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Diffstat (limited to 'src/backends/backendsCommon/test/layerTests')
4 files changed, 484 insertions, 0 deletions
diff --git a/src/backends/backendsCommon/test/layerTests/LogTestImpl.cpp b/src/backends/backendsCommon/test/layerTests/LogTestImpl.cpp new file mode 100644 index 0000000000..eb73ddfaea --- /dev/null +++ b/src/backends/backendsCommon/test/layerTests/LogTestImpl.cpp @@ -0,0 +1,205 @@ +// +// Copyright © 2021 Arm Ltd and Contributors. All rights reserved. +// SPDX-License-Identifier: MIT +// + +#include "LogTestImpl.hpp" +#include "ElementwiseUnaryTestImpl.hpp" + +template<armnn::DataType ArmnnType, typename T> +LayerTestResult<T, 2> Log2dTest( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, + const armnn::ITensorHandleFactory& tensorHandleFactory) +{ + const unsigned int inputShape[] = { 2, 2 }; + + std::vector<float> inputValues + { + 3.0f, 2.7182818284f, + 1.0f, 1.1f + }; + + std::vector<float> expectedOutputValues + { + 1.09861228867f, 0.99999999997f, + 0.0f, 0.0953101798f + }; + + return ElementwiseUnaryTestHelper<2, ArmnnType>( + workloadFactory, + memoryManager, + armnn::UnaryOperation::Log, + inputShape, + inputValues, + inputShape, + expectedOutputValues, + tensorHandleFactory); +} + +template<armnn::DataType ArmnnType, typename T> +LayerTestResult<T, 3> Log3dTest( + 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, 2.7182818284f, + 1.0f, 1.1f + }; + + std::vector<float> expectedOutputValues + { + 1.60943791243f, 1.38629436112f, + 1.09861228867f, 0.99999999997f, + 0.0f, 0.0953101798f + }; + + return ElementwiseUnaryTestHelper<3, ArmnnType>( + workloadFactory, + memoryManager, + armnn::UnaryOperation::Log, + inputShape, + inputValues, + inputShape, + expectedOutputValues, + tensorHandleFactory); +} + +template<armnn::DataType ArmnnType, typename T> +LayerTestResult<T, 2> LogZeroTest( + 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 + { + -std::numeric_limits<float>::infinity(), -std::numeric_limits<float>::infinity() + }; + + return ElementwiseUnaryTestHelper<2, ArmnnType>( + workloadFactory, + memoryManager, + armnn::UnaryOperation::Log, + inputShape, + inputValues, + inputShape, + expectedOutputValues, + tensorHandleFactory); +} + +template<armnn::DataType ArmnnType, typename T> +LayerTestResult<T, 2> LogNegativeTest( + 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 + { + -std::numeric_limits<float>::quiet_NaN(), -std::numeric_limits<float>::quiet_NaN() + }; + + return ElementwiseUnaryTestHelper<2, ArmnnType>( + workloadFactory, + memoryManager, + armnn::UnaryOperation::Log, + inputShape, + inputValues, + inputShape, + expectedOutputValues, + tensorHandleFactory); +} + +// +// Loglicit template specializations +// + +template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 2> +Log2dTest<armnn::DataType::Float32>( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, + const armnn::ITensorHandleFactory& tensorHandleFactory); + +template LayerTestResult<armnn::ResolveType<armnn::DataType::Float16>, 2> +Log2dTest<armnn::DataType::Float16>( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, + const armnn::ITensorHandleFactory& tensorHandleFactory); + +template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmS8>, 2> +Log2dTest<armnn::DataType::QAsymmS8>( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, + const armnn::ITensorHandleFactory& tensorHandleFactory); + +template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmU8>, 2> +Log2dTest<armnn::DataType::QAsymmU8>( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, + const armnn::ITensorHandleFactory& tensorHandleFactory); + +template LayerTestResult<armnn::ResolveType<armnn::DataType::QSymmS16>, 2> +Log2dTest<armnn::DataType::QSymmS16>( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, + const armnn::ITensorHandleFactory& tensorHandleFactory); + +template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 3> +Log3dTest<armnn::DataType::Float32>( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, + const armnn::ITensorHandleFactory& tensorHandleFactory); + +template LayerTestResult<armnn::ResolveType<armnn::DataType::Float16>, 3> +Log3dTest<armnn::DataType::Float16>( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, + const armnn::ITensorHandleFactory& tensorHandleFactory); + +template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmS8>, 3> +Log3dTest<armnn::DataType::QAsymmS8>( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, + const armnn::ITensorHandleFactory& tensorHandleFactory); + +template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmU8>, 3> +Log3dTest<armnn::DataType::QAsymmU8>( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, + const armnn::ITensorHandleFactory& tensorHandleFactory); + +template LayerTestResult<armnn::ResolveType<armnn::DataType::QSymmS16>, 3> +Log3dTest<armnn::DataType::QSymmS16>( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, + const armnn::ITensorHandleFactory& tensorHandleFactory); + +template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 2> +LogZeroTest<armnn::DataType::Float32>( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, + const armnn::ITensorHandleFactory& tensorHandleFactory); + +template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 2> +LogNegativeTest<armnn::DataType::Float32>( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, + const armnn::ITensorHandleFactory& tensorHandleFactory);
\ No newline at end of file diff --git a/src/backends/backendsCommon/test/layerTests/LogTestImpl.hpp b/src/backends/backendsCommon/test/layerTests/LogTestImpl.hpp new file mode 100644 index 0000000000..e7e14b89d1 --- /dev/null +++ b/src/backends/backendsCommon/test/layerTests/LogTestImpl.hpp @@ -0,0 +1,37 @@ +// +// Copyright © 2021 Arm Ltd and Contributors. All rights reserved. +// SPDX-License-Identifier: MIT +// + +#pragma once + +#include "LayerTestResult.hpp" + +#include <ResolveType.hpp> + +#include <armnn/backends/IBackendInternal.hpp> +#include <backendsCommon/WorkloadFactory.hpp> + +template<armnn::DataType ArmnnType, typename T = armnn::ResolveType<ArmnnType>> +LayerTestResult<T, 2> Log2dTest( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, + const armnn::ITensorHandleFactory& tensorHandleFactory); + +template<armnn::DataType ArmnnType, typename T = armnn::ResolveType<ArmnnType>> +LayerTestResult<T, 3> Log3dTest( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, + const armnn::ITensorHandleFactory& tensorHandleFactory); + +template<armnn::DataType ArmnnType, typename T = armnn::ResolveType<ArmnnType>> +LayerTestResult<T, 2> LogZeroTest( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, + const armnn::ITensorHandleFactory& tensorHandleFactory); + +template<armnn::DataType ArmnnType, typename T = armnn::ResolveType<ArmnnType>> +LayerTestResult<T, 2> LogNegativeTest( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, + const armnn::ITensorHandleFactory& tensorHandleFactory); 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);
\ No newline at end of file diff --git a/src/backends/backendsCommon/test/layerTests/SinTestImpl.hpp b/src/backends/backendsCommon/test/layerTests/SinTestImpl.hpp new file mode 100644 index 0000000000..b04d75a255 --- /dev/null +++ b/src/backends/backendsCommon/test/layerTests/SinTestImpl.hpp @@ -0,0 +1,37 @@ +// +// Copyright © 2021 Arm Ltd and Contributors. All rights reserved. +// SPDX-License-Identifier: MIT +// + +#pragma once + +#include "LayerTestResult.hpp" + +#include <ResolveType.hpp> + +#include <armnn/backends/IBackendInternal.hpp> +#include <backendsCommon/WorkloadFactory.hpp> + +template<armnn::DataType ArmnnType, typename T = armnn::ResolveType<ArmnnType>> +LayerTestResult<T, 2> Sin2dTest( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, + const armnn::ITensorHandleFactory& tensorHandleFactory); + +template<armnn::DataType ArmnnType, typename T = armnn::ResolveType<ArmnnType>> +LayerTestResult<T, 3> Sin3dTest( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, + const armnn::ITensorHandleFactory& tensorHandleFactory); + +template<armnn::DataType ArmnnType, typename T = armnn::ResolveType<ArmnnType>> +LayerTestResult<T, 2> SinZeroTest( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, + const armnn::ITensorHandleFactory& tensorHandleFactory); + +template<armnn::DataType ArmnnType, typename T = armnn::ResolveType<ArmnnType>> +LayerTestResult<T, 2> SinNegativeTest( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, + const armnn::ITensorHandleFactory& tensorHandleFactory); |