diff --git a/paddle/fluid/framework/ir/graph_pattern_detector.cc b/paddle/fluid/framework/ir/graph_pattern_detector.cc
index e811475dd83e9c8145bef60a39570b8dfe358de1..b0792ee0812c96eda9d3644d1b157168643f3448 100644
--- a/paddle/fluid/framework/ir/graph_pattern_detector.cc
+++ b/paddle/fluid/framework/ir/graph_pattern_detector.cc
@@ -2243,8 +2243,12 @@ PDNode *patterns::PriorBox::operator()() {
   return boxes_var;
 }
 
+#if CUDNN_VERSION >= 8000
 std::unordered_set<std::string> conv_act_set(
     {"identity", "relu", "sigmoid", "tanh"});
+#else
+std::unordered_set<std::string> conv_act_set({"identity", "relu"});
+#endif
 
 PDNode *patterns::ConvElementwiseaddAct::operator()(PDNode *conv_in) {
   conv_in->AsInput();