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 | // |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 5 | |
Aron Virginas-Tar | 5605519 | 2018-11-12 18:10:43 +0000 | [diff] [blame] | 6 | #include "RefWorkloadFactoryHelper.hpp" |
| 7 | |
Aron Virginas-Tar | c9cc804 | 2018-11-01 16:15:57 +0000 | [diff] [blame] | 8 | #include <test/TensorHelpers.hpp> |
| 9 | #include <test/UnitTests.hpp> |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 10 | |
Aron Virginas-Tar | c9cc804 | 2018-11-01 16:15:57 +0000 | [diff] [blame] | 11 | #include <reference/RefWorkloadFactory.hpp> |
Aron Virginas-Tar | 9382038 | 2019-06-27 16:59:36 +0100 | [diff] [blame] | 12 | |
Narumol Prangnawarat | 47cfee9 | 2019-07-04 10:29:00 +0100 | [diff] [blame] | 13 | #include <backendsCommon/test/DebugTestImpl.hpp> |
Narumol Prangnawarat | e0a4ad8 | 2019-02-04 19:05:27 +0000 | [diff] [blame] | 14 | #include <backendsCommon/test/DetectionPostProcessLayerTestImpl.hpp> |
Aron Virginas-Tar | c9cc804 | 2018-11-01 16:15:57 +0000 | [diff] [blame] | 15 | #include <backendsCommon/test/LayerTests.hpp> |
Narumol Prangnawarat | 86bb4e1 | 2019-07-08 11:36:05 +0100 | [diff] [blame] | 16 | #include <backendsCommon/test/PermuteTestImpl.hpp> |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 17 | #include <backendsCommon/test/TransposeConvolution2dTestImpl.hpp> |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 18 | |
arovir01 | 43095f3 | 2018-10-09 18:04:24 +0100 | [diff] [blame] | 19 | #include <boost/test/unit_test.hpp> |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 20 | |
| 21 | BOOST_AUTO_TEST_SUITE(Compute_Reference) |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 22 | |
| 23 | using namespace armnn; |
| 24 | |
| 25 | using FactoryType = RefWorkloadFactory; |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 26 | |
| 27 | // ============================================================================ |
| 28 | // UNIT tests |
| 29 | |
| 30 | // Convolution |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 31 | ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x5, SimpleConvolution2d3x5Test, true, DataLayout::NCHW) |
| 32 | ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x5Uint8, SimpleConvolution2d3x5Uint8Test, true, DataLayout::NCHW) |
| 33 | ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x5Nhwc, SimpleConvolution2d3x5Test, true, DataLayout::NHWC) |
| 34 | ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x5Uint8Nhwc, SimpleConvolution2d3x5Uint8Test, true, DataLayout::NHWC) |
| 35 | ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x5QSymm16, SimpleConvolution2d3x5QSymm16Test, true, DataLayout::NCHW) |
| 36 | ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x5QSymm16Nhwc, SimpleConvolution2d3x5QSymm16Test, true, DataLayout::NHWC) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 37 | |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 38 | ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2d, SimpleConvolution2d3x5Test, false, DataLayout::NCHW) |
| 39 | ARMNN_AUTO_TEST_CASE(UnbiasedConvolutionUint8, SimpleConvolution2d3x5Uint8Test, false, DataLayout::NCHW) |
| 40 | ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2dNhwc, SimpleConvolution2d3x5Test, false, DataLayout::NHWC) |
| 41 | ARMNN_AUTO_TEST_CASE(UnbiasedConvolutionUint8Nhwc, SimpleConvolution2d3x5Uint8Test, false, DataLayout::NHWC) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 42 | |
| 43 | ARMNN_AUTO_TEST_CASE(SimpleConvolution1d, Convolution1dTest, true) |
| 44 | ARMNN_AUTO_TEST_CASE(SimpleConvolution1dUint8, Convolution1dUint8Test, true) |
| 45 | |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 46 | ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x3, SimpleConvolution2d3x3Test, true, DataLayout::NCHW) |
| 47 | ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x3Uint8, SimpleConvolution2d3x3Uint8Test, true, DataLayout::NCHW) |
| 48 | ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x3QSymm16, SimpleConvolution2d3x3QSymm16Test, true, DataLayout::NCHW) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 49 | |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 50 | ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x3Nhwc, SimpleConvolution2d3x3Test, true, DataLayout::NHWC) |
| 51 | ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x3Uint8Nhwc, SimpleConvolution2d3x3Uint8Test, true, DataLayout::NHWC) |
Mike Kelly | 2f80f6e | 2019-05-16 12:41:34 +0100 | [diff] [blame] | 52 | ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x3QSymm16Nhwc, SimpleConvolution2d3x3QSymm16Test, true, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 53 | DataLayout::NCHW) |
narpra01 | 5f70318 | 2018-10-26 16:24:58 +0100 | [diff] [blame] | 54 | |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 55 | ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2dSquare, SimpleConvolution2d3x3Test, false, DataLayout::NCHW) |
| 56 | ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2dSquareNhwc, SimpleConvolution2d3x3Test, false, DataLayout::NHWC) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 57 | |
Mike Kelly | 7332ed8 | 2018-12-20 17:03:06 +0000 | [diff] [blame] | 58 | ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2dSquareStride2x2Nhwc, |
| 59 | SimpleConvolution2d3x3Stride2x2Test, |
| 60 | false, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 61 | DataLayout::NHWC) |
Mike Kelly | 7332ed8 | 2018-12-20 17:03:06 +0000 | [diff] [blame] | 62 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 63 | ARMNN_AUTO_TEST_CASE(SimpleConvolution2dAsymmetricPaddingLargerThanHalfKernelSize, |
narpra01 | 5f70318 | 2018-10-26 16:24:58 +0100 | [diff] [blame] | 64 | Convolution2dAsymmetricPaddingLargerThanHalfKernelSizeTest, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 65 | DataLayout::NCHW) |
| 66 | ARMNN_AUTO_TEST_CASE(SimpleConvolution2dAsymmetricPadding, Convolution2dAsymmetricPaddingTest, DataLayout::NCHW) |
narpra01 | 5f70318 | 2018-10-26 16:24:58 +0100 | [diff] [blame] | 67 | |
| 68 | ARMNN_AUTO_TEST_CASE(SimpleConvolution2dAsymmetricPaddingLargerThanHalfKernelSizeNhwc, |
| 69 | Convolution2dAsymmetricPaddingLargerThanHalfKernelSizeTest, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 70 | DataLayout::NHWC) |
narpra01 | 5f70318 | 2018-10-26 16:24:58 +0100 | [diff] [blame] | 71 | ARMNN_AUTO_TEST_CASE(SimpleConvolution2dAsymmetricPaddingNhwc, |
| 72 | Convolution2dAsymmetricPaddingTest, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 73 | DataLayout::NHWC) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 74 | |
Nikhil Raj | e4dfd6e | 2018-10-18 10:11:04 +0100 | [diff] [blame] | 75 | ARMNN_AUTO_TEST_CASE(SimpleConvolution2dSquareNhwc, SimpleConvolution2d3x3NhwcTest, false) |
| 76 | |
Teresa Charlin | edeeb16 | 2019-06-14 11:09:19 +0100 | [diff] [blame] | 77 | ARMNN_AUTO_TEST_CASE(Convolution2d3x3Dilation3x3, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 78 | Convolution2d3x3Dilation3x3Test<DataType::Float32, DataType::Float32>, |
Teresa Charlin | edeeb16 | 2019-06-14 11:09:19 +0100 | [diff] [blame] | 79 | false, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 80 | DataLayout::NCHW) |
Teresa Charlin | edeeb16 | 2019-06-14 11:09:19 +0100 | [diff] [blame] | 81 | ARMNN_AUTO_TEST_CASE(Convolution2d3x3Dilation3x3Nhwc, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 82 | Convolution2d3x3Dilation3x3Test<DataType::Float32, DataType::Float32>, |
Teresa Charlin | edeeb16 | 2019-06-14 11:09:19 +0100 | [diff] [blame] | 83 | false, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 84 | DataLayout::NHWC) |
Teresa Charlin | edeeb16 | 2019-06-14 11:09:19 +0100 | [diff] [blame] | 85 | ARMNN_AUTO_TEST_CASE(Convolution2d3x3Dilation3x3Uint8, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 86 | Convolution2d3x3Dilation3x3Test<DataType::QuantisedAsymm8, DataType::Signed32>, |
Teresa Charlin | edeeb16 | 2019-06-14 11:09:19 +0100 | [diff] [blame] | 87 | false, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 88 | DataLayout::NCHW) |
Teresa Charlin | edeeb16 | 2019-06-14 11:09:19 +0100 | [diff] [blame] | 89 | ARMNN_AUTO_TEST_CASE(Convolution2d3x3Dilation3x3NhwcUint8, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 90 | Convolution2d3x3Dilation3x3Test<DataType::QuantisedAsymm8, DataType::Signed32>, |
Teresa Charlin | edeeb16 | 2019-06-14 11:09:19 +0100 | [diff] [blame] | 91 | false, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 92 | DataLayout::NHWC) |
Teresa Charlin | edeeb16 | 2019-06-14 11:09:19 +0100 | [diff] [blame] | 93 | ARMNN_AUTO_TEST_CASE(Convolution2d3x3Dilation3x3Int16, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 94 | Convolution2d3x3Dilation3x3Test<DataType::QuantisedSymm16, DataType::Signed32>, |
Teresa Charlin | edeeb16 | 2019-06-14 11:09:19 +0100 | [diff] [blame] | 95 | false, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 96 | DataLayout::NCHW) |
Teresa Charlin | edeeb16 | 2019-06-14 11:09:19 +0100 | [diff] [blame] | 97 | ARMNN_AUTO_TEST_CASE(Convolution2d3x3Dilation3x3NhwcInt16, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 98 | Convolution2d3x3Dilation3x3Test<DataType::QuantisedSymm16, DataType::Signed32>, |
Teresa Charlin | edeeb16 | 2019-06-14 11:09:19 +0100 | [diff] [blame] | 99 | false, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 100 | DataLayout::NHWC) |
Teresa Charlin | edeeb16 | 2019-06-14 11:09:19 +0100 | [diff] [blame] | 101 | |
| 102 | ARMNN_AUTO_TEST_CASE(Convolution2d2x3x3Dilation3x3, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 103 | Convolution2d2x3x3Dilation3x3Test<DataType::Float32, DataType::Float32>, |
Teresa Charlin | edeeb16 | 2019-06-14 11:09:19 +0100 | [diff] [blame] | 104 | false, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 105 | DataLayout::NCHW) |
Teresa Charlin | edeeb16 | 2019-06-14 11:09:19 +0100 | [diff] [blame] | 106 | ARMNN_AUTO_TEST_CASE(Convolution2d2x3x3Dilation3x3Nhwc, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 107 | Convolution2d2x3x3Dilation3x3Test<DataType::Float32, DataType::Float32>, |
Teresa Charlin | edeeb16 | 2019-06-14 11:09:19 +0100 | [diff] [blame] | 108 | false, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 109 | DataLayout::NHWC) |
Teresa Charlin | edeeb16 | 2019-06-14 11:09:19 +0100 | [diff] [blame] | 110 | ARMNN_AUTO_TEST_CASE(Convolution2d2x3x3Dilation3x3Uint8, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 111 | Convolution2d2x3x3Dilation3x3Test<DataType::QuantisedAsymm8, DataType::Signed32>, |
Teresa Charlin | edeeb16 | 2019-06-14 11:09:19 +0100 | [diff] [blame] | 112 | false, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 113 | DataLayout::NCHW) |
Teresa Charlin | edeeb16 | 2019-06-14 11:09:19 +0100 | [diff] [blame] | 114 | ARMNN_AUTO_TEST_CASE(Convolution2d2x3x3Dilation3x3NhwcUint8, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 115 | Convolution2d2x3x3Dilation3x3Test<DataType::QuantisedAsymm8, DataType::Signed32>, |
Teresa Charlin | edeeb16 | 2019-06-14 11:09:19 +0100 | [diff] [blame] | 116 | false, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 117 | DataLayout::NHWC) |
Teresa Charlin | edeeb16 | 2019-06-14 11:09:19 +0100 | [diff] [blame] | 118 | ARMNN_AUTO_TEST_CASE(Convolution2d2x3x3Dilation3x3Int16, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 119 | Convolution2d2x3x3Dilation3x3Test<DataType::QuantisedSymm16, DataType::Signed32>, |
Teresa Charlin | edeeb16 | 2019-06-14 11:09:19 +0100 | [diff] [blame] | 120 | false, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 121 | DataLayout::NCHW) |
Teresa Charlin | edeeb16 | 2019-06-14 11:09:19 +0100 | [diff] [blame] | 122 | ARMNN_AUTO_TEST_CASE(Convolution2d2x3x3Dilation3x3NhwcInt16, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 123 | Convolution2d2x3x3Dilation3x3Test<DataType::QuantisedSymm16, DataType::Signed32>, |
Teresa Charlin | edeeb16 | 2019-06-14 11:09:19 +0100 | [diff] [blame] | 124 | false, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 125 | DataLayout::NHWC) |
Teresa Charlin | edeeb16 | 2019-06-14 11:09:19 +0100 | [diff] [blame] | 126 | |
Jan Eilers | 0bf6b23 | 2019-07-12 10:46:33 +0100 | [diff] [blame] | 127 | ARMNN_AUTO_TEST_CASE(Convolution2d2x2Dilation2x2Padding2x2Stride3x3, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 128 | Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test<DataType::Float32, DataType::Float32>, |
Teresa Charlin | 2b7519d | 2019-07-09 15:45:35 +0100 | [diff] [blame] | 129 | false, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 130 | DataLayout::NCHW) |
Jan Eilers | 0bf6b23 | 2019-07-12 10:46:33 +0100 | [diff] [blame] | 131 | ARMNN_AUTO_TEST_CASE(Convolution2d2x2Dilation2x2Padding2x2Stride3x3Nhwc, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 132 | Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test<DataType::Float32, DataType::Float32>, |
Teresa Charlin | 2b7519d | 2019-07-09 15:45:35 +0100 | [diff] [blame] | 133 | false, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 134 | DataLayout::NHWC) |
Jan Eilers | 0bf6b23 | 2019-07-12 10:46:33 +0100 | [diff] [blame] | 135 | ARMNN_AUTO_TEST_CASE(Convolution2d2x2Dilation2x2Padding2x2Stride3x3Uint8, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 136 | Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test<DataType::QuantisedAsymm8, DataType::Signed32>, |
Teresa Charlin | 2b7519d | 2019-07-09 15:45:35 +0100 | [diff] [blame] | 137 | false, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 138 | DataLayout::NCHW) |
Jan Eilers | 0bf6b23 | 2019-07-12 10:46:33 +0100 | [diff] [blame] | 139 | ARMNN_AUTO_TEST_CASE(Convolution2d2x2Dilation2x2Padding2x2Stride3x3NhwcUint8, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 140 | Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test<DataType::QuantisedAsymm8, DataType::Signed32>, |
Teresa Charlin | 2b7519d | 2019-07-09 15:45:35 +0100 | [diff] [blame] | 141 | false, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 142 | DataLayout::NHWC) |
Jan Eilers | 0bf6b23 | 2019-07-12 10:46:33 +0100 | [diff] [blame] | 143 | ARMNN_AUTO_TEST_CASE(Convolution2d2x2Dilation2x2Padding2x2Stride3x3Int16, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 144 | Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test<DataType::QuantisedSymm16, DataType::Signed32>, |
Teresa Charlin | 2b7519d | 2019-07-09 15:45:35 +0100 | [diff] [blame] | 145 | false, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 146 | DataLayout::NCHW) |
Jan Eilers | 0bf6b23 | 2019-07-12 10:46:33 +0100 | [diff] [blame] | 147 | ARMNN_AUTO_TEST_CASE(Convolution2d2x2Dilation2x2Padding2x2Stride3x3NhwcInt16, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 148 | Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test<DataType::QuantisedSymm16, DataType::Signed32>, |
Teresa Charlin | 2b7519d | 2019-07-09 15:45:35 +0100 | [diff] [blame] | 149 | false, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 150 | DataLayout::NHWC) |
Teresa Charlin | 2b7519d | 2019-07-09 15:45:35 +0100 | [diff] [blame] | 151 | |
| 152 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 153 | // Depthwise Convolution |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 154 | ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d, DepthwiseConvolution2dTest, true, DataLayout::NCHW) |
| 155 | ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dUint8, DepthwiseConvolution2dUint8Test, true, DataLayout::NCHW) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 156 | |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 157 | ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2d, DepthwiseConvolution2dTest, false, DataLayout::NCHW) |
jimfly01 | d84216a | 2018-10-26 12:56:21 +0100 | [diff] [blame] | 158 | ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dUint8, |
| 159 | DepthwiseConvolution2dUint8Test, |
| 160 | false, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 161 | DataLayout::NCHW) |
| 162 | ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dQSymm16, DepthwiseConvolution2dInt16Test, true, DataLayout::NCHW) |
jimfly01 | d84216a | 2018-10-26 12:56:21 +0100 | [diff] [blame] | 163 | |
| 164 | // NHWC Depthwise Convolution |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 165 | ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dNhwc, DepthwiseConvolution2dTest, true, DataLayout::NHWC) |
| 166 | ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dUint8Nhwc, DepthwiseConvolution2dUint8Test, true, DataLayout::NHWC) |
jimfly01 | d84216a | 2018-10-26 12:56:21 +0100 | [diff] [blame] | 167 | |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 168 | ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dNhwc, DepthwiseConvolution2dTest, false, DataLayout::NHWC) |
jimfly01 | d84216a | 2018-10-26 12:56:21 +0100 | [diff] [blame] | 169 | ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dUint8Nhwc, |
| 170 | DepthwiseConvolution2dUint8Test, |
| 171 | false, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 172 | DataLayout::NHWC) |
Teresa Charlin | 20b1f88 | 2019-06-19 09:34:37 +0100 | [diff] [blame] | 173 | ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthNhwc, DepthwiseConvolution2dDepthNhwcTest, false) |
Matthew Bentham | 49cb7d0 | 2019-05-10 16:55:23 +0100 | [diff] [blame] | 174 | ARMNN_AUTO_TEST_CASE(SimpleDepthwiseConvolution2d3x3Dilation3x3Nhwc, |
| 175 | SimpleDepthwiseConvolution2d3x3Dilation3x3NhwcTest) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 176 | |
Teresa Charlin | 20b1f88 | 2019-06-19 09:34:37 +0100 | [diff] [blame] | 177 | ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d3x3Dilation3x3, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 178 | DepthwiseConvolution2d3x3Dilation3x3Test<DataType::Float32, DataType::Float32>, |
Teresa Charlin | 20b1f88 | 2019-06-19 09:34:37 +0100 | [diff] [blame] | 179 | false, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 180 | DataLayout::NCHW) |
Teresa Charlin | 20b1f88 | 2019-06-19 09:34:37 +0100 | [diff] [blame] | 181 | ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d3x3Dilation3x3Nhwc, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 182 | DepthwiseConvolution2d3x3Dilation3x3Test<DataType::Float32, DataType::Float32>, |
Teresa Charlin | 20b1f88 | 2019-06-19 09:34:37 +0100 | [diff] [blame] | 183 | false, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 184 | DataLayout::NHWC) |
Teresa Charlin | 20b1f88 | 2019-06-19 09:34:37 +0100 | [diff] [blame] | 185 | ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d3x3Dilation3x3Uint8, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 186 | DepthwiseConvolution2d3x3Dilation3x3Test<DataType::QuantisedAsymm8, DataType::Signed32>, |
Teresa Charlin | 20b1f88 | 2019-06-19 09:34:37 +0100 | [diff] [blame] | 187 | false, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 188 | DataLayout::NCHW) |
Teresa Charlin | 20b1f88 | 2019-06-19 09:34:37 +0100 | [diff] [blame] | 189 | ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d3x3Dilation3x3NhwcUint8, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 190 | DepthwiseConvolution2d3x3Dilation3x3Test<DataType::QuantisedAsymm8, DataType::Signed32>, |
Teresa Charlin | 20b1f88 | 2019-06-19 09:34:37 +0100 | [diff] [blame] | 191 | false, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 192 | DataLayout::NHWC) |
Teresa Charlin | 20b1f88 | 2019-06-19 09:34:37 +0100 | [diff] [blame] | 193 | ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d3x3Dilation3x3Int16, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 194 | DepthwiseConvolution2d3x3Dilation3x3Test<DataType::QuantisedSymm16, DataType::Signed32>, |
Teresa Charlin | 20b1f88 | 2019-06-19 09:34:37 +0100 | [diff] [blame] | 195 | false, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 196 | DataLayout::NCHW) |
Teresa Charlin | 20b1f88 | 2019-06-19 09:34:37 +0100 | [diff] [blame] | 197 | ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d3x3Dilation3x3NhwcInt16, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 198 | DepthwiseConvolution2d3x3Dilation3x3Test<DataType::QuantisedSymm16, DataType::Signed32>, |
Teresa Charlin | 20b1f88 | 2019-06-19 09:34:37 +0100 | [diff] [blame] | 199 | false, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 200 | DataLayout::NHWC) |
Teresa Charlin | 20b1f88 | 2019-06-19 09:34:37 +0100 | [diff] [blame] | 201 | |
| 202 | ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d2x3x3Dilation3x3, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 203 | DepthwiseConvolution2d2x3x3Dilation3x3Test<DataType::Float32, DataType::Float32>, |
Teresa Charlin | 20b1f88 | 2019-06-19 09:34:37 +0100 | [diff] [blame] | 204 | false, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 205 | DataLayout::NCHW) |
Teresa Charlin | 20b1f88 | 2019-06-19 09:34:37 +0100 | [diff] [blame] | 206 | ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d2x3x3Dilation3x3Nhwc, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 207 | DepthwiseConvolution2d2x3x3Dilation3x3Test<DataType::Float32, DataType::Float32>, |
Teresa Charlin | 20b1f88 | 2019-06-19 09:34:37 +0100 | [diff] [blame] | 208 | false, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 209 | DataLayout::NHWC) |
Teresa Charlin | 20b1f88 | 2019-06-19 09:34:37 +0100 | [diff] [blame] | 210 | ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d2x3x3Dilation3x3Uint8, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 211 | DepthwiseConvolution2d2x3x3Dilation3x3Test<DataType::QuantisedAsymm8, DataType::Signed32>, |
Teresa Charlin | 20b1f88 | 2019-06-19 09:34:37 +0100 | [diff] [blame] | 212 | false, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 213 | DataLayout::NCHW) |
Teresa Charlin | 20b1f88 | 2019-06-19 09:34:37 +0100 | [diff] [blame] | 214 | ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d2x3x3Dilation3x3NhwcUint8, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 215 | DepthwiseConvolution2d2x3x3Dilation3x3Test<DataType::QuantisedAsymm8, DataType::Signed32>, |
Teresa Charlin | 20b1f88 | 2019-06-19 09:34:37 +0100 | [diff] [blame] | 216 | false, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 217 | DataLayout::NHWC) |
Teresa Charlin | 20b1f88 | 2019-06-19 09:34:37 +0100 | [diff] [blame] | 218 | ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d2x3x3Dilation3x3Int16, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 219 | DepthwiseConvolution2d2x3x3Dilation3x3Test<DataType::QuantisedSymm16, DataType::Signed32>, |
Teresa Charlin | 20b1f88 | 2019-06-19 09:34:37 +0100 | [diff] [blame] | 220 | false, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 221 | DataLayout::NCHW) |
Teresa Charlin | 20b1f88 | 2019-06-19 09:34:37 +0100 | [diff] [blame] | 222 | ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d2x3x3Dilation3x3NhwcInt16, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 223 | DepthwiseConvolution2d2x3x3Dilation3x3Test<DataType::QuantisedSymm16, DataType::Signed32>, |
Teresa Charlin | 20b1f88 | 2019-06-19 09:34:37 +0100 | [diff] [blame] | 224 | false, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 225 | DataLayout::NHWC) |
Kevin May | 665a964a | 2019-08-21 16:53:50 +0100 | [diff] [blame^] | 226 | ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dMult4, |
| 227 | DepthwiseConvolution2dMult4Test<armnn::DataType::Float32, armnn::DataType::Float32>, |
| 228 | false, |
| 229 | armnn::DataLayout::NCHW) |
| 230 | ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dMult2, |
| 231 | DepthwiseConvolution2dMult2Test<armnn::DataType::Float32, armnn::DataType::Float32>, |
| 232 | false, |
| 233 | armnn::DataLayout::NCHW) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 234 | |
jimfly01 | b9c8963 | 2018-10-26 16:50:13 +0100 | [diff] [blame] | 235 | ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 236 | DepthwiseConvolution2dDepthMul1Test, true, DataLayout::NCHW) |
jimfly01 | b9c8963 | 2018-10-26 16:50:13 +0100 | [diff] [blame] | 237 | ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1Uint8, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 238 | DepthwiseConvolution2dDepthMul1Uint8Test, true, DataLayout::NCHW) |
Ruomei Yan | 88d44b8 | 2019-05-23 14:29:06 +0100 | [diff] [blame] | 239 | ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1Int16, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 240 | DepthwiseConvolution2dDepthMul1Int16Test, true, DataLayout::NCHW) |
jimfly01 | b9c8963 | 2018-10-26 16:50:13 +0100 | [diff] [blame] | 241 | |
| 242 | ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 243 | DepthwiseConvolution2dDepthMul1Test, false, DataLayout::NCHW) |
jimfly01 | b9c8963 | 2018-10-26 16:50:13 +0100 | [diff] [blame] | 244 | ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1Uint8, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 245 | DepthwiseConvolution2dDepthMul1Uint8Test, false, DataLayout::NCHW) |
jimfly01 | b9c8963 | 2018-10-26 16:50:13 +0100 | [diff] [blame] | 246 | |
| 247 | ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1Nhwc, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 248 | DepthwiseConvolution2dDepthMul1Test, true, DataLayout::NHWC) |
jimfly01 | b9c8963 | 2018-10-26 16:50:13 +0100 | [diff] [blame] | 249 | ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1Uint8Nhwc, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 250 | DepthwiseConvolution2dDepthMul1Uint8Test, true, DataLayout::NHWC) |
jimfly01 | b9c8963 | 2018-10-26 16:50:13 +0100 | [diff] [blame] | 251 | |
| 252 | ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1Nhwc, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 253 | DepthwiseConvolution2dDepthMul1Test, false, DataLayout::NHWC) |
jimfly01 | b9c8963 | 2018-10-26 16:50:13 +0100 | [diff] [blame] | 254 | ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1Uint8Nhwc, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 255 | DepthwiseConvolution2dDepthMul1Uint8Test, false, DataLayout::NHWC) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 256 | |
jimfly01 | 382a91d | 2018-10-26 15:55:50 +0100 | [diff] [blame] | 257 | ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dAsymmetric, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 258 | DepthwiseConvolution2dAsymmetricTest, true, DataLayout::NCHW) |
jimfly01 | 382a91d | 2018-10-26 15:55:50 +0100 | [diff] [blame] | 259 | ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dAsymmetric, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 260 | DepthwiseConvolution2dAsymmetricTest, false, DataLayout::NCHW) |
jimfly01 | 382a91d | 2018-10-26 15:55:50 +0100 | [diff] [blame] | 261 | ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dAsymmetricNhwc, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 262 | DepthwiseConvolution2dAsymmetricTest, true, DataLayout::NHWC) |
jimfly01 | 382a91d | 2018-10-26 15:55:50 +0100 | [diff] [blame] | 263 | ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dAsymmetricNhwc, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 264 | DepthwiseConvolution2dAsymmetricTest, false, DataLayout::NHWC) |
surmeh01 | 3537c2c | 2018-05-18 16:31:43 +0100 | [diff] [blame] | 265 | |
Matthew Jackson | d6a9dee | 2019-07-22 13:53:24 +0100 | [diff] [blame] | 266 | ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul64, DepthwiseConvolution2dDepthMul64Test); |
| 267 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 268 | // Pooling |
Teresa Charlin | 0434df6 | 2019-06-06 13:40:35 +0100 | [diff] [blame] | 269 | //MaxPooling |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 270 | ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dSize2x2Stride2x2, SimpleMaxPooling2dSize2x2Stride2x2Test, false) |
| 271 | ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dSize2x2Stride2x2Uint8, SimpleMaxPooling2dSize2x2Stride2x2Uint8Test, false) |
Teresa Charlin | 0434df6 | 2019-06-06 13:40:35 +0100 | [diff] [blame] | 272 | ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dSize2x2Stride2x2Int16, SimpleMaxPooling2dSize2x2Stride2x2Int16Test, false) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 273 | |
| 274 | ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dSize3x3Stride2x4, SimpleMaxPooling2dSize3x3Stride2x4Test, false) |
| 275 | ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dSize3x3Stride2x4Uint8, SimpleMaxPooling2dSize3x3Stride2x4Uint8Test, false) |
Teresa Charlin | 0434df6 | 2019-06-06 13:40:35 +0100 | [diff] [blame] | 276 | ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dSize3x3Stride2x4Int16, SimpleMaxPooling2dSize3x3Stride2x4Int16Test, false) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 277 | |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 278 | ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2d, SimpleMaxPooling2dTest, DataLayout::NCHW) |
| 279 | ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dNhwc, SimpleMaxPooling2dTest, DataLayout::NHWC) |
| 280 | ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dUint8, SimpleMaxPooling2dUint8Test, DataLayout::NCHW) |
| 281 | ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dInt16, SimpleMaxPooling2dInt16Test, DataLayout::NCHW) |
| 282 | ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dUint8Nhwc, SimpleMaxPooling2dUint8Test, DataLayout::NHWC) |
| 283 | ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dInt16Nhwc, SimpleMaxPooling2dInt16Test, DataLayout::NHWC) |
James Conroy | 45a9b77 | 2018-10-31 11:47:53 +0000 | [diff] [blame] | 284 | |
Teresa Charlin | 0434df6 | 2019-06-06 13:40:35 +0100 | [diff] [blame] | 285 | ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleMaxPooling2d, IgnorePaddingSimpleMaxPooling2dTest) |
| 286 | ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleMaxPooling2dUint8, IgnorePaddingSimpleMaxPooling2dUint8Test) |
| 287 | ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleMaxPooling2dInt16, IgnorePaddingSimpleMaxPooling2dInt16Test) |
| 288 | ARMNN_AUTO_TEST_CASE(IgnorePaddingMaxPooling2dSize3, IgnorePaddingMaxPooling2dSize3Test) |
| 289 | ARMNN_AUTO_TEST_CASE(IgnorePaddingMaxPooling2dSize3Uint8, IgnorePaddingMaxPooling2dSize3Uint8Test) |
| 290 | ARMNN_AUTO_TEST_CASE(IgnorePaddingMaxPooling2dSize3Int16, IgnorePaddingMaxPooling2dSize3Int16Test) |
| 291 | |
| 292 | //AveragePooling |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 293 | ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2d, SimpleAveragePooling2dTest, DataLayout::NCHW) |
| 294 | ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2dNhwc, SimpleAveragePooling2dTest, DataLayout::NHWC) |
| 295 | ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2dUint8, SimpleAveragePooling2dUint8Test, DataLayout::NCHW) |
| 296 | ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2dInt16, SimpleAveragePooling2dInt16Test, DataLayout::NCHW) |
| 297 | ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2dUint8Nhwc, SimpleAveragePooling2dUint8Test, DataLayout::NHWC) |
| 298 | ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2dInt16Nhwc, SimpleAveragePooling2dInt16Test, DataLayout::NHWC) |
Teresa Charlin | 0434df6 | 2019-06-06 13:40:35 +0100 | [diff] [blame] | 299 | |
| 300 | ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2d, IgnorePaddingSimpleAveragePooling2dTest) |
| 301 | ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2dUint8, IgnorePaddingSimpleAveragePooling2dUint8Test) |
| 302 | ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2dInt16, IgnorePaddingSimpleAveragePooling2dInt16Test) |
| 303 | ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2dNoPadding, IgnorePaddingSimpleAveragePooling2dNoPaddingTest) |
| 304 | ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2dNoPaddingUint8, |
| 305 | IgnorePaddingSimpleAveragePooling2dNoPaddingUint8Test) |
| 306 | ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2dNoPaddingInt16, |
| 307 | IgnorePaddingSimpleAveragePooling2dNoPaddingInt16Test) |
| 308 | ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3, IgnorePaddingAveragePooling2dSize3Test) |
| 309 | ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3Uint8, IgnorePaddingAveragePooling2dSize3Uint8Test) |
| 310 | ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3Int16, IgnorePaddingAveragePooling2dSize3Int16Test) |
James Conroy | 45a9b77 | 2018-10-31 11:47:53 +0000 | [diff] [blame] | 311 | |
surmeh01 | bceff2f | 2018-03-29 16:29:27 +0100 | [diff] [blame] | 312 | ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3x2Stride2x2, |
| 313 | IgnorePaddingAveragePooling2dSize3x2Stride2x2Test, false) |
| 314 | ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3x2Stride2x2NoPadding, |
| 315 | IgnorePaddingAveragePooling2dSize3x2Stride2x2Test, true) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 316 | |
| 317 | ARMNN_AUTO_TEST_CASE(LargeTensorsAveragePooling2d, LargeTensorsAveragePooling2dTest) |
| 318 | ARMNN_AUTO_TEST_CASE(LargeTensorsAveragePooling2dUint8, LargeTensorsAveragePooling2dUint8Test) |
Teresa Charlin | 0434df6 | 2019-06-06 13:40:35 +0100 | [diff] [blame] | 319 | ARMNN_AUTO_TEST_CASE(LargeTensorsAveragePooling2dInt16, LargeTensorsAveragePooling2dInt16Test) |
| 320 | |
| 321 | //L2Pooling |
| 322 | ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleL2Pooling2d, IgnorePaddingSimpleL2Pooling2dTest) |
| 323 | ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleL2Pooling2dUint8, IgnorePaddingSimpleL2Pooling2dUint8Test) |
| 324 | ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleL2Pooling2dInt16, IgnorePaddingSimpleL2Pooling2dInt16Test) |
| 325 | |
| 326 | ARMNN_AUTO_TEST_CASE(IgnorePaddingL2Pooling2dSize3, IgnorePaddingL2Pooling2dSize3Test) |
| 327 | ARMNN_AUTO_TEST_CASE(IgnorePaddingL2Pooling2dSize3Uint8, IgnorePaddingL2Pooling2dSize3Uint8Test) |
| 328 | ARMNN_AUTO_TEST_CASE(IgnorePaddingL2Pooling2dSize3Int16, IgnorePaddingL2Pooling2dSize3Int16Test) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 329 | |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 330 | ARMNN_AUTO_TEST_CASE(SimpleL2Pooling2d, SimpleL2Pooling2dTest, DataLayout::NCHW) |
| 331 | ARMNN_AUTO_TEST_CASE(SimpleL2Pooling2dNhwc, SimpleL2Pooling2dTest, DataLayout::NHWC) |
| 332 | ARMNN_AUTO_TEST_CASE(SimpleL2Pooling2dUint8, SimpleL2Pooling2dUint8Test, DataLayout::NCHW) |
| 333 | ARMNN_AUTO_TEST_CASE(SimpleL2Pooling2dInt16, SimpleL2Pooling2dInt16Test, DataLayout::NCHW) |
| 334 | ARMNN_AUTO_TEST_CASE(SimpleL2Pooling2dNhwcUint8, SimpleL2Pooling2dUint8Test, DataLayout::NHWC) |
| 335 | ARMNN_AUTO_TEST_CASE(SimpleL2Pooling2dNhwcInt16, SimpleL2Pooling2dInt16Test, DataLayout::NHWC) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 336 | |
| 337 | ARMNN_AUTO_TEST_CASE(L2Pooling2dSize7, L2Pooling2dSize7Test) |
| 338 | ARMNN_AUTO_TEST_CASE(L2Pooling2dSize7Uint8, L2Pooling2dSize7Uint8Test) |
Teresa Charlin | 0434df6 | 2019-06-06 13:40:35 +0100 | [diff] [blame] | 339 | ARMNN_AUTO_TEST_CASE(L2Pooling2dSize7Int16, L2Pooling2dSize7Int16Test) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 340 | |
Teresa Charlin | 0434df6 | 2019-06-06 13:40:35 +0100 | [diff] [blame] | 341 | //NonSquarePooling |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 342 | ARMNN_AUTO_TEST_CASE(AsymmNonSquarePooling2d, AsymmetricNonSquarePooling2dTest) |
| 343 | ARMNN_AUTO_TEST_CASE(AsymmNonSquarePooling2dUint8, AsymmetricNonSquarePooling2dUint8Test) |
Teresa Charlin | 0434df6 | 2019-06-06 13:40:35 +0100 | [diff] [blame] | 344 | ARMNN_AUTO_TEST_CASE(AsymmNonSquarePooling2dInt16, AsymmetricNonSquarePooling2dInt16Test) |
| 345 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 346 | |
Teresa Charlin | 18515e2 | 2019-04-24 10:17:46 +0100 | [diff] [blame] | 347 | // Linear Activation |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 348 | ARMNN_AUTO_TEST_CASE(ConstantLinearActivation, ConstantLinearActivationTest) |
| 349 | ARMNN_AUTO_TEST_CASE(ConstantLinearActivationUint8, ConstantLinearActivationUint8Test) |
Teresa Charlin | 18515e2 | 2019-04-24 10:17:46 +0100 | [diff] [blame] | 350 | ARMNN_AUTO_TEST_CASE(ConstantLinearActivationInt16, ConstantLinearActivationInt16Test) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 351 | |
Matteo Martincigh | 8e6f92d | 2018-10-18 08:45:39 +0100 | [diff] [blame] | 352 | // Normalization |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 353 | ARMNN_AUTO_TEST_CASE(SimpleNormalizationAcross, SimpleNormalizationAcrossTest) |
| 354 | ARMNN_AUTO_TEST_CASE(SimpleNormalizationWithin, SimpleNormalizationWithinTest) |
Matteo Martincigh | 8e6f92d | 2018-10-18 08:45:39 +0100 | [diff] [blame] | 355 | ARMNN_AUTO_TEST_CASE(SimpleNormalizationAcrossNhwc, SimpleNormalizationAcrossNhwcTest) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 356 | |
Narumol Prangnawarat | 65d3096 | 2019-03-14 11:55:03 +0000 | [diff] [blame] | 357 | // Softmax |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 358 | ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta1, SimpleSoftmaxTest, 1.0f) |
| 359 | ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta2, SimpleSoftmaxTest, 2.0f) |
| 360 | ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta1Uint8, SimpleSoftmaxUint8Test, 1.0f) |
| 361 | ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta2Uint8, SimpleSoftmaxUint8Test, 2.0f) |
| 362 | |
Narumol Prangnawarat | 65d3096 | 2019-03-14 11:55:03 +0000 | [diff] [blame] | 363 | ARMNN_AUTO_TEST_CASE(Simple3dSoftmax, Simple3dSoftmaxTest, 1.0f) |
| 364 | ARMNN_AUTO_TEST_CASE(Simple3dSoftmaxUint8, Simple3dSoftmaxUint8Test, 1.0f) |
| 365 | |
| 366 | ARMNN_AUTO_TEST_CASE(Simple4dSoftmax, Simple4dSoftmaxTest, 1.0f) |
| 367 | ARMNN_AUTO_TEST_CASE(Simple4dSoftmaxUint8, Simple4dSoftmaxUint8Test, 1.0f) |
| 368 | |
nikraj01 | 248683f | 2019-05-29 16:46:50 +0100 | [diff] [blame] | 369 | ARMNN_AUTO_TEST_CASE(SimpleSoftmaxUint16, SimpleSoftmaxUint16Test, 1.0f) |
| 370 | ARMNN_AUTO_TEST_CASE(Simple3dSoftmaxUint16, Simple3dSoftmaxUint16Test, 1.0f) |
| 371 | ARMNN_AUTO_TEST_CASE(Simple4dSoftmaxUint16, Simple4dSoftmaxUint16Test, 1.0f) |
| 372 | |
Francis Murtagh | 07f2121 | 2019-07-23 09:50:50 +0100 | [diff] [blame] | 373 | ARMNN_AUTO_TEST_CASE(Simple2dAxis0Softmax, SimpleAxisSoftmaxTest, 1.0f, 0) |
| 374 | ARMNN_AUTO_TEST_CASE(Simple2dAxis1Softmax, SimpleAxisSoftmaxTest, 1.0f, 1) |
| 375 | |
| 376 | ARMNN_AUTO_TEST_CASE(Simple2dAxis0NegSoftmax, SimpleAxisSoftmaxTest, 1.0f, -2) |
| 377 | ARMNN_AUTO_TEST_CASE(Simple2dAxis1NegSoftmax, SimpleAxisSoftmaxTest, 1.0f, -1) |
| 378 | |
| 379 | ARMNN_AUTO_TEST_CASE(Simple3dAxis0Softmax, Simple3dAxisSoftmaxTest, 1.0f, 0) |
| 380 | ARMNN_AUTO_TEST_CASE(Simple3dAxis1Softmax, Simple3dAxisSoftmaxTest, 1.0f, 1) |
| 381 | ARMNN_AUTO_TEST_CASE(Simple3dAxis2Softmax, Simple3dAxisSoftmaxTest, 1.0f, 2) |
| 382 | |
| 383 | ARMNN_AUTO_TEST_CASE(Simple3dAxis0NegSoftmax, Simple3dAxisSoftmaxTest, 1.0f, -3) |
| 384 | ARMNN_AUTO_TEST_CASE(Simple3dAxis1NegSoftmax, Simple3dAxisSoftmaxTest, 1.0f, -2) |
| 385 | ARMNN_AUTO_TEST_CASE(Simple3dAxis2NegSoftmax, Simple3dAxisSoftmaxTest, 1.0f, -1) |
| 386 | |
| 387 | ARMNN_AUTO_TEST_CASE(Simple4dAxis0Softmax, Simple4dAxisSoftmaxTest, 1.0f, 0) |
| 388 | ARMNN_AUTO_TEST_CASE(Simple4dAxis1Softmax, Simple4dAxisSoftmaxTest, 1.0f, 1) |
| 389 | ARMNN_AUTO_TEST_CASE(Simple4dAxis2Softmax, Simple4dAxisSoftmaxTest, 1.0f, 2) |
| 390 | ARMNN_AUTO_TEST_CASE(Simple4dAxis3Softmax, Simple4dAxisSoftmaxTest, 1.0f, 3) |
| 391 | |
| 392 | ARMNN_AUTO_TEST_CASE(Simple4dAxis0NegSoftmax, Simple4dAxisSoftmaxTest, 1.0f, -4) |
| 393 | ARMNN_AUTO_TEST_CASE(Simple4dAxis1NegSoftmax, Simple4dAxisSoftmaxTest, 1.0f, -3) |
| 394 | ARMNN_AUTO_TEST_CASE(Simple4dAxis2NegSoftmax, Simple4dAxisSoftmaxTest, 1.0f, -2) |
| 395 | ARMNN_AUTO_TEST_CASE(Simple4dAxis3NegSoftmax, Simple4dAxisSoftmaxTest, 1.0f, -1) |
| 396 | |
Teresa Charlin | 18515e2 | 2019-04-24 10:17:46 +0100 | [diff] [blame] | 397 | // Sigmoid Activation |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 398 | ARMNN_AUTO_TEST_CASE(SimpleSigmoid, SimpleSigmoidTest) |
| 399 | ARMNN_AUTO_TEST_CASE(SimpleSigmoidUint8, SimpleSigmoidUint8Test) |
Teresa Charlin | 18515e2 | 2019-04-24 10:17:46 +0100 | [diff] [blame] | 400 | ARMNN_AUTO_TEST_CASE(SimpleSigmoidInt16, SimpleSigmoidInt16Test) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 401 | |
Teresa Charlin | 18515e2 | 2019-04-24 10:17:46 +0100 | [diff] [blame] | 402 | // BoundedReLU Activation |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 403 | ARMNN_AUTO_TEST_CASE(ReLu1, BoundedReLuUpperAndLowerBoundTest) |
| 404 | ARMNN_AUTO_TEST_CASE(ReLu6, BoundedReLuUpperBoundOnlyTest) |
| 405 | ARMNN_AUTO_TEST_CASE(ReLu1Uint8, BoundedReLuUint8UpperAndLowerBoundTest) |
| 406 | ARMNN_AUTO_TEST_CASE(ReLu6Uint8, BoundedReLuUint8UpperBoundOnlyTest) |
Teresa Charlin | 18515e2 | 2019-04-24 10:17:46 +0100 | [diff] [blame] | 407 | ARMNN_AUTO_TEST_CASE(BoundedReLuInt16, BoundedReLuInt16Test) |
| 408 | |
| 409 | // ReLU Activation |
konsof01 | 7f6db40 | 2019-06-07 15:15:58 +0100 | [diff] [blame] | 410 | ARMNN_AUTO_TEST_CASE(ReLu, ReLuTest) |
| 411 | ARMNN_AUTO_TEST_CASE(ReLuUint8, ReLuUint8Test) |
Teresa Charlin | 18515e2 | 2019-04-24 10:17:46 +0100 | [diff] [blame] | 412 | ARMNN_AUTO_TEST_CASE(ReLuInt16, ReLuInt16Test) |
| 413 | |
| 414 | // SoftReLU Activation |
konsof01 | 7f6db40 | 2019-06-07 15:15:58 +0100 | [diff] [blame] | 415 | ARMNN_AUTO_TEST_CASE(SoftReLu, SoftReLuTest) |
| 416 | ARMNN_AUTO_TEST_CASE(SoftReLuUint8, SoftReLuUint8Test) |
Teresa Charlin | 18515e2 | 2019-04-24 10:17:46 +0100 | [diff] [blame] | 417 | ARMNN_AUTO_TEST_CASE(SoftReLuInt16, SoftReLuInt16Test) |
| 418 | |
konsof01 | 7f6db40 | 2019-06-07 15:15:58 +0100 | [diff] [blame] | 419 | |
Teresa Charlin | 18515e2 | 2019-04-24 10:17:46 +0100 | [diff] [blame] | 420 | // LeakyReLU Activation |
konsof01 | 7f6db40 | 2019-06-07 15:15:58 +0100 | [diff] [blame] | 421 | ARMNN_AUTO_TEST_CASE(LeakyReLu, LeakyReLuTest) |
| 422 | ARMNN_AUTO_TEST_CASE(LeakyReLuUint8, LeakyReLuUint8Test) |
Teresa Charlin | 18515e2 | 2019-04-24 10:17:46 +0100 | [diff] [blame] | 423 | ARMNN_AUTO_TEST_CASE(LeakyReLuInt16, LeakyReLuInt16Test) |
| 424 | |
| 425 | // Abs Activation |
konsof01 | 7f6db40 | 2019-06-07 15:15:58 +0100 | [diff] [blame] | 426 | ARMNN_AUTO_TEST_CASE(Abs, AbsTest) |
| 427 | ARMNN_AUTO_TEST_CASE(AbsUint8, AbsUint8Test) |
Teresa Charlin | 18515e2 | 2019-04-24 10:17:46 +0100 | [diff] [blame] | 428 | ARMNN_AUTO_TEST_CASE(AbsInt16, AbsInt16Test) |
| 429 | |
| 430 | // Sqrt Activation |
konsof01 | 7f6db40 | 2019-06-07 15:15:58 +0100 | [diff] [blame] | 431 | ARMNN_AUTO_TEST_CASE(Sqrt, SqrtTest) |
| 432 | ARMNN_AUTO_TEST_CASE(SqrtUint8, SqrtUint8Test) |
Teresa Charlin | 18515e2 | 2019-04-24 10:17:46 +0100 | [diff] [blame] | 433 | ARMNN_AUTO_TEST_CASE(SqrtInt16, SqrtInt16Test) |
| 434 | |
| 435 | // Square Activation |
konsof01 | 7f6db40 | 2019-06-07 15:15:58 +0100 | [diff] [blame] | 436 | ARMNN_AUTO_TEST_CASE(Square, SquareTest) |
| 437 | ARMNN_AUTO_TEST_CASE(SquareUint8, SquareUint8Test) |
Teresa Charlin | 18515e2 | 2019-04-24 10:17:46 +0100 | [diff] [blame] | 438 | ARMNN_AUTO_TEST_CASE(SquareInt16, SquareInt16Test) |
| 439 | |
| 440 | // Tanh Activation |
konsof01 | 7f6db40 | 2019-06-07 15:15:58 +0100 | [diff] [blame] | 441 | ARMNN_AUTO_TEST_CASE(Tanh, TanhTest) |
| 442 | ARMNN_AUTO_TEST_CASE(TanhUint8, TanhUint8Test) |
Teresa Charlin | 18515e2 | 2019-04-24 10:17:46 +0100 | [diff] [blame] | 443 | ARMNN_AUTO_TEST_CASE(TanhInt16, TanhInt16Test) |
| 444 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 445 | |
Francis Murtagh | 46c09d0 | 2019-05-28 08:15:28 +0100 | [diff] [blame] | 446 | // Fully Connected |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 447 | ARMNN_AUTO_TEST_CASE(SimpleFullyConnected, FullyConnectedFloat32Test, false, false) |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 448 | ARMNN_AUTO_TEST_CASE(FullyConnectedUint8, FullyConnectedTest<DataType::QuantisedAsymm8>, false) |
| 449 | ARMNN_AUTO_TEST_CASE(FullyConnectedQSymm16, FullyConnectedTest<DataType::QuantisedSymm16>, false) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 450 | ARMNN_AUTO_TEST_CASE(SimpleFullyConnectedWithBias, FullyConnectedFloat32Test, true, false) |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 451 | ARMNN_AUTO_TEST_CASE(FullyConnectedBiasedUint8, FullyConnectedTest<DataType::QuantisedAsymm8>, true) |
| 452 | ARMNN_AUTO_TEST_CASE(FullyConnectedBiasedQSymm16, FullyConnectedTest<DataType::QuantisedSymm16>, true) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 453 | ARMNN_AUTO_TEST_CASE(SimpleFullyConnectedWithTranspose, FullyConnectedFloat32Test, false, true) |
| 454 | |
| 455 | ARMNN_AUTO_TEST_CASE(FullyConnectedLarge, FullyConnectedLargeTest, false) |
| 456 | ARMNN_AUTO_TEST_CASE(FullyConnectedLargeTransposed, FullyConnectedLargeTest, true) |
| 457 | |
| 458 | // Splitter |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 459 | ARMNN_AUTO_TEST_CASE(SimpleSplitter, SplitterTest) |
| 460 | ARMNN_AUTO_TEST_CASE(SimpleSplitterUint8, SplitterUint8Test) |
Ruomei Yan | 25339c3 | 2019-05-28 16:48:20 +0100 | [diff] [blame] | 461 | ARMNN_AUTO_TEST_CASE(SimpleSplitterInt16, SplitterInt16Test) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 462 | |
| 463 | ARMNN_AUTO_TEST_CASE(CopyViaSplitter, CopyViaSplitterTest) |
| 464 | ARMNN_AUTO_TEST_CASE(CopyViaSplitterUint8, CopyViaSplitterUint8Test) |
Ruomei Yan | 25339c3 | 2019-05-28 16:48:20 +0100 | [diff] [blame] | 465 | ARMNN_AUTO_TEST_CASE(CopyViaSplitterInt16, CopyViaSplitterInt16Test) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 466 | |
Jim Flynn | 4ed6c83 | 2019-05-20 11:02:46 +0100 | [diff] [blame] | 467 | // Concat |
| 468 | ARMNN_AUTO_TEST_CASE(SimpleConcat, ConcatTest) |
| 469 | ARMNN_AUTO_TEST_CASE(ConcatUint8, ConcatUint8Test) |
| 470 | ARMNN_AUTO_TEST_CASE(ConcatUint8DifferentQParams, ConcatUint8DifferentQParamsTest) |
| 471 | ARMNN_AUTO_TEST_CASE(ConcatUint16, ConcatUint16Test) |
Narumol Prangnawarat | 71c80b1 | 2019-06-17 17:45:43 +0100 | [diff] [blame] | 472 | ARMNN_AUTO_TEST_CASE(ConcatUint8DifferentInputOutputQParam, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 473 | ConcatDifferentInputOutputQParamTest<DataType::QuantisedAsymm8>, true) |
Narumol Prangnawarat | 71c80b1 | 2019-06-17 17:45:43 +0100 | [diff] [blame] | 474 | ARMNN_AUTO_TEST_CASE(ConcatInt16DifferentInputOutputQParam, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 475 | ConcatDifferentInputOutputQParamTest<DataType::QuantisedSymm16>, true) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 476 | |
| 477 | // Add |
| 478 | ARMNN_AUTO_TEST_CASE(SimpleAdd, AdditionTest) |
Matthew Jackson | dba634f | 2019-08-15 15:14:18 +0100 | [diff] [blame] | 479 | ARMNN_AUTO_TEST_CASE(Add5d, Addition5dTest) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 480 | ARMNN_AUTO_TEST_CASE(AddBroadcast1Element, AdditionBroadcast1ElementTest) |
| 481 | ARMNN_AUTO_TEST_CASE(AddBroadcast, AdditionBroadcastTest) |
| 482 | |
| 483 | ARMNN_AUTO_TEST_CASE(AdditionUint8, AdditionUint8Test) |
| 484 | ARMNN_AUTO_TEST_CASE(AddBroadcastUint8, AdditionBroadcastUint8Test) |
| 485 | ARMNN_AUTO_TEST_CASE(AddBroadcast1ElementUint8, AdditionBroadcast1ElementUint8Test) |
| 486 | |
Sadik Armagan | 2999a02 | 2019-04-09 14:20:12 +0100 | [diff] [blame] | 487 | ARMNN_AUTO_TEST_CASE(AdditionInt16, AdditionInt16Test) |
| 488 | ARMNN_AUTO_TEST_CASE(AddBroadcastInt16, AdditionBroadcastInt16Test) |
| 489 | ARMNN_AUTO_TEST_CASE(AddBroadcast1ElementInt16, AdditionBroadcast1ElementInt16Test) |
| 490 | |
David Beck | f195f03 | 2018-09-06 16:46:34 +0100 | [diff] [blame] | 491 | // Sub |
| 492 | ARMNN_AUTO_TEST_CASE(SimpleSub, SubtractionTest) |
| 493 | ARMNN_AUTO_TEST_CASE(SubBroadcast1Element, SubtractionBroadcast1ElementTest) |
| 494 | ARMNN_AUTO_TEST_CASE(SubBroadcast, SubtractionBroadcastTest) |
| 495 | |
David Beck | 4a8692c | 2018-09-07 16:19:24 +0100 | [diff] [blame] | 496 | ARMNN_AUTO_TEST_CASE(SubtractionUint8, SubtractionUint8Test) |
David Beck | f195f03 | 2018-09-06 16:46:34 +0100 | [diff] [blame] | 497 | ARMNN_AUTO_TEST_CASE(SubBroadcastUint8, SubtractionBroadcastUint8Test) |
| 498 | ARMNN_AUTO_TEST_CASE(SubBroadcast1ElementUint8, SubtractionBroadcast1ElementUint8Test) |
| 499 | |
Sadik Armagan | 2999a02 | 2019-04-09 14:20:12 +0100 | [diff] [blame] | 500 | ARMNN_AUTO_TEST_CASE(SubtractionInt16, SubtractionInt16Test) |
| 501 | ARMNN_AUTO_TEST_CASE(SubBroadcastInt16, SubtractionBroadcastInt16Test) |
| 502 | ARMNN_AUTO_TEST_CASE(SubBroadcast1ElementInt16, SubtractionBroadcast1ElementInt16Test) |
| 503 | |
Francis Murtagh | e7a86a4 | 2018-08-29 12:42:10 +0100 | [diff] [blame] | 504 | // Div |
| 505 | ARMNN_AUTO_TEST_CASE(SimpleDivision, DivisionTest) |
Francis Murtagh | 8c5e3dc | 2018-08-30 17:18:37 +0100 | [diff] [blame] | 506 | ARMNN_AUTO_TEST_CASE(DivisionByZero, DivisionByZeroTest) |
Francis Murtagh | e7a86a4 | 2018-08-29 12:42:10 +0100 | [diff] [blame] | 507 | ARMNN_AUTO_TEST_CASE(DivisionBroadcast1Element, DivisionBroadcast1ElementTest) |
| 508 | ARMNN_AUTO_TEST_CASE(DivisionBroadcast1DVector, DivisionBroadcast1DVectorTest) |
David Beck | 5cd01f3 | 2018-09-12 16:00:08 +0100 | [diff] [blame] | 509 | // NOTE: division by zero for quantized div needs more attention |
| 510 | // see IVGCVSW-1849 |
| 511 | ARMNN_AUTO_TEST_CASE(DivisionUint8, DivisionUint8Test) |
| 512 | ARMNN_AUTO_TEST_CASE(DivisionUint8Broadcast1Element, DivisionBroadcast1ElementUint8Test) |
| 513 | ARMNN_AUTO_TEST_CASE(DivisionUint8Broadcast1DVector, DivisionBroadcast1DVectorUint8Test) |
Francis Murtagh | e7a86a4 | 2018-08-29 12:42:10 +0100 | [diff] [blame] | 514 | |
Sadik Armagan | 2999a02 | 2019-04-09 14:20:12 +0100 | [diff] [blame] | 515 | ARMNN_AUTO_TEST_CASE(DivisionInt16, DivisionInt16Test) |
| 516 | ARMNN_AUTO_TEST_CASE(DivisionInt16Broadcast1Element, DivisionBroadcast1ElementInt16Test) |
| 517 | ARMNN_AUTO_TEST_CASE(DivisionInt16Broadcast1DVector, DivisionBroadcast1DVectorInt16Test) |
| 518 | |
FrancisMurtagh | 30cdfca | 2018-12-18 12:57:35 +0000 | [diff] [blame] | 519 | // Equal |
| 520 | ARMNN_AUTO_TEST_CASE(SimpleEqual, EqualSimpleTest) |
| 521 | ARMNN_AUTO_TEST_CASE(EqualBroadcast1Element, EqualBroadcast1ElementTest) |
| 522 | ARMNN_AUTO_TEST_CASE(EqualBroadcast1DVector, EqualBroadcast1DVectorTest) |
| 523 | ARMNN_AUTO_TEST_CASE(EqualUint8, EqualUint8Test) |
| 524 | ARMNN_AUTO_TEST_CASE(EqualBroadcast1ElementUint8, EqualBroadcast1ElementUint8Test) |
| 525 | ARMNN_AUTO_TEST_CASE(EqualBroadcast1DVectorUint8, EqualBroadcast1DVectorUint8Test) |
| 526 | |
FrancisMurtagh | 878f023 | 2018-12-19 10:56:15 +0000 | [diff] [blame] | 527 | // Greater |
| 528 | ARMNN_AUTO_TEST_CASE(SimpleGreater, GreaterSimpleTest) |
| 529 | ARMNN_AUTO_TEST_CASE(GreaterBroadcast1Element, GreaterBroadcast1ElementTest) |
| 530 | ARMNN_AUTO_TEST_CASE(GreaterBroadcast1DVector, GreaterBroadcast1DVectorTest) |
| 531 | ARMNN_AUTO_TEST_CASE(GreaterUint8, GreaterUint8Test) |
| 532 | ARMNN_AUTO_TEST_CASE(GreaterBroadcast1ElementUint8, GreaterBroadcast1ElementUint8Test) |
| 533 | ARMNN_AUTO_TEST_CASE(GreaterBroadcast1DVectorUint8, GreaterBroadcast1DVectorUint8Test) |
| 534 | |
Éanna Ó Catháin | 20e5880 | 2018-12-04 10:29:06 +0000 | [diff] [blame] | 535 | // Max |
Éanna Ó Catháin | de70558 | 2018-12-03 13:04:22 +0000 | [diff] [blame] | 536 | ARMNN_AUTO_TEST_CASE(SimpleMaximum, MaximumSimpleTest) |
| 537 | ARMNN_AUTO_TEST_CASE(MaximumBroadcast1Element, MaximumBroadcast1ElementTest) |
| 538 | ARMNN_AUTO_TEST_CASE(MaximumBroadcast1DVector, MaximumBroadcast1DVectorTest) |
| 539 | ARMNN_AUTO_TEST_CASE(MaximumUint8, MaximumUint8Test) |
| 540 | ARMNN_AUTO_TEST_CASE(MaximumBroadcast1ElementUint8, MaximumBroadcast1ElementUint8Test) |
| 541 | ARMNN_AUTO_TEST_CASE(MaximumBroadcast1DVectorUint8, MaximumBroadcast1DVectorUint8Test) |
Sadik Armagan | 2999a02 | 2019-04-09 14:20:12 +0100 | [diff] [blame] | 542 | ARMNN_AUTO_TEST_CASE(MaximumInt16, MaximumInt16Test) |
| 543 | ARMNN_AUTO_TEST_CASE(MaximumBroadcast1ElementInt16, MaximumBroadcast1ElementInt16Test) |
| 544 | ARMNN_AUTO_TEST_CASE(MaximumBroadcast1DVectorInt16, MaximumBroadcast1DVectorInt16Test) |
Éanna Ó Catháin | de70558 | 2018-12-03 13:04:22 +0000 | [diff] [blame] | 545 | |
Éanna Ó Catháin | 20e5880 | 2018-12-04 10:29:06 +0000 | [diff] [blame] | 546 | // Min |
| 547 | ARMNN_AUTO_TEST_CASE(SimpleMinimum1, MinimumBroadcast1ElementTest1) |
| 548 | ARMNN_AUTO_TEST_CASE(SimpleMinimum2, MinimumBroadcast1ElementTest2) |
| 549 | ARMNN_AUTO_TEST_CASE(Minimum1DVectorUint8, MinimumBroadcast1DVectorUint8Test) |
Sadik Armagan | 2999a02 | 2019-04-09 14:20:12 +0100 | [diff] [blame] | 550 | ARMNN_AUTO_TEST_CASE(MinimumInt16, MinimumInt16Test) |
| 551 | ARMNN_AUTO_TEST_CASE(MinimumBroadcast1ElementInt16, MinimumBroadcast1ElementInt16Test) |
| 552 | ARMNN_AUTO_TEST_CASE(MinimumBroadcast1DVectorInt16, MinimumBroadcast1DVectorInt16Test) |
Éanna Ó Catháin | 20e5880 | 2018-12-04 10:29:06 +0000 | [diff] [blame] | 553 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 554 | // Mul |
| 555 | ARMNN_AUTO_TEST_CASE(SimpleMultiplication, MultiplicationTest) |
surmeh01 | bceff2f | 2018-03-29 16:29:27 +0100 | [diff] [blame] | 556 | ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1Element, MultiplicationBroadcast1ElementTest) |
| 557 | ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1DVector, MultiplicationBroadcast1DVectorTest) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 558 | ARMNN_AUTO_TEST_CASE(MultiplicationUint8, MultiplicationUint8Test) |
surmeh01 | bceff2f | 2018-03-29 16:29:27 +0100 | [diff] [blame] | 559 | ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1ElementUint8, MultiplicationBroadcast1ElementUint8Test) |
| 560 | ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1DVectorUint8, MultiplicationBroadcast1DVectorUint8Test) |
Sadik Armagan | 2999a02 | 2019-04-09 14:20:12 +0100 | [diff] [blame] | 561 | ARMNN_AUTO_TEST_CASE(MultiplicationInt16, MultiplicationInt16Test) |
| 562 | ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1ElementInt16, MultiplicationBroadcast1ElementInt16Test) |
| 563 | ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1DVectorInt16, MultiplicationBroadcast1DVectorInt16Test) |
Matthew Jackson | dba634f | 2019-08-15 15:14:18 +0100 | [diff] [blame] | 564 | ARMNN_AUTO_TEST_CASE(Multiplication5d, Multiplication5dTest) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 565 | |
| 566 | // Batch Norm |
| 567 | ARMNN_AUTO_TEST_CASE(BatchNorm, BatchNormTest) |
Matteo Martincigh | 8eb675e | 2018-10-17 14:43:29 +0100 | [diff] [blame] | 568 | ARMNN_AUTO_TEST_CASE(BatchNormNhwc, BatchNormNhwcTest) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 569 | ARMNN_AUTO_TEST_CASE(BatchNormUint8, BatchNormUint8Test) |
Matteo Martincigh | 8eb675e | 2018-10-17 14:43:29 +0100 | [diff] [blame] | 570 | ARMNN_AUTO_TEST_CASE(BatchNormUint8Nhwc, BatchNormUint8NhwcTest) |
Matteo Martincigh | f550713 | 2019-06-04 10:59:47 +0100 | [diff] [blame] | 571 | ARMNN_AUTO_TEST_CASE(BatchNormInt16, BatchNormInt16Test) |
| 572 | ARMNN_AUTO_TEST_CASE(BatchNormInt16Nhwc, BatchNormInt16NhwcTest) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 573 | |
James Conroy | 5954082 | 2018-10-11 12:39:05 +0100 | [diff] [blame] | 574 | // Resize Bilinear - NCHW |
Ellen Norris-Thompson | c4223d1 | 2019-06-10 14:15:12 +0100 | [diff] [blame] | 575 | ARMNN_AUTO_TEST_CASE(SimpleResizeBilinear, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 576 | SimpleResizeBilinearTest<DataType::Float32>, |
| 577 | DataLayout::NCHW) |
Ellen Norris-Thompson | c4223d1 | 2019-06-10 14:15:12 +0100 | [diff] [blame] | 578 | ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearUint8, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 579 | SimpleResizeBilinearTest<DataType::QuantisedAsymm8>, |
| 580 | DataLayout::NCHW) |
Ellen Norris-Thompson | 3cb85f3 | 2019-06-17 11:32:49 +0100 | [diff] [blame] | 581 | ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearUint16, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 582 | SimpleResizeBilinearTest<DataType::QuantisedSymm16>, |
| 583 | DataLayout::NCHW) |
Ellen Norris-Thompson | c4223d1 | 2019-06-10 14:15:12 +0100 | [diff] [blame] | 584 | ARMNN_AUTO_TEST_CASE(ResizeBilinearNop, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 585 | ResizeBilinearNopTest<DataType::Float32>, |
| 586 | DataLayout::NCHW) |
Ellen Norris-Thompson | c4223d1 | 2019-06-10 14:15:12 +0100 | [diff] [blame] | 587 | ARMNN_AUTO_TEST_CASE(ResizeBilinearNopUint8, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 588 | ResizeBilinearNopTest<DataType::QuantisedAsymm8>, |
| 589 | DataLayout::NCHW) |
Ellen Norris-Thompson | 3cb85f3 | 2019-06-17 11:32:49 +0100 | [diff] [blame] | 590 | ARMNN_AUTO_TEST_CASE(esizeBilinearNopUint16, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 591 | SimpleResizeBilinearTest<DataType::QuantisedSymm16>, |
| 592 | DataLayout::NCHW) |
Ellen Norris-Thompson | c4223d1 | 2019-06-10 14:15:12 +0100 | [diff] [blame] | 593 | ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMin, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 594 | ResizeBilinearSqMinTest<DataType::Float32>, |
| 595 | DataLayout::NCHW) |
Ellen Norris-Thompson | c4223d1 | 2019-06-10 14:15:12 +0100 | [diff] [blame] | 596 | ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinUint8, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 597 | ResizeBilinearSqMinTest<DataType::QuantisedAsymm8>, |
| 598 | DataLayout::NCHW) |
Ellen Norris-Thompson | 3cb85f3 | 2019-06-17 11:32:49 +0100 | [diff] [blame] | 599 | ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinUint16, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 600 | SimpleResizeBilinearTest<DataType::QuantisedSymm16>, |
| 601 | DataLayout::NCHW) |
Ellen Norris-Thompson | c4223d1 | 2019-06-10 14:15:12 +0100 | [diff] [blame] | 602 | ARMNN_AUTO_TEST_CASE(ResizeBilinearMin, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 603 | ResizeBilinearMinTest<DataType::Float32>, |
| 604 | DataLayout::NCHW) |
Ellen Norris-Thompson | c4223d1 | 2019-06-10 14:15:12 +0100 | [diff] [blame] | 605 | ARMNN_AUTO_TEST_CASE(ResizeBilinearMinUint8, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 606 | ResizeBilinearMinTest<DataType::QuantisedAsymm8>, |
| 607 | DataLayout::NCHW) |
Ellen Norris-Thompson | 3cb85f3 | 2019-06-17 11:32:49 +0100 | [diff] [blame] | 608 | ARMNN_AUTO_TEST_CASE(ResizeBilinearMinUint16, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 609 | SimpleResizeBilinearTest<DataType::QuantisedSymm16>, |
| 610 | DataLayout::NCHW) |
Ellen Norris-Thompson | c4223d1 | 2019-06-10 14:15:12 +0100 | [diff] [blame] | 611 | ARMNN_AUTO_TEST_CASE(ResizeBilinearMag, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 612 | ResizeBilinearMagTest<DataType::Float32>, |
| 613 | DataLayout::NCHW) |
Ellen Norris-Thompson | c4223d1 | 2019-06-10 14:15:12 +0100 | [diff] [blame] | 614 | ARMNN_AUTO_TEST_CASE(ResizeBilinearMagUint8, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 615 | ResizeBilinearMagTest<DataType::QuantisedAsymm8>, |
| 616 | DataLayout::NCHW) |
Ellen Norris-Thompson | 3cb85f3 | 2019-06-17 11:32:49 +0100 | [diff] [blame] | 617 | ARMNN_AUTO_TEST_CASE(ResizeBilinearMagUint16, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 618 | SimpleResizeBilinearTest<DataType::QuantisedSymm16>, |
| 619 | DataLayout::NCHW) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 620 | |
James Conroy | 5954082 | 2018-10-11 12:39:05 +0100 | [diff] [blame] | 621 | // Resize Bilinear - NHWC |
Ellen Norris-Thompson | c4223d1 | 2019-06-10 14:15:12 +0100 | [diff] [blame] | 622 | ARMNN_AUTO_TEST_CASE(ResizeBilinearNopNhwc, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 623 | ResizeBilinearNopTest<DataType::Float32>, |
| 624 | DataLayout::NHWC) |
Ellen Norris-Thompson | c4223d1 | 2019-06-10 14:15:12 +0100 | [diff] [blame] | 625 | ARMNN_AUTO_TEST_CASE(ResizeBilinearNopUint8Nhwc, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 626 | ResizeBilinearNopTest<DataType::QuantisedAsymm8>, |
| 627 | DataLayout::NHWC) |
Ellen Norris-Thompson | 3cb85f3 | 2019-06-17 11:32:49 +0100 | [diff] [blame] | 628 | ARMNN_AUTO_TEST_CASE(ResizeBilinearNopUint16Nhwc, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 629 | ResizeBilinearNopTest<DataType::QuantisedSymm16>, |
| 630 | DataLayout::NHWC) |
Ellen Norris-Thompson | c4223d1 | 2019-06-10 14:15:12 +0100 | [diff] [blame] | 631 | ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearNhwc, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 632 | SimpleResizeBilinearTest<DataType::Float32>, |
| 633 | DataLayout::NHWC) |
Ellen Norris-Thompson | c4223d1 | 2019-06-10 14:15:12 +0100 | [diff] [blame] | 634 | ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearUint8Nhwc, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 635 | SimpleResizeBilinearTest<DataType::QuantisedAsymm8>, |
| 636 | DataLayout::NHWC) |
Ellen Norris-Thompson | 3cb85f3 | 2019-06-17 11:32:49 +0100 | [diff] [blame] | 637 | ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearUint16Nhwc, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 638 | ResizeBilinearNopTest<DataType::QuantisedSymm16>, |
| 639 | DataLayout::NHWC) |
Ellen Norris-Thompson | c4223d1 | 2019-06-10 14:15:12 +0100 | [diff] [blame] | 640 | ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinNhwc, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 641 | ResizeBilinearSqMinTest<DataType::Float32>, |
| 642 | DataLayout::NHWC) |
Ellen Norris-Thompson | c4223d1 | 2019-06-10 14:15:12 +0100 | [diff] [blame] | 643 | ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinUint8Nhwc, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 644 | ResizeBilinearSqMinTest<DataType::QuantisedAsymm8>, |
| 645 | DataLayout::NHWC) |
Ellen Norris-Thompson | 3cb85f3 | 2019-06-17 11:32:49 +0100 | [diff] [blame] | 646 | ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinUint16Nhwc, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 647 | ResizeBilinearNopTest<DataType::QuantisedSymm16>, |
| 648 | DataLayout::NHWC) |
Ellen Norris-Thompson | c4223d1 | 2019-06-10 14:15:12 +0100 | [diff] [blame] | 649 | ARMNN_AUTO_TEST_CASE(ResizeBilinearMinNhwc, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 650 | ResizeBilinearMinTest<DataType::Float32>, |
| 651 | DataLayout::NHWC) |
Ellen Norris-Thompson | c4223d1 | 2019-06-10 14:15:12 +0100 | [diff] [blame] | 652 | ARMNN_AUTO_TEST_CASE(ResizeBilinearMinUint8Nhwc, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 653 | ResizeBilinearMinTest<DataType::QuantisedAsymm8>, |
| 654 | DataLayout::NHWC) |
Ellen Norris-Thompson | 3cb85f3 | 2019-06-17 11:32:49 +0100 | [diff] [blame] | 655 | ARMNN_AUTO_TEST_CASE(ResizeBilinearMinUint16Nhwc, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 656 | ResizeBilinearNopTest<DataType::QuantisedSymm16>, |
| 657 | DataLayout::NHWC) |
Ellen Norris-Thompson | c4223d1 | 2019-06-10 14:15:12 +0100 | [diff] [blame] | 658 | ARMNN_AUTO_TEST_CASE(ResizeBilinearMagNhwc, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 659 | ResizeBilinearMagTest<DataType::Float32>, |
| 660 | DataLayout::NHWC) |
Ellen Norris-Thompson | c4223d1 | 2019-06-10 14:15:12 +0100 | [diff] [blame] | 661 | ARMNN_AUTO_TEST_CASE(ResizeBilinearMagUint8Nhwc, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 662 | ResizeBilinearMagTest<DataType::QuantisedAsymm8>, |
| 663 | DataLayout::NHWC) |
Ellen Norris-Thompson | 3cb85f3 | 2019-06-17 11:32:49 +0100 | [diff] [blame] | 664 | ARMNN_AUTO_TEST_CASE(ResizeBilinearMagUint16Nhwc, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 665 | ResizeBilinearNopTest<DataType::QuantisedSymm16>, |
| 666 | DataLayout::NHWC) |
James Conroy | 5954082 | 2018-10-11 12:39:05 +0100 | [diff] [blame] | 667 | |
Teresa Charlin | 970f43b | 2019-07-01 13:51:07 +0100 | [diff] [blame] | 668 | // Resize NearestNeighbor - NCHW |
| 669 | ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighbor, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 670 | SimpleResizeNearestNeighborTest<DataType::Float32>, |
| 671 | DataLayout::NCHW) |
Teresa Charlin | 970f43b | 2019-07-01 13:51:07 +0100 | [diff] [blame] | 672 | ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborUint8, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 673 | SimpleResizeNearestNeighborTest<DataType::QuantisedAsymm8>, |
| 674 | DataLayout::NCHW) |
Teresa Charlin | 970f43b | 2019-07-01 13:51:07 +0100 | [diff] [blame] | 675 | ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborUint16, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 676 | SimpleResizeNearestNeighborTest<DataType::QuantisedSymm16>, |
| 677 | DataLayout::NCHW) |
Teresa Charlin | 970f43b | 2019-07-01 13:51:07 +0100 | [diff] [blame] | 678 | ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNop, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 679 | ResizeNearestNeighborNopTest<DataType::Float32>, |
| 680 | DataLayout::NCHW) |
Teresa Charlin | 970f43b | 2019-07-01 13:51:07 +0100 | [diff] [blame] | 681 | ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNopUint8, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 682 | ResizeNearestNeighborNopTest<DataType::QuantisedAsymm8>, |
| 683 | DataLayout::NCHW) |
Teresa Charlin | 970f43b | 2019-07-01 13:51:07 +0100 | [diff] [blame] | 684 | ARMNN_AUTO_TEST_CASE(esizeNearestNeighborNopUint16, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 685 | SimpleResizeNearestNeighborTest<DataType::QuantisedSymm16>, |
| 686 | DataLayout::NCHW) |
Teresa Charlin | 970f43b | 2019-07-01 13:51:07 +0100 | [diff] [blame] | 687 | ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMin, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 688 | ResizeNearestNeighborSqMinTest<DataType::Float32>, |
| 689 | DataLayout::NCHW) |
Teresa Charlin | 970f43b | 2019-07-01 13:51:07 +0100 | [diff] [blame] | 690 | ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinUint8, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 691 | ResizeNearestNeighborSqMinTest<DataType::QuantisedAsymm8>, |
| 692 | DataLayout::NCHW) |
Teresa Charlin | 970f43b | 2019-07-01 13:51:07 +0100 | [diff] [blame] | 693 | ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinUint16, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 694 | SimpleResizeNearestNeighborTest<DataType::QuantisedSymm16>, |
| 695 | DataLayout::NCHW) |
Teresa Charlin | 970f43b | 2019-07-01 13:51:07 +0100 | [diff] [blame] | 696 | ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMin, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 697 | ResizeNearestNeighborMinTest<DataType::Float32>, |
| 698 | DataLayout::NCHW) |
Teresa Charlin | 970f43b | 2019-07-01 13:51:07 +0100 | [diff] [blame] | 699 | ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinUint8, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 700 | ResizeNearestNeighborMinTest<DataType::QuantisedAsymm8>, |
| 701 | DataLayout::NCHW) |
Teresa Charlin | 970f43b | 2019-07-01 13:51:07 +0100 | [diff] [blame] | 702 | ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinUint16, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 703 | SimpleResizeNearestNeighborTest<DataType::QuantisedSymm16>, |
| 704 | DataLayout::NCHW) |
Teresa Charlin | 970f43b | 2019-07-01 13:51:07 +0100 | [diff] [blame] | 705 | ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMag, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 706 | ResizeNearestNeighborMagTest<DataType::Float32>, |
| 707 | DataLayout::NCHW, 0.10f, 50, 0.11f, 20) |
Teresa Charlin | 970f43b | 2019-07-01 13:51:07 +0100 | [diff] [blame] | 708 | ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagUint8, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 709 | ResizeNearestNeighborMagTest<DataType::QuantisedAsymm8>, |
| 710 | DataLayout::NCHW, 0.10f, 50, 0.11f, 20) |
Teresa Charlin | 970f43b | 2019-07-01 13:51:07 +0100 | [diff] [blame] | 711 | ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagUint16, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 712 | SimpleResizeNearestNeighborTest<DataType::QuantisedSymm16>, |
| 713 | DataLayout::NCHW) |
Teresa Charlin | 970f43b | 2019-07-01 13:51:07 +0100 | [diff] [blame] | 714 | |
| 715 | // Resize NearestNeighbor - NHWC |
| 716 | ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNopNhwc, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 717 | ResizeNearestNeighborNopTest<DataType::Float32>, |
| 718 | DataLayout::NHWC) |
Teresa Charlin | 970f43b | 2019-07-01 13:51:07 +0100 | [diff] [blame] | 719 | ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNopUint8Nhwc, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 720 | ResizeNearestNeighborNopTest<DataType::QuantisedAsymm8>, |
| 721 | DataLayout::NHWC) |
Teresa Charlin | 970f43b | 2019-07-01 13:51:07 +0100 | [diff] [blame] | 722 | ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNopUint16Nhwc, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 723 | ResizeNearestNeighborNopTest<DataType::QuantisedSymm16>, |
| 724 | DataLayout::NHWC) |
Teresa Charlin | 970f43b | 2019-07-01 13:51:07 +0100 | [diff] [blame] | 725 | ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborNhwc, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 726 | SimpleResizeNearestNeighborTest<DataType::Float32>, |
| 727 | DataLayout::NHWC) |
Teresa Charlin | 970f43b | 2019-07-01 13:51:07 +0100 | [diff] [blame] | 728 | ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborUint8Nhwc, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 729 | SimpleResizeNearestNeighborTest<DataType::QuantisedAsymm8>, |
| 730 | DataLayout::NHWC) |
Teresa Charlin | 970f43b | 2019-07-01 13:51:07 +0100 | [diff] [blame] | 731 | ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborUint16Nhwc, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 732 | ResizeNearestNeighborNopTest<DataType::QuantisedSymm16>, |
| 733 | DataLayout::NHWC) |
Teresa Charlin | 970f43b | 2019-07-01 13:51:07 +0100 | [diff] [blame] | 734 | ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinNhwc, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 735 | ResizeNearestNeighborSqMinTest<DataType::Float32>, |
| 736 | DataLayout::NHWC) |
Teresa Charlin | 970f43b | 2019-07-01 13:51:07 +0100 | [diff] [blame] | 737 | ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinUint8Nhwc, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 738 | ResizeNearestNeighborSqMinTest<DataType::QuantisedAsymm8>, |
| 739 | DataLayout::NHWC) |
Teresa Charlin | 970f43b | 2019-07-01 13:51:07 +0100 | [diff] [blame] | 740 | ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinUint16Nhwc, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 741 | ResizeNearestNeighborNopTest<DataType::QuantisedSymm16>, |
| 742 | DataLayout::NHWC) |
Teresa Charlin | 970f43b | 2019-07-01 13:51:07 +0100 | [diff] [blame] | 743 | ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinNhwc, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 744 | ResizeNearestNeighborMinTest<DataType::Float32>, |
| 745 | DataLayout::NHWC) |
Teresa Charlin | 970f43b | 2019-07-01 13:51:07 +0100 | [diff] [blame] | 746 | ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinUint8Nhwc, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 747 | ResizeNearestNeighborMinTest<DataType::QuantisedAsymm8>, |
| 748 | DataLayout::NHWC) |
Teresa Charlin | 970f43b | 2019-07-01 13:51:07 +0100 | [diff] [blame] | 749 | ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinUint16Nhwc, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 750 | ResizeNearestNeighborNopTest<DataType::QuantisedSymm16>, |
| 751 | DataLayout::NHWC) |
Teresa Charlin | 970f43b | 2019-07-01 13:51:07 +0100 | [diff] [blame] | 752 | ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagNhwc, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 753 | ResizeNearestNeighborMagTest<DataType::Float32>, |
| 754 | DataLayout::NHWC, 0.10f, 50, 0.11f, 20) |
Teresa Charlin | 970f43b | 2019-07-01 13:51:07 +0100 | [diff] [blame] | 755 | ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagUint8Nhwc, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 756 | ResizeNearestNeighborMagTest<DataType::QuantisedAsymm8>, |
| 757 | DataLayout::NHWC, 0.10f, 50, 0.11f, 20) |
Teresa Charlin | 970f43b | 2019-07-01 13:51:07 +0100 | [diff] [blame] | 758 | ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagUint16Nhwc, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 759 | ResizeNearestNeighborNopTest<DataType::QuantisedSymm16>, |
| 760 | DataLayout::NHWC) |
Teresa Charlin | 970f43b | 2019-07-01 13:51:07 +0100 | [diff] [blame] | 761 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 762 | // Fake Quantization |
| 763 | ARMNN_AUTO_TEST_CASE(FakeQuantization, FakeQuantizationTest) |
| 764 | |
Matteo Martincigh | 539b44d | 2018-10-01 09:26:39 +0100 | [diff] [blame] | 765 | // L2 Normalization |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 766 | ARMNN_AUTO_TEST_CASE(L2Normalization1d, L2Normalization1dTest, DataLayout::NCHW) |
| 767 | ARMNN_AUTO_TEST_CASE(L2Normalization2d, L2Normalization2dTest, DataLayout::NCHW) |
| 768 | ARMNN_AUTO_TEST_CASE(L2Normalization3d, L2Normalization3dTest, DataLayout::NCHW) |
| 769 | ARMNN_AUTO_TEST_CASE(L2Normalization4d, L2Normalization4dTest, DataLayout::NCHW) |
Ferran Balaguer | c6138d8 | 2019-06-13 17:23:50 +0100 | [diff] [blame] | 770 | |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 771 | ARMNN_AUTO_TEST_CASE(L2Normalization1dInt16, L2Normalization1dInt16Test, DataLayout::NCHW) |
| 772 | ARMNN_AUTO_TEST_CASE(L2Normalization2dInt16, L2Normalization2dInt16Test, DataLayout::NCHW) |
| 773 | ARMNN_AUTO_TEST_CASE(L2Normalization3dInt16, L2Normalization3dInt16Test, DataLayout::NCHW) |
| 774 | ARMNN_AUTO_TEST_CASE(L2Normalization4dInt16, L2Normalization4dInt16Test, DataLayout::NCHW) |
jimfly01 | 3aab7c3 | 2018-11-12 13:32:08 +0000 | [diff] [blame] | 775 | |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 776 | ARMNN_AUTO_TEST_CASE(L2Normalization1dUint8, L2Normalization1dUint8Test, DataLayout::NCHW) |
| 777 | ARMNN_AUTO_TEST_CASE(L2Normalization2dUint8, L2Normalization2dUint8Test, DataLayout::NCHW) |
| 778 | ARMNN_AUTO_TEST_CASE(L2Normalization3dUint8, L2Normalization3dUint8Test, DataLayout::NCHW) |
| 779 | ARMNN_AUTO_TEST_CASE(L2Normalization4dUint8, L2Normalization4dUint8Test, DataLayout::NCHW) |
Ferran Balaguer | c6138d8 | 2019-06-13 17:23:50 +0100 | [diff] [blame] | 780 | |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 781 | ARMNN_AUTO_TEST_CASE(L2Normalization1dNhwc, L2Normalization1dTest, DataLayout::NHWC) |
| 782 | ARMNN_AUTO_TEST_CASE(L2Normalization2dNhwc, L2Normalization2dTest, DataLayout::NHWC) |
| 783 | ARMNN_AUTO_TEST_CASE(L2Normalization3dNhwc, L2Normalization3dTest, DataLayout::NHWC) |
| 784 | ARMNN_AUTO_TEST_CASE(L2Normalization4dNhwc, L2Normalization4dTest, DataLayout::NHWC) |
Ferran Balaguer | c6138d8 | 2019-06-13 17:23:50 +0100 | [diff] [blame] | 785 | |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 786 | ARMNN_AUTO_TEST_CASE(L2Normalization1dInt16Nhwc, L2Normalization1dInt16Test, DataLayout::NHWC) |
| 787 | ARMNN_AUTO_TEST_CASE(L2Normalization2dInt16Nhwc, L2Normalization2dInt16Test, DataLayout::NHWC) |
| 788 | ARMNN_AUTO_TEST_CASE(L2Normalization3dInt16Nhwc, L2Normalization3dInt16Test, DataLayout::NHWC) |
| 789 | ARMNN_AUTO_TEST_CASE(L2Normalization4dInt16Nhwc, L2Normalization4dInt16Test, DataLayout::NHWC) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 790 | |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 791 | ARMNN_AUTO_TEST_CASE(L2Normalization1dUint8Nhwc, L2Normalization1dUint8Test, DataLayout::NHWC) |
| 792 | ARMNN_AUTO_TEST_CASE(L2Normalization2dUint8Nhwc, L2Normalization2dUint8Test, DataLayout::NHWC) |
| 793 | ARMNN_AUTO_TEST_CASE(L2Normalization3dUint8Nhwc, L2Normalization3dUint8Test, DataLayout::NHWC) |
| 794 | ARMNN_AUTO_TEST_CASE(L2Normalization4dUint8Nhwc, L2Normalization4dUint8Test, DataLayout::NHWC) |
Ferran Balaguer | c6138d8 | 2019-06-13 17:23:50 +0100 | [diff] [blame] | 795 | |
Matthew Jackson | 82b15ed | 2019-07-25 16:14:30 +0100 | [diff] [blame] | 796 | ARMNN_AUTO_TEST_CASE(L2Normalization2dShape, L2Normalization2dShapeTest); |
| 797 | |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 798 | ARMNN_AUTO_TEST_CASE(L2NormalizationDefaultEpsilon, L2NormalizationDefaultEpsilonTest, DataLayout::NCHW) |
| 799 | ARMNN_AUTO_TEST_CASE(L2NormalizationNonDefaultEpsilon, L2NormalizationNonDefaultEpsilonTest, DataLayout::NCHW) |
Ferran Balaguer | e52211e | 2019-06-17 12:23:52 +0100 | [diff] [blame] | 800 | |
Mohamed Nour Abouelseoud | 7420e55 | 2018-10-12 12:26:24 +0100 | [diff] [blame] | 801 | // Pad |
Mohamed Nour Abouelseoud | dd6acea | 2018-10-18 12:26:19 +0100 | [diff] [blame] | 802 | ARMNN_AUTO_TEST_CASE(PadFloat322d, PadFloat322dTest) |
David Monahan | 3475781 | 2019-06-19 11:47:21 +0100 | [diff] [blame] | 803 | ARMNN_AUTO_TEST_CASE(PadFloat322dCustomPadding, PadFloat322dCustomPaddingTest) |
Mohamed Nour Abouelseoud | dd6acea | 2018-10-18 12:26:19 +0100 | [diff] [blame] | 804 | ARMNN_AUTO_TEST_CASE(PadFloat323d, PadFloat323dTest) |
| 805 | ARMNN_AUTO_TEST_CASE(PadFloat324d, PadFloat324dTest) |
| 806 | |
| 807 | ARMNN_AUTO_TEST_CASE(PadUint82d, PadUint82dTest) |
David Monahan | 3475781 | 2019-06-19 11:47:21 +0100 | [diff] [blame] | 808 | ARMNN_AUTO_TEST_CASE(PadUint82dCustomPadding, PadUint82dCustomPaddingTest) |
Mohamed Nour Abouelseoud | dd6acea | 2018-10-18 12:26:19 +0100 | [diff] [blame] | 809 | ARMNN_AUTO_TEST_CASE(PadUint83d, PadUint83dTest) |
| 810 | ARMNN_AUTO_TEST_CASE(PadUint84d, PadUint84dTest) |
Mohamed Nour Abouelseoud | 7420e55 | 2018-10-12 12:26:24 +0100 | [diff] [blame] | 811 | |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 812 | ARMNN_AUTO_TEST_CASE(Pad2dQSymm16, Pad2dTestCommon<DataType::QuantisedSymm16>, 2.0f, 0, 0.0f) |
| 813 | ARMNN_AUTO_TEST_CASE(Pad2dQSymm16CustomPadding, Pad2dTestCommon<DataType::QuantisedSymm16>, 2.0f, 0, 1.0f) |
| 814 | ARMNN_AUTO_TEST_CASE(Pad3dQSymm16, Pad3dTestCommon<DataType::QuantisedSymm16>, 2.0f, 0) |
| 815 | ARMNN_AUTO_TEST_CASE(Pad4dQSymm16, Pad4dTestCommon<DataType::QuantisedSymm16>, 2.0f, 0) |
Narumol Prangnawarat | e6eaf66 | 2019-07-08 08:57:17 +0100 | [diff] [blame] | 816 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 817 | // Constant |
| 818 | ARMNN_AUTO_TEST_CASE(Constant, ConstantTest) |
Nina Drozd | 58ef2c6 | 2019-05-16 12:09:18 +0100 | [diff] [blame] | 819 | ARMNN_AUTO_TEST_CASE(ConstantUint8, ConstantUint8CustomQuantizationScaleAndOffsetTest) |
| 820 | ARMNN_AUTO_TEST_CASE(ConstantInt16, ConstantInt16CustomQuantizationScaleAndOffsetTest) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 821 | |
| 822 | // Concat |
| 823 | ARMNN_AUTO_TEST_CASE(Concatenation1d, Concatenation1dTest) |
| 824 | ARMNN_AUTO_TEST_CASE(Concatenation1dUint8, Concatenation1dUint8Test) |
| 825 | |
| 826 | ARMNN_AUTO_TEST_CASE(Concatenation2dDim0, Concatenation2dDim0Test) |
| 827 | ARMNN_AUTO_TEST_CASE(Concatenation2dDim0Uint8, Concatenation2dDim0Uint8Test) |
| 828 | ARMNN_AUTO_TEST_CASE(Concatenation2dDim1, Concatenation2dDim1Test) |
| 829 | ARMNN_AUTO_TEST_CASE(Concatenation2dDim1Uint8, Concatenation2dDim1Uint8Test) |
| 830 | |
| 831 | ARMNN_AUTO_TEST_CASE(Concatenation2dDim0DiffInputDims, Concatenation2dDim0DiffInputDimsTest) |
| 832 | ARMNN_AUTO_TEST_CASE(Concatenation2dDim0DiffInputDimsUint8, Concatenation2dDim0DiffInputDimsUint8Test) |
| 833 | ARMNN_AUTO_TEST_CASE(Concatenation2dDim1DiffInputDims, Concatenation2dDim1DiffInputDimsTest) |
| 834 | ARMNN_AUTO_TEST_CASE(Concatenation2dDim1DiffInputDimsUint8, Concatenation2dDim1DiffInputDimsUint8Test) |
| 835 | |
| 836 | ARMNN_AUTO_TEST_CASE(Concatenation3dDim0, Concatenation3dDim0Test) |
| 837 | ARMNN_AUTO_TEST_CASE(Concatenation3dDim0Uint8, Concatenation3dDim0Uint8Test) |
| 838 | ARMNN_AUTO_TEST_CASE(Concatenation3dDim1, Concatenation3dDim1Test) |
| 839 | ARMNN_AUTO_TEST_CASE(Concatenation3dDim1Uint8, Concatenation3dDim1Uint8Test) |
narpra01 | 5cdda35 | 2018-11-19 15:30:27 +0000 | [diff] [blame] | 840 | ARMNN_AUTO_TEST_CASE(Concatenation3dDim2, Concatenation3dDim2Test, true) |
| 841 | ARMNN_AUTO_TEST_CASE(Concatenation3dDim2Uint8, Concatenation3dDim2Uint8Test, true) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 842 | |
| 843 | ARMNN_AUTO_TEST_CASE(Concatenation3dDim0DiffInputDims, Concatenation3dDim0DiffInputDimsTest) |
| 844 | ARMNN_AUTO_TEST_CASE(Concatenation3dDim0DiffInputDimsUint8, Concatenation3dDim0DiffInputDimsUint8Test) |
| 845 | ARMNN_AUTO_TEST_CASE(Concatenation3dDim1DiffInputDims, Concatenation3dDim1DiffInputDimsTest) |
| 846 | ARMNN_AUTO_TEST_CASE(Concatenation3dDim1DiffInputDimsUint8, Concatenation3dDim1DiffInputDimsUint8Test) |
narpra01 | 5cdda35 | 2018-11-19 15:30:27 +0000 | [diff] [blame] | 847 | ARMNN_AUTO_TEST_CASE(Concatenation3dDim2DiffInputDims, Concatenation3dDim2DiffInputDimsTest, true) |
| 848 | ARMNN_AUTO_TEST_CASE(Concatenation3dDim2DiffInputDimsUint8, Concatenation3dDim2DiffInputDimsUint8Test, true) |
| 849 | |
| 850 | ARMNN_AUTO_TEST_CASE(Concatenation4dDim0, Concatenation4dDim0Test) |
| 851 | ARMNN_AUTO_TEST_CASE(Concatenation4dDim1, Concatenation4dDim1Test) |
| 852 | ARMNN_AUTO_TEST_CASE(Concatenation4dDim2, Concatenation4dDim2Test) |
| 853 | ARMNN_AUTO_TEST_CASE(Concatenation4dDim3, Concatenation4dDim3Test, true) |
| 854 | ARMNN_AUTO_TEST_CASE(Concatenation4dDim0Uint8, Concatenation4dDim0Uint8Test) |
| 855 | ARMNN_AUTO_TEST_CASE(Concatenation4dDim1Uint8, Concatenation4dDim1Uint8Test) |
| 856 | ARMNN_AUTO_TEST_CASE(Concatenation4dDim2Uint8, Concatenation4dDim2Uint8Test) |
| 857 | ARMNN_AUTO_TEST_CASE(Concatenation4dDim3Uint8, Concatenation4dDim3Uint8Test, true) |
| 858 | |
| 859 | ARMNN_AUTO_TEST_CASE(Concatenation4dDiffShapeDim0, Concatenation4dDiffShapeDim0Test) |
| 860 | ARMNN_AUTO_TEST_CASE(Concatenation4dDiffShapeDim1, Concatenation4dDiffShapeDim1Test) |
| 861 | ARMNN_AUTO_TEST_CASE(Concatenation4dDiffShapeDim2, Concatenation4dDiffShapeDim2Test) |
| 862 | ARMNN_AUTO_TEST_CASE(Concatenation4dDiffShapeDim3, Concatenation4dDiffShapeDim3Test, true) |
| 863 | ARMNN_AUTO_TEST_CASE(Concatenation4dDiffShapeDim0Uint8, Concatenation4dDiffShapeDim0Uint8Test) |
| 864 | ARMNN_AUTO_TEST_CASE(Concatenation4dDiffShapeDim1Uint8, Concatenation4dDiffShapeDim1Uint8Test) |
| 865 | ARMNN_AUTO_TEST_CASE(Concatenation4dDiffShapeDim2Uint8, Concatenation4dDiffShapeDim2Uint8Test) |
| 866 | ARMNN_AUTO_TEST_CASE(Concatenation4dDiffShapeDim3Uint8, Concatenation4dDiffShapeDim3Uint8Test, true) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 867 | |
| 868 | // Floor |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 869 | ARMNN_AUTO_TEST_CASE(SimpleFloor, SimpleFloorTest<DataType::Float32>) |
| 870 | ARMNN_AUTO_TEST_CASE(SimpleFloorQuantisedSymm16, SimpleFloorTest<DataType::QuantisedSymm16>) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 871 | |
| 872 | // Reshape |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 873 | ARMNN_AUTO_TEST_CASE(SimpleReshapeFloat32, SimpleReshapeTest<DataType::Float32>) |
| 874 | ARMNN_AUTO_TEST_CASE(SimpleReshapeQuantisedAsymm8, SimpleReshapeTest<DataType::QuantisedAsymm8>) |
| 875 | ARMNN_AUTO_TEST_CASE(SimpleReshapeQuantisedSymm16, SimpleReshapeTest<DataType::QuantisedSymm16>) |
Matthew Jackson | dba634f | 2019-08-15 15:14:18 +0100 | [diff] [blame] | 876 | ARMNN_AUTO_TEST_CASE(Reshape5d, Reshape5dTest<DataType::Float32>) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 877 | |
Mohamed Nour Abouelseoud | a1d3c6a | 2018-12-27 12:39:16 +0000 | [diff] [blame] | 878 | // Rsqrt |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 879 | ARMNN_AUTO_TEST_CASE(Rsqrt2d, Rsqrt2dTest<DataType::Float32>) |
| 880 | ARMNN_AUTO_TEST_CASE(Rsqrt3d, Rsqrt3dTest<DataType::Float32>) |
| 881 | ARMNN_AUTO_TEST_CASE(RsqrtZero, RsqrtZeroTest<DataType::Float32>) |
| 882 | ARMNN_AUTO_TEST_CASE(RsqrtNegative, RsqrtNegativeTest<DataType::Float32>) |
| 883 | ARMNN_AUTO_TEST_CASE(Rsqrt2dQuantisedAsymm8, Rsqrt2dTest<DataType::QuantisedAsymm8>) |
| 884 | ARMNN_AUTO_TEST_CASE(Rsqrt3dQuantisedAsymm8, Rsqrt3dTest<DataType::QuantisedAsymm8>) |
| 885 | ARMNN_AUTO_TEST_CASE(Rsqrt2dQuantisedSymm16, Rsqrt2dTest<DataType::QuantisedSymm16>) |
| 886 | ARMNN_AUTO_TEST_CASE(Rsqrt3dQuantisedSymm16, Rsqrt3dTest<DataType::QuantisedSymm16>) |
Mohamed Nour Abouelseoud | a1d3c6a | 2018-12-27 12:39:16 +0000 | [diff] [blame] | 887 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 888 | // Permute |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 889 | ARMNN_AUTO_TEST_CASE(SimplePermuteFloat32, SimplePermuteTest<DataType::Float32>) |
| 890 | ARMNN_AUTO_TEST_CASE(PermuteFloat32ValueSet1Test, PermuteValueSet1Test<DataType::Float32>) |
| 891 | ARMNN_AUTO_TEST_CASE(PermuteFloat32ValueSet2Test, PermuteValueSet2Test<DataType::Float32>) |
| 892 | ARMNN_AUTO_TEST_CASE(PermuteFloat32ValueSet3Test, PermuteValueSet3Test<DataType::Float32>) |
| 893 | ARMNN_AUTO_TEST_CASE(SimplePermuteQASymm8, SimplePermuteTest<DataType::QuantisedAsymm8>) |
| 894 | ARMNN_AUTO_TEST_CASE(PermuteQASymm8ValueSet1Test, PermuteValueSet1Test<DataType::QuantisedAsymm8>) |
| 895 | ARMNN_AUTO_TEST_CASE(PermuteQASymm8ValueSet2Test, PermuteValueSet2Test<DataType::QuantisedAsymm8>) |
| 896 | ARMNN_AUTO_TEST_CASE(PermuteQASymm8ValueSet3Test, PermuteValueSet3Test<DataType::QuantisedAsymm8>) |
| 897 | ARMNN_AUTO_TEST_CASE(SimplePermuteQSymm16, SimplePermuteTest<DataType::QuantisedSymm16>) |
| 898 | ARMNN_AUTO_TEST_CASE(PermuteQSymm16ValueSet1Test, PermuteValueSet1Test<DataType::QuantisedSymm16>) |
| 899 | ARMNN_AUTO_TEST_CASE(PermuteQSymm16ValueSet2Test, PermuteValueSet2Test<DataType::QuantisedSymm16>) |
| 900 | ARMNN_AUTO_TEST_CASE(PermuteQSymm16ValueSet3Test, PermuteValueSet3Test<DataType::QuantisedSymm16>) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 901 | |
Matteo Martincigh | a65b7ae | 2018-11-14 12:39:55 +0000 | [diff] [blame] | 902 | // Lstm |
Jan Eilers | 38e05bd | 2019-06-26 13:10:09 +0100 | [diff] [blame] | 903 | BOOST_AUTO_TEST_CASE(LstmUtilsZeroVector) { |
| 904 | LstmUtilsZeroVectorTest(); } |
| 905 | BOOST_AUTO_TEST_CASE(LstmUtilsMeanStddevNormalization) { |
| 906 | LstmUtilsMeanStddevNormalizationNoneZeroInputTest(); |
| 907 | LstmUtilsMeanStddevNormalizationAllZeroInputTest(); |
| 908 | LstmUtilsMeanStddevNormalizationMixedZeroInputTest(); } |
| 909 | BOOST_AUTO_TEST_CASE(LstmUtilsVectorBatchVectorCwiseProduct) { |
| 910 | LstmUtilsVectorBatchVectorCwiseProductTest(); } |
| 911 | BOOST_AUTO_TEST_CASE(LstmUtilsVectorBatchVectorAdd) { |
| 912 | LstmUtilsVectorBatchVectorAddTest(); } |
| 913 | |
Matteo Martincigh | a65b7ae | 2018-11-14 12:39:55 +0000 | [diff] [blame] | 914 | ARMNN_AUTO_TEST_CASE(LstmLayerFloat32WithCifgWithPeepholeNoProjection, |
| 915 | LstmLayerFloat32WithCifgWithPeepholeNoProjectionTest) |
| 916 | ARMNN_AUTO_TEST_CASE(LstmLayerFloat32NoCifgNoPeepholeNoProjection, |
| 917 | LstmLayerFloat32NoCifgNoPeepholeNoProjectionTest) |
| 918 | ARMNN_AUTO_TEST_CASE(LstmLayerFloat32NoCifgWithPeepholeWithProjection, |
| 919 | LstmLayerFloat32NoCifgWithPeepholeWithProjectionTest) |
| 920 | |
Jan Eilers | 38e05bd | 2019-06-26 13:10:09 +0100 | [diff] [blame] | 921 | ARMNN_AUTO_TEST_CASE(LstmLayerFloat32NoCifgWithPeepholeWithProjectionWithLayerNorm, |
| 922 | LstmLayerFloat32NoCifgWithPeepholeWithProjectionWithLayerNormTest) |
| 923 | |
Conor Kennedy | b9971c9 | 2019-05-07 07:14:23 +0100 | [diff] [blame] | 924 | ARMNN_AUTO_TEST_CASE(LstmLayerInt16NoCifgNoPeepholeNoProjection, |
| 925 | LstmLayerInt16NoCifgNoPeepholeNoProjectionTest) |
| 926 | ARMNN_AUTO_TEST_CASE(LstmLayerInt16WithCifgWithPeepholeNoProjection, |
| 927 | LstmLayerInt16WithCifgWithPeepholeNoProjectionTest) |
| 928 | ARMNN_AUTO_TEST_CASE(LstmLayerInt16NoCifgWithPeepholeWithProjection, |
| 929 | LstmLayerInt16NoCifgWithPeepholeWithProjectionTest) |
| 930 | ARMNN_AUTO_TEST_CASE(LstmLayerInt16NoCifgNoPeepholeNoProjectionInt16Constant, |
| 931 | LstmLayerInt16NoCifgNoPeepholeNoProjectionInt16ConstantTest) |
| 932 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 933 | // Convert from Float16 to Float32 |
| 934 | ARMNN_AUTO_TEST_CASE(SimpleConvertFp16ToFp32, SimpleConvertFp16ToFp32Test) |
| 935 | // Convert from Float32 to Float16 |
| 936 | ARMNN_AUTO_TEST_CASE(SimpleConvertFp32ToFp16, SimpleConvertFp32ToFp16Test) |
| 937 | |
narpra01 | 1e4c31d | 2018-09-28 11:07:51 +0100 | [diff] [blame] | 938 | // Mean |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 939 | ARMNN_AUTO_TEST_CASE(MeanSimpleFloat32, MeanSimpleTest<DataType::Float32>) |
| 940 | ARMNN_AUTO_TEST_CASE(MeanSimpleAxisFloat32, MeanSimpleAxisTest<DataType::Float32>) |
| 941 | ARMNN_AUTO_TEST_CASE(MeanKeepDimsFloat32, MeanKeepDimsTest<DataType::Float32>) |
| 942 | ARMNN_AUTO_TEST_CASE(MeanMultipleDimsFloat32, MeanMultipleDimsTest<DataType::Float32>) |
| 943 | ARMNN_AUTO_TEST_CASE(MeanVts1Float32, MeanVts1Test<DataType::Float32>) |
| 944 | ARMNN_AUTO_TEST_CASE(MeanVts2Float32, MeanVts2Test<DataType::Float32>) |
| 945 | ARMNN_AUTO_TEST_CASE(MeanVts3Float32, MeanVts3Test<DataType::Float32>) |
narpra01 | 1e4c31d | 2018-09-28 11:07:51 +0100 | [diff] [blame] | 946 | |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 947 | ARMNN_AUTO_TEST_CASE(MeanSimpleQuantisedAsymm8, MeanSimpleTest<DataType::QuantisedAsymm8>) |
| 948 | ARMNN_AUTO_TEST_CASE(MeanSimpleAxisQuantisedAsymm8, MeanSimpleAxisTest<DataType::QuantisedAsymm8>) |
| 949 | ARMNN_AUTO_TEST_CASE(MeanKeepDimsQuantisedAsymm8, MeanKeepDimsTest<DataType::QuantisedAsymm8>) |
| 950 | ARMNN_AUTO_TEST_CASE(MeanMultipleDimsQuantisedAsymm8, MeanMultipleDimsTest<DataType::QuantisedAsymm8>) |
| 951 | ARMNN_AUTO_TEST_CASE(MeanVts1QuantisedAsymm8, MeanVts1Test<DataType::QuantisedAsymm8>) |
| 952 | ARMNN_AUTO_TEST_CASE(MeanVts2QuantisedAsymm8, MeanVts2Test<DataType::QuantisedAsymm8>) |
| 953 | ARMNN_AUTO_TEST_CASE(MeanVts3QuantisedAsymm8, MeanVts3Test<DataType::QuantisedAsymm8>) |
narpra01 | 1e4c31d | 2018-09-28 11:07:51 +0100 | [diff] [blame] | 954 | |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 955 | ARMNN_AUTO_TEST_CASE(MeanSimpleQuantisedSymm16, MeanSimpleTest<DataType::QuantisedSymm16>) |
| 956 | ARMNN_AUTO_TEST_CASE(MeanSimpleAxisQuantisedSymm16, MeanSimpleAxisTest<DataType::QuantisedSymm16>) |
| 957 | ARMNN_AUTO_TEST_CASE(MeanKeepDimsQuantisedSymm16, MeanKeepDimsTest<DataType::QuantisedSymm16>) |
| 958 | ARMNN_AUTO_TEST_CASE(MeanMultipleDimsQuantisedSymm16, MeanMultipleDimsTest<DataType::QuantisedSymm16>) |
| 959 | ARMNN_AUTO_TEST_CASE(MeanVts1QuantisedSymm16, MeanVts1Test<DataType::QuantisedSymm16>) |
| 960 | ARMNN_AUTO_TEST_CASE(MeanVts2QuantisedSymm16, MeanVts2Test<DataType::QuantisedSymm16>) |
| 961 | ARMNN_AUTO_TEST_CASE(MeanVts3QuantisedSymm16, MeanVts3Test<DataType::QuantisedSymm16>) |
James Conroy | b80775f | 2019-06-11 11:25:30 +0100 | [diff] [blame] | 962 | |
Éanna Ó Catháin | 47c1ddb | 2018-10-12 14:24:13 +0100 | [diff] [blame] | 963 | ARMNN_AUTO_TEST_CASE(AdditionAfterMaxPool, AdditionAfterMaxPoolTest) |
| 964 | |
Nattapat Chaimanowong | 3ea76d5 | 2018-11-09 14:10:38 +0000 | [diff] [blame] | 965 | // Space To Batch Nd |
| 966 | ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleFloat32, SpaceToBatchNdSimpleFloat32Test) |
| 967 | ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsFloat32, SpaceToBatchNdMultiChannelsFloat32Test) |
| 968 | ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockFloat32, SpaceToBatchNdMultiBlockFloat32Test) |
| 969 | ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingFloat32, SpaceToBatchNdPaddingFloat32Test) |
| 970 | |
| 971 | ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleUint8, SpaceToBatchNdSimpleUint8Test) |
| 972 | ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsUint8, SpaceToBatchNdMultiChannelsUint8Test) |
| 973 | ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockUint8, SpaceToBatchNdMultiBlockUint8Test) |
| 974 | ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingUint8, SpaceToBatchNdPaddingUint8Test) |
| 975 | |
| 976 | ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleNHWCFloat32, SpaceToBatchNdSimpleNHWCFloat32Test) |
| 977 | ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsNHWCFloat32, SpaceToBatchNdMultiChannelsNHWCFloat32Test) |
| 978 | ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockNHWCFloat32, SpaceToBatchNdMultiBlockNHWCFloat32Test) |
| 979 | ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingNHWCFloat32, SpaceToBatchNdPaddingNHWCFloat32Test) |
| 980 | |
| 981 | ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleNHWCUint8, SpaceToBatchNdSimpleNHWCUint8Test) |
| 982 | ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsNHWCUint8, SpaceToBatchNdMultiChannelsNHWCUint8Test) |
| 983 | ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockNHWCUint8, SpaceToBatchNdMultiBlockNHWCUint8Test) |
| 984 | ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingNHWCUint8, SpaceToBatchNdPaddingNHWCUint8Test) |
| 985 | |
nikraj01 | 120522a | 2019-05-31 11:33:07 +0100 | [diff] [blame] | 986 | ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleUint16, SpaceToBatchNdSimpleUint16Test) |
| 987 | ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsUint16, SpaceToBatchNdMultiChannelsUint16Test) |
| 988 | ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockUint16, SpaceToBatchNdMultiBlockUint16Test) |
| 989 | ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingUint16, SpaceToBatchNdPaddingUint16Test) |
| 990 | |
| 991 | ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleNHWCUint16, SpaceToBatchNdSimpleNHWCUint16Test) |
| 992 | ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsNHWCUint16, SpaceToBatchNdMultiChannelsNHWCUint16Test) |
| 993 | ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockNHWCUint16, SpaceToBatchNdMultiBlockNHWCUint16Test) |
| 994 | ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingNHWCUint16, SpaceToBatchNdPaddingNHWCUint16Test) |
| 995 | |
Francis Murtagh | 57f13d5 | 2019-06-24 14:24:36 +0100 | [diff] [blame] | 996 | // BatchToSpace |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 997 | ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat1, BatchToSpaceNdNhwcTest1<DataType::Float32>) |
| 998 | ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat2, BatchToSpaceNdNhwcTest2<DataType::Float32>) |
| 999 | ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat3, BatchToSpaceNdNhwcTest3<DataType::Float32>) |
| 1000 | ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat4, BatchToSpaceNdNhwcTest4<DataType::Float32>) |
| 1001 | ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat5, BatchToSpaceNdNhwcTest5<DataType::Float32>) |
| 1002 | ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat6, BatchToSpaceNdNhwcTest6<DataType::Float32>) |
| 1003 | ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat7, BatchToSpaceNdNhwcTest7<DataType::Float32>) |
Éanna Ó Catháin | 4e1e136 | 2018-11-12 11:36:34 +0000 | [diff] [blame] | 1004 | |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 1005 | ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint1, BatchToSpaceNdNhwcTest1<DataType::QuantisedAsymm8>) |
| 1006 | ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint2, BatchToSpaceNdNhwcTest2<DataType::QuantisedAsymm8>) |
| 1007 | ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint3, BatchToSpaceNdNhwcTest3<DataType::QuantisedAsymm8>) |
| 1008 | ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint4, BatchToSpaceNdNhwcTest4<DataType::QuantisedAsymm8>) |
| 1009 | ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint5, BatchToSpaceNdNhwcTest5<DataType::QuantisedAsymm8>) |
| 1010 | ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint6, BatchToSpaceNdNhwcTest6<DataType::QuantisedAsymm8>) |
| 1011 | ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint7, BatchToSpaceNdNhwcTest7<DataType::QuantisedAsymm8>) |
Éanna Ó Catháin | 4e1e136 | 2018-11-12 11:36:34 +0000 | [diff] [blame] | 1012 | |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 1013 | ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcQsymm16_1, BatchToSpaceNdNhwcTest1<DataType::QuantisedSymm16>) |
| 1014 | ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcQsymm16_2, BatchToSpaceNdNhwcTest2<DataType::QuantisedSymm16>) |
| 1015 | ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcQsymm16_3, BatchToSpaceNdNhwcTest3<DataType::QuantisedSymm16>) |
| 1016 | ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcQsymm16_4, BatchToSpaceNdNhwcTest4<DataType::QuantisedSymm16>) |
| 1017 | ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcQsymm16_5, BatchToSpaceNdNhwcTest5<DataType::QuantisedSymm16>) |
| 1018 | ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcQsymm16_6, BatchToSpaceNdNhwcTest6<DataType::QuantisedSymm16>) |
| 1019 | ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcQsymm16_7, BatchToSpaceNdNhwcTest7<DataType::QuantisedSymm16>) |
Francis Murtagh | d0dfe17 | 2019-06-25 10:57:10 +0100 | [diff] [blame] | 1020 | |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 1021 | ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat1, BatchToSpaceNdNchwTest1<DataType::Float32>) |
| 1022 | ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat2, BatchToSpaceNdNchwTest2<DataType::Float32>) |
| 1023 | ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat3, BatchToSpaceNdNchwTest3<DataType::Float32>) |
| 1024 | ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat4, BatchToSpaceNdNchwTest4<DataType::Float32>) |
| 1025 | ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat5, BatchToSpaceNdNchwTest5<DataType::Float32>) |
| 1026 | ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat6, BatchToSpaceNdNchwTest6<DataType::Float32>) |
| 1027 | ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat7, BatchToSpaceNdNchwTest7<DataType::Float32>) |
Mike Kelly | 831faed | 2018-11-28 11:52:08 +0000 | [diff] [blame] | 1028 | |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 1029 | ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint1, BatchToSpaceNdNchwTest1<DataType::QuantisedAsymm8>) |
| 1030 | ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint2, BatchToSpaceNdNchwTest2<DataType::QuantisedAsymm8>) |
| 1031 | ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint3, BatchToSpaceNdNchwTest3<DataType::QuantisedAsymm8>) |
| 1032 | ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint4, BatchToSpaceNdNchwTest4<DataType::QuantisedAsymm8>) |
| 1033 | ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint5, BatchToSpaceNdNchwTest5<DataType::QuantisedAsymm8>) |
| 1034 | ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint6, BatchToSpaceNdNchwTest6<DataType::QuantisedAsymm8>) |
| 1035 | ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint7, BatchToSpaceNdNchwTest7<DataType::QuantisedAsymm8>) |
Éanna Ó Catháin | 262553e | 2018-11-14 11:26:23 +0000 | [diff] [blame] | 1036 | |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 1037 | ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwQsymm16_1, BatchToSpaceNdNchwTest1<DataType::QuantisedSymm16>) |
| 1038 | ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwQsymm16_2, BatchToSpaceNdNchwTest2<DataType::QuantisedSymm16>) |
| 1039 | ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwQsymm16_3, BatchToSpaceNdNchwTest3<DataType::QuantisedSymm16>) |
| 1040 | ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwQsymm16_4, BatchToSpaceNdNchwTest4<DataType::QuantisedSymm16>) |
| 1041 | ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwQsymm16_5, BatchToSpaceNdNchwTest5<DataType::QuantisedSymm16>) |
| 1042 | ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwQsymm16_6, BatchToSpaceNdNchwTest6<DataType::QuantisedSymm16>) |
| 1043 | ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwQsymm16_7, BatchToSpaceNdNchwTest7<DataType::QuantisedSymm16>) |
Francis Murtagh | d0dfe17 | 2019-06-25 10:57:10 +0100 | [diff] [blame] | 1044 | |
| 1045 | |
Francis Murtagh | 57f13d5 | 2019-06-24 14:24:36 +0100 | [diff] [blame] | 1046 | // SpaceToDepth |
Keith Davis | a57eccb | 2019-06-14 17:33:22 +0100 | [diff] [blame] | 1047 | ARMNN_AUTO_TEST_CASE(SpaceToDepthNCHWAsymmQ8, SpaceToDepthNCHWAsymmQ8Test) |
| 1048 | ARMNN_AUTO_TEST_CASE(SpaceToDepthNHWCAsymmQ8, SpaceToDepthNHWCAsymmQ8Test) |
| 1049 | |
James Conroy | d2aa85e | 2019-07-01 17:12:40 +0100 | [diff] [blame] | 1050 | ARMNN_AUTO_TEST_CASE(SpaceToDepthNHWC1Float32, SpaceToDepthNHWCFloat32Test1) |
| 1051 | ARMNN_AUTO_TEST_CASE(SpaceToDepthNCHW1Float32, SpaceToDepthNCHWFloat32Test1) |
| 1052 | |
| 1053 | ARMNN_AUTO_TEST_CASE(SpaceToDepthNHWC2Float32, SpaceToDepthNHWCFloat32Test2) |
| 1054 | ARMNN_AUTO_TEST_CASE(SpaceToDepthNCHW2Float32, SpaceToDepthNCHWFloat32Test2) |
| 1055 | |
| 1056 | ARMNN_AUTO_TEST_CASE(SpaceToDepthNHWCQSymm16, SpaceToDepthNHWCQSymm16Test) |
| 1057 | ARMNN_AUTO_TEST_CASE(SpaceToDepthNCHWQSymm16, SpaceToDepthNCHWQSymm16Test) |
Keith Davis | a57eccb | 2019-06-14 17:33:22 +0100 | [diff] [blame] | 1058 | |
Nattapat Chaimanowong | 1216b58 | 2018-11-23 15:33:41 +0000 | [diff] [blame] | 1059 | // Strided Slice |
| 1060 | ARMNN_AUTO_TEST_CASE(StridedSlice4DFloat32, StridedSlice4DFloat32Test) |
| 1061 | ARMNN_AUTO_TEST_CASE(StridedSlice4DReverseFloat32, StridedSlice4DReverseFloat32Test) |
| 1062 | ARMNN_AUTO_TEST_CASE(StridedSliceSimpleStrideFloat32, StridedSliceSimpleStrideFloat32Test) |
| 1063 | ARMNN_AUTO_TEST_CASE(StridedSliceSimpleRangeMaskFloat32, StridedSliceSimpleRangeMaskFloat32Test) |
| 1064 | ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskFloat32, StridedSliceShrinkAxisMaskFloat32Test) |
| 1065 | ARMNN_AUTO_TEST_CASE(StridedSlice3DFloat32, StridedSlice3DFloat32Test) |
| 1066 | ARMNN_AUTO_TEST_CASE(StridedSlice3DReverseFloat32, StridedSlice3DReverseFloat32Test) |
| 1067 | ARMNN_AUTO_TEST_CASE(StridedSlice2DFloat32, StridedSlice2DFloat32Test) |
| 1068 | ARMNN_AUTO_TEST_CASE(StridedSlice2DReverseFloat32, StridedSlice2DReverseFloat32Test) |
| 1069 | |
| 1070 | ARMNN_AUTO_TEST_CASE(StridedSlice4DUint8, StridedSlice4DUint8Test) |
| 1071 | ARMNN_AUTO_TEST_CASE(StridedSlice4DReverseUint8, StridedSlice4DReverseUint8Test) |
| 1072 | ARMNN_AUTO_TEST_CASE(StridedSliceSimpleStrideUint8, StridedSliceSimpleStrideUint8Test) |
| 1073 | ARMNN_AUTO_TEST_CASE(StridedSliceSimpleRangeMaskUint8, StridedSliceSimpleRangeMaskUint8Test) |
| 1074 | ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskUint8, StridedSliceShrinkAxisMaskUint8Test) |
| 1075 | ARMNN_AUTO_TEST_CASE(StridedSlice3DUint8, StridedSlice3DUint8Test) |
| 1076 | ARMNN_AUTO_TEST_CASE(StridedSlice3DReverseUint8, StridedSlice3DReverseUint8Test) |
| 1077 | ARMNN_AUTO_TEST_CASE(StridedSlice2DUint8, StridedSlice2DUint8Test) |
| 1078 | ARMNN_AUTO_TEST_CASE(StridedSlice2DReverseUint8, StridedSlice2DReverseUint8Test) |
| 1079 | |
Matteo Martincigh | 42666a1 | 2019-05-29 08:53:41 +0100 | [diff] [blame] | 1080 | ARMNN_AUTO_TEST_CASE(StridedSlice4DInt16, StridedSlice4DInt16Test) |
| 1081 | ARMNN_AUTO_TEST_CASE(StridedSlice4DReverseInt16, StridedSlice4DReverseInt16Test) |
| 1082 | ARMNN_AUTO_TEST_CASE(StridedSliceSimpleStrideInt16, StridedSliceSimpleStrideInt16Test) |
| 1083 | ARMNN_AUTO_TEST_CASE(StridedSliceSimpleRangeMaskInt16, StridedSliceSimpleRangeMaskInt16Test) |
| 1084 | ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskInt16, StridedSliceShrinkAxisMaskInt16Test) |
| 1085 | ARMNN_AUTO_TEST_CASE(StridedSlice3DInt16, StridedSlice3DInt16Test) |
| 1086 | ARMNN_AUTO_TEST_CASE(StridedSlice3DReverseInt16, StridedSlice3DReverseInt16Test) |
| 1087 | ARMNN_AUTO_TEST_CASE(StridedSlice2DInt16, StridedSlice2DInt16Test) |
| 1088 | ARMNN_AUTO_TEST_CASE(StridedSlice2DReverseInt16, StridedSlice2DReverseInt16Test) |
| 1089 | |
Nattapat Chaimanowong | cfdcadf | 2018-12-06 11:54:33 +0000 | [diff] [blame] | 1090 | // Debug |
| 1091 | ARMNN_AUTO_TEST_CASE(Debug4DFloat32, Debug4DFloat32Test) |
| 1092 | ARMNN_AUTO_TEST_CASE(Debug3DFloat32, Debug3DFloat32Test) |
| 1093 | ARMNN_AUTO_TEST_CASE(Debug2DFloat32, Debug2DFloat32Test) |
| 1094 | ARMNN_AUTO_TEST_CASE(Debug1DFloat32, Debug1DFloat32Test) |
| 1095 | |
| 1096 | ARMNN_AUTO_TEST_CASE(Debug4DUint8, Debug4DUint8Test) |
| 1097 | ARMNN_AUTO_TEST_CASE(Debug3DUint8, Debug3DUint8Test) |
| 1098 | ARMNN_AUTO_TEST_CASE(Debug2DUint8, Debug2DUint8Test) |
| 1099 | ARMNN_AUTO_TEST_CASE(Debug1DUint8, Debug1DUint8Test) |
| 1100 | |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 1101 | ARMNN_AUTO_TEST_CASE(Debug4DQSymm16, Debug4DTest<DataType::QuantisedSymm16>) |
| 1102 | ARMNN_AUTO_TEST_CASE(Debug3DQSymm16, Debug3DTest<DataType::QuantisedSymm16>) |
| 1103 | ARMNN_AUTO_TEST_CASE(Debug2DQSymm16, Debug2DTest<DataType::QuantisedSymm16>) |
| 1104 | ARMNN_AUTO_TEST_CASE(Debug1DQSymm16, Debug1DTest<DataType::QuantisedSymm16>) |
Narumol Prangnawarat | 47cfee9 | 2019-07-04 10:29:00 +0100 | [diff] [blame] | 1105 | |
narpra01 | 4951d84 | 2019-01-18 16:53:53 +0000 | [diff] [blame] | 1106 | // Gather |
| 1107 | ARMNN_AUTO_TEST_CASE(Gather1DParamsFloat, Gather1DParamsFloatTest) |
| 1108 | ARMNN_AUTO_TEST_CASE(Gather1DParamsUint8, Gather1DParamsUint8Test) |
Ellen Norris-Thompson | e0dbedf | 2019-06-24 09:23:38 +0100 | [diff] [blame] | 1109 | ARMNN_AUTO_TEST_CASE(Gather1DParamsInt16, Gather1DParamsInt16Test) |
narpra01 | 4951d84 | 2019-01-18 16:53:53 +0000 | [diff] [blame] | 1110 | ARMNN_AUTO_TEST_CASE(GatherMultiDimParamsFloat, GatherMultiDimParamsFloatTest) |
| 1111 | ARMNN_AUTO_TEST_CASE(GatherMultiDimParamsUint8, GatherMultiDimParamsUint8Test) |
Ellen Norris-Thompson | e0dbedf | 2019-06-24 09:23:38 +0100 | [diff] [blame] | 1112 | ARMNN_AUTO_TEST_CASE(GatherMultiDimParamsInt16, GatherMultiDimParamsInt16Test) |
narpra01 | 4951d84 | 2019-01-18 16:53:53 +0000 | [diff] [blame] | 1113 | ARMNN_AUTO_TEST_CASE(GatherMultiDimParamsMultiDimIndicesFloat, GatherMultiDimParamsMultiDimIndicesFloatTest) |
| 1114 | ARMNN_AUTO_TEST_CASE(GatherMultiDimParamsMultiDimIndicesUint8, GatherMultiDimParamsMultiDimIndicesUint8Test) |
Ellen Norris-Thompson | e0dbedf | 2019-06-24 09:23:38 +0100 | [diff] [blame] | 1115 | ARMNN_AUTO_TEST_CASE(GatherMultiDimParamsMultiDimIndicesInt16, GatherMultiDimParamsMultiDimIndicesInt16Test) |
narpra01 | 4951d84 | 2019-01-18 16:53:53 +0000 | [diff] [blame] | 1116 | |
Narumol Prangnawarat | e0a4ad8 | 2019-02-04 19:05:27 +0000 | [diff] [blame] | 1117 | // Detection PostProcess |
| 1118 | BOOST_AUTO_TEST_CASE(DetectionPostProcessRegularNmsFloat) |
| 1119 | { |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 1120 | DetectionPostProcessRegularNmsFloatTest<RefWorkloadFactory>(); |
Narumol Prangnawarat | e0a4ad8 | 2019-02-04 19:05:27 +0000 | [diff] [blame] | 1121 | } |
| 1122 | BOOST_AUTO_TEST_CASE(DetectionPostProcessFastNmsFloat) |
| 1123 | { |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 1124 | DetectionPostProcessFastNmsFloatTest<RefWorkloadFactory>(); |
Narumol Prangnawarat | e0a4ad8 | 2019-02-04 19:05:27 +0000 | [diff] [blame] | 1125 | } |
| 1126 | BOOST_AUTO_TEST_CASE(DetectionPostProcessRegularNmsUint8) |
| 1127 | { |
Aron Virginas-Tar | 6331f91 | 2019-06-03 17:10:02 +0100 | [diff] [blame] | 1128 | DetectionPostProcessRegularNmsQuantizedTest< |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 1129 | RefWorkloadFactory, DataType::QuantisedAsymm8>(); |
Narumol Prangnawarat | e0a4ad8 | 2019-02-04 19:05:27 +0000 | [diff] [blame] | 1130 | } |
| 1131 | BOOST_AUTO_TEST_CASE(DetectionPostProcessFastNmsUint8) |
| 1132 | { |
Aron Virginas-Tar | 6331f91 | 2019-06-03 17:10:02 +0100 | [diff] [blame] | 1133 | DetectionPostProcessRegularNmsQuantizedTest< |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 1134 | RefWorkloadFactory, DataType::QuantisedAsymm8>(); |
Aron Virginas-Tar | 6331f91 | 2019-06-03 17:10:02 +0100 | [diff] [blame] | 1135 | } |
| 1136 | BOOST_AUTO_TEST_CASE(DetectionPostProcessRegularNmsInt16) |
| 1137 | { |
| 1138 | DetectionPostProcessRegularNmsQuantizedTest< |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 1139 | RefWorkloadFactory, DataType::QuantisedSymm16>(); |
Aron Virginas-Tar | 6331f91 | 2019-06-03 17:10:02 +0100 | [diff] [blame] | 1140 | } |
| 1141 | BOOST_AUTO_TEST_CASE(DetectionPostProcessFastNmsInt16) |
| 1142 | { |
| 1143 | DetectionPostProcessFastNmsQuantizedTest< |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 1144 | RefWorkloadFactory, DataType::QuantisedSymm16>(); |
Narumol Prangnawarat | e0a4ad8 | 2019-02-04 19:05:27 +0000 | [diff] [blame] | 1145 | } |
| 1146 | |
Nattapat Chaimanowong | 8a54ac0 | 2019-03-29 15:25:04 +0000 | [diff] [blame] | 1147 | // Dequantize |
Nattapat Chaimanowong | afa4e3a | 2019-04-02 11:41:45 +0100 | [diff] [blame] | 1148 | ARMNN_AUTO_TEST_CASE(DequantizeSimpleUint8, DequantizeSimpleUint8Test) |
| 1149 | ARMNN_AUTO_TEST_CASE(DequantizeOffsetUint8, DequantizeOffsetUint8Test) |
| 1150 | ARMNN_AUTO_TEST_CASE(DequantizeSimpleInt16, DequantizeSimpleInt16Test) |
Narumol Prangnawarat | e0a4ad8 | 2019-02-04 19:05:27 +0000 | [diff] [blame] | 1151 | |
Nattapat Chaimanowong | a0beb3b | 2019-04-01 17:04:53 +0100 | [diff] [blame] | 1152 | // Quantize |
| 1153 | ARMNN_AUTO_TEST_CASE(QuantizeSimpleUint8, QuantizeSimpleUint8Test) |
| 1154 | ARMNN_AUTO_TEST_CASE(QuantizeClampUint8, QuantizeClampUint8Test) |
| 1155 | ARMNN_AUTO_TEST_CASE(QuantizeClampInt16, QuantizeClampInt16Test) |
| 1156 | |
Matteo Martincigh | ab9e525 | 2019-06-13 17:27:46 +0100 | [diff] [blame] | 1157 | // PReLU |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 1158 | ARMNN_AUTO_TEST_CASE(PreluFloat32, PreluTest<DataType::Float32>) |
| 1159 | ARMNN_AUTO_TEST_CASE(PreluUint8, PreluTest<DataType::QuantisedAsymm8>) |
| 1160 | ARMNN_AUTO_TEST_CASE(PreluInt16, PreluTest<DataType::QuantisedSymm16>) |
Matteo Martincigh | ab9e525 | 2019-06-13 17:27:46 +0100 | [diff] [blame] | 1161 | |
Aron Virginas-Tar | 735a450 | 2019-06-26 15:02:47 +0100 | [diff] [blame] | 1162 | // TransposeConvolution2d |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 1163 | ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dFloatNchw, |
| 1164 | SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>, |
| 1165 | true, |
| 1166 | DataLayout::NCHW) |
| 1167 | ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dFloatNhwc, |
| 1168 | SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>, |
| 1169 | true, |
| 1170 | DataLayout::NHWC) |
| 1171 | ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dUint8Nchw, |
| 1172 | SimpleTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>, |
| 1173 | true, |
| 1174 | DataLayout::NCHW) |
| 1175 | ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dUint8Nhwc, |
| 1176 | SimpleTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>, |
| 1177 | true, |
| 1178 | DataLayout::NHWC) |
| 1179 | ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dInt16Nchw, |
| 1180 | SimpleTransposeConvolution2dTest<DataType::QuantisedSymm16, DataType::Signed32>, |
| 1181 | true, |
| 1182 | DataLayout::NCHW) |
| 1183 | ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dInt16Nhwc, |
| 1184 | SimpleTransposeConvolution2dTest<DataType::QuantisedSymm16, DataType::Signed32>, |
| 1185 | true, |
| 1186 | DataLayout::NCHW) |
Aron Virginas-Tar | 735a450 | 2019-06-26 15:02:47 +0100 | [diff] [blame] | 1187 | |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 1188 | ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dFloatNchw, |
| 1189 | SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>, |
| 1190 | false, |
| 1191 | DataLayout::NCHW) |
| 1192 | ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dFloatNhwc, |
| 1193 | SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>, |
| 1194 | true, |
| 1195 | DataLayout::NHWC) |
| 1196 | ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dUint8Nchw, |
| 1197 | SimpleTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>, |
| 1198 | true, |
| 1199 | DataLayout::NCHW) |
| 1200 | ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dUint8Nhwc, |
| 1201 | SimpleTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>, |
| 1202 | true, |
| 1203 | DataLayout::NHWC) |
| 1204 | ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dInt16Nchw, |
| 1205 | SimpleTransposeConvolution2dTest<DataType::QuantisedSymm16, DataType::Signed32>, |
| 1206 | true, |
| 1207 | DataLayout::NCHW) |
| 1208 | ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dInt16Nhwc, |
| 1209 | SimpleTransposeConvolution2dTest<DataType::QuantisedSymm16, DataType::Signed32>, |
| 1210 | true, |
| 1211 | DataLayout::NCHW) |
Aron Virginas-Tar | 735a450 | 2019-06-26 15:02:47 +0100 | [diff] [blame] | 1212 | |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 1213 | ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dFloatNchw, |
| 1214 | PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>, |
| 1215 | true, |
| 1216 | DataLayout::NCHW) |
| 1217 | ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dFloatNhwc, |
| 1218 | PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>, |
| 1219 | true, |
| 1220 | DataLayout::NHWC) |
| 1221 | ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dUint8Nchw, |
| 1222 | PaddedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>, |
| 1223 | true, |
| 1224 | DataLayout::NCHW) |
| 1225 | ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dUint8Nhwc, |
| 1226 | PaddedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>, |
| 1227 | true, |
| 1228 | DataLayout::NHWC) |
| 1229 | ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dInt16Nchw, |
| 1230 | PaddedTransposeConvolution2dTest<DataType::QuantisedSymm16, DataType::Signed32>, |
| 1231 | true, |
| 1232 | DataLayout::NCHW) |
| 1233 | ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dInt16Nhwc, |
| 1234 | PaddedTransposeConvolution2dTest<DataType::QuantisedSymm16, DataType::Signed32>, |
| 1235 | true, |
| 1236 | DataLayout::NCHW) |
Aron Virginas-Tar | 735a450 | 2019-06-26 15:02:47 +0100 | [diff] [blame] | 1237 | |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 1238 | ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dFloatNchw, |
| 1239 | PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>, |
| 1240 | false, |
| 1241 | DataLayout::NCHW) |
| 1242 | ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dFloatNhwc, |
| 1243 | PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>, |
| 1244 | true, |
| 1245 | DataLayout::NHWC) |
| 1246 | ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dUint8Nchw, |
| 1247 | PaddedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>, |
| 1248 | true, |
| 1249 | DataLayout::NCHW) |
| 1250 | ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dUint8Nhwc, |
| 1251 | PaddedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>, |
| 1252 | true, |
| 1253 | DataLayout::NHWC) |
| 1254 | ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dInt16Nchw, |
| 1255 | PaddedTransposeConvolution2dTest<DataType::QuantisedSymm16, DataType::Signed32>, |
| 1256 | true, |
| 1257 | DataLayout::NCHW) |
| 1258 | ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dInt16Nhwc, |
| 1259 | PaddedTransposeConvolution2dTest<DataType::QuantisedSymm16, DataType::Signed32>, |
| 1260 | true, |
| 1261 | DataLayout::NCHW) |
Aron Virginas-Tar | 735a450 | 2019-06-26 15:02:47 +0100 | [diff] [blame] | 1262 | |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 1263 | ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dFloatNchw, |
| 1264 | StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>, |
| 1265 | true, |
| 1266 | DataLayout::NCHW) |
| 1267 | ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dFloatNhwc, |
| 1268 | StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>, |
| 1269 | true, |
| 1270 | DataLayout::NHWC) |
| 1271 | ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dUint8Nchw, |
| 1272 | StridedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>, |
| 1273 | true, |
| 1274 | DataLayout::NCHW) |
| 1275 | ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dUint8Nhwc, |
| 1276 | StridedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>, |
| 1277 | true, |
| 1278 | DataLayout::NHWC) |
| 1279 | ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dInt16Nchw, |
| 1280 | StridedTransposeConvolution2dTest<DataType::QuantisedSymm16, DataType::Signed32>, |
| 1281 | true, |
| 1282 | DataLayout::NCHW) |
| 1283 | ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dInt16Nhwc, |
| 1284 | StridedTransposeConvolution2dTest<DataType::QuantisedSymm16, DataType::Signed32>, |
| 1285 | true, |
| 1286 | DataLayout::NCHW) |
Aron Virginas-Tar | 735a450 | 2019-06-26 15:02:47 +0100 | [diff] [blame] | 1287 | |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 1288 | ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dFloatNchw, |
| 1289 | StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>, |
| 1290 | false, |
| 1291 | DataLayout::NCHW) |
| 1292 | ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dFloatNhwc, |
| 1293 | StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>, |
| 1294 | true, |
| 1295 | DataLayout::NHWC) |
| 1296 | ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dUint8Nchw, |
| 1297 | StridedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>, |
| 1298 | true, |
| 1299 | DataLayout::NCHW) |
| 1300 | ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dUint8Nhwc, |
| 1301 | StridedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>, |
| 1302 | true, |
| 1303 | DataLayout::NHWC) |
| 1304 | ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dInt16Nchw, |
| 1305 | StridedTransposeConvolution2dTest<DataType::QuantisedSymm16, DataType::Signed32>, |
| 1306 | true, |
| 1307 | DataLayout::NCHW) |
| 1308 | ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dInt16Nhwc, |
| 1309 | StridedTransposeConvolution2dTest<DataType::QuantisedSymm16, DataType::Signed32>, |
| 1310 | true, |
| 1311 | DataLayout::NCHW) |
| 1312 | |
| 1313 | ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dFloatNchw, |
| 1314 | MultiChannelTransposeConvolution2dTest<DataType::Float32, DataType::Float32>, |
| 1315 | DataLayout::NCHW) |
| 1316 | ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dFloatNhwc, |
| 1317 | MultiChannelTransposeConvolution2dTest<DataType::Float32, DataType::Float32>, |
| 1318 | DataLayout::NHWC) |
| 1319 | ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dUint8Nchw, |
| 1320 | MultiChannelTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>, |
| 1321 | DataLayout::NCHW) |
| 1322 | ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dUint8Nhwc, |
| 1323 | MultiChannelTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>, |
| 1324 | DataLayout::NHWC) |
| 1325 | ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dInt16Nchw, |
| 1326 | MultiChannelTransposeConvolution2dTest<DataType::QuantisedSymm16, DataType::Signed32>, |
| 1327 | DataLayout::NCHW) |
| 1328 | ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dInt16Nhwc, |
| 1329 | MultiChannelTransposeConvolution2dTest<DataType::QuantisedSymm16, DataType::Signed32>, |
| 1330 | DataLayout::NCHW) |
Aron Virginas-Tar | 735a450 | 2019-06-26 15:02:47 +0100 | [diff] [blame] | 1331 | |
Matthew Jackson | 81e601c | 2019-07-11 12:07:09 +0100 | [diff] [blame] | 1332 | // Stack |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 1333 | ARMNN_AUTO_TEST_CASE(Stack0Axis, Stack0AxisTest<DataType::Float32>) |
| 1334 | ARMNN_AUTO_TEST_CASE(Stack4dOutput1Axis, Stack4dOutput1AxisTest<DataType::Float32>) |
| 1335 | ARMNN_AUTO_TEST_CASE(Stack4dOutput2Axis, Stack4dOutput2AxisTest<DataType::Float32>) |
| 1336 | ARMNN_AUTO_TEST_CASE(Stack4dOutput3Axis, Stack4dOutput3AxisTest<DataType::Float32>) |
| 1337 | ARMNN_AUTO_TEST_CASE(Stack3dOutput1Axis3Input, Stack3dOutput1Axis3InputTest<DataType::Float32>) |
Matthew Jackson | dba634f | 2019-08-15 15:14:18 +0100 | [diff] [blame] | 1338 | ARMNN_AUTO_TEST_CASE(Stack5dOutput, Stack5dOutputTest<DataType::Float32>) |
Matthew Jackson | 81e601c | 2019-07-11 12:07:09 +0100 | [diff] [blame] | 1339 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1340 | BOOST_AUTO_TEST_SUITE_END() |