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Diffstat (limited to 'src/armnnTfLiteParser/test/Activations.cpp')
-rw-r--r-- | src/armnnTfLiteParser/test/Activations.cpp | 87 |
1 files changed, 87 insertions, 0 deletions
diff --git a/src/armnnTfLiteParser/test/Activations.cpp b/src/armnnTfLiteParser/test/Activations.cpp new file mode 100644 index 0000000000..a30d46408c --- /dev/null +++ b/src/armnnTfLiteParser/test/Activations.cpp @@ -0,0 +1,87 @@ +// +// Copyright © 2017 Arm Ltd. All rights reserved. +// SPDX-License-Identifier: MIT +// + +#include <boost/test/unit_test.hpp> +#include "ParserFlatbuffersFixture.hpp" +#include "../TfLiteParser.hpp" + +BOOST_AUTO_TEST_SUITE(TensorflowLiteParser) + +struct ActivationFixture : ParserFlatbuffersFixture +{ + + explicit ActivationFixture(std::string activationFunction, std::string dataType) + { + m_JsonString = R"( + { + "version": 3, + "operator_codes": [ { "builtin_code": )" + activationFunction + R"( } ], + "subgraphs": [ { + "tensors": [ + { + "shape": [ 1, 7 ], + "type": )" + dataType + R"(, + "buffer": 0, + "name": "inputTensor", + "quantization": { + "min": [ 0.0 ], + "max": [ 255.0 ], + "scale": [ 1.0 ], + "zero_point": [ 0 ], + } + }, + { + "shape": [ 1, 7 ], + "type": )" + dataType + R"(, + "buffer": 1, + "name": "outputTensor", + "quantization": { + "min": [ 0.0 ], + "max": [ 255.0 ], + "scale": [ 1.0 ], + "zero_point": [ 0 ], + } + } + ], + "inputs": [ 0 ], + "outputs": [ 1 ], + "operators": [ + { + "opcode_index": 0, + "inputs": [ 0 ], + "outputs": [ 1 ], + "custom_options_format": "FLEXBUFFERS" + } + ], + } ], + "buffers" : [ {}, {} ] + } + )"; + SetupSingleInputSingleOutput("inputTensor", "outputTensor"); + } + +}; + +struct ReLuFixture : ActivationFixture +{ + ReLuFixture() : ActivationFixture("RELU", "FLOAT32") {} +}; +BOOST_FIXTURE_TEST_CASE(ParseReLu, ReLuFixture) +{ + RunTest<2, float>(0, { -1.0f, -0.5f, 1.25f, -3.0f, 0.0f, 0.5f, -0.75f }, + { 0.0f, 0.0f, 1.25f, 0.0f, 0.0f, 0.5f, 0.0f }); +} + +struct ReLu6Fixture : ActivationFixture +{ + ReLu6Fixture() : ActivationFixture("RELU6", "FLOAT32") {} +}; +BOOST_FIXTURE_TEST_CASE(ParseReLu6, ReLu6Fixture) +{ + RunTest<2, float>(0, { -1.0f, -0.5f, 7.25f, -3.0f, 0.0f, 0.5f, -0.75f }, + { 0.0f, 0.0f, 6.0f, 0.0f, 0.0f, 0.5f, 0.0f }); +} + +BOOST_AUTO_TEST_SUITE_END() |