| // |
| // Copyright © 2017 Arm Ltd. All rights reserved. |
| // SPDX-License-Identifier: MIT |
| // |
| |
| #include <backendsCommon/test/EndToEndTestImpl.hpp> |
| |
| #include <backendsCommon/test/ActivationEndToEndTestImpl.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/FillEndToEndTestImpl.hpp> |
| #include <backendsCommon/test/InstanceNormalizationEndToEndTestImpl.hpp> |
| #include <backendsCommon/test/PreluEndToEndTestImpl.hpp> |
| #include <backendsCommon/test/QLstmEndToEndTestImpl.hpp> |
| #include <backendsCommon/test/QuantizedLstmEndToEndTestImpl.hpp> |
| #include <backendsCommon/test/SpaceToDepthEndToEndTestImpl.hpp> |
| #include <backendsCommon/test/SplitterEndToEndTestImpl.hpp> |
| #include <backendsCommon/test/TransposeConvolution2dEndToEndTestImpl.hpp> |
| |
| #include <doctest/doctest.h> |
| |
| TEST_SUITE("ClEndToEnd") |
| { |
| std::vector<armnn::BackendId> clDefaultBackends = {armnn::Compute::GpuAcc}; |
| |
| // Abs |
| 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>(clDefaultBackends, |
| UnaryOperation::Abs, |
| expectedOutput); |
| } |
| |
| // Constant |
| TEST_CASE("ConstantUsage_Cl_Float32") |
| { |
| ConstantUsageFloat32Test(clDefaultBackends); |
| } |
| |
| TEST_CASE("ClConcatEndToEndDim0Test") |
| { |
| ConcatDim0EndToEnd<armnn::DataType::Float32>(clDefaultBackends); |
| } |
| |
| TEST_CASE("ClConcatEndToEndDim0Uint8Test") |
| { |
| ConcatDim0EndToEnd<armnn::DataType::QAsymmU8>(clDefaultBackends); |
| } |
| |
| TEST_CASE("ClConcatEndToEndDim1Test") |
| { |
| ConcatDim1EndToEnd<armnn::DataType::Float32>(clDefaultBackends); |
| } |
| |
| TEST_CASE("ClConcatEndToEndDim1Uint8Test") |
| { |
| ConcatDim1EndToEnd<armnn::DataType::QAsymmU8>(clDefaultBackends); |
| } |
| |
| TEST_CASE("ClConcatEndToEndDim3Test") |
| { |
| ConcatDim3EndToEnd<armnn::DataType::Float32>(clDefaultBackends); |
| } |
| |
| TEST_CASE("ClConcatEndToEndDim3Uint8Test") |
| { |
| ConcatDim3EndToEnd<armnn::DataType::QAsymmU8>(clDefaultBackends); |
| } |
| |
| // DepthToSpace |
| TEST_CASE("DephtToSpaceEndToEndNchwFloat32") |
| { |
| DepthToSpaceEndToEnd<armnn::DataType::Float32>(clDefaultBackends, armnn::DataLayout::NCHW); |
| } |
| |
| TEST_CASE("DephtToSpaceEndToEndNchwFloat16") |
| { |
| DepthToSpaceEndToEnd<armnn::DataType::Float16>(clDefaultBackends, armnn::DataLayout::NCHW); |
| } |
| |
| TEST_CASE("DephtToSpaceEndToEndNchwUint8") |
| { |
| DepthToSpaceEndToEnd<armnn::DataType::QAsymmU8>(clDefaultBackends, armnn::DataLayout::NCHW); |
| } |
| |
| TEST_CASE("DephtToSpaceEndToEndNchwInt16") |
| { |
| DepthToSpaceEndToEnd<armnn::DataType::QSymmS16>(clDefaultBackends, armnn::DataLayout::NCHW); |
| } |
| |
| TEST_CASE("DephtToSpaceEndToEndNhwcFloat32") |
| { |
| DepthToSpaceEndToEnd<armnn::DataType::Float32>(clDefaultBackends, armnn::DataLayout::NHWC); |
| } |
| |
| TEST_CASE("DephtToSpaceEndToEndNhwcFloat16") |
| { |
| DepthToSpaceEndToEnd<armnn::DataType::Float16>(clDefaultBackends, armnn::DataLayout::NHWC); |
| } |
| |
| TEST_CASE("DephtToSpaceEndToEndNhwcUint8") |
| { |
| DepthToSpaceEndToEnd<armnn::DataType::QAsymmU8>(clDefaultBackends, armnn::DataLayout::NHWC); |
| } |
| |
| TEST_CASE("DephtToSpaceEndToEndNhwcInt16") |
| { |
| DepthToSpaceEndToEnd<armnn::DataType::QSymmS16>(clDefaultBackends, armnn::DataLayout::NHWC); |
| } |
| |
| // Dequantize |
| TEST_CASE("DequantizeEndToEndSimpleTest") |
| { |
| DequantizeEndToEndSimple<armnn::DataType::QAsymmU8>(clDefaultBackends); |
| } |
| |
| TEST_CASE("DequantizeEndToEndOffsetTest") |
| { |
| DequantizeEndToEndOffset<armnn::DataType::QAsymmU8>(clDefaultBackends); |
| } |
| |
| TEST_CASE("ClStridedSliceInvalidSliceEndToEndTest") |
| { |
| StridedSliceInvalidSliceEndToEndTest(clDefaultBackends); |
| } |
| |
| TEST_CASE("ClEluEndToEndTestFloat32") |
| { |
| EluEndToEndTest<armnn::DataType::Float32>(clDefaultBackends); |
| } |
| |
| TEST_CASE("ClEluEndToEndTestFloat16") |
| { |
| EluEndToEndTest<armnn::DataType::Float16>(clDefaultBackends); |
| } |
| |
| 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>(clDefaultBackends, |
| ComparisonOperation::Greater, |
| expectedOutput); |
| } |
| |
| 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>(clDefaultBackends, |
| ComparisonOperation::Greater, |
| expectedOutput); |
| } |
| |
| 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>(clDefaultBackends, |
| ComparisonOperation::Greater, |
| expectedOutput); |
| } |
| |
| 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>(clDefaultBackends, |
| ComparisonOperation::Greater, |
| expectedOutput); |
| } |
| |
| // HardSwish |
| TEST_CASE("ClHardSwishEndToEndTestFloat32") |
| { |
| HardSwishEndToEndTest<armnn::DataType::Float32>(clDefaultBackends); |
| } |
| |
| TEST_CASE("ClHardSwishEndToEndTestFloat16") |
| { |
| HardSwishEndToEndTest<armnn::DataType::Float16>(clDefaultBackends); |
| } |
| |
| TEST_CASE("ClHardSwishEndToEndTestQAsymmS8") |
| { |
| HardSwishEndToEndTest<armnn::DataType::QAsymmS8>(clDefaultBackends); |
| } |
| |
| TEST_CASE("ClHardSwishEndToEndTestQAsymmU8") |
| { |
| HardSwishEndToEndTest<armnn::DataType::QAsymmU8>(clDefaultBackends); |
| } |
| |
| TEST_CASE("ClHardSwishEndToEndTestQSymmS16") |
| { |
| HardSwishEndToEndTest<armnn::DataType::QSymmS16>(clDefaultBackends); |
| } |
| |
| // InstanceNormalization |
| TEST_CASE("ClInstanceNormalizationNhwcEndToEndTest1") |
| { |
| InstanceNormalizationNhwcEndToEndTest1(clDefaultBackends); |
| } |
| |
| TEST_CASE("ClInstanceNormalizationNchwEndToEndTest1") |
| { |
| InstanceNormalizationNchwEndToEndTest1(clDefaultBackends); |
| } |
| |
| TEST_CASE("ClInstanceNormalizationNhwcEndToEndTest2") |
| { |
| InstanceNormalizationNhwcEndToEndTest2(clDefaultBackends); |
| } |
| |
| TEST_CASE("ClInstanceNormalizationNchwEndToEndTest2") |
| { |
| InstanceNormalizationNchwEndToEndTest2(clDefaultBackends); |
| } |
| |
| // Fill |
| TEST_CASE("ClFillEndToEndTest") |
| { |
| FillEndToEnd<armnn::DataType::Float32>(clDefaultBackends); |
| } |
| |
| TEST_CASE("RefFillEndToEndTestFloat16") |
| { |
| FillEndToEnd<armnn::DataType::Float16>(clDefaultBackends); |
| } |
| |
| TEST_CASE("ClFillEndToEndTestInt32") |
| { |
| FillEndToEnd<armnn::DataType::Signed32>(clDefaultBackends); |
| } |
| |
| // Prelu |
| TEST_CASE("ClPreluEndToEndFloat32Test") |
| { |
| PreluEndToEndNegativeTest<armnn::DataType::Float32>(clDefaultBackends); |
| } |
| |
| TEST_CASE("ClPreluEndToEndTestUint8") |
| { |
| PreluEndToEndPositiveTest<armnn::DataType::QAsymmU8>(clDefaultBackends); |
| } |
| |
| TEST_CASE("ClSpaceToDepthNhwcEndToEndTest1") |
| { |
| SpaceToDepthNhwcEndToEndTest1(clDefaultBackends); |
| } |
| |
| TEST_CASE("ClSpaceToDepthNchwEndToEndTest1") |
| { |
| SpaceToDepthNchwEndToEndTest1(clDefaultBackends); |
| } |
| |
| TEST_CASE("ClSpaceToDepthNhwcEndToEndTest2") |
| { |
| SpaceToDepthNhwcEndToEndTest2(clDefaultBackends); |
| } |
| |
| TEST_CASE("ClSpaceToDepthNchwEndToEndTest2") |
| { |
| SpaceToDepthNchwEndToEndTest2(clDefaultBackends); |
| } |
| |
| TEST_CASE("ClSplitter1dEndToEndTest") |
| { |
| Splitter1dEndToEnd<armnn::DataType::Float32>(clDefaultBackends); |
| } |
| |
| TEST_CASE("ClSplitter1dEndToEndUint8Test") |
| { |
| Splitter1dEndToEnd<armnn::DataType::QAsymmU8>(clDefaultBackends); |
| } |
| |
| TEST_CASE("ClSplitter2dDim0EndToEndTest") |
| { |
| Splitter2dDim0EndToEnd<armnn::DataType::Float32>(clDefaultBackends); |
| } |
| |
| TEST_CASE("ClSplitter2dDim1EndToEndTest") |
| { |
| Splitter2dDim1EndToEnd<armnn::DataType::Float32>(clDefaultBackends); |
| } |
| |
| TEST_CASE("ClSplitter2dDim0EndToEndUint8Test") |
| { |
| Splitter2dDim0EndToEnd<armnn::DataType::QAsymmU8>(clDefaultBackends); |
| } |
| |
| TEST_CASE("ClSplitter2dDim1EndToEndUint8Test") |
| { |
| Splitter2dDim1EndToEnd<armnn::DataType::QAsymmU8>(clDefaultBackends); |
| } |
| |
| TEST_CASE("ClSplitter3dDim0EndToEndTest") |
| { |
| Splitter3dDim0EndToEnd<armnn::DataType::Float32>(clDefaultBackends); |
| } |
| |
| TEST_CASE("ClSplitter3dDim1EndToEndTest") |
| { |
| Splitter3dDim1EndToEnd<armnn::DataType::Float32>(clDefaultBackends); |
| } |
| |
| TEST_CASE("ClSplitter3dDim2EndToEndTest") |
| { |
| Splitter3dDim2EndToEnd<armnn::DataType::Float32>(clDefaultBackends); |
| } |
| |
| TEST_CASE("ClSplitter3dDim0EndToEndUint8Test") |
| { |
| Splitter3dDim0EndToEnd<armnn::DataType::QAsymmU8>(clDefaultBackends); |
| } |
| |
| TEST_CASE("ClSplitter3dDim1EndToEndUint8Test") |
| { |
| Splitter3dDim1EndToEnd<armnn::DataType::QAsymmU8>(clDefaultBackends); |
| } |
| |
| TEST_CASE("ClSplitter3dDim2EndToEndUint8Test") |
| { |
| Splitter3dDim2EndToEnd<armnn::DataType::QAsymmU8>(clDefaultBackends); |
| } |
| |
| TEST_CASE("ClSplitter4dDim0EndToEndTest") |
| { |
| Splitter4dDim0EndToEnd<armnn::DataType::Float32>(clDefaultBackends); |
| } |
| |
| TEST_CASE("ClSplitter4dDim1EndToEndTest") |
| { |
| Splitter4dDim1EndToEnd<armnn::DataType::Float32>(clDefaultBackends); |
| } |
| |
| TEST_CASE("ClSplitter4dDim2EndToEndTest") |
| { |
| Splitter4dDim2EndToEnd<armnn::DataType::Float32>(clDefaultBackends); |
| } |
| |
| TEST_CASE("ClSplitter4dDim3EndToEndTest") |
| { |
| Splitter4dDim3EndToEnd<armnn::DataType::Float32>(clDefaultBackends); |
| } |
| |
| TEST_CASE("ClSplitter4dDim0EndToEndUint8Test") |
| { |
| Splitter4dDim0EndToEnd<armnn::DataType::QAsymmU8>(clDefaultBackends); |
| } |
| |
| TEST_CASE("ClSplitter4dDim1EndToEndUint8Test") |
| { |
| Splitter4dDim1EndToEnd<armnn::DataType::QAsymmU8>(clDefaultBackends); |
| } |
| |
| TEST_CASE("ClSplitter4dDim2EndToEndUint8Test") |
| { |
| Splitter4dDim2EndToEnd<armnn::DataType::QAsymmU8>(clDefaultBackends); |
| } |
| |
| TEST_CASE("ClSplitter4dDim3EndToEndUint8Test") |
| { |
| Splitter4dDim3EndToEnd<armnn::DataType::QAsymmU8>(clDefaultBackends); |
| } |
| |
| // TransposeConvolution2d |
| TEST_CASE("ClTransposeConvolution2dEndToEndFloatNchwTest") |
| { |
| TransposeConvolution2dEndToEnd<armnn::DataType::Float32, armnn::DataType::Float32>( |
| clDefaultBackends, armnn::DataLayout::NCHW); |
| } |
| |
| TEST_CASE("ClTransposeConvolution2dEndToEndUint8NchwTest") |
| { |
| TransposeConvolution2dEndToEnd<armnn::DataType::QAsymmU8, armnn::DataType::Signed32>( |
| clDefaultBackends, armnn::DataLayout::NCHW); |
| } |
| |
| TEST_CASE("ClTransposeConvolution2dEndToEndFloatNhwcTest") |
| { |
| TransposeConvolution2dEndToEnd<armnn::DataType::Float32, armnn::DataType::Float32>( |
| clDefaultBackends, armnn::DataLayout::NHWC); |
| } |
| |
| TEST_CASE("ClTransposeConvolution2dEndToEndUint8NhwcTest") |
| { |
| TransposeConvolution2dEndToEnd<armnn::DataType::QAsymmU8, armnn::DataType::Signed32>( |
| clDefaultBackends, armnn::DataLayout::NHWC); |
| } |
| |
| TEST_CASE("ClQuantizedLstmEndToEndTest") |
| { |
| QuantizedLstmEndToEnd(clDefaultBackends); |
| } |
| |
| // ArgMinMax |
| TEST_CASE("ClArgMaxSimpleTest") |
| { |
| ArgMaxEndToEndSimple<armnn::DataType::Float32>(clDefaultBackends); |
| } |
| |
| TEST_CASE("ClArgMinSimpleTest") |
| { |
| ArgMinEndToEndSimple<armnn::DataType::Float32>(clDefaultBackends); |
| } |
| |
| TEST_CASE("ClArgMaxAxis0Test") |
| { |
| ArgMaxAxis0EndToEnd<armnn::DataType::Float32>(clDefaultBackends); |
| } |
| |
| TEST_CASE("ClArgMinAxis0Test") |
| { |
| ArgMinAxis0EndToEnd<armnn::DataType::Float32>(clDefaultBackends); |
| } |
| |
| TEST_CASE("ClArgMaxAxis1Test") |
| { |
| ArgMaxAxis1EndToEnd<armnn::DataType::Float32>(clDefaultBackends); |
| } |
| |
| TEST_CASE("ClArgMinAxis1Test") |
| { |
| ArgMinAxis1EndToEnd<armnn::DataType::Float32>(clDefaultBackends); |
| } |
| |
| TEST_CASE("ClArgMaxAxis2Test") |
| { |
| ArgMaxAxis2EndToEnd<armnn::DataType::Float32>(clDefaultBackends); |
| } |
| |
| TEST_CASE("ClArgMinAxis2Test") |
| { |
| ArgMinAxis2EndToEnd<armnn::DataType::Float32>(clDefaultBackends); |
| } |
| |
| TEST_CASE("ClArgMaxAxis3Test") |
| { |
| ArgMaxAxis3EndToEnd<armnn::DataType::Float32>(clDefaultBackends); |
| } |
| |
| TEST_CASE("ClArgMinAxis3Test") |
| { |
| ArgMinAxis3EndToEnd<armnn::DataType::Float32>(clDefaultBackends); |
| } |
| |
| TEST_CASE("ClArgMaxSimpleTestQAsymmU8") |
| { |
| ArgMaxEndToEndSimple<armnn::DataType::QAsymmU8>(clDefaultBackends); |
| } |
| |
| TEST_CASE("ClArgMinSimpleTestQAsymmU8") |
| { |
| ArgMinEndToEndSimple<armnn::DataType::QAsymmU8>(clDefaultBackends); |
| } |
| |
| TEST_CASE("ClArgMaxAxis0TestQAsymmU8") |
| { |
| ArgMaxAxis0EndToEnd<armnn::DataType::QAsymmU8>(clDefaultBackends); |
| } |
| |
| TEST_CASE("ClArgMinAxis0TestQAsymmU8") |
| { |
| ArgMinAxis0EndToEnd<armnn::DataType::QAsymmU8>(clDefaultBackends); |
| } |
| |
| TEST_CASE("ClArgMaxAxis1TestQAsymmU8") |
| { |
| ArgMaxAxis1EndToEnd<armnn::DataType::QAsymmU8>(clDefaultBackends); |
| } |
| |
| TEST_CASE("ClArgMinAxis1TestQAsymmU8") |
| { |
| ArgMinAxis1EndToEnd<armnn::DataType::QAsymmU8>(clDefaultBackends); |
| } |
| |
| TEST_CASE("ClArgMaxAxis2TestQAsymmU8") |
| { |
| ArgMaxAxis2EndToEnd<armnn::DataType::QAsymmU8>(clDefaultBackends); |
| } |
| |
| TEST_CASE("ClArgMinAxis2TestQAsymmU8") |
| { |
| ArgMinAxis2EndToEnd<armnn::DataType::QAsymmU8>(clDefaultBackends); |
| } |
| |
| TEST_CASE("ClArgMaxAxis3TestQAsymmU8") |
| { |
| ArgMaxAxis3EndToEnd<armnn::DataType::QAsymmU8>(clDefaultBackends); |
| } |
| |
| TEST_CASE("ClArgMinAxis3TestQAsymmU8") |
| { |
| ArgMinAxis3EndToEnd<armnn::DataType::QAsymmU8>(clDefaultBackends); |
| } |
| |
| TEST_CASE("ClQLstmEndToEndTest") |
| { |
| QLstmEndToEnd(clDefaultBackends); |
| } |
| |
| TEST_CASE("ClForceImportWithMisalignedInputBuffersEndToEndTest" |
| // Currently, the CL workload for activation does not support tensor handle replacement so this test case |
| // will always fail. |
| * doctest::skip(true)) |
| { |
| ForceImportWithMisalignedInputBuffersEndToEndTest(clDefaultBackends); |
| } |
| |
| TEST_CASE("ClForceImportWithMisalignedOutputBuffersEndToEndTest" |
| // Currently, the CL workload for activation does not support tensor handle replacement so this test case |
| // will always fail. |
| * doctest::skip(true)) |
| { |
| ForceImportWithMisalignedOutputBuffersEndToEndTest(clDefaultBackends); |
| } |
| |
| TEST_CASE("ClForceImportWithMisalignedInputAndOutputBuffersEndToEndTest") |
| { |
| ForceImportWithMisalignedInputAndOutputBuffersEndToEndTest(clDefaultBackends); |
| } |
| |
| } |