src/backends/cl/test/ClEndToEndTests.cpp

//
// Copyright © 2017 Arm Ltd. All rights reserved.
// SPDX-License-Identifier: MIT
//

#include <backendsCommon/test/EndToEndTestImpl.hpp>

#include <backendsCommon/test/ArgMinMaxEndToEndTestImpl.hpp>
#include <backendsCommon/test/ComparisonEndToEndTestImpl.hpp>
#include <backendsCommon/test/ConcatEndToEndTestImpl.hpp>
#include <backendsCommon/test/DepthToSpaceEndToEndTestImpl.hpp>
#include <backendsCommon/test/DequantizeEndToEndTestImpl.hpp>
#include <backendsCommon/test/ElementwiseUnaryEndToEndTestImpl.hpp>
#include <backendsCommon/test/InstanceNormalizationEndToEndTestImpl.hpp>
#include <backendsCommon/test/PreluEndToEndTestImpl.hpp>
#include <backendsCommon/test/QuantizedLstmEndToEndTestImpl.hpp>
#include <backendsCommon/test/SpaceToDepthEndToEndTestImpl.hpp>
#include <backendsCommon/test/SplitterEndToEndTestImpl.hpp>
#include <backendsCommon/test/TransposeConvolution2dEndToEndTestImpl.hpp>

#include <boost/test/unit_test.hpp>

BOOST_AUTO_TEST_SUITE(ClEndToEnd)

std::vector<armnn::BackendId> defaultBackends = {armnn::Compute::GpuAcc};

// Abs
BOOST_AUTO_TEST_CASE(ClAbsEndToEndTestFloat32)
{
    std::vector<float> expectedOutput =
    {
        1.f, 1.f, 1.f, 1.f, 5.f, 5.f, 5.f, 5.f,
        3.f, 3.f, 3.f, 3.f, 4.f, 4.f, 4.f, 4.f
    };

    ElementwiseUnarySimpleEndToEnd<armnn::DataType::Float32>(defaultBackends,
                                                             UnaryOperation::Abs,
                                                             expectedOutput);
}

// Constant
BOOST_AUTO_TEST_CASE(ConstantUsage_Cl_Float32)
{
    ConstantUsageFloat32Test(defaultBackends);
}

BOOST_AUTO_TEST_CASE(ClConcatEndToEndDim0Test)
{
    ConcatDim0EndToEnd<armnn::DataType::Float32>(defaultBackends);
}

BOOST_AUTO_TEST_CASE(ClConcatEndToEndDim0Uint8Test)
{
    ConcatDim0EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends);
}

BOOST_AUTO_TEST_CASE(ClConcatEndToEndDim1Test)
{
    ConcatDim1EndToEnd<armnn::DataType::Float32>(defaultBackends);
}

BOOST_AUTO_TEST_CASE(ClConcatEndToEndDim1Uint8Test)
{
    ConcatDim1EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends);
}

BOOST_AUTO_TEST_CASE(ClConcatEndToEndDim3Test)
{
    ConcatDim3EndToEnd<armnn::DataType::Float32>(defaultBackends);
}

BOOST_AUTO_TEST_CASE(ClConcatEndToEndDim3Uint8Test)
{
    ConcatDim3EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends);
}

// DepthToSpace
BOOST_AUTO_TEST_CASE(DephtToSpaceEndToEndNchwFloat32)
{
    DepthToSpaceEndToEnd<armnn::DataType::Float32>(defaultBackends, armnn::DataLayout::NCHW);
}

BOOST_AUTO_TEST_CASE(DephtToSpaceEndToEndNchwFloat16)
{
    DepthToSpaceEndToEnd<armnn::DataType::Float16>(defaultBackends, armnn::DataLayout::NCHW);
}

BOOST_AUTO_TEST_CASE(DephtToSpaceEndToEndNchwUint8)
{
    DepthToSpaceEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, armnn::DataLayout::NCHW);
}

BOOST_AUTO_TEST_CASE(DephtToSpaceEndToEndNchwInt16)
{
    DepthToSpaceEndToEnd<armnn::DataType::QSymmS16>(defaultBackends, armnn::DataLayout::NCHW);
}

BOOST_AUTO_TEST_CASE(DephtToSpaceEndToEndNhwcFloat32)
{
    DepthToSpaceEndToEnd<armnn::DataType::Float32>(defaultBackends, armnn::DataLayout::NHWC);
}

BOOST_AUTO_TEST_CASE(DephtToSpaceEndToEndNhwcFloat16)
{
    DepthToSpaceEndToEnd<armnn::DataType::Float16>(defaultBackends, armnn::DataLayout::NHWC);
}

BOOST_AUTO_TEST_CASE(DephtToSpaceEndToEndNhwcUint8)
{
    DepthToSpaceEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, armnn::DataLayout::NHWC);
}

BOOST_AUTO_TEST_CASE(DephtToSpaceEndToEndNhwcInt16)
{
    DepthToSpaceEndToEnd<armnn::DataType::QSymmS16>(defaultBackends, armnn::DataLayout::NHWC);
}

// Dequantize
BOOST_AUTO_TEST_CASE(DequantizeEndToEndSimpleTest)
{
    DequantizeEndToEndSimple<armnn::DataType::QAsymmU8>(defaultBackends);
}

BOOST_AUTO_TEST_CASE(DequantizeEndToEndOffsetTest)
{
    DequantizeEndToEndOffset<armnn::DataType::QAsymmU8>(defaultBackends);
}

BOOST_AUTO_TEST_CASE(ClGreaterSimpleEndToEndTest)
{
    const std::vector<uint8_t> expectedOutput({ 0, 0, 0, 0,  1, 1, 1, 1,
                                                0, 0, 0, 0,  0, 0, 0, 0 });

    ComparisonSimpleEndToEnd<armnn::DataType::Float32>(defaultBackends,
                                                       ComparisonOperation::Greater,
                                                       expectedOutput);
}

BOOST_AUTO_TEST_CASE(ClGreaterSimpleEndToEndUint8Test)
{
    const std::vector<uint8_t> expectedOutput({ 0, 0, 0, 0,  1, 1, 1, 1,
                                                0, 0, 0, 0,  0, 0, 0, 0 });

    ComparisonSimpleEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends,
                                                               ComparisonOperation::Greater,
                                                               expectedOutput);
}

BOOST_AUTO_TEST_CASE(ClGreaterBroadcastEndToEndTest)
{
    const std::vector<uint8_t> expectedOutput({ 0, 1, 0, 0, 0, 1,
                                                1, 1, 1, 1, 1, 1 });

    ComparisonBroadcastEndToEnd<armnn::DataType::Float32>(defaultBackends,
                                                          ComparisonOperation::Greater,
                                                          expectedOutput);
}

BOOST_AUTO_TEST_CASE(ClGreaterBroadcastEndToEndUint8Test)
{
    const std::vector<uint8_t> expectedOutput({ 0, 1, 0, 0, 0, 1,
                                                1, 1, 1, 1, 1, 1 });

    ComparisonBroadcastEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends,
                                                                  ComparisonOperation::Greater,
                                                                  expectedOutput);
}

// InstanceNormalization
BOOST_AUTO_TEST_CASE(ClInstanceNormalizationNhwcEndToEndTest1)
{
    InstanceNormalizationNhwcEndToEndTest1(defaultBackends);
}

BOOST_AUTO_TEST_CASE(ClInstanceNormalizationNchwEndToEndTest1)
{
    InstanceNormalizationNchwEndToEndTest1(defaultBackends);
}

BOOST_AUTO_TEST_CASE(ClInstanceNormalizationNhwcEndToEndTest2)
{
    InstanceNormalizationNhwcEndToEndTest2(defaultBackends);
}

BOOST_AUTO_TEST_CASE(ClInstanceNormalizationNchwEndToEndTest2)
{
    InstanceNormalizationNchwEndToEndTest2(defaultBackends);
}

BOOST_AUTO_TEST_CASE(ClPreluEndToEndFloat32Test)
{
    PreluEndToEndNegativeTest<armnn::DataType::Float32>(defaultBackends);
}

BOOST_AUTO_TEST_CASE(ClPreluEndToEndTestUint8)
{
    PreluEndToEndPositiveTest<armnn::DataType::QAsymmU8>(defaultBackends);
}

BOOST_AUTO_TEST_CASE(ClSpaceToDepthNhwcEndToEndTest1)
{
    SpaceToDepthNhwcEndToEndTest1(defaultBackends);
}

BOOST_AUTO_TEST_CASE(ClSpaceToDepthNchwEndToEndTest1)
{
    SpaceToDepthNchwEndToEndTest1(defaultBackends);
}

BOOST_AUTO_TEST_CASE(ClSpaceToDepthNhwcEndToEndTest2)
{
    SpaceToDepthNhwcEndToEndTest2(defaultBackends);
}

BOOST_AUTO_TEST_CASE(ClSpaceToDepthNchwEndToEndTest2)
{
    SpaceToDepthNchwEndToEndTest2(defaultBackends);
}

BOOST_AUTO_TEST_CASE(ClSplitter1dEndToEndTest)
{
    Splitter1dEndToEnd<armnn::DataType::Float32>(defaultBackends);
}

BOOST_AUTO_TEST_CASE(ClSplitter1dEndToEndUint8Test)
{
    Splitter1dEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends);
}

BOOST_AUTO_TEST_CASE(ClSplitter2dDim0EndToEndTest)
{
    Splitter2dDim0EndToEnd<armnn::DataType::Float32>(defaultBackends);
}

BOOST_AUTO_TEST_CASE(ClSplitter2dDim1EndToEndTest)
{
    Splitter2dDim1EndToEnd<armnn::DataType::Float32>(defaultBackends);
}

BOOST_AUTO_TEST_CASE(ClSplitter2dDim0EndToEndUint8Test)
{
    Splitter2dDim0EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends);
}

BOOST_AUTO_TEST_CASE(ClSplitter2dDim1EndToEndUint8Test)
{
    Splitter2dDim1EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends);
}

BOOST_AUTO_TEST_CASE(ClSplitter3dDim0EndToEndTest)
{
    Splitter3dDim0EndToEnd<armnn::DataType::Float32>(defaultBackends);
}

BOOST_AUTO_TEST_CASE(ClSplitter3dDim1EndToEndTest)
{
    Splitter3dDim1EndToEnd<armnn::DataType::Float32>(defaultBackends);
}

BOOST_AUTO_TEST_CASE(ClSplitter3dDim2EndToEndTest)
{
    Splitter3dDim2EndToEnd<armnn::DataType::Float32>(defaultBackends);
}

BOOST_AUTO_TEST_CASE(ClSplitter3dDim0EndToEndUint8Test)
{
    Splitter3dDim0EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends);
}

BOOST_AUTO_TEST_CASE(ClSplitter3dDim1EndToEndUint8Test)
{
    Splitter3dDim1EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends);
}

BOOST_AUTO_TEST_CASE(ClSplitter3dDim2EndToEndUint8Test)
{
    Splitter3dDim2EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends);
}

BOOST_AUTO_TEST_CASE(ClSplitter4dDim0EndToEndTest)
{
    Splitter4dDim0EndToEnd<armnn::DataType::Float32>(defaultBackends);
}

BOOST_AUTO_TEST_CASE(ClSplitter4dDim1EndToEndTest)
{
    Splitter4dDim1EndToEnd<armnn::DataType::Float32>(defaultBackends);
}

BOOST_AUTO_TEST_CASE(ClSplitter4dDim2EndToEndTest)
{
    Splitter4dDim2EndToEnd<armnn::DataType::Float32>(defaultBackends);
}

BOOST_AUTO_TEST_CASE(ClSplitter4dDim3EndToEndTest)
{
    Splitter4dDim3EndToEnd<armnn::DataType::Float32>(defaultBackends);
}

BOOST_AUTO_TEST_CASE(ClSplitter4dDim0EndToEndUint8Test)
{
    Splitter4dDim0EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends);
}

BOOST_AUTO_TEST_CASE(ClSplitter4dDim1EndToEndUint8Test)
{
    Splitter4dDim1EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends);
}

BOOST_AUTO_TEST_CASE(ClSplitter4dDim2EndToEndUint8Test)
{
    Splitter4dDim2EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends);
}

BOOST_AUTO_TEST_CASE(ClSplitter4dDim3EndToEndUint8Test)
{
    Splitter4dDim3EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends);
}

// TransposeConvolution2d
BOOST_AUTO_TEST_CASE(ClTransposeConvolution2dEndToEndFloatNchwTest)
{
    TransposeConvolution2dEndToEnd<armnn::DataType::Float32, armnn::DataType::Float32>(
        defaultBackends, armnn::DataLayout::NCHW);
}

BOOST_AUTO_TEST_CASE(ClTransposeConvolution2dEndToEndUint8NchwTest)
{
    TransposeConvolution2dEndToEnd<armnn::DataType::QAsymmU8, armnn::DataType::Signed32>(
        defaultBackends, armnn::DataLayout::NCHW);
}

BOOST_AUTO_TEST_CASE(ClTransposeConvolution2dEndToEndFloatNhwcTest)
{
    TransposeConvolution2dEndToEnd<armnn::DataType::Float32, armnn::DataType::Float32>(
        defaultBackends, armnn::DataLayout::NHWC);
}

BOOST_AUTO_TEST_CASE(ClTransposeConvolution2dEndToEndUint8NhwcTest)
{
    TransposeConvolution2dEndToEnd<armnn::DataType::QAsymmU8, armnn::DataType::Signed32>(
        defaultBackends, armnn::DataLayout::NHWC);
}

BOOST_AUTO_TEST_CASE(ClQuantizedLstmEndToEndTest)
{
    QuantizedLstmEndToEnd(defaultBackends);
}

// ArgMinMax
BOOST_AUTO_TEST_CASE(ClArgMaxSimpleTest)
{
    ArgMaxEndToEndSimple<armnn::DataType::Float32>(defaultBackends);
}

BOOST_AUTO_TEST_CASE(ClArgMinSimpleTest)
{
    ArgMinEndToEndSimple<armnn::DataType::Float32>(defaultBackends);
}

BOOST_AUTO_TEST_CASE(ClArgMaxAxis0Test)
{
    ArgMaxAxis0EndToEnd<armnn::DataType::Float32>(defaultBackends);
}

BOOST_AUTO_TEST_CASE(ClArgMinAxis0Test)
{
    ArgMinAxis0EndToEnd<armnn::DataType::Float32>(defaultBackends);
}

BOOST_AUTO_TEST_CASE(ClArgMaxAxis1Test)
{
    ArgMaxAxis1EndToEnd<armnn::DataType::Float32>(defaultBackends);
}

BOOST_AUTO_TEST_CASE(ClArgMinAxis1Test)
{
    ArgMinAxis1EndToEnd<armnn::DataType::Float32>(defaultBackends);
}

BOOST_AUTO_TEST_CASE(ClArgMaxAxis2Test)
{
    ArgMaxAxis2EndToEnd<armnn::DataType::Float32>(defaultBackends);
}

BOOST_AUTO_TEST_CASE(ClArgMinAxis2Test)
{
    ArgMinAxis2EndToEnd<armnn::DataType::Float32>(defaultBackends);
}

BOOST_AUTO_TEST_CASE(ClArgMaxAxis3Test)
{
    ArgMaxAxis3EndToEnd<armnn::DataType::Float32>(defaultBackends);
}

BOOST_AUTO_TEST_CASE(ClArgMinAxis3Test)
{
    ArgMinAxis3EndToEnd<armnn::DataType::Float32>(defaultBackends);
}

BOOST_AUTO_TEST_CASE(ClArgMaxSimpleTestQAsymmU8)
{
    ArgMaxEndToEndSimple<armnn::DataType::QAsymmU8>(defaultBackends);
}

BOOST_AUTO_TEST_CASE(ClArgMinSimpleTestQAsymmU8)
{
    ArgMinEndToEndSimple<armnn::DataType::QAsymmU8>(defaultBackends);
}

BOOST_AUTO_TEST_CASE(ClArgMaxAxis0TestQAsymmU8)
{
    ArgMaxAxis0EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends);
}

BOOST_AUTO_TEST_CASE(ClArgMinAxis0TestQAsymmU8)
{
    ArgMinAxis0EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends);
}

BOOST_AUTO_TEST_CASE(ClArgMaxAxis1TestQAsymmU8)
{
    ArgMaxAxis1EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends);
}

BOOST_AUTO_TEST_CASE(ClArgMinAxis1TestQAsymmU8)
{
    ArgMinAxis1EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends);
}

BOOST_AUTO_TEST_CASE(ClArgMaxAxis2TestQAsymmU8)
{
    ArgMaxAxis2EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends);
}

BOOST_AUTO_TEST_CASE(ClArgMinAxis2TestQAsymmU8)
{
    ArgMinAxis2EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends);
}

BOOST_AUTO_TEST_CASE(ClArgMaxAxis3TestQAsymmU8)
{
    ArgMaxAxis3EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends);
}

BOOST_AUTO_TEST_CASE(ClArgMinAxis3TestQAsymmU8)
{
    ArgMinAxis3EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends);
}

BOOST_AUTO_TEST_SUITE_END()