// // Copyright © 2017-2023 Arm Ltd and Contributors. All rights reserved. // SPDX-License-Identifier: MIT // #include "NeonWorkloadFactoryHelper.hpp" #include #include #include #include #include #include #include TEST_SUITE("Compute_ArmComputeNeon") { using namespace armnn; using FactoryType = NeonWorkloadFactory; // ============================================================================ // UNIT tests // BatchToSpace ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcFloat321, BatchToSpaceNdNhwcTest1) ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcFloat322, BatchToSpaceNdNhwcTest2) ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcFloat323, BatchToSpaceNdNhwcTest3) ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcFloat324, BatchToSpaceNdNhwcTest4) ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcFloat325, BatchToSpaceNdNhwcTest5) ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcFloat326, BatchToSpaceNdNhwcTest6) ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcFloat327, BatchToSpaceNdNhwcTest7) ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwFloat321, BatchToSpaceNdNchwTest1) ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwFloat322, BatchToSpaceNdNchwTest2) ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwFloat323, BatchToSpaceNdNchwTest3) ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwFloat324, BatchToSpaceNdNchwTest4) ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwFloat325, BatchToSpaceNdNchwTest5) ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwFloat326, BatchToSpaceNdNchwTest6) ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwFloat327, BatchToSpaceNdNchwTest7) ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcInt1, BatchToSpaceNdNhwcTest1) ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcInt2, BatchToSpaceNdNhwcTest2) ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcInt3, BatchToSpaceNdNhwcTest3) ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcInt4, BatchToSpaceNdNhwcTest4) ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcInt5, BatchToSpaceNdNhwcTest5) ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcInt6, BatchToSpaceNdNhwcTest6) ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcInt7, BatchToSpaceNdNhwcTest7) ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwInt1, BatchToSpaceNdNchwTest1) ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwInt2, BatchToSpaceNdNchwTest2) ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwInt3, BatchToSpaceNdNchwTest3) ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwInt4, BatchToSpaceNdNchwTest4) ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwInt5, BatchToSpaceNdNchwTest5) ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwInt6, BatchToSpaceNdNchwTest6) ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwInt7, BatchToSpaceNdNchwTest7) ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcUint1, BatchToSpaceNdNhwcTest1) ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcUint2, BatchToSpaceNdNhwcTest2) ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcUint3, BatchToSpaceNdNhwcTest3) ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcUint4, BatchToSpaceNdNhwcTest4) ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcUint5, BatchToSpaceNdNhwcTest5) ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcUint6, BatchToSpaceNdNhwcTest6) ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcUint7, BatchToSpaceNdNhwcTest7) ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwUint1, BatchToSpaceNdNchwTest1) ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwUint2, BatchToSpaceNdNchwTest2) ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwUint3, BatchToSpaceNdNchwTest3) ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwUint4, BatchToSpaceNdNchwTest4) ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwUint5, BatchToSpaceNdNchwTest5) ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwUint6, BatchToSpaceNdNchwTest6) ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwUint7, BatchToSpaceNdNchwTest7) // Batch Mat Mul ARMNN_AUTO_TEST_CASE_WITH_THF(BatchMatMul2DSimpleFloat32, BatchMatMul2DSimpleTest); ARMNN_AUTO_TEST_CASE_WITH_THF(BatchMatMul3DSimpleFloat32, BatchMatMul3DSimpleTest); ARMNN_AUTO_TEST_CASE_WITH_THF(BatchMatMulNCHWSimpleFloat32, BatchMatMulNCHWSimpleTest); ARMNN_AUTO_TEST_CASE_WITH_THF(BatchMatMul3DBatchFloat32, BatchMatMul3DBatchTest); ARMNN_AUTO_TEST_CASE_WITH_THF(BatchMatMul3DBroadcastFloat32, BatchMatMul3DBroadcastTest); ARMNN_AUTO_TEST_CASE_WITH_THF(BatchMatMul3D2DBroadcastFloat32, BatchMatMul3D2DBroadcastTest); ARMNN_AUTO_TEST_CASE_WITH_THF(BatchMatMul2DTinyFloat32, BatchMatMul2DTinyTest); ARMNN_AUTO_TEST_CASE_WITH_THF(BatchMatMul2DTranspSimpleFloat32, BatchMatMul2DTranspSimpleTest); // 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, false, DataLayout::NCHW) ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d3x3Dilation3x3Nhwc, Convolution2d3x3Dilation3x3Test, false, DataLayout::NHWC) ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d3x3Dilation3x3Int8, Convolution2d3x3Dilation3x3Test, false, DataLayout::NCHW) ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d3x3Dilation3x3NhwcInt8, Convolution2d3x3Dilation3x3Test, false, DataLayout::NHWC) ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d3x3Dilation3x3Uint8, Convolution2d3x3Dilation3x3Test, false, DataLayout::NCHW) ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d3x3Dilation3x3NhwcUint8, Convolution2d3x3Dilation3x3Test, false, DataLayout::NHWC) ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x3x3Dilation3x3, Convolution2d2x3x3Dilation3x3Test, false, DataLayout::NCHW) ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x3x3Dilation3x3Nhwc, Convolution2d2x3x3Dilation3x3Test, false, DataLayout::NHWC) ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x3x3Dilation3x3Int8, Convolution2d2x3x3Dilation3x3Test, false, DataLayout::NCHW) ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x3x3Dilation3x3NhwcInt8, Convolution2d2x3x3Dilation3x3Test, false, DataLayout::NHWC) ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x3x3Dilation3x3Uint8, Convolution2d2x3x3Dilation3x3Test, false, DataLayout::NCHW) ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x3x3Dilation3x3NhwcUint8, Convolution2d2x3x3Dilation3x3Test, false, DataLayout::NHWC) ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x2Dilation2x2Padding2x2Stride3x3, Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test , false, DataLayout::NCHW) ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x2Dilation2x2Padding2x2Stride3x3Nhwc, Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test , false, DataLayout::NHWC) ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x2Dilation2x2Padding2x2Stride3x3Int8, Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test , false, DataLayout::NCHW) ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x2Dilation2x2Padding2x2Stride3x3NhwcInt8, Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test , false, DataLayout::NHWC) ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x2Dilation2x2Padding2x2Stride3x3Uint8, Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test , false, DataLayout::NCHW) ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x2Dilation2x2Padding2x2Stride3x3NhwcUint8, Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test , false, DataLayout::NHWC) ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dMult4, DepthwiseConvolution2dMult4Test, false, armnn::DataLayout::NCHW) ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dMult2, DepthwiseConvolution2dMult2Test, false, armnn::DataLayout::NCHW) ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2dPerAxisQuantTestNchw, Convolution2dPerAxisQuantTest, DataLayout::NCHW); ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2dPerAxisQuantTestNhwc, Convolution2dPerAxisQuantTest, DataLayout::NHWC); // Convolution 3d - NDHWC ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvolution3d3x3x3Float32, SimpleConvolution3d3x3x3Float32Test, false, DataLayout::NDHWC) ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvolution3d3x3x3Int8, SimpleConvolution3d3x3x3Int8Test, false, DataLayout::NDHWC) ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvolution3d3x3x3Uint8, SimpleConvolution3d3x3x3Uint8Test, false, DataLayout::NDHWC) ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution3d2x2x2Strides3x5x5Float32, Convolution3d2x2x2Strides3x5x5Float32Test, false, DataLayout::NDHWC) ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution3d2x2x2Strides3x5x5TestInt8, Convolution3d2x2x2Strides3x5x5Int8Test, true, DataLayout::NDHWC) ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution3d2x2x2Strides3x5x5TestUint8, Convolution3d2x2x2Strides3x5x5Uint8Test, false, DataLayout::NDHWC) ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution3dPaddingSame3x3x3Float32, Convolution3dPaddingSame3x3x3Float32Test, false, DataLayout::NDHWC) ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution3dPaddingSame3x3x3TestInt8, Convolution3dPaddingSame3x3x3Int8Test, false, DataLayout::NDHWC) ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution3dPaddingSame3x3x3TestUint8, Convolution3dPaddingSame3x3x3Uint8Test, false, DataLayout::NDHWC) ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution3d2x2x2Stride3x3x3SmallTestFloat32, Convolution3d2x2x2Stride3x3x3SmallFloat32Test, false, DataLayout::NDHWC) #ifdef __ARM_FEATURE_FP16_VECTOR_ARITHMETIC ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution3d2x3x3TestFloat16, Convolution3d2x3x3Float16Test, true, DataLayout::NDHWC) ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution3d2x2x2SmallTestFloat16, Convolution3d2x2x2SmallFloat16Test, false, DataLayout::NDHWC) #endif // DepthToSpace ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat32_1, DepthToSpaceTest1, DataLayout::NCHW); ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat32_2, DepthToSpaceTest2, DataLayout::NCHW); ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat32_3, DepthToSpaceTest3, DataLayout::NCHW); ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat32_4, DepthToSpaceTest4, DataLayout::NCHW); ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat16_1, DepthToSpaceTest1, DataLayout::NCHW); ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat16_2, DepthToSpaceTest2, DataLayout::NCHW); ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat16_3, DepthToSpaceTest3, DataLayout::NCHW); ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat16_4, DepthToSpaceTest4, DataLayout::NCHW); ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt8_1, DepthToSpaceTest1, DataLayout::NCHW); ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt8_2, DepthToSpaceTest2, DataLayout::NCHW); ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt8_3, DepthToSpaceTest3, DataLayout::NCHW); ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt8_4, DepthToSpaceTest4, DataLayout::NCHW); ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwUint8_1, DepthToSpaceTest1, DataLayout::NCHW); ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwUint8_2, DepthToSpaceTest2, DataLayout::NCHW); ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwUint8_3, DepthToSpaceTest3, DataLayout::NCHW); ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwUint8_4, DepthToSpaceTest4, DataLayout::NCHW); ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt16_1, DepthToSpaceTest1, DataLayout::NCHW); ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt16_2, DepthToSpaceTest2, DataLayout::NCHW); ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt16_3, DepthToSpaceTest3, DataLayout::NCHW); ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt16_4, DepthToSpaceTest4, DataLayout::NCHW); ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat32_1, DepthToSpaceTest1, DataLayout::NHWC); ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat32_2, DepthToSpaceTest2, DataLayout::NHWC); ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat32_3, DepthToSpaceTest3, DataLayout::NHWC); ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat32_4, DepthToSpaceTest4, DataLayout::NHWC); ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat16_1, DepthToSpaceTest1, DataLayout::NHWC); ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat16_2, DepthToSpaceTest2, DataLayout::NHWC); ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat16_3, DepthToSpaceTest3, DataLayout::NHWC); ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat16_4, DepthToSpaceTest4, DataLayout::NHWC); ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt8_1, DepthToSpaceTest1, DataLayout::NHWC); ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt8_2, DepthToSpaceTest2, DataLayout::NHWC); ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt8_3, DepthToSpaceTest3, DataLayout::NHWC); ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt8_4, DepthToSpaceTest4, DataLayout::NHWC); ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcUint8_1, DepthToSpaceTest1, DataLayout::NHWC); ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcUint8_2, DepthToSpaceTest2, DataLayout::NHWC); ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcUint8_3, DepthToSpaceTest3, DataLayout::NHWC); ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcUint8_4, DepthToSpaceTest4, DataLayout::NHWC); ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt16_1, DepthToSpaceTest1, DataLayout::NHWC); ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt16_2, DepthToSpaceTest2, DataLayout::NHWC); ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt16_3, DepthToSpaceTest3, DataLayout::NHWC); ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt16_4, DepthToSpaceTest4, DataLayout::NHWC); // Depthwise Convolution ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2d, DepthwiseConvolution2dTest, true, DataLayout::NCHW) ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dUint8, DepthwiseConvolution2dUint8Test, true, DataLayout::NCHW) ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedDepthwiseConvolution2d, DepthwiseConvolution2dTest, false, DataLayout::NCHW) 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(DepthwiseConvolution2dDepthMul1NHhwc, 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(DepthwiseConvolution2dDepthNhwc, DepthwiseConvolution2dDepthNhwcTest, false) ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleDepthwiseConvolution2d3x3Dilation3x3Nhwc, SimpleDepthwiseConvolution2d3x3Dilation3x3NhwcTest) 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); namespace { DepthwiseConvolution2dDescriptor MakeDepthwiseConv2dDesc(uint32_t strideX, uint32_t strideY, uint32_t depthMultiplier = 1, uint32_t padLeft = 0, uint32_t padRight = 0, uint32_t padTop = 0, uint32_t padBottom = 0) { IgnoreUnused(depthMultiplier); DepthwiseConvolution2dDescriptor desc; desc.m_PadLeft = padLeft; desc.m_PadRight = padRight; desc.m_PadTop = padTop; desc.m_PadBottom = padBottom; desc.m_StrideX = strideX; desc.m_StrideY = strideY; desc.m_BiasEnabled = false; return desc; } TensorInfo CreateOutputTensorInfo(const TensorInfo& inputInfo, const TensorInfo& weightsInfo, const DepthwiseConvolution2dDescriptor& descriptor, DataType dataType) { const TensorShape& inputShape = inputInfo.GetShape(); const TensorShape& filterShape = weightsInfo.GetShape(); unsigned int inWidth = inputShape[3]; unsigned int inHeight = inputShape[2]; unsigned int inBatchSize = inputShape[0]; unsigned int filterWidth = filterShape[2]; unsigned int readWidth = (inWidth + descriptor.m_PadLeft + descriptor.m_PadRight) - (filterWidth); unsigned int outWidth = 1u + (readWidth / descriptor.m_StrideX); unsigned int filterHeight = filterShape[1]; unsigned int readHeight = (inHeight + descriptor.m_PadTop + descriptor.m_PadBottom) - (filterHeight); unsigned int outHeight = 1u + (readHeight / descriptor.m_StrideY); unsigned int outChannels = filterShape[3]; unsigned int outBatchSize = inBatchSize; TensorShape outputShape({outBatchSize, outChannels, outHeight, outWidth}); return TensorInfo(outputShape, dataType); } } TEST_CASE("DepthwiseConv2dUtils") { const DataType dataType = DataType::Float32; TensorInfo inputInfo({1, 1, 10, 10 }, dataType); TensorInfo outputInfo; TensorInfo weightsInfo3x3({ 1, 3, 3, 1 }, dataType, 0, 0, true); // [1,H,W,I*M] TensorInfo biasesInfo; DepthwiseConvolution2dDescriptor descriptor; NeonLayerSupport layerSupport; // Strides supported: 1,2,3 descriptor = MakeDepthwiseConv2dDesc(1, 1); outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo3x3, descriptor, dataType); CHECK(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor, weightsInfo3x3, biasesInfo)); descriptor = MakeDepthwiseConv2dDesc(1, 2); outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo3x3, descriptor, dataType); CHECK(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor, weightsInfo3x3, biasesInfo)); descriptor = MakeDepthwiseConv2dDesc(1, 3); outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo3x3, descriptor, dataType); CHECK(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor, weightsInfo3x3, biasesInfo)); descriptor = MakeDepthwiseConv2dDesc(2, 1); outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo3x3, descriptor, dataType); CHECK(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor, weightsInfo3x3, biasesInfo)); descriptor = MakeDepthwiseConv2dDesc(2, 2); outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo3x3, descriptor, dataType); CHECK(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor, weightsInfo3x3, biasesInfo)); descriptor = MakeDepthwiseConv2dDesc(2, 3); outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo3x3, descriptor, dataType); CHECK(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor, weightsInfo3x3, biasesInfo)); descriptor = MakeDepthwiseConv2dDesc(3, 1); outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo3x3, descriptor, dataType); CHECK(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor, weightsInfo3x3, biasesInfo)); descriptor = MakeDepthwiseConv2dDesc(3, 2); outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo3x3, descriptor, dataType); CHECK(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor, weightsInfo3x3, biasesInfo)); descriptor = MakeDepthwiseConv2dDesc(3, 3); outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo3x3, descriptor, dataType); CHECK(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor, weightsInfo3x3, biasesInfo)); // Supported stride 4 descriptor = MakeDepthwiseConv2dDesc(4, 1); outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo3x3, descriptor, dataType); CHECK(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor, weightsInfo3x3, biasesInfo)); // Supported weights shape 1x1 TensorInfo weightsInfo1x1({ 1, 1, 1, 1 }, DataType::Float32, 0, 0, true); descriptor = MakeDepthwiseConv2dDesc(1, 1); outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo1x1, descriptor, dataType); CHECK(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor, weightsInfo1x1, biasesInfo)); // Supported shape 2x2 TensorInfo weightsInfo2x2({ 1, 2, 2, 1 }, DataType::Float32, 0, 0, true); descriptor = MakeDepthwiseConv2dDesc(1, 1); outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo2x2, descriptor, dataType); CHECK(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor, weightsInfo2x2, biasesInfo)); // Asymmetric padding descriptor = MakeDepthwiseConv2dDesc(1, 1, 1, 1, 2, 1, 2); outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo3x3, descriptor, dataType); CHECK(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor, weightsInfo3x3, biasesInfo)); } // Dequantize // Fp16 is only supported if __ARM_FEATURE_FP16_VECTOR_ARITHMETIC is enabled ARMNN_AUTO_TEST_CASE(DequantizeSimpleUint8, DequantizeSimpleUint8Test) ARMNN_AUTO_TEST_CASE(DequantizeOffsetUint8, DequantizeOffsetUint8Test) ARMNN_AUTO_TEST_CASE(DequantizeSimpleInt16, DequantizeSimpleInt16Test) // Pooling2d ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleMaxPooling2dSize3x3Stride2x4, SimpleMaxPooling2dSize3x3Stride2x4Test, true) ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleMaxPooling2dSize3x3Stride2x4Uint8, SimpleMaxPooling2dSize3x3Stride2x4Uint8Test, true) 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::NCHW) 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(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(SimpleL2Pooling2dNeon, 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) // Ignore padding values for pooling but count padding fields into the divisor 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(IgnorePaddingAveragePooling2dSize3x2Stride2x2, IgnorePaddingAveragePooling2dSize3x2Stride2x2Test, false) ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingAveragePooling2dSize3x2Stride2x2NoPadding, IgnorePaddingAveragePooling2dSize3x2Stride2x2Test, true) 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) //Pooling 3d ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleMaxPooling3dSize2x2x2Stride1x1x1, SimpleMaxPooling3dSize2x2x2Stride1x1x1Test, DataLayout::NDHWC) ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleMaxPooling3dSize2x2x2Stride1x1x1Uint8, SimpleMaxPooling3dSize2x2x2Stride1x1x1Uint8Test, DataLayout::NDHWC) ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleMaxPooling3d, SimpleMaxPooling3dTest, DataLayout::NDHWC) ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleMaxPooling3dUint8, SimpleMaxPooling3dUint8Test, DataLayout::NDHWC) ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingSimpleMaxPooling3d, IgnorePaddingSimpleMaxPooling3dTest, DataLayout::NDHWC) ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingSimpleMaxPooling3dUint8, IgnorePaddingSimpleMaxPooling3dUint8Test, DataLayout::NDHWC) ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleAveragePooling3d, SimpleAveragePooling3dTest, DataLayout::NDHWC) ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleAveragePooling3dUint8, SimpleAveragePooling3dUint8Test, DataLayout::NDHWC) ARMNN_AUTO_TEST_CASE_WITH_THF(LargeTensorsAveragePooling3d, LargeTensorsAveragePooling3dTest, DataLayout::NDHWC) ARMNN_AUTO_TEST_CASE_WITH_THF(LargeTensorsAveragePooling3dUint8, LargeTensorsAveragePooling3dUint8Test, DataLayout::NDHWC) ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingSimpleAveragePooling3d, IgnorePaddingSimpleAveragePooling3dTest, DataLayout::NDHWC) ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleL2Pooling3d, SimpleL2Pooling3dTest, DataLayout::NDHWC) ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingSimpleL2Pooling3d, IgnorePaddingSimpleL2Pooling3dTest, DataLayout::NDHWC) ARMNN_AUTO_TEST_CASE_WITH_THF(AsymmetricNonSquareMaxPooling3d, AsymmetricNonSquareMaxPooling3dTest, DataLayout::NDHWC) ARMNN_AUTO_TEST_CASE_WITH_THF(AsymmetricNonSquareMaxPooling3dUint8, AsymmetricNonSquareMaxPooling3dUint8Test, DataLayout::NDHWC) ARMNN_AUTO_TEST_CASE_WITH_THF(AsymmetricNonSquareAveragePooling3d, AsymmetricNonSquareAveragePooling3dTest, DataLayout::NDHWC) ARMNN_AUTO_TEST_CASE_WITH_THF(AsymmetricNonSquareAveragePooling3dUint8, AsymmetricNonSquareAveragePooling3dUint8Test, DataLayout::NDHWC) ARMNN_AUTO_TEST_CASE_WITH_THF(AsymmetricNonSquareL2Pooling3d, AsymmetricNonSquareL2Pooling3dTest, DataLayout::NDHWC) ARMNN_AUTO_TEST_CASE_WITH_THF(UNSUPPORTED_AsymmetricNonSquareMaxPooling3dWithPaddingOnlyPool, AsymmetricNonSquareMaxPooling3dWithPaddingOnlyPoolTest, DataLayout::NDHWC) ARMNN_AUTO_TEST_CASE_WITH_THF(UNSUPPORTED_AsymmetricNonSquareMaxPooling3dWithPaddingOnlyPoolUint8, AsymmetricNonSquareMaxPooling3dWithPaddingOnlyPoolUint8Test, DataLayout::NDHWC) ARMNN_AUTO_TEST_CASE_WITH_THF(UNSUPPORTED_AsymmetricNonSquareAveragePooling3dWithPaddingOnlyPool, AsymmetricNonSquareAveragePooling3dWithPaddingOnlyPoolTest, DataLayout::NDHWC) ARMNN_AUTO_TEST_CASE_WITH_THF(UNSUPPORTED_AsymmetricNonSquareAveragePooling3dWithPaddingOnlyPoolUint8, AsymmetricNonSquareAveragePooling3dWithPaddingOnlyPoolUint8Test, DataLayout::NDHWC) ARMNN_AUTO_TEST_CASE_WITH_THF(UNSUPPORTEDAsymmetricNonSquareL2Pooling3dWithPaddingOnlyPool, AsymmetricNonSquareL2Pooling3dWithPaddingOnlyPoolTest, DataLayout::NDHWC) ARMNN_AUTO_TEST_CASE_WITH_THF(UNSUPPORTEDAsymmetricNonSquareL2Pooling3dWithPaddingOnlyPoolUint8, AsymmetricNonSquareL2Pooling3dWithPaddingOnlyPoolUint8Test, DataLayout::NDHWC) ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleAveragePooling3d, SimpleAveragePooling3dTest, DataLayout::NDHWC) ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleAveragePooling3dUint8, SimpleAveragePooling3dUint8Test, DataLayout::NDHWC) // 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) // Softmax // Moved to NeonLayerTests_NDK_Bug.cpp //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 // Moved to NeonLayerTests_NDK_Bug.cpp //ARMNN_AUTO_TEST_CASE_WITH_THF(LogSoftmaxFloat32_1, LogSoftmaxTest1) // 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) // SpaceToDepth ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToDepthNchwAsymmQ8, SpaceToDepthNchwAsymmQ8Test) ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToDepthNhwcsymmQ8, SpaceToDepthNhwcAsymmQ8Test) ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToDepthNhwc1Float32, 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) // 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, false) // 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(FullyConnectedLarge, FullyConnectedLargeTest, false) ARMNN_AUTO_TEST_CASE_WITH_THF(FullyConnectedLargeTransposed, FullyConnectedLargeTest, true) ARMNN_AUTO_TEST_CASE_WITH_THF(FullyConnectedUint8, FullyConnectedTest, false, true) ARMNN_AUTO_TEST_CASE_WITH_THF(FullyConnectedBiasedUint8, FullyConnectedTest, true, true) // Add ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleAdd, AdditionTest) ARMNN_AUTO_TEST_CASE_WITH_THF(Add5d, Addition5dTest) ARMNN_AUTO_TEST_CASE_WITH_THF(AddBroadcast, AdditionBroadcastTest) ARMNN_AUTO_TEST_CASE_WITH_THF(AddBroadcast1Element, AdditionBroadcast1ElementTest) // 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) // 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) // Rank ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize1Float16, RankDimSize1Test) ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize1Float32, RankDimSize1Test) ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize1QAsymmU8, RankDimSize1Test) ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize1Signed32, RankDimSize1Test) ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize1QSymmS16, RankDimSize1Test) ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize1QAsymmS8, RankDimSize1Test) ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize2Float16, RankDimSize2Test) ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize2Float32, RankDimSize2Test) ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize2QAsymmU8, RankDimSize2Test) ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize2Signed32, RankDimSize2Test) ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize2QSymmS16, RankDimSize2Test) ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize2QAsymmS8, RankDimSize2Test) ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize3Float16, RankDimSize3Test) ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize3Float32, RankDimSize3Test) ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize3QAsymmU8, RankDimSize3Test) ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize3Signed32, RankDimSize3Test) ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize3QSymmS16, RankDimSize3Test) ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize3QAsymmS8, RankDimSize3Test) ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize4Float16, RankDimSize4Test) ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize4Float32, RankDimSize4Test) ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize4QAsymmU8, RankDimSize4Test) ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize4Signed32, RankDimSize4Test) ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize4QSymmS16, RankDimSize4Test) ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize4QAsymmS8, RankDimSize4Test) // InstanceNormalization ARMNN_AUTO_TEST_CASE_WITH_THF(InstanceNormFloat32Nchw, InstanceNormFloat32Test, DataLayout::NCHW); ARMNN_AUTO_TEST_CASE_WITH_THF(InstanceNormFloat32Nhwc, InstanceNormFloat32Test, DataLayout::NHWC); ARMNN_AUTO_TEST_CASE_WITH_THF(InstanceNormFloat32Nchw2, InstanceNormFloat32Test2, DataLayout::NCHW); ARMNN_AUTO_TEST_CASE_WITH_THF(InstanceNormFloat32Nhwc2, InstanceNormFloat32Test2, DataLayout::NHWC); // 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) // 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) // Moved to NeonLayerTests_NDK_Bug.cpp //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) // Floor ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleFloor, SimpleFloorTest) // 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) // GatherNd ARMNN_AUTO_TEST_CASE_WITH_THF(GatherNd2dFloat32, SimpleGatherNd2dTest) ARMNN_AUTO_TEST_CASE_WITH_THF(GatherNd3dFloat32, SimpleGatherNd3dTest) ARMNN_AUTO_TEST_CASE_WITH_THF(GatherNd4dFloat32, SimpleGatherNd4dTest) ARMNN_AUTO_TEST_CASE_WITH_THF(GatherNd2dInt8, SimpleGatherNd2dTest) ARMNN_AUTO_TEST_CASE_WITH_THF(GatherNd3dInt8, SimpleGatherNd3dTest) ARMNN_AUTO_TEST_CASE_WITH_THF(GatherNd4dInt8, SimpleGatherNd4dTest) ARMNN_AUTO_TEST_CASE_WITH_THF(GatherNd2dInt32, SimpleGatherNd2dTest) ARMNN_AUTO_TEST_CASE_WITH_THF(GatherNd3dInt32, SimpleGatherNd3dTest) ARMNN_AUTO_TEST_CASE_WITH_THF(GatherNd4dInt32, SimpleGatherNd4dTest) // 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(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(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(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(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(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(NotEqualSimpleUint8, NotEqualSimpleUint8Test) ARMNN_AUTO_TEST_CASE_WITH_THF(NotEqualBroadcast1ElementUint8, NotEqualBroadcast1ElementUint8Test) ARMNN_AUTO_TEST_CASE_WITH_THF(NotEqualBroadcast1dVectorUint8, NotEqualBroadcast1dVectorUint8Test) // Reshape ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleReshapeFloat32, SimpleReshapeTest) ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleReshapeInt8, SimpleReshapeTest) ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleReshapeUint8, SimpleReshapeTest) ARMNN_AUTO_TEST_CASE_WITH_THF(Reshape5d, Reshape5dTest) ARMNN_AUTO_TEST_CASE_WITH_THF(ReshapeBoolean, ReshapeBooleanTest) // Pad - Constant 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, 2.0f, 0, 0.0f) ARMNN_AUTO_TEST_CASE_WITH_THF(Pad2dQSymm16CustomPadding, Pad2dTestCommon, 2.0f, 0, 1.0f) ARMNN_AUTO_TEST_CASE_WITH_THF(Pad3dQSymm16, Pad3dTestCommon, 2.0f, 0) ARMNN_AUTO_TEST_CASE_WITH_THF(Pad4dQSymm16, Pad4dTestCommon, 2.0f, 0) // Pad - Symmetric & Reflect ARMNN_AUTO_TEST_CASE_WITH_THF(PadSymmetric2dFloat32, PadSymmetric2dFloat32Test) ARMNN_AUTO_TEST_CASE_WITH_THF(PadReflect2dFloat32, PadReflect2dFloat32Test) ARMNN_AUTO_TEST_CASE_WITH_THF(PadSymmetric3dFloat32, PadSymmetric3dFloat32Test) ARMNN_AUTO_TEST_CASE_WITH_THF(PadReflect3dFloat32, PadReflect3dFloat32Test) ARMNN_AUTO_TEST_CASE_WITH_THF(PadSymmetric3dUint8, PadSymmetric3dUint8Test) ARMNN_AUTO_TEST_CASE_WITH_THF(PadReflect3dUint8, PadReflect3dUint8Test) ARMNN_AUTO_TEST_CASE_WITH_THF(PadSymmetric3dInt8, PadSymmetric3dInt8Test) ARMNN_AUTO_TEST_CASE_WITH_THF(PadReflect3dInt8, PadReflect3dInt8Test) ARMNN_AUTO_TEST_CASE_WITH_THF(PadSymmetric4dFloat32, PadSymmetric4dFloat32Test) ARMNN_AUTO_TEST_CASE_WITH_THF(PadReflect4dFloat32, PadReflect4dFloat32Test) ARMNN_AUTO_TEST_CASE_WITH_THF(PadSymmetric4dUint8, PadSymmetric4dUint8Test) ARMNN_AUTO_TEST_CASE_WITH_THF(PadReflect4dUint8, PadReflect4dUint8Test) ARMNN_AUTO_TEST_CASE_WITH_THF(PadSymmetric4dInt8, PadSymmetric4dInt8Test) ARMNN_AUTO_TEST_CASE_WITH_THF(PadReflect4dInt8, PadReflect4dInt8Test) // Permute ARMNN_AUTO_TEST_CASE_WITH_THF(SimplePermuteFloat32, SimplePermuteTest) ARMNN_AUTO_TEST_CASE_WITH_THF(PermuteFloat32ValueSet1Test, PermuteValueSet1Test) ARMNN_AUTO_TEST_CASE_WITH_THF(PermuteFloat32ValueSet2Test, PermuteValueSet2Test) ARMNN_AUTO_TEST_CASE_WITH_THF(PermuteFloat32ValueSet3Test, PermuteValueSet3Test) ARMNN_AUTO_TEST_CASE_WITH_THF(SimplePermuteQASymmS8, SimplePermuteTest) ARMNN_AUTO_TEST_CASE_WITH_THF(PermuteQASymmS8ValueSet1Test, PermuteValueSet1Test) ARMNN_AUTO_TEST_CASE_WITH_THF(PermuteQASymmS8ValueSet2Test, PermuteValueSet2Test) ARMNN_AUTO_TEST_CASE_WITH_THF(PermuteQASymmS8ValueSet3Test, PermuteValueSet3Test) ARMNN_AUTO_TEST_CASE_WITH_THF(SimplePermuteQASymm8, SimplePermuteTest) ARMNN_AUTO_TEST_CASE_WITH_THF(PermuteQASymm8ValueSet1Test, PermuteValueSet1Test) ARMNN_AUTO_TEST_CASE_WITH_THF(PermuteQASymm8ValueSet2Test, PermuteValueSet2Test) ARMNN_AUTO_TEST_CASE_WITH_THF(PermuteQASymm8ValueSet3Test, PermuteValueSet3Test) // 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) // Moved to NeonLayerTests_NDK_Bug.cpp //ARMNN_AUTO_TEST_CASE_WITH_THF(LstmLayerFloat32NoCifgWithPeepholeWithProjectionWithLayerNorm, // LstmLayerFloat32NoCifgWithPeepholeWithProjectionWithLayerNormTest) // QLstm ARMNN_AUTO_TEST_CASE_WITH_THF(QLstm, QLstmTest) ARMNN_AUTO_TEST_CASE_WITH_THF(QLstm1, QLstmTest1) ARMNN_AUTO_TEST_CASE_WITH_THF(QLstm2, QLstmTest2) // QuantizedLstm ARMNN_AUTO_TEST_CASE_WITH_THF(QuantizedLstm, QuantizedLstmTest) // Unidirectional Sequence Lstm ARMNN_AUTO_TEST_CASE_WITH_THF(UnidirectionalSequenceLstmLayerFloat32TimeMajorSingleBatch, UnidirectionalSequenceLstmLayerFloat32TimeMajorSingleBatchTest) ARMNN_AUTO_TEST_CASE_WITH_THF(UnidirectionalSequenceLstmLayerFloat32BatchMajorSingleBatch, UnidirectionalSequenceLstmLayerFloat32BatchMajorSingleBatchTest) ARMNN_AUTO_TEST_CASE_WITH_THF(UnidirectionalSequenceLstmLayerFloat32, UnidirectionalSequenceLstmLayerFloat32Test) ARMNN_AUTO_TEST_CASE_WITH_THF(UnidirectionalSequenceLstmLayerFloat32TimeMajor, UnidirectionalSequenceLstmLayerFloat32TimeMajorTest) ARMNN_AUTO_TEST_CASE_WITH_THF(UnidirectionalSequenceLstmLayerNoCifgWithPeepholeWithProjection, UnidirectionalSequenceLstmLayerNoCifgWithPeepholeWithProjectionTest) // Moved to NeonLayerTests_NDK_Bug.cpp //ARMNN_AUTO_TEST_CASE_WITH_THF( // UnidirectionalSequenceLstmLayerNoCifgWithPeepholeWithProjectionWithLayerNorm, // UnidirectionalSequenceLstmLayerNoCifgWithPeepholeWithProjectionWithLayerNormTest) ARMNN_AUTO_TEST_CASE_WITH_THF(UnidirectionalSequenceLstmWithCifgWithPeepholeNoProjection, UnidirectionalSequenceLstmWithCifgWithPeepholeNoProjectionTest) // Mean ARMNN_AUTO_TEST_CASE_WITH_THF(MeanSimpleFloat32, MeanSimpleTest) ARMNN_AUTO_TEST_CASE_WITH_THF(MeanSimpleAxisFloat32, MeanSimpleAxisTest) ARMNN_AUTO_TEST_CASE_WITH_THF(MeanKeepDimsFloat32, MeanKeepDimsTest) ARMNN_AUTO_TEST_CASE_WITH_THF(MeanMultipleDimsFloat32, MeanMultipleDimsTest) ARMNN_AUTO_TEST_CASE_WITH_THF(MeanVts1Float32, MeanVts1Test) ARMNN_AUTO_TEST_CASE_WITH_THF(MeanVts2Float32, MeanVts2Test) ARMNN_AUTO_TEST_CASE_WITH_THF(MeanVts3Float32, MeanVts3Test) ARMNN_AUTO_TEST_CASE_WITH_THF(MeanSimpleQuantisedAsymmS8, MeanSimpleTest) ARMNN_AUTO_TEST_CASE_WITH_THF(MeanSimpleAxisQuantisedAsymmS8, MeanSimpleAxisTest) ARMNN_AUTO_TEST_CASE_WITH_THF(MeanKeepDimsQuantisedAsymmS8, MeanKeepDimsTest) ARMNN_AUTO_TEST_CASE_WITH_THF(MeanMultipleDimsQuantisedAsymmS8, MeanMultipleDimsTest) ARMNN_AUTO_TEST_CASE_WITH_THF(MeanVts1QuantisedAsymmS8, MeanVts1Test) ARMNN_AUTO_TEST_CASE_WITH_THF(MeanVts2QuantisedAsymmS8, MeanVts2Test) ARMNN_AUTO_TEST_CASE_WITH_THF(MeanVts3QuantisedAsymmS8, MeanVts3Test) ARMNN_AUTO_TEST_CASE_WITH_THF(MeanSimpleQuantisedAsymm8, MeanSimpleTest) ARMNN_AUTO_TEST_CASE_WITH_THF(MeanSimpleAxisQuantisedAsymm8, MeanSimpleAxisTest) ARMNN_AUTO_TEST_CASE_WITH_THF(MeanKeepDimsQuantisedAsymm8, MeanKeepDimsTest) ARMNN_AUTO_TEST_CASE_WITH_THF(MeanMultipleDimsQuantisedAsymm8, MeanMultipleDimsTest) ARMNN_AUTO_TEST_CASE_WITH_THF(MeanVts1QuantisedAsymm8, MeanVts1Test) ARMNN_AUTO_TEST_CASE_WITH_THF(MeanVts2QuantisedAsymm8, MeanVts2Test) ARMNN_AUTO_TEST_CASE_WITH_THF(MeanVts3QuantisedAsymm8, MeanVts3Test) // Max ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleMaximum, 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) // Min ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleMinimum1, MinimumBroadcast1ElementTest1) ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleMinimum2, MinimumBroadcast1ElementTest2) ARMNN_AUTO_TEST_CASE_WITH_THF(Minimum1DVectorUint8, MinimumBroadcast1DVectorUint8Test) // 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) ARMNN_AUTO_TEST_CASE_WITH_THF(AcrossChannelNormalization, AcrossChannelNormalizationTest) // Resize Bilinear - NCHW data layout ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleResizeBilinear, SimpleResizeBilinearTest, DataLayout::NCHW) ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearNop, ResizeBilinearNopTest, DataLayout::NCHW) ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearSqMin, ResizeBilinearSqMinTest, DataLayout::NCHW) ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearMin, ResizeBilinearMinTest, DataLayout::NCHW) ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearMag, ResizeBilinearMagTest, DataLayout::NCHW) ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleResizeBilinearUint8, SimpleResizeBilinearTest, DataLayout::NCHW) ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearNopUint8, ResizeBilinearNopTest, DataLayout::NCHW) ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearSqMinUint8, ResizeBilinearSqMinTest, DataLayout::NCHW) ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearMinUint8, ResizeBilinearMinTest, DataLayout::NCHW) ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearMagUint8, ResizeBilinearMagTest, DataLayout::NCHW) ARMNN_AUTO_TEST_CASE_WITH_THF(HalfPixelCentersResizeBilinear, HalfPixelCentersResizeBilinearTest, DataLayout::NCHW) ARMNN_AUTO_TEST_CASE_WITH_THF(AlignCornersResizeBilinear, AlignCornersResizeBilinearTest, DataLayout::NCHW) ARMNN_AUTO_TEST_CASE_WITH_THF(HalfPixelCentersResizeBilinearInt8, HalfPixelCentersResizeBilinearTest, DataLayout::NCHW) ARMNN_AUTO_TEST_CASE_WITH_THF(AlignCornersResizeBilinearInt8, AlignCornersResizeBilinearTest, DataLayout::NCHW) ARMNN_AUTO_TEST_CASE_WITH_THF(HalfPixelCentersResizeBilinearUint8, HalfPixelCentersResizeBilinearTest, DataLayout::NCHW) ARMNN_AUTO_TEST_CASE_WITH_THF(AlignCornersResizeBilinearUint8, AlignCornersResizeBilinearTest, DataLayout::NCHW) // Resize Bilinear - NHWC data layout ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearNopNhwc, ResizeBilinearNopTest, DataLayout::NHWC) ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleResizeBilinearNhwc, SimpleResizeBilinearTest, DataLayout::NHWC) ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearSqMinNhwc, ResizeBilinearSqMinTest, DataLayout::NHWC) ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearMinNhwc, ResizeBilinearMinTest, DataLayout::NHWC) ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearMagNhwc, ResizeBilinearMagTest, DataLayout::NHWC) ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearNopUint8Nhwc, ResizeBilinearNopTest, DataLayout::NHWC) ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleResizeBilinearUint8Nhwc, SimpleResizeBilinearTest, DataLayout::NHWC) ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearSqMinUint8Nhwc, ResizeBilinearSqMinTest, DataLayout::NHWC) ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearMinUint8Nhwc, ResizeBilinearMinTest, DataLayout::NHWC) ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearMagUint8Nhwc, ResizeBilinearMagTest, DataLayout::NHWC) ARMNN_AUTO_TEST_CASE_WITH_THF(HalfPixelCentersResizeBilinearNhwc, HalfPixelCentersResizeBilinearTest, DataLayout::NHWC) ARMNN_AUTO_TEST_CASE_WITH_THF(AlignCornersResizeBilinearNhwc, AlignCornersResizeBilinearTest, DataLayout::NHWC) ARMNN_AUTO_TEST_CASE_WITH_THF(HalfPixelCentersResizeBilinearInt8Nhwc, HalfPixelCentersResizeBilinearTest, DataLayout::NHWC) ARMNN_AUTO_TEST_CASE_WITH_THF(AlignCornersResizeBilinearInt8Nhwc, AlignCornersResizeBilinearTest, DataLayout::NHWC) ARMNN_AUTO_TEST_CASE_WITH_THF(HalfPixelCentersResizeBilinearUint8Nhwc, HalfPixelCentersResizeBilinearTest, DataLayout::NHWC) ARMNN_AUTO_TEST_CASE_WITH_THF(AlignCornersResizeBilinearUint8Nhwc, AlignCornersResizeBilinearTest, DataLayout::NHWC) // Resize NearestNeighbor - NCHW ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleResizeNearestNeighbor, SimpleResizeNearestNeighborTest, DataLayout::NCHW) ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborNop, ResizeNearestNeighborNopTest, DataLayout::NCHW) ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborSqMin, ResizeNearestNeighborSqMinTest, DataLayout::NCHW) ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborMin, ResizeNearestNeighborMinTest, DataLayout::NCHW) ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborMag, ResizeNearestNeighborMagTest, DataLayout::NCHW, 0.1f, 50, 0.1f, 50) ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleResizeNearestNeighborUint8, SimpleResizeNearestNeighborTest, DataLayout::NCHW) ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborNopUint8, ResizeNearestNeighborNopTest, DataLayout::NCHW) ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborSqMinUint8, ResizeNearestNeighborSqMinTest, DataLayout::NCHW) ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborMinUint8, ResizeNearestNeighborMinTest, DataLayout::NCHW) ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborMagUint8, ResizeNearestNeighborMagTest, DataLayout::NCHW, 0.1f, 50, 0.1f, 50) ARMNN_AUTO_TEST_CASE_WITH_THF(HalfPixelCentersResizeNearestNeighbour, HalfPixelCentersResizeNearestNeighbourTest, DataLayout::NCHW) ARMNN_AUTO_TEST_CASE_WITH_THF(AlignCornersResizeNearestNeighbour, AlignCornersResizeNearestNeighbourTest, DataLayout::NCHW) ARMNN_AUTO_TEST_CASE_WITH_THF(HalfPixelCentersResizeNearestNeighbourInt8, HalfPixelCentersResizeNearestNeighbourTest, DataLayout::NCHW) ARMNN_AUTO_TEST_CASE_WITH_THF(AlignCornersResizeNearestNeighbourInt8, AlignCornersResizeNearestNeighbourTest, DataLayout::NCHW) ARMNN_AUTO_TEST_CASE_WITH_THF(HalfPixelCentersResizeNearestNeighbourUint8, HalfPixelCentersResizeNearestNeighbourTest, DataLayout::NCHW) ARMNN_AUTO_TEST_CASE_WITH_THF(AlignCornersResizeNearestNeighbourUint8, AlignCornersResizeNearestNeighbourTest, DataLayout::NCHW) // Resize NearestNeighbor - NHWC ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborNopNhwc, ResizeNearestNeighborNopTest, DataLayout::NHWC) ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleResizeNearestNeighborNhwc, SimpleResizeNearestNeighborTest, DataLayout::NHWC) ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborSqMinNhwc, ResizeNearestNeighborSqMinTest, DataLayout::NHWC) ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborMinNhwc, ResizeNearestNeighborMinTest, DataLayout::NHWC) ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborMagNhwc, ResizeNearestNeighborMagTest, DataLayout::NHWC, 0.1f, 50, 0.1f, 50) ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborNopUint8Nhwc, ResizeNearestNeighborNopTest, DataLayout::NHWC) ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleResizeNearestNeighborUint8Nhwc, SimpleResizeNearestNeighborTest, DataLayout::NHWC) ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborSqMinUint8Nhwc, ResizeNearestNeighborSqMinTest, DataLayout::NHWC) ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborMinUint8Nhwc, ResizeNearestNeighborMinTest, DataLayout::NHWC) ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborMagUint8Nhwc, ResizeNearestNeighborMagTest, DataLayout::NHWC, 0.1f, 50, 0.1f, 50) ARMNN_AUTO_TEST_CASE_WITH_THF(HalfPixelCentersResizeNearestNeighbourNhwc, HalfPixelCentersResizeNearestNeighbourTest, DataLayout::NHWC) ARMNN_AUTO_TEST_CASE_WITH_THF(AlignCornersResizeNearestNeighbourNhwc, AlignCornersResizeNearestNeighbourTest, DataLayout::NHWC) ARMNN_AUTO_TEST_CASE_WITH_THF(HalfPixelCentersResizeNearestNeighbourInt8Nhwc, HalfPixelCentersResizeNearestNeighbourTest, DataLayout::NHWC) ARMNN_AUTO_TEST_CASE_WITH_THF(AlignCornersResizeNearestNeighbourInt8Nhwc, AlignCornersResizeNearestNeighbourTest, DataLayout::NHWC) ARMNN_AUTO_TEST_CASE_WITH_THF(HalfPixelCentersResizeNearestNeighbourUint8Nhwc, HalfPixelCentersResizeNearestNeighbourTest, DataLayout::NHWC) ARMNN_AUTO_TEST_CASE_WITH_THF(AlignCornersResizeNearestNeighbourUint8Nhwc, AlignCornersResizeNearestNeighbourTest, DataLayout::NHWC) // 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) // Quantize ARMNN_AUTO_TEST_CASE_WITH_THF(QuantizeSimpleUint8, QuantizeSimpleUint8Test) ARMNN_AUTO_TEST_CASE_WITH_THF(QuantizeClampUint8, QuantizeClampUint8Test) // PReLU ARMNN_AUTO_TEST_CASE_WITH_THF(PreluFloat32, PreluTest) ARMNN_AUTO_TEST_CASE_WITH_THF(PreluUint8, PreluTest) // 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) // Transpose ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleTransposeFloat32, SimpleTransposeTest) ARMNN_AUTO_TEST_CASE_WITH_THF(TransposeFloat32ValueSet1Test, TransposeValueSet1Test) ARMNN_AUTO_TEST_CASE_WITH_THF(TransposeFloat32ValueSet2Test, TransposeValueSet2Test) ARMNN_AUTO_TEST_CASE_WITH_THF(TransposeFloat32ValueSet3Test, TransposeValueSet3Test) ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleTransposeQASymms8, SimpleTransposeTest) ARMNN_AUTO_TEST_CASE_WITH_THF(TransposeQASymmS8ValueSet1Test, TransposeValueSet1Test) ARMNN_AUTO_TEST_CASE_WITH_THF(TransposeQASymmS8ValueSet2Test, TransposeValueSet2Test) ARMNN_AUTO_TEST_CASE_WITH_THF(TransposeQASymmS8ValueSet3Test, TransposeValueSet3Test) ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleTransposeQASymm8, SimpleTransposeTest) ARMNN_AUTO_TEST_CASE_WITH_THF(TransposeQASymm8ValueSet1Test, TransposeValueSet1Test) ARMNN_AUTO_TEST_CASE_WITH_THF(TransposeQASymm8ValueSet2Test, TransposeValueSet2Test) ARMNN_AUTO_TEST_CASE_WITH_THF(TransposeQASymm8ValueSet3Test, TransposeValueSet3Test) ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleTransposeQSymm16, SimpleTransposeTest) ARMNN_AUTO_TEST_CASE_WITH_THF(TransposeQSymm16ValueSet1Test, TransposeValueSet1Test) ARMNN_AUTO_TEST_CASE_WITH_THF(TransposeQSymm16ValueSet2Test, TransposeValueSet2Test) ARMNN_AUTO_TEST_CASE_WITH_THF(TransposeQSymm16ValueSet3Test, TransposeValueSet3Test) // TransposeConvolution2d ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleTransposeConvolution2dFloatNchw, SimpleTransposeConvolution2dTest, true, DataLayout::NCHW) ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleTransposeConvolution2dFloatNhwc, SimpleTransposeConvolution2dTest, true, DataLayout::NHWC) ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleTransposeConvolution2dUint8Nchw, SimpleTransposeConvolution2dTest, true, DataLayout::NCHW) ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleTransposeConvolution2dUint8Nhwc, SimpleTransposeConvolution2dTest, true, DataLayout::NHWC) ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedSimpleTransposeConvolution2dFloatNchw, SimpleTransposeConvolution2dTest, false, DataLayout::NCHW) ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedSimpleTransposeConvolution2dFloatNhwc, SimpleTransposeConvolution2dTest, true, DataLayout::NHWC) ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedSimpleTransposeConvolution2dUint8Nchw, SimpleTransposeConvolution2dTest, true, DataLayout::NCHW) ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedSimpleTransposeConvolution2dUint8Nhwc, SimpleTransposeConvolution2dTest, true, DataLayout::NHWC) ARMNN_AUTO_TEST_CASE_WITH_THF(PaddedTransposeConvolution2dFloatNchw, PaddedTransposeConvolution2dTest, true, DataLayout::NCHW) ARMNN_AUTO_TEST_CASE_WITH_THF(PaddedTransposeConvolution2dFloatNhwc, PaddedTransposeConvolution2dTest, true, DataLayout::NHWC) ARMNN_AUTO_TEST_CASE_WITH_THF(PaddedTransposeConvolution2dUint8Nchw, PaddedTransposeConvolution2dTest, true, DataLayout::NCHW) ARMNN_AUTO_TEST_CASE_WITH_THF(PaddedTransposeConvolution2dUint8Nhwc, PaddedTransposeConvolution2dTest, true, DataLayout::NHWC) ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedPaddedTransposeConvolution2dFloatNchw, PaddedTransposeConvolution2dTest, false, DataLayout::NCHW) ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedPaddedTransposeConvolution2dFloatNhwc, PaddedTransposeConvolution2dTest, true, DataLayout::NHWC) ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedPaddedTransposeConvolution2dInt8Nchw, PaddedTransposeConvolution2dTest, true, DataLayout::NCHW) ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedPaddedTransposeConvolution2dInt8Nhwc, PaddedTransposeConvolution2dTest, true, DataLayout::NHWC) ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedPaddedTransposeConvolution2dUint8Nchw, PaddedTransposeConvolution2dTest, true, DataLayout::NCHW) ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedPaddedTransposeConvolution2dUint8Nhwc, PaddedTransposeConvolution2dTest, true, DataLayout::NHWC) ARMNN_AUTO_TEST_CASE_WITH_THF(StridedTransposeConvolution2dFloatNchw, StridedTransposeConvolution2dTest, true, DataLayout::NCHW) ARMNN_AUTO_TEST_CASE_WITH_THF(StridedTransposeConvolution2dFloatNhwc, StridedTransposeConvolution2dTest, true, DataLayout::NHWC) ARMNN_AUTO_TEST_CASE_WITH_THF(StridedTransposeConvolution2dUint8Nchw, StridedTransposeConvolution2dTest, true, DataLayout::NCHW) ARMNN_AUTO_TEST_CASE_WITH_THF(StridedTransposeConvolution2dUint8Nhwc, StridedTransposeConvolution2dTest, true, DataLayout::NHWC) ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedStridedTransposeConvolution2dFloatNchw, StridedTransposeConvolution2dTest, false, DataLayout::NCHW) ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedStridedTransposeConvolution2dFloatNhwc, StridedTransposeConvolution2dTest, true, DataLayout::NHWC) ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedStridedTransposeConvolution2dUint8Nchw, StridedTransposeConvolution2dTest, true, DataLayout::NCHW) ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedStridedTransposeConvolution2dUint8Nhwc, StridedTransposeConvolution2dTest, true, DataLayout::NHWC) ARMNN_AUTO_TEST_CASE_WITH_THF(MultiChannelTransposeConvolution2dFloatNchw, MultiChannelTransposeConvolution2dTest, DataLayout::NCHW) ARMNN_AUTO_TEST_CASE_WITH_THF(MultiChannelTransposeConvolution2dFloatNhwc, MultiChannelTransposeConvolution2dTest, DataLayout::NHWC) ARMNN_AUTO_TEST_CASE_WITH_THF(MultiChannelTransposeConvolution2dUint8Nchw, MultiChannelTransposeConvolution2dTest, DataLayout::NCHW) ARMNN_AUTO_TEST_CASE_WITH_THF(MultiChannelTransposeConvolution2dUint8Nhwc, MultiChannelTransposeConvolution2dTest, DataLayout::NHWC) // Abs ARMNN_AUTO_TEST_CASE_WITH_THF(Abs2d, Abs2dTest) ARMNN_AUTO_TEST_CASE_WITH_THF(Abs3d, Abs3dTest) ARMNN_AUTO_TEST_CASE_WITH_THF(AbsZero, AbsZeroTest) ARMNN_AUTO_TEST_CASE_WITH_THF(Abs2dSigned32, Abs2dTest) ARMNN_AUTO_TEST_CASE_WITH_THF(Abs3dSigned32, Abs3dTest) ARMNN_AUTO_TEST_CASE_WITH_THF(AbsZeroSigned32, AbsZeroTest) // Rsqrt ARMNN_AUTO_TEST_CASE_WITH_THF(Rsqrt2d, Rsqrt2dTest) ARMNN_AUTO_TEST_CASE_WITH_THF(Rsqrt3d, Rsqrt3dTest) ARMNN_AUTO_TEST_CASE_WITH_THF(RsqrtZero, RsqrtZeroTest) ARMNN_AUTO_TEST_CASE_WITH_THF(RsqrtNegative, RsqrtNegativeTest) // Sqrt ARMNN_AUTO_TEST_CASE_WITH_THF(Sqrt2d, Sqrt2dTest) ARMNN_AUTO_TEST_CASE_WITH_THF(Sqrt3d, Sqrt3dTest) ARMNN_AUTO_TEST_CASE_WITH_THF(SqrtZero, SqrtZeroTest) ARMNN_AUTO_TEST_CASE_WITH_THF(SqrtNegative, SqrtNegativeTest) // ArgMinMax ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMinFloat32, ArgMinSimpleTest) ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMaxFloat32, ArgMaxSimpleTest) ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMinChannel, ArgMinChannelTest) ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMaxChannel, ArgMaxChannelTest) ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMaxHeight, ArgMaxHeightTest) ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMinWidth, ArgMinWidthTest) ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMinQAsymmS8, ArgMinSimpleTest) ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMaxQAsymmS8, ArgMaxSimpleTest) ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMinChannelQAsymmS8, ArgMinChannelTest) ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMaxChannelQAsymmS8, ArgMaxChannelTest) ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMaxHeightQAsymmS8, ArgMaxHeightTest) ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMinWidthQAsymmS8, ArgMinWidthTest) ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMinQAsymm8, ArgMinSimpleTest) ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMaxQAsymm8, ArgMaxSimpleTest) ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMinChannelQAsymm8, ArgMinChannelTest) ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMaxChannelQAsymm8, ArgMaxChannelTest) ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMaxHeightQAsymm8, ArgMaxHeightTest) ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMinWidthQAsymm8, ArgMinWidthTest) // Neg ARMNN_AUTO_TEST_CASE_WITH_THF(Neg2d, Neg2dTest) ARMNN_AUTO_TEST_CASE_WITH_THF(Neg3d, Neg3dTest) ARMNN_AUTO_TEST_CASE_WITH_THF(NegZero, NegZeroTest) ARMNN_AUTO_TEST_CASE_WITH_THF(NegNegative, NegNegativeTest) // Exp ARMNN_AUTO_TEST_CASE_WITH_THF(Exp2d, Exp2dTest) ARMNN_AUTO_TEST_CASE_WITH_THF(Exp3d, Exp3dTest) ARMNN_AUTO_TEST_CASE_WITH_THF(ExpZero, ExpZeroTest) ARMNN_AUTO_TEST_CASE_WITH_THF(ExpNegative, ExpNegativeTest) // Log ARMNN_AUTO_TEST_CASE_WITH_THF(Log2d, Log2dTest) ARMNN_AUTO_TEST_CASE_WITH_THF(Log3d, Log3dTest) ARMNN_AUTO_TEST_CASE_WITH_THF(LogZero, LogZeroTest) ARMNN_AUTO_TEST_CASE_WITH_THF(LogNegative, LogNegativeTest) // Sin ARMNN_AUTO_TEST_CASE_WITH_THF(Sin2d, Sin2dTest) ARMNN_AUTO_TEST_CASE_WITH_THF(Sin3d, Sin3dTest) ARMNN_AUTO_TEST_CASE_WITH_THF(SinZero, SinZeroTest) ARMNN_AUTO_TEST_CASE_WITH_THF(SinNegative, SinNegativeTest) // Fill ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleFill, SimpleFillTest) ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleFillF16, SimpleFillTest) ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleFillS32, SimpleFillTest) // Logical ARMNN_AUTO_TEST_CASE_WITH_THF(LogicalNot, LogicalNotTest) ARMNN_AUTO_TEST_CASE_WITH_THF(LogicalNotInt, LogicalNotIntTest) ARMNN_AUTO_TEST_CASE_WITH_THF(LogicalAnd, LogicalAndTest) ARMNN_AUTO_TEST_CASE_WITH_THF(LogicalAndInt, LogicalAndIntTest) ARMNN_AUTO_TEST_CASE_WITH_THF(LogicalAndBroadcast1, LogicalAndBroadcast1Test) ARMNN_AUTO_TEST_CASE_WITH_THF(LogicalAndBroadcast2, LogicalAndBroadcast2Test) ARMNN_AUTO_TEST_CASE_WITH_THF(LogicalAndBroadcast3, LogicalAndBroadcast3Test) ARMNN_AUTO_TEST_CASE_WITH_THF(LogicalOr, LogicalOrTest) ARMNN_AUTO_TEST_CASE_WITH_THF(LogicalOrInt, LogicalOrIntTest) ARMNN_AUTO_TEST_CASE_WITH_THF(LogicalOrBroadcast1, LogicalOrBroadcast1Test) ARMNN_AUTO_TEST_CASE_WITH_THF(LogicalOrBroadcast2, LogicalOrBroadcast2Test) ARMNN_AUTO_TEST_CASE_WITH_THF(LogicalOrBroadcast3, LogicalOrBroadcast3Test) // ReduceSum // Moved to NeonLayerTests_NDK_Bug.cpp //ARMNN_AUTO_TEST_CASE_WITH_THF(ReduceSumFloat32, ReduceSumSimpleTest) ARMNN_AUTO_TEST_CASE_WITH_THF(ReduceSumSingleAxisFloat32_1, ReduceSumSingleAxisTest1) ARMNN_AUTO_TEST_CASE_WITH_THF(ReduceSumSingleAxisFloat32_2, ReduceSumSingleAxisTest2) // Moved to NeonLayerTests_NDK_Bug.cpp //ARMNN_AUTO_TEST_CASE_WITH_THF(ReduceSumSingleAxisFloat32_3, ReduceSumSingleAxisTest3) // ReduceProd ARMNN_AUTO_TEST_CASE_WITH_THF(ReduceProdSingleAxisFloat32_1, ReduceProdSingleAxisTest1) ARMNN_AUTO_TEST_CASE_WITH_THF(ReduceProdSingleAxisFloat32_2, ReduceProdSingleAxisTest2) // ReduceMax ARMNN_AUTO_TEST_CASE_WITH_THF(ReduceMaxFloat32, ReduceMaxSimpleTest) ARMNN_AUTO_TEST_CASE_WITH_THF(ReduceMaxNegativeAxisFloat32, ReduceMaxNegativeAxisTest) ARMNN_AUTO_TEST_CASE_WITH_THF(ReduceMax2Float32, ReduceMaxSimpleTest2) // ReduceMin ARMNN_AUTO_TEST_CASE_WITH_THF(ReduceMinFloat32, ReduceMinSimpleTest) ARMNN_AUTO_TEST_CASE_WITH_THF(ReduceMinNegativeAxisFloat32, ReduceMinNegativeAxisTest) // Cast ARMNN_AUTO_TEST_CASE_WITH_THF(CastInt32ToFloat, CastInt32ToFloat2dTest) ARMNN_AUTO_TEST_CASE_WITH_THF(CastInt8AsymmToFloat, CastInt8AsymmToFloat2dTest) ARMNN_AUTO_TEST_CASE_WITH_THF(CastUIntToFloat, CastUInt8ToFloat2dTest) ARMNN_AUTO_TEST_CASE_WITH_THF(CastFloatToIn8, CastFloat32ToInt82dTest) ARMNN_AUTO_TEST_CASE_WITH_THF(CastFloatToUInt8, CastFloat32ToUInt82dTest) // ChannelShuffle ARMNN_AUTO_TEST_CASE_WITH_THF(ChannelShuffle4DFloat32, ChannelShuffle4DTest) ARMNN_AUTO_TEST_CASE_WITH_THF(ChannelShuffle4DQAsymmU8, ChannelShuffle4DTest) ARMNN_AUTO_TEST_CASE_WITH_THF(ChannelShuffle4DQAsymmS8, ChannelShuffle4DTest) #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(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(CompareMaxPooling2dWithReference, ComparePooling2dTest, PoolingAlgorithm::Max) ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareMaxPooling2dWithReferenceUint8, ComparePooling2dUint8Test, PoolingAlgorithm::Max) ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareAveragePooling2dWithReference, ComparePooling2dTest, PoolingAlgorithm::Average) ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareAveragePooling2dWithReferenceUint8, ComparePooling2dUint8Test, PoolingAlgorithm::Average) ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareL2Pooling2dWithReference, ComparePooling2dTest, PoolingAlgorithm::L2) ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(UNSUPPORTED_CompareL2Pooling2dWithReferenceUint8, ComparePooling2dUint8Test, PoolingAlgorithm::L2) ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareMaxPooling3dWithRef, ComparePooling3dTest, PoolingAlgorithm::Max, DataLayout::NDHWC) ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareAveragePooling3dWithRef, ComparePooling3dTest, PoolingAlgorithm::Average, DataLayout::NDHWC) ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareL2Pooling3dWithRef, ComparePooling3dTest, PoolingAlgorithm::L2, DataLayout::NDHWC) // Moved to NeonLayerTests_NDK_Bug.cpp //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(CompareSoftmaxUint8Beta1WithReference, CompareSoftmaxUint8Test, 1.0f) ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareSoftmaxUint8Beta2WithReference, CompareSoftmaxUint8Test, 2.0f) ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareAddition, CompareAdditionTest) ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareMultiplicationWithReference, 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, 1u) 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 }