diff options
Diffstat (limited to 'compiler/moco/import/src/Nodes/FusedBatchNorm.test.cpp')
-rw-r--r-- | compiler/moco/import/src/Nodes/FusedBatchNorm.test.cpp | 88 |
1 files changed, 88 insertions, 0 deletions
diff --git a/compiler/moco/import/src/Nodes/FusedBatchNorm.test.cpp b/compiler/moco/import/src/Nodes/FusedBatchNorm.test.cpp new file mode 100644 index 000000000..0f2e037b8 --- /dev/null +++ b/compiler/moco/import/src/Nodes/FusedBatchNorm.test.cpp @@ -0,0 +1,88 @@ +/* + * 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/FusedBatchNorm.h" +#include "TestHelper.h" + +#include <gtest/gtest.h> + +using namespace moco::test; + +namespace +{ +// clang-format off +const char *fbn_basic_pbtxt = STRING_CONTENT( + name: "FBN_01" + op: "FusedBatchNorm" + input: "input" + input: "gamma" + input: "beta" + input: "FBN_01/mean" + input: "FBN_01/variance" + attr { + key: "T" + value { + type: DT_FLOAT + } + } + attr { + key: "data_format" + value { + s: "NHWC" + } + } + attr { + key: "epsilon" + value { + f: 0.001 + } + } + attr { + key: "is_training" + value { + b: false + } + } +); +// clang-format on + +} // namespace + +TEST(TensorFlowImport, tf_fbn_basic) +{ + TFNodeBuildTester tester; + moco::FusedBatchNormGraphBuilder graphbuilder; + tensorflow::NodeDef nodedef; + + EXPECT_TRUE(plier::tf::parse_nodedef(fbn_basic_pbtxt, nodedef)); + + // what to test: + // - there should exist a TFFusedBatchNorm + // - input() should not be nullptr + // - gamma() should not be nullptr + // - beta() should not be nullptr + // - mean() should not be nullptr + // - variance() should not be nullptr + // - epsilon() value should match + + tester.inputs({"input", "gamma", "beta", "FBN_01/mean", "FBN_01/variance"}); + tester.output("FBN_01"); + tester.run(nodedef, graphbuilder); + + auto test_node = dynamic_cast<moco::TFFusedBatchNorm *>(tester.output()); + ASSERT_NE(test_node, nullptr); + ASSERT_EQ(test_node->epsilon(), 0.001f); +} |