diff options
Diffstat (limited to 'src/backends/backendsCommon/test/ActivationEndToEndTestImpl.hpp')
| -rw-r--r-- | src/backends/backendsCommon/test/ActivationEndToEndTestImpl.hpp | 31 |
1 files changed, 29 insertions, 2 deletions
diff --git a/src/backends/backendsCommon/test/ActivationEndToEndTestImpl.hpp b/src/backends/backendsCommon/test/ActivationEndToEndTestImpl.hpp index c6d49b1df6..996e7605d2 100644 --- a/src/backends/backendsCommon/test/ActivationEndToEndTestImpl.hpp +++ b/src/backends/backendsCommon/test/ActivationEndToEndTestImpl.hpp @@ -1,5 +1,5 @@ // -// Copyright © 2020-2021,2023 Arm Ltd and Contributors. All rights reserved. +// Copyright © 2020-2021,2023-2024 Arm Ltd and Contributors. All rights reserved. // SPDX-License-Identifier: MIT // #pragma once @@ -171,4 +171,31 @@ void HardSwishEndToEndTest(const std::vector<BackendId>& backends) descriptor); } -} // anonymous namespace
\ No newline at end of file +/** Executes an end to end test for Leaky Relu activation with specific input and expected-output data + * + * @tparam ArmnnType The armnn data type for the input and expected-output data + * @param backends The backends on which to run the test + */ +template<armnn::DataType ArmnnType> +void LeakyReluEndToEndTest(const std::vector<BackendId>& backends, const float qScale=1.0f, const int32_t qOffset=0) +{ + std::vector<float> floatInputData{ -2.0f, -1.0f, -0.0f, 0.0f, + 1.0f, 2.0f, 3.0f, 4.0f }; + + std::vector<float> floatExpectedOutputData{ -0.02f, -0.01f, -0.0f, 0.0f, + 1.0f, 2.0f, 3.0f, 4.0f }; + + armnn::TensorInfo inputInfo({ 2, 2, 2, 1 }, ArmnnType, qScale, qOffset, true); + armnn::TensorInfo outputInfo({ 2, 2, 2, 1 }, ArmnnType, qScale, qOffset); + + armnn::ActivationDescriptor descriptor(ActivationFunction::LeakyReLu, static_cast<float>(0.01)); + + ActivationEndToEndImpl<ArmnnType>(backends, + floatInputData, + floatExpectedOutputData, + inputInfo, + outputInfo, + descriptor); +} + +} // anonymous namespace |