src/backends/backendsCommon/test/layerTests/FloorTestImpl.cpp

   1 //
   2 // Copyright © 2017 Arm Ltd. All rights reserved.
   3 // SPDX-License-Identifier: MIT
   4 //
   5
   6 #include "FloorTestImpl.hpp"
   7
   8 #include <backendsCommon/test/DataTypeUtils.hpp>
   9 #include <backendsCommon/test/TensorCopyUtils.hpp>
  10 #include <backendsCommon/test/WorkloadTestUtils.hpp>
  11
  12 #include <test/TensorHelpers.hpp>
  13
  14 template<armnn::DataType ArmnnType, typename T>
  15 LayerTestResult<T, 4> SimpleFloorTest(
  16     armnn::IWorkloadFactory& workloadFactory,
  17     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager)
  18 {
  19     boost::ignore_unused(memoryManager);
  20     armnn::TensorInfo inputTensorInfo({1, 3, 2, 3}, ArmnnType);
  21     inputTensorInfo.SetQuantizationScale(0.1f);
  22
  23     armnn::TensorInfo outputTensorInfo(inputTensorInfo);
  24     outputTensorInfo.SetQuantizationScale(0.1f);
  25
  26     auto input = MakeTensor<T, 4>(inputTensorInfo, ConvertToDataType<ArmnnType>(
  27         { -37.5f, -15.2f, -8.76f, -2.0f, -1.5f, -1.3f, -0.5f, -0.4f, 0.0f,
  28         1.0f, 0.4f, 0.5f, 1.3f, 1.5f, 2.0f, 8.76f, 15.2f, 37.5f },
  29         inputTensorInfo));
  30
  31     LayerTestResult<T, 4> ret(outputTensorInfo);
  32     ret.outputExpected = MakeTensor<T, 4>(outputTensorInfo, ConvertToDataType<ArmnnType>(
  33         { -38.0f, -16.0f, -9.0f, -2.0f, -2.0f, -2.0f, -1.0f, -1.0f, 0.0f,
  34         1.0f, 0.0f, 0.0f, 1.0f, 1.0f, 2.0f, 8.0f, 15.0f, 37.0f },
  35         outputTensorInfo));
  36
  37     std::unique_ptr<armnn::ITensorHandle> inputHandle = workloadFactory.CreateTensorHandle(inputTensorInfo);
  38     std::unique_ptr<armnn::ITensorHandle> outputHandle = workloadFactory.CreateTensorHandle(outputTensorInfo);
  39
  40     armnn::FloorQueueDescriptor data;
  41     armnn::WorkloadInfo info;
  42     AddInputToWorkload(data, info, inputTensorInfo, inputHandle.get());
  43     AddOutputToWorkload(data, info, outputTensorInfo, outputHandle.get());
  44
  45     std::unique_ptr<armnn::IWorkload> workload = workloadFactory.CreateFloor(data, info);
  46
  47     inputHandle->Allocate();
  48     outputHandle->Allocate();
  49
  50     CopyDataToITensorHandle(inputHandle.get(), &input[0][0][0][0]);
  51
  52     workload->Execute();
  53
  54     CopyDataFromITensorHandle(&ret.output[0][0][0][0], outputHandle.get());
  55
  56     return ret;
  57 }
  58
  59 //
  60 // Explicit template specializations
  61 //
  62
  63 template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 4>
  64 SimpleFloorTest<armnn::DataType::Float32>(
  65     armnn::IWorkloadFactory& workloadFactory,
  66     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
  67
  68 template LayerTestResult<armnn::ResolveType<armnn::DataType::Float16>, 4>
  69 SimpleFloorTest<armnn::DataType::Float16>(
  70     armnn::IWorkloadFactory& workloadFactory,
  71     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
  72
  73
  74 template LayerTestResult<armnn::ResolveType<armnn::DataType::QuantisedSymm16>, 4>
  75 SimpleFloorTest<armnn::DataType::QuantisedSymm16>(
  76     armnn::IWorkloadFactory& workloadFactory,
  77     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);