// // Copyright © 2021 Arm Ltd and Contributors. All rights reserved. // SPDX-License-Identifier: MIT // #include "ParserFlatbuffersFixture.hpp" TEST_SUITE("TensorflowLiteParser_ElementwiseUnary") { struct ElementWiseUnaryFixture : public ParserFlatbuffersFixture { explicit ElementWiseUnaryFixture(const std::string& operatorCode, const std::string& dataType, const std::string& inputShape, const std::string& outputShape) { m_JsonString = R"( { "version": 3, "operator_codes": [ { "builtin_code": )" + operatorCode + R"( } ], "subgraphs": [ { "tensors": [ { "shape": )" + inputShape + R"(, "type": )" + dataType + R"( , "buffer": 0, "name": "inputTensor", "quantization": { "min": [ 0.0 ], "max": [ 255.0 ], "scale": [ 1.0 ], "zero_point": [ 0 ], } }, { "shape": )" + outputShape + R"( , "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" : [ { }, { } ] } )"; Setup(); } }; struct SimpleAbsFixture : public ElementWiseUnaryFixture { SimpleAbsFixture() : ElementWiseUnaryFixture("ABS", "FLOAT32", "[ 2, 2 ]", "[ 2, 2 ]") {} }; TEST_CASE_FIXTURE(SimpleAbsFixture, "ParseAbs") { std::vector inputValues { -0.1f, 0.2f, 0.3f, -0.4f }; // Calculate output data std::vector expectedOutputValues(inputValues.size()); for (unsigned int i = 0; i < inputValues.size(); ++i) { expectedOutputValues[i] = std::abs(inputValues[i]); } RunTest<2, armnn::DataType::Float32>(0, {{ "inputTensor", { inputValues } }}, {{ "outputTensor",{ expectedOutputValues } } }); } struct SimpleExpFixture : public ElementWiseUnaryFixture { SimpleExpFixture() : ElementWiseUnaryFixture("EXP", "FLOAT32", "[ 1, 2, 3, 1 ]", "[ 1, 2, 3, 1 ]") {} }; TEST_CASE_FIXTURE(SimpleExpFixture, "ParseExp") { RunTest<4, armnn::DataType::Float32>(0, {{ "inputTensor", { 0.0f, 1.0f, 2.0f, 3.0f, 4.0f, 5.0f} }}, {{ "outputTensor",{ 1.0f, 2.718281f, 7.3890515f, 20.0855185f, 54.5980834f, 148.4129329f} } }); } struct SimpleLogicalNotFixture : public ElementWiseUnaryFixture { SimpleLogicalNotFixture() : ElementWiseUnaryFixture("LOGICAL_NOT", "BOOL", "[ 1, 1, 1, 4 ]", "[ 1, 1, 1, 4 ]") {} }; TEST_CASE_FIXTURE(SimpleLogicalNotFixture, "ParseLogicalNot") { RunTest<4, armnn::DataType::Boolean>(0, {{ "inputTensor", { 0, 1, 0, 1 } }}, {{ "outputTensor",{ 1, 0, 1, 0 } } }); } struct SimpleNegFixture : public ElementWiseUnaryFixture { SimpleNegFixture() : ElementWiseUnaryFixture("NEG", "FLOAT32", "[ 1, 2, 3, 1 ]", "[ 1, 2, 3, 1 ]") {} }; TEST_CASE_FIXTURE(SimpleNegFixture, "ParseNeg") { RunTest<4, armnn::DataType::Float32>(0, {{ "inputTensor", { 0.0f, 1.0f, -2.0f, 20.0855185f, -54.5980834f, 5.0f} }}, {{ "outputTensor",{ 0.0f, -1.0f, 2.0f, -20.0855185f, 54.5980834f, -5.0f} }}); } struct SimpleRsqrtFixture : public ElementWiseUnaryFixture { SimpleRsqrtFixture() : ElementWiseUnaryFixture("RSQRT", "FLOAT32", "[ 1, 2, 3, 1 ]", "[ 1, 2, 3, 1 ]") {} }; TEST_CASE_FIXTURE(SimpleRsqrtFixture, "ParseRsqrt") { RunTest<4, armnn::DataType::Float32>(0, {{ "inputTensor", { 1.0f, 4.0f, 16.0f, 25.0f, 64.0f, 100.0f } }}, {{ "outputTensor",{ 1.0f, 0.5f, 0.25f, 0.2f, 0.125f, 0.1f} }}); } struct SimpleSqrtFixture : public ElementWiseUnaryFixture { SimpleSqrtFixture() : ElementWiseUnaryFixture("SQRT", "FLOAT32", "[ 1, 2, 3, 1 ]", "[ 1, 2, 3, 1 ]") {} }; TEST_CASE_FIXTURE(SimpleSqrtFixture, "ParseSqrt") { RunTest<4, armnn::DataType::Float32>(0, {{ "inputTensor", { 9.0f, 4.0f, 16.0f, 25.0f, 36.0f, 49.0f } }}, {{ "outputTensor",{ 3.0f, 2.0f, 4.0f, 5.0f, 6.0f, 7.0f} }}); } }