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/**
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* Copyright 2019-2020 Huawei Technologies Co., Ltd
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*
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* Licensed under the Apache License, Version 2.0 (the "License");
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* you may not use this file except in compliance with the License.
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* You may obtain a copy of the License at
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*
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* http://www.apache.org/licenses/LICENSE-2.0
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*
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* Unless required by applicable law or agreed to in writing, software
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* distributed under the License is distributed on an "AS IS" BASIS,
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* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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* See the License for the specific language governing permissions and
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* limitations under the License.
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*/
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#include <gtest/gtest.h>
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#include <memory>
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#include "graph/anchor.h"
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#include "graph/attr_value.h"
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#include "graph/debug/ge_attr_define.h"
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#include "graph/utils/graph_utils.h"
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#include "graph/utils/node_utils.h"
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#include "graph/utils/op_desc_utils.h"
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#include "graph/utils/tensor_utils.h"
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#include "omg/omg_inner_types.h"
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#include "../passes/graph_builder_utils.h"
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#define protected public
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#define private public
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#include "graph/build/model_builder.h"
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#undef protected
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#undef private
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using namespace std;
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using namespace testing;
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using namespace ge;
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using domi::GetContext;
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class UtestModelBuilderTest : public testing::Test {
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public:
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ge::OpDescPtr CreateOpWithWsSize(const string &name, int64_t wsByte, const string &type = "some") {
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ge::OpDescPtr op_def = make_shared<ge::OpDesc>(name, type);
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auto desc_temp_ptr = make_shared<ge::GeTensorDesc>();
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auto desc_temp = *desc_temp_ptr;
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TensorUtils::SetSize(desc_temp, 1024);
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op_def->AddInputDesc(desc_temp);
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op_def->AddOutputDesc(desc_temp);
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std::vector<int64_t> workspace_bytes;
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workspace_bytes.push_back(wsByte);
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op_def->SetWorkspaceBytes(workspace_bytes);
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return op_def;
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}
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ge::OpDescPtr CreateRefOpWithWsSize(const string &name, int64_t wsByte, const string &type = "some") {
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ge::OpDescPtr op_def = make_shared<ge::OpDesc>(name, type);
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auto desc_temp_ptr = make_shared<ge::GeTensorDesc>();
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auto desc_temp = *desc_temp_ptr;
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TensorUtils::SetSize(desc_temp, 1024);
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op_def->AddInputDesc(desc_temp);
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auto desc_output_ptr = make_shared<ge::GeTensorDesc>();
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auto desc_output = *desc_output_ptr;
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TensorUtils::SetSize(desc_output, 6500);
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ge::TensorUtils::SetReuseInput(desc_output, true);
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ge::TensorUtils::SetReuseInputIndex(desc_output, 0);
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op_def->AddOutputDesc(desc_output);
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std::vector<int64_t> workspace_bytes;
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workspace_bytes.push_back(wsByte);
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op_def->SetWorkspaceBytes(workspace_bytes);
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return op_def;
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}
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void MakeGraph(ge::ComputeGraphPtr &graph) {
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ge::OpDescPtr op_def_a = CreateOpWithWsSize("A", 6000);
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op_def_a->SetStreamId(0);
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ge::OpDescPtr op_def_b = CreateOpWithWsSize("B", 120000);
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op_def_b->SetStreamId(0);
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ge::OpDescPtr op_def_c = CreateOpWithWsSize("C", 16000);
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op_def_c->SetStreamId(1);
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ge::OpDescPtr op_def_d = CreateOpWithWsSize("D", 24000);
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op_def_d->SetStreamId(2);
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ge::OpDescPtr op_def_e = CreateOpWithWsSize("E", 24000);
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op_def_e->SetStreamId(3);
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ge::OpDescPtr op_def_f = CreateOpWithWsSize("F", 30000);
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op_def_f->SetStreamId(2);
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ge::OpDescPtr op_def_g = CreateOpWithWsSize("G", 32000);
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op_def_g->SetStreamId(3);
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ge::OpDescPtr op_def_h = CreateOpWithWsSize("H", 48000);
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op_def_h->SetStreamId(2);
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ge::OpDescPtr op_def_i = CreateOpWithWsSize("I", 60000);
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op_def_i->SetStreamId(2);
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ge::OpDescPtr op_def_j = CreateOpWithWsSize("J", 256000, NETOUTPUT);
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op_def_j->SetStreamId(3);
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// add node
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ge::NodePtr node_a = graph->AddNode(op_def_a);
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ge::NodePtr node_b = graph->AddNode(op_def_b);
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ge::NodePtr node_c = graph->AddNode(op_def_c);
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ge::NodePtr node_d = graph->AddNode(op_def_d);
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ge::NodePtr node_e = graph->AddNode(op_def_e);
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ge::NodePtr node_f = graph->AddNode(op_def_f);
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ge::NodePtr node_g = graph->AddNode(op_def_g);
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ge::NodePtr node_h = graph->AddNode(op_def_h);
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ge::NodePtr node_i = graph->AddNode(op_def_i);
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ge::NodePtr node_j = graph->AddNode(op_def_j);
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// add edge
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ge::GraphUtils::AddEdge(node_a->GetOutDataAnchor(0), node_b->GetInDataAnchor(0));
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ge::GraphUtils::AddEdge(node_a->GetOutDataAnchor(0), node_c->GetInDataAnchor(0));
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ge::GraphUtils::AddEdge(node_b->GetOutDataAnchor(0), node_d->GetInDataAnchor(0));
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ge::GraphUtils::AddEdge(node_b->GetOutDataAnchor(0), node_e->GetInDataAnchor(0));
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ge::GraphUtils::AddEdge(node_c->GetOutDataAnchor(0), node_g->GetInDataAnchor(0));
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ge::GraphUtils::AddEdge(node_d->GetOutDataAnchor(0), node_f->GetInDataAnchor(0));
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ge::GraphUtils::AddEdge(node_e->GetOutDataAnchor(0), node_g->GetInDataAnchor(1));
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ge::GraphUtils::AddEdge(node_f->GetOutDataAnchor(0), node_h->GetInDataAnchor(0));
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ge::GraphUtils::AddEdge(node_g->GetOutDataAnchor(0), node_j->GetInDataAnchor(0));
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ge::GraphUtils::AddEdge(node_h->GetOutDataAnchor(0), node_i->GetInDataAnchor(0));
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ge::GraphUtils::AddEdge(node_i->GetOutDataAnchor(0), node_j->GetInDataAnchor(1));
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GetContext().out_nodes_map["H"] = {0};
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GetContext().out_nodes_map["I"] = {0};
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GetContext().out_nodes_map["J"] = {0};
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graph->TopologicalSorting();
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}
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protected:
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void SetUp() {}
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void TearDown() { GetContext().out_nodes_map.clear(); }
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};
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// when check GetMemoryRanges return fail, Assign return fail
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TEST_F(UtestModelBuilderTest, SetInputIsConst) {
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Graph2SubGraphInfoList subgraphs;
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std::map<std::string, int> stream_max_parallel_num;
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ge::ComputeGraphPtr graph = make_shared<ge::ComputeGraph>("");
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MakeGraph(graph);
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graph->TopologicalSorting();
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ge::ModelBuilder builder(0, graph, subgraphs, stream_max_parallel_num, false);
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EXPECT_EQ(builder.PreBuildModel(), SUCCESS);
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}
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