// 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. #include "lite/core/mir/graph_visualize_pass.h" #include #include #include #include #include #include #include "lite/core/mir/pass_registry.h" #include "lite/utils/string.h" namespace paddle { namespace lite { namespace mir { using inference::analysis::Dot; void GraphVisualizePass::Apply(const std::unique_ptr& graph) { VLOG(5) << "\n" << Visualize(graph.get()); } std::string Visualize(mir::SSAGraph* graph) { std::ostringstream os; inference::analysis::Dot dot; auto string_trunc = [](const std::string& str) -> std::string { const int max_disp_size = 100; if (str.length() > max_disp_size) return str.substr(0, max_disp_size) + "..."; return str; }; auto attr_repr = [&](const OpInfo* op_info, const std::string& attr_name) -> std::string { std::ostringstream os; using AttrType = cpp::OpDesc::AttrType; auto attr_type = op_info->GetAttrType(attr_name); switch (attr_type) { case AttrType::INT: os << ":int:" << paddle::lite::to_string(op_info->GetAttr(attr_name)); break; case AttrType::FLOAT: os << ":float:" << paddle::lite::to_string(op_info->GetAttr(attr_name)); break; case AttrType::BOOLEAN: os << ":int:" << paddle::lite::to_string(op_info->GetAttr(attr_name)); break; case AttrType::STRING: os << ":string: \"" << string_trunc(op_info->GetAttr(attr_name)) << "\""; break; case AttrType::FLOATS: { auto vals = op_info->GetAttr>(attr_name); os << ":floats: {" + Join(vals, ",") << "}"; } break; case AttrType::INTS: { auto vals = op_info->GetAttr>(attr_name); os << ":ints: {" + Join(vals, ",") + "}"; } break; case AttrType::STRINGS: { auto vals = op_info->GetAttr>(attr_name); os << ":strings: {" + string_trunc(Join(vals, ",")) << "}"; } break; default: os << ":Unknow type(" << static_cast(attr_type) << ")"; break; } return os.str(); }; int op_idx = 0; std::set exists_var_names; for (auto& node : graph->StmtTopologicalOrder()) { if (!node->IsStmt()) continue; auto op_info = node->AsStmt().op_info(); auto op_type = op_info->Type(); std::string op_name = string_format("%s%d", op_type.c_str(), op_idx++); // Add its input&output variables as the Dot nodes dot.AddNode(op_name, {Dot::Attr("shape", "box"), Dot::Attr("style", "filled"), Dot::Attr("color", "black"), Dot::Attr("fillcolor", "yellow")}); for (auto& x : node->inlinks) { auto var_name = x->AsArg().name; if (!exists_var_names.count(var_name)) { dot.AddNode(var_name, {}); exists_var_names.insert(var_name); } dot.AddEdge(var_name, op_name, {}); } for (auto& x : node->outlinks) { auto var_name = x->AsArg().name; if (!exists_var_names.count(var_name)) { dot.AddNode(var_name, {}); exists_var_names.insert(var_name); } dot.AddEdge(op_name, var_name, {}); } // Output its all of attributes(name and values) os << "* " << op_name << "\n"; const auto& attr_names = op_info->AttrNames(); for (auto& attr_name : attr_names) { os << " - " << attr_name << attr_repr(op_info, attr_name) << "\n"; } } os << dot.Build(); return os.str(); } } // namespace mir } // namespace lite } // namespace paddle REGISTER_MIR_PASS(graph_visualize_pass, paddle::lite::mir::GraphVisualizePass) .BindTargets({TARGET(kAny)});