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author | Sadik Armagan <sadik.armagan@arm.com> | 2020-03-24 09:54:36 +0000 |
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committer | Sadik Armagan <sadik.armagan@arm.com> | 2020-03-24 14:28:53 +0000 |
commit | ac47210621a601a2b6ded78e003d136626434f50 (patch) | |
tree | 7bb4940dd25ac2dac85c97227b82d567bd2a4d87 /src/backends/backendsCommon/test/layerTests | |
parent | 957b844f130066f00c8adbafae36cec2ab3e9548 (diff) | |
download | armnn-ac47210621a601a2b6ded78e003d136626434f50.tar.gz |
IVGCVSW-3813 Add Unary Elementwise Operation 'NEG' support to the android-nn-driver
* Implemented ClNegWorkload
* Implemented NeonNegWorkload
* Enabled 'NEG' operator on CL and Neon as well as Ref
* Implemented unit tests for 'NEG' operator
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
Change-Id: I3d7a892692716636cae6bdf8ddd238e3d1ea064f
Diffstat (limited to 'src/backends/backendsCommon/test/layerTests')
-rw-r--r-- | src/backends/backendsCommon/test/layerTests/NegTestImpl.cpp | 174 | ||||
-rw-r--r-- | src/backends/backendsCommon/test/layerTests/NegTestImpl.hpp | 33 |
2 files changed, 207 insertions, 0 deletions
diff --git a/src/backends/backendsCommon/test/layerTests/NegTestImpl.cpp b/src/backends/backendsCommon/test/layerTests/NegTestImpl.cpp new file mode 100644 index 0000000000..aace926dcb --- /dev/null +++ b/src/backends/backendsCommon/test/layerTests/NegTestImpl.cpp @@ -0,0 +1,174 @@ +// +// Copyright © 2020 Arm Ltd. All rights reserved. +// SPDX-License-Identifier: MIT +// + +#include "NegTestImpl.hpp" +#include "ElementwiseUnaryTestImpl.hpp" + + +template<armnn::DataType ArmnnType, typename T> +LayerTestResult<T, 2> Neg2dTest( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) +{ + const unsigned int inputShape[] = { 2, 2 }; + + std::vector<float> inputValues + { + 1.f, 1.f, + 2.f, 25.f + }; + + std::vector<float> expectedOutputValues + { + -1.f, -1.f, + -2.f, -25.f + }; + + return ElementwiseUnaryTestHelper<2, ArmnnType>( + workloadFactory, + memoryManager, + armnn::UnaryOperation::Neg, + inputShape, + inputValues, + inputShape, + expectedOutputValues); +} + +template<armnn::DataType ArmnnType, typename T> +LayerTestResult<T, 3> Neg3dTest( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) +{ + const unsigned int inputShape[] = { 3, 1, 2 }; + + std::vector<float> inputValues + { + 1.f, 0.f, 3.f, + 25.f, 64.f, 100.f + }; + + std::vector<float> expectedOutputValues + { + -1.f, 0.f, -3.f, + -25.f, -64.f, -100.f + }; + + return ElementwiseUnaryTestHelper<3, ArmnnType>( + workloadFactory, + memoryManager, + armnn::UnaryOperation::Neg, + inputShape, + inputValues, + inputShape, + expectedOutputValues); +} + +template<armnn::DataType ArmnnType, typename T> +LayerTestResult<T, 2> NegZeroTest( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) +{ + 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::Neg, + inputShape, + inputValues, + inputShape, + expectedOutputValues); +} + +template<armnn::DataType ArmnnType, typename T> +LayerTestResult<T, 2> NegNegativeTest( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) +{ + const unsigned int inputShape[] = { 1, 2 }; + + std::vector<float> inputValues + { + -25.f, -16.f + }; + + std::vector<float> expectedOutputValues + { + 25.f, 16.f + }; + + return ElementwiseUnaryTestHelper<2, ArmnnType>( + workloadFactory, + memoryManager, + armnn::UnaryOperation::Neg, + inputShape, + inputValues, + inputShape, + expectedOutputValues); +} + +// +// Explicit template specializations +// + +template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 2> +Neg2dTest<armnn::DataType::Float32>( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); + +template LayerTestResult<armnn::ResolveType<armnn::DataType::Float16>, 2> +Neg2dTest<armnn::DataType::Float16>( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); + +template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmU8>, 2> +Neg2dTest<armnn::DataType::QAsymmU8>( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); + +template LayerTestResult<armnn::ResolveType<armnn::DataType::QSymmS16>, 2> +Neg2dTest<armnn::DataType::QSymmS16>( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); + +template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 3> +Neg3dTest<armnn::DataType::Float32>( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); + +template LayerTestResult<armnn::ResolveType<armnn::DataType::Float16>, 3> +Neg3dTest<armnn::DataType::Float16>( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); + +template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmU8>, 3> +Neg3dTest<armnn::DataType::QAsymmU8>( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); + +template LayerTestResult<armnn::ResolveType<armnn::DataType::QSymmS16>, 3> +Neg3dTest<armnn::DataType::QSymmS16>( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); + +template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 2> +NegZeroTest<armnn::DataType::Float32>( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); + +template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 2> +NegNegativeTest<armnn::DataType::Float32>( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
\ No newline at end of file diff --git a/src/backends/backendsCommon/test/layerTests/NegTestImpl.hpp b/src/backends/backendsCommon/test/layerTests/NegTestImpl.hpp new file mode 100644 index 0000000000..6ceacdebcf --- /dev/null +++ b/src/backends/backendsCommon/test/layerTests/NegTestImpl.hpp @@ -0,0 +1,33 @@ +// +// Copyright © 2020 Arm Ltd. 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> Neg2dTest( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); + +template<armnn::DataType ArmnnType, typename T = armnn::ResolveType<ArmnnType>> +LayerTestResult<T, 3> Neg3dTest( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); + +template<armnn::DataType ArmnnType, typename T = armnn::ResolveType<ArmnnType>> +LayerTestResult<T, 2> NegZeroTest( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); + +template<armnn::DataType ArmnnType, typename T = armnn::ResolveType<ArmnnType>> +LayerTestResult<T, 2> NegNegativeTest( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |