// Copyright (c) 2019 PaddlePaddle Authors. All Rights Reserved. // // 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. #pragma once /* * This file implements a light-weight OpDesc like the framework::OpDesc. We * delete the unnecessary methods, and remove the underlying dependencies, such * as framework::Operator and boost::varient to make it runnable in mobile. */ #include #include #include #include #include #include "lite/core/framework.pb.h" #include "lite/model_parser/desc_apis.h" #include "lite/utils/all.h" namespace paddle { namespace lite { namespace pb { using Attribute = variant, std::vector>; using VariableNameMap = std::map>; /* * The lite::OpDesc, an light-weight implementation of wrapper of proto::OpDesc. * Unlike the original one in framework::OpDesc, we remove the local members * except the desc_, to avoid the inconsistent state, which is normal in the * original interface and results in bugs. */ class OpDesc : public OpDescAPI { public: OpDesc() = delete; explicit OpDesc(framework::proto::OpDesc *desc) : desc_(desc) { CHECK(desc_); } framework::proto::OpDesc *Proto() { return desc_; } const framework::proto::OpDesc &ReadonlyProto() const { return *desc_; } std::string Type() const override { return desc_->type(); } void SetType(const std::string &type) override { desc_->set_type(type); } // Get the arguments of parameter called `param` std::vector Input(const std::string ¶m) const override { return GetArguments(desc_->inputs(), param); } std::vector InputArgumentNames() const override { return GetArgumentNames(desc_->inputs()); } void SetInput(const std::string ¶m, const std::vector &args) override { SetArgument(desc_->mutable_inputs(), param, args); } std::vector Output(const std::string ¶m) const override { return GetArguments(desc_->outputs(), param); } std::vector OutputArgumentNames() const override { return GetArgumentNames(desc_->outputs()); } void SetOutput(const std::string ¶m, const std::vector &args) override { SetArgument(desc_->mutable_outputs(), param, args); } bool HasAttr(const std::string &name) const override { const auto &xs = desc_->attrs(); auto it = std::find_if( xs.begin(), xs.end(), [&](const framework::proto::OpDesc_Attr &x) { return x.name() == name; }); return it != xs.end(); } AttrType GetAttrType(const std::string &name) const override { const auto &xs = desc_->attrs(); auto it = std::find_if( xs.begin(), xs.end(), [&](const framework::proto::OpDesc_Attr &x) { return x.name() == name; }); CHECK(it != xs.end()); #define DEF_ONE(type__) \ case framework::proto::AttrType::type__: \ return AttrType::type__; switch (it->type()) { DEF_ONE(INT); DEF_ONE(FLOAT); DEF_ONE(STRING); DEF_ONE(INTS); DEF_ONE(FLOATS); DEF_ONE(STRINGS); DEF_ONE(BOOLEAN); DEF_ONE(BOOLEANS); DEF_ONE(BLOCK); DEF_ONE(LONG); DEF_ONE(BLOCKS); DEF_ONE(LONGS); default: LOG(FATAL) << "Unknown attribute type"; return static_cast(-1); } #undef DEF_ONE } std::vector AttrNames() const override { std::vector res; const auto &xs = desc_->attrs(); std::transform( xs.begin(), xs.end(), std::back_inserter(res), [](const framework::proto::OpDesc_Attr &x) { return x.name(); }); return res; } template void SetAttr(const std::string &name, const T &v); template T GetAttr(const std::string &name) const; private: std::vector GetArguments( const google::protobuf::RepeatedPtrField &xs, const std::string ¶m) const { std::vector res; auto it = std::find_if( xs.begin(), xs.end(), [&](const framework::proto::OpDesc_Var &it) { return it.parameter() == param; }); CHECK(it != xs.end()); const auto &ys = it->arguments(); std::transform(ys.begin(), ys.end(), std::back_inserter(res), [](const std::string &x) { return x; }); return res; } void SetArgument( google::protobuf::RepeatedPtrField *xs, const std::string ¶m, const std::vector &args) { auto it = std::find_if( xs->begin(), xs->end(), [&](const framework::proto::OpDesc_Var &it) { return it.parameter() == param; }); if (it == xs->end()) { auto *new_arg = xs->Add(); new_arg->set_parameter(param); for (const auto &arg : args) { *new_arg->mutable_arguments()->Add() = arg; } } else { it->mutable_arguments()->Clear(); for (const auto &arg : args) { *it->mutable_arguments()->Add() = arg; } } } std::vector GetArgumentNames( const google::protobuf::RepeatedPtrField &xs) const { std::vector res; std::transform( xs.begin(), xs.end(), std::back_inserter(res), [](const framework::proto::OpDesc_Var &x) { return x.parameter(); }); return res; } private: framework::proto::OpDesc *desc_; }; template <> void OpDesc::SetAttr(const std::string &name, const std::string &v); template <> void OpDesc::SetAttr>(const std::string &name, const std::vector &v); } // namespace pb } // namespace lite } // namespace paddle