diff --git a/paddle/fluid/framework/ir/adaptive_pool2d_convert_global_pass.cc b/paddle/fluid/framework/ir/adaptive_pool2d_convert_global_pass.cc
index 7846016d7e7b290f5b2bc3b2f35242df230dcc83..2625cb48174b88e01e6d09efa5e869642c958ffb 100644
--- a/paddle/fluid/framework/ir/adaptive_pool2d_convert_global_pass.cc
+++ b/paddle/fluid/framework/ir/adaptive_pool2d_convert_global_pass.cc
@@ -67,6 +67,7 @@ AdaptivePool2dConvertGlobalPass::AdaptivePool2dConvertGlobalPass() {
 
 void AdaptivePool2dConvertGlobalPass::ApplyImpl(ir::Graph* graph) const {
   std::string name_scope = "adaptive_pool2d_convert_global_pass";
+
   FusePassBase::Init(name_scope, graph);
   int num = 0;
   for (const Node* n : graph->Nodes()) {
@@ -77,13 +78,13 @@ void AdaptivePool2dConvertGlobalPass::ApplyImpl(ir::Graph* graph) const {
         if (op->HasAttr("global_pooling")) {
           bool global_pooling =
               BOOST_GET_CONST(bool, op->GetAttr("global_pooling"));
-          if (global_pooling) return;
+          if (global_pooling) continue;
         }
-        if (!op->HasAttr("pooling_type")) return;
+        if (!op->HasAttr("pooling_type")) continue;
         std::string type =
             BOOST_GET_CONST(std::string, op->GetAttr("pooling_type"));
         // adaptive has no effect on max pooling
-        if (type == "max") return;
+        if (type == "max") continue;
         bool adaptive = BOOST_GET_CONST(bool, op->GetAttr("adaptive"));
         std::vector<int> ksize =
             BOOST_GET_CONST(std::vector<int>, op->GetAttr("ksize"));