| // |
| // Copyright © 2017 Arm Ltd and Contributors. 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_WITH_THF(ConstantLinearActivation, ConstantLinearActivationTest) |
| |
| // Sigmoid Activation / Logistic |
| ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleSigmoid, SimpleSigmoidTest) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleSigmoidUint8, SimpleSigmoidUint8Test) |
| |
| // BoundedReLU Activation |
| ARMNN_AUTO_TEST_CASE_WITH_THF(ReLu1, BoundedReLuUpperAndLowerBoundTest) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(ReLu6, BoundedReLuUpperBoundOnlyTest) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(ReLu1Uint8, BoundedReLuUint8UpperAndLowerBoundTest) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(ReLu6Uint8, BoundedReLuUint8UpperBoundOnlyTest) |
| |
| // ReLU Activation |
| ARMNN_AUTO_TEST_CASE_WITH_THF(ReLu, ReLuTest) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(ReLuUint8, ReLuUint8Test) |
| |
| // SoftReLU Activation |
| ARMNN_AUTO_TEST_CASE_WITH_THF(SoftReLu, SoftReLuTest) |
| |
| // LeakyReLU Activation |
| ARMNN_AUTO_TEST_CASE_WITH_THF(LeakyReLu, LeakyReLuTest) |
| |
| // Abs Activation |
| ARMNN_AUTO_TEST_CASE_WITH_THF(Abs, AbsTest) |
| |
| // Sqrt Activation |
| ARMNN_AUTO_TEST_CASE_WITH_THF(Sqrt, SqrtTest) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(SqrtNN, SqrtNNTest) |
| |
| // Square Activation |
| ARMNN_AUTO_TEST_CASE_WITH_THF(Square, SquareTest) |
| |
| // Tanh Activation |
| ARMNN_AUTO_TEST_CASE_WITH_THF(Tanh, TanhTest) |
| |
| // Elu Activation |
| ARMNN_AUTO_TEST_CASE_WITH_THF(Elu, EluTest) |
| |
| // Batch To Space |
| ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcFloat321, BatchToSpaceNdNhwcTest1<DataType::Float32>) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcFloat322, BatchToSpaceNdNhwcTest2<DataType::Float32>) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcFloat323, BatchToSpaceNdNhwcTest3<DataType::Float32>) |
| |
| ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwFloat321, BatchToSpaceNdNchwTest1<DataType::Float32>) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwFloat322, BatchToSpaceNdNchwTest2<DataType::Float32>) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwFloat323, BatchToSpaceNdNchwTest3<DataType::Float32>) |
| |
| ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcInt1, BatchToSpaceNdNhwcTest1<DataType::QAsymmS8>) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcInt2, BatchToSpaceNdNhwcTest2<DataType::QAsymmS8>) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcInt3, BatchToSpaceNdNhwcTest3<DataType::QAsymmS8>) |
| |
| ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwInt1, BatchToSpaceNdNchwTest1<DataType::QAsymmS8>) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwInt2, BatchToSpaceNdNchwTest2<DataType::QAsymmS8>) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwInt3, BatchToSpaceNdNchwTest3<DataType::QAsymmS8>) |
| |
| ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcUint1, BatchToSpaceNdNhwcTest1<DataType::QAsymmU8>) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcUint2, BatchToSpaceNdNhwcTest2<DataType::QAsymmU8>) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcUint3, BatchToSpaceNdNhwcTest3<DataType::QAsymmU8>) |
| |
| ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwUint1, BatchToSpaceNdNchwTest1<DataType::QAsymmU8>) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwUint2, BatchToSpaceNdNchwTest2<DataType::QAsymmU8>) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwUint3, BatchToSpaceNdNchwTest3<DataType::QAsymmU8>) |
| |
| // Fully Connected |
| ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleFullyConnected, FullyConnectedFloat32Test, false, false) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleFullyConnectedWithBias, FullyConnectedFloat32Test, true, false) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleFullyConnectedWithTranspose, FullyConnectedFloat32Test, false, true) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(FullyConnectedUint8, FullyConnectedTest<DataType::QAsymmU8>, false) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(FullyConnectedBiasedUint8, FullyConnectedTest<DataType::QAsymmU8>, true) |
| |
| ARMNN_AUTO_TEST_CASE_WITH_THF(FullyConnectedLarge, FullyConnectedLargeTest, false) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(FullyConnectedLargeTransposed, FullyConnectedLargeTest, true) |
| |
| // Convolution |
| ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvolution1d, Convolution1dTest, true) |
| |
| ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvolution2d, SimpleConvolution2d3x5Test, true, DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvolution2dNhwc, SimpleConvolution2d3x5Test, true, DataLayout::NHWC) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvolution2d3x3Uint8, SimpleConvolution2d3x3Uint8Test, true, DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvolution2d3x3Uint8Nhwc, SimpleConvolution2d3x3Uint8Test, true, DataLayout::NHWC) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedConvolution2d, SimpleConvolution2d3x5Test, false, DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedConvolution2dNhwc, SimpleConvolution2d3x5Test, false, DataLayout::NHWC) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedConvolution2dStride2x2Nhwc, |
| SimpleConvolution2d3x3Stride2x2Test, false, DataLayout::NHWC) |
| |
| ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedConvolution2dSquare, SimpleConvolution2d3x3Test, false, DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvolution2dAsymmetricPadding, |
| Convolution2dAsymmetricPaddingTest, |
| DataLayout::NCHW) |
| |
| ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedConvolution2dSquareNhwc, SimpleConvolution2d3x3Test, false, DataLayout::NHWC) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvolution2dAsymmetricPaddingNhwc, |
| Convolution2dAsymmetricPaddingTest, |
| DataLayout::NHWC) |
| |
| ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvolution2dSquareNhwc, SimpleConvolution2d3x3NhwcTest, false) |
| |
| ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d3x3Dilation3x3, |
| Convolution2d3x3Dilation3x3Test<DataType::Float32, DataType::Float32>, |
| false, |
| DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d3x3Dilation3x3Nhwc, |
| Convolution2d3x3Dilation3x3Test<DataType::Float32, DataType::Float32>, |
| false, |
| DataLayout::NHWC) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d3x3Dilation3x3Uint8, |
| Convolution2d3x3Dilation3x3Test<DataType::QAsymmU8, DataType::Signed32>, |
| false, |
| DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d3x3Dilation3x3NhwcUint8, |
| Convolution2d3x3Dilation3x3Test<DataType::QAsymmU8, DataType::Signed32>, |
| false, |
| DataLayout::NHWC) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x3x3Dilation3x3, |
| Convolution2d2x3x3Dilation3x3Test<DataType::Float32, DataType::Float32>, |
| false, |
| DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x3x3Dilation3x3Nhwc, |
| Convolution2d2x3x3Dilation3x3Test<DataType::Float32, DataType::Float32>, |
| false, |
| DataLayout::NHWC) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x3x3Dilation3x3Uint8, |
| Convolution2d2x3x3Dilation3x3Test<DataType::QAsymmU8, DataType::Signed32>, |
| false, |
| DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x3x3Dilation3x3NhwcUint8, |
| Convolution2d2x3x3Dilation3x3Test<DataType::QAsymmU8, DataType::Signed32>, |
| false, |
| DataLayout::NHWC) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x2Dilation2x2Padding2x2Stride3x3, |
| Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test<DataType::Float32, DataType::Float32>, |
| false, |
| DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x2Dilation2x2Padding2x2Stride3x3Nhwc, |
| Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test<DataType::Float32, DataType::Float32>, |
| false, |
| DataLayout::NHWC) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x2Dilation2x2Padding2x2Stride3x3Uint8, |
| Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test<DataType::QAsymmU8, DataType::Signed32>, |
| false, |
| DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x2Dilation2x2Padding2x2Stride3x3NhwcUint8, |
| Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test<DataType::QAsymmU8, DataType::Signed32>, |
| false, |
| DataLayout::NHWC) |
| |
| ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2dPerAxisQuantTestNchw, Convolution2dPerAxisQuantTest, DataLayout::NCHW); |
| ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2dPerAxisQuantTestNhwc, Convolution2dPerAxisQuantTest, DataLayout::NHWC); |
| |
| // Depthwise Convolution |
| ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dDepthMul1, |
| DepthwiseConvolution2dDepthMul1Test, true, DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedDepthwiseConvolution2dDepthMul1, |
| DepthwiseConvolution2dDepthMul1Test, false, DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dDepthMul1Uint8, |
| DepthwiseConvolution2dDepthMul1Uint8Test, true, DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedDepthwiseConvolution2dDepthMul1Uint8, |
| DepthwiseConvolution2dDepthMul1Uint8Test, false, DataLayout::NCHW) |
| |
| // NHWC Depthwise Convolution |
| ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dDepthMul1Nhwc, |
| DepthwiseConvolution2dDepthMul1Test, true, DataLayout::NHWC) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedDepthwiseConvolution2dDepthMul1Nhwc, |
| DepthwiseConvolution2dDepthMul1Test, false, DataLayout::NHWC) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dDepthMul1Uint8Nhwc, |
| DepthwiseConvolution2dDepthMul1Uint8Test, true, DataLayout::NHWC) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedDepthwiseConvolution2dDepthMul1Uint8Nhwc, |
| DepthwiseConvolution2dDepthMul1Uint8Test, false, DataLayout::NHWC) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleDepthwiseConvolution2d3x3Dilation3x3Nhwc, |
| SimpleDepthwiseConvolution2d3x3Dilation3x3NhwcTest) |
| |
| |
| ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dDepthNhwc, DepthwiseConvolution2dDepthNhwcTest, false) |
| |
| ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dAsymmetric, |
| DepthwiseConvolution2dAsymmetricTest, true, DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedDepthwiseConvolution2dAsymmetric, |
| DepthwiseConvolution2dAsymmetricTest, false, DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dAsymmetricNhwc, |
| DepthwiseConvolution2dAsymmetricTest, true, DataLayout::NHWC) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedDepthwiseConvolution2dAsymmetricNhwc, |
| DepthwiseConvolution2dAsymmetricTest, false, DataLayout::NHWC) |
| |
| ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dDepthMul64, DepthwiseConvolution2dDepthMul64Test); |
| |
| ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dPerAxisQuantTestNchw, DepthwiseConvolution2dPerAxisQuantTest, |
| DataLayout::NCHW); |
| ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dPerAxisQuantTestNhwc, DepthwiseConvolution2dPerAxisQuantTest, |
| DataLayout::NHWC); |
| |
| // Splitter |
| ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleSplitterFloat32, SplitterFloat32Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleSplitterUint8, SplitterUint8Test) |
| |
| ARMNN_AUTO_TEST_CASE_WITH_THF(CopyViaSplitterFloat32, CopyViaSplitterFloat32Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(CopyViaSplitterUint8, CopyViaSplitterUint8Test) |
| |
| // Concat |
| ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConcat, ConcatTest) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(ConcatUint8, ConcatUint8Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(ConcatUint8DifferentInputOutputQParam, |
| ConcatDifferentInputOutputQParamTest<DataType::QAsymmU8>, false) |
| |
| // Normalization |
| ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleNormalizationAcross, SimpleNormalizationAcrossTest) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleNormalizationWithin, SimpleNormalizationWithinTest) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleNormalizationAcrossNhwc, SimpleNormalizationAcrossNhwcTest) |
| |
| // Pooling |
| ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleMaxPooling2dSize3x3Stride2x4, SimpleMaxPooling2dSize3x3Stride2x4Test, true) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleMaxPooling2dSize3x3Stride2x4Uint8, |
| SimpleMaxPooling2dSize3x3Stride2x4Uint8Test, true) |
| |
| ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingSimpleMaxPooling2d, IgnorePaddingSimpleMaxPooling2dTest) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingSimpleMaxPooling2dUint8, IgnorePaddingSimpleMaxPooling2dUint8Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingMaxPooling2dSize3, IgnorePaddingMaxPooling2dSize3Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingMaxPooling2dSize3Uint8, IgnorePaddingMaxPooling2dSize3Uint8Test) |
| |
| ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingSimpleAveragePooling2d, IgnorePaddingSimpleAveragePooling2dTest) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingSimpleAveragePooling2dUint8, IgnorePaddingSimpleAveragePooling2dUint8Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingSimpleAveragePooling2dNoPadding, |
| IgnorePaddingSimpleAveragePooling2dNoPaddingTest) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingSimpleAveragePooling2dNoPaddingUint8, |
| IgnorePaddingSimpleAveragePooling2dNoPaddingUint8Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingAveragePooling2dSize3, IgnorePaddingAveragePooling2dSize3Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingAveragePooling2dSize3Uint8, IgnorePaddingAveragePooling2dSize3Uint8Test) |
| |
| ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingSimpleL2Pooling2d, IgnorePaddingSimpleL2Pooling2dTest) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(UNSUPPORTED_IgnorePaddingSimpleL2Pooling2dUint8, IgnorePaddingSimpleL2Pooling2dUint8Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingL2Pooling2dSize3, IgnorePaddingL2Pooling2dSize3Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(UNSUPPORTED_IgnorePaddingL2Pooling2dSize3Uint8, IgnorePaddingL2Pooling2dSize3Uint8Test) |
| |
| ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleMaxPooling2d, SimpleMaxPooling2dTest, DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleMaxPooling2dNhwc, SimpleMaxPooling2dTest, DataLayout::NHWC) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleMaxPooling2dUint8, SimpleMaxPooling2dUint8Test, DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleMaxPooling2dUint8Nhwc, SimpleMaxPooling2dUint8Test, DataLayout::NHWC) |
| |
| ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleAveragePooling2d, SimpleAveragePooling2dTest, DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleAveragePooling2dNhwc, SimpleAveragePooling2dTest, DataLayout::NHWC) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleAveragePooling2dUint8, SimpleAveragePooling2dUint8Test, DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleAveragePooling2dUint8Nhwc, SimpleAveragePooling2dUint8Test, DataLayout::NHWC) |
| |
| ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingAveragePooling2dSize3x2Stride2x2, |
| IgnorePaddingAveragePooling2dSize3x2Stride2x2Test, |
| false) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingAveragePooling2dSize3x2Stride2x2NoPadding, |
| IgnorePaddingAveragePooling2dSize3x2Stride2x2Test, |
| true) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(LargeTensorsAveragePooling2d, LargeTensorsAveragePooling2dTest) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(LargeTensorsAveragePooling2dUint8, LargeTensorsAveragePooling2dUint8Test) |
| |
| ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleL2Pooling2d, SimpleL2Pooling2dTest, DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleL2Pooling2dNhwc, SimpleL2Pooling2dTest, DataLayout::NHWC) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(UNSUPPORTED_SimpleL2Pooling2dUint8, SimpleL2Pooling2dUint8Test, DataLayout::NCHW) |
| |
| ARMNN_AUTO_TEST_CASE_WITH_THF(L2Pooling2dSize3Stride1, L2Pooling2dSize3Stride1Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(UNSUPPORTED_L2Pooling2dSize3Stride1Uint8, L2Pooling2dSize3Stride1Uint8Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(L2Pooling2dSize3Stride3, L2Pooling2dSize3Stride3Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(UNSUPPORTED_L2Pooling2dSize3Stride3Uint8, L2Pooling2dSize3Stride3Uint8Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(L2Pooling2dSize3Stride4, L2Pooling2dSize3Stride4Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(UNSUPPORTED_L2Pooling2dSize3Stride4Uint8, L2Pooling2dSize3Stride4Uint8Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(L2Pooling2dSize7, L2Pooling2dSize7Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(UNSUPPORTED_L2Pooling2dSize7Uint8, L2Pooling2dSize7Uint8Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(L2Pooling2dSize9, L2Pooling2dSize9Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(UNSUPPORTED_L2Pooling2dSize9Uint8, L2Pooling2dSize9Uint8Test) |
| |
| // Add |
| ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleAdd, AdditionTest) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(Add5d, Addition5dTest) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(AddBroadcast1Element, AdditionBroadcast1ElementTest) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(AddBroadcast, AdditionBroadcastTest) |
| |
| ARMNN_AUTO_TEST_CASE_WITH_THF(AdditionUint8, AdditionUint8Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(AddBroadcastUint8, AdditionBroadcastUint8Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(AddBroadcast1ElementUint8, AdditionBroadcast1ElementUint8Test) |
| |
| // Sub |
| ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleSub, SubtractionTest) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(SubBroadcast1Element, SubtractionBroadcast1ElementTest) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(SubBroadcast, SubtractionBroadcastTest) |
| |
| ARMNN_AUTO_TEST_CASE_WITH_THF(SubtractionUint8, SubtractionUint8Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(SubBroadcastUint8, SubtractionBroadcastUint8Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(SubBroadcast1ElementUint8, SubtractionBroadcast1ElementUint8Test) |
| |
| // Div |
| ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleDivision, DivisionTest) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(DivisionByZero, DivisionByZeroTest) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(DivisionBroadcast1Element, DivisionBroadcast1ElementTest) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(DivisionBroadcast1DVector, DivisionBroadcast1DVectorTest) |
| // NOTE: quantized division is not supported by CL and not required by the |
| // android NN api |
| |
| // Mul |
| ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleMultiplication, MultiplicationTest) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(MultiplicationBroadcast1Element, MultiplicationBroadcast1ElementTest) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(MultiplicationBroadcast1DVector, MultiplicationBroadcast1DVectorTest) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(MultiplicationUint8, MultiplicationUint8Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(MultiplicationBroadcast1ElementUint8, MultiplicationBroadcast1ElementUint8Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(MultiplicationBroadcast1DVectorUint8, MultiplicationBroadcast1DVectorUint8Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(Multiplication5d, Multiplication5dTest) |
| |
| // Batch Norm |
| ARMNN_AUTO_TEST_CASE_WITH_THF(BatchNormFloat32, BatchNormFloat32Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(BatchNormFloat32Nhwc, BatchNormFloat32NhwcTest) |
| |
| // InstanceNormalization |
| ARMNN_AUTO_TEST_CASE_WITH_THF(InstanceNormFloat32Nchw, InstanceNormFloat32Test, DataLayout::NCHW); |
| ARMNN_AUTO_TEST_CASE_WITH_THF(InstanceNormFloat16Nchw, InstanceNormFloat16Test, DataLayout::NCHW); |
| |
| ARMNN_AUTO_TEST_CASE_WITH_THF(InstanceNormFloat32Nhwc, InstanceNormFloat32Test, DataLayout::NHWC); |
| ARMNN_AUTO_TEST_CASE_WITH_THF(InstanceNormFloat16Nhwc, InstanceNormFloat16Test, DataLayout::NHWC); |
| |
| ARMNN_AUTO_TEST_CASE_WITH_THF(InstanceNormFloat32Nchw2, InstanceNormFloat32Test2, DataLayout::NCHW); |
| ARMNN_AUTO_TEST_CASE_WITH_THF(InstanceNormFloat16Nchw2, InstanceNormFloat16Test2, DataLayout::NCHW); |
| |
| ARMNN_AUTO_TEST_CASE_WITH_THF(InstanceNormFloat32Nhwc2, InstanceNormFloat32Test2, DataLayout::NHWC); |
| ARMNN_AUTO_TEST_CASE_WITH_THF(InstanceNormFloat16Nhwc2, InstanceNormFloat16Test2, DataLayout::NHWC); |
| |
| // L2 Normalization |
| ARMNN_AUTO_TEST_CASE_WITH_THF(L2Normalization1d, L2Normalization1dTest, DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(L2Normalization2d, L2Normalization2dTest, DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(L2Normalization3d, L2Normalization3dTest, DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(L2Normalization4d, L2Normalization4dTest, DataLayout::NCHW) |
| |
| ARMNN_AUTO_TEST_CASE_WITH_THF(L2Normalization1dNhwc, L2Normalization1dTest, DataLayout::NHWC) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(L2Normalization2dNhwc, L2Normalization2dTest, DataLayout::NHWC) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(L2Normalization3dNhwc, L2Normalization3dTest, DataLayout::NHWC) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(L2Normalization4dNhwc, L2Normalization4dTest, DataLayout::NHWC) |
| |
| ARMNN_AUTO_TEST_CASE_WITH_THF(L2Normalization2dShape, L2Normalization2dShapeTest); |
| |
| ARMNN_AUTO_TEST_CASE_WITH_THF(L2NormalizationDefaultEpsilon, L2NormalizationDefaultEpsilonTest, DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(L2NormalizationNonDefaultEpsilon, L2NormalizationNonDefaultEpsilonTest, DataLayout::NCHW) |
| |
| // Constant |
| ARMNN_AUTO_TEST_CASE_WITH_THF(Constant, ConstantTest) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(ConstantUint8, ConstantUint8SimpleQuantizationScaleNoOffsetTest) |
| |
| // Concat |
| ARMNN_AUTO_TEST_CASE_WITH_THF(Concat1d, Concat1dTest) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(Concat1dUint8, Concat1dUint8Test) |
| |
| ARMNN_AUTO_TEST_CASE_WITH_THF(Concat2dDim0, Concat2dDim0Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(Concat2dDim0Uint8, Concat2dDim0Uint8Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(Concat2dDim1, Concat2dDim1Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(Concat2dDim1Uint8, Concat2dDim1Uint8Test) |
| |
| ARMNN_AUTO_TEST_CASE_WITH_THF(Concat2dDim0DiffInputDims, Concat2dDim0DiffInputDimsTest) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(Concat2dDim0DiffInputDimsUint8, Concat2dDim0DiffInputDimsUint8Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(Concat2dDim1DiffInputDims, Concat2dDim1DiffInputDimsTest) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(Concat2dDim1DiffInputDimsUint8, Concat2dDim1DiffInputDimsUint8Test) |
| |
| ARMNN_AUTO_TEST_CASE_WITH_THF(Concat3dDim0, Concat3dDim0Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(Concat3dDim0Uint8, Concat3dDim0Uint8Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(Concat3dDim1, Concat3dDim1Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(Concat3dDim1Uint8, Concat3dDim1Uint8Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(Concat3dDim2, Concat3dDim2Test, false) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(Concat3dDim2Uint8, Concat3dDim2Uint8Test, false) |
| |
| ARMNN_AUTO_TEST_CASE_WITH_THF(Concat3dDim0DiffInputDims, Concat3dDim0DiffInputDimsTest) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(Concat3dDim0DiffInputDimsUint8, Concat3dDim0DiffInputDimsUint8Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(Concat3dDim1DiffInputDims, Concat3dDim1DiffInputDimsTest) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(Concat3dDim1DiffInputDimsUint8, Concat3dDim1DiffInputDimsUint8Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(Concat3dDim2DiffInputDims, Concat3dDim2DiffInputDimsTest, false) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(Concat3dDim2DiffInputDimsUint8, Concat3dDim2DiffInputDimsUint8Test, false) |
| |
| ARMNN_AUTO_TEST_CASE_WITH_THF(Concat4dDim0, Concat4dDim0Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(Concat4dDim1, Concat4dDim1Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(Concat4dDim3, Concat4dDim3Test, false) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(Concat4dDim0Uint8, Concat4dDim0Uint8Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(Concat4dDim1Uint8, Concat4dDim1Uint8Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(Concat4dDim3Uint8, Concat4dDim3Uint8Test, false) |
| |
| ARMNN_AUTO_TEST_CASE_WITH_THF(Concat4dDiffShapeDim0, Concat4dDiffShapeDim0Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(Concat4dDiffShapeDim1, Concat4dDiffShapeDim1Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(Concat4dDiffShapeDim3, Concat4dDiffShapeDim3Test, false) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(Concat4dDiffShapeDim0Uint8, Concat4dDiffShapeDim0Uint8Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(Concat4dDiffShapeDim1Uint8, Concat4dDiffShapeDim1Uint8Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(Concat4dDiffShapeDim3Uint8, Concat4dDiffShapeDim3Uint8Test, false) |
| |
| // DepthToSpace |
| ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat32_1, DepthToSpaceTest1<DataType::Float32>, DataLayout::NCHW); |
| ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat32_2, DepthToSpaceTest2<DataType::Float32>, DataLayout::NCHW); |
| ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat32_3, DepthToSpaceTest3<DataType::Float32>, DataLayout::NCHW); |
| ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat32_4, DepthToSpaceTest4<DataType::Float32>, DataLayout::NCHW); |
| |
| ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat16_1, DepthToSpaceTest1<DataType::Float16>, DataLayout::NCHW); |
| ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat16_2, DepthToSpaceTest2<DataType::Float16>, DataLayout::NCHW); |
| ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat16_3, DepthToSpaceTest3<DataType::Float16>, DataLayout::NCHW); |
| ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat16_4, DepthToSpaceTest4<DataType::Float16>, DataLayout::NCHW); |
| |
| ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt8_1, DepthToSpaceTest1<DataType::QAsymmS8>, DataLayout::NCHW); |
| ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt8_2, DepthToSpaceTest2<DataType::QAsymmS8>, DataLayout::NCHW); |
| ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt8_3, DepthToSpaceTest3<DataType::QAsymmS8>, DataLayout::NCHW); |
| ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt8_4, DepthToSpaceTest4<DataType::QAsymmS8>, DataLayout::NCHW); |
| |
| ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwUint8_1, DepthToSpaceTest1<DataType::QAsymmU8>, DataLayout::NCHW); |
| ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwUint8_2, DepthToSpaceTest2<DataType::QAsymmU8>, DataLayout::NCHW); |
| ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwUint8_3, DepthToSpaceTest3<DataType::QAsymmU8>, DataLayout::NCHW); |
| ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwUint8_4, DepthToSpaceTest4<DataType::QAsymmU8>, DataLayout::NCHW); |
| |
| ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt16_1, DepthToSpaceTest1<DataType::QSymmS16>, DataLayout::NCHW); |
| ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt16_2, DepthToSpaceTest2<DataType::QSymmS16>, DataLayout::NCHW); |
| ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt16_3, DepthToSpaceTest3<DataType::QSymmS16>, DataLayout::NCHW); |
| ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt16_4, DepthToSpaceTest4<DataType::QSymmS16>, DataLayout::NCHW); |
| |
| ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat32_1, DepthToSpaceTest1<DataType::Float32>, DataLayout::NHWC); |
| ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat32_2, DepthToSpaceTest2<DataType::Float32>, DataLayout::NHWC); |
| ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat32_3, DepthToSpaceTest3<DataType::Float32>, DataLayout::NHWC); |
| ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat32_4, DepthToSpaceTest4<DataType::Float32>, DataLayout::NHWC); |
| |
| ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat16_1, DepthToSpaceTest1<DataType::Float16>, DataLayout::NHWC); |
| ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat16_2, DepthToSpaceTest2<DataType::Float16>, DataLayout::NHWC); |
| ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat16_3, DepthToSpaceTest3<DataType::Float16>, DataLayout::NHWC); |
| ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat16_4, DepthToSpaceTest4<DataType::Float16>, DataLayout::NHWC); |
| |
| ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt8_1, DepthToSpaceTest1<DataType::QAsymmS8>, DataLayout::NHWC); |
| ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt8_2, DepthToSpaceTest2<DataType::QAsymmS8>, DataLayout::NHWC); |
| ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt8_3, DepthToSpaceTest3<DataType::QAsymmS8>, DataLayout::NHWC); |
| ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt8_4, DepthToSpaceTest4<DataType::QAsymmS8>, DataLayout::NHWC); |
| |
| ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcUint8_1, DepthToSpaceTest1<DataType::QAsymmU8>, DataLayout::NHWC); |
| ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcUint8_2, DepthToSpaceTest2<DataType::QAsymmU8>, DataLayout::NHWC); |
| ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcUint8_3, DepthToSpaceTest3<DataType::QAsymmU8>, DataLayout::NHWC); |
| ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcUint8_4, DepthToSpaceTest4<DataType::QAsymmU8>, DataLayout::NHWC); |
| |
| ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt16_1, DepthToSpaceTest1<DataType::QSymmS16>, DataLayout::NHWC); |
| ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt16_2, DepthToSpaceTest2<DataType::QSymmS16>, DataLayout::NHWC); |
| ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt16_3, DepthToSpaceTest3<DataType::QSymmS16>, DataLayout::NHWC); |
| ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt16_4, DepthToSpaceTest4<DataType::QSymmS16>, DataLayout::NHWC); |
| |
| // Fill |
| ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleFill, SimpleFillTest<DataType::Float32>) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleFillF16, SimpleFillTest<DataType::Float16>) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleFillS32, SimpleFillTest<DataType::Signed32>) |
| |
| // FloorPreluUint8 |
| ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleFloor, SimpleFloorTest<DataType::Float32>) |
| |
| // Gather |
| ARMNN_AUTO_TEST_CASE_WITH_THF(Gather1dParamsFloat32, Gather1dParamsFloat32Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(Gather1dParamsUint8, Gather1dParamsUint8Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(GatherMultiDimParamsFloat32, GatherMultiDimParamsFloat32Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(GatherMultiDimParamsUint8, GatherMultiDimParamsUint8Test) |
| |
| // Reshape |
| ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleReshapeFloat32, SimpleReshapeTest<DataType::Float32>) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleReshapeInt8, SimpleReshapeTest<DataType::QAsymmS8>) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleReshapeUint8, SimpleReshapeTest<DataType::QAsymmU8>) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(Reshape5d, Reshape5dTest<DataType::Float32>) |
| |
| // Pad |
| ARMNN_AUTO_TEST_CASE_WITH_THF(PadFloat322d, PadFloat322dTest) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(PadFloat322dCustomPadding, PadFloat322dCustomPaddingTest) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(PadFloat323d, PadFloat323dTest) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(PadFloat324d, PadFloat324dTest) |
| |
| ARMNN_AUTO_TEST_CASE_WITH_THF(PadUint82d, PadUint82dTest) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(PadUint82dCustomPadding, PadUint82dCustomPaddingTest) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(PadUint83d, PadUint83dTest) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(PadUint84d, PadUint84dTest) |
| |
| ARMNN_AUTO_TEST_CASE_WITH_THF(Pad2dQSymm16, Pad2dTestCommon<DataType::QSymmS16>, 2.0f, 0, 0.0f) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(Pad2dQSymm16CustomPadding, Pad2dTestCommon<DataType::QSymmS16>, 2.0f, 0, 1.0f) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(Pad3dQSymm16, Pad3dTestCommon<DataType::QSymmS16>, 2.0f, 0) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(Pad4dQSymm16, Pad4dTestCommon<DataType::QSymmS16>, 2.0f, 0) |
| |
| // PReLU |
| ARMNN_AUTO_TEST_CASE_WITH_THF(PreluFloat32, PreluTest<DataType::Float32>) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(PreluUint8, PreluTest<DataType::QAsymmU8>) |
| |
| // Permute |
| ARMNN_AUTO_TEST_CASE_WITH_THF(SimplePermuteFloat32, SimplePermuteTest<DataType::Float32>) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(PermuteFloat32ValueSet1Test, PermuteValueSet1Test<DataType::Float32>) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(PermuteFloat32ValueSet2Test, PermuteValueSet2Test<DataType::Float32>) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(PermuteFloat32ValueSet3Test, PermuteValueSet3Test<DataType::Float32>) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(SimplePermuteQASymmS8, SimplePermuteTest<DataType::QAsymmS8>) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(PermuteQASymmS8ValueSet1Test, PermuteValueSet1Test<DataType::QAsymmS8>) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(PermuteQASymmS8ValueSet2Test, PermuteValueSet2Test<DataType::QAsymmS8>) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(PermuteQASymmS8ValueSet3Test, PermuteValueSet3Test<DataType::QAsymmS8>) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(SimplePermuteQASymm8, SimplePermuteTest<DataType::QAsymmU8>) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(PermuteQASymm8ValueSet1Test, PermuteValueSet1Test<DataType::QAsymmU8>) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(PermuteQASymm8ValueSet2Test, PermuteValueSet2Test<DataType::QAsymmU8>) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(PermuteQASymm8ValueSet3Test, PermuteValueSet3Test<DataType::QAsymmU8>) |
| |
| // Lstm |
| ARMNN_AUTO_TEST_CASE_WITH_THF(LstmLayerFloat32WithCifgWithPeepholeNoProjection, |
| LstmLayerFloat32WithCifgWithPeepholeNoProjectionTest) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(LstmLayerFloat32NoCifgNoPeepholeNoProjection, |
| LstmLayerFloat32NoCifgNoPeepholeNoProjectionTest) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(LstmLayerFloat32NoCifgWithPeepholeWithProjection, |
| LstmLayerFloat32NoCifgWithPeepholeWithProjectionTest) |
| |
| ARMNN_AUTO_TEST_CASE_WITH_THF(LstmLayerFloat32NoCifgWithPeepholeWithProjectionWithLayerNorm, |
| LstmLayerFloat32NoCifgWithPeepholeWithProjectionWithLayerNormTest) |
| |
| // QLstm |
| ARMNN_AUTO_TEST_CASE_WITH_THF(QLstm, QLstmTest) |
| |
| // QuantizedLstm |
| ARMNN_AUTO_TEST_CASE_WITH_THF(QuantizedLstm, QuantizedLstmTest) |
| |
| // Convert from Float16 to Float32 |
| ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvertFp16ToFp32, SimpleConvertFp16ToFp32Test) |
| // Convert from Float32 to Float16 |
| ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvertFp32ToFp16, SimpleConvertFp32ToFp16Test) |
| |
| ARMNN_AUTO_TEST_CASE_WITH_THF(AdditionAfterMaxPool, AdditionAfterMaxPoolTest) |
| |
| //Max |
| ARMNN_AUTO_TEST_CASE_WITH_THF(MaximumSimple, MaximumSimpleTest) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(MaximumBroadcast1Element, MaximumBroadcast1ElementTest) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(MaximumBroadcast1DVector, MaximumBroadcast1DVectorTest) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(MaximumUint8, MaximumUint8Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(MaximumBroadcast1ElementUint8, MaximumBroadcast1ElementUint8Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(MaximumBroadcast1DVectorUint8, MaximumBroadcast1DVectorUint8Test) |
| |
| // Mean |
| ARMNN_AUTO_TEST_CASE_WITH_THF(MeanSimpleFloat32, MeanSimpleTest<DataType::Float32>) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(MeanSimpleAxisFloat32, MeanSimpleAxisTest<DataType::Float32>) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(MeanKeepDimsFloat32, MeanKeepDimsTest<DataType::Float32>) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(MeanMultipleDimsFloat32, MeanMultipleDimsTest<DataType::Float32>) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(MeanVts1Float32, MeanVts1Test<DataType::Float32>) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(MeanVts2Float32, MeanVts2Test<DataType::Float32>) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(MeanVts3Float32, MeanVts3Test<DataType::Float32>) |
| |
| ARMNN_AUTO_TEST_CASE_WITH_THF(MeanSimpleQuantisedAsymmS8, MeanSimpleTest<DataType::QAsymmS8>) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(MeanSimpleAxisQuantisedAsymmS8, MeanSimpleAxisTest<DataType::QAsymmS8>) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(MeanKeepDimsQuantisedAsymmS8, MeanKeepDimsTest<DataType::QAsymmS8>) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(MeanMultipleDimsQuantisedAsymmS8, MeanMultipleDimsTest<DataType::QAsymmS8>) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(MeanVts1QuantisedAsymmS8, MeanVts1Test<DataType::QAsymmS8>) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(MeanVts2QuantisedAsymmS8, MeanVts2Test<DataType::QAsymmS8>) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(MeanVts3QuantisedAsymmS8, MeanVts3Test<DataType::QAsymmS8>) |
| |
| ARMNN_AUTO_TEST_CASE_WITH_THF(MeanSimpleQuantisedAsymm8, MeanSimpleTest<DataType::QAsymmU8>) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(MeanSimpleAxisQuantisedAsymm8, MeanSimpleAxisTest<DataType::QAsymmU8>) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(MeanKeepDimsQuantisedAsymm8, MeanKeepDimsTest<DataType::QAsymmU8>) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(MeanMultipleDimsQuantisedAsymm8, MeanMultipleDimsTest<DataType::QAsymmU8>) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(MeanVts1QuantisedAsymm8, MeanVts1Test<DataType::QAsymmU8>) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(MeanVts2QuantisedAsymm8, MeanVts2Test<DataType::QAsymmU8>) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(MeanVts3QuantisedAsymm8, MeanVts3Test<DataType::QAsymmU8>) |
| |
| // Minimum |
| ARMNN_AUTO_TEST_CASE_WITH_THF(MinimumBroadcast1Element1, MinimumBroadcast1ElementTest1) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(MinimumBroadcast1Element2, MinimumBroadcast1ElementTest2) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(MinimumBroadcast1DVectorUint8, MinimumBroadcast1DVectorUint8Test) |
| |
| // Equal |
| ARMNN_AUTO_TEST_CASE_WITH_THF(EqualSimple, EqualSimpleTest) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(EqualBroadcast1Element, EqualBroadcast1ElementTest) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(EqualBroadcast1dVector, EqualBroadcast1dVectorTest) |
| |
| ARMNN_AUTO_TEST_CASE_WITH_THF(EqualSimpleFloat16, EqualSimpleFloat16Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(EqualBroadcast1ElementFloat16, EqualBroadcast1ElementFloat16Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(EqualBroadcast1dVectorFloat16, EqualBroadcast1dVectorFloat16Test) |
| |
| ARMNN_AUTO_TEST_CASE_WITH_THF(EqualSimpleUint8, EqualSimpleUint8Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(EqualBroadcast1ElementUint8, EqualBroadcast1ElementUint8Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(EqualBroadcast1dVectorUint8, EqualBroadcast1dVectorUint8Test) |
| |
| // Greater |
| ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterSimple, GreaterSimpleTest) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterBroadcast1Element, GreaterBroadcast1ElementTest) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterBroadcast1dVector, GreaterBroadcast1dVectorTest) |
| |
| ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterSimpleFloat16, GreaterSimpleFloat16Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterBroadcast1ElementFloat16, GreaterBroadcast1ElementFloat16Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterBroadcast1dVectorFloat16, GreaterBroadcast1dVectorFloat16Test) |
| |
| ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterSimpleUint8, GreaterSimpleUint8Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterBroadcast1ElementUint8, GreaterBroadcast1ElementUint8Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterBroadcast1dVectorUint8, GreaterBroadcast1dVectorUint8Test) |
| |
| // GreaterOrEqual |
| ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterOrEqualSimple, GreaterOrEqualSimpleTest) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterOrEqualBroadcast1Element, GreaterOrEqualBroadcast1ElementTest) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterOrEqualBroadcast1dVector, GreaterOrEqualBroadcast1dVectorTest) |
| |
| ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterOrEqualSimpleFloat16, GreaterOrEqualSimpleFloat16Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterOrEqualBroadcast1ElementFloat16, GreaterOrEqualBroadcast1ElementFloat16Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterOrEqualBroadcast1dVectorFloat16, GreaterOrEqualBroadcast1dVectorFloat16Test) |
| |
| ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterOrEqualSimpleUint8, GreaterOrEqualSimpleUint8Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterOrEqualBroadcast1ElementUint8, GreaterOrEqualBroadcast1ElementUint8Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterOrEqualBroadcast1dVectorUint8, GreaterOrEqualBroadcast1dVectorUint8Test) |
| |
| // Less |
| ARMNN_AUTO_TEST_CASE_WITH_THF(LessSimple, LessSimpleTest) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(LessBroadcast1Element, LessBroadcast1ElementTest) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(LessBroadcast1dVector, LessBroadcast1dVectorTest) |
| |
| ARMNN_AUTO_TEST_CASE_WITH_THF(LessSimpleFloat16, LessSimpleFloat16Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(LessBroadcast1ElementFloat16, LessBroadcast1ElementFloat16Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(LessBroadcast1dVectorFloat16, LessBroadcast1dVectorFloat16Test) |
| |
| ARMNN_AUTO_TEST_CASE_WITH_THF(LessSimpleUint8, LessSimpleUint8Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(LessBroadcast1ElementUint8, LessBroadcast1ElementUint8Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(LessBroadcast1dVectorUint8, LessBroadcast1dVectorUint8Test) |
| |
| // LessOrEqual |
| ARMNN_AUTO_TEST_CASE_WITH_THF(LessOrEqualSimple, LessOrEqualSimpleTest) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(LessOrEqualBroadcast1Element, LessOrEqualBroadcast1ElementTest) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(LessOrEqualBroadcast1dVector, LessOrEqualBroadcast1dVectorTest) |
| |
| ARMNN_AUTO_TEST_CASE_WITH_THF(LessOrEqualSimpleFloat16, LessOrEqualSimpleFloat16Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(LessOrEqualBroadcast1ElementFloat16, LessOrEqualBroadcast1ElementFloat16Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(LessOrEqualBroadcast1dVectorFloat16, LessOrEqualBroadcast1dVectorFloat16Test) |
| |
| ARMNN_AUTO_TEST_CASE_WITH_THF(LessOrEqualSimpleUint8, LessOrEqualSimpleUint8Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(LessOrEqualBroadcast1ElementUint8, LessOrEqualBroadcast1ElementUint8Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(LessOrEqualBroadcast1dVectorUint8, LessOrEqualBroadcast1dVectorUint8Test) |
| |
| // NotEqual |
| ARMNN_AUTO_TEST_CASE_WITH_THF(NotEqualSimple, NotEqualSimpleTest) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(NotEqualBroadcast1Element, NotEqualBroadcast1ElementTest) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(NotEqualBroadcast1dVector, NotEqualBroadcast1dVectorTest) |
| |
| ARMNN_AUTO_TEST_CASE_WITH_THF(NotEqualSimpleFloat16, NotEqualSimpleFloat16Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(NotEqualBroadcast1ElementFloat16, NotEqualBroadcast1ElementFloat16Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(NotEqualBroadcast1dVectorFloat16, NotEqualBroadcast1dVectorFloat16Test) |
| |
| ARMNN_AUTO_TEST_CASE_WITH_THF(NotEqualSimpleUint8, NotEqualSimpleUint8Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(NotEqualBroadcast1ElementUint8, NotEqualBroadcast1ElementUint8Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(NotEqualBroadcast1dVectorUint8, NotEqualBroadcast1dVectorUint8Test) |
| |
| // Softmax |
| ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleSoftmaxBeta1, SimpleSoftmaxTest, 1.0f) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleSoftmaxBeta2, SimpleSoftmaxTest, 2.0f) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleSoftmaxBeta1Uint8, SimpleSoftmaxUint8Test, 1.0f) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleSoftmaxBeta2Uint8, SimpleSoftmaxUint8Test, 2.0f) |
| |
| // LogSoftmax |
| ARMNN_AUTO_TEST_CASE_WITH_THF(LogSoftmaxFloat32_1, LogSoftmaxTest1<DataType::Float32>) |
| |
| // Space To Batch Nd |
| ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdSimpleFloat32, SpaceToBatchNdSimpleFloat32Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdMultiChannelsFloat32, SpaceToBatchNdMultiChannelsFloat32Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdMultiBlockFloat32, SpaceToBatchNdMultiBlockFloat32Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdPaddingFloat32, SpaceToBatchNdPaddingFloat32Test) |
| |
| ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdSimpleUint8, SpaceToBatchNdSimpleUint8Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdMultiChannelsUint8, SpaceToBatchNdMultiChannelsUint8Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdMultiBlockUint8, SpaceToBatchNdMultiBlockUint8Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdPaddingUint8, SpaceToBatchNdPaddingUint8Test) |
| |
| ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdSimpleNhwcFloat32, SpaceToBatchNdSimpleNhwcFloat32Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdMultiChannelsNhwcFloat32, SpaceToBatchNdMultiChannelsNhwcFloat32Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdMultiBlockNhwcFloat32, SpaceToBatchNdMultiBlockNhwcFloat32Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdPaddingNhwcFloat32, SpaceToBatchNdPaddingNhwcFloat32Test) |
| |
| ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdSimpleNhwcUint8, SpaceToBatchNdSimpleNhwcUint8Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdMultiChannelsNhwcUint8, SpaceToBatchNdMultiChannelsNhwcUint8Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdMultiBlockNhwcUint8, SpaceToBatchNdMultiBlockNhwcUint8Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdPaddingNhwcUint8, SpaceToBatchNdPaddingNhwcUint8Test) |
| |
| // Space To Depth |
| ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToDepthNhwcAsymmQ8, SpaceToDepthNhwcAsymmQ8Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToDepthNchwAsymmQ8, SpaceToDepthNchwAsymmQ8Test) |
| |
| ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToDepthNhwx1Float32, SpaceToDepthNhwcFloat32Test1) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToDepthNchw1Float32, SpaceToDepthNchwFloat32Test1) |
| |
| ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToDepthNhwc2Float32, SpaceToDepthNhwcFloat32Test2) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToDepthNchw2Float32, SpaceToDepthNchwFloat32Test2) |
| |
| ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToDepthNhwcQSymm16, SpaceToDepthNhwcQSymm16Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToDepthNchwQSymm16, SpaceToDepthNchwQSymm16Test) |
| |
| // Stack |
| ARMNN_AUTO_TEST_CASE_WITH_THF(Stack0Axis, StackAxis0Float32Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(StackOutput4DAxis1, StackOutput4DAxis1Float32Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(StackOutput4DAxis2, StackOutput4DAxis2Float32Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(StackOutput4DAxis3, StackOutput4DAxis3Float32Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(StackOutput3DInputs3, StackOutput3DInputs3Float32Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(StackOutput5D, StackOutput5DFloat32Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(StackFloat16, StackFloat16Test) |
| |
| // Slice |
| ARMNN_AUTO_TEST_CASE(Slice4dFloat32, Slice4dFloat32Test) |
| ARMNN_AUTO_TEST_CASE(Slice3dFloat32, Slice3dFloat32Test) |
| ARMNN_AUTO_TEST_CASE(Slice2dFloat32, Slice2dFloat32Test) |
| ARMNN_AUTO_TEST_CASE(Slice1dFloat32, Slice1dFloat32Test) |
| ARMNN_AUTO_TEST_CASE(Slice4dUint8, Slice4dUint8Test) |
| ARMNN_AUTO_TEST_CASE(Slice3dUint8, Slice3dUint8Test) |
| ARMNN_AUTO_TEST_CASE(Slice2dUint8, Slice2dUint8Test) |
| ARMNN_AUTO_TEST_CASE(Slice1dUint8, Slice1dUint8Test) |
| ARMNN_AUTO_TEST_CASE(Slice4dInt16, Slice4dInt16Test) |
| ARMNN_AUTO_TEST_CASE(Slice3dInt16, Slice3dInt16Test) |
| ARMNN_AUTO_TEST_CASE(Slice2dInt16, Slice2dInt16Test) |
| ARMNN_AUTO_TEST_CASE(Slice1dInt16, Slice1dInt16Test) |
| |
| // Strided Slice |
| ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSlice4dFloat32, StridedSlice4dFloat32Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSlice4dReverseFloat32, StridedSlice4dReverseFloat32Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSliceSimpleStrideFloat32, StridedSliceSimpleStrideFloat32Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSliceSimpleRangeMaskFloat32, StridedSliceSimpleRangeMaskFloat32Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSliceShrinkAxisMaskFloat32, StridedSliceShrinkAxisMaskFloat32Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSliceShrinkAxisMaskCTSFloat32, StridedSliceShrinkAxisMaskCTSFloat32Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSliceShrinkAxisMaskBitPosition0Dim3Float32, |
| StridedSliceShrinkAxisMaskBitPosition0Dim3Float32Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF( |
| StridedSliceShrinkAxisMaskBitPosition0Float32, StridedSliceShrinkAxisMaskBitPosition0Float32Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF( |
| StridedSliceShrinkAxisMaskBitPosition1Float32, StridedSliceShrinkAxisMaskBitPosition1Float32Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF( |
| StridedSliceShrinkAxisMaskBitPosition2Float32, StridedSliceShrinkAxisMaskBitPosition2Float32Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF( |
| StridedSliceShrinkAxisMaskBitPosition3Float32, StridedSliceShrinkAxisMaskBitPosition3Float32Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF( |
| StridedSliceShrinkAxisMaskBitPosition0And1Float32, StridedSliceShrinkAxisMaskBitPosition0And1Float32Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF( |
| StridedSliceShrinkAxisMaskBitPosition0And2Float32, StridedSliceShrinkAxisMaskBitPosition0And2Float32Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF( |
| StridedSliceShrinkAxisMaskBitPosition0And3Float32, StridedSliceShrinkAxisMaskBitPosition0And3Float32Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF( |
| StridedSliceShrinkAxisMaskBitPosition0And1And3Float32, StridedSliceShrinkAxisMaskBitPosition0And1And3Float32Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSlice3dFloat32, StridedSlice3dFloat32Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSlice3dReverseFloat32, StridedSlice3dReverseFloat32Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSlice2dFloat32, StridedSlice2dFloat32Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSlice2dReverseFloat32, StridedSlice2dReverseFloat32Test) |
| |
| ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSlice4dUint8, StridedSlice4dUint8Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSlice4dReverseUint8, StridedSlice4dReverseUint8Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSliceSimpleStrideUint8, StridedSliceSimpleStrideUint8Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSliceSimpleRangeMaskUint8, StridedSliceSimpleRangeMaskUint8Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSliceShrinkAxisMaskUint8, StridedSliceShrinkAxisMaskUint8Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF( |
| StridedSliceShrinkAxisMaskBitPosition0Dim3Uint8, StridedSliceShrinkAxisMaskBitPosition0Dim3Uint8Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF( |
| StridedSliceShrinkAxisMaskBitPosition0Uint8, StridedSliceShrinkAxisMaskBitPosition0Uint8Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF( |
| StridedSliceShrinkAxisMaskBitPosition1Uint8, StridedSliceShrinkAxisMaskBitPosition1Uint8Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF( |
| StridedSliceShrinkAxisMaskBitPosition2Uint8, StridedSliceShrinkAxisMaskBitPosition2Uint8Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF( |
| StridedSliceShrinkAxisMaskBitPosition3Uint8, StridedSliceShrinkAxisMaskBitPosition3Uint8Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF( |
| StridedSliceShrinkAxisMaskBitPosition0And1Uint8, StridedSliceShrinkAxisMaskBitPosition0And1Uint8Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF( |
| StridedSliceShrinkAxisMaskBitPosition0And2Uint8, StridedSliceShrinkAxisMaskBitPosition0And2Uint8Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF( |
| StridedSliceShrinkAxisMaskBitPosition0And3Uint8, StridedSliceShrinkAxisMaskBitPosition0And3Uint8Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF( |
| StridedSliceShrinkAxisMaskBitPosition0And1And3Uint8, StridedSliceShrinkAxisMaskBitPosition0And1And3Uint8Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSlice3dUint8, StridedSlice3dUint8Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSlice3dReverseUint8, StridedSlice3dReverseUint8Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSlice2dUint8, StridedSlice2dUint8Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSlice2dReverseUint8, StridedSlice2dReverseUint8Test) |
| |
| // Resize Bilinear - NCHW |
| ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleResizeBilinear, |
| SimpleResizeBilinearTest<DataType::Float32>, |
| DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleResizeBilinearInt8, |
| SimpleResizeBilinearTest<DataType::QAsymmS8>, |
| DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleResizeBilinearUint8, |
| SimpleResizeBilinearTest<DataType::QAsymmU8>, |
| DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearNop, |
| ResizeBilinearNopTest<DataType::Float32>, |
| DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearNopInt8, |
| ResizeBilinearNopTest<DataType::QAsymmS8>, |
| DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearNopUint8, |
| ResizeBilinearNopTest<DataType::QAsymmU8>, |
| DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearSqMin, |
| ResizeBilinearSqMinTest<DataType::Float32>, |
| DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearSqMinInt8, |
| ResizeBilinearSqMinTest<DataType::QAsymmS8>, |
| DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearSqMinUint8, |
| ResizeBilinearSqMinTest<DataType::QAsymmU8>, |
| DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearMin, |
| ResizeBilinearMinTest<DataType::Float32>, |
| DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearMinInt8, |
| ResizeBilinearMinTest<DataType::QAsymmS8>, |
| DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearMinUint8, |
| ResizeBilinearMinTest<DataType::QAsymmU8>, |
| DataLayout::NCHW) |
| |
| ARMNN_AUTO_TEST_CASE_WITH_THF(HalfPixelCentersResizeBilinear, |
| HalfPixelCentersResizeBilinearTest<DataType::Float32>, |
| DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(AlignCornersResizeBilinear, |
| AlignCornersResizeBilinearTest<DataType::Float32>, |
| DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(HalfPixelCentersResizeBilinearInt8, |
| HalfPixelCentersResizeBilinearTest<DataType::QAsymmS8>, |
| DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(AlignCornersResizeBilinearInt8, |
| AlignCornersResizeBilinearTest<DataType::QAsymmS8>, |
| DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(HalfPixelCentersResizeBilinearUint8, |
| HalfPixelCentersResizeBilinearTest<DataType::QAsymmU8>, |
| DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(AlignCornersResizeBilinearUint8, |
| AlignCornersResizeBilinearTest<DataType::QAsymmU8>, |
| DataLayout::NCHW) |
| |
| // Resize Bilinear - NHWC |
| ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearNopNhwc, |
| ResizeBilinearNopTest<DataType::Float32>, |
| DataLayout::NHWC) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearNopInt8Nhwc, |
| ResizeBilinearNopTest<DataType::QAsymmS8>, |
| DataLayout::NHWC) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearNopUint8Nhwc, |
| ResizeBilinearNopTest<DataType::QAsymmU8>, |
| DataLayout::NHWC) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleResizeBilinearNhwc, |
| SimpleResizeBilinearTest<DataType::Float32>, |
| DataLayout::NHWC) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleResizeBilinearInt8Nhwc, |
| SimpleResizeBilinearTest<DataType::QAsymmS8>, |
| DataLayout::NHWC) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleResizeBilinearUint8Nhwc, |
| SimpleResizeBilinearTest<DataType::QAsymmU8>, |
| DataLayout::NHWC) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearSqMinNhwc, |
| ResizeBilinearSqMinTest<DataType::Float32>, |
| DataLayout::NHWC) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearSqMinInt8Nhwc, |
| ResizeBilinearSqMinTest<DataType::QAsymmS8>, |
| DataLayout::NHWC) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearSqMinUint8Nhwc, |
| ResizeBilinearSqMinTest<DataType::QAsymmU8>, |
| DataLayout::NHWC) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearMinNhwc, |
| ResizeBilinearMinTest<DataType::Float32>, |
| DataLayout::NHWC) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearMinInt8Nhwc, |
| ResizeBilinearMinTest<DataType::QAsymmS8>, |
| DataLayout::NHWC) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearMinUint8Nhwc, |
| ResizeBilinearMinTest<DataType::QAsymmU8>, |
| DataLayout::NHWC) |
| |
| ARMNN_AUTO_TEST_CASE_WITH_THF(HalfPixelCentersResizeBilinearNhwc, |
| HalfPixelCentersResizeBilinearTest<DataType::Float32>, |
| DataLayout::NHWC) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(AlignCornersResizeBilinearNhwc, |
| AlignCornersResizeBilinearTest<DataType::Float32>, |
| DataLayout::NHWC) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(HalfPixelCentersResizeBilinearInt8Nhwc, |
| HalfPixelCentersResizeBilinearTest<DataType::QAsymmS8>, |
| DataLayout::NHWC) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(AlignCornersResizeBilinearInt8Nhwc, |
| AlignCornersResizeBilinearTest<DataType::QAsymmS8>, |
| DataLayout::NHWC) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(HalfPixelCentersResizeBilinearUint8Nhwc, |
| HalfPixelCentersResizeBilinearTest<DataType::QAsymmU8>, |
| DataLayout::NHWC) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(AlignCornersResizeBilinearUint8Nhwc, |
| AlignCornersResizeBilinearTest<DataType::QAsymmU8>, |
| DataLayout::NHWC) |
| |
| // Resize NearestNeighbor - NCHW |
| ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleResizeNearestNeighbor, |
| SimpleResizeNearestNeighborTest<DataType::Float32>, |
| DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleResizeNearestNeighborInt8, |
| SimpleResizeNearestNeighborTest<DataType::QAsymmS8>, |
| DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleResizeNearestNeighborUint8, |
| SimpleResizeNearestNeighborTest<DataType::QAsymmU8>, |
| DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborNop, |
| ResizeNearestNeighborNopTest<DataType::Float32>, |
| DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborNopInt8, |
| ResizeNearestNeighborNopTest<DataType::QAsymmS8>, |
| DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborNopUint8, |
| ResizeNearestNeighborNopTest<DataType::QAsymmU8>, |
| DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborSqMin, |
| ResizeNearestNeighborSqMinTest<DataType::Float32>, |
| DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborSqMinInt8, |
| ResizeNearestNeighborSqMinTest<DataType::QAsymmS8>, |
| DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborSqMinUint8, |
| ResizeNearestNeighborSqMinTest<DataType::QAsymmU8>, |
| DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborMin, |
| ResizeNearestNeighborMinTest<DataType::Float32>, |
| DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborMinInt8, |
| ResizeNearestNeighborMinTest<DataType::QAsymmS8>, |
| DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborMinUint8, |
| ResizeNearestNeighborMinTest<DataType::QAsymmU8>, |
| DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborMag, |
| ResizeNearestNeighborMagTest<DataType::Float32>, |
| DataLayout::NCHW, 0.1f, 50, 0.1f, 50) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborMagInt8, |
| ResizeNearestNeighborMagTest<DataType::QAsymmS8>, |
| DataLayout::NCHW, 0.1f, 50, 0.1f, 50) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborMagUint8, |
| ResizeNearestNeighborMagTest<DataType::QAsymmU8>, |
| DataLayout::NCHW, 0.1f, 50, 0.1f, 50) |
| |
| ARMNN_AUTO_TEST_CASE_WITH_THF(HalfPixelCentersResizeNearestNeighbour, |
| HalfPixelCentersResizeNearestNeighbourTest<DataType::Float32>, |
| DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(AlignCornersResizeNearestNeighbour, |
| AlignCornersResizeNearestNeighbourTest<DataType::Float32>, |
| DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(HalfPixelCentersResizeNearestNeighbourInt8, |
| HalfPixelCentersResizeNearestNeighbourTest<DataType::QAsymmS8>, |
| DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(AlignCornersResizeNearestNeighbourInt8, |
| AlignCornersResizeNearestNeighbourTest<DataType::QAsymmS8>, |
| DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(HalfPixelCentersResizeNearestNeighbourUint8, |
| HalfPixelCentersResizeNearestNeighbourTest<DataType::QAsymmU8>, |
| DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(AlignCornersResizeNearestNeighbourUint8, |
| AlignCornersResizeNearestNeighbourTest<DataType::QAsymmU8>, |
| DataLayout::NCHW) |
| |
| // Resize NearestNeighbor - NHWC |
| ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborNopNhwc, |
| ResizeNearestNeighborNopTest<DataType::Float32>, |
| DataLayout::NHWC) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborNopInt8Nhwc, |
| ResizeNearestNeighborNopTest<DataType::QAsymmS8>, |
| DataLayout::NHWC) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborNopUint8Nhwc, |
| ResizeNearestNeighborNopTest<DataType::QAsymmU8>, |
| DataLayout::NHWC) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleResizeNearestNeighborNhwc, |
| SimpleResizeNearestNeighborTest<DataType::Float32>, |
| DataLayout::NHWC) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleResizeNearestNeighborInt8Nhwc, |
| SimpleResizeNearestNeighborTest<DataType::QAsymmS8>, |
| DataLayout::NHWC) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleResizeNearestNeighborUint8Nhwc, |
| SimpleResizeNearestNeighborTest<DataType::QAsymmU8>, |
| DataLayout::NHWC) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborSqMinNhwc, |
| ResizeNearestNeighborSqMinTest<DataType::Float32>, |
| DataLayout::NHWC) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborSqMinInt8Nhwc, |
| ResizeNearestNeighborSqMinTest<DataType::QAsymmS8>, |
| DataLayout::NHWC) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborSqMinUint8Nhwc, |
| ResizeNearestNeighborSqMinTest<DataType::QAsymmU8>, |
| DataLayout::NHWC) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborMinNhwc, |
| ResizeNearestNeighborMinTest<DataType::Float32>, |
| DataLayout::NHWC) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborMinInt8Nhwc, |
| ResizeNearestNeighborMinTest<DataType::QAsymmS8>, |
| DataLayout::NHWC) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborMinUint8Nhwc, |
| ResizeNearestNeighborMinTest<DataType::QAsymmU8>, |
| DataLayout::NHWC) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborMagNhwc, |
| ResizeNearestNeighborMagTest<DataType::Float32>, |
| DataLayout::NHWC, 0.1f, 50, 0.1f, 50) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborMagInt8Nhwc, |
| ResizeNearestNeighborMagTest<DataType::QAsymmS8>, |
| DataLayout::NHWC, 0.1f, 50, 0.1f, 50) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborMagUint8Nhwc, |
| ResizeNearestNeighborMagTest<DataType::QAsymmU8>, |
| DataLayout::NHWC, 0.1f, 50, 0.1f, 50) |
| |
| ARMNN_AUTO_TEST_CASE_WITH_THF(HalfPixelCentersResizeNearestNeighbourNhwc, |
| HalfPixelCentersResizeNearestNeighbourTest<DataType::Float32>, |
| DataLayout::NHWC) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(AlignCornersResizeNearestNeighbourNhwc, |
| AlignCornersResizeNearestNeighbourTest<DataType::Float32>, |
| DataLayout::NHWC) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(HalfPixelCentersResizeNearestNeighbourInt8Nhwc, |
| HalfPixelCentersResizeNearestNeighbourTest<DataType::QAsymmS8>, |
| DataLayout::NHWC) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(AlignCornersResizeNearestNeighbourInt8Nhwc, |
| AlignCornersResizeNearestNeighbourTest<DataType::QAsymmS8>, |
| DataLayout::NHWC) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(HalfPixelCentersResizeNearestNeighbourUint8Nhwc, |
| HalfPixelCentersResizeNearestNeighbourTest<DataType::QAsymmU8>, |
| DataLayout::NHWC) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(AlignCornersResizeNearestNeighbourUint8Nhwc, |
| AlignCornersResizeNearestNeighbourTest<DataType::QAsymmU8>, |
| DataLayout::NHWC) |
| |
| // Rsqrt |
| ARMNN_AUTO_TEST_CASE_WITH_THF(Rsqrt2d, Rsqrt2dTest<DataType::Float32>) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(Rsqrt3d, Rsqrt3dTest<DataType::Float32>) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(RsqrtZero, RsqrtZeroTest<DataType::Float32>) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(RsqrtNegative, RsqrtNegativeTest<DataType::Float32>) |
| |
| // Quantize |
| ARMNN_AUTO_TEST_CASE_WITH_THF(QuantizeSimpleUint8, QuantizeSimpleUint8Test) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(QuantizeClampUint8, QuantizeClampUint8Test) |
| |
| // Dequantize |
| ARMNN_AUTO_TEST_CASE(DequantizeSimpleUint8, DequantizeSimpleUint8Test) |
| ARMNN_AUTO_TEST_CASE(DequantizeOffsetUint8, DequantizeOffsetUint8Test) |
| ARMNN_AUTO_TEST_CASE(DequantizeSimpleInt16, DequantizeSimpleInt16Test) |
| ARMNN_AUTO_TEST_CASE(DequantizeSimpleUint8ToFp16, DequantizeSimpleUint8ToFp16Test) |
| ARMNN_AUTO_TEST_CASE(DequantizeSimpleInt16ToFp16, DequantizeSimpleInt16ToFp16Test) |
| |
| // Transpose |
| ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleTransposeFloat32, SimpleTransposeTest<DataType::Float32>) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(TransposeFloat32ValueSet1Test, TransposeValueSet1Test<DataType::Float32>) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(TransposeFloat32ValueSet2Test, TransposeValueSet2Test<DataType::Float32>) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(TransposeFloat32ValueSet3Test, TransposeValueSet3Test<DataType::Float32>) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleTransposeQASymmS8, SimpleTransposeTest<DataType::QAsymmS8>) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(TransposeQASymmS8ValueSet1Test, TransposeValueSet1Test<DataType::QAsymmS8>) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(TransposeQASymmS8ValueSet2Test, TransposeValueSet2Test<DataType::QAsymmS8>) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(TransposeQASymmS8ValueSet3Test, TransposeValueSet3Test<DataType::QAsymmS8>) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleTransposeQASymm8, SimpleTransposeTest<DataType::QAsymmU8>) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(TransposeQASymm8ValueSet1Test, TransposeValueSet1Test<DataType::QAsymmU8>) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(TransposeQASymm8ValueSet2Test, TransposeValueSet2Test<DataType::QAsymmU8>) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(TransposeQASymm8ValueSet3Test, TransposeValueSet3Test<DataType::QAsymmU8>) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleTransposeQSymm16, SimpleTransposeTest<DataType::QSymmS16>) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(TransposeQSymm16ValueSet1Test, TransposeValueSet1Test<DataType::QSymmS16>) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(TransposeQSymm16ValueSet2Test, TransposeValueSet2Test<DataType::QSymmS16>) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(TransposeQSymm16ValueSet3Test, TransposeValueSet3Test<DataType::QSymmS16>) |
| |
| // TransposeConvolution2d |
| ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleTransposeConvolution2dFloatNchw, |
| SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>, |
| true, |
| DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleTransposeConvolution2dFloatNhwc, |
| SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>, |
| true, |
| DataLayout::NHWC) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleTransposeConvolution2dUint8Nchw, |
| SimpleTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>, |
| true, |
| DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleTransposeConvolution2dUint8Nhwc, |
| SimpleTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>, |
| true, |
| DataLayout::NHWC) |
| |
| ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedSimpleTransposeConvolution2dFloatNchw, |
| SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>, |
| false, |
| DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedSimpleTransposeConvolution2dFloatNhwc, |
| SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>, |
| true, |
| DataLayout::NHWC) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedSimpleTransposeConvolution2dUint8Nchw, |
| SimpleTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>, |
| true, |
| DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedSimpleTransposeConvolution2dUint8Nhwc, |
| SimpleTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>, |
| true, |
| DataLayout::NHWC) |
| |
| ARMNN_AUTO_TEST_CASE_WITH_THF(PaddedTransposeConvolution2dFloatNchw, |
| PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>, |
| true, |
| DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(PaddedTransposeConvolution2dFloatNhwc, |
| PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>, |
| true, |
| DataLayout::NHWC) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(PaddedTransposeConvolution2dUint8Nchw, |
| PaddedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>, |
| true, |
| DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(PaddedTransposeConvolution2dUint8Nhwc, |
| PaddedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>, |
| true, |
| DataLayout::NHWC) |
| |
| ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedPaddedTransposeConvolution2dFloatNchw, |
| PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>, |
| false, |
| DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedPaddedTransposeConvolution2dFloatNhwc, |
| PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>, |
| true, |
| DataLayout::NHWC) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedPaddedTransposeConvolution2dUint8Nchw, |
| PaddedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>, |
| true, |
| DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedPaddedTransposeConvolution2dUint8Nhwc, |
| PaddedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>, |
| true, |
| DataLayout::NHWC) |
| |
| ARMNN_AUTO_TEST_CASE_WITH_THF(StridedTransposeConvolution2dFloatNchw, |
| StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>, |
| true, |
| DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(StridedTransposeConvolution2dFloatNhwc, |
| StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>, |
| true, |
| DataLayout::NHWC) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(StridedTransposeConvolution2dUint8Nchw, |
| StridedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>, |
| true, |
| DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(StridedTransposeConvolution2dUint8Nhwc, |
| StridedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>, |
| true, |
| DataLayout::NHWC) |
| |
| ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedStridedTransposeConvolution2dFloatNchw, |
| StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>, |
| false, |
| DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedStridedTransposeConvolution2dFloatNhwc, |
| StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>, |
| true, |
| DataLayout::NHWC) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedStridedTransposeConvolution2dUint8Nchw, |
| StridedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>, |
| true, |
| DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedStridedTransposeConvolution2dUint8Nhwc, |
| StridedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>, |
| true, |
| DataLayout::NHWC) |
| |
| ARMNN_AUTO_TEST_CASE_WITH_THF(MultiChannelTransposeConvolution2dFloatNchw, |
| MultiChannelTransposeConvolution2dTest<DataType::Float32, DataType::Float32>, |
| DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(MultiChannelTransposeConvolution2dFloatNhwc, |
| MultiChannelTransposeConvolution2dTest<DataType::Float32, DataType::Float32>, |
| DataLayout::NHWC) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(MultiChannelTransposeConvolution2dUint8Nchw, |
| MultiChannelTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>, |
| DataLayout::NCHW) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(MultiChannelTransposeConvolution2dUint8Nhwc, |
| MultiChannelTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>, |
| DataLayout::NHWC) |
| |
| // Abs |
| ARMNN_AUTO_TEST_CASE_WITH_THF(Abs2d, Abs2dTest<DataType::Float32>) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(Abs3d, Abs3dTest<DataType::Float32>) |
| |
| ARMNN_AUTO_TEST_CASE_WITH_THF(AbsZero, AbsZeroTest<DataType::Float32>) |
| |
| ARMNN_AUTO_TEST_CASE_WITH_THF(Abs2dFloat16, Abs2dTest<DataType::Float16>) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(Abs3dFloat16, Abs3dTest<DataType::Float16>) |
| |
| ARMNN_AUTO_TEST_CASE_WITH_THF(AbsZeroFloat16, AbsZeroTest<DataType::Float16>) |
| |
| // ArgMinMax |
| ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMinFloat32, ArgMinSimpleTest<DataType::Float32>) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMaxFloat32, ArgMaxSimpleTest<DataType::Float32>) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMinChannel, ArgMinChannelTest<DataType::Float32>) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMaxChannel, ArgMaxChannelTest<DataType::Float32>) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMaxHeight, ArgMaxHeightTest<DataType::Float32>) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMinWidth, ArgMinWidthTest<DataType::Float32>) |
| |
| ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMinQAsymm8, ArgMinSimpleTest<DataType::QAsymmU8>) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMaxQAsymm8, ArgMaxSimpleTest<DataType::QAsymmU8>) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMinChannelQAsymm8, ArgMinChannelTest<DataType::QAsymmU8>) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMaxChannelQAsymm8, ArgMaxChannelTest<DataType::QAsymmU8>) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMaxHeightQAsymm8, ArgMaxHeightTest<DataType::QAsymmU8>) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMinWidthQAsymm8, ArgMinWidthTest<DataType::QAsymmU8>) |
| |
| // Neg |
| ARMNN_AUTO_TEST_CASE_WITH_THF(Neg2d, Neg2dTest<DataType::Float32>) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(Neg3d, Neg3dTest<DataType::Float32>) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(NegZero, NegZeroTest<DataType::Float32>) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(NegNegative, NegNegativeTest<DataType::Float32>) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(Neg2dFloat16, Neg2dTest<DataType::Float16>) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(Neg3dFloat16, Neg3dTest<DataType::Float16>) |
| |
| // Exp |
| ARMNN_AUTO_TEST_CASE_WITH_THF(Exp2d, Exp2dTest<DataType::Float32>) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(Exo3d, Exp3dTest<DataType::Float32>) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(ExpZero, ExpZeroTest<DataType::Float32>) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(ExpNegative, ExpNegativeTest<DataType::Float32>) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(Exp2dFloat16, Exp2dTest<DataType::Float16>) |
| ARMNN_AUTO_TEST_CASE_WITH_THF(Exp3dFloat16, Exp3dTest<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_WITH_THF(CompareSoftmaxBeta1WithReference, CompareSoftmaxTest, 1.0f) |
| ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareSoftmaxBeta2WithReference, CompareSoftmaxTest, 2.0f) |
| ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareSoftmaxUint8, CompareSoftmaxUint8Test, 1.0f) |
| |
| ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareConv2dWithReference, CompareConvolution2dTest) |
| |
| ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareDepthwiseConv2dWithReferenceFloat32, |
| CompareDepthwiseConvolution2dFloatTest, |
| DataLayout::NCHW) |
| ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareDepthwiseConv2dWithReferenceUint8, |
| CompareDepthwiseConvolution2dUint8Test, |
| DataLayout::NCHW) |
| |
| ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareDepthwiseConv2dWithReferenceFloat32Nhwc, |
| CompareDepthwiseConvolution2dFloatTest, |
| DataLayout::NHWC) |
| ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareDepthwiseConv2dWithReferenceUint8Nhwc, |
| CompareDepthwiseConvolution2dUint8Test, |
| DataLayout::NHWC) |
| |
| ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareNormalizationWithinWithReference, CompareNormalizationTest, |
| NormalizationAlgorithmChannel::Within, |
| NormalizationAlgorithmMethod::LocalBrightness) |
| ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareNormalizationAcrossWithReference, CompareNormalizationTest, |
| NormalizationAlgorithmChannel::Across, |
| NormalizationAlgorithmMethod::LocalBrightness) |
| |
| ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareMaxPooling2dWithRef, ComparePooling2dTest, PoolingAlgorithm::Max) |
| |
| ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareAveragePooling2dWithRef, |
| ComparePooling2dTest, PoolingAlgorithm::Average) |
| ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareAveragePooling2dWithRefUint8, ComparePooling2dUint8Test, |
| PoolingAlgorithm::Average) |
| |
| ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareL2Pooling2dWithRef, ComparePooling2dTest, PoolingAlgorithm::L2) |
| |
| ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareAddition, CompareAdditionTest) |
| |
| ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareMultiplicationWithRef, CompareMultiplicationTest) |
| |
| ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareBatchNorm, CompareBatchNormTest) |
| |
| ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareReLu1, CompareBoundedReLuTest, 1.0f, -1.0f) |
| ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareReLu6, CompareBoundedReLuTest, 6.0f, 0.0f) |
| |
| // ============================================================================ |
| // FIXTURE tests |
| |
| ARMNN_COMPARE_REF_FIXTURE_TEST_CASE_WITH_THF(CompareSigmoidActivationWithReference, ActivationFixture, |
| CompareActivationTest, ActivationFunction::Sigmoid, 5u) |
| |
| ARMNN_COMPARE_REF_FIXTURE_TEST_CASE_WITH_THF(CompareTanhActivationWithReference, ActivationFixture, |
| CompareActivationTest, ActivationFunction::TanH, 5u) |
| |
| ARMNN_COMPARE_REF_FIXTURE_TEST_CASE_WITH_THF(CompareLinearActivationWithReference, ActivationFixture, |
| CompareActivationTest, ActivationFunction::Linear, 5u) |
| |
| ARMNN_COMPARE_REF_FIXTURE_TEST_CASE_WITH_THF(CompareReLuActivationWithReference, ActivationFixture, |
| CompareActivationTest, ActivationFunction::ReLu, 5u) |
| |
| ARMNN_COMPARE_REF_FIXTURE_TEST_CASE_WITH_THF(CompareBoundedReLuActivationWithReference, ActivationFixture, |
| CompareActivationTest, ActivationFunction::BoundedReLu, 5u) |
| ARMNN_COMPARE_REF_FIXTURE_TEST_CASE_WITH_THF(CompareBoundedReLuActivationWithReferenceUint8, ActivationFixture, |
| CompareActivationUint8Test, ActivationFunction::BoundedReLu) |
| |
| ARMNN_COMPARE_REF_FIXTURE_TEST_CASE_WITH_THF(CompareSoftReLuActivationWithReference, ActivationFixture, |
| CompareActivationTest, ActivationFunction::SoftReLu, 5u) |
| |
| ARMNN_COMPARE_REF_FIXTURE_TEST_CASE_WITH_THF(CompareLeakyReLuActivationWithReference, ActivationFixture, |
| CompareActivationTest, ActivationFunction::LeakyReLu, 5u) |
| |
| ARMNN_COMPARE_REF_FIXTURE_TEST_CASE_WITH_THF(CompareAbsActivationWithReference, ActivationFixture, |
| CompareActivationTest, ActivationFunction::Abs, 5u) |
| |
| ARMNN_COMPARE_REF_FIXTURE_TEST_CASE_WITH_THF(CompareSqrtActivationWithReference, PositiveActivationFixture, |
| CompareActivationTest, ActivationFunction::Sqrt, 5u) |
| |
| ARMNN_COMPARE_REF_FIXTURE_TEST_CASE_WITH_THF(CompareSquareActivationWithReference, ActivationFixture, |
| CompareActivationTest, ActivationFunction::Square, 5u) |
| |
| ARMNN_COMPARE_REF_FIXTURE_TEST_CASE_WITH_THF(CompareEluActivationWithReference, ActivationFixture, |
| CompareActivationTest, ActivationFunction::Elu, 5u) |
| |
| #endif |
| |
| BOOST_AUTO_TEST_SUITE_END() |
