// 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 #include #include #include #include "paddle/fluid/framework/program_desc.h" #include "paddle/fluid/lite/core/kernel.h" #include "paddle/fluid/lite/core/op_lite.h" #include "paddle/fluid/lite/core/op_registry.h" namespace paddle { namespace lite { // A program is used to represent a code program, in Paddle, a code program // contains: // - main block, which is a list of OpLite // - scope: which contains all the weights struct Program { std::list tmp_vars; std::list weights; std::list> ops; // the scope to run the kernels, NOTE not the root scope. std::shared_ptr scope; // Runtime scope. lite::Scope* exec_scope{}; explicit Program(const std::shared_ptr& root) { scope = root; } Program(const framework::ProgramDesc& desc, const std::shared_ptr& root, const std::vector& valid_places) { scope = root; PrepareWorkspace(desc); Build(desc, valid_places); } std::unique_ptr Clone() const { std::unique_ptr res(new Program(scope)); res->tmp_vars = tmp_vars; res->weights = weights; res->ops = ops; return res; } private: // Build from a program and scope. void Build(const framework::ProgramDesc& program, const std::vector& valid_places) { CHECK(ops.empty()) << "Executor duplicate Build found"; // Create operators. for (auto* op_desc : program.Block(0).AllOps()) { auto op_type = op_desc->Type(); if (op_type == "feed" || op_type == "fetch") continue; LOG(INFO) << "create Op [" << op_type << "]"; ops.emplace_back(LiteOpRegistry::Global().Create(op_type)); // pick initial kernel ops.back()->PickKernel(valid_places); ops.back()->Attach(*op_desc, exec_scope); } } // Create temporary variables. void PrepareWorkspace(const framework::ProgramDesc& program) { CHECK(!exec_scope) << "Duplicate PrepareWorkspace found"; exec_scope = &scope->NewScope(); for (auto var_desc : program.Block(0).AllVars()) { if (!var_desc->Persistable()) { auto* var = exec_scope->Var(var_desc->Name()); LOG(INFO) << "create tmp var " << var_desc->Name() << " " << var; } } } }; } // namespace lite } // namespace paddle