diff --git a/paddle/fluid/framework/details/build_strategy.cc b/paddle/fluid/framework/details/build_strategy.cc
index 43f6329083c16dd605ebc74a4aa31549516c2a8d..486770cdbd3089d8985054c0d05b2f52465e48a1 100644
--- a/paddle/fluid/framework/details/build_strategy.cc
+++ b/paddle/fluid/framework/details/build_strategy.cc
@@ -56,7 +56,7 @@ class ParallelExecutorPassBuilder : public ir::PassBuilder {
     AppendPrintGraphPass("graph_viz_pass", "_original_graph");
 
 #ifdef PADDLE_WITH_CINN
-    if (FLAGS_use_cinn) {
+    if (FLAGS_use_cinn || strategy.build_cinn_pass_) {
       // Note: This pass is used to enable cinn.
       AppendPass("build_cinn_pass");
       AppendPrintGraphPass("graph_viz_pass", "_build_cinn_graph");
diff --git a/paddle/fluid/framework/details/build_strategy.h b/paddle/fluid/framework/details/build_strategy.h
index c1ef2eba64684df85300197335aa7e5f88231244..4d5109952901b3d266cd14dfaeed50422eca6a35 100644
--- a/paddle/fluid/framework/details/build_strategy.h
+++ b/paddle/fluid/framework/details/build_strategy.h
@@ -103,6 +103,9 @@ struct BuildStrategy {
   // Fix the op run order.
   bool fix_op_run_order_{false};
 
+  // Lowering sub-graph into cinn ops.
+  bool build_cinn_pass_{false};
+
   // Operator fusion
   // TODO(dev-paddle): fuse_elewise_add_act_ops may cause some models have
   // cycle.
diff --git a/paddle/fluid/pybind/parallel_executor.cc b/paddle/fluid/pybind/parallel_executor.cc
index d0aea4e76df525d1fc5e32fa485974757888eb10..962bdd736f099cb7e7ad643592e7b259e296374e 100644
--- a/paddle/fluid/pybind/parallel_executor.cc
+++ b/paddle/fluid/pybind/parallel_executor.cc
@@ -633,7 +633,33 @@ void BindParallelExecutor(pybind11::module &m) {  // NOLINT
           [](BuildStrategy &self, int nranks) {
             self.hierarchical_allreduce_inter_nranks_ = nranks;
           })
+      .def_property(
+          "build_cinn_pass",
+          [](const BuildStrategy &self) { return self.build_cinn_pass_; },
+          [](BuildStrategy &self, bool b) {
+            PADDLE_ENFORCE_NE(self.IsFinalized(),
+                              true,
+                              platform::errors::PreconditionNotMet(
+                                  "BuildStrategy has been finlaized, "
+                                  "cannot be configured again."));
+            self.build_cinn_pass_ = b;
+          },
+          R"DOC((bool, optional): build_cinn_pass indicates whether
+                      to lowering some operators in graph into cinn ops
+                      to execute, which will speed up the process of execution.
+                      Default False.
+
+                      Examples:
+                          .. code-block:: python
+
+                              import paddle
+                              import paddle.static as static
 
+                              paddle.enable_static()
+
+                              build_strategy = static.BuildStrategy()
+                              build_strategy.build_cinn_pass = True
+                    )DOC")
       .def_property(
           "fuse_elewise_add_act_ops",
           [](const BuildStrategy &self) {