diff --git a/paddle/fluid/pybind/ir.cc b/paddle/fluid/pybind/ir.cc
index b7e7de4ee6b90ef67bd8408398cb59167182689a..1cd1be8e8d9da8c6a82ceefc3284084bfeda0252 100644
--- a/paddle/fluid/pybind/ir.cc
+++ b/paddle/fluid/pybind/ir.cc
@@ -58,7 +58,6 @@ void BindGraph(py::module *m) {
       .def("get_float", &Graph::Get<float>)
       .def("get_double", &Graph::Get<double>)
       .def("get_string", &Graph::Get<std::string>)
-      .def("get_program", &Graph::Get<ProgramDesc>)
       .def("get_marked_nodes", &Graph::Get<std::unordered_set<const Node *>>)
       .def("set", [](Graph &self, const std::string &attr_name,
                      int attr) { return self.Set(attr_name, new int(attr)); })
@@ -75,11 +74,6 @@ void BindGraph(py::module *m) {
            [](Graph &self, const std::string &attr_name, double attr) {
              return self.Set(attr_name, new double(attr));
            })
-      .def("set",
-           [](Graph &self, const std::string &attr_name,
-              const ProgramDesc &attr) {
-             return self.Set(attr_name, new ProgramDesc(attr));
-           })
       .def("set",
            [](Graph &self, const std::string &attr_name,
               const std::unordered_set<const Node *> &attr) {
diff --git a/paddle/fluid/pybind/pybind.cc b/paddle/fluid/pybind/pybind.cc
index c470483756659b55329c022e0c43002182db815b..e63a3b687153b98f3a7735c6e3d9be5136c278c6 100644
--- a/paddle/fluid/pybind/pybind.cc
+++ b/paddle/fluid/pybind/pybind.cc
@@ -788,8 +788,7 @@ All parameter, weight, gradient are variables in Paddle.
   m.def("disable_profiler", platform::DisableProfiler);
   m.def("is_profiler_enabled", platform::IsProfileEnabled);
   m.def("reset_profiler", platform::ResetProfiler);
-  m.def("get_pass", [](const py::bytes &binary_str) {
-    std::string pass_type(binary_str);
+  m.def("get_pass", [](const std::string &pass_type) {
     auto pass = framework::ir::PassRegistry::Instance().Get(pass_type);
     return std::shared_ptr<framework::ir::Pass>(std::move(pass));
   });
@@ -797,10 +796,9 @@ All parameter, weight, gradient are variables in Paddle.
   py::class_<ir::Pass, std::shared_ptr<ir::Pass>> pass(m, "Pass");
   pass.def(py::init())
       .def("has", &ir::Pass::Has)
-      .def("set",
-           [](ir::Pass &self, const std::string &attr_name,
-              const ProgramDesc &attr) {
-             return self.Set(attr_name, new ProgramDesc(attr));
+      .def("set_not_owned",
+           [](ir::Pass &self, const std::string &attr_name, ProgramDesc &attr) {
+             self.SetNotOwned<ProgramDesc>(attr_name, &attr);
            })
       .def(
           "set",
@@ -809,7 +807,6 @@ All parameter, weight, gradient are variables in Paddle.
           })
       .def("set", [](ir::Pass &self, const std::string &name,
                      int val) { self.Set<const int>(name, new int(val)); })
-      .def("get_program", &ir::Pass::Get<ProgramDesc>)
       .def("type", &ir::Pass::Type)
       .def("apply", [](ir::Pass &self, std::shared_ptr<ir::Graph> graph) {
         std::unique_ptr<ir::Graph> origin_graph(graph.get());
diff --git a/python/paddle/fluid/contrib/slim/tests/test_quantization_pass.py b/python/paddle/fluid/contrib/slim/tests/test_quantization_pass.py
index a8d750724641875215702c9b139adfda0fe17d7d..845db3ebb8c6582e5446153ae75c1e2865acc3a5 100644
--- a/python/paddle/fluid/contrib/slim/tests/test_quantization_pass.py
+++ b/python/paddle/fluid/contrib/slim/tests/test_quantization_pass.py
@@ -248,8 +248,8 @@ class TestQuantizationFreezePass(unittest.TestCase):
 
         quantized_main_program = main_graph.to_program()
         quantized_test_program = test_graph.to_program()
-        iters = 5
-        batch_size = 8
+        iters = 10
+        batch_size = 128
 
         train_reader = paddle.batch(
             paddle.reader.shuffle(
diff --git a/python/paddle/fluid/contrib/tests/test_quantize_transpiler.py b/python/paddle/fluid/contrib/tests/test_quantize_transpiler.py
index ade2a388f23d9ea5ddf34fe2c1ac29df7e25effc..8d2bd79e048ecd2e4c55b5fd879915a5aa28e040 100644
--- a/python/paddle/fluid/contrib/tests/test_quantize_transpiler.py
+++ b/python/paddle/fluid/contrib/tests/test_quantize_transpiler.py
@@ -204,7 +204,7 @@ class TestQuantizeTranspiler(unittest.TestCase):
         build_program(test_program, startup, True)
         test_program = test_program.clone(for_test=True)
 
-        quant_type = 'abs_max'
+        quant_type = 'range_abs_max'
         quant_transpiler = QuantizeTranspiler(
             activation_quantize_type=quant_type)
         quant_transpiler.training_transpile(main, startup)
diff --git a/python/paddle/fluid/framework.py b/python/paddle/fluid/framework.py
index 5f121c63f814dcec9f5ade8aeb595aa9a2d21a2f..1b4b7f18e2479885bdca4b07b8004185c50054b1 100644
--- a/python/paddle/fluid/framework.py
+++ b/python/paddle/fluid/framework.py
@@ -1683,9 +1683,9 @@ class IrGraph(object):
 
     def to_program(self):
         convert_pass = core.get_pass('graph_to_program_pass')
-        convert_pass.set('program', Program().desc)
+        desc = core.ProgramDesc()
+        convert_pass.set_not_owned('program', desc)
         convert_pass.apply(self.graph)
-        desc = convert_pass.get_program('program')
         program = Program._construct_from_desc(desc)
         return program