| // |
| // Copyright © 2021 Arm Ltd and Contributors. All rights reserved. |
| // SPDX-License-Identifier: MIT |
| // |
| |
| #include "NormalizationTestHelper.hpp" |
| #include "SoftmaxTestHelper.hpp" |
| |
| #include <armnn_delegate.hpp> |
| |
| #include <flatbuffers/flatbuffers.h> |
| #include <tensorflow/lite/schema/schema_generated.h> |
| |
| #include <doctest/doctest.h> |
| |
| namespace armnnDelegate |
| { |
| // There's a known Android NDK bug which causes this subset of Neon Tests to |
| // fail. We'll exclude these tests in if we're doing |
| // a debug build and NDK is less than r21. |
| // The exclusion takes place in test/CMakeLists.txt |
| // https://github.com/android/ndk/issues/1135 |
| |
| TEST_SUITE ("Softmax_CpuAccTests") |
| { |
| |
| TEST_CASE ("Softmax_Standard_Beta_CpuAcc_Test") |
| { |
| std::vector<armnn::BackendId> backends = { armnn::Compute::CpuAcc }; |
| std::vector<float> expectedOutput = {0.00994190481, 0.0445565246, 0.0734612942, 0.329230666, 0.542809606, |
| 0.710742831, 0.158588171, 0.0961885825, 0.0214625746, 0.0130177103}; |
| SoftmaxTestCase(tflite::BuiltinOperator_SOFTMAX, backends, 1, expectedOutput); |
| } |
| |
| TEST_CASE ("Softmax_Different_Beta_CpuAcc_Test") |
| { |
| std::vector<armnn::BackendId> backends = { armnn::Compute::CpuAcc }; |
| std::vector<float> expectedOutput = { |
| 0.0946234912, 0.148399189, 0.172415257, 0.270400971, 0.314161092, |
| 0.352414012, 0.224709094, 0.193408906, 0.123322964, 0.106145054}; |
| SoftmaxTestCase(tflite::BuiltinOperator_SOFTMAX, backends, 0.3, expectedOutput); |
| } |
| |
| TEST_CASE ("Log_Softmax_CpuAcc_Test") |
| { |
| std::vector<armnn::BackendId> backends = { armnn::Compute::CpuAcc }; |
| std::vector<float> expectedOutput = |
| {-4.61099672, -3.11099672, -2.61099672, -1.11099672, -0.610996664, |
| -0.341444582, -1.84144461, -2.34144449, -3.84144449, -4.34144449}; |
| SoftmaxTestCase(tflite::BuiltinOperator_LOG_SOFTMAX, backends, 0, expectedOutput); |
| } |
| } // TEST_SUITE ("Softmax_CpuAccTests") |
| |
| TEST_SUITE("L2Normalization_CpuAccTests") |
| { |
| |
| TEST_CASE ("L2NormalizationFp32Test_CpuAcc_Test") |
| { |
| std::vector<armnn::BackendId> backends = { armnn::Compute::CpuAcc }; |
| L2NormalizationTest(backends); |
| } |
| } // TEST_SUITE("L2NormalizationFp32Test_CpuAcc_Test") |
| } |