| // |
| // Copyright © 2017 Arm Ltd. All rights reserved. |
| // SPDX-License-Identifier: MIT |
| // |
| #include <boost/test/unit_test.hpp> |
| #include "test/TensorHelpers.hpp" |
| #include "LayerTests.hpp" |
| |
| #include "backends/CpuTensorHandle.hpp" |
| #include "backends/ClWorkloadFactory.hpp" |
| #include "backends/ClWorkloads/ClWorkloadUtils.hpp" |
| #include "backends/RefWorkloadFactory.hpp" |
| #include "backends/ClLayerSupport.hpp" |
| #include "ActivationFixture.hpp" |
| #include "ClContextControlFixture.hpp" |
| |
| #include <arm_compute/core/CL/CLKernelLibrary.h> |
| #include <arm_compute/runtime/CL/CLScheduler.h> |
| #include <string> |
| #include <iostream> |
| |
| #include "test/UnitTests.hpp" |
| |
| BOOST_FIXTURE_TEST_SUITE(Compute_ArmComputeCl, ClContextControlFixture) |
| using FactoryType = armnn::ClWorkloadFactory; |
| |
| // ============================================================================ |
| // UNIT tests |
| |
| // Activation |
| ARMNN_AUTO_TEST_CASE(ConstantLinearActivation, ConstantLinearActivationTest) |
| |
| ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta1, SimpleSoftmaxTest, 1.0f) |
| ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta2, SimpleSoftmaxTest, 2.0f) |
| ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta1Uint8, SimpleSoftmaxUint8Test, 1.0f) |
| ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta2Uint8, SimpleSoftmaxUint8Test, 2.0f) |
| |
| ARMNN_AUTO_TEST_CASE(ReLu1Uint8, BoundedReLuUint8UpperAndLowerBoundTest) |
| ARMNN_AUTO_TEST_CASE(ReLu6Uint8, BoundedReLuUint8UpperBoundOnlyTest) |
| |
| // Fully Connected |
| ARMNN_AUTO_TEST_CASE(SimpleFullyConnected, FullyConnectedFloat32Test, false, false) |
| ARMNN_AUTO_TEST_CASE(SimpleFullyConnectedWithBias, FullyConnectedFloat32Test, true, false) |
| ARMNN_AUTO_TEST_CASE(SimpleFullyConnectedWithTranspose, FullyConnectedFloat32Test, false, true) |
| ARMNN_AUTO_TEST_CASE(FullyConnectedUint8, FullyConnectedUint8Test, false) |
| ARMNN_AUTO_TEST_CASE(FullyConnectedBiasedUint8, FullyConnectedUint8Test, true) |
| |
| ARMNN_AUTO_TEST_CASE(FullyConnectedLarge, FullyConnectedLargeTest, false) |
| ARMNN_AUTO_TEST_CASE(FullyConnectedLargeTransposed, FullyConnectedLargeTest, true) |
| |
| // Convolution |
| ARMNN_AUTO_TEST_CASE(SimpleConvolution1d, Convolution1dTest, true) |
| |
| ARMNN_AUTO_TEST_CASE(SimpleConvolution2d, SimpleConvolution2d3x5Test, true) |
| ARMNN_AUTO_TEST_CASE(SimpleConvolution2dSquare, SimpleConvolution2d3x3Test, true) |
| ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x3Uint8, SimpleConvolution2d3x3Uint8Test, true) |
| ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2d, SimpleConvolution2d3x5Test, false) |
| ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2dSquare, SimpleConvolution2d3x3Test, false) |
| ARMNN_AUTO_TEST_CASE(SimpleConvolution2dAsymmetricPadding, Convolution2dAsymmetricPaddingTest) |
| |
| // Depthwise Convolution |
| ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1, DepthwiseConvolution2dDepthMul1Test, true) |
| ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1, DepthwiseConvolution2dDepthMul1Test, false) |
| ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1Uint8, DepthwiseConvolution2dDepthMul1Uint8Test, true) |
| ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1Uint8, DepthwiseConvolution2dDepthMul1Uint8Test, false) |
| |
| ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dAsymmetric, DepthwiseConvolution2dAsymmetricTest, true) |
| ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dAsymmetric, DepthwiseConvolution2dAsymmetricTest, false) |
| |
| // Softmax |
| BOOST_AUTO_TEST_CASE(Softmax4dSupport) |
| { |
| const unsigned int numDimensions = 4u; |
| std::array<unsigned int, numDimensions> dimensionSizes; |
| dimensionSizes.fill(1u); |
| |
| const armnn::TensorInfo inputInfo(numDimensions, &dimensionSizes.front(), armnn::DataType::Float32); |
| const armnn::TensorInfo outputInfo(numDimensions, &dimensionSizes.front(), armnn::DataType::Float32); |
| |
| // 4D Softmax should be reported as unsupported on the CL backend |
| BOOST_TEST(!armnn::IsSoftmaxSupportedCl(inputInfo, outputInfo, armnn::SoftmaxDescriptor())); |
| } |
| |
| // Splitter |
| ARMNN_AUTO_TEST_CASE(SimpleSplitter, SplitterTest) |
| ARMNN_AUTO_TEST_CASE(SimpleSplitterUint8, SplitterUint8Test) |
| |
| ARMNN_AUTO_TEST_CASE(CopyViaSplitter, CopyViaSplitterTest) |
| ARMNN_AUTO_TEST_CASE(CopyViaSplitterUint8, CopyViaSplitterUint8Test) |
| |
| // Merger |
| ARMNN_AUTO_TEST_CASE(SimpleMerger, MergerTest) |
| ARMNN_AUTO_TEST_CASE(MergerUint8, MergerUint8Test) |
| |
| // Pooling |
| ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dSize3x3Stride2x4, SimpleMaxPooling2dSize3x3Stride2x4Test, true) |
| ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dSize3x3Stride2x4Uint8, SimpleMaxPooling2dSize3x3Stride2x4Uint8Test, true) |
| |
| ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleMaxPooling2d, IgnorePaddingSimpleMaxPooling2dTest) |
| ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleMaxPooling2dUint8, IgnorePaddingSimpleMaxPooling2dUint8Test) |
| ARMNN_AUTO_TEST_CASE(IgnorePaddingMaxPooling2dSize3, IgnorePaddingMaxPooling2dSize3Test) |
| ARMNN_AUTO_TEST_CASE(IgnorePaddingMaxPooling2dSize3Uint8, IgnorePaddingMaxPooling2dSize3Uint8Test) |
| |
| ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2d, IgnorePaddingSimpleAveragePooling2dTest) |
| ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2dUint8, IgnorePaddingSimpleAveragePooling2dUint8Test) |
| ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2dNoPadding, IgnorePaddingSimpleAveragePooling2dNoPaddingTest) |
| ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2dNoPaddingUint8, |
| IgnorePaddingSimpleAveragePooling2dNoPaddingUint8Test) |
| ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3, IgnorePaddingAveragePooling2dSize3Test) |
| ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3Uint8, IgnorePaddingAveragePooling2dSize3Uint8Test) |
| |
| ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleL2Pooling2d, IgnorePaddingSimpleL2Pooling2dTest) |
| ARMNN_AUTO_TEST_CASE(UNSUPPORTED_IgnorePaddingSimpleL2Pooling2dUint8, IgnorePaddingSimpleL2Pooling2dUint8Test) |
| ARMNN_AUTO_TEST_CASE(IgnorePaddingL2Pooling2dSize3, IgnorePaddingL2Pooling2dSize3Test) |
| ARMNN_AUTO_TEST_CASE(UNSUPPORTED_IgnorePaddingL2Pooling2dSize3Uint8, IgnorePaddingL2Pooling2dSize3Uint8Test) |
| |
| ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2d, SimpleAveragePooling2dTest) |
| ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2dUint8, SimpleAveragePooling2dUint8Test) |
| ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3x2Stride2x2, |
| IgnorePaddingAveragePooling2dSize3x2Stride2x2Test, |
| false) |
| ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3x2Stride2x2NoPadding, |
| IgnorePaddingAveragePooling2dSize3x2Stride2x2Test, |
| true) |
| ARMNN_AUTO_TEST_CASE(LargeTensorsAveragePooling2d, LargeTensorsAveragePooling2dTest) |
| ARMNN_AUTO_TEST_CASE(LargeTensorsAveragePooling2dUint8, LargeTensorsAveragePooling2dUint8Test) |
| |
| ARMNN_AUTO_TEST_CASE(SimpleL2Pooling2d, SimpleL2Pooling2dTest) |
| ARMNN_AUTO_TEST_CASE(UNSUPPORTED_SimpleL2Pooling2dUint8, SimpleL2Pooling2dUint8Test) |
| ARMNN_AUTO_TEST_CASE(L2Pooling2dSize3Stride1, L2Pooling2dSize3Stride1Test) |
| ARMNN_AUTO_TEST_CASE(UNSUPPORTED_L2Pooling2dSize3Stride1Uint8, L2Pooling2dSize3Stride1Uint8Test) |
| ARMNN_AUTO_TEST_CASE(L2Pooling2dSize3Stride3, L2Pooling2dSize3Stride3Test) |
| ARMNN_AUTO_TEST_CASE(UNSUPPORTED_L2Pooling2dSize3Stride3Uint8, L2Pooling2dSize3Stride3Uint8Test) |
| ARMNN_AUTO_TEST_CASE(L2Pooling2dSize3Stride4, L2Pooling2dSize3Stride4Test) |
| ARMNN_AUTO_TEST_CASE(UNSUPPORTED_L2Pooling2dSize3Stride4Uint8, L2Pooling2dSize3Stride4Uint8Test) |
| ARMNN_AUTO_TEST_CASE(L2Pooling2dSize7, L2Pooling2dSize7Test) |
| ARMNN_AUTO_TEST_CASE(UNSUPPORTED_L2Pooling2dSize7Uint8, L2Pooling2dSize7Uint8Test) |
| ARMNN_AUTO_TEST_CASE(L2Pooling2dSize9, L2Pooling2dSize9Test) |
| ARMNN_AUTO_TEST_CASE(UNSUPPORTED_L2Pooling2dSize9Uint8, L2Pooling2dSize9Uint8Test) |
| |
| // Add |
| ARMNN_AUTO_TEST_CASE(SimpleAdd, AdditionTest) |
| ARMNN_AUTO_TEST_CASE(AddBroadcast1Element, AdditionBroadcast1ElementTest) |
| ARMNN_AUTO_TEST_CASE(AddBroadcast, AdditionBroadcastTest) |
| |
| ARMNN_AUTO_TEST_CASE(AdditionUint8, AdditionUint8Test) |
| ARMNN_AUTO_TEST_CASE(AddBroadcastUint8, AdditionBroadcastUint8Test) |
| ARMNN_AUTO_TEST_CASE(AddBroadcast1ElementUint8, AdditionBroadcast1ElementUint8Test) |
| |
| // Sub |
| ARMNN_AUTO_TEST_CASE(SimpleSub, SubtractionTest) |
| |
| // Div |
| ARMNN_AUTO_TEST_CASE(SimpleDivision, DivisionTest) |
| ARMNN_AUTO_TEST_CASE(DivisionByZero, DivisionByZeroTest) |
| ARMNN_AUTO_TEST_CASE(DivisionBroadcast1Element, DivisionBroadcast1ElementTest) |
| ARMNN_AUTO_TEST_CASE(DivisionBroadcast1DVector, DivisionBroadcast1DVectorTest) |
| // NOTE: quantized division is not supported by CL and not required by the |
| // android NN api |
| |
| // Mul |
| ARMNN_AUTO_TEST_CASE(SimpleMultiplication, MultiplicationTest) |
| ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1Element, MultiplicationBroadcast1ElementTest) |
| ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1DVector, MultiplicationBroadcast1DVectorTest) |
| |
| // Batch Norm |
| ARMNN_AUTO_TEST_CASE(BatchNorm, BatchNormTest) |
| |
| ARMNN_AUTO_TEST_CASE(L2Normalization1d, L2Normalization1dTest) |
| ARMNN_AUTO_TEST_CASE(L2Normalization2d, L2Normalization2dTest) |
| ARMNN_AUTO_TEST_CASE(L2Normalization3d, L2Normalization3dTest) |
| ARMNN_AUTO_TEST_CASE(L2Normalization4d, L2Normalization4dTest) |
| |
| // Resize Bilinear |
| ARMNN_AUTO_TEST_CASE(SimpleResizeBilinear, SimpleResizeBilinearTest) |
| ARMNN_AUTO_TEST_CASE(ResizeBilinearNop, ResizeBilinearNopTest) |
| ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMin, ResizeBilinearSqMinTest) |
| ARMNN_AUTO_TEST_CASE(ResizeBilinearMin, ResizeBilinearMinTest) |
| ARMNN_AUTO_TEST_CASE(ResizeBilinearMag, ResizeBilinearMagTest) |
| |
| // Constant |
| ARMNN_AUTO_TEST_CASE(Constant, ConstantTest) |
| ARMNN_AUTO_TEST_CASE(ConstantUint8, ConstantTestUint8) |
| |
| // Concat |
| ARMNN_AUTO_TEST_CASE(Concatenation1d, Concatenation1dTest) |
| ARMNN_AUTO_TEST_CASE(Concatenation1dUint8, Concatenation1dUint8Test) |
| |
| ARMNN_AUTO_TEST_CASE(Concatenation2dDim0, Concatenation2dDim0Test) |
| ARMNN_AUTO_TEST_CASE(Concatenation2dDim0Uint8, Concatenation2dDim0Uint8Test) |
| ARMNN_AUTO_TEST_CASE(Concatenation2dDim1, Concatenation2dDim1Test) |
| ARMNN_AUTO_TEST_CASE(Concatenation2dDim1Uint8, Concatenation2dDim1Uint8Test) |
| |
| ARMNN_AUTO_TEST_CASE(Concatenation2dDim0DiffInputDims, Concatenation2dDim0DiffInputDimsTest) |
| ARMNN_AUTO_TEST_CASE(Concatenation2dDim0DiffInputDimsUint8, Concatenation2dDim0DiffInputDimsUint8Test) |
| ARMNN_AUTO_TEST_CASE(Concatenation2dDim1DiffInputDims, Concatenation2dDim1DiffInputDimsTest) |
| ARMNN_AUTO_TEST_CASE(Concatenation2dDim1DiffInputDimsUint8, Concatenation2dDim1DiffInputDimsUint8Test) |
| |
| ARMNN_AUTO_TEST_CASE(Concatenation3dDim0, Concatenation3dDim0Test) |
| ARMNN_AUTO_TEST_CASE(Concatenation3dDim0Uint8, Concatenation3dDim0Uint8Test) |
| ARMNN_AUTO_TEST_CASE(Concatenation3dDim1, Concatenation3dDim1Test) |
| ARMNN_AUTO_TEST_CASE(Concatenation3dDim1Uint8, Concatenation3dDim1Uint8Test) |
| ARMNN_AUTO_TEST_CASE(Concatenation3dDim2, Concatenation3dDim2Test) |
| ARMNN_AUTO_TEST_CASE(Concatenation3dDim2Uint8, Concatenation3dDim2Uint8Test) |
| |
| ARMNN_AUTO_TEST_CASE(Concatenation3dDim0DiffInputDims, Concatenation3dDim0DiffInputDimsTest) |
| ARMNN_AUTO_TEST_CASE(Concatenation3dDim0DiffInputDimsUint8, Concatenation3dDim0DiffInputDimsUint8Test) |
| ARMNN_AUTO_TEST_CASE(Concatenation3dDim1DiffInputDims, Concatenation3dDim1DiffInputDimsTest) |
| ARMNN_AUTO_TEST_CASE(Concatenation3dDim1DiffInputDimsUint8, Concatenation3dDim1DiffInputDimsUint8Test) |
| ARMNN_AUTO_TEST_CASE(Concatenation3dDim2DiffInputDims, Concatenation3dDim2DiffInputDimsTest) |
| ARMNN_AUTO_TEST_CASE(Concatenation3dDim2DiffInputDimsUint8, Concatenation3dDim2DiffInputDimsUint8Test) |
| |
| // Floor |
| ARMNN_AUTO_TEST_CASE(SimpleFloor, SimpleFloorTest) |
| |
| // Reshape |
| ARMNN_AUTO_TEST_CASE(SimpleReshapeFloat32, SimpleReshapeFloat32Test) |
| ARMNN_AUTO_TEST_CASE(SimpleReshapeUint8, SimpleReshapeUint8Test) |
| |
| // Permute |
| ARMNN_AUTO_TEST_CASE(SimplePermuteFloat32, SimplePermuteFloat32Test) |
| ARMNN_AUTO_TEST_CASE(SimplePermuteUint8, SimplePermuteUint8Test) |
| ARMNN_AUTO_TEST_CASE(PermuteFloat32ValueSet1, PermuteFloat32ValueSet1Test) |
| ARMNN_AUTO_TEST_CASE(PermuteFloat32ValueSet2, PermuteFloat32ValueSet2Test) |
| ARMNN_AUTO_TEST_CASE(PermuteFloat32ValueSet3, PermuteFloat32ValueSet3Test) |
| |
| // Lstm |
| ARMNN_AUTO_TEST_CASE(LstmLayerFloat32WithCifgWithPeepholeNoProjection, |
| LstmLayerFloat32WithCifgWithPeepholeNoProjectionTest) |
| ARMNN_AUTO_TEST_CASE(LstmLayerFloat32NoCifgNoPeepholeNoProjection, |
| LstmLayerFloat32NoCifgNoPeepholeNoProjectionTest) |
| ARMNN_AUTO_TEST_CASE(LstmLayerFloat32NoCifgWithPeepholeWithProjection, |
| LstmLayerFloat32NoCifgWithPeepholeWithProjectionTest) |
| |
| // Convert from Float16 to Float32 |
| ARMNN_AUTO_TEST_CASE(SimpleConvertFp16ToFp32, SimpleConvertFp16ToFp32Test) |
| // Convert from Float32 to Float16 |
| ARMNN_AUTO_TEST_CASE(SimpleConvertFp32ToFp16, SimpleConvertFp32ToFp16Test) |
| |
| // ============================================================================ |
| // COMPARE tests |
| |
| ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareConv2dWithReference, CompareConvolution2dTest) |
| |
| ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareDepthwiseConv2dWithReferenceFloat32, CompareDepthwiseConvolution2dTest<float>) |
| ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareDepthwiseConv2dWithReferenceUint8, CompareDepthwiseConvolution2dTest<uint8_t>) |
| |
| ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareNormalizationWithinWithReference, CompareNormalizationTest, |
| armnn::NormalizationAlgorithmChannel::Within, |
| armnn::NormalizationAlgorithmMethod::LocalBrightness) |
| ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareNormalizationAcrossWithReference, CompareNormalizationTest, |
| armnn::NormalizationAlgorithmChannel::Across, |
| armnn::NormalizationAlgorithmMethod::LocalBrightness) |
| |
| ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareSoftmaxBeta1WithReference, CompareSoftmaxTest, 1.0f) |
| ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareSoftmaxBeta2WithReference, CompareSoftmaxTest, 2.0f) |
| ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareSoftmaxUint8, CompareSoftmaxUint8Test, 1.0f) |
| |
| ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareMaxPooling2dWithRef, ComparePooling2dTest, armnn::PoolingAlgorithm::Max) |
| |
| ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareAveragePooling2dWithRef, ComparePooling2dTest, armnn::PoolingAlgorithm::Average) |
| ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareAveragePooling2dWithRefUint8, ComparePooling2dUint8Test, |
| armnn::PoolingAlgorithm::Average) |
| |
| ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareL2Pooling2dWithRef, ComparePooling2dTest, armnn::PoolingAlgorithm::L2) |
| |
| ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareAddition, CompareAdditionTest) |
| |
| ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareMultiplicationWithRef, CompareMultiplicationTest) |
| |
| ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareBatchNorm, CompareBatchNormTest) |
| |
| ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareReLu1, CompareBoundedReLuTest, 1.0f, -1.0f) |
| ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareReLu6, CompareBoundedReLuTest, 6.0f, 0.0f) |
| |
| // ============================================================================ |
| // FIXTURE tests |
| |
| ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareSigmoidActivationWithReference, ActivationFixture, |
| CompareActivationTest, armnn::ActivationFunction::Sigmoid, 5u) |
| |
| ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareTanhActivationWithReference, ActivationFixture, |
| CompareActivationTest, armnn::ActivationFunction::TanH, 5u) |
| |
| ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareLinearActivationWithReference, ActivationFixture, |
| CompareActivationTest, armnn::ActivationFunction::Linear, 5u) |
| |
| ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareReLuActivationWithReference, ActivationFixture, |
| CompareActivationTest, armnn::ActivationFunction::ReLu, 5u) |
| |
| ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareBoundedReLuActivationWithReference, ActivationFixture, |
| CompareActivationTest, armnn::ActivationFunction::BoundedReLu, 5u) |
| ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareBoundedReLuActivationWithReferenceUint8, ActivationFixture, |
| CompareActivationUint8Test, armnn::ActivationFunction::BoundedReLu) |
| |
| ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareSoftReLuActivationWithReference, ActivationFixture, |
| CompareActivationTest, armnn::ActivationFunction::SoftReLu, 5u) |
| |
| ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareLeakyReLuActivationWithReference, ActivationFixture, |
| CompareActivationTest, armnn::ActivationFunction::LeakyReLu, 5u) |
| |
| ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareAbsActivationWithReference, ActivationFixture, |
| CompareActivationTest, armnn::ActivationFunction::Abs, 5u) |
| |
| ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareSqrtActivationWithReference, PositiveActivationFixture, |
| CompareActivationTest, armnn::ActivationFunction::Sqrt, 5u) |
| |
| ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareSquareActivationWithReference, ActivationFixture, |
| CompareActivationTest, armnn::ActivationFunction::Square, 5u) |
| |
| BOOST_AUTO_TEST_SUITE_END() |
