diff --git a/paddle/fluid/framework/ir/conv_elementwise_add2_act_fuse_pass.cc b/paddle/fluid/framework/ir/conv_elementwise_add2_act_fuse_pass.cc
index e7656171700b4ff7dda665b985521902518d7720..f2a295694dcb962536d4956370837a7346a4bc0e 100644
--- a/paddle/fluid/framework/ir/conv_elementwise_add2_act_fuse_pass.cc
+++ b/paddle/fluid/framework/ir/conv_elementwise_add2_act_fuse_pass.cc
@@ -52,6 +52,56 @@ framework::proto::OpDesc PrepareOpDesc(
   desc.Flush();
   return *desc.Proto();
 }
+ConvElementwiseAdd2ActFusePass::ConvElementwiseAdd2ActFusePass() {
+  AddOpCompat(OpCompat("conv2d"))
+      .AddInput("Input")
+      .IsTensor()
+      .End()
+      .AddInput("Filter")
+      .IsTensor()
+      .End()
+      .AddOutput("Output")
+      .IsTensor()
+      .End()
+      .AddAttr("strides")
+      .End()
+      .AddAttr("paddings")
+      .End()
+      .AddAttr("padding_algorithm")
+      .IsStringIn({"EXPLICIT", "SAME", "VALID"})
+      .End()
+      .AddAttr("groups")
+      .IsNumGE(1)
+      .End()
+      .AddAttr("dilations")
+      .End()
+      .AddAttr("data_format")
+      .IsStringIn({"NHWC", "NCHW"})
+      .End();
+
+  AddOpCompat(OpCompat("elementwise_add"))
+      .AddInput("X")
+      .IsTensor()
+      .End()
+      .AddInput("Y")
+      .IsTensor()
+      .End()
+      .AddOutput("Out")
+      .IsTensor()
+      .End()
+      .AddAttr("axis")
+      // the first elementwise_add-axis needs to be 1, the second has to be -1
+      .IsIntIn({1, -1})
+      .End();
+
+  AddOpCompat(OpCompat("relu"))
+      .AddInput("X")
+      .IsTensor()
+      .End()
+      .AddOutput("Out")
+      .IsTensor()
+      .End();
+}
 
 void ConvElementwiseAdd2ActFusePass::ApplyImpl(ir::Graph* graph) const {
   const std::string pattern_name = "conv_elementwise_add2_act_fuse";
@@ -66,6 +116,10 @@ void ConvElementwiseAdd2ActFusePass::ApplyImpl(ir::Graph* graph) const {
 
   auto handler = [&](const GraphPatternDetector::subgraph_t& subgraph,
                      Graph* g) {
+    if (!IsCompat(subgraph, g)) {
+      LOG(WARNING) << "Pass op compat failed.";
+      return;
+    }
     GET_NODES;
 
     auto base_op_desc = *conv_op->Op()->Proto();
diff --git a/paddle/fluid/framework/ir/conv_elementwise_add2_act_fuse_pass.h b/paddle/fluid/framework/ir/conv_elementwise_add2_act_fuse_pass.h
index e68f57d4ae998203c6f34aee7cca11d69a5e6d3f..3d5e5788fed2d002a63a0a6149b06be1f54e015a 100644
--- a/paddle/fluid/framework/ir/conv_elementwise_add2_act_fuse_pass.h
+++ b/paddle/fluid/framework/ir/conv_elementwise_add2_act_fuse_pass.h
@@ -24,6 +24,7 @@ class Graph;
 
 class ConvElementwiseAdd2ActFusePass : public FusePassBase {
  public:
+  ConvElementwiseAdd2ActFusePass();
   virtual ~ConvElementwiseAdd2ActFusePass() {}
 
  protected: