// Copyright (c) 2018 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 "paddle/fluid/inference/analysis/ir_pass_manager.h" #include "paddle/fluid/inference/analysis/pass.h" namespace paddle { namespace inference { namespace analysis { class FluidToIrPass final : public DataFlowGraphPass { public: FluidToIrPass() = default; bool Initialize(Argument *argument) override { ANALYSIS_ARGUMENT_CHECK_FIELD(argument); if (argument->origin_program_desc) { LOG(WARNING) << "argument's origin_program_desc is already set, might " "duplicate called"; } // set fluid model program path if (!argument->fluid_model_program_path) { ANALYSIS_ARGUMENT_CHECK_FIELD(argument->fluid_model_dir); argument->fluid_model_program_path.reset( new std::string(*argument->fluid_model_dir + "/__model__")); } ANALYSIS_ARGUMENT_CHECK_FIELD(argument->fluid_model_program_path); // Load program. auto program = LoadProgramDesc(*argument->fluid_model_program_path); argument->origin_program_desc.reset( new framework::proto::ProgramDesc(program)); // Create main data flow graph. if (!argument->main_dfg) { argument->main_dfg.reset(new DataFlowGraph); } // Persist the ProgramDesc in graph's attribute. The IR graph just keep the // address, will segfault if the original ProgramDesc destroys. auto &ir_program_p = argument->main_dfg->Attr("ir_program_desc").Pointer(); ir_program_p = new framework::ProgramDesc(program); argument_ = argument; return true; } bool Finalize() override { return true; } void Run(DataFlowGraph *graph) override { // Call all the IR Passes IRPassManager ir_passes(*static_cast( argument_->main_dfg->Attr("ir_program_desc").Pointer())); ir_passes.Apply(std::vector( {// Manual update the passes here. "graph_viz_pass", "infer_clean_graph_pass", "graph_viz_pass", "fc_fuse_pass", "graph_viz_pass"})); PADDLE_ENFORCE(argument_->main_dfg.get()); argument_->main_dfg->Build(ir_passes.graph()); // PADDLE_ENFORCE(argument_->main_dfg->IsFullyConnected()); } std::string repr() const override { return "fluid-to-ir-pass"; } private: Argument *argument_{nullptr}; }; } // namespace analysis } // namespace inference } // namespace paddle