/** * 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/variable_ref_delete_op_pass.h" #include #include using namespace ge; class UtestGraphPassesVariableRefDeletePass : public testing::Test { protected: void SetUp() {} void TearDown() {} }; class NodeBuilder { public: NodeBuilder(const std::string &name, const std::string &type) { op_desc_ = std::make_shared(name, type); } NodeBuilder &AddInputDesc(std::initializer_list shape, ge::Format format = FORMAT_NCHW, ge::DataType data_type = DT_FLOAT) { op_desc_->AddInputDesc(CreateTensorDesc(shape, format, data_type)->Clone()); return *this; } NodeBuilder &AddOutputDesc(std::initializer_list shape, ge::Format format = FORMAT_NCHW, ge::DataType data_type = DT_FLOAT) { op_desc_->AddOutputDesc(CreateTensorDesc(shape, format, data_type)->Clone()); return *this; } ge::NodePtr Build(const ge::ComputeGraphPtr &graph) { return graph->AddNode(op_desc_); } private: ge::GeTensorDescPtr CreateTensorDesc(std::initializer_list shape, ge::Format format = FORMAT_NCHW, ge::DataType data_type = DT_FLOAT) { GeShape ge_shape{std::vector(shape)}; ge::GeTensorDescPtr tensor_desc = std::make_shared(); tensor_desc->SetShape(ge_shape); tensor_desc->SetFormat(format); tensor_desc->SetDataType(data_type); return tensor_desc; } ge::OpDescPtr op_desc_; }; /// variable -- const /// \ / /// \ / /// assign /// | /// | /// variable_ref TEST_F(UtestGraphPassesVariableRefDeletePass, variable_ref_delete_pass_succ1) { ge::ComputeGraphPtr graph = std::make_shared("test"); ge::NodePtr variable_node = NodeBuilder("variable", VARIABLE) .AddInputDesc({2, 16, 2, 2}, FORMAT_NHWC, DT_FLOAT) .AddOutputDesc({2, 16, 2, 2}, FORMAT_NHWC, DT_FLOAT) .Build(graph); ge::NodePtr const_node = NodeBuilder("const", CONSTANT) .AddInputDesc({2, 16, 2, 2}, FORMAT_NHWC, DT_FLOAT) .AddOutputDesc({2, 16, 2, 2}, FORMAT_NHWC, DT_FLOAT) .Build(graph); ge::NodePtr apply_assign_node = NodeBuilder("assign", ASSIGN) .AddInputDesc({2, 16, 2, 2}, FORMAT_NHWC, DT_FLOAT) .AddOutputDesc({2, 16, 2, 2}, FORMAT_NHWC, DT_FLOAT) .Build(graph); ge::NodePtr variable_ref_node = NodeBuilder("variable_ref", VARIABLE) .AddInputDesc({2, 16, 2, 2}, FORMAT_NHWC, DT_FLOAT) .AddOutputDesc({2, 16, 2, 2}, FORMAT_NHWC, DT_FLOAT) .Build(graph); std::string ref_var_src_var_name = "variable"; ge::AttrUtils::SetStr(variable_ref_node->GetOpDesc(), REF_VAR_SRC_VAR_NAME, ref_var_src_var_name); ge::GraphUtils::AddEdge(variable_node->GetOutDataAnchor(0), apply_assign_node->GetInDataAnchor(0)); ge::GraphUtils::AddEdge(const_node->GetOutDataAnchor(0), apply_assign_node->GetInDataAnchor(1)); ge::GraphUtils::AddEdge(apply_assign_node->GetOutDataAnchor(0), variable_ref_node->GetInDataAnchor(0)); ge::VariableRefDeleteOpPass pass_; ge::Status status = pass_.Run(graph); EXPECT_EQ(apply_assign_node->GetOutDataNodes().size(), 0); EXPECT_EQ(SUCCESS, status); } /// variable -- const /// \ / /// \ / /// assign /// | /// | /// variable_ref TEST_F(UtestGraphPassesVariableRefDeletePass, variable_ref_delete_pass_fail1) { ge::ComputeGraphPtr graph = std::make_shared("test"); ge::NodePtr variable_node = NodeBuilder("variable", VARIABLE) .AddInputDesc({2, 16, 2, 2}, FORMAT_NHWC, DT_FLOAT) .AddOutputDesc({2, 16, 2, 2}, FORMAT_NHWC, DT_FLOAT) .Build(graph); ge::NodePtr const_node = NodeBuilder("const", CONSTANT) .AddInputDesc({2, 16, 2, 2}, FORMAT_NHWC, DT_FLOAT) .AddOutputDesc({2, 16, 2, 2}, FORMAT_NHWC, DT_FLOAT) .Build(graph); ge::NodePtr apply_assign_node = NodeBuilder("assign", ASSIGN) .AddInputDesc({2, 16, 2, 2}, FORMAT_NHWC, DT_FLOAT) .AddOutputDesc({2, 16, 2, 2}, FORMAT_NHWC, DT_FLOAT) .Build(graph); ge::NodePtr variable_ref_node = NodeBuilder("variable_ref", VARIABLE) .AddInputDesc({2, 16, 2, 2}, FORMAT_NHWC, DT_FLOAT) .AddOutputDesc({2, 16, 2, 2}, FORMAT_NHWC, DT_FLOAT) .Build(graph); std::string ref_var_src_var_name = "wrong_variable"; ge::AttrUtils::SetStr(variable_ref_node->GetOpDesc(), REF_VAR_SRC_VAR_NAME, ref_var_src_var_name); ge::GraphUtils::AddEdge(variable_node->GetOutDataAnchor(0), apply_assign_node->GetInDataAnchor(0)); ge::GraphUtils::AddEdge(const_node->GetOutDataAnchor(0), apply_assign_node->GetInDataAnchor(1)); ge::GraphUtils::AddEdge(apply_assign_node->GetOutDataAnchor(0), variable_ref_node->GetInDataAnchor(0)); ge::VariableRefDeleteOpPass pass_; ge::Status status = pass_.Run(graph); EXPECT_EQ(FAILED, status); } /// assign /// | /// | /// variable_ref TEST_F(UtestGraphPassesVariableRefDeletePass, variable_ref_delete_pass_fail2) { ge::ComputeGraphPtr graph = std::make_shared("test"); ge::NodePtr apply_assign_node = NodeBuilder("assign", ASSIGN) .AddInputDesc({2, 16, 2, 2}, FORMAT_NHWC, DT_FLOAT) .AddOutputDesc({2, 16, 2, 2}, FORMAT_NHWC, DT_FLOAT) .Build(graph); ge::NodePtr variable_ref_node = NodeBuilder("variable_ref", VARIABLE) .AddInputDesc({2, 16, 2, 2}, FORMAT_NHWC, DT_FLOAT) .AddOutputDesc({2, 16, 2, 2}, FORMAT_NHWC, DT_FLOAT) .Build(graph); std::string ref_var_src_var_name = "variable"; ge::AttrUtils::SetStr(variable_ref_node->GetOpDesc(), REF_VAR_SRC_VAR_NAME, ref_var_src_var_name); ge::GraphUtils::AddEdge(apply_assign_node->GetOutDataAnchor(0), variable_ref_node->GetInDataAnchor(0)); ge::VariableRefDeleteOpPass pass_; ge::Status status = pass_.Run(graph); EXPECT_EQ(FAILED, status); }