2 // Copyright © 2019 Arm Ltd. All rights reserved.
3 // SPDX-License-Identifier: MIT
6 #include "ParserFlatbuffersSerializeFixture.hpp"
7 #include <armnnDeserializer/IDeserializer.hpp>
11 #include <boost/test/unit_test.hpp>
13 BOOST_AUTO_TEST_SUITE(Deserializer)
15 struct InstanceNormalizationFixture : public ParserFlatbuffersSerializeFixture
17 explicit InstanceNormalizationFixture(const std::string &inputShape,
18 const std::string &outputShape,
19 const std::string &gamma,
20 const std::string &beta,
21 const std::string &epsilon,
22 const std::string &dataType,
23 const std::string &dataLayout)
31 layer_type: "InputLayer",
37 layerName: "InputLayer",
41 connection: {sourceLayerIndex:0, outputSlotIndex:0 },
46 dimensions: )" + inputShape + R"(,
47 dataType: ")" + dataType + R"(",
48 quantizationScale: 0.5,
57 layer_type: "InstanceNormalizationLayer",
61 layerName: "InstanceNormalizationLayer",
62 layerType: "InstanceNormalization",
65 connection: {sourceLayerIndex:0, outputSlotIndex:0 },
70 dimensions: )" + outputShape + R"(,
71 dataType: ")" + dataType + R"("
76 dataLayout: ")" + dataLayout + R"(",
77 gamma: ")" + gamma + R"(",
78 beta: ")" + beta + R"(",
79 eps: )" + epsilon + R"(
84 layer_type: "OutputLayer",
90 layerName: "OutputLayer",
94 connection: {sourceLayerIndex:1, outputSlotIndex:0 },
99 dimensions: )" + outputShape + R"(,
100 dataType: ")" + dataType + R"("
108 SetupSingleInputSingleOutput("InputLayer", "OutputLayer");
112 struct InstanceNormalizationFloat32Fixture : InstanceNormalizationFixture
114 InstanceNormalizationFloat32Fixture():InstanceNormalizationFixture("[ 2, 2, 2, 2 ]",
123 BOOST_FIXTURE_TEST_CASE(InstanceNormalizationFloat32, InstanceNormalizationFloat32Fixture)
125 RunTest<4, armnn::DataType::Float32>(
141 0.0000000f, -1.1470304f,
142 0.0000000f, -0.2294061f,
144 0.0000000f, -0.2294061f,
145 0.0000000f, 1.6058424f,
147 0.9999501f, -0.7337929f,
148 -0.9999501f, 0.5241377f,
150 -0.9999501f, -1.1531031f,
151 0.9999501f, 1.3627582f
155 BOOST_AUTO_TEST_SUITE_END()