telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1 | // |
| 2 | // Copyright © 2017 Arm Ltd. All rights reserved. |
David Beck | ecb56cd | 2018-09-05 12:52:57 +0100 | [diff] [blame] | 3 | // SPDX-License-Identifier: MIT |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 4 | // |
arovir01 | 43095f3 | 2018-10-09 18:04:24 +0100 | [diff] [blame] | 5 | |
| 6 | #include "ClContextControlFixture.hpp" |
Aron Virginas-Tar | 5605519 | 2018-11-12 18:10:43 +0000 | [diff] [blame] | 7 | #include "ClWorkloadFactoryHelper.hpp" |
arovir01 | 43095f3 | 2018-10-09 18:04:24 +0100 | [diff] [blame] | 8 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 9 | #include "test/TensorHelpers.hpp" |
arovir01 | 43095f3 | 2018-10-09 18:04:24 +0100 | [diff] [blame] | 10 | #include "test/UnitTests.hpp" |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 11 | |
Aron Virginas-Tar | c9cc804 | 2018-11-01 16:15:57 +0000 | [diff] [blame] | 12 | #include <cl/ClLayerSupport.hpp> |
| 13 | #include <cl/ClWorkloadFactory.hpp> |
| 14 | #include <cl/workloads/ClWorkloadUtils.hpp> |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 15 | |
Aron Virginas-Tar | c9cc804 | 2018-11-01 16:15:57 +0000 | [diff] [blame] | 16 | #include <backendsCommon/test/ActivationFixture.hpp> |
| 17 | #include <backendsCommon/test/LayerTests.hpp> |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 18 | |
| 19 | #include <arm_compute/core/CL/CLKernelLibrary.h> |
| 20 | #include <arm_compute/runtime/CL/CLScheduler.h> |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 21 | |
arovir01 | 43095f3 | 2018-10-09 18:04:24 +0100 | [diff] [blame] | 22 | #include <boost/test/unit_test.hpp> |
| 23 | |
| 24 | #include <iostream> |
| 25 | #include <string> |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 26 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 27 | BOOST_FIXTURE_TEST_SUITE(Compute_ArmComputeCl, ClContextControlFixture) |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 28 | |
| 29 | using namespace armnn; |
| 30 | |
| 31 | using FactoryType = ClWorkloadFactory; |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 32 | |
| 33 | // ============================================================================ |
| 34 | // UNIT tests |
| 35 | |
| 36 | // Activation |
| 37 | ARMNN_AUTO_TEST_CASE(ConstantLinearActivation, ConstantLinearActivationTest) |
| 38 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 39 | ARMNN_AUTO_TEST_CASE(ReLu1Uint8, BoundedReLuUint8UpperAndLowerBoundTest) |
| 40 | ARMNN_AUTO_TEST_CASE(ReLu6Uint8, BoundedReLuUint8UpperBoundOnlyTest) |
| 41 | |
Finn Williams | b5b9bdf | 2019-02-18 10:07:34 +0000 | [diff] [blame] | 42 | ARMNN_AUTO_TEST_CASE(Logistic, SimpleSigmoidTest) |
| 43 | ARMNN_AUTO_TEST_CASE(LogisticUint8, SimpleSigmoidUint8Test) |
| 44 | |
Mike Kelly | 831faed | 2018-11-28 11:52:08 +0000 | [diff] [blame] | 45 | // Batch To Space |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 46 | ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat321, BatchToSpaceNdNhwcTest1<DataType::Float32>) |
| 47 | ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat322, BatchToSpaceNdNhwcTest2<DataType::Float32>) |
| 48 | ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat323, BatchToSpaceNdNhwcTest3<DataType::Float32>) |
Mike Kelly | 831faed | 2018-11-28 11:52:08 +0000 | [diff] [blame] | 49 | |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 50 | ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat321, BatchToSpaceNdNchwTest1<DataType::Float32>) |
| 51 | ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat322, BatchToSpaceNdNchwTest2<DataType::Float32>) |
| 52 | ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat323, BatchToSpaceNdNchwTest3<DataType::Float32>) |
Mike Kelly | 831faed | 2018-11-28 11:52:08 +0000 | [diff] [blame] | 53 | |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 54 | ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint1, BatchToSpaceNdNhwcTest1<DataType::QuantisedAsymm8>) |
| 55 | ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint2, BatchToSpaceNdNhwcTest2<DataType::QuantisedAsymm8>) |
| 56 | ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint3, BatchToSpaceNdNhwcTest3<DataType::QuantisedAsymm8>) |
Mike Kelly | 831faed | 2018-11-28 11:52:08 +0000 | [diff] [blame] | 57 | |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 58 | ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint1, BatchToSpaceNdNchwTest1<DataType::QuantisedAsymm8>) |
| 59 | ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint2, BatchToSpaceNdNchwTest2<DataType::QuantisedAsymm8>) |
| 60 | ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint3, BatchToSpaceNdNchwTest3<DataType::QuantisedAsymm8>) |
Mike Kelly | 831faed | 2018-11-28 11:52:08 +0000 | [diff] [blame] | 61 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 62 | // Fully Connected |
| 63 | ARMNN_AUTO_TEST_CASE(SimpleFullyConnected, FullyConnectedFloat32Test, false, false) |
| 64 | ARMNN_AUTO_TEST_CASE(SimpleFullyConnectedWithBias, FullyConnectedFloat32Test, true, false) |
| 65 | ARMNN_AUTO_TEST_CASE(SimpleFullyConnectedWithTranspose, FullyConnectedFloat32Test, false, true) |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 66 | ARMNN_AUTO_TEST_CASE(FullyConnectedUint8, FullyConnectedTest<DataType::QuantisedAsymm8>, false) |
| 67 | ARMNN_AUTO_TEST_CASE(FullyConnectedBiasedUint8, FullyConnectedTest<DataType::QuantisedAsymm8>, true) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 68 | |
| 69 | ARMNN_AUTO_TEST_CASE(FullyConnectedLarge, FullyConnectedLargeTest, false) |
| 70 | ARMNN_AUTO_TEST_CASE(FullyConnectedLargeTransposed, FullyConnectedLargeTest, true) |
| 71 | |
| 72 | // Convolution |
| 73 | ARMNN_AUTO_TEST_CASE(SimpleConvolution1d, Convolution1dTest, true) |
| 74 | |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 75 | ARMNN_AUTO_TEST_CASE(SimpleConvolution2d, SimpleConvolution2d3x5Test, true, DataLayout::NCHW) |
| 76 | ARMNN_AUTO_TEST_CASE(SimpleConvolution2dNhwc, SimpleConvolution2d3x5Test, true, DataLayout::NHWC) |
| 77 | ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x3Uint8, SimpleConvolution2d3x3Uint8Test, true, DataLayout::NCHW) |
| 78 | ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x3Uint8Nhwc, SimpleConvolution2d3x3Uint8Test, true, DataLayout::NHWC) |
| 79 | ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2d, SimpleConvolution2d3x5Test, false, DataLayout::NCHW) |
| 80 | ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2dNhwc, SimpleConvolution2d3x5Test, false, DataLayout::NHWC) |
Mike Kelly | 7332ed8 | 2018-12-20 17:03:06 +0000 | [diff] [blame] | 81 | ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2dStride2x2Nhwc, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 82 | SimpleConvolution2d3x3Stride2x2Test, false, DataLayout::NHWC) |
jimfly01 | 0a088a6 | 2018-10-25 17:05:05 +0100 | [diff] [blame] | 83 | |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 84 | ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2dSquare, SimpleConvolution2d3x3Test, false, DataLayout::NCHW) |
| 85 | ARMNN_AUTO_TEST_CASE(SimpleConvolution2dAsymmetricPadding, Convolution2dAsymmetricPaddingTest, DataLayout::NCHW) |
narpra01 | 5f70318 | 2018-10-26 16:24:58 +0100 | [diff] [blame] | 86 | |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 87 | ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2dSquareNhwc, SimpleConvolution2d3x3Test, false, DataLayout::NHWC) |
narpra01 | f97debb | 2018-11-09 09:27:31 +0000 | [diff] [blame] | 88 | ARMNN_AUTO_TEST_CASE(SimpleConvolution2dAsymmetricPaddingNhwc, |
| 89 | Convolution2dAsymmetricPaddingTest, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 90 | DataLayout::NHWC) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 91 | |
Francis Murtagh | d59116e | 2018-10-04 16:03:07 +0100 | [diff] [blame] | 92 | ARMNN_AUTO_TEST_CASE(SimpleConvolution2dSquareNhwc, SimpleConvolution2d3x3NhwcTest, false) |
| 93 | |
Jan Eilers | 4b961d3 | 2019-07-11 09:19:35 +0100 | [diff] [blame] | 94 | ARMNN_AUTO_TEST_CASE(Convolution2d3x3Dilation3x3, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 95 | Convolution2d3x3Dilation3x3Test<DataType::Float32, DataType::Float32>, |
Jan Eilers | 4b961d3 | 2019-07-11 09:19:35 +0100 | [diff] [blame] | 96 | false, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 97 | DataLayout::NCHW) |
Jan Eilers | 4b961d3 | 2019-07-11 09:19:35 +0100 | [diff] [blame] | 98 | ARMNN_AUTO_TEST_CASE(Convolution2d3x3Dilation3x3Nhwc, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 99 | Convolution2d3x3Dilation3x3Test<DataType::Float32, DataType::Float32>, |
Jan Eilers | 4b961d3 | 2019-07-11 09:19:35 +0100 | [diff] [blame] | 100 | false, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 101 | DataLayout::NHWC) |
Jan Eilers | 4b961d3 | 2019-07-11 09:19:35 +0100 | [diff] [blame] | 102 | ARMNN_AUTO_TEST_CASE(Convolution2d3x3Dilation3x3Uint8, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 103 | Convolution2d3x3Dilation3x3Test<DataType::QuantisedAsymm8, DataType::Signed32>, |
Jan Eilers | 4b961d3 | 2019-07-11 09:19:35 +0100 | [diff] [blame] | 104 | false, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 105 | DataLayout::NCHW) |
Jan Eilers | 4b961d3 | 2019-07-11 09:19:35 +0100 | [diff] [blame] | 106 | ARMNN_AUTO_TEST_CASE(Convolution2d3x3Dilation3x3NhwcUint8, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 107 | Convolution2d3x3Dilation3x3Test<DataType::QuantisedAsymm8, DataType::Signed32>, |
Jan Eilers | 4b961d3 | 2019-07-11 09:19:35 +0100 | [diff] [blame] | 108 | false, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 109 | DataLayout::NHWC) |
Jan Eilers | 4b961d3 | 2019-07-11 09:19:35 +0100 | [diff] [blame] | 110 | ARMNN_AUTO_TEST_CASE(Convolution2d2x3x3Dilation3x3, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 111 | Convolution2d2x3x3Dilation3x3Test<DataType::Float32, DataType::Float32>, |
Jan Eilers | 4b961d3 | 2019-07-11 09:19:35 +0100 | [diff] [blame] | 112 | false, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 113 | DataLayout::NCHW) |
Jan Eilers | 4b961d3 | 2019-07-11 09:19:35 +0100 | [diff] [blame] | 114 | ARMNN_AUTO_TEST_CASE(Convolution2d2x3x3Dilation3x3Nhwc, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 115 | Convolution2d2x3x3Dilation3x3Test<DataType::Float32, DataType::Float32>, |
Jan Eilers | 4b961d3 | 2019-07-11 09:19:35 +0100 | [diff] [blame] | 116 | false, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 117 | DataLayout::NHWC) |
Jan Eilers | 4b961d3 | 2019-07-11 09:19:35 +0100 | [diff] [blame] | 118 | ARMNN_AUTO_TEST_CASE(Convolution2d2x3x3Dilation3x3Uint8, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 119 | Convolution2d2x3x3Dilation3x3Test<DataType::QuantisedAsymm8, DataType::Signed32>, |
Jan Eilers | 4b961d3 | 2019-07-11 09:19:35 +0100 | [diff] [blame] | 120 | false, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 121 | DataLayout::NCHW) |
Jan Eilers | 4b961d3 | 2019-07-11 09:19:35 +0100 | [diff] [blame] | 122 | ARMNN_AUTO_TEST_CASE(Convolution2d2x3x3Dilation3x3NhwcUint8, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 123 | Convolution2d2x3x3Dilation3x3Test<DataType::QuantisedAsymm8, DataType::Signed32>, |
Jan Eilers | 4b961d3 | 2019-07-11 09:19:35 +0100 | [diff] [blame] | 124 | false, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 125 | DataLayout::NHWC) |
Jan Eilers | 0bf6b23 | 2019-07-12 10:46:33 +0100 | [diff] [blame] | 126 | ARMNN_AUTO_TEST_CASE(Convolution2d2x2Dilation2x2Padding2x2Stride3x3, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 127 | Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test<DataType::Float32, DataType::Float32>, |
Jan Eilers | 4b961d3 | 2019-07-11 09:19:35 +0100 | [diff] [blame] | 128 | false, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 129 | DataLayout::NCHW) |
Jan Eilers | 0bf6b23 | 2019-07-12 10:46:33 +0100 | [diff] [blame] | 130 | ARMNN_AUTO_TEST_CASE(Convolution2d2x2Dilation2x2Padding2x2Stride3x3Nhwc, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 131 | Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test<DataType::Float32, DataType::Float32>, |
Jan Eilers | 4b961d3 | 2019-07-11 09:19:35 +0100 | [diff] [blame] | 132 | false, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 133 | DataLayout::NHWC) |
Jan Eilers | 0bf6b23 | 2019-07-12 10:46:33 +0100 | [diff] [blame] | 134 | ARMNN_AUTO_TEST_CASE(Convolution2d2x2Dilation2x2Padding2x2Stride3x3Uint8, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 135 | Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test<DataType::QuantisedAsymm8, DataType::Signed32>, |
Jan Eilers | 4b961d3 | 2019-07-11 09:19:35 +0100 | [diff] [blame] | 136 | false, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 137 | DataLayout::NCHW) |
Jan Eilers | 0bf6b23 | 2019-07-12 10:46:33 +0100 | [diff] [blame] | 138 | ARMNN_AUTO_TEST_CASE(Convolution2d2x2Dilation2x2Padding2x2Stride3x3NhwcUint8, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 139 | Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test<DataType::QuantisedAsymm8, DataType::Signed32>, |
Jan Eilers | 4b961d3 | 2019-07-11 09:19:35 +0100 | [diff] [blame] | 140 | false, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 141 | DataLayout::NHWC) |
| 142 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 143 | // Depthwise Convolution |
jimfly01 | b9c8963 | 2018-10-26 16:50:13 +0100 | [diff] [blame] | 144 | ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 145 | DepthwiseConvolution2dDepthMul1Test, true, DataLayout::NCHW) |
jimfly01 | b9c8963 | 2018-10-26 16:50:13 +0100 | [diff] [blame] | 146 | ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 147 | DepthwiseConvolution2dDepthMul1Test, false, DataLayout::NCHW) |
jimfly01 | b9c8963 | 2018-10-26 16:50:13 +0100 | [diff] [blame] | 148 | ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1Uint8, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 149 | DepthwiseConvolution2dDepthMul1Uint8Test, true, DataLayout::NCHW) |
jimfly01 | b9c8963 | 2018-10-26 16:50:13 +0100 | [diff] [blame] | 150 | ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1Uint8, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 151 | DepthwiseConvolution2dDepthMul1Uint8Test, false, DataLayout::NCHW) |
jimfly01 | b9c8963 | 2018-10-26 16:50:13 +0100 | [diff] [blame] | 152 | |
| 153 | // NHWC Depthwise Convolution |
| 154 | ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1Nhwc, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 155 | DepthwiseConvolution2dDepthMul1Test, true, DataLayout::NHWC) |
jimfly01 | b9c8963 | 2018-10-26 16:50:13 +0100 | [diff] [blame] | 156 | ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1Nhwc, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 157 | DepthwiseConvolution2dDepthMul1Test, false, DataLayout::NHWC) |
jimfly01 | b9c8963 | 2018-10-26 16:50:13 +0100 | [diff] [blame] | 158 | ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1Uint8Nhwc, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 159 | DepthwiseConvolution2dDepthMul1Uint8Test, true, DataLayout::NHWC) |
jimfly01 | b9c8963 | 2018-10-26 16:50:13 +0100 | [diff] [blame] | 160 | ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1Uint8Nhwc, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 161 | DepthwiseConvolution2dDepthMul1Uint8Test, false, DataLayout::NHWC) |
Bruno Goncalves | 22972f0 | 2019-04-26 21:03:24 -0300 | [diff] [blame] | 162 | ARMNN_AUTO_TEST_CASE(SimpleDepthwiseConvolution2d3x3Dilation3x3Nhwc, |
| 163 | SimpleDepthwiseConvolution2d3x3Dilation3x3NhwcTest) |
jimfly01 | b9c8963 | 2018-10-26 16:50:13 +0100 | [diff] [blame] | 164 | |
| 165 | |
Nikhil Raj | cec6b65 | 2018-10-12 13:51:57 +0100 | [diff] [blame] | 166 | ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthNhwc, DepthwiseConvolution2dDepthNhwcTest, false) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 167 | |
jimfly01 | 382a91d | 2018-10-26 15:55:50 +0100 | [diff] [blame] | 168 | ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dAsymmetric, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 169 | DepthwiseConvolution2dAsymmetricTest, true, DataLayout::NCHW) |
jimfly01 | 382a91d | 2018-10-26 15:55:50 +0100 | [diff] [blame] | 170 | ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dAsymmetric, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 171 | DepthwiseConvolution2dAsymmetricTest, false, DataLayout::NCHW) |
jimfly01 | 382a91d | 2018-10-26 15:55:50 +0100 | [diff] [blame] | 172 | ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dAsymmetricNhwc, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 173 | DepthwiseConvolution2dAsymmetricTest, true, DataLayout::NHWC) |
jimfly01 | 382a91d | 2018-10-26 15:55:50 +0100 | [diff] [blame] | 174 | ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dAsymmetricNhwc, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 175 | DepthwiseConvolution2dAsymmetricTest, false, DataLayout::NHWC) |
surmeh01 | 3537c2c | 2018-05-18 16:31:43 +0100 | [diff] [blame] | 176 | |
Matthew Jackson | 9910792 | 2019-07-25 12:58:56 +0100 | [diff] [blame] | 177 | ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul64, DepthwiseConvolution2dDepthMul64Test); |
| 178 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 179 | // Splitter |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 180 | ARMNN_AUTO_TEST_CASE(SimpleSplitterFloat32, SplitterFloat32Test) |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 181 | ARMNN_AUTO_TEST_CASE(SimpleSplitterUint8, SplitterUint8Test) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 182 | |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 183 | ARMNN_AUTO_TEST_CASE(CopyViaSplitterFloat32, CopyViaSplitterFloat32Test) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 184 | ARMNN_AUTO_TEST_CASE(CopyViaSplitterUint8, CopyViaSplitterUint8Test) |
| 185 | |
Jim Flynn | 4ed6c83 | 2019-05-20 11:02:46 +0100 | [diff] [blame] | 186 | // Concat |
| 187 | ARMNN_AUTO_TEST_CASE(SimpleConcat, ConcatTest) |
| 188 | ARMNN_AUTO_TEST_CASE(ConcatUint8, ConcatUint8Test) |
Narumol Prangnawarat | 71c80b1 | 2019-06-17 17:45:43 +0100 | [diff] [blame] | 189 | ARMNN_AUTO_TEST_CASE(ConcatUint8DifferentInputOutputQParam, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 190 | ConcatDifferentInputOutputQParamTest<DataType::QuantisedAsymm8>, false) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 191 | |
narpra01 | 55a97bc | 2018-10-02 14:35:53 +0100 | [diff] [blame] | 192 | // Normalization |
| 193 | ARMNN_AUTO_TEST_CASE(SimpleNormalizationAcross, SimpleNormalizationAcrossTest) |
| 194 | ARMNN_AUTO_TEST_CASE(SimpleNormalizationWithin, SimpleNormalizationWithinTest) |
| 195 | ARMNN_AUTO_TEST_CASE(SimpleNormalizationAcrossNhwc, SimpleNormalizationAcrossNhwcTest) |
| 196 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 197 | // Pooling |
| 198 | ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dSize3x3Stride2x4, SimpleMaxPooling2dSize3x3Stride2x4Test, true) |
| 199 | ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dSize3x3Stride2x4Uint8, SimpleMaxPooling2dSize3x3Stride2x4Uint8Test, true) |
| 200 | |
| 201 | ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleMaxPooling2d, IgnorePaddingSimpleMaxPooling2dTest) |
| 202 | ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleMaxPooling2dUint8, IgnorePaddingSimpleMaxPooling2dUint8Test) |
| 203 | ARMNN_AUTO_TEST_CASE(IgnorePaddingMaxPooling2dSize3, IgnorePaddingMaxPooling2dSize3Test) |
| 204 | ARMNN_AUTO_TEST_CASE(IgnorePaddingMaxPooling2dSize3Uint8, IgnorePaddingMaxPooling2dSize3Uint8Test) |
| 205 | |
| 206 | ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2d, IgnorePaddingSimpleAveragePooling2dTest) |
| 207 | ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2dUint8, IgnorePaddingSimpleAveragePooling2dUint8Test) |
| 208 | ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2dNoPadding, IgnorePaddingSimpleAveragePooling2dNoPaddingTest) |
| 209 | ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2dNoPaddingUint8, |
surmeh01 | bceff2f | 2018-03-29 16:29:27 +0100 | [diff] [blame] | 210 | IgnorePaddingSimpleAveragePooling2dNoPaddingUint8Test) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 211 | ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3, IgnorePaddingAveragePooling2dSize3Test) |
| 212 | ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3Uint8, IgnorePaddingAveragePooling2dSize3Uint8Test) |
| 213 | |
| 214 | ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleL2Pooling2d, IgnorePaddingSimpleL2Pooling2dTest) |
| 215 | ARMNN_AUTO_TEST_CASE(UNSUPPORTED_IgnorePaddingSimpleL2Pooling2dUint8, IgnorePaddingSimpleL2Pooling2dUint8Test) |
| 216 | ARMNN_AUTO_TEST_CASE(IgnorePaddingL2Pooling2dSize3, IgnorePaddingL2Pooling2dSize3Test) |
| 217 | ARMNN_AUTO_TEST_CASE(UNSUPPORTED_IgnorePaddingL2Pooling2dSize3Uint8, IgnorePaddingL2Pooling2dSize3Uint8Test) |
| 218 | |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 219 | ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2d, SimpleMaxPooling2dTest, DataLayout::NCHW) |
| 220 | ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dNhwc, SimpleMaxPooling2dTest, DataLayout::NHWC) |
| 221 | ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dUint8, SimpleMaxPooling2dUint8Test, DataLayout::NCHW) |
| 222 | ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dUint8Nhwc, SimpleMaxPooling2dUint8Test, DataLayout::NHWC) |
James Conroy | 45a9b77 | 2018-10-31 11:47:53 +0000 | [diff] [blame] | 223 | |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 224 | ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2d, SimpleAveragePooling2dTest, DataLayout::NCHW) |
| 225 | ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2dNhwc, SimpleAveragePooling2dTest, DataLayout::NHWC) |
| 226 | ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2dUint8, SimpleAveragePooling2dUint8Test, DataLayout::NCHW) |
| 227 | ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2dUint8Nhwc, SimpleAveragePooling2dUint8Test, DataLayout::NHWC) |
James Conroy | 45a9b77 | 2018-10-31 11:47:53 +0000 | [diff] [blame] | 228 | |
surmeh01 | bceff2f | 2018-03-29 16:29:27 +0100 | [diff] [blame] | 229 | ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3x2Stride2x2, |
| 230 | IgnorePaddingAveragePooling2dSize3x2Stride2x2Test, |
| 231 | false) |
| 232 | ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3x2Stride2x2NoPadding, |
| 233 | IgnorePaddingAveragePooling2dSize3x2Stride2x2Test, |
| 234 | true) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 235 | ARMNN_AUTO_TEST_CASE(LargeTensorsAveragePooling2d, LargeTensorsAveragePooling2dTest) |
| 236 | ARMNN_AUTO_TEST_CASE(LargeTensorsAveragePooling2dUint8, LargeTensorsAveragePooling2dUint8Test) |
| 237 | |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 238 | ARMNN_AUTO_TEST_CASE(SimpleL2Pooling2d, SimpleL2Pooling2dTest, DataLayout::NCHW) |
| 239 | ARMNN_AUTO_TEST_CASE(SimpleL2Pooling2dNhwc, SimpleL2Pooling2dTest, DataLayout::NHWC) |
| 240 | ARMNN_AUTO_TEST_CASE(UNSUPPORTED_SimpleL2Pooling2dUint8, SimpleL2Pooling2dUint8Test, DataLayout::NCHW) |
James Conroy | 45a9b77 | 2018-10-31 11:47:53 +0000 | [diff] [blame] | 241 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 242 | ARMNN_AUTO_TEST_CASE(L2Pooling2dSize3Stride1, L2Pooling2dSize3Stride1Test) |
| 243 | ARMNN_AUTO_TEST_CASE(UNSUPPORTED_L2Pooling2dSize3Stride1Uint8, L2Pooling2dSize3Stride1Uint8Test) |
| 244 | ARMNN_AUTO_TEST_CASE(L2Pooling2dSize3Stride3, L2Pooling2dSize3Stride3Test) |
| 245 | ARMNN_AUTO_TEST_CASE(UNSUPPORTED_L2Pooling2dSize3Stride3Uint8, L2Pooling2dSize3Stride3Uint8Test) |
| 246 | ARMNN_AUTO_TEST_CASE(L2Pooling2dSize3Stride4, L2Pooling2dSize3Stride4Test) |
| 247 | ARMNN_AUTO_TEST_CASE(UNSUPPORTED_L2Pooling2dSize3Stride4Uint8, L2Pooling2dSize3Stride4Uint8Test) |
| 248 | ARMNN_AUTO_TEST_CASE(L2Pooling2dSize7, L2Pooling2dSize7Test) |
| 249 | ARMNN_AUTO_TEST_CASE(UNSUPPORTED_L2Pooling2dSize7Uint8, L2Pooling2dSize7Uint8Test) |
| 250 | ARMNN_AUTO_TEST_CASE(L2Pooling2dSize9, L2Pooling2dSize9Test) |
| 251 | ARMNN_AUTO_TEST_CASE(UNSUPPORTED_L2Pooling2dSize9Uint8, L2Pooling2dSize9Uint8Test) |
| 252 | |
| 253 | // Add |
| 254 | ARMNN_AUTO_TEST_CASE(SimpleAdd, AdditionTest) |
Matthew Jackson | dba634f | 2019-08-15 15:14:18 +0100 | [diff] [blame] | 255 | ARMNN_AUTO_TEST_CASE(Add5d, Addition5dTest) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 256 | ARMNN_AUTO_TEST_CASE(AddBroadcast1Element, AdditionBroadcast1ElementTest) |
David Beck | 4a8692c | 2018-09-07 16:19:24 +0100 | [diff] [blame] | 257 | ARMNN_AUTO_TEST_CASE(AddBroadcast, AdditionBroadcastTest) |
| 258 | |
| 259 | ARMNN_AUTO_TEST_CASE(AdditionUint8, AdditionUint8Test) |
| 260 | ARMNN_AUTO_TEST_CASE(AddBroadcastUint8, AdditionBroadcastUint8Test) |
| 261 | ARMNN_AUTO_TEST_CASE(AddBroadcast1ElementUint8, AdditionBroadcast1ElementUint8Test) |
| 262 | |
| 263 | // Sub |
| 264 | ARMNN_AUTO_TEST_CASE(SimpleSub, SubtractionTest) |
Mohamed Nour Abouelseoud | 3d93bc4 | 2018-11-21 10:35:17 +0000 | [diff] [blame] | 265 | ARMNN_AUTO_TEST_CASE(SubBroadcast1Element, SubtractionBroadcast1ElementTest) |
| 266 | ARMNN_AUTO_TEST_CASE(SubBroadcast, SubtractionBroadcastTest) |
| 267 | |
| 268 | ARMNN_AUTO_TEST_CASE(SubtractionUint8, SubtractionUint8Test) |
| 269 | ARMNN_AUTO_TEST_CASE(SubBroadcastUint8, SubtractionBroadcastUint8Test) |
| 270 | ARMNN_AUTO_TEST_CASE(SubBroadcast1ElementUint8, SubtractionBroadcast1ElementUint8Test) |
David Beck | 4a8692c | 2018-09-07 16:19:24 +0100 | [diff] [blame] | 271 | |
Francis Murtagh | e7a86a4 | 2018-08-29 12:42:10 +0100 | [diff] [blame] | 272 | // Div |
| 273 | ARMNN_AUTO_TEST_CASE(SimpleDivision, DivisionTest) |
David Beck | bc39245 | 2018-09-10 14:47:28 +0100 | [diff] [blame] | 274 | ARMNN_AUTO_TEST_CASE(DivisionByZero, DivisionByZeroTest) |
Francis Murtagh | e7a86a4 | 2018-08-29 12:42:10 +0100 | [diff] [blame] | 275 | ARMNN_AUTO_TEST_CASE(DivisionBroadcast1Element, DivisionBroadcast1ElementTest) |
| 276 | ARMNN_AUTO_TEST_CASE(DivisionBroadcast1DVector, DivisionBroadcast1DVectorTest) |
David Beck | 5cd01f3 | 2018-09-12 16:00:08 +0100 | [diff] [blame] | 277 | // NOTE: quantized division is not supported by CL and not required by the |
| 278 | // android NN api |
Francis Murtagh | e7a86a4 | 2018-08-29 12:42:10 +0100 | [diff] [blame] | 279 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 280 | // Mul |
| 281 | ARMNN_AUTO_TEST_CASE(SimpleMultiplication, MultiplicationTest) |
surmeh01 | bceff2f | 2018-03-29 16:29:27 +0100 | [diff] [blame] | 282 | ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1Element, MultiplicationBroadcast1ElementTest) |
| 283 | ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1DVector, MultiplicationBroadcast1DVectorTest) |
Matthew Bentham | e2ec330 | 2018-10-01 11:32:48 +0100 | [diff] [blame] | 284 | ARMNN_AUTO_TEST_CASE(MultiplicationUint8, MultiplicationUint8Test) |
| 285 | ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1ElementUint8, MultiplicationBroadcast1ElementUint8Test) |
| 286 | ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1DVectorUint8, MultiplicationBroadcast1DVectorUint8Test) |
Matthew Jackson | dba634f | 2019-08-15 15:14:18 +0100 | [diff] [blame] | 287 | ARMNN_AUTO_TEST_CASE(Multiplication5d, Multiplication5dTest) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 288 | |
| 289 | // Batch Norm |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 290 | ARMNN_AUTO_TEST_CASE(BatchNormFloat32, BatchNormFloat32Test) |
| 291 | ARMNN_AUTO_TEST_CASE(BatchNormFloat32Nhwc, BatchNormFloat32NhwcTest) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 292 | |
Matteo Martincigh | 539b44d | 2018-10-01 09:26:39 +0100 | [diff] [blame] | 293 | // L2 Normalization |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 294 | ARMNN_AUTO_TEST_CASE(L2Normalization1d, L2Normalization1dTest, DataLayout::NCHW) |
| 295 | ARMNN_AUTO_TEST_CASE(L2Normalization2d, L2Normalization2dTest, DataLayout::NCHW) |
| 296 | ARMNN_AUTO_TEST_CASE(L2Normalization3d, L2Normalization3dTest, DataLayout::NCHW) |
| 297 | ARMNN_AUTO_TEST_CASE(L2Normalization4d, L2Normalization4dTest, DataLayout::NCHW) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 298 | |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 299 | ARMNN_AUTO_TEST_CASE(L2Normalization1dNhwc, L2Normalization1dTest, DataLayout::NHWC) |
| 300 | ARMNN_AUTO_TEST_CASE(L2Normalization2dNhwc, L2Normalization2dTest, DataLayout::NHWC) |
| 301 | ARMNN_AUTO_TEST_CASE(L2Normalization3dNhwc, L2Normalization3dTest, DataLayout::NHWC) |
| 302 | ARMNN_AUTO_TEST_CASE(L2Normalization4dNhwc, L2Normalization4dTest, DataLayout::NHWC) |
Matteo Martincigh | 539b44d | 2018-10-01 09:26:39 +0100 | [diff] [blame] | 303 | |
Matthew Jackson | 82b15ed | 2019-07-25 16:14:30 +0100 | [diff] [blame] | 304 | ARMNN_AUTO_TEST_CASE(L2Normalization2dShape, L2Normalization2dShapeTest); |
| 305 | |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 306 | ARMNN_AUTO_TEST_CASE(L2NormalizationDefaultEpsilon, L2NormalizationDefaultEpsilonTest, DataLayout::NCHW) |
| 307 | ARMNN_AUTO_TEST_CASE(L2NormalizationNonDefaultEpsilon, L2NormalizationNonDefaultEpsilonTest, DataLayout::NCHW) |
Ferran Balaguer | 05bf054 | 2019-06-18 16:46:00 +0100 | [diff] [blame] | 308 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 309 | // Constant |
| 310 | ARMNN_AUTO_TEST_CASE(Constant, ConstantTest) |
Nina Drozd | 58ef2c6 | 2019-05-16 12:09:18 +0100 | [diff] [blame] | 311 | ARMNN_AUTO_TEST_CASE(ConstantUint8, ConstantUint8SimpleQuantizationScaleNoOffsetTest) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 312 | |
| 313 | // Concat |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 314 | ARMNN_AUTO_TEST_CASE(Concat1d, Concat1dTest) |
| 315 | ARMNN_AUTO_TEST_CASE(Concat1dUint8, Concat1dUint8Test) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 316 | |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 317 | ARMNN_AUTO_TEST_CASE(Concat2dDim0, Concat2dDim0Test) |
| 318 | ARMNN_AUTO_TEST_CASE(Concat2dDim0Uint8, Concat2dDim0Uint8Test) |
| 319 | ARMNN_AUTO_TEST_CASE(Concat2dDim1, Concat2dDim1Test) |
| 320 | ARMNN_AUTO_TEST_CASE(Concat2dDim1Uint8, Concat2dDim1Uint8Test) |
narpra01 | 63b0882 | 2018-11-20 11:29:12 +0000 | [diff] [blame] | 321 | |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 322 | ARMNN_AUTO_TEST_CASE(Concat2dDim0DiffInputDims, Concat2dDim0DiffInputDimsTest) |
| 323 | ARMNN_AUTO_TEST_CASE(Concat2dDim0DiffInputDimsUint8, Concat2dDim0DiffInputDimsUint8Test) |
| 324 | ARMNN_AUTO_TEST_CASE(Concat2dDim1DiffInputDims, Concat2dDim1DiffInputDimsTest) |
| 325 | ARMNN_AUTO_TEST_CASE(Concat2dDim1DiffInputDimsUint8, Concat2dDim1DiffInputDimsUint8Test) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 326 | |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 327 | ARMNN_AUTO_TEST_CASE(Concat3dDim0, Concat3dDim0Test) |
| 328 | ARMNN_AUTO_TEST_CASE(Concat3dDim0Uint8, Concat3dDim0Uint8Test) |
| 329 | ARMNN_AUTO_TEST_CASE(Concat3dDim1, Concat3dDim1Test) |
| 330 | ARMNN_AUTO_TEST_CASE(Concat3dDim1Uint8, Concat3dDim1Uint8Test) |
| 331 | ARMNN_AUTO_TEST_CASE(Concat3dDim2, Concat3dDim2Test, false) |
| 332 | ARMNN_AUTO_TEST_CASE(Concat3dDim2Uint8, Concat3dDim2Uint8Test, false) |
narpra01 | 63b0882 | 2018-11-20 11:29:12 +0000 | [diff] [blame] | 333 | |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 334 | ARMNN_AUTO_TEST_CASE(Concat3dDim0DiffInputDims, Concat3dDim0DiffInputDimsTest) |
| 335 | ARMNN_AUTO_TEST_CASE(Concat3dDim0DiffInputDimsUint8, Concat3dDim0DiffInputDimsUint8Test) |
| 336 | ARMNN_AUTO_TEST_CASE(Concat3dDim1DiffInputDims, Concat3dDim1DiffInputDimsTest) |
| 337 | ARMNN_AUTO_TEST_CASE(Concat3dDim1DiffInputDimsUint8, Concat3dDim1DiffInputDimsUint8Test) |
| 338 | ARMNN_AUTO_TEST_CASE(Concat3dDim2DiffInputDims, Concat3dDim2DiffInputDimsTest, false) |
| 339 | ARMNN_AUTO_TEST_CASE(Concat3dDim2DiffInputDimsUint8, Concat3dDim2DiffInputDimsUint8Test, false) |
narpra01 | 5cdda35 | 2018-11-19 15:30:27 +0000 | [diff] [blame] | 340 | |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 341 | ARMNN_AUTO_TEST_CASE(Concat4dDim0, Concat4dDim0Test) |
| 342 | ARMNN_AUTO_TEST_CASE(Concat4dDim1, Concat4dDim1Test) |
| 343 | ARMNN_AUTO_TEST_CASE(Concat4dDim3, Concat4dDim3Test, false) |
| 344 | ARMNN_AUTO_TEST_CASE(Concat4dDim0Uint8, Concat4dDim0Uint8Test) |
| 345 | ARMNN_AUTO_TEST_CASE(Concat4dDim1Uint8, Concat4dDim1Uint8Test) |
| 346 | ARMNN_AUTO_TEST_CASE(Concat4dDim3Uint8, Concat4dDim3Uint8Test, false) |
narpra01 | 63b0882 | 2018-11-20 11:29:12 +0000 | [diff] [blame] | 347 | |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 348 | ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim0, Concat4dDiffShapeDim0Test) |
| 349 | ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim1, Concat4dDiffShapeDim1Test) |
| 350 | ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim3, Concat4dDiffShapeDim3Test, false) |
| 351 | ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim0Uint8, Concat4dDiffShapeDim0Uint8Test) |
| 352 | ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim1Uint8, Concat4dDiffShapeDim1Uint8Test) |
| 353 | ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim3Uint8, Concat4dDiffShapeDim3Uint8Test, false) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 354 | |
| 355 | // Floor |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 356 | ARMNN_AUTO_TEST_CASE(SimpleFloor, SimpleFloorTest<DataType::Float32>) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 357 | |
| 358 | // Reshape |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 359 | ARMNN_AUTO_TEST_CASE(SimpleReshapeFloat32, SimpleReshapeTest<DataType::Float32>) |
| 360 | ARMNN_AUTO_TEST_CASE(SimpleReshapeUint8, SimpleReshapeTest<DataType::QuantisedAsymm8>) |
Matthew Jackson | dba634f | 2019-08-15 15:14:18 +0100 | [diff] [blame] | 361 | ARMNN_AUTO_TEST_CASE(Reshape5d, Reshape5dTest<DataType::Float32>) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 362 | |
Mohamed Nour Abouelseoud | 7420e55 | 2018-10-12 12:26:24 +0100 | [diff] [blame] | 363 | // Pad |
Mohamed Nour Abouelseoud | dd6acea | 2018-10-18 12:26:19 +0100 | [diff] [blame] | 364 | ARMNN_AUTO_TEST_CASE(PadFloat322d, PadFloat322dTest) |
FinnWilliamsArm | ab80162 | 2019-07-09 14:46:28 +0100 | [diff] [blame] | 365 | ARMNN_AUTO_TEST_CASE(PadFloat322dCustomPadding, PadFloat322dCustomPaddingTest) |
Mohamed Nour Abouelseoud | dd6acea | 2018-10-18 12:26:19 +0100 | [diff] [blame] | 366 | ARMNN_AUTO_TEST_CASE(PadFloat323d, PadFloat323dTest) |
| 367 | ARMNN_AUTO_TEST_CASE(PadFloat324d, PadFloat324dTest) |
Mohamed Nour Abouelseoud | 7420e55 | 2018-10-12 12:26:24 +0100 | [diff] [blame] | 368 | |
FinnWilliamsArm | ab80162 | 2019-07-09 14:46:28 +0100 | [diff] [blame] | 369 | ARMNN_AUTO_TEST_CASE(PadUint82d, PadUint82dTest) |
| 370 | ARMNN_AUTO_TEST_CASE(PadUint82dCustomPadding, PadUint82dCustomPaddingTest) |
| 371 | ARMNN_AUTO_TEST_CASE(PadUint83d, PadUint83dTest) |
| 372 | ARMNN_AUTO_TEST_CASE(PadUint84d, PadUint84dTest) |
| 373 | |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 374 | ARMNN_AUTO_TEST_CASE(Pad2dQSymm16, Pad2dTestCommon<DataType::QuantisedSymm16>, 2.0f, 0, 0.0f) |
| 375 | ARMNN_AUTO_TEST_CASE(Pad2dQSymm16CustomPadding, Pad2dTestCommon<DataType::QuantisedSymm16>, 2.0f, 0, 1.0f) |
| 376 | ARMNN_AUTO_TEST_CASE(Pad3dQSymm16, Pad3dTestCommon<DataType::QuantisedSymm16>, 2.0f, 0) |
| 377 | ARMNN_AUTO_TEST_CASE(Pad4dQSymm16, Pad4dTestCommon<DataType::QuantisedSymm16>, 2.0f, 0) |
FinnWilliamsArm | ab80162 | 2019-07-09 14:46:28 +0100 | [diff] [blame] | 378 | |
Nikhil Raj | 91e4c6d | 2019-07-05 12:22:58 +0100 | [diff] [blame] | 379 | // PReLU |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 380 | ARMNN_AUTO_TEST_CASE(PreluFloat32, PreluTest<DataType::Float32>) |
| 381 | ARMNN_AUTO_TEST_CASE(PreluUint8, PreluTest<DataType::QuantisedAsymm8>) |
Nikhil Raj | 91e4c6d | 2019-07-05 12:22:58 +0100 | [diff] [blame] | 382 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 383 | // Permute |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 384 | ARMNN_AUTO_TEST_CASE(SimplePermuteFloat32, SimplePermuteTest<DataType::Float32>) |
| 385 | ARMNN_AUTO_TEST_CASE(PermuteFloat32ValueSet1Test, PermuteValueSet1Test<DataType::Float32>) |
| 386 | ARMNN_AUTO_TEST_CASE(PermuteFloat32ValueSet2Test, PermuteValueSet2Test<DataType::Float32>) |
| 387 | ARMNN_AUTO_TEST_CASE(PermuteFloat32ValueSet3Test, PermuteValueSet3Test<DataType::Float32>) |
| 388 | ARMNN_AUTO_TEST_CASE(SimplePermuteQASymm8, SimplePermuteTest<DataType::QuantisedAsymm8>) |
| 389 | ARMNN_AUTO_TEST_CASE(PermuteQASymm8ValueSet1Test, PermuteValueSet1Test<DataType::QuantisedAsymm8>) |
| 390 | ARMNN_AUTO_TEST_CASE(PermuteQASymm8ValueSet2Test, PermuteValueSet2Test<DataType::QuantisedAsymm8>) |
| 391 | ARMNN_AUTO_TEST_CASE(PermuteQASymm8ValueSet3Test, PermuteValueSet3Test<DataType::QuantisedAsymm8>) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 392 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 393 | // Lstm |
| 394 | ARMNN_AUTO_TEST_CASE(LstmLayerFloat32WithCifgWithPeepholeNoProjection, |
Les Bell | de9011b | 2018-10-03 10:37:52 +0100 | [diff] [blame] | 395 | LstmLayerFloat32WithCifgWithPeepholeNoProjectionTest) |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 396 | ARMNN_AUTO_TEST_CASE(LstmLayerFloat32NoCifgNoPeepholeNoProjection, |
| 397 | LstmLayerFloat32NoCifgNoPeepholeNoProjectionTest) |
| 398 | ARMNN_AUTO_TEST_CASE(LstmLayerFloat32NoCifgWithPeepholeWithProjection, |
Les Bell | de9011b | 2018-10-03 10:37:52 +0100 | [diff] [blame] | 399 | LstmLayerFloat32NoCifgWithPeepholeWithProjectionTest) |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 400 | |
Jan Eilers | a2ec909 | 2019-07-08 15:56:59 +0100 | [diff] [blame] | 401 | ARMNN_AUTO_TEST_CASE(LstmLayerFloat32NoCifgWithPeepholeWithProjectionWithLayerNorm, |
| 402 | LstmLayerFloat32NoCifgWithPeepholeWithProjectionWithLayerNormTest) |
| 403 | |
Ferran Balaguer | 737d9ff | 2019-08-01 09:58:08 +0100 | [diff] [blame] | 404 | ARMNN_AUTO_TEST_CASE(QuantizedLstm, QuantizedLstmTest) |
| 405 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 406 | // Convert from Float16 to Float32 |
| 407 | ARMNN_AUTO_TEST_CASE(SimpleConvertFp16ToFp32, SimpleConvertFp16ToFp32Test) |
| 408 | // Convert from Float32 to Float16 |
| 409 | ARMNN_AUTO_TEST_CASE(SimpleConvertFp32ToFp16, SimpleConvertFp32ToFp16Test) |
| 410 | |
Éanna Ó Catháin | 47c1ddb | 2018-10-12 14:24:13 +0100 | [diff] [blame] | 411 | ARMNN_AUTO_TEST_CASE(AdditionAfterMaxPool, AdditionAfterMaxPoolTest) |
| 412 | |
keidav01 | a959ee5 | 2018-12-19 10:04:58 +0000 | [diff] [blame] | 413 | //Max |
| 414 | ARMNN_AUTO_TEST_CASE(MaximumSimple, MaximumSimpleTest) |
| 415 | ARMNN_AUTO_TEST_CASE(MaximumBroadcast1Element, MaximumBroadcast1ElementTest) |
| 416 | ARMNN_AUTO_TEST_CASE(MaximumBroadcast1DVector, MaximumBroadcast1DVectorTest) |
| 417 | ARMNN_AUTO_TEST_CASE(MaximumUint8, MaximumUint8Test) |
| 418 | ARMNN_AUTO_TEST_CASE(MaximumBroadcast1ElementUint8, MaximumBroadcast1ElementUint8Test) |
| 419 | ARMNN_AUTO_TEST_CASE(MaximumBroadcast1DVectorUint8, MaximumBroadcast1DVectorUint8Test) |
| 420 | |
Matteo Martincigh | 28dcab6 | 2018-10-19 16:40:03 +0100 | [diff] [blame] | 421 | // Mean |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 422 | ARMNN_AUTO_TEST_CASE(MeanSimpleFloat32, MeanSimpleTest<DataType::Float32>) |
| 423 | ARMNN_AUTO_TEST_CASE(MeanSimpleAxisFloat32, MeanSimpleAxisTest<DataType::Float32>) |
| 424 | ARMNN_AUTO_TEST_CASE(MeanKeepDimsFloat32, MeanKeepDimsTest<DataType::Float32>) |
| 425 | ARMNN_AUTO_TEST_CASE(MeanMultipleDimsFloat32, MeanMultipleDimsTest<DataType::Float32>) |
| 426 | ARMNN_AUTO_TEST_CASE(MeanVts1Float32, MeanVts1Test<DataType::Float32>) |
| 427 | ARMNN_AUTO_TEST_CASE(MeanVts2Float32, MeanVts2Test<DataType::Float32>) |
| 428 | ARMNN_AUTO_TEST_CASE(MeanVts3Float32, MeanVts3Test<DataType::Float32>) |
Matteo Martincigh | 28dcab6 | 2018-10-19 16:40:03 +0100 | [diff] [blame] | 429 | |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 430 | ARMNN_AUTO_TEST_CASE(MeanSimpleQuantisedAsymm8, MeanSimpleTest<DataType::QuantisedAsymm8>) |
| 431 | ARMNN_AUTO_TEST_CASE(MeanSimpleAxisQuantisedAsymm8, MeanSimpleAxisTest<DataType::QuantisedAsymm8>) |
| 432 | ARMNN_AUTO_TEST_CASE(MeanKeepDimsQuantisedAsymm8, MeanKeepDimsTest<DataType::QuantisedAsymm8>) |
| 433 | ARMNN_AUTO_TEST_CASE(MeanMultipleDimsQuantisedAsymm8, MeanMultipleDimsTest<DataType::QuantisedAsymm8>) |
| 434 | ARMNN_AUTO_TEST_CASE(MeanVts1QuantisedAsymm8, MeanVts1Test<DataType::QuantisedAsymm8>) |
| 435 | ARMNN_AUTO_TEST_CASE(MeanVts2QuantisedAsymm8, MeanVts2Test<DataType::QuantisedAsymm8>) |
| 436 | ARMNN_AUTO_TEST_CASE(MeanVts3QuantisedAsymm8, MeanVts3Test<DataType::QuantisedAsymm8>) |
Matteo Martincigh | 28dcab6 | 2018-10-19 16:40:03 +0100 | [diff] [blame] | 437 | |
saoste01 | 9292aa3 | 2019-01-08 13:55:59 +0000 | [diff] [blame] | 438 | // Minimum |
| 439 | ARMNN_AUTO_TEST_CASE(MinimumBroadcast1Element1, MinimumBroadcast1ElementTest1) |
| 440 | ARMNN_AUTO_TEST_CASE(MinimumBroadcast1Element2, MinimumBroadcast1ElementTest2) |
| 441 | ARMNN_AUTO_TEST_CASE(MinimumBroadcast1DVectorUint8, MinimumBroadcast1DVectorUint8Test) |
| 442 | |
Nattapat Chaimanowong | c6a41ff | 2019-01-29 09:56:02 +0000 | [diff] [blame] | 443 | // Greater |
| 444 | ARMNN_AUTO_TEST_CASE(SimpleGreater, GreaterSimpleTest) |
| 445 | ARMNN_AUTO_TEST_CASE(GreaterBroadcast1Element, GreaterBroadcast1ElementTest) |
| 446 | ARMNN_AUTO_TEST_CASE(GreaterBroadcast1DVector, GreaterBroadcast1DVectorTest) |
| 447 | ARMNN_AUTO_TEST_CASE(GreaterUint8, GreaterUint8Test) |
| 448 | ARMNN_AUTO_TEST_CASE(GreaterBroadcast1ElementUint8, GreaterBroadcast1ElementUint8Test) |
| 449 | ARMNN_AUTO_TEST_CASE(GreaterBroadcast1DVectorUint8, GreaterBroadcast1DVectorUint8Test) |
| 450 | |
Narumol Prangnawarat | 65d3096 | 2019-03-14 11:55:03 +0000 | [diff] [blame] | 451 | // Softmax |
| 452 | ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta1, SimpleSoftmaxTest, 1.0f) |
| 453 | ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta2, SimpleSoftmaxTest, 2.0f) |
| 454 | ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta1Uint8, SimpleSoftmaxUint8Test, 1.0f) |
| 455 | ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta2Uint8, SimpleSoftmaxUint8Test, 2.0f) |
| 456 | |
| 457 | ARMNN_AUTO_TEST_CASE(Simple3dSoftmax, Simple3dSoftmaxTest, 1.0f) |
| 458 | ARMNN_AUTO_TEST_CASE(Simple3dSoftmaxUint8, Simple3dSoftmaxUint8Test, 1.0f) |
| 459 | |
| 460 | ARMNN_AUTO_TEST_CASE(Simple4dSoftmax, Simple4dSoftmaxTest, 1.0f) |
| 461 | ARMNN_AUTO_TEST_CASE(Simple4dSoftmaxUint8, Simple4dSoftmaxUint8Test, 1.0f) |
| 462 | |
Sadik Armagan | f446432 | 2018-12-20 16:19:12 +0000 | [diff] [blame] | 463 | // Space To Batch Nd |
| 464 | ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleFloat32, SpaceToBatchNdSimpleFloat32Test) |
| 465 | ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsFloat32, SpaceToBatchNdMultiChannelsFloat32Test) |
| 466 | ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockFloat32, SpaceToBatchNdMultiBlockFloat32Test) |
| 467 | ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingFloat32, SpaceToBatchNdPaddingFloat32Test) |
| 468 | |
| 469 | ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleUint8, SpaceToBatchNdSimpleUint8Test) |
| 470 | ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsUint8, SpaceToBatchNdMultiChannelsUint8Test) |
| 471 | ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockUint8, SpaceToBatchNdMultiBlockUint8Test) |
| 472 | ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingUint8, SpaceToBatchNdPaddingUint8Test) |
| 473 | |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 474 | ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleNhwcFloat32, SpaceToBatchNdSimpleNhwcFloat32Test) |
| 475 | ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsNhwcFloat32, SpaceToBatchNdMultiChannelsNhwcFloat32Test) |
| 476 | ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockNhwcFloat32, SpaceToBatchNdMultiBlockNhwcFloat32Test) |
| 477 | ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingNhwcFloat32, SpaceToBatchNdPaddingNhwcFloat32Test) |
Sadik Armagan | f446432 | 2018-12-20 16:19:12 +0000 | [diff] [blame] | 478 | |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 479 | ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleNhwcUint8, SpaceToBatchNdSimpleNhwcUint8Test) |
| 480 | ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsNhwcUint8, SpaceToBatchNdMultiChannelsNhwcUint8Test) |
| 481 | ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockNhwcUint8, SpaceToBatchNdMultiBlockNhwcUint8Test) |
| 482 | ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingNhwcUint8, SpaceToBatchNdPaddingNhwcUint8Test) |
Sadik Armagan | f446432 | 2018-12-20 16:19:12 +0000 | [diff] [blame] | 483 | |
James Conroy | d2aa85e | 2019-07-01 17:12:40 +0100 | [diff] [blame] | 484 | // Space To Depth |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 485 | ARMNN_AUTO_TEST_CASE(SpaceToDepthNhwcAsymmQ8, SpaceToDepthNhwcAsymmQ8Test) |
| 486 | ARMNN_AUTO_TEST_CASE(SpaceToDepthNchwAsymmQ8, SpaceToDepthNchwAsymmQ8Test) |
James Conroy | d2aa85e | 2019-07-01 17:12:40 +0100 | [diff] [blame] | 487 | |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 488 | ARMNN_AUTO_TEST_CASE(SpaceToDepthNhwx1Float32, SpaceToDepthNhwcFloat32Test1) |
| 489 | ARMNN_AUTO_TEST_CASE(SpaceToDepthNchw1Float32, SpaceToDepthNchwFloat32Test1) |
James Conroy | d2aa85e | 2019-07-01 17:12:40 +0100 | [diff] [blame] | 490 | |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 491 | ARMNN_AUTO_TEST_CASE(SpaceToDepthNhwc2Float32, SpaceToDepthNhwcFloat32Test2) |
| 492 | ARMNN_AUTO_TEST_CASE(SpaceToDepthNchw2Float32, SpaceToDepthNchwFloat32Test2) |
James Conroy | d2aa85e | 2019-07-01 17:12:40 +0100 | [diff] [blame] | 493 | |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 494 | ARMNN_AUTO_TEST_CASE(SpaceToDepthNhwcQSymm16, SpaceToDepthNhwcQSymm16Test) |
| 495 | ARMNN_AUTO_TEST_CASE(SpaceToDepthNchwQSymm16, SpaceToDepthNchwQSymm16Test) |
James Conroy | d2aa85e | 2019-07-01 17:12:40 +0100 | [diff] [blame] | 496 | |
Matthew Jackson | d516610 | 2019-07-31 14:06:28 +0100 | [diff] [blame] | 497 | // Stack |
Matthew Jackson | e69c399 | 2019-09-09 14:31:21 +0100 | [diff] [blame] | 498 | ARMNN_AUTO_TEST_CASE(Stack0Axis, StackAxis0Float32Test) |
| 499 | ARMNN_AUTO_TEST_CASE(StackOutput4DAxis1, StackOutput4DAxis1Float32Test) |
| 500 | ARMNN_AUTO_TEST_CASE(StackOutput4DAxis2, StackOutput4DAxis2Float32Test) |
| 501 | ARMNN_AUTO_TEST_CASE(StackOutput4DAxis3, StackOutput4DAxis3Float32Test) |
| 502 | ARMNN_AUTO_TEST_CASE(StackOutput3DInputs3, StackOutput3DInputs3Float32Test) |
| 503 | ARMNN_AUTO_TEST_CASE(StackOutput5D, StackOutput5DFloat32Test) |
| 504 | ARMNN_AUTO_TEST_CASE(StackFloat16, StackFloat16Test) |
Matthew Jackson | d516610 | 2019-07-31 14:06:28 +0100 | [diff] [blame] | 505 | |
keidav01 | d74dc91 | 2018-12-10 18:16:07 +0000 | [diff] [blame] | 506 | // Strided Slice |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 507 | ARMNN_AUTO_TEST_CASE(StridedSlice4dFloat32, StridedSlice4dFloat32Test) |
| 508 | ARMNN_AUTO_TEST_CASE(StridedSlice4dReverseFloat32, StridedSlice4dReverseFloat32Test) |
keidav01 | d74dc91 | 2018-12-10 18:16:07 +0000 | [diff] [blame] | 509 | ARMNN_AUTO_TEST_CASE(StridedSliceSimpleStrideFloat32, StridedSliceSimpleStrideFloat32Test) |
| 510 | ARMNN_AUTO_TEST_CASE(StridedSliceSimpleRangeMaskFloat32, StridedSliceSimpleRangeMaskFloat32Test) |
| 511 | ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskFloat32, StridedSliceShrinkAxisMaskFloat32Test) |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 512 | ARMNN_AUTO_TEST_CASE(StridedSlice3dFloat32, StridedSlice3dFloat32Test) |
| 513 | ARMNN_AUTO_TEST_CASE(StridedSlice3dReverseFloat32, StridedSlice3dReverseFloat32Test) |
| 514 | ARMNN_AUTO_TEST_CASE(StridedSlice2dFloat32, StridedSlice2dFloat32Test) |
| 515 | ARMNN_AUTO_TEST_CASE(StridedSlice2dReverseFloat32, StridedSlice2dReverseFloat32Test) |
keidav01 | d74dc91 | 2018-12-10 18:16:07 +0000 | [diff] [blame] | 516 | |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 517 | ARMNN_AUTO_TEST_CASE(StridedSlice4dUint8, StridedSlice4dUint8Test) |
| 518 | ARMNN_AUTO_TEST_CASE(StridedSlice4dReverseUint8, StridedSlice4dReverseUint8Test) |
keidav01 | d74dc91 | 2018-12-10 18:16:07 +0000 | [diff] [blame] | 519 | ARMNN_AUTO_TEST_CASE(StridedSliceSimpleStrideUint8, StridedSliceSimpleStrideUint8Test) |
| 520 | ARMNN_AUTO_TEST_CASE(StridedSliceSimpleRangeMaskUint8, StridedSliceSimpleRangeMaskUint8Test) |
| 521 | ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskUint8, StridedSliceShrinkAxisMaskUint8Test) |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 522 | ARMNN_AUTO_TEST_CASE(StridedSlice3dUint8, StridedSlice3dUint8Test) |
| 523 | ARMNN_AUTO_TEST_CASE(StridedSlice3dReverseUint8, StridedSlice3dReverseUint8Test) |
| 524 | ARMNN_AUTO_TEST_CASE(StridedSlice2dUint8, StridedSlice2dUint8Test) |
| 525 | ARMNN_AUTO_TEST_CASE(StridedSlice2dReverseUint8, StridedSlice2dReverseUint8Test) |
keidav01 | d74dc91 | 2018-12-10 18:16:07 +0000 | [diff] [blame] | 526 | |
Aron Virginas-Tar | cc0cefb | 2019-07-02 17:25:47 +0100 | [diff] [blame] | 527 | // Resize Bilinear - NCHW |
| 528 | ARMNN_AUTO_TEST_CASE(SimpleResizeBilinear, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 529 | SimpleResizeBilinearTest<DataType::Float32>, |
| 530 | DataLayout::NCHW) |
Aron Virginas-Tar | cc0cefb | 2019-07-02 17:25:47 +0100 | [diff] [blame] | 531 | ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearUint8, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 532 | SimpleResizeBilinearTest<DataType::QuantisedAsymm8>, |
| 533 | DataLayout::NCHW) |
Aron Virginas-Tar | cc0cefb | 2019-07-02 17:25:47 +0100 | [diff] [blame] | 534 | ARMNN_AUTO_TEST_CASE(ResizeBilinearNop, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 535 | ResizeBilinearNopTest<DataType::Float32>, |
| 536 | DataLayout::NCHW) |
Aron Virginas-Tar | cc0cefb | 2019-07-02 17:25:47 +0100 | [diff] [blame] | 537 | ARMNN_AUTO_TEST_CASE(ResizeBilinearNopUint8, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 538 | ResizeBilinearNopTest<DataType::QuantisedAsymm8>, |
| 539 | DataLayout::NCHW) |
Aron Virginas-Tar | cc0cefb | 2019-07-02 17:25:47 +0100 | [diff] [blame] | 540 | ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMin, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 541 | ResizeBilinearSqMinTest<DataType::Float32>, |
| 542 | DataLayout::NCHW) |
Aron Virginas-Tar | cc0cefb | 2019-07-02 17:25:47 +0100 | [diff] [blame] | 543 | ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinUint8, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 544 | ResizeBilinearSqMinTest<DataType::QuantisedAsymm8>, |
| 545 | DataLayout::NCHW) |
Aron Virginas-Tar | cc0cefb | 2019-07-02 17:25:47 +0100 | [diff] [blame] | 546 | ARMNN_AUTO_TEST_CASE(ResizeBilinearMin, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 547 | ResizeBilinearMinTest<DataType::Float32>, |
| 548 | DataLayout::NCHW) |
Aron Virginas-Tar | cc0cefb | 2019-07-02 17:25:47 +0100 | [diff] [blame] | 549 | ARMNN_AUTO_TEST_CASE(ResizeBilinearMinUint8, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 550 | ResizeBilinearMinTest<DataType::QuantisedAsymm8>, |
| 551 | DataLayout::NCHW) |
Aron Virginas-Tar | cc0cefb | 2019-07-02 17:25:47 +0100 | [diff] [blame] | 552 | |
| 553 | // Resize Bilinear - NHWC |
| 554 | ARMNN_AUTO_TEST_CASE(ResizeBilinearNopNhwc, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 555 | ResizeBilinearNopTest<DataType::Float32>, |
| 556 | DataLayout::NHWC) |
Aron Virginas-Tar | cc0cefb | 2019-07-02 17:25:47 +0100 | [diff] [blame] | 557 | ARMNN_AUTO_TEST_CASE(ResizeBilinearNopUint8Nhwc, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 558 | ResizeBilinearNopTest<DataType::QuantisedAsymm8>, |
| 559 | DataLayout::NHWC) |
Aron Virginas-Tar | cc0cefb | 2019-07-02 17:25:47 +0100 | [diff] [blame] | 560 | ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearNhwc, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 561 | SimpleResizeBilinearTest<DataType::Float32>, |
| 562 | DataLayout::NHWC) |
Aron Virginas-Tar | cc0cefb | 2019-07-02 17:25:47 +0100 | [diff] [blame] | 563 | ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearUint8Nhwc, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 564 | SimpleResizeBilinearTest<DataType::QuantisedAsymm8>, |
| 565 | DataLayout::NHWC) |
Aron Virginas-Tar | cc0cefb | 2019-07-02 17:25:47 +0100 | [diff] [blame] | 566 | ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinNhwc, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 567 | ResizeBilinearSqMinTest<DataType::Float32>, |
| 568 | DataLayout::NHWC) |
Aron Virginas-Tar | cc0cefb | 2019-07-02 17:25:47 +0100 | [diff] [blame] | 569 | ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinUint8Nhwc, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 570 | ResizeBilinearSqMinTest<DataType::QuantisedAsymm8>, |
| 571 | DataLayout::NHWC) |
Aron Virginas-Tar | cc0cefb | 2019-07-02 17:25:47 +0100 | [diff] [blame] | 572 | ARMNN_AUTO_TEST_CASE(ResizeBilinearMinNhwc, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 573 | ResizeBilinearMinTest<DataType::Float32>, |
| 574 | DataLayout::NHWC) |
Aron Virginas-Tar | cc0cefb | 2019-07-02 17:25:47 +0100 | [diff] [blame] | 575 | ARMNN_AUTO_TEST_CASE(ResizeBilinearMinUint8Nhwc, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 576 | ResizeBilinearMinTest<DataType::QuantisedAsymm8>, |
| 577 | DataLayout::NHWC) |
Aron Virginas-Tar | cc0cefb | 2019-07-02 17:25:47 +0100 | [diff] [blame] | 578 | |
| 579 | // Resize NearestNeighbor - NCHW |
| 580 | ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighbor, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 581 | SimpleResizeNearestNeighborTest<DataType::Float32>, |
| 582 | DataLayout::NCHW) |
Aron Virginas-Tar | cc0cefb | 2019-07-02 17:25:47 +0100 | [diff] [blame] | 583 | ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborUint8, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 584 | SimpleResizeNearestNeighborTest<DataType::QuantisedAsymm8>, |
| 585 | DataLayout::NCHW) |
Aron Virginas-Tar | cc0cefb | 2019-07-02 17:25:47 +0100 | [diff] [blame] | 586 | ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNop, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 587 | ResizeNearestNeighborNopTest<DataType::Float32>, |
| 588 | DataLayout::NCHW) |
Aron Virginas-Tar | cc0cefb | 2019-07-02 17:25:47 +0100 | [diff] [blame] | 589 | ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNopUint8, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 590 | ResizeNearestNeighborNopTest<DataType::QuantisedAsymm8>, |
| 591 | DataLayout::NCHW) |
Aron Virginas-Tar | cc0cefb | 2019-07-02 17:25:47 +0100 | [diff] [blame] | 592 | ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMin, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 593 | ResizeNearestNeighborSqMinTest<DataType::Float32>, |
| 594 | DataLayout::NCHW) |
Aron Virginas-Tar | cc0cefb | 2019-07-02 17:25:47 +0100 | [diff] [blame] | 595 | ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinUint8, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 596 | ResizeNearestNeighborSqMinTest<DataType::QuantisedAsymm8>, |
| 597 | DataLayout::NCHW) |
Aron Virginas-Tar | cc0cefb | 2019-07-02 17:25:47 +0100 | [diff] [blame] | 598 | ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMin, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 599 | ResizeNearestNeighborMinTest<DataType::Float32>, |
| 600 | DataLayout::NCHW) |
Aron Virginas-Tar | cc0cefb | 2019-07-02 17:25:47 +0100 | [diff] [blame] | 601 | ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinUint8, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 602 | ResizeNearestNeighborMinTest<DataType::QuantisedAsymm8>, |
| 603 | DataLayout::NCHW) |
Aron Virginas-Tar | cc0cefb | 2019-07-02 17:25:47 +0100 | [diff] [blame] | 604 | ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMag, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 605 | ResizeNearestNeighborMagTest<DataType::Float32>, |
| 606 | DataLayout::NCHW, 0.1f, 50, 0.1f, 50) |
Aron Virginas-Tar | cc0cefb | 2019-07-02 17:25:47 +0100 | [diff] [blame] | 607 | ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagUint8, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 608 | ResizeNearestNeighborMagTest<DataType::QuantisedAsymm8>, |
| 609 | DataLayout::NCHW, 0.1f, 50, 0.1f, 50) |
Aron Virginas-Tar | cc0cefb | 2019-07-02 17:25:47 +0100 | [diff] [blame] | 610 | |
| 611 | // Resize NearestNeighbor - NHWC |
| 612 | ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNopNhwc, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 613 | ResizeNearestNeighborNopTest<DataType::Float32>, |
| 614 | DataLayout::NHWC) |
Aron Virginas-Tar | cc0cefb | 2019-07-02 17:25:47 +0100 | [diff] [blame] | 615 | ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNopUint8Nhwc, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 616 | ResizeNearestNeighborNopTest<DataType::QuantisedAsymm8>, |
| 617 | DataLayout::NHWC) |
Aron Virginas-Tar | cc0cefb | 2019-07-02 17:25:47 +0100 | [diff] [blame] | 618 | ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborNhwc, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 619 | SimpleResizeNearestNeighborTest<DataType::Float32>, |
| 620 | DataLayout::NHWC) |
Aron Virginas-Tar | cc0cefb | 2019-07-02 17:25:47 +0100 | [diff] [blame] | 621 | ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborUint8Nhwc, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 622 | SimpleResizeNearestNeighborTest<DataType::QuantisedAsymm8>, |
| 623 | DataLayout::NHWC) |
Aron Virginas-Tar | cc0cefb | 2019-07-02 17:25:47 +0100 | [diff] [blame] | 624 | ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinNhwc, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 625 | ResizeNearestNeighborSqMinTest<DataType::Float32>, |
| 626 | DataLayout::NHWC) |
Aron Virginas-Tar | cc0cefb | 2019-07-02 17:25:47 +0100 | [diff] [blame] | 627 | ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinUint8Nhwc, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 628 | ResizeNearestNeighborSqMinTest<DataType::QuantisedAsymm8>, |
| 629 | DataLayout::NHWC) |
Aron Virginas-Tar | cc0cefb | 2019-07-02 17:25:47 +0100 | [diff] [blame] | 630 | ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinNhwc, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 631 | ResizeNearestNeighborMinTest<DataType::Float32>, |
| 632 | DataLayout::NHWC) |
Aron Virginas-Tar | cc0cefb | 2019-07-02 17:25:47 +0100 | [diff] [blame] | 633 | ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinUint8Nhwc, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 634 | ResizeNearestNeighborMinTest<DataType::QuantisedAsymm8>, |
| 635 | DataLayout::NHWC) |
Aron Virginas-Tar | cc0cefb | 2019-07-02 17:25:47 +0100 | [diff] [blame] | 636 | ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagNhwc, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 637 | ResizeNearestNeighborMagTest<DataType::Float32>, |
| 638 | DataLayout::NHWC, 0.1f, 50, 0.1f, 50) |
Aron Virginas-Tar | cc0cefb | 2019-07-02 17:25:47 +0100 | [diff] [blame] | 639 | ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagUint8Nhwc, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 640 | ResizeNearestNeighborMagTest<DataType::QuantisedAsymm8>, |
| 641 | DataLayout::NHWC, 0.1f, 50, 0.1f, 50) |
Aron Virginas-Tar | cc0cefb | 2019-07-02 17:25:47 +0100 | [diff] [blame] | 642 | |
Aron Virginas-Tar | 1a763dd | 2019-09-10 12:32:08 +0100 | [diff] [blame] | 643 | // Rsqrt |
| 644 | ARMNN_AUTO_TEST_CASE(Rsqrt2d, Rsqrt2dTest<DataType::Float32>) |
| 645 | ARMNN_AUTO_TEST_CASE(Rsqrt3d, Rsqrt3dTest<DataType::Float32>) |
| 646 | ARMNN_AUTO_TEST_CASE(RsqrtZero, RsqrtZeroTest<DataType::Float32>) |
| 647 | ARMNN_AUTO_TEST_CASE(RsqrtNegative, RsqrtNegativeTest<DataType::Float32>) |
| 648 | |
Sadik Armagan | 20ec249 | 2019-05-31 09:09:44 +0100 | [diff] [blame] | 649 | // Quantize |
| 650 | ARMNN_AUTO_TEST_CASE(QuantizeSimpleUint8, QuantizeSimpleUint8Test) |
| 651 | ARMNN_AUTO_TEST_CASE(QuantizeClampUint8, QuantizeClampUint8Test) |
| 652 | |
Jim Flynn | 983daec | 2019-05-29 16:20:16 +0100 | [diff] [blame] | 653 | // Dequantize |
| 654 | // NOTE: current clframework (46a49a0a8206f0efa7afd514940e180a88ffd732) |
| 655 | // CLDequantizationLayerKernel accepts DataType::QASYMM8 input |
| 656 | // and can output DataType::F16 or DataType::F32 |
| 657 | ARMNN_AUTO_TEST_CASE(DequantizeSimpleUint8, DequantizeSimpleUint8Test) |
| 658 | ARMNN_AUTO_TEST_CASE(DequantizeOffsetUint8, DequantizeOffsetUint8Test) |
| 659 | |
Aron Virginas-Tar | 7a3e2fe | 2019-06-27 18:54:47 +0100 | [diff] [blame] | 660 | // TransposeConvolution2d |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 661 | ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dFloatNchw, |
| 662 | SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>, |
| 663 | true, |
| 664 | DataLayout::NCHW) |
| 665 | ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dFloatNhwc, |
| 666 | SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>, |
| 667 | true, |
| 668 | DataLayout::NHWC) |
| 669 | ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dUint8Nchw, |
| 670 | SimpleTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>, |
| 671 | true, |
| 672 | DataLayout::NCHW) |
| 673 | ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dUint8Nhwc, |
| 674 | SimpleTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>, |
| 675 | true, |
| 676 | DataLayout::NHWC) |
Aron Virginas-Tar | 7a3e2fe | 2019-06-27 18:54:47 +0100 | [diff] [blame] | 677 | |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 678 | ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dFloatNchw, |
| 679 | SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>, |
| 680 | false, |
| 681 | DataLayout::NCHW) |
| 682 | ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dFloatNhwc, |
| 683 | SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>, |
| 684 | true, |
| 685 | DataLayout::NHWC) |
| 686 | ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dUint8Nchw, |
| 687 | SimpleTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>, |
| 688 | true, |
| 689 | DataLayout::NCHW) |
| 690 | ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dUint8Nhwc, |
| 691 | SimpleTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>, |
| 692 | true, |
| 693 | DataLayout::NHWC) |
Aron Virginas-Tar | 7a3e2fe | 2019-06-27 18:54:47 +0100 | [diff] [blame] | 694 | |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 695 | ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dFloatNchw, |
| 696 | PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>, |
| 697 | true, |
| 698 | DataLayout::NCHW) |
| 699 | ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dFloatNhwc, |
| 700 | PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>, |
| 701 | true, |
| 702 | DataLayout::NHWC) |
| 703 | ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dUint8Nchw, |
| 704 | PaddedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>, |
| 705 | true, |
| 706 | DataLayout::NCHW) |
| 707 | ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dUint8Nhwc, |
| 708 | PaddedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>, |
| 709 | true, |
| 710 | DataLayout::NHWC) |
Aron Virginas-Tar | 7a3e2fe | 2019-06-27 18:54:47 +0100 | [diff] [blame] | 711 | |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 712 | ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dFloatNchw, |
| 713 | PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>, |
| 714 | false, |
| 715 | DataLayout::NCHW) |
| 716 | ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dFloatNhwc, |
| 717 | PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>, |
| 718 | true, |
| 719 | DataLayout::NHWC) |
| 720 | ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dUint8Nchw, |
| 721 | PaddedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>, |
| 722 | true, |
| 723 | DataLayout::NCHW) |
| 724 | ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dUint8Nhwc, |
| 725 | PaddedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>, |
| 726 | true, |
| 727 | DataLayout::NHWC) |
Aron Virginas-Tar | 7a3e2fe | 2019-06-27 18:54:47 +0100 | [diff] [blame] | 728 | |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 729 | ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dFloatNchw, |
| 730 | StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>, |
| 731 | true, |
| 732 | DataLayout::NCHW) |
| 733 | ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dFloatNhwc, |
| 734 | StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>, |
| 735 | true, |
| 736 | DataLayout::NHWC) |
| 737 | ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dUint8Nchw, |
| 738 | StridedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>, |
| 739 | true, |
| 740 | DataLayout::NCHW) |
| 741 | ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dUint8Nhwc, |
| 742 | StridedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>, |
| 743 | true, |
| 744 | DataLayout::NHWC) |
Aron Virginas-Tar | 7a3e2fe | 2019-06-27 18:54:47 +0100 | [diff] [blame] | 745 | |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 746 | ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dFloatNchw, |
| 747 | StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>, |
| 748 | false, |
| 749 | DataLayout::NCHW) |
| 750 | ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dFloatNhwc, |
| 751 | StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>, |
| 752 | true, |
| 753 | DataLayout::NHWC) |
| 754 | ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dUint8Nchw, |
| 755 | StridedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>, |
| 756 | true, |
| 757 | DataLayout::NCHW) |
| 758 | ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dUint8Nhwc, |
| 759 | StridedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>, |
| 760 | true, |
| 761 | DataLayout::NHWC) |
Aron Virginas-Tar | 7a3e2fe | 2019-06-27 18:54:47 +0100 | [diff] [blame] | 762 | |
Aron Virginas-Tar | aec942c | 2019-08-14 14:37:42 +0100 | [diff] [blame] | 763 | ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dFloatNchw, |
| 764 | MultiChannelTransposeConvolution2dTest<DataType::Float32, DataType::Float32>, |
| 765 | DataLayout::NCHW) |
| 766 | ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dFloatNhwc, |
| 767 | MultiChannelTransposeConvolution2dTest<DataType::Float32, DataType::Float32>, |
| 768 | DataLayout::NHWC) |
| 769 | ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dUint8Nchw, |
| 770 | MultiChannelTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>, |
| 771 | DataLayout::NCHW) |
| 772 | ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dUint8Nhwc, |
| 773 | MultiChannelTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>, |
| 774 | DataLayout::NHWC) |
| 775 | |
Aron Virginas-Tar | 8204694 | 2019-09-09 15:18:29 +0100 | [diff] [blame] | 776 | // Abs |
| 777 | ARMNN_AUTO_TEST_CASE(Abs2d, Abs2dTest<DataType::Float32>) |
| 778 | ARMNN_AUTO_TEST_CASE(Abs3d, Abs3dTest<DataType::Float32>) |
| 779 | |
| 780 | ARMNN_AUTO_TEST_CASE(AbsZero, AbsZeroTest<DataType::Float32>) |
| 781 | |
Kevin May | b6482f3 | 2019-09-11 12:31:38 +0100 | [diff] [blame] | 782 | ARMNN_AUTO_TEST_CASE(Abs2dFloat16, Abs2dTest<DataType::Float16>) |
| 783 | ARMNN_AUTO_TEST_CASE(Abs3dFloat16, Abs3dTest<DataType::Float16>) |
| 784 | |
| 785 | ARMNN_AUTO_TEST_CASE(AbsZeroFloat16, AbsZeroTest<DataType::Float16>) |
| 786 | |
Matteo Martincigh | db16dd3 | 2019-08-27 16:41:11 +0100 | [diff] [blame] | 787 | #if defined(ARMNNREF_ENABLED) |
Matteo Martincigh | e67edb2 | 2019-08-14 14:05:46 +0100 | [diff] [blame] | 788 | |
| 789 | // The ARMNN_COMPARE_REF_AUTO_TEST_CASE and the ARMNN_COMPARE_REF_FIXTURE_TEST_CASE test units are not available |
| 790 | // if the reference backend is not built |
| 791 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 792 | // ============================================================================ |
| 793 | // COMPARE tests |
| 794 | |
Matteo Martincigh | e67edb2 | 2019-08-14 14:05:46 +0100 | [diff] [blame] | 795 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareSoftmaxBeta1WithReference, CompareSoftmaxTest, 1.0f) |
| 796 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareSoftmaxBeta2WithReference, CompareSoftmaxTest, 2.0f) |
| 797 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareSoftmaxUint8, CompareSoftmaxUint8Test, 1.0f) |
| 798 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 799 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareConv2dWithReference, CompareConvolution2dTest) |
| 800 | |
jimfly01 | 7af00da | 2018-10-31 14:43:53 +0000 | [diff] [blame] | 801 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareDepthwiseConv2dWithReferenceFloat32, |
Nattapat Chaimanowong | 649dd95 | 2019-01-22 16:10:44 +0000 | [diff] [blame] | 802 | CompareDepthwiseConvolution2dFloatTest, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 803 | DataLayout::NCHW) |
jimfly01 | 7af00da | 2018-10-31 14:43:53 +0000 | [diff] [blame] | 804 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareDepthwiseConv2dWithReferenceUint8, |
Nattapat Chaimanowong | 649dd95 | 2019-01-22 16:10:44 +0000 | [diff] [blame] | 805 | CompareDepthwiseConvolution2dUint8Test, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 806 | DataLayout::NCHW) |
jimfly01 | 7af00da | 2018-10-31 14:43:53 +0000 | [diff] [blame] | 807 | |
| 808 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareDepthwiseConv2dWithReferenceFloat32Nhwc, |
Nattapat Chaimanowong | 649dd95 | 2019-01-22 16:10:44 +0000 | [diff] [blame] | 809 | CompareDepthwiseConvolution2dFloatTest, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 810 | DataLayout::NHWC) |
jimfly01 | 7af00da | 2018-10-31 14:43:53 +0000 | [diff] [blame] | 811 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareDepthwiseConv2dWithReferenceUint8Nhwc, |
Nattapat Chaimanowong | 649dd95 | 2019-01-22 16:10:44 +0000 | [diff] [blame] | 812 | CompareDepthwiseConvolution2dUint8Test, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 813 | DataLayout::NHWC) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 814 | |
| 815 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareNormalizationWithinWithReference, CompareNormalizationTest, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 816 | NormalizationAlgorithmChannel::Within, |
| 817 | NormalizationAlgorithmMethod::LocalBrightness) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 818 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareNormalizationAcrossWithReference, CompareNormalizationTest, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 819 | NormalizationAlgorithmChannel::Across, |
| 820 | NormalizationAlgorithmMethod::LocalBrightness) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 821 | |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 822 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareMaxPooling2dWithRef, ComparePooling2dTest, PoolingAlgorithm::Max) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 823 | |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 824 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareAveragePooling2dWithRef, ComparePooling2dTest, PoolingAlgorithm::Average) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 825 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareAveragePooling2dWithRefUint8, ComparePooling2dUint8Test, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 826 | PoolingAlgorithm::Average) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 827 | |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 828 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareL2Pooling2dWithRef, ComparePooling2dTest, PoolingAlgorithm::L2) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 829 | |
| 830 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareAddition, CompareAdditionTest) |
| 831 | |
| 832 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareMultiplicationWithRef, CompareMultiplicationTest) |
| 833 | |
| 834 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareBatchNorm, CompareBatchNormTest) |
| 835 | |
| 836 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareReLu1, CompareBoundedReLuTest, 1.0f, -1.0f) |
| 837 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareReLu6, CompareBoundedReLuTest, 6.0f, 0.0f) |
| 838 | |
| 839 | // ============================================================================ |
| 840 | // FIXTURE tests |
| 841 | |
| 842 | ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareSigmoidActivationWithReference, ActivationFixture, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 843 | CompareActivationTest, ActivationFunction::Sigmoid, 5u) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 844 | |
| 845 | ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareTanhActivationWithReference, ActivationFixture, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 846 | CompareActivationTest, ActivationFunction::TanH, 5u) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 847 | |
| 848 | ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareLinearActivationWithReference, ActivationFixture, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 849 | CompareActivationTest, ActivationFunction::Linear, 5u) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 850 | |
| 851 | ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareReLuActivationWithReference, ActivationFixture, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 852 | CompareActivationTest, ActivationFunction::ReLu, 5u) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 853 | |
| 854 | ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareBoundedReLuActivationWithReference, ActivationFixture, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 855 | CompareActivationTest, ActivationFunction::BoundedReLu, 5u) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 856 | ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareBoundedReLuActivationWithReferenceUint8, ActivationFixture, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 857 | CompareActivationUint8Test, ActivationFunction::BoundedReLu) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 858 | |
| 859 | ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareSoftReLuActivationWithReference, ActivationFixture, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 860 | CompareActivationTest, ActivationFunction::SoftReLu, 5u) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 861 | |
| 862 | ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareLeakyReLuActivationWithReference, ActivationFixture, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 863 | CompareActivationTest, ActivationFunction::LeakyReLu, 5u) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 864 | |
| 865 | ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareAbsActivationWithReference, ActivationFixture, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 866 | CompareActivationTest, ActivationFunction::Abs, 5u) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 867 | |
| 868 | ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareSqrtActivationWithReference, PositiveActivationFixture, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 869 | CompareActivationTest, ActivationFunction::Sqrt, 5u) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 870 | |
| 871 | ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareSquareActivationWithReference, ActivationFixture, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 872 | CompareActivationTest, ActivationFunction::Square, 5u) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 873 | |
Matteo Martincigh | e67edb2 | 2019-08-14 14:05:46 +0100 | [diff] [blame] | 874 | #endif |
| 875 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 876 | BOOST_AUTO_TEST_SUITE_END() |