/** * 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 "graph/passes/merge_input_memcpy_pass.h" #include "graph/passes/next_iteration_pass.h" #include "graph/passes/switch_to_stream_switch_pass.h" #include "graph/passes/merge_to_stream_merge_pass.h" #include "graph/passes/attach_stream_label_pass.h" #include #include "graph_builder_utils.h" namespace ge { class UtestLoopBranchV1Pass : public testing::Test { protected: void SetUp() {} void TearDown() {} }; namespace { /// /// net_output /// | /// exit next_iteration /// \ | | /// \ add | /// F\ T/ \ | /// switch1 enter1 | /// / | | | /// loop_cond | const1 | /// | | | /// less | | /// / \ | | /// enter2 merge ---------| /// | | /// const2 enter3 /// | /// var /// ComputeGraphPtr BuildGraph1() { auto builder = ut::GraphBuilder("g1"); auto const1 = builder.AddNode("const1", CONSTANTOP, 0, 1); auto enter1 = builder.AddNode("enter1", ENTER, 1, 1); AttrUtils::SetStr(enter1->GetOpDesc(), ENTER_ATTR_FRAME_NAME, "frame_name"); auto const2 = builder.AddNode("const2", CONSTANTOP, 0, 1); auto enter2 = builder.AddNode("enter2", ENTER, 1, 1); AttrUtils::SetStr(enter2->GetOpDesc(), ENTER_ATTR_FRAME_NAME, "frame_name"); auto var = builder.AddNode("var", VARIABLEV2, 0, 1); auto enter3 = builder.AddNode("enter3", ENTER, 1, 1); AttrUtils::SetStr(enter3->GetOpDesc(), ENTER_ATTR_FRAME_NAME, "frame_name"); auto merge = builder.AddNode("merge", MERGE, 2, 2); auto less = builder.AddNode("less", LESS, 2, 1); auto loop_cond = builder.AddNode("loop_cond", LOOPCOND, 1, 1, FORMAT_ND, DT_BOOL, {}); auto switch1 = builder.AddNode("switch1", SWITCH, 2, 2); auto add = builder.AddNode("add", ADD, 2, 1); auto next_iteration = builder.AddNode("next_iteration", NEXTITERATION, 1, 1); auto exit = builder.AddNode("exit", EXIT, 1, 1); auto net_output = builder.AddNode("net_output", NETOUTPUT, 1, 0); builder.AddDataEdge(const1, 0, enter1, 0); builder.AddDataEdge(const2, 0, enter2, 0); builder.AddDataEdge(var, 0, enter3, 0); builder.AddDataEdge(enter3, 0, merge, 0); builder.AddDataEdge(enter2, 0, less, 0); builder.AddDataEdge(merge, 0, less, 1); builder.AddDataEdge(merge, 0, switch1, 0); builder.AddDataEdge(less, 0, loop_cond, 0); builder.AddDataEdge(loop_cond, 0, switch1, 1); builder.AddDataEdge(switch1, 1, add, 0); builder.AddDataEdge(enter1, 0, add, 1); builder.AddDataEdge(add, 0, next_iteration, 0); builder.AddDataEdge(next_iteration, 0, merge, 1); builder.AddDataEdge(switch1, 0, exit, 0); builder.AddDataEdge(exit, 0, net_output, 0); return builder.GetGraph(); } } // namespace TEST_F(UtestLoopBranchV1Pass, common_loop_branch_v1) { auto graph = BuildGraph1(); MergeInputMemcpyPass memcpy_pass; NextIterationPass loop_pass; SwitchToStreamSwitchPass switch_pass; MergeToStreamMergePass merge_pass; AttachStreamLabelPass label_pass; EXPECT_EQ(memcpy_pass.Run(graph), SUCCESS); EXPECT_EQ(loop_pass.Run(graph), SUCCESS); EXPECT_EQ(switch_pass.Run(graph), SUCCESS); EXPECT_EQ(merge_pass.Run(graph), SUCCESS); EXPECT_EQ(label_pass.Run(graph), SUCCESS); uint32_t switch_num = 0; uint32_t merge_num = 0; uint32_t cast_num = 0; uint32_t stream_switch_num = 0; uint32_t active_num = 0; uint32_t stream_merge_num = 0; uint32_t memcpy_num = 0; for (const auto &node : graph->GetAllNodes()) { const auto &op_desc = node->GetOpDesc(); std::string type = op_desc->GetType(); if (type == SWITCH || type == REFSWITCH) { switch_num++; } else if (type == MERGE) { merge_num++; } else if (type == CAST) { EXPECT_TRUE(op_desc->HasAttr(ATTR_NAME_STREAM_LABEL)); cast_num++; } else if (type == STREAMSWITCH) { stream_switch_num++; EXPECT_TRUE(op_desc->HasAttr(ATTR_NAME_STREAM_LABEL)); EXPECT_TRUE(op_desc->HasAttr(ATTR_NAME_ACTIVE_LABEL_LIST)); EXPECT_TRUE(op_desc->HasAttr(ATTR_NAME_SWITCH_DATA_TYPE)); EXPECT_TRUE(op_desc->HasAttr(ATTR_NAME_SWITCH_TRUE_BRANCH_FLAG)); } else if (type == STREAMMERGE) { stream_merge_num++; EXPECT_TRUE(op_desc->HasAttr(ATTR_NAME_STREAM_LABEL)); } else if (type == STREAMACTIVE) { active_num++; EXPECT_TRUE(op_desc->HasAttr(ATTR_NAME_ACTIVE_LABEL_LIST)); } else if (type == MEMCPYASYNC) { memcpy_num++; } } EXPECT_EQ(switch_num, 0); EXPECT_EQ(merge_num, 0); EXPECT_EQ(cast_num, 1); EXPECT_EQ(stream_switch_num, 2); EXPECT_EQ(active_num, 3); EXPECT_EQ(stream_merge_num, 1); EXPECT_EQ(memcpy_num, 0); } } // namespace ge