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author | Jim Flynn <jim.flynn@arm.com> | 2020-03-19 17:03:14 +0000 |
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committer | Jim Flynn <jim.flynn@arm.com> | 2020-03-19 17:03:14 +0000 |
commit | 0e2bab81442ee6cc2b94e4f7881ed0c5c6af65e7 (patch) | |
tree | b0af08b5a0b74149fca422151127ac6310385399 /src/backends/backendsCommon/test/layerTests/GatherTestImpl.cpp | |
parent | 8c3259fa007d43fcc5ea56fe6928526dbe79f3c0 (diff) | |
download | armnn-0e2bab81442ee6cc2b94e4f7881ed0c5c6af65e7.tar.gz |
Creating gh-pages documentation for ArmNN
Signed-off-by: Jim Flynn <jim.flynn@arm.com>
Diffstat (limited to 'src/backends/backendsCommon/test/layerTests/GatherTestImpl.cpp')
-rw-r--r-- | src/backends/backendsCommon/test/layerTests/GatherTestImpl.cpp | 387 |
1 files changed, 0 insertions, 387 deletions
diff --git a/src/backends/backendsCommon/test/layerTests/GatherTestImpl.cpp b/src/backends/backendsCommon/test/layerTests/GatherTestImpl.cpp deleted file mode 100644 index 68410559f7..0000000000 --- a/src/backends/backendsCommon/test/layerTests/GatherTestImpl.cpp +++ /dev/null @@ -1,387 +0,0 @@ -// -// Copyright © 2017 Arm Ltd. All rights reserved. -// SPDX-License-Identifier: MIT -// - -#include "GatherTestImpl.hpp" - -#include <ResolveType.hpp> - - -#include <backendsCommon/test/TensorCopyUtils.hpp> -#include <backendsCommon/test/WorkloadTestUtils.hpp> - -#include <test/TensorHelpers.hpp> - -namespace -{ - -template <armnn::DataType ArmnnType, - typename T = armnn::ResolveType<ArmnnType>, - size_t ParamsDim, - size_t IndicesDim, - size_t OutputDim> -LayerTestResult<T, OutputDim> GatherTestImpl( - armnn::IWorkloadFactory& workloadFactory, - const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, - const armnn::TensorInfo& paramsInfo, - const armnn::TensorInfo& indicesInfo, - const armnn::TensorInfo& outputInfo, - const std::vector<T>& paramsData, - const std::vector<int32_t>& indicesData, - const std::vector<T>& outputData) -{ - boost::ignore_unused(memoryManager); - auto params = MakeTensor<T, ParamsDim>(paramsInfo, paramsData); - auto indices = MakeTensor<int32_t, IndicesDim>(indicesInfo, indicesData); - - LayerTestResult<T, OutputDim> result(outputInfo); - result.outputExpected = MakeTensor<T, OutputDim>(outputInfo, outputData); - - std::unique_ptr<armnn::ITensorHandle> paramsHandle = workloadFactory.CreateTensorHandle(paramsInfo); - std::unique_ptr<armnn::ITensorHandle> indicesHandle = workloadFactory.CreateTensorHandle(indicesInfo); - std::unique_ptr<armnn::ITensorHandle> outputHandle = workloadFactory.CreateTensorHandle(outputInfo); - - armnn::GatherQueueDescriptor data; - armnn::WorkloadInfo info; - AddInputToWorkload(data, info, paramsInfo, paramsHandle.get()); - AddInputToWorkload(data, info, indicesInfo, indicesHandle.get()); - AddOutputToWorkload(data, info, outputInfo, outputHandle.get()); - - std::unique_ptr<armnn::IWorkload> workload = workloadFactory.CreateGather(data, info); - - paramsHandle->Allocate(); - indicesHandle->Allocate(); - outputHandle->Allocate(); - - CopyDataToITensorHandle(paramsHandle.get(), params.origin()); - CopyDataToITensorHandle(indicesHandle.get(), indices.origin()); - - workload->Execute(); - - CopyDataFromITensorHandle(result.output.origin(), outputHandle.get()); - - return result; -} - -template<armnn::DataType ArmnnType, typename T = armnn::ResolveType<ArmnnType>> -struct GatherTestHelper -{ - static LayerTestResult<T, 1> Gather1dParamsTestImpl( - armnn::IWorkloadFactory& workloadFactory, - const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) - { - armnn::TensorInfo paramsInfo({ 8 }, ArmnnType); - armnn::TensorInfo indicesInfo({ 4 }, armnn::DataType::Signed32); - armnn::TensorInfo outputInfo({ 4 }, ArmnnType); - - if (armnn::IsQuantizedType<T>()) - { - paramsInfo.SetQuantizationScale(1.0f); - paramsInfo.SetQuantizationOffset(1); - outputInfo.SetQuantizationScale(1.0f); - outputInfo.SetQuantizationOffset(1); - } - const std::vector<T> params = std::vector<T>({ 1, 2, 3, 4, 5, 6, 7, 8 }); - const std::vector<int32_t> indices = std::vector<int32_t>({ 0, 2, 1, 5 }); - const std::vector<T> expectedOutput = std::vector<T>({ 1, 3, 2, 6 }); - - return GatherTestImpl<ArmnnType, T, 1, 1, 1>( - workloadFactory, - memoryManager, - paramsInfo, - indicesInfo, - outputInfo, - params, - indices, - expectedOutput); - } - - static LayerTestResult<T, 2> GatherMultiDimParamsTestImpl( - armnn::IWorkloadFactory& workloadFactory, - const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) - { - armnn::TensorInfo paramsInfo({ 5, 2 }, ArmnnType); - armnn::TensorInfo indicesInfo({ 3 }, armnn::DataType::Signed32); - armnn::TensorInfo outputInfo({ 3, 2 }, ArmnnType); - - if (armnn::IsQuantizedType<T>()) - { - paramsInfo.SetQuantizationScale(1.0f); - paramsInfo.SetQuantizationOffset(1); - outputInfo.SetQuantizationScale(1.0f); - outputInfo.SetQuantizationOffset(1); - } - - const std::vector<T> params = std::vector<T>({ 1, 2, 3, 4, 5, 6, 7, 8, 9, 10 }); - const std::vector<int32_t> indices = std::vector<int32_t>({ 1, 3, 4 }); - const std::vector<T> expectedOutput = std::vector<T>({ 3, 4, 7, 8, 9, 10 }); - - return GatherTestImpl<ArmnnType, T, 2, 1, 2>( - workloadFactory, - memoryManager, - paramsInfo, - indicesInfo, - outputInfo, - params, - indices, - expectedOutput); - } - - static LayerTestResult<T, 4> GatherMultiDimParamsMultiDimIndicesTestImpl( - armnn::IWorkloadFactory& workloadFactory, - const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) - { - armnn::TensorInfo paramsInfo({ 3, 2, 3}, ArmnnType); - armnn::TensorInfo indicesInfo({ 2, 3 }, armnn::DataType::Signed32); - armnn::TensorInfo outputInfo({ 2, 3, 2, 3 }, ArmnnType); - - if (armnn::IsQuantizedType<T>()) - { - paramsInfo.SetQuantizationScale(1.0f); - paramsInfo.SetQuantizationOffset(1); - outputInfo.SetQuantizationScale(1.0f); - outputInfo.SetQuantizationOffset(1); - } - - const std::vector<T> params = - { - 1, 2, 3, - 4, 5, 6, - - 7, 8, 9, - 10, 11, 12, - - 13, 14, 15, - 16, 17, 18 - }; - - const std::vector<int32_t> indices = { 1, 2, 1, 2, 1, 0 }; - - const std::vector<T> expectedOutput = - { - 7, 8, 9, - 10, 11, 12, - 13, 14, 15, - 16, 17, 18, - 7, 8, 9, - 10, 11, 12, - - 13, 14, 15, - 16, 17, 18, - 7, 8, 9, - 10, 11, 12, - 1, 2, 3, - 4, 5, 6 - }; - - return GatherTestImpl<ArmnnType, T, 3, 2, 4>( - workloadFactory, - memoryManager, - paramsInfo, - indicesInfo, - outputInfo, - params, - indices, - expectedOutput); - } -}; - -template<typename T> -struct GatherTestHelper<armnn::DataType::Float16, T> -{ - static LayerTestResult<T, 1> Gather1dParamsTestImpl( - armnn::IWorkloadFactory& workloadFactory, - const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) - { - using namespace half_float::literal; - - armnn::TensorInfo paramsInfo({ 8 }, armnn::DataType::Float16); - armnn::TensorInfo indicesInfo({ 4 }, armnn::DataType::Signed32); - armnn::TensorInfo outputInfo({ 4 }, armnn::DataType::Float16); - - const std::vector<T> params = std::vector<T>({ 1._h, 2._h, 3._h, 4._h, 5._h, 6._h, 7._h, 8._h }); - const std::vector<int32_t> indices = std::vector<int32_t>({ 0, 2, 1, 5 }); - const std::vector<T> expectedOutput = std::vector<T>({ 1._h, 3._h, 2._h, 6._h }); - - return GatherTestImpl<armnn::DataType::Float16, T, 1, 1, 1>( - workloadFactory, - memoryManager, - paramsInfo, - indicesInfo, - outputInfo, - params, - indices, - expectedOutput); - } - - static LayerTestResult<T, 2> GatherMultiDimParamsTestImpl( - armnn::IWorkloadFactory& workloadFactory, - const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) - { - using namespace half_float::literal; - - armnn::TensorInfo paramsInfo({ 5, 2 }, armnn::DataType::Float16); - armnn::TensorInfo indicesInfo({ 3 }, armnn::DataType::Signed32); - armnn::TensorInfo outputInfo({ 3, 2 }, armnn::DataType::Float16); - - const std::vector<T> params = std::vector<T>({ 1._h, 2._h, 3._h, 4._h, 5._h, 6._h, 7._h, 8._h, 9._h, 10._h }); - - const std::vector<int32_t> indices = std::vector<int32_t>({ 1, 3, 4 }); - const std::vector<T> expectedOutput = std::vector<T>({ 3._h, 4._h, 7._h, 8._h, 9._h, 10._h }); - - return GatherTestImpl<armnn::DataType::Float16, T, 2, 1, 2>( - workloadFactory, - memoryManager, - paramsInfo, - indicesInfo, - outputInfo, - params, - indices, - expectedOutput); - } - - static LayerTestResult<T, 4> GatherMultiDimParamsMultiDimIndicesTestImpl( - armnn::IWorkloadFactory& workloadFactory, - const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) - { - using namespace half_float::literal; - - armnn::TensorInfo paramsInfo({ 3, 2, 3 }, armnn::DataType::Float16); - armnn::TensorInfo indicesInfo({ 2, 3 }, armnn::DataType::Signed32); - armnn::TensorInfo outputInfo({ 2, 3, 2, 3 }, armnn::DataType::Float16); - - const std::vector<T> params = - { - 1._h, 2._h, 3._h, - 4._h, 5._h, 6._h, - - 7._h, 8._h, 9._h, - 10._h, 11._h, 12._h, - - 13._h, 14._h, 15._h, - 16._h, 17._h, 18._h - }; - - const std::vector<int32_t> indices = { 1, 2, 1, 2, 1, 0 }; - - const std::vector<T> expectedOutput = - { - 7._h, 8._h, 9._h, - 10._h, 11._h, 12._h, - 13._h, 14._h, 15._h, - 16._h, 17._h, 18._h, - 7._h, 8._h, 9._h, - 10._h, 11._h, 12._h, - - 13._h, 14._h, 15._h, - 16._h, 17._h, 18._h, - 7._h, 8._h, 9._h, - 10._h, 11._h, 12._h, - 1._h, 2._h, 3._h, - 4._h, 5._h, 6._h - }; - - return GatherTestImpl<armnn::DataType::Float16, T, 3, 2, 4>( - workloadFactory, - memoryManager, - paramsInfo, - indicesInfo, - outputInfo, - params, - indices, - expectedOutput); - } -}; - -} // anonymous namespace - -LayerTestResult<float, 1> Gather1dParamsFloat32Test( - armnn::IWorkloadFactory& workloadFactory, - const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) -{ - return GatherTestHelper<armnn::DataType::Float32>::Gather1dParamsTestImpl(workloadFactory, memoryManager); -} - -LayerTestResult<armnn::Half, 1> Gather1dParamsFloat16Test( - armnn::IWorkloadFactory& workloadFactory, - const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) -{ - return GatherTestHelper<armnn::DataType::Float16>::Gather1dParamsTestImpl(workloadFactory, memoryManager); -} - -LayerTestResult<uint8_t, 1> Gather1dParamsUint8Test( - armnn::IWorkloadFactory& workloadFactory, - const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) -{ - return GatherTestHelper<armnn::DataType::QAsymmU8>::Gather1dParamsTestImpl(workloadFactory, memoryManager); -} - -LayerTestResult<int16_t, 1> Gather1dParamsInt16Test( - armnn::IWorkloadFactory& workloadFactory, - const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) -{ - return GatherTestHelper<armnn::DataType::QSymmS16>::Gather1dParamsTestImpl(workloadFactory, memoryManager); -} - -LayerTestResult<float, 2> GatherMultiDimParamsFloat32Test( - armnn::IWorkloadFactory& workloadFactory, - const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) -{ - return GatherTestHelper<armnn::DataType::Float32>::GatherMultiDimParamsTestImpl(workloadFactory, memoryManager); -} - -LayerTestResult<armnn::Half, 2> GatherMultiDimParamsFloat16Test( - armnn::IWorkloadFactory& workloadFactory, - const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) -{ - return GatherTestHelper<armnn::DataType::Float16>::GatherMultiDimParamsTestImpl(workloadFactory, memoryManager); -} - -LayerTestResult<uint8_t, 2> GatherMultiDimParamsUint8Test( - armnn::IWorkloadFactory& workloadFactory, - const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) -{ - return GatherTestHelper<armnn::DataType::QAsymmU8>::GatherMultiDimParamsTestImpl( - workloadFactory, memoryManager); -} - -LayerTestResult<int16_t, 2> GatherMultiDimParamsInt16Test( - armnn::IWorkloadFactory& workloadFactory, - const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) -{ - return GatherTestHelper<armnn::DataType::QSymmS16>::GatherMultiDimParamsTestImpl( - workloadFactory, memoryManager); -} - -LayerTestResult<float, 4> GatherMultiDimParamsMultiDimIndicesFloat32Test( - armnn::IWorkloadFactory& workloadFactory, - const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) -{ - return GatherTestHelper<armnn::DataType::Float32>::GatherMultiDimParamsMultiDimIndicesTestImpl( - workloadFactory, memoryManager); -} - -LayerTestResult<armnn::Half, 4> GatherMultiDimParamsMultiDimIndicesFloat16Test( - armnn::IWorkloadFactory& workloadFactory, - const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) -{ - return GatherTestHelper<armnn::DataType::Float16>::GatherMultiDimParamsMultiDimIndicesTestImpl( - workloadFactory, memoryManager); -} - -LayerTestResult<uint8_t, 4> GatherMultiDimParamsMultiDimIndicesUint8Test( - armnn::IWorkloadFactory& workloadFactory, - const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) -{ - return GatherTestHelper<armnn::DataType::QAsymmU8>::GatherMultiDimParamsMultiDimIndicesTestImpl( - workloadFactory, memoryManager); -} - -LayerTestResult<int16_t, 4> GatherMultiDimParamsMultiDimIndicesInt16Test( - armnn::IWorkloadFactory& workloadFactory, - const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) -{ - return GatherTestHelper<armnn::DataType::QSymmS16>::GatherMultiDimParamsMultiDimIndicesTestImpl( - workloadFactory, memoryManager); -} |