diff --git a/paddle/fluid/framework/ir/op_compat_sensible_pass.cc b/paddle/fluid/framework/ir/op_compat_sensible_pass.cc
index e29525cb8cd04b245a516d7f3e6970ba570c9c37..c0f17af3160ccd24ce83c97448edb7c7bc0958e2 100644
--- a/paddle/fluid/framework/ir/op_compat_sensible_pass.cc
+++ b/paddle/fluid/framework/ir/op_compat_sensible_pass.cc
@@ -23,6 +23,13 @@ namespace paddle {
 namespace framework {
 namespace ir {
 
+AttrCompat& AttrCompat::IsStringEQ(const std::string& value) {
+  conditions_.emplace_back([value](const Attribute& attr) -> bool {
+    return value == BOOST_GET_CONST(std::string, attr);
+  });
+  return *this;
+}
+
 AttrCompat& AttrCompat::IsStringIn(const std::set<std::string>& candidates) {
   conditions_.emplace_back([candidates](const Attribute& attr) -> bool {
     std::string value = BOOST_GET_CONST(std::string, attr);
diff --git a/paddle/fluid/framework/ir/op_compat_sensible_pass.h b/paddle/fluid/framework/ir/op_compat_sensible_pass.h
index 1fb7339a24b6bc2abf64de0e3ce7adced10e374d..cfec1f123e238e249f7b76004b916491b347f3bd 100644
--- a/paddle/fluid/framework/ir/op_compat_sensible_pass.h
+++ b/paddle/fluid/framework/ir/op_compat_sensible_pass.h
@@ -37,6 +37,8 @@ class AttrCompat {
 
   // @{ String-related methods
   //! Assert the attribute is an string in the `candidates` domain.
+  AttrCompat& IsStringEQ(const std::string& value);
+  //! Assert the attribute is an string in the `candidates` domain.
   AttrCompat& IsStringIn(const std::set<std::string>& candidates);
   //! Assert the attribute is a string and match a custom judging function.
   AttrCompat& IsStringMatch(
diff --git a/paddle/fluid/framework/ir/repeated_fc_relu_fuse_pass.cc b/paddle/fluid/framework/ir/repeated_fc_relu_fuse_pass.cc
index 4c87b63625c1f69c09588c5bb8483ab03616f153..a03a6f5b2c72c6e7d33c92e11915c15578f54b07 100644
--- a/paddle/fluid/framework/ir/repeated_fc_relu_fuse_pass.cc
+++ b/paddle/fluid/framework/ir/repeated_fc_relu_fuse_pass.cc
@@ -31,6 +31,27 @@ namespace paddle {
 namespace framework {
 namespace ir {
 
+RepeatedFCReluFusePass::RepeatedFCReluFusePass() {
+  AddOpCompat(OpCompat("fc"))
+      .AddInput("Input")
+      .IsTensor()
+      .End()
+      .AddInput("W")
+      .IsTensor()
+      .End()
+      .AddInput("Bias")
+      .IsTensor()
+      .End()
+      .AddOutput("Out")
+      .IsTensor()
+      .End()
+      .AddAttr("in_num_col_dims")
+      .IsNumEQ(1)
+      .End()
+      .AddAttr("activation_type")
+      .IsStringEQ("relu")
+      .End();
+}
 static bool IsInputOfFC(Node* n) {
   if (n && n->IsVar() && VarLinksToOp(n, "fc")) {
     return true;
@@ -295,8 +316,9 @@ void BuildRepeatedFCReluPattern(PDPattern* pattern,
   }
 }
 
-static int BuildFusion(Graph* graph, const std::string& name_scope,
-                       int num_fc) {
+int RepeatedFCReluFusePass::BuildFusion(Graph* graph,
+                                        const std::string& name_scope,
+                                        int num_fc) const {
   GraphPatternDetector gpd;
   auto* pattern = gpd.mutable_pattern();
   BuildRepeatedFCReluPattern(pattern, name_scope, num_fc);
@@ -316,6 +338,10 @@ static int BuildFusion(Graph* graph, const std::string& name_scope,
   int fusion_count{0};
   auto handler = [&](const GraphPatternDetector::subgraph_t& subgraph,
                      Graph* g) {
+    if (!IsCompat(subgraph, g)) {
+      LOG(WARNING) << "repeated_fc_relu_fuse_pass failed in op compat.";
+      return;
+    }
     LOG(INFO) << "handle Repeated FC Act fuse";
     std::vector<Node*> weights_vars(num_fc);
     std::vector<Node*> bias_vars(num_fc);
diff --git a/paddle/fluid/framework/ir/repeated_fc_relu_fuse_pass.h b/paddle/fluid/framework/ir/repeated_fc_relu_fuse_pass.h
index 0be217cc748a248f4e5bf8d98922cb8ebdbd3e3c..b2933d26e07ab7a981649fd84c275ce6ddecfce8 100644
--- a/paddle/fluid/framework/ir/repeated_fc_relu_fuse_pass.h
+++ b/paddle/fluid/framework/ir/repeated_fc_relu_fuse_pass.h
@@ -31,12 +31,16 @@ class Graph;
 
 class RepeatedFCReluFusePass : public FusePassBase {
  public:
-  virtual ~RepeatedFCReluFusePass() {}
+  RepeatedFCReluFusePass();
 
  protected:
   void ApplyImpl(ir::Graph* graph) const override;
 
   const std::string name_scope_{"repeated_fc_relu_fuse"};
+
+ private:
+  int BuildFusion(Graph* graph, const std::string& name_scope,
+                  int num_fc) const;
 };
 
 }  // namespace ir