/** * 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/no_use_reshape_remove_pass.h" #include #include "common/ge_inner_error_codes.h" #include "graph/compute_graph.h" #include "graph/debug/graph_debug.h" #include "graph/manager/graph_manager.h" #include "graph/manager/graph_manager_utils.h" #include "graph/op_desc.h" #include "graph/operator_reg.h" #include "graph/utils/op_desc_utils.h" #include "graph_builder_utils.h" #include "inc/pass_manager.h" #include "opskernel_manager/ops_kernel_manager.h" using namespace std; using namespace testing; using namespace ge; class UtestGraphNoUseReshapeRemovePass : 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_; }; /// data->expanddim->reshape1->squeeze->reshape4->sinh /// / /// const void make_reshape_graph(ComputeGraphPtr &graph) { ge::NodePtr node_data = NodeBuilder("Data4D", DATA).AddOutputDesc({2, 2, 2, 2}, FORMAT_NCHW, DT_FLOAT).Build(graph); ge::NodePtr node_expanddim_1 = NodeBuilder("ExpandDim", EXPANDDIMS) .AddInputDesc({2, 2, 2, 2}, FORMAT_NCHW, DT_FLOAT) .AddOutputDesc({2, 2, 2, 2}, FORMAT_NCHW, DT_FLOAT16) .Build(graph); ge::NodePtr node_reshape_1 = NodeBuilder("Reshape_1", RESHAPE) .AddInputDesc({2, 1, 2, 2}, FORMAT_ND, DT_FLOAT) .AddOutputDesc({2, 2, 2, 2}, FORMAT_ND, DT_FLOAT16) .Build(graph); ge::NodePtr node_squeeze_1 = NodeBuilder("Squeeze", SQUEEZE) .AddInputDesc({2, 2, 2, 2}, FORMAT_NCHW, DT_FLOAT) .AddOutputDesc({2, 1, 2, 2}, FORMAT_NCHW, DT_FLOAT16) .Build(graph); ge::NodePtr node_const = NodeBuilder("const", CONSTANT).AddOutputDesc({2, 2, 2, 2}, FORMAT_NCHW, DT_FLOAT).Build(graph); ge::NodePtr node_reshape_4 = NodeBuilder("Reshape_4", RESHAPE) .AddInputDesc({2, 2, 2, 2}, FORMAT_NCHW, DT_FLOAT) .AddInputDesc({2, 2, 2, 2}, FORMAT_NCHW, DT_FLOAT) .AddOutputDesc({2, 2, 2, 2}, FORMAT_NCHW, DT_FLOAT16) .Build(graph); ge::NodePtr node_sinh_1 = NodeBuilder("sinh", SINH) .AddInputDesc({2, 2, 2, 2}, FORMAT_NCHW, DT_FLOAT) .AddOutputDesc({2, 1, 2, 2}, FORMAT_NCHW, DT_FLOAT16) .Build(graph); GraphUtils::AddEdge(node_data->GetOutDataAnchor(0), node_expanddim_1->GetInDataAnchor(0)); GraphUtils::AddEdge(node_expanddim_1->GetOutDataAnchor(0), node_reshape_1->GetInDataAnchor(0)); GraphUtils::AddEdge(node_reshape_1->GetOutDataAnchor(0), node_squeeze_1->GetInDataAnchor(0)); GraphUtils::AddEdge(node_squeeze_1->GetOutDataAnchor(0), node_reshape_4->GetInDataAnchor(0)); GraphUtils::AddEdge(node_const->GetOutDataAnchor(0), node_reshape_4->GetInDataAnchor(1)); GraphUtils::AddEdge(node_reshape_4->GetOutDataAnchor(0), node_sinh_1->GetInDataAnchor(0)); } TEST_F(UtestGraphNoUseReshapeRemovePass, node_to_be_delete_success) { ge::ComputeGraphPtr compute_graph = std::make_shared("test"); make_reshape_graph(compute_graph); // normal case NoUseReshapeRemovePass no_use_reshape_pass; ge::NodePtr reshape_node = compute_graph->FindNode("Reshape_4"); Status status = no_use_reshape_pass.Run(reshape_node); EXPECT_EQ(status, ge::SUCCESS); // not reshape node case ge::NodePtr squeeze_node = compute_graph->FindNode("Squeeze"); status = no_use_reshape_pass.Run(squeeze_node); EXPECT_EQ(status, ge::SUCCESS); // ND ge::NodePtr reshape_node2 = compute_graph->FindNode("Reshape_1"); status = no_use_reshape_pass.Run(reshape_node2); EXPECT_EQ(status, ge::SUCCESS); }