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192 lines
8.7 KiB
192 lines
8.7 KiB
/**
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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 "graph/passes/variable_prepare_op_pass.h"
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#include <gtest/gtest.h>
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#include <string>
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using namespace ge;
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class UtestGraphPassesVariablePreparePass : public testing::Test {
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protected:
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void SetUp() {}
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void TearDown() {}
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};
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class NodeBuilder {
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public:
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NodeBuilder(const std::string &name, const std::string &type) { op_desc_ = std::make_shared<OpDesc>(name, type); }
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NodeBuilder &AddInputDesc(std::initializer_list<int64_t> shape, ge::Format format = FORMAT_NCHW,
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ge::DataType data_type = DT_FLOAT) {
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op_desc_->AddInputDesc(CreateTensorDesc(shape, format, data_type)->Clone());
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return *this;
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}
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NodeBuilder &AddOutputDesc(std::initializer_list<int64_t> shape, ge::Format format = FORMAT_NCHW,
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ge::DataType data_type = DT_FLOAT) {
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op_desc_->AddOutputDesc(CreateTensorDesc(shape, format, data_type)->Clone());
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return *this;
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}
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ge::NodePtr Build(const ge::ComputeGraphPtr &graph) { return graph->AddNode(op_desc_); }
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private:
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ge::GeTensorDescPtr CreateTensorDesc(std::initializer_list<int64_t> shape, ge::Format format = FORMAT_NCHW,
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ge::DataType data_type = DT_FLOAT) {
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GeShape ge_shape{std::vector<int64_t>(shape)};
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ge::GeTensorDescPtr tensor_desc = std::make_shared<ge::GeTensorDesc>();
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tensor_desc->SetShape(ge_shape);
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tensor_desc->SetFormat(format);
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tensor_desc->SetDataType(data_type);
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return tensor_desc;
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}
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ge::OpDescPtr op_desc_;
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};
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/// variable -- const
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/// \ /
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/// \ /
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/// assign
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TEST_F(UtestGraphPassesVariablePreparePass, variable_prepare_pass_succ1) {
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ge::ComputeGraphPtr graph = std::make_shared<ComputeGraph>("test");
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ge::NodePtr variable_node = NodeBuilder("variable", VARIABLE)
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.AddInputDesc({2, 16, 2, 2}, FORMAT_NHWC, DT_FLOAT)
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.AddOutputDesc({2, 16, 2, 2}, FORMAT_NHWC, DT_FLOAT)
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.Build(graph);
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ge::NodePtr const_node = NodeBuilder("const", CONSTANT)
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.AddInputDesc({2, 16, 2, 2}, FORMAT_NHWC, DT_FLOAT)
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.AddOutputDesc({2, 16, 2, 2}, FORMAT_NHWC, DT_FLOAT)
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.Build(graph);
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ge::NodePtr apply_assign_node = NodeBuilder("assign", ASSIGN)
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.AddInputDesc({2, 16, 2, 2}, FORMAT_NHWC, DT_FLOAT)
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.AddOutputDesc({2, 16, 2, 2}, FORMAT_NHWC, DT_FLOAT)
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.Build(graph);
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ge::GraphUtils::AddEdge(variable_node->GetOutDataAnchor(0), apply_assign_node->GetInDataAnchor(0));
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ge::GraphUtils::AddEdge(const_node->GetOutDataAnchor(0), apply_assign_node->GetInDataAnchor(1));
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ge::VariablePrepareOpPass pass_;
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ge::Status status = pass_.Run(graph);
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EXPECT_EQ(apply_assign_node->GetOutDataNodes().size(), 0);
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EXPECT_EQ(SUCCESS, status);
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}
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/// variable -- applyMoment
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TEST_F(UtestGraphPassesVariablePreparePass, variable_prepare_pass_succ2) {
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ge::ComputeGraphPtr graph = std::make_shared<ComputeGraph>("test");
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ge::NodePtr variable_node = NodeBuilder("variable", VARIABLE)
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.AddInputDesc({2, 16, 2, 2}, FORMAT_NHWC, DT_FLOAT)
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.AddOutputDesc({2, 16, 2, 2}, FORMAT_NHWC, DT_FLOAT)
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.Build(graph);
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ge::NodePtr apply_monetum_node = NodeBuilder("apply_monetum", APPLYMOMENTUM)
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.AddInputDesc({2, 16, 2, 2}, FORMAT_NHWC, DT_FLOAT)
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.AddOutputDesc({2, 16, 2, 2}, FORMAT_NHWC, DT_FLOAT)
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.Build(graph);
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ge::NodePtr sinh_node = NodeBuilder("sinh", SINH)
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.AddInputDesc({2, 16, 2, 2}, FORMAT_NHWC, DT_FLOAT)
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.AddOutputDesc({2, 16, 2, 2}, FORMAT_NHWC, DT_FLOAT)
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.Build(graph);
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ge::GraphUtils::AddEdge(variable_node->GetOutDataAnchor(0), apply_monetum_node->GetInDataAnchor(0));
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ge::GraphUtils::AddEdge(apply_monetum_node->GetOutControlAnchor(), sinh_node->GetInControlAnchor());
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ge::VariablePrepareOpPass pass_;
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ge::Status status = pass_.Run(graph);
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EXPECT_EQ(apply_monetum_node->GetOutDataNodes().size(), 0);
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EXPECT_EQ(SUCCESS, status);
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}
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/// variable -- const1
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/// \ /
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/// \ /
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/// assign_add1 -- const2
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/// \ /
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/// \ /
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/// assign_sub -- const3
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/// \ /
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/// \ /
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/// assign_add2 -- const4
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/// \ /
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/// \ /
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/// assign_add3
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TEST_F(UtestGraphPassesVariablePreparePass, variable_prepare_pass_succ3) {
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ge::ComputeGraphPtr graph = std::make_shared<ComputeGraph>("test");
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ge::NodePtr variable_node = NodeBuilder("variable", VARIABLE)
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.AddInputDesc({2, 16, 2, 2}, FORMAT_NHWC, DT_FLOAT)
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.AddOutputDesc({2, 16, 2, 2}, FORMAT_NHWC, DT_FLOAT)
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.Build(graph);
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ge::NodePtr const_node1 = NodeBuilder("const1", CONSTANT)
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.AddInputDesc({2, 16, 2, 2}, FORMAT_NHWC, DT_FLOAT)
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.AddOutputDesc({2, 16, 2, 2}, FORMAT_NHWC, DT_FLOAT)
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.Build(graph);
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ge::NodePtr const_node2 = NodeBuilder("const2", CONSTANT)
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.AddInputDesc({2, 16, 2, 2}, FORMAT_NHWC, DT_FLOAT)
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.AddOutputDesc({2, 16, 2, 2}, FORMAT_NHWC, DT_FLOAT)
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.Build(graph);
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ge::NodePtr const_node3 = NodeBuilder("const3", CONSTANT)
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.AddInputDesc({2, 16, 2, 2}, FORMAT_NHWC, DT_FLOAT)
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.AddOutputDesc({2, 16, 2, 2}, FORMAT_NHWC, DT_FLOAT)
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.Build(graph);
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ge::NodePtr const_node4 = NodeBuilder("const4", CONSTANT)
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.AddInputDesc({2, 16, 2, 2}, FORMAT_NHWC, DT_FLOAT)
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.AddOutputDesc({2, 16, 2, 2}, FORMAT_NHWC, DT_FLOAT)
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.Build(graph);
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ge::NodePtr assign_add1 = NodeBuilder("assign_add1", ASSIGNADD)
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.AddInputDesc({2, 16, 2, 2}, FORMAT_NHWC, DT_FLOAT)
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.AddOutputDesc({2, 16, 2, 2}, FORMAT_NHWC, DT_FLOAT)
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.Build(graph);
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ge::NodePtr assign_sub = NodeBuilder("assign_sub", ASSIGNSUB)
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.AddInputDesc({2, 16, 2, 2}, FORMAT_NHWC, DT_FLOAT)
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.AddOutputDesc({2, 16, 2, 2}, FORMAT_NHWC, DT_FLOAT)
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.Build(graph);
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ge::NodePtr assign_add2 = NodeBuilder("assign_add2", ASSIGNADD)
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.AddInputDesc({2, 16, 2, 2}, FORMAT_NHWC, DT_FLOAT)
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.AddOutputDesc({2, 16, 2, 2}, FORMAT_NHWC, DT_FLOAT)
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.Build(graph);
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ge::NodePtr assign_add3 = NodeBuilder("assign_add3", ASSIGNADD)
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.AddInputDesc({2, 16, 2, 2}, FORMAT_NHWC, DT_FLOAT)
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.AddOutputDesc({2, 16, 2, 2}, FORMAT_NHWC, DT_FLOAT)
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.Build(graph);
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ge::GraphUtils::AddEdge(variable_node->GetOutDataAnchor(0), assign_add1->GetInDataAnchor(0));
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ge::GraphUtils::AddEdge(const_node1->GetOutDataAnchor(0), assign_add1->GetInDataAnchor(1));
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ge::GraphUtils::AddEdge(assign_add1->GetOutDataAnchor(0), assign_sub->GetInDataAnchor(0));
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ge::GraphUtils::AddEdge(const_node2->GetOutDataAnchor(0), assign_sub->GetInDataAnchor(1));
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ge::GraphUtils::AddEdge(assign_sub->GetOutDataAnchor(0), assign_add2->GetInDataAnchor(0));
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ge::GraphUtils::AddEdge(const_node3->GetOutDataAnchor(0), assign_add2->GetInDataAnchor(1));
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ge::GraphUtils::AddEdge(assign_add2->GetOutDataAnchor(0), assign_add3->GetInDataAnchor(0));
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ge::GraphUtils::AddEdge(const_node4->GetOutDataAnchor(0), assign_add3->GetInDataAnchor(1));
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ge::VariablePrepareOpPass pass_;
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ge::Status status = pass_.Run(graph);
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EXPECT_EQ(assign_add3->GetOutDataNodes().size(), 0);
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EXPECT_EQ(SUCCESS, status);
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}
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