[Eager]Fix SetDeviceId in eager_final_state_api from python_c_gen.py (#42025)

paddle/fluid/eager/auto_code_generator/final_state_generator/python_c_gen.py

@@ -100,6 +100,9 @@ static PyObject * eager_final_state_api_{}(PyObject *self, PyObject *args, PyObj
 {}
 
     tstate = PyEval_SaveThread();
+
+    // Set Device ID
+{}
     
     auto out = {}({});
     
@@ -118,6 +121,19 @@ static PyObject * eager_final_state_api_{}(PyObject *self, PyObject *args, PyObj
 
 """
 
+FUNCTION_SET_DEVICE_TEMPLATE = \
+"""
+    {}
+    if (paddle::platform::is_gpu_place(place)) {{
+#if defined(PADDLE_WITH_CUDA) || defined(PADDLE_WITH_HIP)
+      phi::backends::gpu::SetDeviceId(place.device);
+      VLOG(1) <<"CurrentDeviceId: " << phi::backends::gpu::GetCurrentDeviceId() << " from " << (int)place.device;
+#else
+      PADDLE_THROW(paddle::platform::errors::PreconditionNotMet(
+        "PaddlePaddle should compile with GPU if use CUDAPlace."));
+#endif
+    }}
+"""
 
 FUNCTION_NAME_TEMPLATE = \
 "{}{}{}"
@@ -293,14 +309,23 @@ class PythonCSingleFunctionGenerator(FunctionGeneratorBase):
                         "false")
 
         parse_attributes_str = ""
+        expected_place_str = "auto place = egr::Controller::Instance().GetExpectedPlace();\n"
 
         # Generate Python-C Attributes Parsing Logic
         for name, atype, _, pos in orig_forward_attrs_list:
             parsing_function_name = FindParsingFunctionFromAttributeType(atype)
+            # Used input argument place if specified from Python frontend.
+            if len(expected_place_str
+                   ) != 0 and parsing_function_name == "CastPyArg2Place":
+                expected_place_str = ""
+                assert name == "place", "Only support 'place' as template argument name in FUNCTION_SET_DEVICE_TEMPLATE."
+
             parse_attributes_str += PARSE_PYTHON_C_ARGS_TEMPLATE.format(
                 name, pos, atype, name, parsing_function_name, name,
                 forward_api_name, pos)
 
+        set_device_str = FUNCTION_SET_DEVICE_TEMPLATE.format(expected_place_str)
+
         # Generate Dygraph Function Call Logic
         num_args = len(forward_inputs_position_map.keys()) + len(
             orig_forward_attrs_list)
@@ -326,8 +351,8 @@ class PythonCSingleFunctionGenerator(FunctionGeneratorBase):
             "pythonc_record_event", forward_api_name, "pybind_imperative_func")
         self.python_c_function_str = PYTHON_C_FUNCTION_TEMPLATE.format(
             forward_api_name, pythonc_record_event_str, forward_api_name,
-            get_eager_tensor_str, parse_attributes_str, fwd_function_name,
-            dygraph_function_call_str, return_str)
+            get_eager_tensor_str, parse_attributes_str, set_device_str,
+            fwd_function_name, dygraph_function_call_str, return_str)
 
         # Set prefix of forward_api_name to avoid conflicts
         prefix = self.namespace.strip("::")
@@ -361,8 +386,9 @@ class PythonCSingleFunctionGenerator(FunctionGeneratorBase):
             self.python_c_function_str += PYTHON_C_FUNCTION_TEMPLATE.format(
                 inplaced_forward_api_name, pythonc_record_event_str,
                 inplaced_forward_api_name, get_eager_tensor_str,
-                parse_attributes_str, inplaced_fwd_function_name,
-                dygraph_function_call_str, return_str)
+                parse_attributes_str, set_device_str,
+                inplaced_fwd_function_name, dygraph_function_call_str,
+                return_str)
 
             # Generate Python-C Function Registration
             self.python_c_function_reg_str += "\n," + PYTHON_C_FUNCTION_REG_TEMPLATE.format(