| // |
| // Copyright © 2017 Arm Ltd. All rights reserved. |
| // SPDX-License-Identifier: MIT |
| // |
| |
| #include "ClContextControlFixture.hpp" |
| #include "ClWorkloadFactoryHelper.hpp" |
| |
| #include "test/TensorHelpers.hpp" |
| #include "test/UnitTests.hpp" |
| |
| #include <cl/ClLayerSupport.hpp> |
| #include <cl/ClWorkloadFactory.hpp> |
| #include <cl/workloads/ClWorkloadUtils.hpp> |
| |
| #include <backendsCommon/test/ActivationFixture.hpp> |
| #include <backendsCommon/test/LayerTests.hpp> |
| |
| #include <arm_compute/core/CL/CLKernelLibrary.h> |
| #include <arm_compute/runtime/CL/CLScheduler.h> |
| |
| #include <boost/test/unit_test.hpp> |
| |
| #include <iostream> |
| #include <string> |
| |
| BOOST_FIXTURE_TEST_SUITE(Compute_ArmComputeCl, ClContextControlFixture) |
| |
| using namespace armnn; |
| |
| using FactoryType = ClWorkloadFactory; |
| |
| // ============================================================================ |
| // UNIT tests |
| |
| // Activation |
| ARMNN_AUTO_TEST_CASE(ConstantLinearActivation, ConstantLinearActivationTest) |
| |
| ARMNN_AUTO_TEST_CASE(ReLu1Uint8, BoundedReLuUint8UpperAndLowerBoundTest) |
| ARMNN_AUTO_TEST_CASE(ReLu6Uint8, BoundedReLuUint8UpperBoundOnlyTest) |
| |
| ARMNN_AUTO_TEST_CASE(Logistic, SimpleSigmoidTest) |
| ARMNN_AUTO_TEST_CASE(LogisticUint8, SimpleSigmoidUint8Test) |
| |
| // Batch To Space |
| ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat321, BatchToSpaceNdNhwcTest1<DataType::Float32>) |
| ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat322, BatchToSpaceNdNhwcTest2<DataType::Float32>) |
| ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat323, BatchToSpaceNdNhwcTest3<DataType::Float32>) |
| |
| ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat321, BatchToSpaceNdNchwTest1<DataType::Float32>) |
| ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat322, BatchToSpaceNdNchwTest2<DataType::Float32>) |
| ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat323, BatchToSpaceNdNchwTest3<DataType::Float32>) |
| |
| ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint1, BatchToSpaceNdNhwcTest1<DataType::QuantisedAsymm8>) |
| ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint2, BatchToSpaceNdNhwcTest2<DataType::QuantisedAsymm8>) |
| ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint3, BatchToSpaceNdNhwcTest3<DataType::QuantisedAsymm8>) |
| |
| ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint1, BatchToSpaceNdNchwTest1<DataType::QuantisedAsymm8>) |
| ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint2, BatchToSpaceNdNchwTest2<DataType::QuantisedAsymm8>) |
| ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint3, BatchToSpaceNdNchwTest3<DataType::QuantisedAsymm8>) |
| |
| // 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, FullyConnectedTest<DataType::QuantisedAsymm8>, false) |
| ARMNN_AUTO_TEST_CASE(FullyConnectedBiasedUint8, FullyConnectedTest<DataType::QuantisedAsymm8>, 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, DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE(SimpleConvolution2dNhwc, SimpleConvolution2d3x5Test, true, DataLayout::NHWC) |
| ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x3Uint8, SimpleConvolution2d3x3Uint8Test, true, DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x3Uint8Nhwc, SimpleConvolution2d3x3Uint8Test, true, DataLayout::NHWC) |
| ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2d, SimpleConvolution2d3x5Test, false, DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2dNhwc, SimpleConvolution2d3x5Test, false, DataLayout::NHWC) |
| ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2dStride2x2Nhwc, |
| SimpleConvolution2d3x3Stride2x2Test, false, DataLayout::NHWC) |
| |
| ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2dSquare, SimpleConvolution2d3x3Test, false, DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE(SimpleConvolution2dAsymmetricPadding, Convolution2dAsymmetricPaddingTest, DataLayout::NCHW) |
| |
| ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2dSquareNhwc, SimpleConvolution2d3x3Test, false, DataLayout::NHWC) |
| ARMNN_AUTO_TEST_CASE(SimpleConvolution2dAsymmetricPaddingNhwc, |
| Convolution2dAsymmetricPaddingTest, |
| DataLayout::NHWC) |
| |
| ARMNN_AUTO_TEST_CASE(SimpleConvolution2dSquareNhwc, SimpleConvolution2d3x3NhwcTest, false) |
| |
| ARMNN_AUTO_TEST_CASE(Convolution2d3x3Dilation3x3, |
| Convolution2d3x3Dilation3x3Test<DataType::Float32, DataType::Float32>, |
| false, |
| DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE(Convolution2d3x3Dilation3x3Nhwc, |
| Convolution2d3x3Dilation3x3Test<DataType::Float32, DataType::Float32>, |
| false, |
| DataLayout::NHWC) |
| ARMNN_AUTO_TEST_CASE(Convolution2d3x3Dilation3x3Uint8, |
| Convolution2d3x3Dilation3x3Test<DataType::QuantisedAsymm8, DataType::Signed32>, |
| false, |
| DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE(Convolution2d3x3Dilation3x3NhwcUint8, |
| Convolution2d3x3Dilation3x3Test<DataType::QuantisedAsymm8, DataType::Signed32>, |
| false, |
| DataLayout::NHWC) |
| ARMNN_AUTO_TEST_CASE(Convolution2d2x3x3Dilation3x3, |
| Convolution2d2x3x3Dilation3x3Test<DataType::Float32, DataType::Float32>, |
| false, |
| DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE(Convolution2d2x3x3Dilation3x3Nhwc, |
| Convolution2d2x3x3Dilation3x3Test<DataType::Float32, DataType::Float32>, |
| false, |
| DataLayout::NHWC) |
| ARMNN_AUTO_TEST_CASE(Convolution2d2x3x3Dilation3x3Uint8, |
| Convolution2d2x3x3Dilation3x3Test<DataType::QuantisedAsymm8, DataType::Signed32>, |
| false, |
| DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE(Convolution2d2x3x3Dilation3x3NhwcUint8, |
| Convolution2d2x3x3Dilation3x3Test<DataType::QuantisedAsymm8, DataType::Signed32>, |
| false, |
| DataLayout::NHWC) |
| ARMNN_AUTO_TEST_CASE(Convolution2d2x2Dilation2x2Padding2x2Stride3x3, |
| Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test<DataType::Float32, DataType::Float32>, |
| false, |
| DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE(Convolution2d2x2Dilation2x2Padding2x2Stride3x3Nhwc, |
| Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test<DataType::Float32, DataType::Float32>, |
| false, |
| DataLayout::NHWC) |
| ARMNN_AUTO_TEST_CASE(Convolution2d2x2Dilation2x2Padding2x2Stride3x3Uint8, |
| Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test<DataType::QuantisedAsymm8, DataType::Signed32>, |
| false, |
| DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE(Convolution2d2x2Dilation2x2Padding2x2Stride3x3NhwcUint8, |
| Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test<DataType::QuantisedAsymm8, DataType::Signed32>, |
| false, |
| DataLayout::NHWC) |
| |
| // Depthwise Convolution |
| ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1, |
| DepthwiseConvolution2dDepthMul1Test, true, DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1, |
| DepthwiseConvolution2dDepthMul1Test, false, DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1Uint8, |
| DepthwiseConvolution2dDepthMul1Uint8Test, true, DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1Uint8, |
| DepthwiseConvolution2dDepthMul1Uint8Test, false, DataLayout::NCHW) |
| |
| // NHWC Depthwise Convolution |
| ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1Nhwc, |
| DepthwiseConvolution2dDepthMul1Test, true, DataLayout::NHWC) |
| ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1Nhwc, |
| DepthwiseConvolution2dDepthMul1Test, false, DataLayout::NHWC) |
| ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1Uint8Nhwc, |
| DepthwiseConvolution2dDepthMul1Uint8Test, true, DataLayout::NHWC) |
| ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1Uint8Nhwc, |
| DepthwiseConvolution2dDepthMul1Uint8Test, false, DataLayout::NHWC) |
| ARMNN_AUTO_TEST_CASE(SimpleDepthwiseConvolution2d3x3Dilation3x3Nhwc, |
| SimpleDepthwiseConvolution2d3x3Dilation3x3NhwcTest) |
| |
| |
| ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthNhwc, DepthwiseConvolution2dDepthNhwcTest, false) |
| |
| ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dAsymmetric, |
| DepthwiseConvolution2dAsymmetricTest, true, DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dAsymmetric, |
| DepthwiseConvolution2dAsymmetricTest, false, DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dAsymmetricNhwc, |
| DepthwiseConvolution2dAsymmetricTest, true, DataLayout::NHWC) |
| ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dAsymmetricNhwc, |
| DepthwiseConvolution2dAsymmetricTest, false, DataLayout::NHWC) |
| |
| ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul64, DepthwiseConvolution2dDepthMul64Test); |
| |
| // Splitter |
| ARMNN_AUTO_TEST_CASE(SimpleSplitterFloat32, SplitterFloat32Test) |
| ARMNN_AUTO_TEST_CASE(SimpleSplitterUint8, SplitterUint8Test) |
| |
| ARMNN_AUTO_TEST_CASE(CopyViaSplitterFloat32, CopyViaSplitterFloat32Test) |
| ARMNN_AUTO_TEST_CASE(CopyViaSplitterUint8, CopyViaSplitterUint8Test) |
| |
| // Concat |
| ARMNN_AUTO_TEST_CASE(SimpleConcat, ConcatTest) |
| ARMNN_AUTO_TEST_CASE(ConcatUint8, ConcatUint8Test) |
| ARMNN_AUTO_TEST_CASE(ConcatUint8DifferentInputOutputQParam, |
| ConcatDifferentInputOutputQParamTest<DataType::QuantisedAsymm8>, false) |
| |
| // Normalization |
| ARMNN_AUTO_TEST_CASE(SimpleNormalizationAcross, SimpleNormalizationAcrossTest) |
| ARMNN_AUTO_TEST_CASE(SimpleNormalizationWithin, SimpleNormalizationWithinTest) |
| ARMNN_AUTO_TEST_CASE(SimpleNormalizationAcrossNhwc, SimpleNormalizationAcrossNhwcTest) |
| |
| // 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(SimpleMaxPooling2d, SimpleMaxPooling2dTest, DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dNhwc, SimpleMaxPooling2dTest, DataLayout::NHWC) |
| ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dUint8, SimpleMaxPooling2dUint8Test, DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dUint8Nhwc, SimpleMaxPooling2dUint8Test, DataLayout::NHWC) |
| |
| ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2d, SimpleAveragePooling2dTest, DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2dNhwc, SimpleAveragePooling2dTest, DataLayout::NHWC) |
| ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2dUint8, SimpleAveragePooling2dUint8Test, DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2dUint8Nhwc, SimpleAveragePooling2dUint8Test, DataLayout::NHWC) |
| |
| 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, DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE(SimpleL2Pooling2dNhwc, SimpleL2Pooling2dTest, DataLayout::NHWC) |
| ARMNN_AUTO_TEST_CASE(UNSUPPORTED_SimpleL2Pooling2dUint8, SimpleL2Pooling2dUint8Test, DataLayout::NCHW) |
| |
| 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(Add5d, Addition5dTest) |
| 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) |
| ARMNN_AUTO_TEST_CASE(SubBroadcast1Element, SubtractionBroadcast1ElementTest) |
| ARMNN_AUTO_TEST_CASE(SubBroadcast, SubtractionBroadcastTest) |
| |
| ARMNN_AUTO_TEST_CASE(SubtractionUint8, SubtractionUint8Test) |
| ARMNN_AUTO_TEST_CASE(SubBroadcastUint8, SubtractionBroadcastUint8Test) |
| ARMNN_AUTO_TEST_CASE(SubBroadcast1ElementUint8, SubtractionBroadcast1ElementUint8Test) |
| |
| // 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) |
| ARMNN_AUTO_TEST_CASE(MultiplicationUint8, MultiplicationUint8Test) |
| ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1ElementUint8, MultiplicationBroadcast1ElementUint8Test) |
| ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1DVectorUint8, MultiplicationBroadcast1DVectorUint8Test) |
| ARMNN_AUTO_TEST_CASE(Multiplication5d, Multiplication5dTest) |
| |
| // Batch Norm |
| ARMNN_AUTO_TEST_CASE(BatchNormFloat32, BatchNormFloat32Test) |
| ARMNN_AUTO_TEST_CASE(BatchNormFloat32Nhwc, BatchNormFloat32NhwcTest) |
| |
| // L2 Normalization |
| ARMNN_AUTO_TEST_CASE(L2Normalization1d, L2Normalization1dTest, DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE(L2Normalization2d, L2Normalization2dTest, DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE(L2Normalization3d, L2Normalization3dTest, DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE(L2Normalization4d, L2Normalization4dTest, DataLayout::NCHW) |
| |
| ARMNN_AUTO_TEST_CASE(L2Normalization1dNhwc, L2Normalization1dTest, DataLayout::NHWC) |
| ARMNN_AUTO_TEST_CASE(L2Normalization2dNhwc, L2Normalization2dTest, DataLayout::NHWC) |
| ARMNN_AUTO_TEST_CASE(L2Normalization3dNhwc, L2Normalization3dTest, DataLayout::NHWC) |
| ARMNN_AUTO_TEST_CASE(L2Normalization4dNhwc, L2Normalization4dTest, DataLayout::NHWC) |
| |
| ARMNN_AUTO_TEST_CASE(L2Normalization2dShape, L2Normalization2dShapeTest); |
| |
| ARMNN_AUTO_TEST_CASE(L2NormalizationDefaultEpsilon, L2NormalizationDefaultEpsilonTest, DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE(L2NormalizationNonDefaultEpsilon, L2NormalizationNonDefaultEpsilonTest, DataLayout::NCHW) |
| |
| // Constant |
| ARMNN_AUTO_TEST_CASE(Constant, ConstantTest) |
| ARMNN_AUTO_TEST_CASE(ConstantUint8, ConstantUint8SimpleQuantizationScaleNoOffsetTest) |
| |
| // Concat |
| ARMNN_AUTO_TEST_CASE(Concat1d, Concat1dTest) |
| ARMNN_AUTO_TEST_CASE(Concat1dUint8, Concat1dUint8Test) |
| |
| ARMNN_AUTO_TEST_CASE(Concat2dDim0, Concat2dDim0Test) |
| ARMNN_AUTO_TEST_CASE(Concat2dDim0Uint8, Concat2dDim0Uint8Test) |
| ARMNN_AUTO_TEST_CASE(Concat2dDim1, Concat2dDim1Test) |
| ARMNN_AUTO_TEST_CASE(Concat2dDim1Uint8, Concat2dDim1Uint8Test) |
| |
| ARMNN_AUTO_TEST_CASE(Concat2dDim0DiffInputDims, Concat2dDim0DiffInputDimsTest) |
| ARMNN_AUTO_TEST_CASE(Concat2dDim0DiffInputDimsUint8, Concat2dDim0DiffInputDimsUint8Test) |
| ARMNN_AUTO_TEST_CASE(Concat2dDim1DiffInputDims, Concat2dDim1DiffInputDimsTest) |
| ARMNN_AUTO_TEST_CASE(Concat2dDim1DiffInputDimsUint8, Concat2dDim1DiffInputDimsUint8Test) |
| |
| ARMNN_AUTO_TEST_CASE(Concat3dDim0, Concat3dDim0Test) |
| ARMNN_AUTO_TEST_CASE(Concat3dDim0Uint8, Concat3dDim0Uint8Test) |
| ARMNN_AUTO_TEST_CASE(Concat3dDim1, Concat3dDim1Test) |
| ARMNN_AUTO_TEST_CASE(Concat3dDim1Uint8, Concat3dDim1Uint8Test) |
| ARMNN_AUTO_TEST_CASE(Concat3dDim2, Concat3dDim2Test, false) |
| ARMNN_AUTO_TEST_CASE(Concat3dDim2Uint8, Concat3dDim2Uint8Test, false) |
| |
| ARMNN_AUTO_TEST_CASE(Concat3dDim0DiffInputDims, Concat3dDim0DiffInputDimsTest) |
| ARMNN_AUTO_TEST_CASE(Concat3dDim0DiffInputDimsUint8, Concat3dDim0DiffInputDimsUint8Test) |
| ARMNN_AUTO_TEST_CASE(Concat3dDim1DiffInputDims, Concat3dDim1DiffInputDimsTest) |
| ARMNN_AUTO_TEST_CASE(Concat3dDim1DiffInputDimsUint8, Concat3dDim1DiffInputDimsUint8Test) |
| ARMNN_AUTO_TEST_CASE(Concat3dDim2DiffInputDims, Concat3dDim2DiffInputDimsTest, false) |
| ARMNN_AUTO_TEST_CASE(Concat3dDim2DiffInputDimsUint8, Concat3dDim2DiffInputDimsUint8Test, false) |
| |
| ARMNN_AUTO_TEST_CASE(Concat4dDim0, Concat4dDim0Test) |
| ARMNN_AUTO_TEST_CASE(Concat4dDim1, Concat4dDim1Test) |
| ARMNN_AUTO_TEST_CASE(Concat4dDim3, Concat4dDim3Test, false) |
| ARMNN_AUTO_TEST_CASE(Concat4dDim0Uint8, Concat4dDim0Uint8Test) |
| ARMNN_AUTO_TEST_CASE(Concat4dDim1Uint8, Concat4dDim1Uint8Test) |
| ARMNN_AUTO_TEST_CASE(Concat4dDim3Uint8, Concat4dDim3Uint8Test, false) |
| |
| ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim0, Concat4dDiffShapeDim0Test) |
| ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim1, Concat4dDiffShapeDim1Test) |
| ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim3, Concat4dDiffShapeDim3Test, false) |
| ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim0Uint8, Concat4dDiffShapeDim0Uint8Test) |
| ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim1Uint8, Concat4dDiffShapeDim1Uint8Test) |
| ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim3Uint8, Concat4dDiffShapeDim3Uint8Test, false) |
| |
| // Floor |
| ARMNN_AUTO_TEST_CASE(SimpleFloor, SimpleFloorTest<DataType::Float32>) |
| |
| // Reshape |
| ARMNN_AUTO_TEST_CASE(SimpleReshapeFloat32, SimpleReshapeTest<DataType::Float32>) |
| ARMNN_AUTO_TEST_CASE(SimpleReshapeUint8, SimpleReshapeTest<DataType::QuantisedAsymm8>) |
| ARMNN_AUTO_TEST_CASE(Reshape5d, Reshape5dTest<DataType::Float32>) |
| |
| // Pad |
| ARMNN_AUTO_TEST_CASE(PadFloat322d, PadFloat322dTest) |
| ARMNN_AUTO_TEST_CASE(PadFloat322dCustomPadding, PadFloat322dCustomPaddingTest) |
| ARMNN_AUTO_TEST_CASE(PadFloat323d, PadFloat323dTest) |
| ARMNN_AUTO_TEST_CASE(PadFloat324d, PadFloat324dTest) |
| |
| ARMNN_AUTO_TEST_CASE(PadUint82d, PadUint82dTest) |
| ARMNN_AUTO_TEST_CASE(PadUint82dCustomPadding, PadUint82dCustomPaddingTest) |
| ARMNN_AUTO_TEST_CASE(PadUint83d, PadUint83dTest) |
| ARMNN_AUTO_TEST_CASE(PadUint84d, PadUint84dTest) |
| |
| ARMNN_AUTO_TEST_CASE(Pad2dQSymm16, Pad2dTestCommon<DataType::QuantisedSymm16>, 2.0f, 0, 0.0f) |
| ARMNN_AUTO_TEST_CASE(Pad2dQSymm16CustomPadding, Pad2dTestCommon<DataType::QuantisedSymm16>, 2.0f, 0, 1.0f) |
| ARMNN_AUTO_TEST_CASE(Pad3dQSymm16, Pad3dTestCommon<DataType::QuantisedSymm16>, 2.0f, 0) |
| ARMNN_AUTO_TEST_CASE(Pad4dQSymm16, Pad4dTestCommon<DataType::QuantisedSymm16>, 2.0f, 0) |
| |
| // PReLU |
| ARMNN_AUTO_TEST_CASE(PreluFloat32, PreluTest<DataType::Float32>) |
| ARMNN_AUTO_TEST_CASE(PreluUint8, PreluTest<DataType::QuantisedAsymm8>) |
| |
| // Permute |
| ARMNN_AUTO_TEST_CASE(SimplePermuteFloat32, SimplePermuteTest<DataType::Float32>) |
| ARMNN_AUTO_TEST_CASE(PermuteFloat32ValueSet1Test, PermuteValueSet1Test<DataType::Float32>) |
| ARMNN_AUTO_TEST_CASE(PermuteFloat32ValueSet2Test, PermuteValueSet2Test<DataType::Float32>) |
| ARMNN_AUTO_TEST_CASE(PermuteFloat32ValueSet3Test, PermuteValueSet3Test<DataType::Float32>) |
| ARMNN_AUTO_TEST_CASE(SimplePermuteQASymm8, SimplePermuteTest<DataType::QuantisedAsymm8>) |
| ARMNN_AUTO_TEST_CASE(PermuteQASymm8ValueSet1Test, PermuteValueSet1Test<DataType::QuantisedAsymm8>) |
| ARMNN_AUTO_TEST_CASE(PermuteQASymm8ValueSet2Test, PermuteValueSet2Test<DataType::QuantisedAsymm8>) |
| ARMNN_AUTO_TEST_CASE(PermuteQASymm8ValueSet3Test, PermuteValueSet3Test<DataType::QuantisedAsymm8>) |
| |
| // Lstm |
| ARMNN_AUTO_TEST_CASE(LstmLayerFloat32WithCifgWithPeepholeNoProjection, |
| LstmLayerFloat32WithCifgWithPeepholeNoProjectionTest) |
| ARMNN_AUTO_TEST_CASE(LstmLayerFloat32NoCifgNoPeepholeNoProjection, |
| LstmLayerFloat32NoCifgNoPeepholeNoProjectionTest) |
| ARMNN_AUTO_TEST_CASE(LstmLayerFloat32NoCifgWithPeepholeWithProjection, |
| LstmLayerFloat32NoCifgWithPeepholeWithProjectionTest) |
| |
| ARMNN_AUTO_TEST_CASE(LstmLayerFloat32NoCifgWithPeepholeWithProjectionWithLayerNorm, |
| LstmLayerFloat32NoCifgWithPeepholeWithProjectionWithLayerNormTest) |
| |
| ARMNN_AUTO_TEST_CASE(QuantizedLstm, QuantizedLstmTest) |
| |
| // Convert from Float16 to Float32 |
| ARMNN_AUTO_TEST_CASE(SimpleConvertFp16ToFp32, SimpleConvertFp16ToFp32Test) |
| // Convert from Float32 to Float16 |
| ARMNN_AUTO_TEST_CASE(SimpleConvertFp32ToFp16, SimpleConvertFp32ToFp16Test) |
| |
| ARMNN_AUTO_TEST_CASE(AdditionAfterMaxPool, AdditionAfterMaxPoolTest) |
| |
| //Max |
| ARMNN_AUTO_TEST_CASE(MaximumSimple, MaximumSimpleTest) |
| ARMNN_AUTO_TEST_CASE(MaximumBroadcast1Element, MaximumBroadcast1ElementTest) |
| ARMNN_AUTO_TEST_CASE(MaximumBroadcast1DVector, MaximumBroadcast1DVectorTest) |
| ARMNN_AUTO_TEST_CASE(MaximumUint8, MaximumUint8Test) |
| ARMNN_AUTO_TEST_CASE(MaximumBroadcast1ElementUint8, MaximumBroadcast1ElementUint8Test) |
| ARMNN_AUTO_TEST_CASE(MaximumBroadcast1DVectorUint8, MaximumBroadcast1DVectorUint8Test) |
| |
| // Mean |
| ARMNN_AUTO_TEST_CASE(MeanSimpleFloat32, MeanSimpleTest<DataType::Float32>) |
| ARMNN_AUTO_TEST_CASE(MeanSimpleAxisFloat32, MeanSimpleAxisTest<DataType::Float32>) |
| ARMNN_AUTO_TEST_CASE(MeanKeepDimsFloat32, MeanKeepDimsTest<DataType::Float32>) |
| ARMNN_AUTO_TEST_CASE(MeanMultipleDimsFloat32, MeanMultipleDimsTest<DataType::Float32>) |
| ARMNN_AUTO_TEST_CASE(MeanVts1Float32, MeanVts1Test<DataType::Float32>) |
| ARMNN_AUTO_TEST_CASE(MeanVts2Float32, MeanVts2Test<DataType::Float32>) |
| ARMNN_AUTO_TEST_CASE(MeanVts3Float32, MeanVts3Test<DataType::Float32>) |
| |
| ARMNN_AUTO_TEST_CASE(MeanSimpleQuantisedAsymm8, MeanSimpleTest<DataType::QuantisedAsymm8>) |
| ARMNN_AUTO_TEST_CASE(MeanSimpleAxisQuantisedAsymm8, MeanSimpleAxisTest<DataType::QuantisedAsymm8>) |
| ARMNN_AUTO_TEST_CASE(MeanKeepDimsQuantisedAsymm8, MeanKeepDimsTest<DataType::QuantisedAsymm8>) |
| ARMNN_AUTO_TEST_CASE(MeanMultipleDimsQuantisedAsymm8, MeanMultipleDimsTest<DataType::QuantisedAsymm8>) |
| ARMNN_AUTO_TEST_CASE(MeanVts1QuantisedAsymm8, MeanVts1Test<DataType::QuantisedAsymm8>) |
| ARMNN_AUTO_TEST_CASE(MeanVts2QuantisedAsymm8, MeanVts2Test<DataType::QuantisedAsymm8>) |
| ARMNN_AUTO_TEST_CASE(MeanVts3QuantisedAsymm8, MeanVts3Test<DataType::QuantisedAsymm8>) |
| |
| // Minimum |
| ARMNN_AUTO_TEST_CASE(MinimumBroadcast1Element1, MinimumBroadcast1ElementTest1) |
| ARMNN_AUTO_TEST_CASE(MinimumBroadcast1Element2, MinimumBroadcast1ElementTest2) |
| ARMNN_AUTO_TEST_CASE(MinimumBroadcast1DVectorUint8, MinimumBroadcast1DVectorUint8Test) |
| |
| // Greater |
| ARMNN_AUTO_TEST_CASE(SimpleGreater, GreaterSimpleTest) |
| ARMNN_AUTO_TEST_CASE(GreaterBroadcast1Element, GreaterBroadcast1ElementTest) |
| ARMNN_AUTO_TEST_CASE(GreaterBroadcast1DVector, GreaterBroadcast1DVectorTest) |
| ARMNN_AUTO_TEST_CASE(GreaterUint8, GreaterUint8Test) |
| ARMNN_AUTO_TEST_CASE(GreaterBroadcast1ElementUint8, GreaterBroadcast1ElementUint8Test) |
| ARMNN_AUTO_TEST_CASE(GreaterBroadcast1DVectorUint8, GreaterBroadcast1DVectorUint8Test) |
| |
| // Softmax |
| 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(Simple3dSoftmax, Simple3dSoftmaxTest, 1.0f) |
| ARMNN_AUTO_TEST_CASE(Simple3dSoftmaxUint8, Simple3dSoftmaxUint8Test, 1.0f) |
| |
| ARMNN_AUTO_TEST_CASE(Simple4dSoftmax, Simple4dSoftmaxTest, 1.0f) |
| ARMNN_AUTO_TEST_CASE(Simple4dSoftmaxUint8, Simple4dSoftmaxUint8Test, 1.0f) |
| |
| // Space To Batch Nd |
| ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleFloat32, SpaceToBatchNdSimpleFloat32Test) |
| ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsFloat32, SpaceToBatchNdMultiChannelsFloat32Test) |
| ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockFloat32, SpaceToBatchNdMultiBlockFloat32Test) |
| ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingFloat32, SpaceToBatchNdPaddingFloat32Test) |
| |
| ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleUint8, SpaceToBatchNdSimpleUint8Test) |
| ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsUint8, SpaceToBatchNdMultiChannelsUint8Test) |
| ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockUint8, SpaceToBatchNdMultiBlockUint8Test) |
| ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingUint8, SpaceToBatchNdPaddingUint8Test) |
| |
| ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleNhwcFloat32, SpaceToBatchNdSimpleNhwcFloat32Test) |
| ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsNhwcFloat32, SpaceToBatchNdMultiChannelsNhwcFloat32Test) |
| ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockNhwcFloat32, SpaceToBatchNdMultiBlockNhwcFloat32Test) |
| ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingNhwcFloat32, SpaceToBatchNdPaddingNhwcFloat32Test) |
| |
| ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleNhwcUint8, SpaceToBatchNdSimpleNhwcUint8Test) |
| ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsNhwcUint8, SpaceToBatchNdMultiChannelsNhwcUint8Test) |
| ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockNhwcUint8, SpaceToBatchNdMultiBlockNhwcUint8Test) |
| ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingNhwcUint8, SpaceToBatchNdPaddingNhwcUint8Test) |
| |
| // Space To Depth |
| ARMNN_AUTO_TEST_CASE(SpaceToDepthNhwcAsymmQ8, SpaceToDepthNhwcAsymmQ8Test) |
| ARMNN_AUTO_TEST_CASE(SpaceToDepthNchwAsymmQ8, SpaceToDepthNchwAsymmQ8Test) |
| |
| ARMNN_AUTO_TEST_CASE(SpaceToDepthNhwx1Float32, SpaceToDepthNhwcFloat32Test1) |
| ARMNN_AUTO_TEST_CASE(SpaceToDepthNchw1Float32, SpaceToDepthNchwFloat32Test1) |
| |
| ARMNN_AUTO_TEST_CASE(SpaceToDepthNhwc2Float32, SpaceToDepthNhwcFloat32Test2) |
| ARMNN_AUTO_TEST_CASE(SpaceToDepthNchw2Float32, SpaceToDepthNchwFloat32Test2) |
| |
| ARMNN_AUTO_TEST_CASE(SpaceToDepthNhwcQSymm16, SpaceToDepthNhwcQSymm16Test) |
| ARMNN_AUTO_TEST_CASE(SpaceToDepthNchwQSymm16, SpaceToDepthNchwQSymm16Test) |
| |
| // Stack |
| ARMNN_AUTO_TEST_CASE(Stack0Axis, StackAxis0Float32Test) |
| ARMNN_AUTO_TEST_CASE(StackOutput4DAxis1, StackOutput4DAxis1Float32Test) |
| ARMNN_AUTO_TEST_CASE(StackOutput4DAxis2, StackOutput4DAxis2Float32Test) |
| ARMNN_AUTO_TEST_CASE(StackOutput4DAxis3, StackOutput4DAxis3Float32Test) |
| ARMNN_AUTO_TEST_CASE(StackOutput3DInputs3, StackOutput3DInputs3Float32Test) |
| ARMNN_AUTO_TEST_CASE(StackOutput5D, StackOutput5DFloat32Test) |
| ARMNN_AUTO_TEST_CASE(StackFloat16, StackFloat16Test) |
| |
| // Strided Slice |
| ARMNN_AUTO_TEST_CASE(StridedSlice4dFloat32, StridedSlice4dFloat32Test) |
| ARMNN_AUTO_TEST_CASE(StridedSlice4dReverseFloat32, StridedSlice4dReverseFloat32Test) |
| ARMNN_AUTO_TEST_CASE(StridedSliceSimpleStrideFloat32, StridedSliceSimpleStrideFloat32Test) |
| ARMNN_AUTO_TEST_CASE(StridedSliceSimpleRangeMaskFloat32, StridedSliceSimpleRangeMaskFloat32Test) |
| ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskFloat32, StridedSliceShrinkAxisMaskFloat32Test) |
| ARMNN_AUTO_TEST_CASE(StridedSlice3dFloat32, StridedSlice3dFloat32Test) |
| ARMNN_AUTO_TEST_CASE(StridedSlice3dReverseFloat32, StridedSlice3dReverseFloat32Test) |
| ARMNN_AUTO_TEST_CASE(StridedSlice2dFloat32, StridedSlice2dFloat32Test) |
| ARMNN_AUTO_TEST_CASE(StridedSlice2dReverseFloat32, StridedSlice2dReverseFloat32Test) |
| |
| ARMNN_AUTO_TEST_CASE(StridedSlice4dUint8, StridedSlice4dUint8Test) |
| ARMNN_AUTO_TEST_CASE(StridedSlice4dReverseUint8, StridedSlice4dReverseUint8Test) |
| ARMNN_AUTO_TEST_CASE(StridedSliceSimpleStrideUint8, StridedSliceSimpleStrideUint8Test) |
| ARMNN_AUTO_TEST_CASE(StridedSliceSimpleRangeMaskUint8, StridedSliceSimpleRangeMaskUint8Test) |
| ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskUint8, StridedSliceShrinkAxisMaskUint8Test) |
| ARMNN_AUTO_TEST_CASE(StridedSlice3dUint8, StridedSlice3dUint8Test) |
| ARMNN_AUTO_TEST_CASE(StridedSlice3dReverseUint8, StridedSlice3dReverseUint8Test) |
| ARMNN_AUTO_TEST_CASE(StridedSlice2dUint8, StridedSlice2dUint8Test) |
| ARMNN_AUTO_TEST_CASE(StridedSlice2dReverseUint8, StridedSlice2dReverseUint8Test) |
| |
| // Resize Bilinear - NCHW |
| ARMNN_AUTO_TEST_CASE(SimpleResizeBilinear, |
| SimpleResizeBilinearTest<DataType::Float32>, |
| DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearUint8, |
| SimpleResizeBilinearTest<DataType::QuantisedAsymm8>, |
| DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE(ResizeBilinearNop, |
| ResizeBilinearNopTest<DataType::Float32>, |
| DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE(ResizeBilinearNopUint8, |
| ResizeBilinearNopTest<DataType::QuantisedAsymm8>, |
| DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMin, |
| ResizeBilinearSqMinTest<DataType::Float32>, |
| DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinUint8, |
| ResizeBilinearSqMinTest<DataType::QuantisedAsymm8>, |
| DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE(ResizeBilinearMin, |
| ResizeBilinearMinTest<DataType::Float32>, |
| DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE(ResizeBilinearMinUint8, |
| ResizeBilinearMinTest<DataType::QuantisedAsymm8>, |
| DataLayout::NCHW) |
| |
| // Resize Bilinear - NHWC |
| ARMNN_AUTO_TEST_CASE(ResizeBilinearNopNhwc, |
| ResizeBilinearNopTest<DataType::Float32>, |
| DataLayout::NHWC) |
| ARMNN_AUTO_TEST_CASE(ResizeBilinearNopUint8Nhwc, |
| ResizeBilinearNopTest<DataType::QuantisedAsymm8>, |
| DataLayout::NHWC) |
| ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearNhwc, |
| SimpleResizeBilinearTest<DataType::Float32>, |
| DataLayout::NHWC) |
| ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearUint8Nhwc, |
| SimpleResizeBilinearTest<DataType::QuantisedAsymm8>, |
| DataLayout::NHWC) |
| ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinNhwc, |
| ResizeBilinearSqMinTest<DataType::Float32>, |
| DataLayout::NHWC) |
| ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinUint8Nhwc, |
| ResizeBilinearSqMinTest<DataType::QuantisedAsymm8>, |
| DataLayout::NHWC) |
| ARMNN_AUTO_TEST_CASE(ResizeBilinearMinNhwc, |
| ResizeBilinearMinTest<DataType::Float32>, |
| DataLayout::NHWC) |
| ARMNN_AUTO_TEST_CASE(ResizeBilinearMinUint8Nhwc, |
| ResizeBilinearMinTest<DataType::QuantisedAsymm8>, |
| DataLayout::NHWC) |
| |
| // Resize NearestNeighbor - NCHW |
| ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighbor, |
| SimpleResizeNearestNeighborTest<DataType::Float32>, |
| DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborUint8, |
| SimpleResizeNearestNeighborTest<DataType::QuantisedAsymm8>, |
| DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNop, |
| ResizeNearestNeighborNopTest<DataType::Float32>, |
| DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNopUint8, |
| ResizeNearestNeighborNopTest<DataType::QuantisedAsymm8>, |
| DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMin, |
| ResizeNearestNeighborSqMinTest<DataType::Float32>, |
| DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinUint8, |
| ResizeNearestNeighborSqMinTest<DataType::QuantisedAsymm8>, |
| DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMin, |
| ResizeNearestNeighborMinTest<DataType::Float32>, |
| DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinUint8, |
| ResizeNearestNeighborMinTest<DataType::QuantisedAsymm8>, |
| DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMag, |
| ResizeNearestNeighborMagTest<DataType::Float32>, |
| DataLayout::NCHW, 0.1f, 50, 0.1f, 50) |
| ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagUint8, |
| ResizeNearestNeighborMagTest<DataType::QuantisedAsymm8>, |
| DataLayout::NCHW, 0.1f, 50, 0.1f, 50) |
| |
| // Resize NearestNeighbor - NHWC |
| ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNopNhwc, |
| ResizeNearestNeighborNopTest<DataType::Float32>, |
| DataLayout::NHWC) |
| ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNopUint8Nhwc, |
| ResizeNearestNeighborNopTest<DataType::QuantisedAsymm8>, |
| DataLayout::NHWC) |
| ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborNhwc, |
| SimpleResizeNearestNeighborTest<DataType::Float32>, |
| DataLayout::NHWC) |
| ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborUint8Nhwc, |
| SimpleResizeNearestNeighborTest<DataType::QuantisedAsymm8>, |
| DataLayout::NHWC) |
| ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinNhwc, |
| ResizeNearestNeighborSqMinTest<DataType::Float32>, |
| DataLayout::NHWC) |
| ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinUint8Nhwc, |
| ResizeNearestNeighborSqMinTest<DataType::QuantisedAsymm8>, |
| DataLayout::NHWC) |
| ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinNhwc, |
| ResizeNearestNeighborMinTest<DataType::Float32>, |
| DataLayout::NHWC) |
| ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinUint8Nhwc, |
| ResizeNearestNeighborMinTest<DataType::QuantisedAsymm8>, |
| DataLayout::NHWC) |
| ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagNhwc, |
| ResizeNearestNeighborMagTest<DataType::Float32>, |
| DataLayout::NHWC, 0.1f, 50, 0.1f, 50) |
| ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagUint8Nhwc, |
| ResizeNearestNeighborMagTest<DataType::QuantisedAsymm8>, |
| DataLayout::NHWC, 0.1f, 50, 0.1f, 50) |
| |
| // Rsqrt |
| ARMNN_AUTO_TEST_CASE(Rsqrt2d, Rsqrt2dTest<DataType::Float32>) |
| ARMNN_AUTO_TEST_CASE(Rsqrt3d, Rsqrt3dTest<DataType::Float32>) |
| ARMNN_AUTO_TEST_CASE(RsqrtZero, RsqrtZeroTest<DataType::Float32>) |
| ARMNN_AUTO_TEST_CASE(RsqrtNegative, RsqrtNegativeTest<DataType::Float32>) |
| |
| // Quantize |
| ARMNN_AUTO_TEST_CASE(QuantizeSimpleUint8, QuantizeSimpleUint8Test) |
| ARMNN_AUTO_TEST_CASE(QuantizeClampUint8, QuantizeClampUint8Test) |
| |
| // Dequantize |
| // NOTE: current clframework (46a49a0a8206f0efa7afd514940e180a88ffd732) |
| // CLDequantizationLayerKernel accepts DataType::QASYMM8 input |
| // and can output DataType::F16 or DataType::F32 |
| ARMNN_AUTO_TEST_CASE(DequantizeSimpleUint8, DequantizeSimpleUint8Test) |
| ARMNN_AUTO_TEST_CASE(DequantizeOffsetUint8, DequantizeOffsetUint8Test) |
| |
| // TransposeConvolution2d |
| ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dFloatNchw, |
| SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>, |
| true, |
| DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dFloatNhwc, |
| SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>, |
| true, |
| DataLayout::NHWC) |
| ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dUint8Nchw, |
| SimpleTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>, |
| true, |
| DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dUint8Nhwc, |
| SimpleTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>, |
| true, |
| DataLayout::NHWC) |
| |
| ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dFloatNchw, |
| SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>, |
| false, |
| DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dFloatNhwc, |
| SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>, |
| true, |
| DataLayout::NHWC) |
| ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dUint8Nchw, |
| SimpleTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>, |
| true, |
| DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dUint8Nhwc, |
| SimpleTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>, |
| true, |
| DataLayout::NHWC) |
| |
| ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dFloatNchw, |
| PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>, |
| true, |
| DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dFloatNhwc, |
| PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>, |
| true, |
| DataLayout::NHWC) |
| ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dUint8Nchw, |
| PaddedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>, |
| true, |
| DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dUint8Nhwc, |
| PaddedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>, |
| true, |
| DataLayout::NHWC) |
| |
| ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dFloatNchw, |
| PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>, |
| false, |
| DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dFloatNhwc, |
| PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>, |
| true, |
| DataLayout::NHWC) |
| ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dUint8Nchw, |
| PaddedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>, |
| true, |
| DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dUint8Nhwc, |
| PaddedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>, |
| true, |
| DataLayout::NHWC) |
| |
| ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dFloatNchw, |
| StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>, |
| true, |
| DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dFloatNhwc, |
| StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>, |
| true, |
| DataLayout::NHWC) |
| ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dUint8Nchw, |
| StridedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>, |
| true, |
| DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dUint8Nhwc, |
| StridedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>, |
| true, |
| DataLayout::NHWC) |
| |
| ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dFloatNchw, |
| StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>, |
| false, |
| DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dFloatNhwc, |
| StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>, |
| true, |
| DataLayout::NHWC) |
| ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dUint8Nchw, |
| StridedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>, |
| true, |
| DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dUint8Nhwc, |
| StridedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>, |
| true, |
| DataLayout::NHWC) |
| |
| ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dFloatNchw, |
| MultiChannelTransposeConvolution2dTest<DataType::Float32, DataType::Float32>, |
| DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dFloatNhwc, |
| MultiChannelTransposeConvolution2dTest<DataType::Float32, DataType::Float32>, |
| DataLayout::NHWC) |
| ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dUint8Nchw, |
| MultiChannelTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>, |
| DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dUint8Nhwc, |
| MultiChannelTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>, |
| DataLayout::NHWC) |
| |
| // Abs |
| ARMNN_AUTO_TEST_CASE(Abs2d, Abs2dTest<DataType::Float32>) |
| ARMNN_AUTO_TEST_CASE(Abs3d, Abs3dTest<DataType::Float32>) |
| |
| ARMNN_AUTO_TEST_CASE(AbsZero, AbsZeroTest<DataType::Float32>) |
| |
| ARMNN_AUTO_TEST_CASE(Abs2dFloat16, Abs2dTest<DataType::Float16>) |
| ARMNN_AUTO_TEST_CASE(Abs3dFloat16, Abs3dTest<DataType::Float16>) |
| |
| ARMNN_AUTO_TEST_CASE(AbsZeroFloat16, AbsZeroTest<DataType::Float16>) |
| |
| #if defined(ARMNNREF_ENABLED) |
| |
| // The ARMNN_COMPARE_REF_AUTO_TEST_CASE and the ARMNN_COMPARE_REF_FIXTURE_TEST_CASE test units are not available |
| // if the reference backend is not built |
| |
| // ============================================================================ |
| // COMPARE tests |
| |
| 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(CompareConv2dWithReference, CompareConvolution2dTest) |
| |
| ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareDepthwiseConv2dWithReferenceFloat32, |
| CompareDepthwiseConvolution2dFloatTest, |
| DataLayout::NCHW) |
| ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareDepthwiseConv2dWithReferenceUint8, |
| CompareDepthwiseConvolution2dUint8Test, |
| DataLayout::NCHW) |
| |
| ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareDepthwiseConv2dWithReferenceFloat32Nhwc, |
| CompareDepthwiseConvolution2dFloatTest, |
| DataLayout::NHWC) |
| ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareDepthwiseConv2dWithReferenceUint8Nhwc, |
| CompareDepthwiseConvolution2dUint8Test, |
| DataLayout::NHWC) |
| |
| ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareNormalizationWithinWithReference, CompareNormalizationTest, |
| NormalizationAlgorithmChannel::Within, |
| NormalizationAlgorithmMethod::LocalBrightness) |
| ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareNormalizationAcrossWithReference, CompareNormalizationTest, |
| NormalizationAlgorithmChannel::Across, |
| NormalizationAlgorithmMethod::LocalBrightness) |
| |
| ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareMaxPooling2dWithRef, ComparePooling2dTest, PoolingAlgorithm::Max) |
| |
| ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareAveragePooling2dWithRef, ComparePooling2dTest, PoolingAlgorithm::Average) |
| ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareAveragePooling2dWithRefUint8, ComparePooling2dUint8Test, |
| PoolingAlgorithm::Average) |
| |
| ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareL2Pooling2dWithRef, ComparePooling2dTest, 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, ActivationFunction::Sigmoid, 5u) |
| |
| ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareTanhActivationWithReference, ActivationFixture, |
| CompareActivationTest, ActivationFunction::TanH, 5u) |
| |
| ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareLinearActivationWithReference, ActivationFixture, |
| CompareActivationTest, ActivationFunction::Linear, 5u) |
| |
| ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareReLuActivationWithReference, ActivationFixture, |
| CompareActivationTest, ActivationFunction::ReLu, 5u) |
| |
| ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareBoundedReLuActivationWithReference, ActivationFixture, |
| CompareActivationTest, ActivationFunction::BoundedReLu, 5u) |
| ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareBoundedReLuActivationWithReferenceUint8, ActivationFixture, |
| CompareActivationUint8Test, ActivationFunction::BoundedReLu) |
| |
| ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareSoftReLuActivationWithReference, ActivationFixture, |
| CompareActivationTest, ActivationFunction::SoftReLu, 5u) |
| |
| ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareLeakyReLuActivationWithReference, ActivationFixture, |
| CompareActivationTest, ActivationFunction::LeakyReLu, 5u) |
| |
| ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareAbsActivationWithReference, ActivationFixture, |
| CompareActivationTest, ActivationFunction::Abs, 5u) |
| |
| ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareSqrtActivationWithReference, PositiveActivationFixture, |
| CompareActivationTest, ActivationFunction::Sqrt, 5u) |
| |
| ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareSquareActivationWithReference, ActivationFixture, |
| CompareActivationTest, ActivationFunction::Square, 5u) |
| |
| #endif |
| |
| BOOST_AUTO_TEST_SUITE_END() |
