1 // 2 // Copyright © 2021, 2023 Arm Ltd and Contributors. All rights reserved. 3 // SPDX-License-Identifier: MIT 4 // 5 6 #include "NormalizationTestHelper.hpp" 7 #include "SoftmaxTestHelper.hpp" 8 9 #include <armnn_delegate.hpp> 10 11 #include <flatbuffers/flatbuffers.h> 12 #include <schema_generated.h> 13 14 #include <doctest/doctest.h> 15 16 namespace armnnDelegate 17 { 18 // There's a known Android NDK bug which causes this subset of Neon Tests to 19 // fail. We'll exclude these tests in if we're doing 20 // a debug build and NDK is less than r21. 21 // The exclusion takes place in test/CMakeLists.txt 22 // https://github.com/android/ndk/issues/1135 23 24 TEST_SUITE ("Softmax_CpuAccTests") 25 { 26 27 TEST_CASE ("Softmax_Standard_Beta_CpuAcc_Test") 28 { 29 std::vector<armnn::BackendId> backends = { armnn::Compute::CpuAcc }; 30 std::vector<float> expectedOutput = {0.00994190481, 0.0445565246, 0.0734612942, 0.329230666, 0.542809606, 31 0.710742831, 0.158588171, 0.0961885825, 0.0214625746, 0.0130177103}; 32 SoftmaxTestCase(tflite::BuiltinOperator_SOFTMAX, backends, 1, expectedOutput); 33 } 34 35 TEST_CASE ("Softmax_Different_Beta_CpuAcc_Test") 36 { 37 std::vector<armnn::BackendId> backends = { armnn::Compute::CpuAcc }; 38 std::vector<float> expectedOutput = { 39 0.0946234912, 0.148399189, 0.172415257, 0.270400971, 0.314161092, 40 0.352414012, 0.224709094, 0.193408906, 0.123322964, 0.106145054}; 41 SoftmaxTestCase(tflite::BuiltinOperator_SOFTMAX, backends, 0.3, expectedOutput); 42 } 43 44 TEST_CASE ("Log_Softmax_CpuAcc_Test") 45 { 46 std::vector<armnn::BackendId> backends = { armnn::Compute::CpuAcc }; 47 std::vector<float> expectedOutput = 48 {-4.61099672, -3.11099672, -2.61099672, -1.11099672, -0.610996664, 49 -0.341444582, -1.84144461, -2.34144449, -3.84144449, -4.34144449}; 50 SoftmaxTestCase(tflite::BuiltinOperator_LOG_SOFTMAX, backends, 0, expectedOutput); 51 } 52 } // TEST_SUITE ("Softmax_CpuAccTests") 53 54 TEST_SUITE("L2Normalization_CpuAccTests") 55 { 56 57 TEST_CASE ("L2NormalizationFp32Test_CpuAcc_Test") 58 { 59 std::vector<armnn::BackendId> backends = { armnn::Compute::CpuAcc }; 60 L2NormalizationTest(backends); 61 } 62 } // TEST_SUITE("L2NormalizationFp32Test_CpuAcc_Test") 63 }