/** * Copyright 2019-2020 Huawei Technologies Co., Ltd * * 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 #define protected public #define private public #include "graph/passes/identity_pass.h" #include "common/op/ge_op_utils.h" #include "common/types.h" #include "graph/anchor.h" #include "graph/attr_value.h" #include "graph/compute_graph.h" #include "graph/op_desc.h" #include "graph/passes/base_pass.h" #include "graph/utils/attr_utils.h" #include "graph/utils/graph_utils.h" #include "graph/utils/op_desc_utils.h" #include "graph/utils/tensor_utils.h" #include "graph_builder_utils.h" #include "inc/pass_manager.h" #undef protected #undef private using namespace std; using namespace testing; using namespace ge; class UtestIdentityPass : public Test { protected: NodePtr AddNode(ComputeGraphPtr graph, const string &name, const string &type, int32_t in_anchors_num = 1, int32_t out_anchors_num = 1) { GeTensorDesc tensor_desc; OpDescPtr opdesc = make_shared(name, type); for (int32_t i = 0; i < in_anchors_num; i++) { opdesc->AddInputDesc(tensor_desc); } for (int32_t i = 0; i < out_anchors_num; i++) { opdesc->AddOutputDesc(tensor_desc); } NodePtr node = graph->AddNode(opdesc); return node; } }; /// merge1 /// | /// identity1 /// | \c /// var1 var2 static ComputeGraphPtr BuildGraph1() { ge::ut::GraphBuilder builder("g1"); auto var1 = builder.AddNode("var1", "Variable", 0, 1); auto var2 = builder.AddNode("var2", "Variable", 0, 1); auto identity1 = builder.AddNode("identity1", "Identity", 1, 1); auto merge1 = builder.AddNode("merge1", "Merge", 1, 1); builder.AddDataEdge(var1, 0, identity1, 0); builder.AddControlEdge(var2, identity1); builder.AddDataEdge(identity1, 0, merge1, 0); return builder.GetGraph(); } /// addn1 /// |c /// identity1 /// | /// switch1 /// | /// var1 static ComputeGraphPtr BuildGraph2() { ge::ut::GraphBuilder builder("g1"); auto var1 = builder.AddNode("var1", "Variable", 0, 1); auto switch1 = builder.AddNode("switch1", "Switch", 2, 2); auto identity1 = builder.AddNode("identity1", "Identity", 1, 1); auto addn1 = builder.AddNode("addn1", "AddN", 1, 1); builder.AddDataEdge(var1, 0, switch1, 0); builder.AddDataEdge(switch1, 0, identity1, 0); builder.AddControlEdge(identity1, addn1); return builder.GetGraph(); } /// addn1 /// | /// identity1 /// | /// switch1 /// | /// var1 static ComputeGraphPtr BuildGraph3() { ge::ut::GraphBuilder builder("g3"); auto var1 = builder.AddNode("var1", "Variable", 0, 1); auto switch1 = builder.AddNode("switch1", "Switch", 2, 2); auto identity1 = builder.AddNode("identity1", "Identity", 1, 1); auto addn1 = builder.AddNode("addn1", "AddN", 1, 1); builder.AddDataEdge(var1, 0, switch1, 0); builder.AddDataEdge(switch1, 0, identity1, 0); builder.AddDataEdge(identity1, 0, addn1, 0); return builder.GetGraph(); } TEST_F(UtestIdentityPass, succ) { ComputeGraphPtr graph = std::make_shared("test"); NodePtr node = AddNode(graph, "Identity", IDENTITY); NodePtr reduce_min_node = AddNode(graph, "reduceMin", REDUCEMIN); GraphUtils::AddEdge(node->GetOutDataAnchor(0), reduce_min_node->GetInDataAnchor(0)); IdentityPass pass(true); Status status = pass.Run(node); EXPECT_EQ(status, SUCCESS); NodePtr found_node = graph->FindNode("Identity"); EXPECT_EQ(found_node, nullptr); status = pass.Run(reduce_min_node); EXPECT_EQ(status, SUCCESS); string type2 = "FrameworkOp"; node->GetOpDesc()->SetType(type2); status = pass.Run(node); // EXPECT_EQ(ge::SUCCESS, status); NodePtr node_err = AddNode(graph, "Identity", IDENTITY, 1, 2); status = pass.Run(node_err); EXPECT_EQ(status, ge::PARAM_INVALID); } TEST_F(UtestIdentityPass, skip_merge) { auto graph = BuildGraph1(); ge::GEPass pass(graph); ge::NamesToPass names_to_pass; IdentityPass identity_pass(false); names_to_pass.emplace_back("IdentityPass", &identity_pass); EXPECT_EQ(pass.Run(names_to_pass), SUCCESS); auto identity1 = graph->FindNode("identity1"); EXPECT_NE(identity1, nullptr); EXPECT_EQ(identity1->GetOutNodes().size(), 1); EXPECT_EQ(identity1->GetOutDataNodes().at(0)->GetName(), "merge1"); EXPECT_EQ(identity1->GetInNodes().size(), 2); names_to_pass.clear(); IdentityPass force_pass(true); names_to_pass.emplace_back("ForceIdentityPass", &force_pass); EXPECT_EQ(pass.Run(names_to_pass), SUCCESS); identity1 = graph->FindNode("identity1"); EXPECT_EQ(identity1, nullptr); } TEST_F(UtestIdentityPass, skip_switch) { auto graph = BuildGraph2(); ge::GEPass pass(graph); ge::NamesToPass names_to_pass; IdentityPass identity_pass(false); names_to_pass.emplace_back("IdentityPass", &identity_pass); EXPECT_EQ(pass.Run(names_to_pass), SUCCESS); auto identity1 = graph->FindNode("identity1"); EXPECT_NE(identity1, nullptr); EXPECT_EQ(identity1->GetInNodes().size(), 1); EXPECT_EQ(identity1->GetInDataNodes().at(0)->GetName(), "switch1"); names_to_pass.clear(); IdentityPass force_pass(true); names_to_pass.emplace_back("ForceIdentityPass", &force_pass); EXPECT_EQ(pass.Run(names_to_pass), SUCCESS); identity1 = graph->FindNode("identity1"); EXPECT_EQ(identity1, nullptr); } TEST_F(UtestIdentityPass, norm_after_switch) { auto graph = BuildGraph3(); ge::GEPass pass(graph); ge::NamesToPass names_to_pass; IdentityPass identity_pass(false); names_to_pass.emplace_back("IdentityPass", &identity_pass); EXPECT_EQ(pass.Run(names_to_pass), SUCCESS); auto identity1 = graph->FindNode("identity1"); EXPECT_EQ(identity1, nullptr); auto switch1 = graph->FindNode("switch1"); EXPECT_EQ(switch1->GetOutNodes().size(), 1); EXPECT_EQ(switch1->GetOutDataNodes().at(0)->GetName(), "addn1"); }