Aron Virginas-Tar | 3b278e9 | 2018-10-12 13:00:55 +0100 | [diff] [blame] | 1 | // |
| 2 | // Copyright © 2017 Arm Ltd. All rights reserved. |
| 3 | // SPDX-License-Identifier: MIT |
| 4 | // |
| 5 | #pragma once |
| 6 | |
Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame^] | 7 | #include <backendsCommon/IBackendInternal.hpp> |
| 8 | |
Aron Virginas-Tar | c9cc804 | 2018-11-01 16:15:57 +0000 | [diff] [blame] | 9 | #include <backendsCommon/test/LayerTests.hpp> |
| 10 | #include <backendsCommon/test/TensorCopyUtils.hpp> |
Aron Virginas-Tar | 5605519 | 2018-11-12 18:10:43 +0000 | [diff] [blame] | 11 | #include <backendsCommon/test/WorkloadFactoryHelper.hpp> |
Aron Virginas-Tar | c9cc804 | 2018-11-01 16:15:57 +0000 | [diff] [blame] | 12 | #include <backendsCommon/test/WorkloadTestUtils.hpp> |
Aron Virginas-Tar | 3b278e9 | 2018-10-12 13:00:55 +0100 | [diff] [blame] | 13 | |
Aron Virginas-Tar | c9cc804 | 2018-11-01 16:15:57 +0000 | [diff] [blame] | 14 | #include <test/TensorHelpers.hpp> |
Aron Virginas-Tar | 3b278e9 | 2018-10-12 13:00:55 +0100 | [diff] [blame] | 15 | |
| 16 | #include <boost/multi_array.hpp> |
| 17 | |
| 18 | namespace |
| 19 | { |
| 20 | |
| 21 | LayerTestResult<float, 4> MemCopyTest(armnn::IWorkloadFactory& srcWorkloadFactory, |
| 22 | armnn::IWorkloadFactory& dstWorkloadFactory, |
| 23 | bool withSubtensors) |
| 24 | { |
| 25 | const std::array<unsigned int, 4> shapeData = { { 1u, 1u, 6u, 5u } }; |
| 26 | const armnn::TensorShape tensorShape(4, shapeData.data()); |
| 27 | const armnn::TensorInfo tensorInfo(tensorShape, armnn::DataType::Float32); |
| 28 | boost::multi_array<float, 4> inputData = MakeTensor<float, 4>(tensorInfo, std::vector<float>( |
| 29 | { |
| 30 | 1.0f, 2.0f, 3.0f, 4.0f, 5.0f, |
| 31 | |
| 32 | 6.0f, 7.0f, 8.0f, 9.0f, 10.0f, |
| 33 | |
| 34 | 11.0f, 12.0f, 13.0f, 14.0f, 15.0f, |
| 35 | |
| 36 | 16.0f, 17.0f, 18.0f, 19.0f, 20.0f, |
| 37 | |
| 38 | 21.0f, 22.0f, 23.0f, 24.0f, 25.0f, |
| 39 | |
| 40 | 26.0f, 27.0f, 28.0f, 29.0f, 30.0f, |
| 41 | }) |
| 42 | ); |
| 43 | |
| 44 | LayerTestResult<float, 4> ret(tensorInfo); |
| 45 | ret.outputExpected = inputData; |
| 46 | |
| 47 | boost::multi_array<float, 4> outputData(shapeData); |
| 48 | |
| 49 | auto inputTensorHandle = srcWorkloadFactory.CreateTensorHandle(tensorInfo); |
| 50 | auto outputTensorHandle = dstWorkloadFactory.CreateTensorHandle(tensorInfo); |
| 51 | |
| 52 | AllocateAndCopyDataToITensorHandle(inputTensorHandle.get(), inputData.data()); |
| 53 | outputTensorHandle->Allocate(); |
| 54 | |
| 55 | armnn::MemCopyQueueDescriptor memCopyQueueDesc; |
| 56 | armnn::WorkloadInfo workloadInfo; |
| 57 | |
| 58 | const unsigned int origin[4] = {}; |
| 59 | |
| 60 | auto workloadInput = (withSubtensors && srcWorkloadFactory.SupportsSubTensors()) |
| 61 | ? srcWorkloadFactory.CreateSubTensorHandle(*inputTensorHandle, tensorShape, origin) |
| 62 | : std::move(inputTensorHandle); |
| 63 | auto workloadOutput = (withSubtensors && dstWorkloadFactory.SupportsSubTensors()) |
| 64 | ? dstWorkloadFactory.CreateSubTensorHandle(*outputTensorHandle, tensorShape, origin) |
| 65 | : std::move(outputTensorHandle); |
| 66 | |
| 67 | AddInputToWorkload(memCopyQueueDesc, workloadInfo, tensorInfo, workloadInput.get()); |
| 68 | AddOutputToWorkload(memCopyQueueDesc, workloadInfo, tensorInfo, workloadOutput.get()); |
| 69 | |
| 70 | dstWorkloadFactory.CreateMemCopy(memCopyQueueDesc, workloadInfo)->Execute(); |
| 71 | |
| 72 | CopyDataFromITensorHandle(outputData.data(), workloadOutput.get()); |
| 73 | ret.output = outputData; |
| 74 | |
| 75 | return ret; |
| 76 | } |
| 77 | |
| 78 | template<typename SrcWorkloadFactory, typename DstWorkloadFactory> |
| 79 | LayerTestResult<float, 4> MemCopyTest(bool withSubtensors) |
| 80 | { |
Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame^] | 81 | armnn::IBackendInternal::IMemoryManagerSharedPtr srcMemoryManager = |
| 82 | WorkloadFactoryHelper<SrcWorkloadFactory>::GetMemoryManager(); |
| 83 | |
| 84 | armnn::IBackendInternal::IMemoryManagerSharedPtr dstMemoryManager = |
| 85 | WorkloadFactoryHelper<DstWorkloadFactory>::GetMemoryManager(); |
| 86 | |
| 87 | SrcWorkloadFactory srcWorkloadFactory = WorkloadFactoryHelper<SrcWorkloadFactory>::GetFactory(srcMemoryManager); |
| 88 | DstWorkloadFactory dstWorkloadFactory = WorkloadFactoryHelper<DstWorkloadFactory>::GetFactory(dstMemoryManager); |
Aron Virginas-Tar | 3b278e9 | 2018-10-12 13:00:55 +0100 | [diff] [blame] | 89 | |
| 90 | return MemCopyTest(srcWorkloadFactory, dstWorkloadFactory, withSubtensors); |
| 91 | } |
| 92 | |
| 93 | } // anonymous namespace |