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109 lines
4.2 KiB
109 lines
4.2 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 <gtest/gtest.h>
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#define protected public
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#define private public
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#include "graph/passes/dropout_pass.h"
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#include "common/op/ge_op_utils.h"
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#include "common/types.h"
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#include "graph/anchor.h"
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#include "graph/attr_value.h"
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#include "graph/compute_graph.h"
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#include "graph/op_desc.h"
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#include "graph/utils/attr_utils.h"
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#include "graph/utils/graph_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 "inc/pass_manager.h"
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#undef protected
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#undef private
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using namespace testing;
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namespace ge {
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class UtestGraphPassesDropoutPass : public Test {
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protected:
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NodePtr AddNode(ComputeGraphPtr graph, const string &name, const string &type, int32_t in_anchors_num = 1,
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int32_t out_anchors_num = 1) {
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GeTensorDesc tensor_desc;
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OpDescPtr op_desc = make_shared<OpDesc>(name, type);
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for (int32_t i = 0; i < in_anchors_num; i++) {
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op_desc->AddInputDesc(tensor_desc);
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}
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for (int32_t i = 0; i < out_anchors_num; i++) {
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op_desc->AddOutputDesc(tensor_desc);
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}
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NodePtr node = graph->AddNode(op_desc);
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return node;
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}
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};
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TEST_F(UtestGraphPassesDropoutPass, dropout_remove_succ) {
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ComputeGraphPtr graph = std::make_shared<ComputeGraph>("test");
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NodePtr dropout_node = AddNode(graph, "dropout", DROPOUT);
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NodePtr reduce_min_node = AddNode(graph, "reduceMin", REDUCEMIN);
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NodePtr reduce_max_node = AddNode(graph, "reduceMax", REDUCEMAX);
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GraphUtils::AddEdge(reduce_max_node->GetOutDataAnchor(0), dropout_node->GetInDataAnchor(0));
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GraphUtils::AddEdge(dropout_node->GetOutDataAnchor(0), reduce_min_node->GetInDataAnchor(0));
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vector<bool> is_input_const_vec = {true};
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reduce_min_node->GetOpDesc()->SetIsInputConst(is_input_const_vec);
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DropOutPass drop_out_pass;
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Status status = drop_out_pass.Run(dropout_node);
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EXPECT_EQ(SUCCESS, status);
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is_input_const_vec = reduce_min_node->GetOpDesc()->GetIsInputConst();
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EXPECT_EQ(is_input_const_vec[0], true);
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NodePtr found_node = graph->FindNode("dropout");
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EXPECT_EQ(nullptr, found_node);
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NodePtr node = std::make_shared<Node>();
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status = drop_out_pass.Run(node);
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EXPECT_EQ(PARAM_INVALID, status);
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}
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TEST_F(UtestGraphPassesDropoutPass, dropout_remove_fail1) {
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ComputeGraphPtr graph = std::make_shared<ComputeGraph>("test");
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NodePtr dropout_node = AddNode(graph, "dropout", DROPOUT, 0, 1);
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NodePtr reduce_min_node = AddNode(graph, "reduceMin", REDUCEMIN);
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GraphUtils::AddEdge(dropout_node->GetOutDataAnchor(0), reduce_min_node->GetInDataAnchor(0));
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DropOutPass drop_out_pass;
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Status status = drop_out_pass.Run(dropout_node);
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EXPECT_EQ(FAILED, status);
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}
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TEST_F(UtestGraphPassesDropoutPass, dropout_square) {
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ComputeGraphPtr graph = std::make_shared<ComputeGraph>("test");
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NodePtr dropout_node = AddNode(graph, "dropout", DROPOUT);
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NodePtr square_node = AddNode(graph, "square", SQUARE);
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NodePtr softplus_node = AddNode(graph, "softplus", SOFTPLUS);
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NodePtr const_node = AddNode(graph, "const", CONSTANT);
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GraphUtils::AddEdge(square_node->GetOutControlAnchor(), dropout_node->GetInControlAnchor());
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GraphUtils::AddEdge(const_node->GetOutDataAnchor(0), dropout_node->GetInDataAnchor(0));
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GraphUtils::AddEdge(dropout_node->GetOutDataAnchor(0), softplus_node->GetInDataAnchor(0));
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DropOutPass drop_out_pass;
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Status status = drop_out_pass.Run(dropout_node);
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EXPECT_EQ(SUCCESS, status);
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EXPECT_EQ(square_node->GetOutControlAnchor()->GetPeerInControlAnchors().at(0), softplus_node->GetInControlAnchor());
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EXPECT_EQ(const_node->GetOutDataAnchor(0)->GetPeerInDataAnchors().at(0), softplus_node->GetInDataAnchor(0));
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}
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} // namespace ge
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