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Diffstat (limited to 'src/armnnTfLiteParser/test/Gather.cpp')
-rw-r--r-- | src/armnnTfLiteParser/test/Gather.cpp | 121 |
1 files changed, 121 insertions, 0 deletions
diff --git a/src/armnnTfLiteParser/test/Gather.cpp b/src/armnnTfLiteParser/test/Gather.cpp new file mode 100644 index 0000000000..498d56d254 --- /dev/null +++ b/src/armnnTfLiteParser/test/Gather.cpp @@ -0,0 +1,121 @@ +// +// Copyright © 2021 Arm Ltd and Contributors. All rights reserved. +// SPDX-License-Identifier: MIT +// + +#include <boost/test/unit_test.hpp> +#include "ParserFlatbuffersFixture.hpp" +#include "../TfLiteParser.hpp" + +#include <string> +#include <iostream> + +BOOST_AUTO_TEST_SUITE(TensorflowLiteParser) + +struct GatherFixture : public ParserFlatbuffersFixture +{ + explicit GatherFixture(const std::string& paramsShape, + const std::string& outputShape, + const std::string& indicesShape, + const std::string& dataType = "FLOAT32", + const std::string& scale = "1.0", + const std::string& offset = "0") + { + m_JsonString = R"( + { + "version": 3, + "operator_codes": [ { "builtin_code": "GATHER" } ], + "subgraphs": [ { + "tensors": [ + { + "shape": )" + paramsShape + R"(, + "type": )" + dataType + R"(, + "buffer": 0, + "name": "inputTensor", + "quantization": { + "min": [ 0.0 ], + "max": [ 255.0 ], + "scale": [ )" + scale + R"( ], + "zero_point": [ )" + offset + R"( ], + } + }, + { + "shape": )" + indicesShape + R"( , + "type": "INT32", + "buffer": 1, + "name": "indices", + "quantization": { + "min": [ 0.0 ], + "max": [ 255.0 ], + "scale": [ 1.0 ], + "zero_point": [ 0 ], + } + }, + { + "shape": )" + outputShape + R"(, + "type": )" + dataType + R"(, + "buffer": 2, + "name": "outputTensor", + "quantization": { + "min": [ 0.0 ], + "max": [ 255.0 ], + "scale": [ )" + scale + R"( ], + "zero_point": [ )" + offset + R"( ], + } + } + ], + "inputs": [ 0, 1 ], + "outputs": [ 2 ], + "operators": [ + { + "opcode_index": 0, + "inputs": [ 0, 1 ], + "outputs": [ 2 ], + "builtin_options_type": "GatherOptions", + "builtin_options": { + "axis": 0 + }, + "custom_options_format": "FLEXBUFFERS" + } + ], + } ], + "buffers" : [ + { }, + { }, + { }, + ] + } + )"; + Setup(); + } +}; + +struct SimpleGatherFixture : public GatherFixture +{ + SimpleGatherFixture() : GatherFixture("[ 5, 2 ]", "[ 3, 2 ]", "[ 3 ]") {} +}; + +BOOST_FIXTURE_TEST_CASE(ParseGather, SimpleGatherFixture) +{ + RunTest<2, armnn::DataType::Float32, armnn::DataType::Signed32, armnn::DataType::Float32> + (0, + {{ "inputTensor", { 1, 2, 3, 4, 5, 6, 7, 8, 9, 10 }}}, + {{ "indices", { 1, 3, 4 }}}, + {{ "outputTensor", { 3, 4, 7, 8, 9, 10 }}}); +} + +struct GatherUint8Fixture : public GatherFixture +{ + GatherUint8Fixture() : GatherFixture("[ 8 ]", "[ 3 ]", "[ 3 ]", "UINT8") {} +}; + +BOOST_FIXTURE_TEST_CASE(ParseGatherUint8, GatherUint8Fixture) +{ + RunTest<1, armnn::DataType::QAsymmU8, armnn::DataType::Signed32, armnn::DataType::QAsymmU8> + (0, + {{ "inputTensor", { 1, 2, 3, 4, 5, 6, 7, 8 }}}, + {{ "indices", { 7, 6, 5 }}}, + {{ "outputTensor", { 8, 7, 6 }}}); +} + +BOOST_AUTO_TEST_SUITE_END() |