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/*
* Copyright (c) 2019 Samsung Electronics Co., Ltd. All Rights Reserved
*
* 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 "moco/Import/Nodes/Squeeze.h"
#include "TestHelper.h"
#include <gtest/gtest.h>
using namespace moco::test;
namespace
{
// clang-format off
const char *squeeze_all_pbtxtdata = STRING_CONTENT(
name: "Squeeze"
op: "Squeeze"
input: "Placeholder"
attr {
key: "T"
value { type: DT_FLOAT }
}
);
// clang-format on
} // namespace
TEST(TensorFlowImport, squeeze_all)
{
TFNodeBuildTester tester;
moco::SqueezeGraphBuilder graphbuilder;
tensorflow::NodeDef nodedef;
EXPECT_TRUE(plier::tf::parse_nodedef(squeeze_all_pbtxtdata, nodedef));
// what to test:
// - there should exist TFSqueeze
// - input node should not be null
// - squeeze_dims attribute is set same as pbtxt
tester.inputs({"Placeholder"});
tester.output("Squeeze");
tester.run(nodedef, graphbuilder);
auto test_node = dynamic_cast<moco::TFSqueeze *>(tester.output());
ASSERT_NE(test_node, nullptr);
ASSERT_EQ(test_node->squeeze_dims().size(), 0);
}
namespace
{
// clang-format off
const char *squeeze_some_pbtxtdata = STRING_CONTENT(
name: "Squeeze"
op: "Squeeze"
input: "Placeholder"
attr {
key: "T"
value { type: DT_FLOAT }
}
attr {
key: "squeeze_dims"
value {
list { i: 1 }
}
}
);
// clang-format on
} // namespace
TEST(TensorFlowImport, squeeze_some)
{
TFNodeBuildTester tester;
moco::SqueezeGraphBuilder graphbuilder;
tensorflow::NodeDef nodedef;
EXPECT_TRUE(plier::tf::parse_nodedef(squeeze_some_pbtxtdata, nodedef));
// what to test:
// - there should exist TFSqueeze
// - input node should not be null
// - squeeze_dims attribute is set same as pbtxt
tester.inputs({"Placeholder"});
tester.output("Squeeze");
tester.run(nodedef, graphbuilder);
auto test_node = dynamic_cast<moco::TFSqueeze *>(tester.output());
ASSERT_NE(test_node, nullptr);
ASSERT_EQ(test_node->squeeze_dims().size(), 1);
ASSERT_EQ(test_node->squeeze_dims().at(0), 1);
}
// TODO Add test case for negative squeeze dim
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