// 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/framework/ir/fuse_pass_base.h" #include "paddle/fluid/inference/analysis/flags.h" #include "paddle/fluid/inference/analysis/ir_pass_manager.h" #include "paddle/fluid/inference/analysis/pass.h" namespace paddle { namespace inference { namespace analysis { using namespace framework; static const char kFluidToIrPassesAttr[] = "__fluid_to_ir_passes__"; class FluidToIrPass final : public DataFlowGraphPass { public: FluidToIrPass() = default; bool Initialize(Argument *argument) override { ANALYSIS_ARGUMENT_CHECK_FIELD(argument); PADDLE_ENFORCE(argument->Has(kFluidToIrPassesAttr), "argument need the attr %s", kFluidToIrPassesAttr); argument_ = 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 proto::ProgramDesc(program)); // Create main data flow graph. if (!argument->main_dfg) { argument->main_dfg.reset(new DataFlowGraph); } argument->Set("ir_program_desc", new ProgramDesc(program)); LOG(INFO) << "Loading parameters"; // Load parameters to argument if needed. if (argument->fluid_model_dir || (argument->fluid_model_program_path && argument->fluid_model_param_path)) { #define SAFE_GET(ATTR) std::string ATTR = argument->ATTR ? *argument->ATTR : ""; SAFE_GET(fluid_model_dir); SAFE_GET(fluid_model_program_path); SAFE_GET(fluid_model_param_path); #undef SAFE_GET EnableParamModify(fluid_model_dir, fluid_model_program_path, fluid_model_param_path); } return true; } bool Finalize() override { return true; } void Run(DataFlowGraph *graph) override { // Call all the IR Passes IRPassManager ir_passes(argument_->Get("ir_program_desc"), nullptr); // Pass the scope from analysis to IR if needed. if (argument_->Has(ir::kParamScopeAttr)) { // Here the address is passed, attention that IR doesn't own the scope, so // the real scope in analysis should live during the IR phase. ir_passes.graph().Set( ir::kParamScopeAttr, new Scope *(&argument_->Get(ir::kParamScopeAttr))); } if (FLAGS_IA_enable_ir) { const auto &ir_passes_to_apply = argument_->Get>(kFluidToIrPassesAttr); ir_passes.Apply(ir_passes_to_apply); } PADDLE_ENFORCE(argument_->main_dfg.get()); argument_->main_dfg->Build(ir_passes.graph()); // inherit the arguments from ir. if (ir_passes.graph().Has(ir::kFuseStatisAttr)) { argument_->Set( ir::kFuseStatisAttr, new std::unordered_map( ir_passes.graph().Get>( ir::kFuseStatisAttr))); } } void EnableParamModify(const std::string &model_dir, const std::string &prog_file, const std::string ¶m_file); std::string repr() const override { return "fluid-to-ir-pass"; } private: // Load parameters from a single file or from a directory. bool LoadParams(Scope *scope, const std::string &dir, const std::string &prog_file, const std::string ¶m_file); private: Argument *argument_{nullptr}; }; } // namespace analysis } // namespace inference } // namespace paddle