// 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. #include "paddle/fluid/inference/analysis/analyzer.h" #include "paddle/fluid/inference/analysis/data_flow_graph_to_fluid_pass.h" #include "paddle/fluid/inference/analysis/dfg_graphviz_draw_pass.h" #include "paddle/fluid/inference/analysis/fluid_to_data_flow_graph_pass.h" #include "paddle/fluid/inference/analysis/pass_manager.h" #include "paddle/fluid/inference/analysis/tensorrt_subgraph_node_mark_pass.h" #include "paddle/fluid/inference/analysis/tensorrt_subgraph_pass.h" namespace paddle { namespace inference { namespace analysis { DEFINE_bool(inference_analysis_enable_tensorrt_subgraph_engine, false, "Enable subgraph to TensorRT engine for acceleration"); DEFINE_string(inference_analysis_graphviz_log_root, "./", "Graphviz debuger for data flow graphs."); class DfgPassManagerImpl final : public DfgPassManager { public: DfgPassManagerImpl() { // TODO(Superjomn) set the key with pass reprs. AddPass("fluid-to-data-flow-graph", new FluidToDataFlowGraphPass); if (FLAGS_inference_analysis_enable_tensorrt_subgraph_engine) { auto trt_teller = [](const Node* node) { if (!node->IsFunction()) return false; return static_cast(node)->func_type() == "mul"; }; AddPass("tensorrt-subgraph-marker", new TensorRTSubgraphNodeMarkPass(trt_teller)); AddPass("tensorrt-subgraph", new TensorRTSubGraphPass(trt_teller)); } AddPass("data-flow-graph-to-fluid", new DataFlowGraphToFluidPass); } std::string repr() const override { return "dfg-pass-manager"; } std::string description() const override { return "DFG pass manager."; } private: void AddPass(const std::string& name, Pass* pass) { LOG(INFO) << "Adding pass " << name; Register(name, pass); AddGraphvizDebugerPass(pass); } // Add the graphviz debuger pass if the parent pass has one. void AddGraphvizDebugerPass(Pass* pass) { auto* debuger_pass = pass->CreateGraphvizDebugerPass(); if (debuger_pass) { LOG(INFO) << " - register debug pass [" << debuger_pass->repr() << "]"; Register(debuger_pass->repr(), debuger_pass); } } }; Analyzer::Analyzer() { Register("manager1", new DfgPassManagerImpl); } void Analyzer::Run(Argument* argument) { for (auto& x : data_) { PADDLE_ENFORCE(x->Initialize(argument)); x->RunAll(); PADDLE_ENFORCE(x->Finalize()); } } } // namespace analysis } // namespace inference } // namespace paddle