// // Copyright © 2021 Arm Ltd and Contributors. All rights reserved. // SPDX-License-Identifier: MIT // #include "ParserFlatbuffersFixture.hpp" TEST_SUITE("TensorflowLiteParser_ArgMinMax") { struct ArgMinMaxFixture : public ParserFlatbuffersFixture { explicit ArgMinMaxFixture(const std::string& operatorCode, const std::string& inputShape, const std::string& outputShape, const std::string& axisData) { m_JsonString = R"( { "version": 3, "operator_codes": [ { "builtin_code": )" + operatorCode + R"( } ], "subgraphs": [ { "tensors": [ { "shape": )" + inputShape + R"(, "type": "FLOAT32", "buffer": 0, "name": "inputTensor", "quantization": { "min": [ 0.0 ], "max": [ 255.0 ], "scale": [ 1.0 ], "zero_point": [ 0 ], } }, { "shape": )" + outputShape + R"( , "type": "INT32", "buffer": 1, "name": "outputTensor", "quantization": { "min": [ 0.0 ], "max": [ 255.0 ], "scale": [ 1.0 ], "zero_point": [ 0 ], } }, { "shape": [ 1 ], "type": "INT32", "buffer": 2, "name": "axis", "quantization": { "min": [ 0.0 ], "max": [ 255.0 ], "scale": [ 1.0 ], "zero_point": [ 0 ], } }, ], "inputs": [ 0 ], "outputs": [ 1 ], "operators": [ { "opcode_index": 0, "inputs": [ 0 , 2 ], "outputs": [ 1 ], "custom_options_format": "FLEXBUFFERS" } ], } ], "buffers" : [ { }, { }, { "data": )" + axisData + R"(, }, ] } )"; SetupSingleInputSingleOutput("inputTensor", "outputTensor"); } }; struct SimpleArgMaxFixture : public ArgMinMaxFixture { SimpleArgMaxFixture() : ArgMinMaxFixture("ARG_MAX", "[ 1, 1, 1, 5 ]", "[ 1, 1, 1 ]", "[ 3, 0, 0, 0 ]") {} }; TEST_CASE_FIXTURE(SimpleArgMaxFixture, "ParseSimpleArgMax") { RunTest<3, armnn::DataType::Float32, armnn::DataType::Signed32>( 0, {{ "inputTensor", { 6.0f, 2.0f, 8.0f, 10.0f, 9.0f } } }, {{ "outputTensor", { 3l } } }); } struct ArgMaxFixture : public ArgMinMaxFixture { ArgMaxFixture() : ArgMinMaxFixture("ARG_MAX", "[ 3, 2, 1, 4 ]", "[ 2, 1, 4 ]", "[ 0, 0, 0, 0 ]") {} }; TEST_CASE_FIXTURE(ArgMaxFixture, "ParseArgMax") { RunTest<3, armnn::DataType::Float32, armnn::DataType::Signed32>( 0, {{ "inputTensor", { 1.0f, 2.0f, 3.0f, 4.0f, 8.0f, 7.0f, 6.0f, 6.0f, 100.0f, 20.0f, 300.0f, 40.0f, 500.0f, 476.0f, 450.0f, 426.0f, 50.0f, 60.0f, 70.0f, 80.0f, 10.0f, 200.0f, 30.0f, 400.0f } } }, {{ "outputTensor", { 1, 2, 1, 2, 1, 1, 1, 1 } } }); } struct SimpleArgMinFixture : public ArgMinMaxFixture { SimpleArgMinFixture() : ArgMinMaxFixture("ARG_MIN", "[ 1, 1, 1, 5 ]", "[ 1, 1, 1 ]", "[ 3, 0, 0, 0 ]") {} }; TEST_CASE_FIXTURE(SimpleArgMinFixture, "ParseSimpleArgMin") { RunTest<3, armnn::DataType::Float32, armnn::DataType::Signed32>( 0, {{ "inputTensor", { 6.0f, 2.0f, 8.0f, 10.0f, 9.0f } } }, {{ "outputTensor", { 1l } } }); } struct ArgMinFixture : public ArgMinMaxFixture { ArgMinFixture() : ArgMinMaxFixture("ARG_MIN", "[ 3, 2, 1, 4 ]", "[ 2, 1, 4 ]", "[ 0, 0, 0, 0 ]") {} }; TEST_CASE_FIXTURE(ArgMinFixture, "ParseArgMin") { RunTest<3, armnn::DataType::Float32, armnn::DataType::Signed32>( 0, {{ "inputTensor", { 1.0f, 2.0f, 3.0f, 4.0f, 8.0f, 7.0f, 6.0f, 6.0f, 100.0f, 20.0f, 300.0f, 40.0f, 500.0f, 476.0f, 450.0f, 426.0f, 50.0f, 60.0f, 70.0f, 80.0f, 10.0f, 200.0f, 30.0f, 400.0f } } }, {{ "outputTensor", { 0, 0, 0, 0, 0, 0, 0, 0 } } }); } }