/** * Copyright 2020 Huawei Technologies Co., Ltd * * Licensed under the Apache License, Version 2.0 (the "License"); * you may not use this file except in compliance with the License. * You may obtain a copy of the License at * * http://www.apache.org/licenses/LICENSE-2.0 * * Unless required by applicable law or agreed to in writing, software * distributed under the License is distributed on an "AS IS" BASIS, * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. * See the License for the specific language governing permissions and * limitations under the License. */ #include "utils/primitive_utils.h" #include #include "pipeline/jit/parse/python_adapter.h" #include "utils/log_adapter.h" #include "utils/ms_utils.h" #include "utils/convert_utils_py.h" #include "pybind_api/ir/base_ref_py.h" namespace mindspore { py::function GetBpropFunctionByObj(py::object obj) { static const std::string get_bprop_fn = "get_bprop_fn"; static const std::string ad_module = "mindspore.ops._grad"; py::function fn = parse::python_adapter::GetPyFn(ad_module, get_bprop_fn)(obj); return fn; } py::function GetBpropFunction(std::string name) { auto fn = GetBpropFunctionByObj(py::str(name)); return fn; } py::function GetComputeFunction(std::string name) { static const std::string module = "mindspore._extends.builtin_operations"; py::module mod = py::module::import(common::SafeCStr(module)); if (!py::hasattr(mod, common::SafeCStr(name))) { PyErr_SetString(PyExc_NotImplementedError, common::SafeCStr(name)); // If raise AttributeError, user can't understand. This case need raise NotImplementedError. throw(py::error_already_set()); } py::object fn = mod.attr(common::SafeCStr(name)); return fn; } py::tuple ConvertDatatoPyTuple(const VectorRef &args) { auto py_args = py::tuple(args.size()); size_t i = 0; for (auto &arg : args) { py_args[i] = BaseRefToPyData(arg); MS_LOG(DEBUG) << "arg:" << i << ":" << arg.ToString(); i++; } return py_args; } BaseRef RunComputeFunction(const PrimitivePtr &prim, const VectorRef &args) { auto func = GetComputeFunction(prim->name()); if (py::isinstance(func)) { MS_LOG(EXCEPTION) << prim->name() << " 's compute function run failed, please check whether it is not implemented"; } auto py_args = ConvertDatatoPyTuple(args); py::object obj = func(*py_args); return std::make_shared(obj); } } // namespace mindspore