diff --git a/paddle/fluid/eager/auto_code_generator/final_state_generator/python_c_gen.py b/paddle/fluid/eager/auto_code_generator/final_state_generator/python_c_gen.py
index 4d5f5c9d61e802ec0933518b08107b5b6b17b76f..4e8e4775ed68d03d2e3e530294cc4f78287dfd27 100644
--- a/paddle/fluid/eager/auto_code_generator/final_state_generator/python_c_gen.py
+++ b/paddle/fluid/eager/auto_code_generator/final_state_generator/python_c_gen.py
@@ -36,6 +36,7 @@ atype_to_parsing_function = {
     "long": "CastPyArg2Long",
     "int64_t": "CastPyArg2Long",
     "float": "CastPyArg2Float",
+    "double": "CastPyArg2Double",
     "std::string": "CastPyArg2String",
     "std::vector<bool>": "CastPyArg2Booleans",
     "std::vector<int>": "CastPyArg2Ints",
diff --git a/paddle/fluid/framework/attribute.h b/paddle/fluid/framework/attribute.h
index b4a939f822b82ef50ed76a506f365a3aab21841e..a82e8e7e768310d89a378c4ae047498940fb729f 100644
--- a/paddle/fluid/framework/attribute.h
+++ b/paddle/fluid/framework/attribute.h
@@ -180,6 +180,37 @@ struct ExtractAttribute<float> {
   const std::string& attr_name_;
 };
 
+template <>
+struct ExtractAttribute<double> {
+  explicit ExtractAttribute(const std::string& attr_name)
+      : attr_name_(attr_name) {}
+
+  double* operator()(Attribute& attr) const {
+    if (attr.type() == typeid(int)) {  // NOLINT
+      int val = PADDLE_GET_CONST(int, attr);
+      attr = static_cast<double>(val);
+    } else if (attr.type() == typeid(int64_t)) {  // NOLINT
+      int64_t val = PADDLE_GET_CONST(int64_t, attr);
+      attr = static_cast<double>(val);
+    } else if (attr.type() == typeid(float)) {  // NOLINT
+      int64_t val = PADDLE_GET_CONST(float, attr);
+      attr = static_cast<double>(val);
+    }
+    double* attr_value = nullptr;
+    try {
+      attr_value = &paddle::get<double>(attr);
+    } catch (paddle::bad_variant_access const& bad_get) {
+      PADDLE_THROW(platform::errors::InvalidArgument(
+          "Cannot get attribute (%s) by type double, its type is %s.",
+          attr_name_,
+          paddle::platform::demangle(attr.type().name())));
+    }
+    return attr_value;
+  }
+
+  const std::string& attr_name_;
+};
+
 template <>
 struct ExtractAttribute<std::vector<double>> {
   explicit ExtractAttribute(const std::string& attr_name)
diff --git a/paddle/fluid/framework/framework.proto b/paddle/fluid/framework/framework.proto
index 61a495a59a9f42d1c26e951e668d98d40584f75b..2a56dc60335d904d42cb1ba099333a5572aec2e1 100644
--- a/paddle/fluid/framework/framework.proto
+++ b/paddle/fluid/framework/framework.proto
@@ -38,6 +38,7 @@ enum AttrType {
   FLOAT64S = 12;
   VAR = 13;
   VARS = 14;
+  FLOAT64 = 15;
 }
 
 // OpDesc describes an instance of a C++ framework::OperatorBase
@@ -62,6 +63,7 @@ message OpDesc {
     repeated double float64s = 16;
     optional string var_name = 17;
     repeated string vars_name = 18;
+    optional double float64 = 19;
   };
 
   message Var {
diff --git a/paddle/fluid/framework/infershape_utils.cc b/paddle/fluid/framework/infershape_utils.cc
index debe43fab82501a7b0c7ba4693ff079ded9eea76..3a451c19ec20ed44b54fe304642ad5ad05b70daf 100644
--- a/paddle/fluid/framework/infershape_utils.cc
+++ b/paddle/fluid/framework/infershape_utils.cc
@@ -482,6 +482,10 @@ CompatInferMetaContext BuildInferMetaContext(InferShapeContext* ctx,
               infer_meta_context.EmplaceBackAttr(
                   phi::Scalar(PADDLE_GET_CONST(float, attr)));
               break;
+            case framework::proto::AttrType::FLOAT64:
+              infer_meta_context.EmplaceBackAttr(
+                  phi::Scalar(PADDLE_GET_CONST(double, attr)));
+              break;
             case framework::proto::AttrType::INT:
               infer_meta_context.EmplaceBackAttr(
                   phi::Scalar(PADDLE_GET_CONST(int, attr)));
@@ -651,6 +655,10 @@ CompatInferMetaContext BuildInferMetaContext(InferShapeContext* ctx,
             case phi::AttributeType::FLOAT32:
               infer_meta_context.EmplaceBackAttr(PADDLE_GET_CONST(float, attr));
               break;
+            case phi::AttributeType::FLOAT64:
+              infer_meta_context.EmplaceBackAttr(
+                  PADDLE_GET_CONST(double, attr));
+              break;
             case phi::AttributeType::INT32:
               infer_meta_context.EmplaceBackAttr(PADDLE_GET_CONST(int, attr));
               break;
diff --git a/paddle/fluid/framework/op_desc.cc b/paddle/fluid/framework/op_desc.cc
index e5d8f6f9f0e30517682d4cc95e0eab4e6d2ef168..507f7cd166ea070f7e21229d3dcee6afd9cfb0b1 100644
--- a/paddle/fluid/framework/op_desc.cc
+++ b/paddle/fluid/framework/op_desc.cc
@@ -668,6 +668,12 @@ void OpDesc::SetAttr(const std::string &name, const Attribute &v) {
         this->attrs_[name] = std::vector<float>();
         break;
       }
+      case proto::AttrType::FLOAT64S: {
+        VLOG(11) << "SetAttr: " << Type() << ", " << name
+                 << " from INTS to FLOAT64S";
+        this->attrs_[name] = std::vector<double>();
+        break;
+      }
       case proto::AttrType::STRINGS: {
         VLOG(11) << "SetAttr: " << Type() << ", " << name
                  << " from INTS to STRINGS";
@@ -838,6 +844,7 @@ struct SetAttrDescVisitor {
   mutable proto::OpDesc::Attr *attr_;
   void operator()(int v) const { attr_->set_i(v); }
   void operator()(float v) const { attr_->set_f(v); }
+  void operator()(double v) const { attr_->set_float64(v); }
   void operator()(const std::string &v) const { attr_->set_s(v); }
 
   // Please refer to https://github.com/PaddlePaddle/Paddle/issues/7162
diff --git a/paddle/fluid/framework/operator.cc b/paddle/fluid/framework/operator.cc
index b5d6a3786c3d97f6dbf39e957e0f0dcbdbd485e0..23fce93ef30a3262f977d4a77bf8a6debf0dcf03 100644
--- a/paddle/fluid/framework/operator.cc
+++ b/paddle/fluid/framework/operator.cc
@@ -2745,6 +2745,10 @@ void OperatorWithKernel::BuildPhiKernelContext(
               phi_kernel_context->EmplaceBackAttr(std::move(
                   phi::Scalar(PADDLE_GET_CONST(float, attr_iter->second))));
               break;
+            case proto::AttrType::FLOAT64:
+              phi_kernel_context->EmplaceBackAttr(std::move(
+                  phi::Scalar(PADDLE_GET_CONST(double, attr_iter->second))));
+              break;
             case proto::AttrType::INT:
               phi_kernel_context->EmplaceBackAttr(std::move(
                   phi::Scalar(PADDLE_GET_CONST(int, attr_iter->second))));
@@ -2884,6 +2888,10 @@ void OperatorWithKernel::BuildPhiKernelContext(
             phi_kernel_context->EmplaceBackAttr(
                 PADDLE_GET_CONST(float, attr_iter->second));
             break;
+          case phi::AttributeType::FLOAT64:
+            phi_kernel_context->EmplaceBackAttr(
+                PADDLE_GET_CONST(double, attr_iter->second));
+            break;
           case phi::AttributeType::INT32:
             phi_kernel_context->EmplaceBackAttr(
                 PADDLE_GET_CONST(int, attr_iter->second));
diff --git a/paddle/fluid/framework/type_defs.h b/paddle/fluid/framework/type_defs.h
index 31a006914aca7cdeb98e110dada80e4a6a81e180..d4739209e7ae770275e6fe9a263bf6abab24a19e 100644
--- a/paddle/fluid/framework/type_defs.h
+++ b/paddle/fluid/framework/type_defs.h
@@ -58,7 +58,8 @@ using Attribute = paddle::variant<paddle::blank,
                                   std::vector<int64_t>,
                                   std::vector<double>,
                                   VarDesc*,
-                                  std::vector<VarDesc*>>;
+                                  std::vector<VarDesc*>,
+                                  double>;
 using AttributeMap = std::unordered_map<std::string, Attribute>;
 
 #ifdef PADDLE_WITH_ASCEND_CL
diff --git a/paddle/fluid/imperative/prepared_operator.h b/paddle/fluid/imperative/prepared_operator.h
index d043b4a5aad18865edaab07c4a311bb2443b1331..1e76757e1c048dcb01f40c2c38a2dcab327dd564 100644
--- a/paddle/fluid/imperative/prepared_operator.h
+++ b/paddle/fluid/imperative/prepared_operator.h
@@ -412,6 +412,10 @@ void BuildDygraphPhiKernelContext(const phi::KernelSignature& kernel_signature,
               kernel_ctx->EmplaceBackAttr(
                   std::move(phi::Scalar(PADDLE_GET_CONST(float, attr))));
               break;
+            case framework::proto::AttrType::FLOAT64:
+              kernel_ctx->EmplaceBackAttr(
+                  std::move(phi::Scalar(PADDLE_GET_CONST(double, attr))));
+              break;
             case framework::proto::AttrType::INT:
               kernel_ctx->EmplaceBackAttr(
                   std::move(phi::Scalar(PADDLE_GET_CONST(int, attr))));
@@ -549,6 +553,9 @@ void BuildDygraphPhiKernelContext(const phi::KernelSignature& kernel_signature,
           case phi::AttributeType::FLOAT32:
             kernel_ctx->EmplaceBackAttr(PADDLE_GET_CONST(float, attr));
             break;
+          case phi::AttributeType::FLOAT64:
+            kernel_ctx->EmplaceBackAttr(PADDLE_GET_CONST(double, attr));
+            break;
           case phi::AttributeType::INT32:
             kernel_ctx->EmplaceBackAttr(PADDLE_GET_CONST(int, attr));
             break;
diff --git a/paddle/fluid/pybind/op_function.h b/paddle/fluid/pybind/op_function.h
index 884136ec0d37b11f3eab7071e8acffef65c4bf66..542860fa0dc781f0f892c8e81a67a476f00d59af 100644
--- a/paddle/fluid/pybind/op_function.h
+++ b/paddle/fluid/pybind/op_function.h
@@ -126,45 +126,6 @@ CastPyHandleToVarBaseList(const std::string& op_type,
   return result;
 }  // namespace pybind
 
-static inline void ConstructAttrMapFromPyArgs(const std::string& op_type,
-                                              int start_idx,
-                                              framework::AttributeMap* attrs,
-                                              const py::args& args) {
-  PADDLE_ENFORCE_EQ(
-      args.size() % 2,
-      0,
-      platform::errors::InvalidArgument(
-          "The number of arguments for arributes should be even."));
-  for (size_t i = 0; i < args.size(); i += 2) {
-    std::string name;
-    framework::Attribute value;
-    try {
-      name = args[i].cast<std::string>();
-    } catch (std::exception& e) {
-      PyObject* py_obj = args[i].ptr();  // get underlying PyObject
-      PADDLE_THROW(platform::errors::InvalidArgument(
-          "%s(): argument (position %d) must be str, but got "
-          "%s",
-          op_type,
-          start_idx + i,
-          Py_TYPE(py_obj)->tp_name));
-    }
-    try {
-      value = args[i + 1].cast<framework::Attribute>();
-    } catch (std::exception& e) {
-      PyObject* py_obj = args[i + 1].ptr();  // get underlying PyObject
-      PADDLE_THROW(platform::errors::InvalidArgument(
-          "%s(): argument (position %d) must be "
-          "Attribute type (one of str, bool, int, int64, float, or list of "
-          "them), but got %s",
-          op_type,
-          start_idx + i + 1,
-          Py_TYPE(py_obj)->tp_name));
-    }
-    (*attrs)[name] = value;
-  }
-}
-
 static inline std::vector<std::shared_ptr<imperative::VarBase>>
 ConstructDuplicableOutput(const size_t num) {
   auto tracer = imperative::GetCurrentTracer();
diff --git a/paddle/fluid/pybind/op_function_common.cc b/paddle/fluid/pybind/op_function_common.cc
index 28bdbf92d1827422c284a70d1cba868a4f5f3b78..e7970f69e577507ffefaf0b84aa5984394702673 100644
--- a/paddle/fluid/pybind/op_function_common.cc
+++ b/paddle/fluid/pybind/op_function_common.cc
@@ -188,6 +188,14 @@ float CastPyArg2Float(PyObject* obj,
   return static_cast<float>(CastPyArg2Double(obj, op_type, arg_pos));
 }
 
+void CastPyArg2AttrFloat(PyObject* obj,
+                         paddle::framework::AttributeMap& attrs,  // NOLINT
+                         const std::string& key,
+                         const std::string& op_type,
+                         ssize_t arg_pos) {
+  attrs[key] = CastPyArg2Float(obj, op_type, arg_pos);
+}
+
 double CastPyArg2Double(PyObject* obj,
                         const std::string& op_type,
                         ssize_t arg_pos) {
@@ -196,7 +204,7 @@ double CastPyArg2Double(PyObject* obj,
   } else {
     PADDLE_THROW(platform::errors::InvalidArgument(
         "%s(): argument (position %d) must be "
-        "float, but got %s",
+        "double, but got %s",
         op_type,
         arg_pos + 1,
         ((PyTypeObject*)obj->ob_type)->tp_name));  // NOLINT
@@ -205,12 +213,12 @@ double CastPyArg2Double(PyObject* obj,
   return 0.0;
 }
 
-void CastPyArg2AttrFloat(PyObject* obj,
-                         paddle::framework::AttributeMap& attrs,  // NOLINT
-                         const std::string& key,
-                         const std::string& op_type,
-                         ssize_t arg_pos) {
-  attrs[key] = CastPyArg2Float(obj, op_type, arg_pos);
+void CastPyArg2AttrDouble(PyObject* obj,
+                          paddle::framework::AttributeMap& attrs,  // NOLINT
+                          const std::string& key,
+                          const std::string& op_type,
+                          ssize_t arg_pos) {
+  attrs[key] = CastPyArg2Double(obj, op_type, arg_pos);
 }
 
 std::string CastPyArg2String(PyObject* obj,
@@ -735,6 +743,9 @@ void ConstructAttrMapFromPyArgs(
       case paddle::framework::proto::AttrType::FLOAT:
         CastPyArg2AttrFloat(obj, attrs, key, op_type, arg_pos);
         break;
+      case paddle::framework::proto::AttrType::FLOAT64:
+        CastPyArg2AttrDouble(obj, attrs, key, op_type, arg_pos);
+        break;
       case paddle::framework::proto::AttrType::STRING:
         CastPyArg2AttrString(obj, attrs, key, op_type, arg_pos);
         break;
diff --git a/paddle/fluid/pybind/op_function_common.h b/paddle/fluid/pybind/op_function_common.h
index 7bbfb8b85b82ffecd76111b921622125c2f75129..efa16494e77336dea69ae0e5da04f580fd29fe7d 100644
--- a/paddle/fluid/pybind/op_function_common.h
+++ b/paddle/fluid/pybind/op_function_common.h
@@ -107,6 +107,12 @@ void CastPyArg2AttrFloat(PyObject* obj,
                          const std::string& op_type,
                          ssize_t arg_pos);
 
+void CastPyArg2AttrDouble(PyObject* obj,
+                          paddle::framework::AttributeMap& attrs,  // NOLINT
+                          const std::string& key,
+                          const std::string& op_type,
+                          ssize_t arg_pos);
+
 void CastPyArg2AttrString(PyObject* obj,
                           paddle::framework::AttributeMap& attrs,  // NOLINT
                           const std::string& key,
diff --git a/paddle/phi/core/enforce.cc b/paddle/phi/core/enforce.cc
index 4eb580955a97c9f787159637f522c550eeb4b35c..7d4efead494316b83c1813b563c637364e21895f 100644
--- a/paddle/phi/core/enforce.cc
+++ b/paddle/phi/core/enforce.cc
@@ -44,7 +44,8 @@ using Attribute = paddle::variant<paddle::blank,
                                   std::vector<int64_t>,
                                   std::vector<double>,
                                   VarDesc*,
-                                  std::vector<VarDesc*>>;
+                                  std::vector<VarDesc*>,
+                                  double>;
 using AttributeMap = std::unordered_map<std::string, Attribute>;
 }  // namespace framework
 namespace imperative {
diff --git a/paddle/phi/core/infermeta_utils.h b/paddle/phi/core/infermeta_utils.h
index de2dcd6909f4f0a82fcd8cd06bad226b8926de4a..729c56352cf89f8fb5feab0792097465bd0c9b05 100644
--- a/paddle/phi/core/infermeta_utils.h
+++ b/paddle/phi/core/infermeta_utils.h
@@ -192,6 +192,7 @@ struct InferMetaFnImpl<Return (*)(Args...), infer_meta_fn> {
   PD_SPECIALIZE_InferMetaFnCallHelper_FOR_ATTRIBUTE(int);
   PD_SPECIALIZE_InferMetaFnCallHelper_FOR_ATTRIBUTE(int64_t);
   PD_SPECIALIZE_InferMetaFnCallHelper_FOR_ATTRIBUTE(float);
+  PD_SPECIALIZE_InferMetaFnCallHelper_FOR_ATTRIBUTE(double);
   PD_SPECIALIZE_InferMetaFnCallHelper_FOR_ATTRIBUTE(DataType);
   PD_SPECIALIZE_InferMetaFnCallHelper_FOR_ATTRIBUTE(Backend);
   PD_SPECIALIZE_InferMetaFnCallHelper_FOR_ATTRIBUTE(DataLayout);
diff --git a/python/paddle/fluid/op.py b/python/paddle/fluid/op.py
index d5be4423775b4c68d6e1e56231ebf2201a09edbc..4581248d06ac230f4225b590c524867ba89d4f16 100644
--- a/python/paddle/fluid/op.py
+++ b/python/paddle/fluid/op.py
@@ -124,6 +124,8 @@ class OpDescCreationMethod(object):
                     new_attr.bools.extend(user_defined_attr)
                 elif attr.type == framework_pb2.LONGS:
                     new_attr.longs.extend(user_defined_attr)
+                elif attr.type == framework_pb2.FLOAT64:
+                    new_attr.float64 = user_defined_attr
                 else:
                     raise NotImplementedError(
                         "A not supported attribute type: %s." %
diff --git a/python/paddle/fluid/tests/unittests/test_operator.py b/python/paddle/fluid/tests/unittests/test_operator.py
index a3ca52f78c97ccb458d5ae618a5e9eda4a1ad661..923a7f21e2ae94c1d50d3f5b8da4151d553e5fd1 100644
--- a/python/paddle/fluid/tests/unittests/test_operator.py
+++ b/python/paddle/fluid/tests/unittests/test_operator.py
@@ -16,6 +16,8 @@ from __future__ import print_function
 
 import unittest
 
+import numpy as np
+
 import paddle.fluid.op as op
 import paddle.fluid.proto.framework_pb2 as framework_pb2
 
@@ -152,6 +154,7 @@ class TestOpDescCreationMethod(unittest.TestCase):
 
         __add_attr__("int_attr", framework_pb2.INT)
         __add_attr__("float_attr", framework_pb2.FLOAT)
+        __add_attr__("float64_attr", framework_pb2.FLOAT64)
         __add_attr__("string_attr", framework_pb2.STRING)
         __add_attr__("ints_attr", framework_pb2.INTS)
         __add_attr__("floats_attr", framework_pb2.FLOATS)
@@ -165,6 +168,7 @@ class TestOpDescCreationMethod(unittest.TestCase):
         generated = method(X="a",
                            int_attr=10,
                            float_attr=3.2,
+                           float64_attr=np.finfo("float64").max,
                            string_attr="test_str",
                            ints_attr=[0, 1, 2, 3, 4],
                            floats_attr=[0.2, 3.2, 4.5],
@@ -187,6 +191,11 @@ class TestOpDescCreationMethod(unittest.TestCase):
         attr.type = framework_pb2.FLOAT
         attr.f = 3.2
 
+        attr = expected.attrs.add()
+        attr.name = "float64_attr"
+        attr.type = framework_pb2.FLOAT64
+        attr.float64 = np.finfo("float64").max
+
         attr = expected.attrs.add()
         attr.name = "string_attr"
         attr.type = framework_pb2.STRING