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Diffstat (limited to 'src/backends/backendsCommon/test/layerTests/RankTestImpl.cpp')
| -rw-r--r-- | src/backends/backendsCommon/test/layerTests/RankTestImpl.cpp | 262 |
1 files changed, 262 insertions, 0 deletions
diff --git a/src/backends/backendsCommon/test/layerTests/RankTestImpl.cpp b/src/backends/backendsCommon/test/layerTests/RankTestImpl.cpp new file mode 100644 index 0000000000..82de11ae21 --- /dev/null +++ b/src/backends/backendsCommon/test/layerTests/RankTestImpl.cpp @@ -0,0 +1,262 @@ +// +// Copyright © 2020 Arm Ltd and Contributors. All rights reserved. +// SPDX-License-Identifier: MIT +// + +#include "RankTestImpl.hpp" + +#include <backendsCommon/test/DataTypeUtils.hpp> +#include <backendsCommon/test/TensorCopyUtils.hpp> +#include <backendsCommon/test/WorkloadTestUtils.hpp> + +#include <test/TensorHelpers.hpp> + +template<typename T, std::size_t n> +LayerTestResult<int32_t, 1> RankTest( + armnn::TensorInfo inputTensorInfo, + boost::multi_array<T, n> input, + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) +{ + IgnoreUnused(memoryManager); + + const armnn::TensorShape outputShape{armnn::Dimensionality::Scalar}; + armnn::TensorInfo outputTensorInfo(outputShape, armnn::DataType::Signed32); + + LayerTestResult<int32_t , 1> ret(outputTensorInfo); + ret.outputExpected = MakeTensor<uint32_t, 1>(outputTensorInfo, { n }); + + std::unique_ptr<armnn::ITensorHandle> inputHandle = workloadFactory.CreateTensorHandle(inputTensorInfo); + std::unique_ptr<armnn::ITensorHandle> outputHandle = workloadFactory.CreateTensorHandle(outputTensorInfo); + + armnn::RankQueueDescriptor data; + armnn::WorkloadInfo info; + AddInputToWorkload(data, info, inputTensorInfo, inputHandle.get()); + AddOutputToWorkload(data, info, outputTensorInfo, outputHandle.get()); + + std::unique_ptr<armnn::IWorkload> workload = workloadFactory.CreateRank(data, info); + + inputHandle->Allocate(); + outputHandle->Allocate(); + + CopyDataToITensorHandle(inputHandle.get(), input.origin()); + + workload->Execute(); + + CopyDataFromITensorHandle(&ret.output[0], outputHandle.get()); + + return ret; +} + +template<armnn::DataType ArmnnType, typename T> +LayerTestResult<int32_t, 1> RankDimSize1Test( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) +{ + armnn::TensorInfo inputTensorInfo({6}, ArmnnType, 1.0f, 0); + auto input = MakeTensor<T, 1>(inputTensorInfo, ConvertToDataType<ArmnnType>( + { -37.5f, -15.2f, -8.76f, -2.0f, -1.3f, -0.5f }, + inputTensorInfo)); + + return RankTest<T, 1>(inputTensorInfo, input, workloadFactory, memoryManager); +} + +template<armnn::DataType ArmnnType, typename T> +LayerTestResult<int32_t, 1> RankDimSize2Test( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) +{ + armnn::TensorInfo inputTensorInfo({1, 3}, ArmnnType, 1.0f, 0); + auto input = MakeTensor<T, 2>(inputTensorInfo, ConvertToDataType<ArmnnType>( + { -37.5f, -15.2f, -8.76f }, + inputTensorInfo)); + + return RankTest<T, 2>(inputTensorInfo, input, workloadFactory, memoryManager); +} + +template<armnn::DataType ArmnnType, typename T> +LayerTestResult<int32_t, 1> RankDimSize3Test( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) +{ + armnn::TensorInfo inputTensorInfo({1, 3, 2}, ArmnnType, 1.0f, 0); + auto input = MakeTensor<T, 3>(inputTensorInfo, ConvertToDataType<ArmnnType>( + { -37.5f, -15.2f, -8.76f, -2.0f, -1.5f, -1.3f}, + inputTensorInfo)); + + return RankTest<T, 3>(inputTensorInfo, input, workloadFactory, memoryManager); +} + +template<armnn::DataType ArmnnType, typename T> +LayerTestResult<int32_t, 1> RankDimSize4Test( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) +{ + armnn::TensorInfo inputTensorInfo({1, 3, 2, 3}, ArmnnType, 1.0f, 0); + auto input = MakeTensor<T, 4>(inputTensorInfo, ConvertToDataType<ArmnnType>( + { -37.5f, -15.2f, -8.76f, -2.0f, -1.5f, -1.3f, -0.5f, -0.4f, 0.0f, + 1.0f, 0.4f, 0.5f, 1.3f, 1.5f, 2.0f, 8.76f, 15.2f, 37.5f }, + inputTensorInfo)); + + return RankTest<T, 4>(inputTensorInfo, input, workloadFactory, memoryManager); +} + +template LayerTestResult<int32_t, 1> +RankDimSize4Test<armnn::DataType::Float16>( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); + +template LayerTestResult<int32_t, 1> +RankDimSize4Test<armnn::DataType::Float32>( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); + +template LayerTestResult<int32_t, 1> +RankDimSize4Test<armnn::DataType::QAsymmU8>( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); + +template LayerTestResult<int32_t, 1> +RankDimSize4Test<armnn::DataType::Signed32>( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); + +template LayerTestResult<int32_t, 1> +RankDimSize4Test<armnn::DataType::QSymmS16>( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); + +template LayerTestResult<int32_t, 1> +RankDimSize4Test<armnn::DataType::QSymmS8>( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); + +template LayerTestResult<int32_t, 1> +RankDimSize4Test<armnn::DataType::QAsymmS8>( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); + +template LayerTestResult<int32_t, 1> +RankDimSize4Test<armnn::DataType::BFloat16>( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); + +template LayerTestResult<int32_t, 1> +RankDimSize3Test<armnn::DataType::Float16>( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); + +template LayerTestResult<int32_t, 1> +RankDimSize3Test<armnn::DataType::Float32>( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); + +template LayerTestResult<int32_t, 1> +RankDimSize3Test<armnn::DataType::QAsymmU8>( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); + +template LayerTestResult<int32_t, 1> +RankDimSize3Test<armnn::DataType::Signed32>( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); + +template LayerTestResult<int32_t, 1> +RankDimSize3Test<armnn::DataType::QSymmS16>( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); + +template LayerTestResult<int32_t, 1> +RankDimSize3Test<armnn::DataType::QSymmS8>( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); + +template LayerTestResult<int32_t, 1> +RankDimSize3Test<armnn::DataType::QAsymmS8>( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); + +template LayerTestResult<int32_t, 1> +RankDimSize3Test<armnn::DataType::BFloat16>( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); + +template LayerTestResult<int32_t, 1> +RankDimSize2Test<armnn::DataType::Float16>( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); + +template LayerTestResult<int32_t, 1> +RankDimSize2Test<armnn::DataType::Float32>( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); + +template LayerTestResult<int32_t, 1> +RankDimSize2Test<armnn::DataType::QAsymmU8>( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); + +template LayerTestResult<int32_t, 1> +RankDimSize2Test<armnn::DataType::Signed32>( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); + +template LayerTestResult<int32_t, 1> +RankDimSize2Test<armnn::DataType::QSymmS16>( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); + +template LayerTestResult<int32_t, 1> +RankDimSize2Test<armnn::DataType::QSymmS8>( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); + +template LayerTestResult<int32_t, 1> +RankDimSize2Test<armnn::DataType::QAsymmS8>( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); + +template LayerTestResult<int32_t, 1> +RankDimSize2Test<armnn::DataType::BFloat16>( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); + +template LayerTestResult<int32_t, 1> +RankDimSize1Test<armnn::DataType::Float16>( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); + +template LayerTestResult<int32_t, 1> +RankDimSize1Test<armnn::DataType::Float32>( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); + +template LayerTestResult<int32_t, 1> +RankDimSize1Test<armnn::DataType::QAsymmU8>( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); + +template LayerTestResult<int32_t, 1> +RankDimSize1Test<armnn::DataType::Signed32>( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); + +template LayerTestResult<int32_t, 1> +RankDimSize1Test<armnn::DataType::QSymmS16>( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); + +template LayerTestResult<int32_t, 1> +RankDimSize1Test<armnn::DataType::QSymmS8>( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); + +template LayerTestResult<int32_t, 1> +RankDimSize1Test<armnn::DataType::QAsymmS8>( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); + +template LayerTestResult<int32_t, 1> +RankDimSize1Test<armnn::DataType::BFloat16>( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
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