// 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 "paddle/fluid/framework/details/graph_print_pass.h" #include "paddle/fluid/framework/details/graph_test_base.h" REGISTER_OPERATOR(sum, paddle::framework::DummyOp, paddle::framework::SumOpMaker); REGISTER_OPERATOR(split, paddle::framework::DummyOp, paddle::framework::SplitOpMaker); REGISTER_OPERATOR(assign, paddle::framework::DummyOp, paddle::framework::AssignOpMaker, paddle::framework::DummyVarTypeInference); /* a @ b c d @ e */ using paddle::framework::ProgramDesc; using paddle::framework::proto::VarType; inline static ProgramDesc FillProgramDesc() { ProgramDesc prog; prog.MutableBlock(0)->Var("a")->SetType(VarType::LOD_TENSOR); prog.MutableBlock(0)->Var("b")->SetType(VarType::LOD_TENSOR); prog.MutableBlock(0)->Var("c")->SetType(VarType::LOD_TENSOR); prog.MutableBlock(0)->Var("d")->SetType(VarType::LOD_TENSOR); prog.MutableBlock(0)->Var("e")->SetType(VarType::LOD_TENSOR); { auto* op = prog.MutableBlock(0)->AppendOp(); op->SetType("sum"); op->SetInput("X", {"a", "b"}); op->SetOutput("Out", {"c"}); } { auto* op = prog.MutableBlock(0)->AppendOp(); op->SetType("split"); op->SetInput("X", {"c"}); op->SetOutput("Out", {"d", "e"}); } { auto* op = prog.MutableBlock(0)->AppendOp(); op->SetType("sum"); op->SetInput("X", {"d", "e"}); op->SetOutput("Out", {"d"}); } { auto* op = prog.MutableBlock(0)->AppendOp(); op->SetType("assign"); op->SetInput("X", {"d"}); op->SetOutput("Out", {"d"}); } return prog; } namespace paddle { namespace framework { namespace details { TEST(SSAGraphPrinter, Normal) { auto program = FillProgramDesc(); std::unique_ptr graph(new ir::Graph(program)); graph->Set(kGraphviz, new GraphvizNodes); std::unique_ptr printer(new SSAGraphPrinterImpl); // redirect debug graph to a file. constexpr char graph_path[] = "graph_print_pass.txt"; std::unique_ptr fout(new std::ofstream(graph_path)); PADDLE_ENFORCE(fout->good()); printer->Print(*graph, *fout); } using ir::Graph; using ir::Node; void BuildCircleGraph(Graph* g) { ir::Node* o1 = g->CreateEmptyNode("op1", Node::Type::kOperation); ir::Node* v1 = g->CreateEmptyNode("var1", Node::Type::kVariable); o1->outputs.push_back(v1); o1->inputs.push_back(v1); v1->inputs.push_back(o1); v1->outputs.push_back(o1); } void BuildCircleGraph2(Graph* g) { ir::Node* o1 = g->CreateEmptyNode("op1", Node::Type::kOperation); ir::Node* o2 = g->CreateEmptyNode("op2", Node::Type::kOperation); ir::Node* v1 = g->CreateEmptyNode("var1", Node::Type::kVariable); ir::Node* v2 = g->CreateEmptyNode("var2", Node::Type::kVariable); o1->outputs.push_back(v1); o2->inputs.push_back(v1); v1->inputs.push_back(o1); v1->outputs.push_back(o2); o2->outputs.push_back(v2); o1->inputs.push_back(v2); v2->inputs.push_back(o2); v2->outputs.push_back(o1); } void BuildNoCircleGraph(Graph* g) { ir::Node* o1 = g->CreateEmptyNode("op1", Node::Type::kOperation); ir::Node* o2 = g->CreateEmptyNode("op2", Node::Type::kOperation); ir::Node* o3 = g->CreateEmptyNode("op3", Node::Type::kOperation); ir::Node* o4 = g->CreateEmptyNode("op4", Node::Type::kOperation); ir::Node* o5 = g->CreateEmptyNode("op5", Node::Type::kOperation); ir::Node* v1 = g->CreateEmptyNode("var1", Node::Type::kVariable); ir::Node* v2 = g->CreateEmptyNode("var2", Node::Type::kVariable); ir::Node* v3 = g->CreateEmptyNode("var3", Node::Type::kVariable); ir::Node* v4 = g->CreateEmptyNode("var4", Node::Type::kVariable); // o1->v1->o2 o1->outputs.push_back(v1); o2->inputs.push_back(v1); v1->inputs.push_back(o1); v1->outputs.push_back(o2); // o2->v2->o3 // o2->v2->o4 o2->outputs.push_back(v2); o3->inputs.push_back(v2); o4->inputs.push_back(v2); v2->inputs.push_back(o2); v2->outputs.push_back(o3); v2->outputs.push_back(o4); // o2->v3->o5 o2->outputs.push_back(v3); o5->inputs.push_back(v3); v3->inputs.push_back(o2); v3->outputs.push_back(o5); // o3-v4->o5 o3->outputs.push_back(v4); o5->inputs.push_back(v4); v4->inputs.push_back(o3); v4->outputs.push_back(o5); // o2->v3->o1 v3->outputs.push_back(o1); o1->inputs.push_back(v3); } TEST(SSAGraphPrinter, SimpleCircle) { ProgramDesc prog; Graph graph(prog); BuildCircleGraph(&graph); ASSERT_TRUE(HasCircle(graph)); graph.Set(kGraphviz, new GraphvizNodes); std::unique_ptr printer(new SSAGraphPrinterImpl); // redirect debug graph to a file. constexpr char graph_path[] = "graph_print_pass_simple_circle.txt"; std::unique_ptr fout(new std::ofstream(graph_path)); PADDLE_ENFORCE(fout->good()); printer->Print(graph, *fout); } TEST(SSAGraphPrinter, ComplexCircle) { ProgramDesc prog; Graph graph(prog); BuildCircleGraph2(&graph); ASSERT_TRUE(HasCircle(graph)); graph.Set(kGraphviz, new GraphvizNodes); std::unique_ptr printer(new SSAGraphPrinterImpl); // redirect debug graph to a file. constexpr char graph_path[] = "graph_print_pass_complex_circle.txt"; std::unique_ptr fout(new std::ofstream(graph_path)); PADDLE_ENFORCE(fout->good()); printer->Print(graph, *fout); } } // namespace details } // namespace framework } // namespace paddle