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Diffstat (limited to 'src/backends/backendsCommon/test/layerTests/SinTestImpl.cpp')
| -rw-r--r-- | src/backends/backendsCommon/test/layerTests/SinTestImpl.cpp | 205 |
1 files changed, 205 insertions, 0 deletions
diff --git a/src/backends/backendsCommon/test/layerTests/SinTestImpl.cpp b/src/backends/backendsCommon/test/layerTests/SinTestImpl.cpp new file mode 100644 index 0000000000..be3f6267ae --- /dev/null +++ b/src/backends/backendsCommon/test/layerTests/SinTestImpl.cpp @@ -0,0 +1,205 @@ +// +// Copyright © 2021 Arm Ltd and Contributors. All rights reserved. +// SPDX-License-Identifier: MIT +// + +#include "SinTestImpl.hpp" +#include "ElementwiseUnaryTestImpl.hpp" + +template<armnn::DataType ArmnnType, typename T> +LayerTestResult<T, 2> Sin2dTest( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, + const armnn::ITensorHandleFactory& tensorHandleFactory) +{ + const unsigned int inputShape[] = { 2, 2 }; + + std::vector<float> inputValues + { + 3.0f, 2.0f, + 1.0f, 1.1f + }; + + std::vector<float> expectedOutputValues + { + 0.14112000806f, 0.90929742682f, + 0.8414709848f, 0.89120736006f + }; + + return ElementwiseUnaryTestHelper<2, ArmnnType>( + workloadFactory, + memoryManager, + armnn::UnaryOperation::Sin, + inputShape, + inputValues, + inputShape, + expectedOutputValues, + tensorHandleFactory); +} + +template<armnn::DataType ArmnnType, typename T> +LayerTestResult<T, 3> Sin3dTest( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, + const armnn::ITensorHandleFactory& tensorHandleFactory) +{ + const unsigned int inputShape[] = { 3, 1, 2 }; + + std::vector<float> inputValues + { + 5.0f, 4.0f, + 3.0f, 2.0f, + 1.0f, 1.1f + }; + + std::vector<float> expectedOutputValues + { + -0.95892427466f, -0.7568024953f, + 0.14112000806f, 0.90929742682f, + 0.8414709848f, 0.89120736006f + }; + + return ElementwiseUnaryTestHelper<3, ArmnnType>( + workloadFactory, + memoryManager, + armnn::UnaryOperation::Sin, + inputShape, + inputValues, + inputShape, + expectedOutputValues, + tensorHandleFactory); +} + +template<armnn::DataType ArmnnType, typename T> +LayerTestResult<T, 2> SinZeroTest( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, + const armnn::ITensorHandleFactory& tensorHandleFactory) +{ + const unsigned int inputShape[] = { 1, 2 }; + + std::vector<float> inputValues + { + 0.f, 0.f + }; + + std::vector<float> expectedOutputValues + { + 0.f, 0.f + }; + + return ElementwiseUnaryTestHelper<2, ArmnnType>( + workloadFactory, + memoryManager, + armnn::UnaryOperation::Sin, + inputShape, + inputValues, + inputShape, + expectedOutputValues, + tensorHandleFactory); +} + +template<armnn::DataType ArmnnType, typename T> +LayerTestResult<T, 2> SinNegativeTest( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, + const armnn::ITensorHandleFactory& tensorHandleFactory) +{ + const unsigned int inputShape[] = { 1, 2 }; + + std::vector<float> inputValues + { + -5.9f, -5.8f + }; + + std::vector<float> expectedOutputValues + { + 0.37387666483f, 0.46460217941f, + }; + + return ElementwiseUnaryTestHelper<2, ArmnnType>( + workloadFactory, + memoryManager, + armnn::UnaryOperation::Sin, + inputShape, + inputValues, + inputShape, + expectedOutputValues, + tensorHandleFactory); +} + +// +// Sinlicit template specializations +// + +template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 2> +Sin2dTest<armnn::DataType::Float32>( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, + const armnn::ITensorHandleFactory& tensorHandleFactory); + +template LayerTestResult<armnn::ResolveType<armnn::DataType::Float16>, 2> +Sin2dTest<armnn::DataType::Float16>( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, + const armnn::ITensorHandleFactory& tensorHandleFactory); + +template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmS8>, 2> +Sin2dTest<armnn::DataType::QAsymmS8>( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, + const armnn::ITensorHandleFactory& tensorHandleFactory); + +template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmU8>, 2> +Sin2dTest<armnn::DataType::QAsymmU8>( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, + const armnn::ITensorHandleFactory& tensorHandleFactory); + +template LayerTestResult<armnn::ResolveType<armnn::DataType::QSymmS16>, 2> +Sin2dTest<armnn::DataType::QSymmS16>( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, + const armnn::ITensorHandleFactory& tensorHandleFactory); + +template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 3> +Sin3dTest<armnn::DataType::Float32>( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, + const armnn::ITensorHandleFactory& tensorHandleFactory); + +template LayerTestResult<armnn::ResolveType<armnn::DataType::Float16>, 3> +Sin3dTest<armnn::DataType::Float16>( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, + const armnn::ITensorHandleFactory& tensorHandleFactory); + +template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmS8>, 3> +Sin3dTest<armnn::DataType::QAsymmS8>( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, + const armnn::ITensorHandleFactory& tensorHandleFactory); + +template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmU8>, 3> +Sin3dTest<armnn::DataType::QAsymmU8>( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, + const armnn::ITensorHandleFactory& tensorHandleFactory); + +template LayerTestResult<armnn::ResolveType<armnn::DataType::QSymmS16>, 3> +Sin3dTest<armnn::DataType::QSymmS16>( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, + const armnn::ITensorHandleFactory& tensorHandleFactory); + +template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 2> +SinZeroTest<armnn::DataType::Float32>( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, + const armnn::ITensorHandleFactory& tensorHandleFactory); + +template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 2> +SinNegativeTest<armnn::DataType::Float32>( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, + const armnn::ITensorHandleFactory& tensorHandleFactory);
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