Colm Donelan | c42a987 | 2022-02-02 16:35:09 +0000 | [diff] [blame] | 1 | // |
| 2 | // Copyright © 2017 Arm Ltd and Contributors. All rights reserved. |
| 3 | // SPDX-License-Identifier: MIT |
| 4 | // |
| 5 | #pragma once |
| 6 | |
| 7 | #include "LayerTestResult.hpp" |
| 8 | #include "TensorCopyUtils.hpp" |
| 9 | #include "TensorHelpers.hpp" |
| 10 | #include "WorkloadTestUtils.hpp" |
| 11 | #include <ResolveType.hpp> |
| 12 | #include <armnn/backends/IBackendInternal.hpp> |
| 13 | #include <armnnTestUtils/MockBackend.hpp> |
| 14 | |
| 15 | namespace |
| 16 | { |
| 17 | |
| 18 | template<armnn::DataType dataType, typename T = armnn::ResolveType<dataType>> |
| 19 | LayerTestResult<T, 4> MemCopyTest(armnn::IWorkloadFactory& srcWorkloadFactory, |
| 20 | armnn::IWorkloadFactory& dstWorkloadFactory, |
| 21 | bool withSubtensors) |
| 22 | { |
| 23 | const std::array<unsigned int, 4> shapeData = { { 1u, 1u, 6u, 5u } }; |
| 24 | const armnn::TensorShape tensorShape(4, shapeData.data()); |
| 25 | const armnn::TensorInfo tensorInfo(tensorShape, dataType); |
| 26 | std::vector<T> inputData = |
| 27 | { |
| 28 | 1, 2, 3, 4, 5, |
| 29 | 6, 7, 8, 9, 10, |
| 30 | 11, 12, 13, 14, 15, |
| 31 | 16, 17, 18, 19, 20, |
| 32 | 21, 22, 23, 24, 25, |
| 33 | 26, 27, 28, 29, 30, |
| 34 | }; |
| 35 | |
| 36 | LayerTestResult<T, 4> ret(tensorInfo); |
| 37 | ret.m_ExpectedData = inputData; |
| 38 | |
| 39 | std::vector<T> actualOutput(tensorInfo.GetNumElements()); |
| 40 | |
| 41 | ARMNN_NO_DEPRECATE_WARN_BEGIN |
| 42 | auto inputTensorHandle = srcWorkloadFactory.CreateTensorHandle(tensorInfo); |
| 43 | auto outputTensorHandle = dstWorkloadFactory.CreateTensorHandle(tensorInfo); |
| 44 | ARMNN_NO_DEPRECATE_WARN_END |
| 45 | |
| 46 | AllocateAndCopyDataToITensorHandle(inputTensorHandle.get(), inputData.data()); |
| 47 | outputTensorHandle->Allocate(); |
| 48 | |
| 49 | armnn::MemCopyQueueDescriptor memCopyQueueDesc; |
| 50 | armnn::WorkloadInfo workloadInfo; |
| 51 | |
| 52 | const unsigned int origin[4] = {}; |
| 53 | |
| 54 | ARMNN_NO_DEPRECATE_WARN_BEGIN |
| 55 | auto workloadInput = (withSubtensors && srcWorkloadFactory.SupportsSubTensors()) |
| 56 | ? srcWorkloadFactory.CreateSubTensorHandle(*inputTensorHandle, tensorShape, origin) |
| 57 | : std::move(inputTensorHandle); |
| 58 | auto workloadOutput = (withSubtensors && dstWorkloadFactory.SupportsSubTensors()) |
| 59 | ? dstWorkloadFactory.CreateSubTensorHandle(*outputTensorHandle, tensorShape, origin) |
| 60 | : std::move(outputTensorHandle); |
| 61 | ARMNN_NO_DEPRECATE_WARN_END |
| 62 | |
| 63 | AddInputToWorkload(memCopyQueueDesc, workloadInfo, tensorInfo, workloadInput.get()); |
| 64 | AddOutputToWorkload(memCopyQueueDesc, workloadInfo, tensorInfo, workloadOutput.get()); |
| 65 | |
| 66 | dstWorkloadFactory.CreateWorkload(armnn::LayerType::MemCopy, memCopyQueueDesc, workloadInfo)->Execute(); |
| 67 | |
| 68 | CopyDataFromITensorHandle(actualOutput.data(), workloadOutput.get()); |
| 69 | ret.m_ActualData = actualOutput; |
| 70 | |
| 71 | return ret; |
| 72 | } |
| 73 | |
| 74 | template <typename WorkloadFactoryType> |
| 75 | struct MemCopyTestHelper |
| 76 | {}; |
| 77 | template <> |
| 78 | struct MemCopyTestHelper<armnn::MockWorkloadFactory> |
| 79 | { |
| 80 | static armnn::IBackendInternal::IMemoryManagerSharedPtr GetMemoryManager() |
| 81 | { |
| 82 | armnn::MockBackend backend; |
| 83 | return backend.CreateMemoryManager(); |
| 84 | } |
| 85 | |
| 86 | static armnn::MockWorkloadFactory |
| 87 | GetFactory(const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager = nullptr) |
| 88 | { |
| 89 | IgnoreUnused(memoryManager); |
| 90 | return armnn::MockWorkloadFactory(); |
| 91 | } |
| 92 | }; |
| 93 | |
| 94 | using MockMemCopyTestHelper = MemCopyTestHelper<armnn::MockWorkloadFactory>; |
| 95 | |
| 96 | template <typename SrcWorkloadFactory, |
| 97 | typename DstWorkloadFactory, |
| 98 | armnn::DataType dataType, |
| 99 | typename T = armnn::ResolveType<dataType>> |
| 100 | LayerTestResult<T, 4> MemCopyTest(bool withSubtensors) |
| 101 | { |
| 102 | |
| 103 | armnn::IBackendInternal::IMemoryManagerSharedPtr srcMemoryManager = |
| 104 | MemCopyTestHelper<SrcWorkloadFactory>::GetMemoryManager(); |
| 105 | |
| 106 | armnn::IBackendInternal::IMemoryManagerSharedPtr dstMemoryManager = |
| 107 | MemCopyTestHelper<DstWorkloadFactory>::GetMemoryManager(); |
| 108 | |
| 109 | SrcWorkloadFactory srcWorkloadFactory = MemCopyTestHelper<SrcWorkloadFactory>::GetFactory(srcMemoryManager); |
| 110 | DstWorkloadFactory dstWorkloadFactory = MemCopyTestHelper<DstWorkloadFactory>::GetFactory(dstMemoryManager); |
| 111 | |
| 112 | return MemCopyTest<dataType>(srcWorkloadFactory, dstWorkloadFactory, withSubtensors); |
| 113 | } |
| 114 | |
| 115 | } // anonymous namespace |