// // Copyright © 2022-2023 Arm Ltd and Contributors. All rights reserved. // SPDX-License-Identifier: MIT // #include "ElementwiseUnaryTestHelper.hpp" #include #include #include #include #include #include #include namespace armnnDelegate { TEST_SUITE("ElementwiseUnary_Tests") { TEST_CASE ("Abs_Float32_Test") { // Set input data std::vector inputValues { -0.1f, -0.2f, -0.3f, 0.1f, 0.2f, 0.3f }; // Calculate output data std::vector expectedOutputValues(inputValues.size()); for (unsigned int i = 0; i < inputValues.size(); ++i) { expectedOutputValues[i] = std::abs(inputValues[i]); } ElementwiseUnaryFP32Test(tflite::BuiltinOperator_ABS, inputValues, expectedOutputValues); } TEST_CASE ("Ceil_Float32_Test") { // Only works on CpuRef std::vector backends = { armnn::Compute::CpuRef }; // Set input data std::vector inputValues { 0.0f, 1.1f, -16.1f, 0.5f, -0.5f, -1.3f }; // Set output data std::vector expectedOutputValues { 0.0f, 2.0f, -16.0f, 1.0f, 0.0f, -1.0f }; ElementwiseUnaryFP32Test(tflite::BuiltinOperator_CEIL, inputValues, expectedOutputValues, backends); } TEST_CASE ("Exp_Float32_Test") { // Set input data std::vector inputValues { 5.0f, 4.0f, 3.0f, 2.0f, 1.0f, 1.1f }; // Set output data std::vector expectedOutputValues { 148.413159102577f, 54.598150033144f, 20.085536923188f, 7.389056098931f, 2.718281828459f, 3.004166023946f }; ElementwiseUnaryFP32Test(tflite::BuiltinOperator_EXP, inputValues, expectedOutputValues); } TEST_CASE ("Log_Float32_Test") { // Set input data std::vector inputValues { 1.0f, 1.0f, 2.0f, 3.0f, 4.0f, 2.71828f }; // Set output data std::vector expectedOutputValues { 0.f, 0.f, 0.69314718056f, 1.09861228867f, 1.38629436112f, 0.99999932734f }; ElementwiseUnaryFP32Test(tflite::BuiltinOperator_LOG, inputValues, expectedOutputValues); } TEST_CASE ("Neg_Float32_Test") { // Set input data std::vector inputValues { 1.f, 0.f, 3.f, 25.f, 64.f, 100.f }; // Set output data std::vector expectedOutputValues { -1.f, 0.f, -3.f, -25.f, -64.f, -100.f }; ElementwiseUnaryFP32Test(tflite::BuiltinOperator_NEG, inputValues, expectedOutputValues); } TEST_CASE ("Rsqrt_Float32_Test") { // Set input data std::vector inputValues { 1.f, 4.f, 16.f, 25.f, 64.f, 100.f }; // Set output data std::vector expectedOutputValues { 1.f, 0.5f, 0.25f, 0.2f, 0.125f, 0.1f }; ElementwiseUnaryFP32Test(tflite::BuiltinOperator_RSQRT, inputValues, expectedOutputValues); } TEST_CASE ("Sqrt_Float32_Test") { // Only works on CpuRef. std::vector backends = { armnn::Compute::CpuRef }; // Set input data std::vector inputValues { 9.0f, 4.25f, 81.9f, 0.1f, 0.9f, 169.0f }; // Calculate output data std::vector expectedOutputValues(inputValues.size()); for (unsigned int i = 0; i < inputValues.size(); ++i) { expectedOutputValues[i] = std::sqrt(inputValues[i]); } ElementwiseUnaryFP32Test(tflite::BuiltinOperator_SQRT, inputValues, expectedOutputValues, backends); } TEST_CASE ("Sin_Float32_Test") { // Set input data std::vector inputValues { 0.0f, 1.0f, 16.0f, 0.5f, 36.0f, -1.f }; // Set output data std::vector expectedOutputValues { 0.0f, 0.8414709848f, -0.28790331666f, 0.4794255386f, -0.99177885344f, -0.8414709848f }; ElementwiseUnaryFP32Test(tflite::BuiltinOperator_SIN, inputValues, expectedOutputValues); } } // TEST_SUITE("ElementwiseUnary_Tests") } // namespace armnnDelegate