir/conv_elementwise_add_mkldnn_fuse_pass.cc
index f7b76ab08a74b4f98674b442f3899c7f2628ad65..0e37bf963466dfd2e8d6afc8ab41d96fbdddcde7 100644
--- a/paddle/fluid/framework/ir/conv_elementwise_add_mkldnn_fuse_pass.cc
+++ b/paddle/fluid/framework/ir/conv_elementwise_add_mkldnn_fuse_pass.cc
@@ -39,25 +39,25 @@ struct Conv {
 
   std::function<PDNode* ()> operator()(std::shared_ptr<Pattern> pattern) {
     return [&]() -> PDNode* {
-        auto conv_op = pattern->new_node(op_name())
-                              ->assert_is_op("conv2d");
+      auto conv_op = pattern->new_node(op_name())
+                            ->assert_is_op("conv2d");
 
-        auto input_var = pattern->new_node(input_name())
-                                ->assert_is_op_input(op_name(),
-                                                     input_name());
-                            
-        auto filter_var = pattern->new_node(filter_name())
-                                 ->assert_is_op_input(op_name(),
-                                                      filter_name());
+      auto input_var = pattern->new_node(input_name())
+                              ->assert_is_op_input(op_name(),
+                                                   input_name());
+                          
+      auto filter_var = pattern->new_node(filter_name())
+                               ->assert_is_op_input(op_name(),
+                                                    filter_name());
 
-        auto output_var = pattern->new_node(output_name())
-                                 ->assert_is_op_output(op_name(),
-                                                       output_name());
+      auto output_var = pattern->new_node(output_name())
+                               ->assert_is_op_output(op_name(),
+                                                     output_name());
 
-        conv_op->LinksFrom({input_var, filter_var});
-        conv_op->LinksTo({output_var});
+      conv_op->LinksFrom({input_var, filter_var});
+      conv_op->LinksTo({output_var});
 
-        return output_var;
+      return output_var;
     };
   }
 };
@@ -139,7 +139,7 @@ graph_ptr ConvElementwiseAddMKLDNNFusePass::ApplyImpl(graph_ptr graph) const {
 
   conv_output->AsIntermediate();
 
-  auto fuse_conv = [&](Graph* g, Node* conv_input, Node* conv_filter, Node* y) {
+  auto fuse_conv = [](Graph* g, Node* conv_input, Node* conv_filter, Node* y) {
     OpDesc op_desc;
     op_desc.SetType("conv2d");
 
@@ -147,7 +147,8 @@ graph_ptr ConvElementwiseAddMKLDNNFusePass::ApplyImpl(graph_ptr graph) const {
     op_desc.SetInput("Filter", {conv_filter->Name()});
     op_desc.SetOutput("Output", {y->Name()});
 
-    op_desc.SetAttr("fuse_sum", true);
+    op_desc.SetAttr("use_mkldnn", true);
+    op_desc.SetAttr("fuse_eltwise", true);
 
     auto fused_conv_op = g->CreateOpNode(&op_desc);
 
@@ -175,7 +176,7 @@ graph_ptr ConvElementwiseAddMKLDNNFusePass::ApplyImpl(graph_ptr graph) const {
 
     fuse_conv(g, conv_input, conv_filter, elementwise_add_y);
     patterns::CorrectGraphEdges(g, elementwise_add_out, elementwise_add_y);
-    patterns::GraphSafeRemoveNodes(g, {conv_output, elementwise_add_out, conv_op, elementwise_add_op});
+    GraphSafeRemoveNodes(g, {conv_output, elementwise_add_out, conv_op, elementwise_add_op});
   };
 
   gpd(graph.get(), handler);