/* 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 #include #include "paddle/fluid/framework/ir/graph_viz_pass.h" #include "paddle/fluid/framework/op_proto_maker.h" #include "paddle/fluid/inference/analysis/dot.h" #include "paddle/fluid/string/printf.h" namespace paddle { namespace framework { namespace ir { using inference::analysis::Dot; namespace { const char kGraphVizPath[] = "graph_viz_path"; std::string FormatName(const Node* node) { if (!node->IsOp() || !node->Op() || !node->Op()->HasAttr(OpProtoAndCheckerMaker::OpNamescopeAttrName())) { return node->Name(); } const std::string full_scope = boost::get( node->Op()->GetAttr(OpProtoAndCheckerMaker::OpNamescopeAttrName())); return string::Sprintf("%s%s", full_scope.c_str(), node->Name().c_str()); } } // namespace std::unique_ptr GraphVizPass::ApplyImpl( std::unique_ptr graph) const { const std::string graph_viz_path = Get(kGraphVizPath); VLOG(3) << "draw IR graph viz to " << graph_viz_path; std::unique_ptr fout(new std::ofstream(graph_viz_path)); PADDLE_ENFORCE(fout->good()); std::ostream& sout = *fout; std::unordered_map node2dot; Dot dot; const std::vector op_attrs({ Dot::Attr("style", "rounded,filled,bold"), // Dot::Attr("shape", "box"), // Dot::Attr("color", "#303A3A"), // Dot::Attr("fontcolor", "#ffffff"), // Dot::Attr("width", "1.3"), // Dot::Attr("height", "0.84"), // Dot::Attr("fontname", "Arial"), // }); const std::vector arg_attrs({ Dot::Attr("shape", "box"), // Dot::Attr("style", "rounded,filled,bold"), // Dot::Attr("fontname", "Arial"), // Dot::Attr("fillcolor", "#999999"), // Dot::Attr("color", "#dddddd"), // }); const std::vector param_attrs({ Dot::Attr("shape", "box"), // Dot::Attr("style", "rounded,filled,bold"), // Dot::Attr("fontname", "Arial"), // Dot::Attr("color", "#148b97"), // Dot::Attr("fontcolor", "#ffffff"), // }); const std::vector marked_op_attrs( {Dot::Attr("style", "rounded,filled,bold"), Dot::Attr("shape", "box"), Dot::Attr("fillcolor", "yellow")}); const std::vector marked_var_attrs( {Dot::Attr("style", "filled,rounded"), Dot::Attr("shape", "box"), Dot::Attr("fillcolor", "yellow")}); auto marked_nodes = ConsumeMarkedNodes(graph.get()); // Create nodes for (const Node* n : graph->Nodes()) { std::string node_id = FormatName(n) + "(" + std::to_string(n->id()) + ")"; if (n->IsOp()) { decltype(op_attrs) attr = marked_nodes.count(n) ? marked_op_attrs : op_attrs; dot.AddNode(node_id, attr, node_id); } else if (n->IsVar()) { decltype(op_attrs)* attr; if (marked_nodes.count(n)) { attr = &marked_var_attrs; } else if (const_cast(n)->Var() && const_cast(n)->Var()->Persistable()) { attr = ¶m_attrs; } else { attr = &arg_attrs; } dot.AddNode(node_id, *attr, node_id); } node2dot[n] = node_id; } // Create edges for (const Node* n : graph->Nodes()) { const auto& src_id = node2dot.at(n); for (auto* out : n->outputs) { const auto& trg_id = node2dot.at(out); dot.AddEdge(src_id, trg_id, {}); } } sout << dot.Build(); return graph; } GraphVizPass::marked_nodes_t GraphVizPass::ConsumeMarkedNodes( Graph* graph) const { marked_nodes_t res; if (graph->Has(kGraphvizMarkedNodeAttr)) { auto& attr = graph->Get(kGraphvizMarkedNodeAttr); res = attr; attr.clear(); } return res; } } // namespace ir } // namespace framework } // namespace paddle REGISTER_PASS(graph_viz_pass, paddle::framework::ir::GraphVizPass) .RequirePassAttr(paddle::framework::ir::kGraphVizPath);