// // Copyright © 2021 Arm Ltd and Contributors. All rights reserved. // SPDX-License-Identifier: MIT // #include "ParserFlatbuffersFixture.hpp" TEST_SUITE("TensorflowLiteParser_Gather") { 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 ]") {} }; TEST_CASE_FIXTURE(SimpleGatherFixture, "ParseGather") { 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") {} }; TEST_CASE_FIXTURE(GatherUint8Fixture, "ParseGatherUint8") { 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 }}}); } }