/** * 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 #define private public #define protected public #include "graph/partition/dynamic_shape_partition.h" #include "compute_graph.h" #include "inc/framework/common/types.h" #include "utils/graph_utils.h" #include "graph/debug/ge_attr_define.h" namespace ge { namespace { GeTensorDescPtr CreateTensorDesc(std::initializer_list shape, Format format = FORMAT_NCHW, DataType data_type = DT_FLOAT) { GeShape ge_shape{vector(shape)}; GeTensorDescPtr tensor_desc = std::make_shared(); tensor_desc->SetShape(ge_shape); tensor_desc->SetFormat(format); tensor_desc->SetDataType(data_type); return tensor_desc; } 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 = {1, 1, 224, 224}, Format format = FORMAT_NCHW, DataType data_type = DT_FLOAT) { op_desc_->AddInputDesc(CreateTensorDesc(shape, format, data_type)->Clone()); return *this; } NodeBuilder &AddOutputDesc(std::initializer_list shape = {1, 1, 224, 224}, Format format = FORMAT_NCHW, DataType data_type = DT_FLOAT) { op_desc_->AddOutputDesc(CreateTensorDesc(shape, format, data_type)->Clone()); return *this; } NodeBuilder &AddOutputDesc(GeTensorDescPtr tensor_desc) { op_desc_->AddOutputDesc(tensor_desc->Clone()); return *this; } NodePtr Build(const ComputeGraphPtr &graph) { NodePtr node = graph->AddNode(op_desc_); return node; } private: OpDescPtr op_desc_; }; } // namespace class UtestDynamicShapePartition : public testing::Test { protected: void SetUp() {} void TearDown() {} }; TEST_F(UtestDynamicShapePartition, single_op_scene_success) { ComputeGraphPtr graph = std::make_shared("default"); NodePtr node1 = NodeBuilder("node1", CONSTANTOP).AddInputDesc({1, 1, 224, 224}).AddOutputDesc({1, 1, 224, 224}).Build(graph); NodePtr add_n_node = NodeBuilder("add_n_node", ADDN).AddInputDesc({1, 1, 224, 224}).AddOutputDesc({1, 1, 224, 224}).Build(graph); NodePtr node2 = NodeBuilder("node2", RELU).AddInputDesc({1, 1, 224, 224}).AddOutputDesc({1, 1, 224, 224}).Build(graph); GraphUtils::AddEdge(node1->GetOutDataAnchor(0), add_n_node->GetInDataAnchor(0)); GraphUtils::AddEdge(add_n_node->GetOutDataAnchor(0), node2->GetInDataAnchor(0)); (void)AttrUtils::SetBool(add_n_node->GetOpDesc(), ATTR_SINGLE_OP_SCENE, true); DynamicShapePartitioner partitioner(graph); EXPECT_EQ(partitioner.Partition(), SUCCESS); } TEST_F(UtestDynamicShapePartition, merge_control_flow_group) { ComputeGraphPtr graph = std::make_shared("default"); AttrUtils::SetStr(*graph, ATTR_NAME_SESSION_GRAPH_ID, "session_graph_id"); NodePtr data1 = NodeBuilder("data1", DATA).AddInputDesc({1}).AddOutputDesc({1}).Build(graph); NodePtr data2 = NodeBuilder("data2", DATA).AddInputDesc({1}).AddOutputDesc({1}).Build(graph); NodePtr merge = NodeBuilder("node2", MERGE).AddInputDesc({1}).AddInputDesc({1}) .AddOutputDesc({1}).AddOutputDesc({}).Build(graph); GraphUtils::AddEdge(data1->GetOutDataAnchor(0), merge->GetInDataAnchor(0)); GraphUtils::AddEdge(data2->GetOutDataAnchor(0), merge->GetInDataAnchor(1)); (void)AttrUtils::SetBool(data1->GetOpDesc(), ATTR_NAME_FORCE_UNKNOWN_SHAPE, true); (void)AttrUtils::SetInt(data1->GetOpDesc(), ATTR_NAME_CONTROL_FLOW_GROUP, 3); (void)AttrUtils::SetBool(data2->GetOpDesc(), ATTR_NAME_FORCE_UNKNOWN_SHAPE, true); (void)AttrUtils::SetInt(data2->GetOpDesc(), ATTR_NAME_CONTROL_FLOW_GROUP, 3); (void)AttrUtils::SetBool(merge->GetOpDesc(), ATTR_NAME_FORCE_UNKNOWN_SHAPE, true); (void)AttrUtils::SetInt(merge->GetOpDesc(), ATTR_NAME_CONTROL_FLOW_GROUP, 3); EXPECT_EQ(graph->sub_graph_.size(), 0); DynamicShapePartitioner partitioner(graph); EXPECT_EQ(partitioner.Partition(), SUCCESS); EXPECT_EQ(graph->sub_graph_.size(), 1); } } // namespace ge