diff --git a/paddle/fluid/inference/analysis/passes/memory_optimize_pass.cc b/paddle/fluid/inference/analysis/passes/memory_optimize_pass.cc
old mode 100644
new mode 100755
index 2ff82986e945caf3ecd0ee91bac02c9a9ad48272..40a8c5ce66a2a5b7c5f54784abdcbdc2c9e3e531
--- a/paddle/fluid/inference/analysis/passes/memory_optimize_pass.cc
+++ b/paddle/fluid/inference/analysis/passes/memory_optimize_pass.cc
@@ -222,6 +222,51 @@ void MakeSimpleReusePlan(
   }
 }
 
+// Remove the inplace operation from the plan because it does not support memory
+// reuse
+void DelInplaceOpFromPlan(
+    Graph* graph,
+    std::unordered_map<std::string, std::string>* node2cluster,
+    int sort_kind) {
+  auto topo_nodes = TopologyVarientSort(
+      *graph, static_cast<framework::ir::SortKind>(sort_kind));
+  for (auto* op_node : topo_nodes) {
+    if (!op_node->IsOp()) continue;
+    auto input_tensors = op_node->inputs;
+    auto output_tensors = op_node->outputs;
+
+    std::unordered_set<std::string> in_names;
+    for (const Node* node : input_tensors) {
+      if (!node->Var()) continue;
+      if (node->Var()->Persistable()) continue;
+      std::string var = node->Name();
+      in_names.insert(var);
+    }
+
+    for (const Node* node : output_tensors) {
+      if (!node->Var()) continue;
+      if (node->Var()->Persistable()) continue;
+      std::string var = node->Name();
+      if (in_names.find(var) != in_names.end()) {
+        // delete key
+        if (node2cluster->count(var)) {
+          node2cluster->erase(var);
+        }
+        // delete value
+        std::string tmp_name = "";
+        for (auto it = node2cluster->begin(); it != node2cluster->end(); ++it) {
+          if (it->second == var) {
+            if (tmp_name == "") {
+              tmp_name = it->first;
+            }
+            it->second = tmp_name;
+          }
+        }
+      }
+    }
+  }
+}
+
 // NOTE The optimized opdesc doesn't match ir::Graph.
 void UpdateOpDescsByReuse(
     Graph* graph,
@@ -324,6 +369,7 @@ void MemoryOptimizePass::RunImpl(Argument* argument) {
   CollectLifeCycle(graph, &lifecycles, sort_kind);
   CollectVarMemorySize(graph, &space_table);
   MakeSimpleReusePlan(lifecycles, space_table, &node2cluster, &cluster_size);
+  DelInplaceOpFromPlan(graph, &node2cluster, sort_kind);
 
   auto* pass_res_info = PassResultInfoForRuntime::Instance();
   pass_res_info->Set(