blob: da036a675863b859e50d2225faba71026f9bc602 [file] [log] [blame]
telsoa014fcda012018-03-09 14:13:49 +00001//
2// Copyright © 2017 Arm Ltd. All rights reserved.
David Beckecb56cd2018-09-05 12:52:57 +01003// SPDX-License-Identifier: MIT
telsoa014fcda012018-03-09 14:13:49 +00004//
telsoa014fcda012018-03-09 14:13:49 +00005
Aron Virginas-Tar56055192018-11-12 18:10:43 +00006#include "RefWorkloadFactoryHelper.hpp"
7
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01008#include <backendsCommon/test/LayerTests.hpp>
telsoa014fcda012018-03-09 14:13:49 +00009
Aron Virginas-Tarc9cc8042018-11-01 16:15:57 +000010#include <reference/RefWorkloadFactory.hpp>
Aron Virginas-Tar93820382019-06-27 16:59:36 +010011
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +010012#include <test/TensorHelpers.hpp>
13#include <test/UnitTests.hpp>
telsoa014fcda012018-03-09 14:13:49 +000014
arovir0143095f32018-10-09 18:04:24 +010015#include <boost/test/unit_test.hpp>
telsoa014fcda012018-03-09 14:13:49 +000016
17BOOST_AUTO_TEST_SUITE(Compute_Reference)
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +010018
19using namespace armnn;
20
21using FactoryType = RefWorkloadFactory;
telsoa014fcda012018-03-09 14:13:49 +000022
23// ============================================================================
24// UNIT tests
25
26// Convolution
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +010027ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x5, SimpleConvolution2d3x5Test, true, DataLayout::NCHW)
28ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x5Uint8, SimpleConvolution2d3x5Uint8Test, true, DataLayout::NCHW)
29ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x5Nhwc, SimpleConvolution2d3x5Test, true, DataLayout::NHWC)
30ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x5Uint8Nhwc, SimpleConvolution2d3x5Uint8Test, true, DataLayout::NHWC)
31ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x5QSymm16, SimpleConvolution2d3x5QSymm16Test, true, DataLayout::NCHW)
32ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x5QSymm16Nhwc, SimpleConvolution2d3x5QSymm16Test, true, DataLayout::NHWC)
telsoa014fcda012018-03-09 14:13:49 +000033
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +010034ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2d, SimpleConvolution2d3x5Test, false, DataLayout::NCHW)
35ARMNN_AUTO_TEST_CASE(UnbiasedConvolutionUint8, SimpleConvolution2d3x5Uint8Test, false, DataLayout::NCHW)
36ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2dNhwc, SimpleConvolution2d3x5Test, false, DataLayout::NHWC)
37ARMNN_AUTO_TEST_CASE(UnbiasedConvolutionUint8Nhwc, SimpleConvolution2d3x5Uint8Test, false, DataLayout::NHWC)
telsoa014fcda012018-03-09 14:13:49 +000038
39ARMNN_AUTO_TEST_CASE(SimpleConvolution1d, Convolution1dTest, true)
40ARMNN_AUTO_TEST_CASE(SimpleConvolution1dUint8, Convolution1dUint8Test, true)
41
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +010042ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x3, SimpleConvolution2d3x3Test, true, DataLayout::NCHW)
43ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x3Uint8, SimpleConvolution2d3x3Uint8Test, true, DataLayout::NCHW)
44ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x3QSymm16, SimpleConvolution2d3x3QSymm16Test, true, DataLayout::NCHW)
telsoa014fcda012018-03-09 14:13:49 +000045
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +010046ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x3Nhwc, SimpleConvolution2d3x3Test, true, DataLayout::NHWC)
47ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x3Uint8Nhwc, SimpleConvolution2d3x3Uint8Test, true, DataLayout::NHWC)
Mike Kelly2f80f6e2019-05-16 12:41:34 +010048ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x3QSymm16Nhwc, SimpleConvolution2d3x3QSymm16Test, true,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +010049 DataLayout::NCHW)
narpra015f703182018-10-26 16:24:58 +010050
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +010051ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2dSquare, SimpleConvolution2d3x3Test, false, DataLayout::NCHW)
52ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2dSquareNhwc, SimpleConvolution2d3x3Test, false, DataLayout::NHWC)
telsoa014fcda012018-03-09 14:13:49 +000053
Mike Kelly7332ed82018-12-20 17:03:06 +000054ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2dSquareStride2x2Nhwc,
55 SimpleConvolution2d3x3Stride2x2Test,
56 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +010057 DataLayout::NHWC)
Mike Kelly7332ed82018-12-20 17:03:06 +000058
telsoa014fcda012018-03-09 14:13:49 +000059ARMNN_AUTO_TEST_CASE(SimpleConvolution2dAsymmetricPaddingLargerThanHalfKernelSize,
narpra015f703182018-10-26 16:24:58 +010060 Convolution2dAsymmetricPaddingLargerThanHalfKernelSizeTest,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +010061 DataLayout::NCHW)
62ARMNN_AUTO_TEST_CASE(SimpleConvolution2dAsymmetricPadding, Convolution2dAsymmetricPaddingTest, DataLayout::NCHW)
narpra015f703182018-10-26 16:24:58 +010063
64ARMNN_AUTO_TEST_CASE(SimpleConvolution2dAsymmetricPaddingLargerThanHalfKernelSizeNhwc,
65 Convolution2dAsymmetricPaddingLargerThanHalfKernelSizeTest,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +010066 DataLayout::NHWC)
narpra015f703182018-10-26 16:24:58 +010067ARMNN_AUTO_TEST_CASE(SimpleConvolution2dAsymmetricPaddingNhwc,
68 Convolution2dAsymmetricPaddingTest,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +010069 DataLayout::NHWC)
telsoa014fcda012018-03-09 14:13:49 +000070
Nikhil Raje4dfd6e2018-10-18 10:11:04 +010071ARMNN_AUTO_TEST_CASE(SimpleConvolution2dSquareNhwc, SimpleConvolution2d3x3NhwcTest, false)
72
Teresa Charlinedeeb162019-06-14 11:09:19 +010073ARMNN_AUTO_TEST_CASE(Convolution2d3x3Dilation3x3,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +010074 Convolution2d3x3Dilation3x3Test<DataType::Float32, DataType::Float32>,
Teresa Charlinedeeb162019-06-14 11:09:19 +010075 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +010076 DataLayout::NCHW)
Teresa Charlinedeeb162019-06-14 11:09:19 +010077ARMNN_AUTO_TEST_CASE(Convolution2d3x3Dilation3x3Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +010078 Convolution2d3x3Dilation3x3Test<DataType::Float32, DataType::Float32>,
Teresa Charlinedeeb162019-06-14 11:09:19 +010079 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +010080 DataLayout::NHWC)
Teresa Charlinedeeb162019-06-14 11:09:19 +010081ARMNN_AUTO_TEST_CASE(Convolution2d3x3Dilation3x3Uint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +010082 Convolution2d3x3Dilation3x3Test<DataType::QuantisedAsymm8, DataType::Signed32>,
Teresa Charlinedeeb162019-06-14 11:09:19 +010083 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +010084 DataLayout::NCHW)
Teresa Charlinedeeb162019-06-14 11:09:19 +010085ARMNN_AUTO_TEST_CASE(Convolution2d3x3Dilation3x3NhwcUint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +010086 Convolution2d3x3Dilation3x3Test<DataType::QuantisedAsymm8, DataType::Signed32>,
Teresa Charlinedeeb162019-06-14 11:09:19 +010087 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +010088 DataLayout::NHWC)
Teresa Charlinedeeb162019-06-14 11:09:19 +010089ARMNN_AUTO_TEST_CASE(Convolution2d3x3Dilation3x3Int16,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +010090 Convolution2d3x3Dilation3x3Test<DataType::QuantisedSymm16, DataType::Signed32>,
Teresa Charlinedeeb162019-06-14 11:09:19 +010091 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +010092 DataLayout::NCHW)
Teresa Charlinedeeb162019-06-14 11:09:19 +010093ARMNN_AUTO_TEST_CASE(Convolution2d3x3Dilation3x3NhwcInt16,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +010094 Convolution2d3x3Dilation3x3Test<DataType::QuantisedSymm16, DataType::Signed32>,
Teresa Charlinedeeb162019-06-14 11:09:19 +010095 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +010096 DataLayout::NHWC)
Teresa Charlinedeeb162019-06-14 11:09:19 +010097
98ARMNN_AUTO_TEST_CASE(Convolution2d2x3x3Dilation3x3,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +010099 Convolution2d2x3x3Dilation3x3Test<DataType::Float32, DataType::Float32>,
Teresa Charlinedeeb162019-06-14 11:09:19 +0100100 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100101 DataLayout::NCHW)
Teresa Charlinedeeb162019-06-14 11:09:19 +0100102ARMNN_AUTO_TEST_CASE(Convolution2d2x3x3Dilation3x3Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100103 Convolution2d2x3x3Dilation3x3Test<DataType::Float32, DataType::Float32>,
Teresa Charlinedeeb162019-06-14 11:09:19 +0100104 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100105 DataLayout::NHWC)
Teresa Charlinedeeb162019-06-14 11:09:19 +0100106ARMNN_AUTO_TEST_CASE(Convolution2d2x3x3Dilation3x3Uint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100107 Convolution2d2x3x3Dilation3x3Test<DataType::QuantisedAsymm8, DataType::Signed32>,
Teresa Charlinedeeb162019-06-14 11:09:19 +0100108 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100109 DataLayout::NCHW)
Teresa Charlinedeeb162019-06-14 11:09:19 +0100110ARMNN_AUTO_TEST_CASE(Convolution2d2x3x3Dilation3x3NhwcUint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100111 Convolution2d2x3x3Dilation3x3Test<DataType::QuantisedAsymm8, DataType::Signed32>,
Teresa Charlinedeeb162019-06-14 11:09:19 +0100112 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100113 DataLayout::NHWC)
Teresa Charlinedeeb162019-06-14 11:09:19 +0100114ARMNN_AUTO_TEST_CASE(Convolution2d2x3x3Dilation3x3Int16,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100115 Convolution2d2x3x3Dilation3x3Test<DataType::QuantisedSymm16, DataType::Signed32>,
Teresa Charlinedeeb162019-06-14 11:09:19 +0100116 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100117 DataLayout::NCHW)
Teresa Charlinedeeb162019-06-14 11:09:19 +0100118ARMNN_AUTO_TEST_CASE(Convolution2d2x3x3Dilation3x3NhwcInt16,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100119 Convolution2d2x3x3Dilation3x3Test<DataType::QuantisedSymm16, DataType::Signed32>,
Teresa Charlinedeeb162019-06-14 11:09:19 +0100120 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100121 DataLayout::NHWC)
Teresa Charlinedeeb162019-06-14 11:09:19 +0100122
Jan Eilers0bf6b232019-07-12 10:46:33 +0100123ARMNN_AUTO_TEST_CASE(Convolution2d2x2Dilation2x2Padding2x2Stride3x3,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100124 Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test<DataType::Float32, DataType::Float32>,
Teresa Charlin2b7519d2019-07-09 15:45:35 +0100125 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100126 DataLayout::NCHW)
Jan Eilers0bf6b232019-07-12 10:46:33 +0100127ARMNN_AUTO_TEST_CASE(Convolution2d2x2Dilation2x2Padding2x2Stride3x3Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100128 Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test<DataType::Float32, DataType::Float32>,
Teresa Charlin2b7519d2019-07-09 15:45:35 +0100129 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100130 DataLayout::NHWC)
Jan Eilers0bf6b232019-07-12 10:46:33 +0100131ARMNN_AUTO_TEST_CASE(Convolution2d2x2Dilation2x2Padding2x2Stride3x3Uint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100132 Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test<DataType::QuantisedAsymm8, DataType::Signed32>,
Teresa Charlin2b7519d2019-07-09 15:45:35 +0100133 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100134 DataLayout::NCHW)
Jan Eilers0bf6b232019-07-12 10:46:33 +0100135ARMNN_AUTO_TEST_CASE(Convolution2d2x2Dilation2x2Padding2x2Stride3x3NhwcUint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100136 Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test<DataType::QuantisedAsymm8, DataType::Signed32>,
Teresa Charlin2b7519d2019-07-09 15:45:35 +0100137 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100138 DataLayout::NHWC)
Jan Eilers0bf6b232019-07-12 10:46:33 +0100139ARMNN_AUTO_TEST_CASE(Convolution2d2x2Dilation2x2Padding2x2Stride3x3Int16,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100140 Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test<DataType::QuantisedSymm16, DataType::Signed32>,
Teresa Charlin2b7519d2019-07-09 15:45:35 +0100141 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100142 DataLayout::NCHW)
Jan Eilers0bf6b232019-07-12 10:46:33 +0100143ARMNN_AUTO_TEST_CASE(Convolution2d2x2Dilation2x2Padding2x2Stride3x3NhwcInt16,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100144 Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test<DataType::QuantisedSymm16, DataType::Signed32>,
Teresa Charlin2b7519d2019-07-09 15:45:35 +0100145 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100146 DataLayout::NHWC)
Teresa Charlin2b7519d2019-07-09 15:45:35 +0100147
148
telsoa014fcda012018-03-09 14:13:49 +0000149// Depthwise Convolution
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100150ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d, DepthwiseConvolution2dTest, true, DataLayout::NCHW)
151ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dUint8, DepthwiseConvolution2dUint8Test, true, DataLayout::NCHW)
telsoa014fcda012018-03-09 14:13:49 +0000152
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100153ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2d, DepthwiseConvolution2dTest, false, DataLayout::NCHW)
jimfly01d84216a2018-10-26 12:56:21 +0100154ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dUint8,
155 DepthwiseConvolution2dUint8Test,
156 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100157 DataLayout::NCHW)
158ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dQSymm16, DepthwiseConvolution2dInt16Test, true, DataLayout::NCHW)
jimfly01d84216a2018-10-26 12:56:21 +0100159
160// NHWC Depthwise Convolution
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100161ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dNhwc, DepthwiseConvolution2dTest, true, DataLayout::NHWC)
162ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dUint8Nhwc, DepthwiseConvolution2dUint8Test, true, DataLayout::NHWC)
jimfly01d84216a2018-10-26 12:56:21 +0100163
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100164ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dNhwc, DepthwiseConvolution2dTest, false, DataLayout::NHWC)
jimfly01d84216a2018-10-26 12:56:21 +0100165ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dUint8Nhwc,
166 DepthwiseConvolution2dUint8Test,
167 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100168 DataLayout::NHWC)
Teresa Charlin20b1f882019-06-19 09:34:37 +0100169ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthNhwc, DepthwiseConvolution2dDepthNhwcTest, false)
Matthew Bentham49cb7d02019-05-10 16:55:23 +0100170ARMNN_AUTO_TEST_CASE(SimpleDepthwiseConvolution2d3x3Dilation3x3Nhwc,
171 SimpleDepthwiseConvolution2d3x3Dilation3x3NhwcTest)
telsoa014fcda012018-03-09 14:13:49 +0000172
Teresa Charlin20b1f882019-06-19 09:34:37 +0100173ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d3x3Dilation3x3,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100174 DepthwiseConvolution2d3x3Dilation3x3Test<DataType::Float32, DataType::Float32>,
Teresa Charlin20b1f882019-06-19 09:34:37 +0100175 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100176 DataLayout::NCHW)
Teresa Charlin20b1f882019-06-19 09:34:37 +0100177ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d3x3Dilation3x3Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100178 DepthwiseConvolution2d3x3Dilation3x3Test<DataType::Float32, DataType::Float32>,
Teresa Charlin20b1f882019-06-19 09:34:37 +0100179 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100180 DataLayout::NHWC)
Teresa Charlin20b1f882019-06-19 09:34:37 +0100181ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d3x3Dilation3x3Uint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100182 DepthwiseConvolution2d3x3Dilation3x3Test<DataType::QuantisedAsymm8, DataType::Signed32>,
Teresa Charlin20b1f882019-06-19 09:34:37 +0100183 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100184 DataLayout::NCHW)
Teresa Charlin20b1f882019-06-19 09:34:37 +0100185ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d3x3Dilation3x3NhwcUint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100186 DepthwiseConvolution2d3x3Dilation3x3Test<DataType::QuantisedAsymm8, DataType::Signed32>,
Teresa Charlin20b1f882019-06-19 09:34:37 +0100187 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100188 DataLayout::NHWC)
Teresa Charlin20b1f882019-06-19 09:34:37 +0100189ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d3x3Dilation3x3Int16,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100190 DepthwiseConvolution2d3x3Dilation3x3Test<DataType::QuantisedSymm16, DataType::Signed32>,
Teresa Charlin20b1f882019-06-19 09:34:37 +0100191 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100192 DataLayout::NCHW)
Teresa Charlin20b1f882019-06-19 09:34:37 +0100193ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d3x3Dilation3x3NhwcInt16,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100194 DepthwiseConvolution2d3x3Dilation3x3Test<DataType::QuantisedSymm16, DataType::Signed32>,
Teresa Charlin20b1f882019-06-19 09:34:37 +0100195 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100196 DataLayout::NHWC)
Teresa Charlin20b1f882019-06-19 09:34:37 +0100197
198ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d2x3x3Dilation3x3,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100199 DepthwiseConvolution2d2x3x3Dilation3x3Test<DataType::Float32, DataType::Float32>,
Teresa Charlin20b1f882019-06-19 09:34:37 +0100200 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100201 DataLayout::NCHW)
Teresa Charlin20b1f882019-06-19 09:34:37 +0100202ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d2x3x3Dilation3x3Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100203 DepthwiseConvolution2d2x3x3Dilation3x3Test<DataType::Float32, DataType::Float32>,
Teresa Charlin20b1f882019-06-19 09:34:37 +0100204 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100205 DataLayout::NHWC)
Teresa Charlin20b1f882019-06-19 09:34:37 +0100206ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d2x3x3Dilation3x3Uint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100207 DepthwiseConvolution2d2x3x3Dilation3x3Test<DataType::QuantisedAsymm8, DataType::Signed32>,
Teresa Charlin20b1f882019-06-19 09:34:37 +0100208 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100209 DataLayout::NCHW)
Teresa Charlin20b1f882019-06-19 09:34:37 +0100210ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d2x3x3Dilation3x3NhwcUint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100211 DepthwiseConvolution2d2x3x3Dilation3x3Test<DataType::QuantisedAsymm8, DataType::Signed32>,
Teresa Charlin20b1f882019-06-19 09:34:37 +0100212 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100213 DataLayout::NHWC)
Teresa Charlin20b1f882019-06-19 09:34:37 +0100214ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d2x3x3Dilation3x3Int16,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100215 DepthwiseConvolution2d2x3x3Dilation3x3Test<DataType::QuantisedSymm16, DataType::Signed32>,
Teresa Charlin20b1f882019-06-19 09:34:37 +0100216 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100217 DataLayout::NCHW)
Teresa Charlin20b1f882019-06-19 09:34:37 +0100218ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d2x3x3Dilation3x3NhwcInt16,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100219 DepthwiseConvolution2d2x3x3Dilation3x3Test<DataType::QuantisedSymm16, DataType::Signed32>,
Teresa Charlin20b1f882019-06-19 09:34:37 +0100220 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100221 DataLayout::NHWC)
Kevin May665a964a2019-08-21 16:53:50 +0100222ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dMult4,
223 DepthwiseConvolution2dMult4Test<armnn::DataType::Float32, armnn::DataType::Float32>,
224 false,
225 armnn::DataLayout::NCHW)
226ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dMult2,
227 DepthwiseConvolution2dMult2Test<armnn::DataType::Float32, armnn::DataType::Float32>,
228 false,
229 armnn::DataLayout::NCHW)
telsoa014fcda012018-03-09 14:13:49 +0000230
jimfly01b9c89632018-10-26 16:50:13 +0100231ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100232 DepthwiseConvolution2dDepthMul1Test, true, DataLayout::NCHW)
jimfly01b9c89632018-10-26 16:50:13 +0100233ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1Uint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100234 DepthwiseConvolution2dDepthMul1Uint8Test, true, DataLayout::NCHW)
Ruomei Yan88d44b82019-05-23 14:29:06 +0100235ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1Int16,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100236 DepthwiseConvolution2dDepthMul1Int16Test, true, DataLayout::NCHW)
jimfly01b9c89632018-10-26 16:50:13 +0100237
238ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100239 DepthwiseConvolution2dDepthMul1Test, false, DataLayout::NCHW)
jimfly01b9c89632018-10-26 16:50:13 +0100240ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1Uint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100241 DepthwiseConvolution2dDepthMul1Uint8Test, false, DataLayout::NCHW)
jimfly01b9c89632018-10-26 16:50:13 +0100242
243ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100244 DepthwiseConvolution2dDepthMul1Test, true, DataLayout::NHWC)
jimfly01b9c89632018-10-26 16:50:13 +0100245ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1Uint8Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100246 DepthwiseConvolution2dDepthMul1Uint8Test, true, DataLayout::NHWC)
jimfly01b9c89632018-10-26 16:50:13 +0100247
248ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100249 DepthwiseConvolution2dDepthMul1Test, false, DataLayout::NHWC)
jimfly01b9c89632018-10-26 16:50:13 +0100250ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1Uint8Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100251 DepthwiseConvolution2dDepthMul1Uint8Test, false, DataLayout::NHWC)
telsoa014fcda012018-03-09 14:13:49 +0000252
jimfly01382a91d2018-10-26 15:55:50 +0100253ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dAsymmetric,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100254 DepthwiseConvolution2dAsymmetricTest, true, DataLayout::NCHW)
jimfly01382a91d2018-10-26 15:55:50 +0100255ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dAsymmetric,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100256 DepthwiseConvolution2dAsymmetricTest, false, DataLayout::NCHW)
jimfly01382a91d2018-10-26 15:55:50 +0100257ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dAsymmetricNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100258 DepthwiseConvolution2dAsymmetricTest, true, DataLayout::NHWC)
jimfly01382a91d2018-10-26 15:55:50 +0100259ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dAsymmetricNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100260 DepthwiseConvolution2dAsymmetricTest, false, DataLayout::NHWC)
surmeh013537c2c2018-05-18 16:31:43 +0100261
Matthew Jacksond6a9dee2019-07-22 13:53:24 +0100262ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul64, DepthwiseConvolution2dDepthMul64Test);
263
telsoa014fcda012018-03-09 14:13:49 +0000264// Pooling
Teresa Charlin0434df62019-06-06 13:40:35 +0100265//MaxPooling
telsoa014fcda012018-03-09 14:13:49 +0000266ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dSize2x2Stride2x2, SimpleMaxPooling2dSize2x2Stride2x2Test, false)
267ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dSize2x2Stride2x2Uint8, SimpleMaxPooling2dSize2x2Stride2x2Uint8Test, false)
Teresa Charlin0434df62019-06-06 13:40:35 +0100268ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dSize2x2Stride2x2Int16, SimpleMaxPooling2dSize2x2Stride2x2Int16Test, false)
telsoa014fcda012018-03-09 14:13:49 +0000269
270ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dSize3x3Stride2x4, SimpleMaxPooling2dSize3x3Stride2x4Test, false)
271ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dSize3x3Stride2x4Uint8, SimpleMaxPooling2dSize3x3Stride2x4Uint8Test, false)
Teresa Charlin0434df62019-06-06 13:40:35 +0100272ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dSize3x3Stride2x4Int16, SimpleMaxPooling2dSize3x3Stride2x4Int16Test, false)
telsoa014fcda012018-03-09 14:13:49 +0000273
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100274ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2d, SimpleMaxPooling2dTest, DataLayout::NCHW)
275ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dNhwc, SimpleMaxPooling2dTest, DataLayout::NHWC)
276ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dUint8, SimpleMaxPooling2dUint8Test, DataLayout::NCHW)
277ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dInt16, SimpleMaxPooling2dInt16Test, DataLayout::NCHW)
278ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dUint8Nhwc, SimpleMaxPooling2dUint8Test, DataLayout::NHWC)
279ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dInt16Nhwc, SimpleMaxPooling2dInt16Test, DataLayout::NHWC)
James Conroy45a9b772018-10-31 11:47:53 +0000280
Teresa Charlin0434df62019-06-06 13:40:35 +0100281ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleMaxPooling2d, IgnorePaddingSimpleMaxPooling2dTest)
282ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleMaxPooling2dUint8, IgnorePaddingSimpleMaxPooling2dUint8Test)
283ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleMaxPooling2dInt16, IgnorePaddingSimpleMaxPooling2dInt16Test)
284ARMNN_AUTO_TEST_CASE(IgnorePaddingMaxPooling2dSize3, IgnorePaddingMaxPooling2dSize3Test)
285ARMNN_AUTO_TEST_CASE(IgnorePaddingMaxPooling2dSize3Uint8, IgnorePaddingMaxPooling2dSize3Uint8Test)
286ARMNN_AUTO_TEST_CASE(IgnorePaddingMaxPooling2dSize3Int16, IgnorePaddingMaxPooling2dSize3Int16Test)
287
288//AveragePooling
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100289ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2d, SimpleAveragePooling2dTest, DataLayout::NCHW)
290ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2dNhwc, SimpleAveragePooling2dTest, DataLayout::NHWC)
291ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2dUint8, SimpleAveragePooling2dUint8Test, DataLayout::NCHW)
292ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2dInt16, SimpleAveragePooling2dInt16Test, DataLayout::NCHW)
293ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2dUint8Nhwc, SimpleAveragePooling2dUint8Test, DataLayout::NHWC)
294ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2dInt16Nhwc, SimpleAveragePooling2dInt16Test, DataLayout::NHWC)
Teresa Charlin0434df62019-06-06 13:40:35 +0100295
296ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2d, IgnorePaddingSimpleAveragePooling2dTest)
297ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2dUint8, IgnorePaddingSimpleAveragePooling2dUint8Test)
298ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2dInt16, IgnorePaddingSimpleAveragePooling2dInt16Test)
299ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2dNoPadding, IgnorePaddingSimpleAveragePooling2dNoPaddingTest)
300ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2dNoPaddingUint8,
301 IgnorePaddingSimpleAveragePooling2dNoPaddingUint8Test)
302ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2dNoPaddingInt16,
303 IgnorePaddingSimpleAveragePooling2dNoPaddingInt16Test)
304ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3, IgnorePaddingAveragePooling2dSize3Test)
305ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3Uint8, IgnorePaddingAveragePooling2dSize3Uint8Test)
306ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3Int16, IgnorePaddingAveragePooling2dSize3Int16Test)
James Conroy45a9b772018-10-31 11:47:53 +0000307
surmeh01bceff2f2018-03-29 16:29:27 +0100308ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3x2Stride2x2,
309 IgnorePaddingAveragePooling2dSize3x2Stride2x2Test, false)
310ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3x2Stride2x2NoPadding,
311 IgnorePaddingAveragePooling2dSize3x2Stride2x2Test, true)
telsoa014fcda012018-03-09 14:13:49 +0000312
313ARMNN_AUTO_TEST_CASE(LargeTensorsAveragePooling2d, LargeTensorsAveragePooling2dTest)
314ARMNN_AUTO_TEST_CASE(LargeTensorsAveragePooling2dUint8, LargeTensorsAveragePooling2dUint8Test)
Teresa Charlin0434df62019-06-06 13:40:35 +0100315ARMNN_AUTO_TEST_CASE(LargeTensorsAveragePooling2dInt16, LargeTensorsAveragePooling2dInt16Test)
316
317//L2Pooling
318ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleL2Pooling2d, IgnorePaddingSimpleL2Pooling2dTest)
319ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleL2Pooling2dUint8, IgnorePaddingSimpleL2Pooling2dUint8Test)
320ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleL2Pooling2dInt16, IgnorePaddingSimpleL2Pooling2dInt16Test)
321
322ARMNN_AUTO_TEST_CASE(IgnorePaddingL2Pooling2dSize3, IgnorePaddingL2Pooling2dSize3Test)
323ARMNN_AUTO_TEST_CASE(IgnorePaddingL2Pooling2dSize3Uint8, IgnorePaddingL2Pooling2dSize3Uint8Test)
324ARMNN_AUTO_TEST_CASE(IgnorePaddingL2Pooling2dSize3Int16, IgnorePaddingL2Pooling2dSize3Int16Test)
telsoa014fcda012018-03-09 14:13:49 +0000325
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100326ARMNN_AUTO_TEST_CASE(SimpleL2Pooling2d, SimpleL2Pooling2dTest, DataLayout::NCHW)
327ARMNN_AUTO_TEST_CASE(SimpleL2Pooling2dNhwc, SimpleL2Pooling2dTest, DataLayout::NHWC)
328ARMNN_AUTO_TEST_CASE(SimpleL2Pooling2dUint8, SimpleL2Pooling2dUint8Test, DataLayout::NCHW)
329ARMNN_AUTO_TEST_CASE(SimpleL2Pooling2dInt16, SimpleL2Pooling2dInt16Test, DataLayout::NCHW)
330ARMNN_AUTO_TEST_CASE(SimpleL2Pooling2dNhwcUint8, SimpleL2Pooling2dUint8Test, DataLayout::NHWC)
331ARMNN_AUTO_TEST_CASE(SimpleL2Pooling2dNhwcInt16, SimpleL2Pooling2dInt16Test, DataLayout::NHWC)
telsoa014fcda012018-03-09 14:13:49 +0000332
333ARMNN_AUTO_TEST_CASE(L2Pooling2dSize7, L2Pooling2dSize7Test)
334ARMNN_AUTO_TEST_CASE(L2Pooling2dSize7Uint8, L2Pooling2dSize7Uint8Test)
Teresa Charlin0434df62019-06-06 13:40:35 +0100335ARMNN_AUTO_TEST_CASE(L2Pooling2dSize7Int16, L2Pooling2dSize7Int16Test)
telsoa014fcda012018-03-09 14:13:49 +0000336
Teresa Charlin0434df62019-06-06 13:40:35 +0100337//NonSquarePooling
telsoa014fcda012018-03-09 14:13:49 +0000338ARMNN_AUTO_TEST_CASE(AsymmNonSquarePooling2d, AsymmetricNonSquarePooling2dTest)
339ARMNN_AUTO_TEST_CASE(AsymmNonSquarePooling2dUint8, AsymmetricNonSquarePooling2dUint8Test)
Teresa Charlin0434df62019-06-06 13:40:35 +0100340ARMNN_AUTO_TEST_CASE(AsymmNonSquarePooling2dInt16, AsymmetricNonSquarePooling2dInt16Test)
341
telsoa014fcda012018-03-09 14:13:49 +0000342
Teresa Charlin18515e22019-04-24 10:17:46 +0100343// Linear Activation
telsoa014fcda012018-03-09 14:13:49 +0000344ARMNN_AUTO_TEST_CASE(ConstantLinearActivation, ConstantLinearActivationTest)
345ARMNN_AUTO_TEST_CASE(ConstantLinearActivationUint8, ConstantLinearActivationUint8Test)
Teresa Charlin18515e22019-04-24 10:17:46 +0100346ARMNN_AUTO_TEST_CASE(ConstantLinearActivationInt16, ConstantLinearActivationInt16Test)
telsoa014fcda012018-03-09 14:13:49 +0000347
Matteo Martincigh8e6f92d2018-10-18 08:45:39 +0100348// Normalization
telsoa014fcda012018-03-09 14:13:49 +0000349ARMNN_AUTO_TEST_CASE(SimpleNormalizationAcross, SimpleNormalizationAcrossTest)
350ARMNN_AUTO_TEST_CASE(SimpleNormalizationWithin, SimpleNormalizationWithinTest)
Matteo Martincigh8e6f92d2018-10-18 08:45:39 +0100351ARMNN_AUTO_TEST_CASE(SimpleNormalizationAcrossNhwc, SimpleNormalizationAcrossNhwcTest)
telsoa014fcda012018-03-09 14:13:49 +0000352
Narumol Prangnawarat65d30962019-03-14 11:55:03 +0000353// Softmax
telsoa014fcda012018-03-09 14:13:49 +0000354ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta1, SimpleSoftmaxTest, 1.0f)
355ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta2, SimpleSoftmaxTest, 2.0f)
356ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta1Uint8, SimpleSoftmaxUint8Test, 1.0f)
357ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta2Uint8, SimpleSoftmaxUint8Test, 2.0f)
358
Narumol Prangnawarat65d30962019-03-14 11:55:03 +0000359ARMNN_AUTO_TEST_CASE(Simple3dSoftmax, Simple3dSoftmaxTest, 1.0f)
360ARMNN_AUTO_TEST_CASE(Simple3dSoftmaxUint8, Simple3dSoftmaxUint8Test, 1.0f)
361
362ARMNN_AUTO_TEST_CASE(Simple4dSoftmax, Simple4dSoftmaxTest, 1.0f)
363ARMNN_AUTO_TEST_CASE(Simple4dSoftmaxUint8, Simple4dSoftmaxUint8Test, 1.0f)
364
nikraj01248683f2019-05-29 16:46:50 +0100365ARMNN_AUTO_TEST_CASE(SimpleSoftmaxUint16, SimpleSoftmaxUint16Test, 1.0f)
366ARMNN_AUTO_TEST_CASE(Simple3dSoftmaxUint16, Simple3dSoftmaxUint16Test, 1.0f)
367ARMNN_AUTO_TEST_CASE(Simple4dSoftmaxUint16, Simple4dSoftmaxUint16Test, 1.0f)
368
Francis Murtagh07f21212019-07-23 09:50:50 +0100369ARMNN_AUTO_TEST_CASE(Simple2dAxis0Softmax, SimpleAxisSoftmaxTest, 1.0f, 0)
370ARMNN_AUTO_TEST_CASE(Simple2dAxis1Softmax, SimpleAxisSoftmaxTest, 1.0f, 1)
371
372ARMNN_AUTO_TEST_CASE(Simple2dAxis0NegSoftmax, SimpleAxisSoftmaxTest, 1.0f, -2)
373ARMNN_AUTO_TEST_CASE(Simple2dAxis1NegSoftmax, SimpleAxisSoftmaxTest, 1.0f, -1)
374
375ARMNN_AUTO_TEST_CASE(Simple3dAxis0Softmax, Simple3dAxisSoftmaxTest, 1.0f, 0)
376ARMNN_AUTO_TEST_CASE(Simple3dAxis1Softmax, Simple3dAxisSoftmaxTest, 1.0f, 1)
377ARMNN_AUTO_TEST_CASE(Simple3dAxis2Softmax, Simple3dAxisSoftmaxTest, 1.0f, 2)
378
379ARMNN_AUTO_TEST_CASE(Simple3dAxis0NegSoftmax, Simple3dAxisSoftmaxTest, 1.0f, -3)
380ARMNN_AUTO_TEST_CASE(Simple3dAxis1NegSoftmax, Simple3dAxisSoftmaxTest, 1.0f, -2)
381ARMNN_AUTO_TEST_CASE(Simple3dAxis2NegSoftmax, Simple3dAxisSoftmaxTest, 1.0f, -1)
382
383ARMNN_AUTO_TEST_CASE(Simple4dAxis0Softmax, Simple4dAxisSoftmaxTest, 1.0f, 0)
384ARMNN_AUTO_TEST_CASE(Simple4dAxis1Softmax, Simple4dAxisSoftmaxTest, 1.0f, 1)
385ARMNN_AUTO_TEST_CASE(Simple4dAxis2Softmax, Simple4dAxisSoftmaxTest, 1.0f, 2)
386ARMNN_AUTO_TEST_CASE(Simple4dAxis3Softmax, Simple4dAxisSoftmaxTest, 1.0f, 3)
387
388ARMNN_AUTO_TEST_CASE(Simple4dAxis0NegSoftmax, Simple4dAxisSoftmaxTest, 1.0f, -4)
389ARMNN_AUTO_TEST_CASE(Simple4dAxis1NegSoftmax, Simple4dAxisSoftmaxTest, 1.0f, -3)
390ARMNN_AUTO_TEST_CASE(Simple4dAxis2NegSoftmax, Simple4dAxisSoftmaxTest, 1.0f, -2)
391ARMNN_AUTO_TEST_CASE(Simple4dAxis3NegSoftmax, Simple4dAxisSoftmaxTest, 1.0f, -1)
392
Teresa Charlin18515e22019-04-24 10:17:46 +0100393// Sigmoid Activation
telsoa014fcda012018-03-09 14:13:49 +0000394ARMNN_AUTO_TEST_CASE(SimpleSigmoid, SimpleSigmoidTest)
395ARMNN_AUTO_TEST_CASE(SimpleSigmoidUint8, SimpleSigmoidUint8Test)
Teresa Charlin18515e22019-04-24 10:17:46 +0100396ARMNN_AUTO_TEST_CASE(SimpleSigmoidInt16, SimpleSigmoidInt16Test)
telsoa014fcda012018-03-09 14:13:49 +0000397
Teresa Charlin18515e22019-04-24 10:17:46 +0100398// BoundedReLU Activation
telsoa014fcda012018-03-09 14:13:49 +0000399ARMNN_AUTO_TEST_CASE(ReLu1, BoundedReLuUpperAndLowerBoundTest)
400ARMNN_AUTO_TEST_CASE(ReLu6, BoundedReLuUpperBoundOnlyTest)
401ARMNN_AUTO_TEST_CASE(ReLu1Uint8, BoundedReLuUint8UpperAndLowerBoundTest)
402ARMNN_AUTO_TEST_CASE(ReLu6Uint8, BoundedReLuUint8UpperBoundOnlyTest)
Teresa Charlin18515e22019-04-24 10:17:46 +0100403ARMNN_AUTO_TEST_CASE(BoundedReLuInt16, BoundedReLuInt16Test)
404
405// ReLU Activation
konsof017f6db402019-06-07 15:15:58 +0100406ARMNN_AUTO_TEST_CASE(ReLu, ReLuTest)
407ARMNN_AUTO_TEST_CASE(ReLuUint8, ReLuUint8Test)
Teresa Charlin18515e22019-04-24 10:17:46 +0100408ARMNN_AUTO_TEST_CASE(ReLuInt16, ReLuInt16Test)
409
410// SoftReLU Activation
konsof017f6db402019-06-07 15:15:58 +0100411ARMNN_AUTO_TEST_CASE(SoftReLu, SoftReLuTest)
412ARMNN_AUTO_TEST_CASE(SoftReLuUint8, SoftReLuUint8Test)
Teresa Charlin18515e22019-04-24 10:17:46 +0100413ARMNN_AUTO_TEST_CASE(SoftReLuInt16, SoftReLuInt16Test)
414
konsof017f6db402019-06-07 15:15:58 +0100415
Teresa Charlin18515e22019-04-24 10:17:46 +0100416// LeakyReLU Activation
konsof017f6db402019-06-07 15:15:58 +0100417ARMNN_AUTO_TEST_CASE(LeakyReLu, LeakyReLuTest)
418ARMNN_AUTO_TEST_CASE(LeakyReLuUint8, LeakyReLuUint8Test)
Teresa Charlin18515e22019-04-24 10:17:46 +0100419ARMNN_AUTO_TEST_CASE(LeakyReLuInt16, LeakyReLuInt16Test)
420
421// Abs Activation
konsof017f6db402019-06-07 15:15:58 +0100422ARMNN_AUTO_TEST_CASE(Abs, AbsTest)
423ARMNN_AUTO_TEST_CASE(AbsUint8, AbsUint8Test)
Teresa Charlin18515e22019-04-24 10:17:46 +0100424ARMNN_AUTO_TEST_CASE(AbsInt16, AbsInt16Test)
425
426// Sqrt Activation
konsof017f6db402019-06-07 15:15:58 +0100427ARMNN_AUTO_TEST_CASE(Sqrt, SqrtTest)
428ARMNN_AUTO_TEST_CASE(SqrtUint8, SqrtUint8Test)
Teresa Charlin18515e22019-04-24 10:17:46 +0100429ARMNN_AUTO_TEST_CASE(SqrtInt16, SqrtInt16Test)
430
431// Square Activation
konsof017f6db402019-06-07 15:15:58 +0100432ARMNN_AUTO_TEST_CASE(Square, SquareTest)
433ARMNN_AUTO_TEST_CASE(SquareUint8, SquareUint8Test)
Teresa Charlin18515e22019-04-24 10:17:46 +0100434ARMNN_AUTO_TEST_CASE(SquareInt16, SquareInt16Test)
435
436// Tanh Activation
konsof017f6db402019-06-07 15:15:58 +0100437ARMNN_AUTO_TEST_CASE(Tanh, TanhTest)
438ARMNN_AUTO_TEST_CASE(TanhUint8, TanhUint8Test)
Teresa Charlin18515e22019-04-24 10:17:46 +0100439ARMNN_AUTO_TEST_CASE(TanhInt16, TanhInt16Test)
440
telsoa014fcda012018-03-09 14:13:49 +0000441
Francis Murtagh46c09d02019-05-28 08:15:28 +0100442// Fully Connected
telsoa014fcda012018-03-09 14:13:49 +0000443ARMNN_AUTO_TEST_CASE(SimpleFullyConnected, FullyConnectedFloat32Test, false, false)
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100444ARMNN_AUTO_TEST_CASE(FullyConnectedUint8, FullyConnectedTest<DataType::QuantisedAsymm8>, false)
445ARMNN_AUTO_TEST_CASE(FullyConnectedQSymm16, FullyConnectedTest<DataType::QuantisedSymm16>, false)
telsoa014fcda012018-03-09 14:13:49 +0000446ARMNN_AUTO_TEST_CASE(SimpleFullyConnectedWithBias, FullyConnectedFloat32Test, true, false)
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100447ARMNN_AUTO_TEST_CASE(FullyConnectedBiasedUint8, FullyConnectedTest<DataType::QuantisedAsymm8>, true)
448ARMNN_AUTO_TEST_CASE(FullyConnectedBiasedQSymm16, FullyConnectedTest<DataType::QuantisedSymm16>, true)
telsoa014fcda012018-03-09 14:13:49 +0000449ARMNN_AUTO_TEST_CASE(SimpleFullyConnectedWithTranspose, FullyConnectedFloat32Test, false, true)
450
451ARMNN_AUTO_TEST_CASE(FullyConnectedLarge, FullyConnectedLargeTest, false)
452ARMNN_AUTO_TEST_CASE(FullyConnectedLargeTransposed, FullyConnectedLargeTest, true)
453
454// Splitter
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +0100455ARMNN_AUTO_TEST_CASE(SimpleSplitterFloat, SplitterFloatTest)
telsoa01c577f2c2018-08-31 09:22:23 +0100456ARMNN_AUTO_TEST_CASE(SimpleSplitterUint8, SplitterUint8Test)
Ruomei Yan25339c32019-05-28 16:48:20 +0100457ARMNN_AUTO_TEST_CASE(SimpleSplitterInt16, SplitterInt16Test)
telsoa014fcda012018-03-09 14:13:49 +0000458
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +0100459ARMNN_AUTO_TEST_CASE(CopyViaSplitterFloat, CopyViaSplitterFloatTest)
telsoa014fcda012018-03-09 14:13:49 +0000460ARMNN_AUTO_TEST_CASE(CopyViaSplitterUint8, CopyViaSplitterUint8Test)
Ruomei Yan25339c32019-05-28 16:48:20 +0100461ARMNN_AUTO_TEST_CASE(CopyViaSplitterInt16, CopyViaSplitterInt16Test)
telsoa014fcda012018-03-09 14:13:49 +0000462
Jim Flynn4ed6c832019-05-20 11:02:46 +0100463// Concat
464ARMNN_AUTO_TEST_CASE(SimpleConcat, ConcatTest)
465ARMNN_AUTO_TEST_CASE(ConcatUint8, ConcatUint8Test)
466ARMNN_AUTO_TEST_CASE(ConcatUint8DifferentQParams, ConcatUint8DifferentQParamsTest)
467ARMNN_AUTO_TEST_CASE(ConcatUint16, ConcatUint16Test)
Narumol Prangnawarat71c80b12019-06-17 17:45:43 +0100468ARMNN_AUTO_TEST_CASE(ConcatUint8DifferentInputOutputQParam,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100469 ConcatDifferentInputOutputQParamTest<DataType::QuantisedAsymm8>, true)
Narumol Prangnawarat71c80b12019-06-17 17:45:43 +0100470ARMNN_AUTO_TEST_CASE(ConcatInt16DifferentInputOutputQParam,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100471 ConcatDifferentInputOutputQParamTest<DataType::QuantisedSymm16>, true)
telsoa014fcda012018-03-09 14:13:49 +0000472
473// Add
474ARMNN_AUTO_TEST_CASE(SimpleAdd, AdditionTest)
Matthew Jacksondba634f2019-08-15 15:14:18 +0100475ARMNN_AUTO_TEST_CASE(Add5d, Addition5dTest)
telsoa014fcda012018-03-09 14:13:49 +0000476ARMNN_AUTO_TEST_CASE(AddBroadcast1Element, AdditionBroadcast1ElementTest)
477ARMNN_AUTO_TEST_CASE(AddBroadcast, AdditionBroadcastTest)
478
479ARMNN_AUTO_TEST_CASE(AdditionUint8, AdditionUint8Test)
480ARMNN_AUTO_TEST_CASE(AddBroadcastUint8, AdditionBroadcastUint8Test)
481ARMNN_AUTO_TEST_CASE(AddBroadcast1ElementUint8, AdditionBroadcast1ElementUint8Test)
482
Sadik Armagan2999a022019-04-09 14:20:12 +0100483ARMNN_AUTO_TEST_CASE(AdditionInt16, AdditionInt16Test)
484ARMNN_AUTO_TEST_CASE(AddBroadcastInt16, AdditionBroadcastInt16Test)
485ARMNN_AUTO_TEST_CASE(AddBroadcast1ElementInt16, AdditionBroadcast1ElementInt16Test)
486
David Beckf195f032018-09-06 16:46:34 +0100487// Sub
488ARMNN_AUTO_TEST_CASE(SimpleSub, SubtractionTest)
489ARMNN_AUTO_TEST_CASE(SubBroadcast1Element, SubtractionBroadcast1ElementTest)
490ARMNN_AUTO_TEST_CASE(SubBroadcast, SubtractionBroadcastTest)
491
David Beck4a8692c2018-09-07 16:19:24 +0100492ARMNN_AUTO_TEST_CASE(SubtractionUint8, SubtractionUint8Test)
David Beckf195f032018-09-06 16:46:34 +0100493ARMNN_AUTO_TEST_CASE(SubBroadcastUint8, SubtractionBroadcastUint8Test)
494ARMNN_AUTO_TEST_CASE(SubBroadcast1ElementUint8, SubtractionBroadcast1ElementUint8Test)
495
Sadik Armagan2999a022019-04-09 14:20:12 +0100496ARMNN_AUTO_TEST_CASE(SubtractionInt16, SubtractionInt16Test)
497ARMNN_AUTO_TEST_CASE(SubBroadcastInt16, SubtractionBroadcastInt16Test)
498ARMNN_AUTO_TEST_CASE(SubBroadcast1ElementInt16, SubtractionBroadcast1ElementInt16Test)
499
Francis Murtaghe7a86a42018-08-29 12:42:10 +0100500// Div
501ARMNN_AUTO_TEST_CASE(SimpleDivision, DivisionTest)
Francis Murtagh8c5e3dc2018-08-30 17:18:37 +0100502ARMNN_AUTO_TEST_CASE(DivisionByZero, DivisionByZeroTest)
Francis Murtaghe7a86a42018-08-29 12:42:10 +0100503ARMNN_AUTO_TEST_CASE(DivisionBroadcast1Element, DivisionBroadcast1ElementTest)
504ARMNN_AUTO_TEST_CASE(DivisionBroadcast1DVector, DivisionBroadcast1DVectorTest)
David Beck5cd01f32018-09-12 16:00:08 +0100505// NOTE: division by zero for quantized div needs more attention
506// see IVGCVSW-1849
507ARMNN_AUTO_TEST_CASE(DivisionUint8, DivisionUint8Test)
508ARMNN_AUTO_TEST_CASE(DivisionUint8Broadcast1Element, DivisionBroadcast1ElementUint8Test)
509ARMNN_AUTO_TEST_CASE(DivisionUint8Broadcast1DVector, DivisionBroadcast1DVectorUint8Test)
Francis Murtaghe7a86a42018-08-29 12:42:10 +0100510
Sadik Armagan2999a022019-04-09 14:20:12 +0100511ARMNN_AUTO_TEST_CASE(DivisionInt16, DivisionInt16Test)
512ARMNN_AUTO_TEST_CASE(DivisionInt16Broadcast1Element, DivisionBroadcast1ElementInt16Test)
513ARMNN_AUTO_TEST_CASE(DivisionInt16Broadcast1DVector, DivisionBroadcast1DVectorInt16Test)
514
FrancisMurtagh30cdfca2018-12-18 12:57:35 +0000515// Equal
516ARMNN_AUTO_TEST_CASE(SimpleEqual, EqualSimpleTest)
517ARMNN_AUTO_TEST_CASE(EqualBroadcast1Element, EqualBroadcast1ElementTest)
518ARMNN_AUTO_TEST_CASE(EqualBroadcast1DVector, EqualBroadcast1DVectorTest)
519ARMNN_AUTO_TEST_CASE(EqualUint8, EqualUint8Test)
520ARMNN_AUTO_TEST_CASE(EqualBroadcast1ElementUint8, EqualBroadcast1ElementUint8Test)
521ARMNN_AUTO_TEST_CASE(EqualBroadcast1DVectorUint8, EqualBroadcast1DVectorUint8Test)
522
FrancisMurtagh878f0232018-12-19 10:56:15 +0000523// Greater
524ARMNN_AUTO_TEST_CASE(SimpleGreater, GreaterSimpleTest)
525ARMNN_AUTO_TEST_CASE(GreaterBroadcast1Element, GreaterBroadcast1ElementTest)
526ARMNN_AUTO_TEST_CASE(GreaterBroadcast1DVector, GreaterBroadcast1DVectorTest)
527ARMNN_AUTO_TEST_CASE(GreaterUint8, GreaterUint8Test)
528ARMNN_AUTO_TEST_CASE(GreaterBroadcast1ElementUint8, GreaterBroadcast1ElementUint8Test)
529ARMNN_AUTO_TEST_CASE(GreaterBroadcast1DVectorUint8, GreaterBroadcast1DVectorUint8Test)
530
Éanna Ó Catháin20e58802018-12-04 10:29:06 +0000531// Max
Éanna Ó Catháinde705582018-12-03 13:04:22 +0000532ARMNN_AUTO_TEST_CASE(SimpleMaximum, MaximumSimpleTest)
533ARMNN_AUTO_TEST_CASE(MaximumBroadcast1Element, MaximumBroadcast1ElementTest)
534ARMNN_AUTO_TEST_CASE(MaximumBroadcast1DVector, MaximumBroadcast1DVectorTest)
535ARMNN_AUTO_TEST_CASE(MaximumUint8, MaximumUint8Test)
536ARMNN_AUTO_TEST_CASE(MaximumBroadcast1ElementUint8, MaximumBroadcast1ElementUint8Test)
537ARMNN_AUTO_TEST_CASE(MaximumBroadcast1DVectorUint8, MaximumBroadcast1DVectorUint8Test)
Sadik Armagan2999a022019-04-09 14:20:12 +0100538ARMNN_AUTO_TEST_CASE(MaximumInt16, MaximumInt16Test)
539ARMNN_AUTO_TEST_CASE(MaximumBroadcast1ElementInt16, MaximumBroadcast1ElementInt16Test)
540ARMNN_AUTO_TEST_CASE(MaximumBroadcast1DVectorInt16, MaximumBroadcast1DVectorInt16Test)
Éanna Ó Catháinde705582018-12-03 13:04:22 +0000541
Éanna Ó Catháin20e58802018-12-04 10:29:06 +0000542// Min
543ARMNN_AUTO_TEST_CASE(SimpleMinimum1, MinimumBroadcast1ElementTest1)
544ARMNN_AUTO_TEST_CASE(SimpleMinimum2, MinimumBroadcast1ElementTest2)
545ARMNN_AUTO_TEST_CASE(Minimum1DVectorUint8, MinimumBroadcast1DVectorUint8Test)
Sadik Armagan2999a022019-04-09 14:20:12 +0100546ARMNN_AUTO_TEST_CASE(MinimumInt16, MinimumInt16Test)
547ARMNN_AUTO_TEST_CASE(MinimumBroadcast1ElementInt16, MinimumBroadcast1ElementInt16Test)
548ARMNN_AUTO_TEST_CASE(MinimumBroadcast1DVectorInt16, MinimumBroadcast1DVectorInt16Test)
Éanna Ó Catháin20e58802018-12-04 10:29:06 +0000549
telsoa014fcda012018-03-09 14:13:49 +0000550// Mul
551ARMNN_AUTO_TEST_CASE(SimpleMultiplication, MultiplicationTest)
surmeh01bceff2f2018-03-29 16:29:27 +0100552ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1Element, MultiplicationBroadcast1ElementTest)
553ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1DVector, MultiplicationBroadcast1DVectorTest)
telsoa014fcda012018-03-09 14:13:49 +0000554ARMNN_AUTO_TEST_CASE(MultiplicationUint8, MultiplicationUint8Test)
surmeh01bceff2f2018-03-29 16:29:27 +0100555ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1ElementUint8, MultiplicationBroadcast1ElementUint8Test)
556ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1DVectorUint8, MultiplicationBroadcast1DVectorUint8Test)
Sadik Armagan2999a022019-04-09 14:20:12 +0100557ARMNN_AUTO_TEST_CASE(MultiplicationInt16, MultiplicationInt16Test)
558ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1ElementInt16, MultiplicationBroadcast1ElementInt16Test)
559ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1DVectorInt16, MultiplicationBroadcast1DVectorInt16Test)
Matthew Jacksondba634f2019-08-15 15:14:18 +0100560ARMNN_AUTO_TEST_CASE(Multiplication5d, Multiplication5dTest)
telsoa014fcda012018-03-09 14:13:49 +0000561
562// Batch Norm
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +0100563ARMNN_AUTO_TEST_CASE(BatchNormFloat, BatchNormFloatTest)
564ARMNN_AUTO_TEST_CASE(BatchNormFloatNhwc, BatchNormFloatNhwcTest)
telsoa014fcda012018-03-09 14:13:49 +0000565ARMNN_AUTO_TEST_CASE(BatchNormUint8, BatchNormUint8Test)
Matteo Martincigh8eb675e2018-10-17 14:43:29 +0100566ARMNN_AUTO_TEST_CASE(BatchNormUint8Nhwc, BatchNormUint8NhwcTest)
Matteo Martincighf5507132019-06-04 10:59:47 +0100567ARMNN_AUTO_TEST_CASE(BatchNormInt16, BatchNormInt16Test)
568ARMNN_AUTO_TEST_CASE(BatchNormInt16Nhwc, BatchNormInt16NhwcTest)
telsoa014fcda012018-03-09 14:13:49 +0000569
James Conroy59540822018-10-11 12:39:05 +0100570// Resize Bilinear - NCHW
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100571ARMNN_AUTO_TEST_CASE(SimpleResizeBilinear,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100572 SimpleResizeBilinearTest<DataType::Float32>,
573 DataLayout::NCHW)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100574ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearUint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100575 SimpleResizeBilinearTest<DataType::QuantisedAsymm8>,
576 DataLayout::NCHW)
Ellen Norris-Thompson3cb85f32019-06-17 11:32:49 +0100577ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearUint16,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100578 SimpleResizeBilinearTest<DataType::QuantisedSymm16>,
579 DataLayout::NCHW)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100580ARMNN_AUTO_TEST_CASE(ResizeBilinearNop,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100581 ResizeBilinearNopTest<DataType::Float32>,
582 DataLayout::NCHW)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100583ARMNN_AUTO_TEST_CASE(ResizeBilinearNopUint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100584 ResizeBilinearNopTest<DataType::QuantisedAsymm8>,
585 DataLayout::NCHW)
Ellen Norris-Thompson3cb85f32019-06-17 11:32:49 +0100586ARMNN_AUTO_TEST_CASE(esizeBilinearNopUint16,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100587 SimpleResizeBilinearTest<DataType::QuantisedSymm16>,
588 DataLayout::NCHW)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100589ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMin,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100590 ResizeBilinearSqMinTest<DataType::Float32>,
591 DataLayout::NCHW)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100592ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinUint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100593 ResizeBilinearSqMinTest<DataType::QuantisedAsymm8>,
594 DataLayout::NCHW)
Ellen Norris-Thompson3cb85f32019-06-17 11:32:49 +0100595ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinUint16,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100596 SimpleResizeBilinearTest<DataType::QuantisedSymm16>,
597 DataLayout::NCHW)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100598ARMNN_AUTO_TEST_CASE(ResizeBilinearMin,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100599 ResizeBilinearMinTest<DataType::Float32>,
600 DataLayout::NCHW)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100601ARMNN_AUTO_TEST_CASE(ResizeBilinearMinUint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100602 ResizeBilinearMinTest<DataType::QuantisedAsymm8>,
603 DataLayout::NCHW)
Ellen Norris-Thompson3cb85f32019-06-17 11:32:49 +0100604ARMNN_AUTO_TEST_CASE(ResizeBilinearMinUint16,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100605 SimpleResizeBilinearTest<DataType::QuantisedSymm16>,
606 DataLayout::NCHW)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100607ARMNN_AUTO_TEST_CASE(ResizeBilinearMag,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100608 ResizeBilinearMagTest<DataType::Float32>,
609 DataLayout::NCHW)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100610ARMNN_AUTO_TEST_CASE(ResizeBilinearMagUint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100611 ResizeBilinearMagTest<DataType::QuantisedAsymm8>,
612 DataLayout::NCHW)
Ellen Norris-Thompson3cb85f32019-06-17 11:32:49 +0100613ARMNN_AUTO_TEST_CASE(ResizeBilinearMagUint16,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100614 SimpleResizeBilinearTest<DataType::QuantisedSymm16>,
615 DataLayout::NCHW)
telsoa014fcda012018-03-09 14:13:49 +0000616
James Conroy59540822018-10-11 12:39:05 +0100617// Resize Bilinear - NHWC
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100618ARMNN_AUTO_TEST_CASE(ResizeBilinearNopNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100619 ResizeBilinearNopTest<DataType::Float32>,
620 DataLayout::NHWC)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100621ARMNN_AUTO_TEST_CASE(ResizeBilinearNopUint8Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100622 ResizeBilinearNopTest<DataType::QuantisedAsymm8>,
623 DataLayout::NHWC)
Ellen Norris-Thompson3cb85f32019-06-17 11:32:49 +0100624ARMNN_AUTO_TEST_CASE(ResizeBilinearNopUint16Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100625 ResizeBilinearNopTest<DataType::QuantisedSymm16>,
626 DataLayout::NHWC)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100627ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100628 SimpleResizeBilinearTest<DataType::Float32>,
629 DataLayout::NHWC)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100630ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearUint8Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100631 SimpleResizeBilinearTest<DataType::QuantisedAsymm8>,
632 DataLayout::NHWC)
Ellen Norris-Thompson3cb85f32019-06-17 11:32:49 +0100633ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearUint16Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100634 ResizeBilinearNopTest<DataType::QuantisedSymm16>,
635 DataLayout::NHWC)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100636ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100637 ResizeBilinearSqMinTest<DataType::Float32>,
638 DataLayout::NHWC)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100639ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinUint8Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100640 ResizeBilinearSqMinTest<DataType::QuantisedAsymm8>,
641 DataLayout::NHWC)
Ellen Norris-Thompson3cb85f32019-06-17 11:32:49 +0100642ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinUint16Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100643 ResizeBilinearNopTest<DataType::QuantisedSymm16>,
644 DataLayout::NHWC)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100645ARMNN_AUTO_TEST_CASE(ResizeBilinearMinNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100646 ResizeBilinearMinTest<DataType::Float32>,
647 DataLayout::NHWC)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100648ARMNN_AUTO_TEST_CASE(ResizeBilinearMinUint8Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100649 ResizeBilinearMinTest<DataType::QuantisedAsymm8>,
650 DataLayout::NHWC)
Ellen Norris-Thompson3cb85f32019-06-17 11:32:49 +0100651ARMNN_AUTO_TEST_CASE(ResizeBilinearMinUint16Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100652 ResizeBilinearNopTest<DataType::QuantisedSymm16>,
653 DataLayout::NHWC)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100654ARMNN_AUTO_TEST_CASE(ResizeBilinearMagNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100655 ResizeBilinearMagTest<DataType::Float32>,
656 DataLayout::NHWC)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100657ARMNN_AUTO_TEST_CASE(ResizeBilinearMagUint8Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100658 ResizeBilinearMagTest<DataType::QuantisedAsymm8>,
659 DataLayout::NHWC)
Ellen Norris-Thompson3cb85f32019-06-17 11:32:49 +0100660ARMNN_AUTO_TEST_CASE(ResizeBilinearMagUint16Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100661 ResizeBilinearNopTest<DataType::QuantisedSymm16>,
662 DataLayout::NHWC)
James Conroy59540822018-10-11 12:39:05 +0100663
Teresa Charlin970f43b2019-07-01 13:51:07 +0100664// Resize NearestNeighbor - NCHW
665ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighbor,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100666 SimpleResizeNearestNeighborTest<DataType::Float32>,
667 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100668ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborUint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100669 SimpleResizeNearestNeighborTest<DataType::QuantisedAsymm8>,
670 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100671ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborUint16,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100672 SimpleResizeNearestNeighborTest<DataType::QuantisedSymm16>,
673 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100674ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNop,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100675 ResizeNearestNeighborNopTest<DataType::Float32>,
676 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100677ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNopUint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100678 ResizeNearestNeighborNopTest<DataType::QuantisedAsymm8>,
679 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100680ARMNN_AUTO_TEST_CASE(esizeNearestNeighborNopUint16,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100681 SimpleResizeNearestNeighborTest<DataType::QuantisedSymm16>,
682 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100683ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMin,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100684 ResizeNearestNeighborSqMinTest<DataType::Float32>,
685 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100686ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinUint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100687 ResizeNearestNeighborSqMinTest<DataType::QuantisedAsymm8>,
688 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100689ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinUint16,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100690 SimpleResizeNearestNeighborTest<DataType::QuantisedSymm16>,
691 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100692ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMin,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100693 ResizeNearestNeighborMinTest<DataType::Float32>,
694 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100695ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinUint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100696 ResizeNearestNeighborMinTest<DataType::QuantisedAsymm8>,
697 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100698ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinUint16,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100699 SimpleResizeNearestNeighborTest<DataType::QuantisedSymm16>,
700 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100701ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMag,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100702 ResizeNearestNeighborMagTest<DataType::Float32>,
703 DataLayout::NCHW, 0.10f, 50, 0.11f, 20)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100704ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagUint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100705 ResizeNearestNeighborMagTest<DataType::QuantisedAsymm8>,
706 DataLayout::NCHW, 0.10f, 50, 0.11f, 20)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100707ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagUint16,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100708 SimpleResizeNearestNeighborTest<DataType::QuantisedSymm16>,
709 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100710
711// Resize NearestNeighbor - NHWC
712ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNopNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100713 ResizeNearestNeighborNopTest<DataType::Float32>,
714 DataLayout::NHWC)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100715ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNopUint8Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100716 ResizeNearestNeighborNopTest<DataType::QuantisedAsymm8>,
717 DataLayout::NHWC)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100718ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNopUint16Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100719 ResizeNearestNeighborNopTest<DataType::QuantisedSymm16>,
720 DataLayout::NHWC)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100721ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100722 SimpleResizeNearestNeighborTest<DataType::Float32>,
723 DataLayout::NHWC)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100724ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborUint8Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100725 SimpleResizeNearestNeighborTest<DataType::QuantisedAsymm8>,
726 DataLayout::NHWC)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100727ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborUint16Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100728 ResizeNearestNeighborNopTest<DataType::QuantisedSymm16>,
729 DataLayout::NHWC)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100730ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100731 ResizeNearestNeighborSqMinTest<DataType::Float32>,
732 DataLayout::NHWC)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100733ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinUint8Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100734 ResizeNearestNeighborSqMinTest<DataType::QuantisedAsymm8>,
735 DataLayout::NHWC)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100736ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinUint16Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100737 ResizeNearestNeighborNopTest<DataType::QuantisedSymm16>,
738 DataLayout::NHWC)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100739ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100740 ResizeNearestNeighborMinTest<DataType::Float32>,
741 DataLayout::NHWC)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100742ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinUint8Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100743 ResizeNearestNeighborMinTest<DataType::QuantisedAsymm8>,
744 DataLayout::NHWC)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100745ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinUint16Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100746 ResizeNearestNeighborNopTest<DataType::QuantisedSymm16>,
747 DataLayout::NHWC)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100748ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100749 ResizeNearestNeighborMagTest<DataType::Float32>,
750 DataLayout::NHWC, 0.10f, 50, 0.11f, 20)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100751ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagUint8Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100752 ResizeNearestNeighborMagTest<DataType::QuantisedAsymm8>,
753 DataLayout::NHWC, 0.10f, 50, 0.11f, 20)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100754ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagUint16Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100755 ResizeNearestNeighborNopTest<DataType::QuantisedSymm16>,
756 DataLayout::NHWC)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100757
telsoa014fcda012018-03-09 14:13:49 +0000758// Fake Quantization
759ARMNN_AUTO_TEST_CASE(FakeQuantization, FakeQuantizationTest)
760
Matteo Martincigh539b44d2018-10-01 09:26:39 +0100761// L2 Normalization
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100762ARMNN_AUTO_TEST_CASE(L2Normalization1d, L2Normalization1dTest, DataLayout::NCHW)
763ARMNN_AUTO_TEST_CASE(L2Normalization2d, L2Normalization2dTest, DataLayout::NCHW)
764ARMNN_AUTO_TEST_CASE(L2Normalization3d, L2Normalization3dTest, DataLayout::NCHW)
765ARMNN_AUTO_TEST_CASE(L2Normalization4d, L2Normalization4dTest, DataLayout::NCHW)
Ferran Balaguerc6138d82019-06-13 17:23:50 +0100766
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100767ARMNN_AUTO_TEST_CASE(L2Normalization1dInt16, L2Normalization1dInt16Test, DataLayout::NCHW)
768ARMNN_AUTO_TEST_CASE(L2Normalization2dInt16, L2Normalization2dInt16Test, DataLayout::NCHW)
769ARMNN_AUTO_TEST_CASE(L2Normalization3dInt16, L2Normalization3dInt16Test, DataLayout::NCHW)
770ARMNN_AUTO_TEST_CASE(L2Normalization4dInt16, L2Normalization4dInt16Test, DataLayout::NCHW)
jimfly013aab7c32018-11-12 13:32:08 +0000771
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100772ARMNN_AUTO_TEST_CASE(L2Normalization1dUint8, L2Normalization1dUint8Test, DataLayout::NCHW)
773ARMNN_AUTO_TEST_CASE(L2Normalization2dUint8, L2Normalization2dUint8Test, DataLayout::NCHW)
774ARMNN_AUTO_TEST_CASE(L2Normalization3dUint8, L2Normalization3dUint8Test, DataLayout::NCHW)
775ARMNN_AUTO_TEST_CASE(L2Normalization4dUint8, L2Normalization4dUint8Test, DataLayout::NCHW)
Ferran Balaguerc6138d82019-06-13 17:23:50 +0100776
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100777ARMNN_AUTO_TEST_CASE(L2Normalization1dNhwc, L2Normalization1dTest, DataLayout::NHWC)
778ARMNN_AUTO_TEST_CASE(L2Normalization2dNhwc, L2Normalization2dTest, DataLayout::NHWC)
779ARMNN_AUTO_TEST_CASE(L2Normalization3dNhwc, L2Normalization3dTest, DataLayout::NHWC)
780ARMNN_AUTO_TEST_CASE(L2Normalization4dNhwc, L2Normalization4dTest, DataLayout::NHWC)
Ferran Balaguerc6138d82019-06-13 17:23:50 +0100781
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100782ARMNN_AUTO_TEST_CASE(L2Normalization1dInt16Nhwc, L2Normalization1dInt16Test, DataLayout::NHWC)
783ARMNN_AUTO_TEST_CASE(L2Normalization2dInt16Nhwc, L2Normalization2dInt16Test, DataLayout::NHWC)
784ARMNN_AUTO_TEST_CASE(L2Normalization3dInt16Nhwc, L2Normalization3dInt16Test, DataLayout::NHWC)
785ARMNN_AUTO_TEST_CASE(L2Normalization4dInt16Nhwc, L2Normalization4dInt16Test, DataLayout::NHWC)
telsoa014fcda012018-03-09 14:13:49 +0000786
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100787ARMNN_AUTO_TEST_CASE(L2Normalization1dUint8Nhwc, L2Normalization1dUint8Test, DataLayout::NHWC)
788ARMNN_AUTO_TEST_CASE(L2Normalization2dUint8Nhwc, L2Normalization2dUint8Test, DataLayout::NHWC)
789ARMNN_AUTO_TEST_CASE(L2Normalization3dUint8Nhwc, L2Normalization3dUint8Test, DataLayout::NHWC)
790ARMNN_AUTO_TEST_CASE(L2Normalization4dUint8Nhwc, L2Normalization4dUint8Test, DataLayout::NHWC)
Ferran Balaguerc6138d82019-06-13 17:23:50 +0100791
Matthew Jackson82b15ed2019-07-25 16:14:30 +0100792ARMNN_AUTO_TEST_CASE(L2Normalization2dShape, L2Normalization2dShapeTest);
793
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100794ARMNN_AUTO_TEST_CASE(L2NormalizationDefaultEpsilon, L2NormalizationDefaultEpsilonTest, DataLayout::NCHW)
795ARMNN_AUTO_TEST_CASE(L2NormalizationNonDefaultEpsilon, L2NormalizationNonDefaultEpsilonTest, DataLayout::NCHW)
Ferran Balaguere52211e2019-06-17 12:23:52 +0100796
Mohamed Nour Abouelseoud7420e552018-10-12 12:26:24 +0100797// Pad
Mohamed Nour Abouelseouddd6acea2018-10-18 12:26:19 +0100798ARMNN_AUTO_TEST_CASE(PadFloat322d, PadFloat322dTest)
David Monahan34757812019-06-19 11:47:21 +0100799ARMNN_AUTO_TEST_CASE(PadFloat322dCustomPadding, PadFloat322dCustomPaddingTest)
Mohamed Nour Abouelseouddd6acea2018-10-18 12:26:19 +0100800ARMNN_AUTO_TEST_CASE(PadFloat323d, PadFloat323dTest)
801ARMNN_AUTO_TEST_CASE(PadFloat324d, PadFloat324dTest)
802
803ARMNN_AUTO_TEST_CASE(PadUint82d, PadUint82dTest)
David Monahan34757812019-06-19 11:47:21 +0100804ARMNN_AUTO_TEST_CASE(PadUint82dCustomPadding, PadUint82dCustomPaddingTest)
Mohamed Nour Abouelseouddd6acea2018-10-18 12:26:19 +0100805ARMNN_AUTO_TEST_CASE(PadUint83d, PadUint83dTest)
806ARMNN_AUTO_TEST_CASE(PadUint84d, PadUint84dTest)
Mohamed Nour Abouelseoud7420e552018-10-12 12:26:24 +0100807
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100808ARMNN_AUTO_TEST_CASE(Pad2dQSymm16, Pad2dTestCommon<DataType::QuantisedSymm16>, 2.0f, 0, 0.0f)
809ARMNN_AUTO_TEST_CASE(Pad2dQSymm16CustomPadding, Pad2dTestCommon<DataType::QuantisedSymm16>, 2.0f, 0, 1.0f)
810ARMNN_AUTO_TEST_CASE(Pad3dQSymm16, Pad3dTestCommon<DataType::QuantisedSymm16>, 2.0f, 0)
811ARMNN_AUTO_TEST_CASE(Pad4dQSymm16, Pad4dTestCommon<DataType::QuantisedSymm16>, 2.0f, 0)
Narumol Prangnawarate6eaf662019-07-08 08:57:17 +0100812
telsoa014fcda012018-03-09 14:13:49 +0000813// Constant
814ARMNN_AUTO_TEST_CASE(Constant, ConstantTest)
Nina Drozd58ef2c62019-05-16 12:09:18 +0100815ARMNN_AUTO_TEST_CASE(ConstantUint8, ConstantUint8CustomQuantizationScaleAndOffsetTest)
816ARMNN_AUTO_TEST_CASE(ConstantInt16, ConstantInt16CustomQuantizationScaleAndOffsetTest)
telsoa014fcda012018-03-09 14:13:49 +0000817
818// Concat
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +0100819ARMNN_AUTO_TEST_CASE(Concat1d, Concat1dTest)
820ARMNN_AUTO_TEST_CASE(Concat1dUint8, Concat1dUint8Test)
telsoa014fcda012018-03-09 14:13:49 +0000821
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +0100822ARMNN_AUTO_TEST_CASE(Concat2dDim0, Concat2dDim0Test)
823ARMNN_AUTO_TEST_CASE(Concat2dDim0Uint8, Concat2dDim0Uint8Test)
824ARMNN_AUTO_TEST_CASE(Concat2dDim1, Concat2dDim1Test)
825ARMNN_AUTO_TEST_CASE(Concat2dDim1Uint8, Concat2dDim1Uint8Test)
telsoa014fcda012018-03-09 14:13:49 +0000826
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +0100827ARMNN_AUTO_TEST_CASE(Concat2dDim0DiffInputDims, Concat2dDim0DiffInputDimsTest)
828ARMNN_AUTO_TEST_CASE(Concat2dDim0DiffInputDimsUint8, Concat2dDim0DiffInputDimsUint8Test)
829ARMNN_AUTO_TEST_CASE(Concat2dDim1DiffInputDims, Concat2dDim1DiffInputDimsTest)
830ARMNN_AUTO_TEST_CASE(Concat2dDim1DiffInputDimsUint8, Concat2dDim1DiffInputDimsUint8Test)
telsoa014fcda012018-03-09 14:13:49 +0000831
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +0100832ARMNN_AUTO_TEST_CASE(Concat3dDim0, Concat3dDim0Test)
833ARMNN_AUTO_TEST_CASE(Concat3dDim0Uint8, Concat3dDim0Uint8Test)
834ARMNN_AUTO_TEST_CASE(Concat3dDim1, Concat3dDim1Test)
835ARMNN_AUTO_TEST_CASE(Concat3dDim1Uint8, Concat3dDim1Uint8Test)
836ARMNN_AUTO_TEST_CASE(Concat3dDim2, Concat3dDim2Test, true)
837ARMNN_AUTO_TEST_CASE(Concat3dDim2Uint8, Concat3dDim2Uint8Test, true)
telsoa014fcda012018-03-09 14:13:49 +0000838
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +0100839ARMNN_AUTO_TEST_CASE(Concat3dDim0DiffInputDims, Concat3dDim0DiffInputDimsTest)
840ARMNN_AUTO_TEST_CASE(Concat3dDim0DiffInputDimsUint8, Concat3dDim0DiffInputDimsUint8Test)
841ARMNN_AUTO_TEST_CASE(Concat3dDim1DiffInputDims, Concat3dDim1DiffInputDimsTest)
842ARMNN_AUTO_TEST_CASE(Concat3dDim1DiffInputDimsUint8, Concat3dDim1DiffInputDimsUint8Test)
843ARMNN_AUTO_TEST_CASE(Concat3dDim2DiffInputDims, Concat3dDim2DiffInputDimsTest, true)
844ARMNN_AUTO_TEST_CASE(Concat3dDim2DiffInputDimsUint8, Concat3dDim2DiffInputDimsUint8Test, true)
narpra015cdda352018-11-19 15:30:27 +0000845
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +0100846ARMNN_AUTO_TEST_CASE(Concat4dDim0, Concat4dDim0Test)
847ARMNN_AUTO_TEST_CASE(Concat4dDim1, Concat4dDim1Test)
848ARMNN_AUTO_TEST_CASE(Concat4dDim2, Concat4dDim2Test)
849ARMNN_AUTO_TEST_CASE(Concat4dDim3, Concat4dDim3Test, true)
850ARMNN_AUTO_TEST_CASE(Concat4dDim0Uint8, Concat4dDim0Uint8Test)
851ARMNN_AUTO_TEST_CASE(Concat4dDim1Uint8, Concat4dDim1Uint8Test)
852ARMNN_AUTO_TEST_CASE(Concat4dDim2Uint8, Concat4dDim2Uint8Test)
853ARMNN_AUTO_TEST_CASE(Concat4dDim3Uint8, Concat4dDim3Uint8Test, true)
narpra015cdda352018-11-19 15:30:27 +0000854
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +0100855ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim0, Concat4dDiffShapeDim0Test)
856ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim1, Concat4dDiffShapeDim1Test)
857ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim2, Concat4dDiffShapeDim2Test)
858ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim3, Concat4dDiffShapeDim3Test, true)
859ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim0Uint8, Concat4dDiffShapeDim0Uint8Test)
860ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim1Uint8, Concat4dDiffShapeDim1Uint8Test)
861ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim2Uint8, Concat4dDiffShapeDim2Uint8Test)
862ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim3Uint8, Concat4dDiffShapeDim3Uint8Test, true)
telsoa014fcda012018-03-09 14:13:49 +0000863
864// Floor
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100865ARMNN_AUTO_TEST_CASE(SimpleFloor, SimpleFloorTest<DataType::Float32>)
866ARMNN_AUTO_TEST_CASE(SimpleFloorQuantisedSymm16, SimpleFloorTest<DataType::QuantisedSymm16>)
telsoa014fcda012018-03-09 14:13:49 +0000867
868// Reshape
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100869ARMNN_AUTO_TEST_CASE(SimpleReshapeFloat32, SimpleReshapeTest<DataType::Float32>)
870ARMNN_AUTO_TEST_CASE(SimpleReshapeQuantisedAsymm8, SimpleReshapeTest<DataType::QuantisedAsymm8>)
871ARMNN_AUTO_TEST_CASE(SimpleReshapeQuantisedSymm16, SimpleReshapeTest<DataType::QuantisedSymm16>)
Matthew Jacksondba634f2019-08-15 15:14:18 +0100872ARMNN_AUTO_TEST_CASE(Reshape5d, Reshape5dTest<DataType::Float32>)
telsoa014fcda012018-03-09 14:13:49 +0000873
Mohamed Nour Abouelseouda1d3c6a2018-12-27 12:39:16 +0000874// Rsqrt
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100875ARMNN_AUTO_TEST_CASE(Rsqrt2d, Rsqrt2dTest<DataType::Float32>)
876ARMNN_AUTO_TEST_CASE(Rsqrt3d, Rsqrt3dTest<DataType::Float32>)
877ARMNN_AUTO_TEST_CASE(RsqrtZero, RsqrtZeroTest<DataType::Float32>)
878ARMNN_AUTO_TEST_CASE(RsqrtNegative, RsqrtNegativeTest<DataType::Float32>)
879ARMNN_AUTO_TEST_CASE(Rsqrt2dQuantisedAsymm8, Rsqrt2dTest<DataType::QuantisedAsymm8>)
880ARMNN_AUTO_TEST_CASE(Rsqrt3dQuantisedAsymm8, Rsqrt3dTest<DataType::QuantisedAsymm8>)
881ARMNN_AUTO_TEST_CASE(Rsqrt2dQuantisedSymm16, Rsqrt2dTest<DataType::QuantisedSymm16>)
882ARMNN_AUTO_TEST_CASE(Rsqrt3dQuantisedSymm16, Rsqrt3dTest<DataType::QuantisedSymm16>)
Mohamed Nour Abouelseouda1d3c6a2018-12-27 12:39:16 +0000883
telsoa014fcda012018-03-09 14:13:49 +0000884// Permute
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100885ARMNN_AUTO_TEST_CASE(SimplePermuteFloat32, SimplePermuteTest<DataType::Float32>)
886ARMNN_AUTO_TEST_CASE(PermuteFloat32ValueSet1Test, PermuteValueSet1Test<DataType::Float32>)
887ARMNN_AUTO_TEST_CASE(PermuteFloat32ValueSet2Test, PermuteValueSet2Test<DataType::Float32>)
888ARMNN_AUTO_TEST_CASE(PermuteFloat32ValueSet3Test, PermuteValueSet3Test<DataType::Float32>)
889ARMNN_AUTO_TEST_CASE(SimplePermuteQASymm8, SimplePermuteTest<DataType::QuantisedAsymm8>)
890ARMNN_AUTO_TEST_CASE(PermuteQASymm8ValueSet1Test, PermuteValueSet1Test<DataType::QuantisedAsymm8>)
891ARMNN_AUTO_TEST_CASE(PermuteQASymm8ValueSet2Test, PermuteValueSet2Test<DataType::QuantisedAsymm8>)
892ARMNN_AUTO_TEST_CASE(PermuteQASymm8ValueSet3Test, PermuteValueSet3Test<DataType::QuantisedAsymm8>)
893ARMNN_AUTO_TEST_CASE(SimplePermuteQSymm16, SimplePermuteTest<DataType::QuantisedSymm16>)
894ARMNN_AUTO_TEST_CASE(PermuteQSymm16ValueSet1Test, PermuteValueSet1Test<DataType::QuantisedSymm16>)
895ARMNN_AUTO_TEST_CASE(PermuteQSymm16ValueSet2Test, PermuteValueSet2Test<DataType::QuantisedSymm16>)
896ARMNN_AUTO_TEST_CASE(PermuteQSymm16ValueSet3Test, PermuteValueSet3Test<DataType::QuantisedSymm16>)
telsoa014fcda012018-03-09 14:13:49 +0000897
Matteo Martincigha65b7ae2018-11-14 12:39:55 +0000898// Lstm
Jan Eilers38e05bd2019-06-26 13:10:09 +0100899BOOST_AUTO_TEST_CASE(LstmUtilsZeroVector) {
900 LstmUtilsZeroVectorTest(); }
901BOOST_AUTO_TEST_CASE(LstmUtilsMeanStddevNormalization) {
902 LstmUtilsMeanStddevNormalizationNoneZeroInputTest();
903 LstmUtilsMeanStddevNormalizationAllZeroInputTest();
904 LstmUtilsMeanStddevNormalizationMixedZeroInputTest(); }
905BOOST_AUTO_TEST_CASE(LstmUtilsVectorBatchVectorCwiseProduct) {
906 LstmUtilsVectorBatchVectorCwiseProductTest(); }
907BOOST_AUTO_TEST_CASE(LstmUtilsVectorBatchVectorAdd) {
908 LstmUtilsVectorBatchVectorAddTest(); }
909
Matteo Martincigha65b7ae2018-11-14 12:39:55 +0000910ARMNN_AUTO_TEST_CASE(LstmLayerFloat32WithCifgWithPeepholeNoProjection,
911 LstmLayerFloat32WithCifgWithPeepholeNoProjectionTest)
912ARMNN_AUTO_TEST_CASE(LstmLayerFloat32NoCifgNoPeepholeNoProjection,
913 LstmLayerFloat32NoCifgNoPeepholeNoProjectionTest)
914ARMNN_AUTO_TEST_CASE(LstmLayerFloat32NoCifgWithPeepholeWithProjection,
915 LstmLayerFloat32NoCifgWithPeepholeWithProjectionTest)
916
Jan Eilers38e05bd2019-06-26 13:10:09 +0100917ARMNN_AUTO_TEST_CASE(LstmLayerFloat32NoCifgWithPeepholeWithProjectionWithLayerNorm,
918 LstmLayerFloat32NoCifgWithPeepholeWithProjectionWithLayerNormTest)
919
Conor Kennedyb9971c92019-05-07 07:14:23 +0100920ARMNN_AUTO_TEST_CASE(LstmLayerInt16NoCifgNoPeepholeNoProjection,
921 LstmLayerInt16NoCifgNoPeepholeNoProjectionTest)
922ARMNN_AUTO_TEST_CASE(LstmLayerInt16WithCifgWithPeepholeNoProjection,
923 LstmLayerInt16WithCifgWithPeepholeNoProjectionTest)
924ARMNN_AUTO_TEST_CASE(LstmLayerInt16NoCifgWithPeepholeWithProjection,
925 LstmLayerInt16NoCifgWithPeepholeWithProjectionTest)
926ARMNN_AUTO_TEST_CASE(LstmLayerInt16NoCifgNoPeepholeNoProjectionInt16Constant,
927 LstmLayerInt16NoCifgNoPeepholeNoProjectionInt16ConstantTest)
928
telsoa01c577f2c2018-08-31 09:22:23 +0100929// Convert from Float16 to Float32
930ARMNN_AUTO_TEST_CASE(SimpleConvertFp16ToFp32, SimpleConvertFp16ToFp32Test)
931// Convert from Float32 to Float16
932ARMNN_AUTO_TEST_CASE(SimpleConvertFp32ToFp16, SimpleConvertFp32ToFp16Test)
933
narpra011e4c31d2018-09-28 11:07:51 +0100934// Mean
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100935ARMNN_AUTO_TEST_CASE(MeanSimpleFloat32, MeanSimpleTest<DataType::Float32>)
936ARMNN_AUTO_TEST_CASE(MeanSimpleAxisFloat32, MeanSimpleAxisTest<DataType::Float32>)
937ARMNN_AUTO_TEST_CASE(MeanKeepDimsFloat32, MeanKeepDimsTest<DataType::Float32>)
938ARMNN_AUTO_TEST_CASE(MeanMultipleDimsFloat32, MeanMultipleDimsTest<DataType::Float32>)
939ARMNN_AUTO_TEST_CASE(MeanVts1Float32, MeanVts1Test<DataType::Float32>)
940ARMNN_AUTO_TEST_CASE(MeanVts2Float32, MeanVts2Test<DataType::Float32>)
941ARMNN_AUTO_TEST_CASE(MeanVts3Float32, MeanVts3Test<DataType::Float32>)
narpra011e4c31d2018-09-28 11:07:51 +0100942
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100943ARMNN_AUTO_TEST_CASE(MeanSimpleQuantisedAsymm8, MeanSimpleTest<DataType::QuantisedAsymm8>)
944ARMNN_AUTO_TEST_CASE(MeanSimpleAxisQuantisedAsymm8, MeanSimpleAxisTest<DataType::QuantisedAsymm8>)
945ARMNN_AUTO_TEST_CASE(MeanKeepDimsQuantisedAsymm8, MeanKeepDimsTest<DataType::QuantisedAsymm8>)
946ARMNN_AUTO_TEST_CASE(MeanMultipleDimsQuantisedAsymm8, MeanMultipleDimsTest<DataType::QuantisedAsymm8>)
947ARMNN_AUTO_TEST_CASE(MeanVts1QuantisedAsymm8, MeanVts1Test<DataType::QuantisedAsymm8>)
948ARMNN_AUTO_TEST_CASE(MeanVts2QuantisedAsymm8, MeanVts2Test<DataType::QuantisedAsymm8>)
949ARMNN_AUTO_TEST_CASE(MeanVts3QuantisedAsymm8, MeanVts3Test<DataType::QuantisedAsymm8>)
narpra011e4c31d2018-09-28 11:07:51 +0100950
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100951ARMNN_AUTO_TEST_CASE(MeanSimpleQuantisedSymm16, MeanSimpleTest<DataType::QuantisedSymm16>)
952ARMNN_AUTO_TEST_CASE(MeanSimpleAxisQuantisedSymm16, MeanSimpleAxisTest<DataType::QuantisedSymm16>)
953ARMNN_AUTO_TEST_CASE(MeanKeepDimsQuantisedSymm16, MeanKeepDimsTest<DataType::QuantisedSymm16>)
954ARMNN_AUTO_TEST_CASE(MeanMultipleDimsQuantisedSymm16, MeanMultipleDimsTest<DataType::QuantisedSymm16>)
955ARMNN_AUTO_TEST_CASE(MeanVts1QuantisedSymm16, MeanVts1Test<DataType::QuantisedSymm16>)
956ARMNN_AUTO_TEST_CASE(MeanVts2QuantisedSymm16, MeanVts2Test<DataType::QuantisedSymm16>)
957ARMNN_AUTO_TEST_CASE(MeanVts3QuantisedSymm16, MeanVts3Test<DataType::QuantisedSymm16>)
James Conroyb80775f2019-06-11 11:25:30 +0100958
Éanna Ó Catháin47c1ddb2018-10-12 14:24:13 +0100959ARMNN_AUTO_TEST_CASE(AdditionAfterMaxPool, AdditionAfterMaxPoolTest)
960
Nattapat Chaimanowong3ea76d52018-11-09 14:10:38 +0000961// Space To Batch Nd
962ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleFloat32, SpaceToBatchNdSimpleFloat32Test)
963ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsFloat32, SpaceToBatchNdMultiChannelsFloat32Test)
964ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockFloat32, SpaceToBatchNdMultiBlockFloat32Test)
965ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingFloat32, SpaceToBatchNdPaddingFloat32Test)
966
967ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleUint8, SpaceToBatchNdSimpleUint8Test)
968ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsUint8, SpaceToBatchNdMultiChannelsUint8Test)
969ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockUint8, SpaceToBatchNdMultiBlockUint8Test)
970ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingUint8, SpaceToBatchNdPaddingUint8Test)
971
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +0100972ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleNhwcFloat32, SpaceToBatchNdSimpleNhwcFloat32Test)
973ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsNhwcFloat32, SpaceToBatchNdMultiChannelsNhwcFloat32Test)
974ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockNhwcFloat32, SpaceToBatchNdMultiBlockNhwcFloat32Test)
975ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingNhwcFloat32, SpaceToBatchNdPaddingNhwcFloat32Test)
Nattapat Chaimanowong3ea76d52018-11-09 14:10:38 +0000976
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +0100977ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleNhwcUint8, SpaceToBatchNdSimpleNhwcUint8Test)
978ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsNhwcUint8, SpaceToBatchNdMultiChannelsNhwcUint8Test)
979ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockNhwcUint8, SpaceToBatchNdMultiBlockNhwcUint8Test)
980ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingNhwcUint8, SpaceToBatchNdPaddingNhwcUint8Test)
Nattapat Chaimanowong3ea76d52018-11-09 14:10:38 +0000981
nikraj01120522a2019-05-31 11:33:07 +0100982ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleUint16, SpaceToBatchNdSimpleUint16Test)
983ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsUint16, SpaceToBatchNdMultiChannelsUint16Test)
984ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockUint16, SpaceToBatchNdMultiBlockUint16Test)
985ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingUint16, SpaceToBatchNdPaddingUint16Test)
986
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +0100987ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleNhwcUint16, SpaceToBatchNdSimpleNhwcUint16Test)
988ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsNhwcUint16, SpaceToBatchNdMultiChannelsNhwcUint16Test)
989ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockNhwcUint16, SpaceToBatchNdMultiBlockNhwcUint16Test)
990ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingNhwcUint16, SpaceToBatchNdPaddingNhwcUint16Test)
nikraj01120522a2019-05-31 11:33:07 +0100991
Francis Murtagh57f13d52019-06-24 14:24:36 +0100992// BatchToSpace
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100993ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat1, BatchToSpaceNdNhwcTest1<DataType::Float32>)
994ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat2, BatchToSpaceNdNhwcTest2<DataType::Float32>)
995ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat3, BatchToSpaceNdNhwcTest3<DataType::Float32>)
996ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat4, BatchToSpaceNdNhwcTest4<DataType::Float32>)
997ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat5, BatchToSpaceNdNhwcTest5<DataType::Float32>)
998ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat6, BatchToSpaceNdNhwcTest6<DataType::Float32>)
999ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat7, BatchToSpaceNdNhwcTest7<DataType::Float32>)
Éanna Ó Catháin4e1e1362018-11-12 11:36:34 +00001000
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001001ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint1, BatchToSpaceNdNhwcTest1<DataType::QuantisedAsymm8>)
1002ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint2, BatchToSpaceNdNhwcTest2<DataType::QuantisedAsymm8>)
1003ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint3, BatchToSpaceNdNhwcTest3<DataType::QuantisedAsymm8>)
1004ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint4, BatchToSpaceNdNhwcTest4<DataType::QuantisedAsymm8>)
1005ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint5, BatchToSpaceNdNhwcTest5<DataType::QuantisedAsymm8>)
1006ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint6, BatchToSpaceNdNhwcTest6<DataType::QuantisedAsymm8>)
1007ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint7, BatchToSpaceNdNhwcTest7<DataType::QuantisedAsymm8>)
Éanna Ó Catháin4e1e1362018-11-12 11:36:34 +00001008
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001009ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcQsymm16_1, BatchToSpaceNdNhwcTest1<DataType::QuantisedSymm16>)
1010ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcQsymm16_2, BatchToSpaceNdNhwcTest2<DataType::QuantisedSymm16>)
1011ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcQsymm16_3, BatchToSpaceNdNhwcTest3<DataType::QuantisedSymm16>)
1012ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcQsymm16_4, BatchToSpaceNdNhwcTest4<DataType::QuantisedSymm16>)
1013ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcQsymm16_5, BatchToSpaceNdNhwcTest5<DataType::QuantisedSymm16>)
1014ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcQsymm16_6, BatchToSpaceNdNhwcTest6<DataType::QuantisedSymm16>)
1015ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcQsymm16_7, BatchToSpaceNdNhwcTest7<DataType::QuantisedSymm16>)
Francis Murtaghd0dfe172019-06-25 10:57:10 +01001016
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001017ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat1, BatchToSpaceNdNchwTest1<DataType::Float32>)
1018ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat2, BatchToSpaceNdNchwTest2<DataType::Float32>)
1019ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat3, BatchToSpaceNdNchwTest3<DataType::Float32>)
1020ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat4, BatchToSpaceNdNchwTest4<DataType::Float32>)
1021ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat5, BatchToSpaceNdNchwTest5<DataType::Float32>)
1022ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat6, BatchToSpaceNdNchwTest6<DataType::Float32>)
1023ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat7, BatchToSpaceNdNchwTest7<DataType::Float32>)
Mike Kelly831faed2018-11-28 11:52:08 +00001024
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001025ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint1, BatchToSpaceNdNchwTest1<DataType::QuantisedAsymm8>)
1026ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint2, BatchToSpaceNdNchwTest2<DataType::QuantisedAsymm8>)
1027ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint3, BatchToSpaceNdNchwTest3<DataType::QuantisedAsymm8>)
1028ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint4, BatchToSpaceNdNchwTest4<DataType::QuantisedAsymm8>)
1029ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint5, BatchToSpaceNdNchwTest5<DataType::QuantisedAsymm8>)
1030ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint6, BatchToSpaceNdNchwTest6<DataType::QuantisedAsymm8>)
1031ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint7, BatchToSpaceNdNchwTest7<DataType::QuantisedAsymm8>)
Éanna Ó Catháin262553e2018-11-14 11:26:23 +00001032
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001033ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwQsymm16_1, BatchToSpaceNdNchwTest1<DataType::QuantisedSymm16>)
1034ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwQsymm16_2, BatchToSpaceNdNchwTest2<DataType::QuantisedSymm16>)
1035ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwQsymm16_3, BatchToSpaceNdNchwTest3<DataType::QuantisedSymm16>)
1036ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwQsymm16_4, BatchToSpaceNdNchwTest4<DataType::QuantisedSymm16>)
1037ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwQsymm16_5, BatchToSpaceNdNchwTest5<DataType::QuantisedSymm16>)
1038ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwQsymm16_6, BatchToSpaceNdNchwTest6<DataType::QuantisedSymm16>)
1039ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwQsymm16_7, BatchToSpaceNdNchwTest7<DataType::QuantisedSymm16>)
Francis Murtaghd0dfe172019-06-25 10:57:10 +01001040
1041
Francis Murtagh57f13d52019-06-24 14:24:36 +01001042// SpaceToDepth
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001043ARMNN_AUTO_TEST_CASE(SpaceToDepthNchwAsymmQ8, SpaceToDepthNchwAsymmQ8Test)
1044ARMNN_AUTO_TEST_CASE(SpaceToDepthNhwcAsymmQ8, SpaceToDepthNhwcAsymmQ8Test)
Keith Davisa57eccb2019-06-14 17:33:22 +01001045
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001046ARMNN_AUTO_TEST_CASE(SpaceToDepthNhwc1Float32, SpaceToDepthNhwcFloat32Test1)
1047ARMNN_AUTO_TEST_CASE(SpaceToDepthNchw1Float32, SpaceToDepthNchwFloat32Test1)
James Conroyd2aa85e2019-07-01 17:12:40 +01001048
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001049ARMNN_AUTO_TEST_CASE(SpaceToDepthNhwc2Float32, SpaceToDepthNhwcFloat32Test2)
1050ARMNN_AUTO_TEST_CASE(SpaceToDepthNchw2Float32, SpaceToDepthNchwFloat32Test2)
James Conroyd2aa85e2019-07-01 17:12:40 +01001051
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001052ARMNN_AUTO_TEST_CASE(SpaceToDepthNhwcQSymm16, SpaceToDepthNhwcQSymm16Test)
1053ARMNN_AUTO_TEST_CASE(SpaceToDepthNchwQSymm16, SpaceToDepthNchwQSymm16Test)
Keith Davisa57eccb2019-06-14 17:33:22 +01001054
Nattapat Chaimanowong1216b582018-11-23 15:33:41 +00001055// Strided Slice
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001056ARMNN_AUTO_TEST_CASE(StridedSlice4dFloat32, StridedSlice4dFloat32Test)
1057ARMNN_AUTO_TEST_CASE(StridedSlice4dReverseFloat32, StridedSlice4dReverseFloat32Test)
Nattapat Chaimanowong1216b582018-11-23 15:33:41 +00001058ARMNN_AUTO_TEST_CASE(StridedSliceSimpleStrideFloat32, StridedSliceSimpleStrideFloat32Test)
1059ARMNN_AUTO_TEST_CASE(StridedSliceSimpleRangeMaskFloat32, StridedSliceSimpleRangeMaskFloat32Test)
1060ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskFloat32, StridedSliceShrinkAxisMaskFloat32Test)
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001061ARMNN_AUTO_TEST_CASE(StridedSlice3dFloat32, StridedSlice3dFloat32Test)
1062ARMNN_AUTO_TEST_CASE(StridedSlice3dReverseFloat32, StridedSlice3dReverseFloat32Test)
1063ARMNN_AUTO_TEST_CASE(StridedSlice2dFloat32, StridedSlice2dFloat32Test)
1064ARMNN_AUTO_TEST_CASE(StridedSlice2dReverseFloat32, StridedSlice2dReverseFloat32Test)
Nattapat Chaimanowong1216b582018-11-23 15:33:41 +00001065
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001066ARMNN_AUTO_TEST_CASE(StridedSlice4dUint8, StridedSlice4dUint8Test)
1067ARMNN_AUTO_TEST_CASE(StridedSlice4dReverseUint8, StridedSlice4dReverseUint8Test)
Nattapat Chaimanowong1216b582018-11-23 15:33:41 +00001068ARMNN_AUTO_TEST_CASE(StridedSliceSimpleStrideUint8, StridedSliceSimpleStrideUint8Test)
1069ARMNN_AUTO_TEST_CASE(StridedSliceSimpleRangeMaskUint8, StridedSliceSimpleRangeMaskUint8Test)
1070ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskUint8, StridedSliceShrinkAxisMaskUint8Test)
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001071ARMNN_AUTO_TEST_CASE(StridedSlice3dUint8, StridedSlice3dUint8Test)
1072ARMNN_AUTO_TEST_CASE(StridedSlice3dReverseUint8, StridedSlice3dReverseUint8Test)
1073ARMNN_AUTO_TEST_CASE(StridedSlice2dUint8, StridedSlice2dUint8Test)
1074ARMNN_AUTO_TEST_CASE(StridedSlice2dReverseUint8, StridedSlice2dReverseUint8Test)
Nattapat Chaimanowong1216b582018-11-23 15:33:41 +00001075
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001076ARMNN_AUTO_TEST_CASE(StridedSlice4dInt16, StridedSlice4dInt16Test)
1077ARMNN_AUTO_TEST_CASE(StridedSlice4dReverseInt16, StridedSlice4dReverseInt16Test)
Matteo Martincigh42666a12019-05-29 08:53:41 +01001078ARMNN_AUTO_TEST_CASE(StridedSliceSimpleStrideInt16, StridedSliceSimpleStrideInt16Test)
1079ARMNN_AUTO_TEST_CASE(StridedSliceSimpleRangeMaskInt16, StridedSliceSimpleRangeMaskInt16Test)
1080ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskInt16, StridedSliceShrinkAxisMaskInt16Test)
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001081ARMNN_AUTO_TEST_CASE(StridedSlice3dInt16, StridedSlice3dInt16Test)
1082ARMNN_AUTO_TEST_CASE(StridedSlice3dReverseInt16, StridedSlice3dReverseInt16Test)
1083ARMNN_AUTO_TEST_CASE(StridedSlice2dInt16, StridedSlice2dInt16Test)
1084ARMNN_AUTO_TEST_CASE(StridedSlice2dReverseInt16, StridedSlice2dReverseInt16Test)
Matteo Martincigh42666a12019-05-29 08:53:41 +01001085
Nattapat Chaimanowongcfdcadf2018-12-06 11:54:33 +00001086// Debug
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001087ARMNN_AUTO_TEST_CASE(Debug4dFloat32, Debug4dFloat32Test)
1088ARMNN_AUTO_TEST_CASE(Debug3dFloat32, Debug3dFloat32Test)
1089ARMNN_AUTO_TEST_CASE(Debug2dFloat32, Debug2dFloat32Test)
1090ARMNN_AUTO_TEST_CASE(Debug1dFloat32, Debug1dFloat32Test)
Nattapat Chaimanowongcfdcadf2018-12-06 11:54:33 +00001091
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001092ARMNN_AUTO_TEST_CASE(Debug4dUint8, Debug4dUint8Test)
1093ARMNN_AUTO_TEST_CASE(Debug3dUint8, Debug3dUint8Test)
1094ARMNN_AUTO_TEST_CASE(Debug2dUint8, Debug2dUint8Test)
1095ARMNN_AUTO_TEST_CASE(Debug1dUint8, Debug1dUint8Test)
Nattapat Chaimanowongcfdcadf2018-12-06 11:54:33 +00001096
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001097ARMNN_AUTO_TEST_CASE(Debug4dQSymm16, Debug4dInt16Test)
1098ARMNN_AUTO_TEST_CASE(Debug3dQSymm16, Debug3dInt16Test)
1099ARMNN_AUTO_TEST_CASE(Debug2dQSymm16, Debug2dInt16Test)
1100ARMNN_AUTO_TEST_CASE(Debug1dQSymm16, Debug1dInt16Test)
Narumol Prangnawarat47cfee92019-07-04 10:29:00 +01001101
narpra014951d842019-01-18 16:53:53 +00001102// Gather
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001103ARMNN_AUTO_TEST_CASE(Gather1dParamsFloat, Gather1dParamsFloatTest)
1104ARMNN_AUTO_TEST_CASE(Gather1dParamsUint8, Gather1dParamsUint8Test)
1105ARMNN_AUTO_TEST_CASE(Gather1dParamsInt16, Gather1dParamsInt16Test)
narpra014951d842019-01-18 16:53:53 +00001106ARMNN_AUTO_TEST_CASE(GatherMultiDimParamsFloat, GatherMultiDimParamsFloatTest)
1107ARMNN_AUTO_TEST_CASE(GatherMultiDimParamsUint8, GatherMultiDimParamsUint8Test)
Ellen Norris-Thompsone0dbedf2019-06-24 09:23:38 +01001108ARMNN_AUTO_TEST_CASE(GatherMultiDimParamsInt16, GatherMultiDimParamsInt16Test)
narpra014951d842019-01-18 16:53:53 +00001109ARMNN_AUTO_TEST_CASE(GatherMultiDimParamsMultiDimIndicesFloat, GatherMultiDimParamsMultiDimIndicesFloatTest)
1110ARMNN_AUTO_TEST_CASE(GatherMultiDimParamsMultiDimIndicesUint8, GatherMultiDimParamsMultiDimIndicesUint8Test)
Ellen Norris-Thompsone0dbedf2019-06-24 09:23:38 +01001111ARMNN_AUTO_TEST_CASE(GatherMultiDimParamsMultiDimIndicesInt16, GatherMultiDimParamsMultiDimIndicesInt16Test)
narpra014951d842019-01-18 16:53:53 +00001112
Sadik Armagan9199e582019-09-05 17:35:31 +01001113// Abs
1114ARMNN_AUTO_TEST_CASE(Abs2d, Abs2dTest<DataType::Float32>)
1115ARMNN_AUTO_TEST_CASE(Abs3d, Abs3dTest<DataType::Float32>)
1116ARMNN_AUTO_TEST_CASE(AbsZero, AbsZeroTest<DataType::Float32>)
1117ARMNN_AUTO_TEST_CASE(Abs2dQuantisedAsymm8, Abs2dTest<DataType::QuantisedAsymm8>)
1118ARMNN_AUTO_TEST_CASE(Abs3dQuantisedAsymm8, Abs3dTest<DataType::QuantisedAsymm8>)
1119ARMNN_AUTO_TEST_CASE(Abs2dQuantisedSymm16, Abs2dTest<DataType::QuantisedSymm16>)
1120ARMNN_AUTO_TEST_CASE(Abs3dQuantisedSymm16, Abs3dTest<DataType::QuantisedSymm16>)
1121
Narumol Prangnawarate0a4ad82019-02-04 19:05:27 +00001122// Detection PostProcess
1123BOOST_AUTO_TEST_CASE(DetectionPostProcessRegularNmsFloat)
1124{
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001125 DetectionPostProcessRegularNmsFloatTest<RefWorkloadFactory>();
Narumol Prangnawarate0a4ad82019-02-04 19:05:27 +00001126}
1127BOOST_AUTO_TEST_CASE(DetectionPostProcessFastNmsFloat)
1128{
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001129 DetectionPostProcessFastNmsFloatTest<RefWorkloadFactory>();
Narumol Prangnawarate0a4ad82019-02-04 19:05:27 +00001130}
1131BOOST_AUTO_TEST_CASE(DetectionPostProcessRegularNmsUint8)
1132{
Aron Virginas-Tar6331f912019-06-03 17:10:02 +01001133 DetectionPostProcessRegularNmsQuantizedTest<
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001134 RefWorkloadFactory, DataType::QuantisedAsymm8>();
Narumol Prangnawarate0a4ad82019-02-04 19:05:27 +00001135}
1136BOOST_AUTO_TEST_CASE(DetectionPostProcessFastNmsUint8)
1137{
Aron Virginas-Tar6331f912019-06-03 17:10:02 +01001138 DetectionPostProcessRegularNmsQuantizedTest<
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001139 RefWorkloadFactory, DataType::QuantisedAsymm8>();
Aron Virginas-Tar6331f912019-06-03 17:10:02 +01001140}
1141BOOST_AUTO_TEST_CASE(DetectionPostProcessRegularNmsInt16)
1142{
1143 DetectionPostProcessRegularNmsQuantizedTest<
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001144 RefWorkloadFactory, DataType::QuantisedSymm16>();
Aron Virginas-Tar6331f912019-06-03 17:10:02 +01001145}
1146BOOST_AUTO_TEST_CASE(DetectionPostProcessFastNmsInt16)
1147{
1148 DetectionPostProcessFastNmsQuantizedTest<
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001149 RefWorkloadFactory, DataType::QuantisedSymm16>();
Narumol Prangnawarate0a4ad82019-02-04 19:05:27 +00001150}
1151
Nattapat Chaimanowong8a54ac02019-03-29 15:25:04 +00001152// Dequantize
Nattapat Chaimanowongafa4e3a2019-04-02 11:41:45 +01001153ARMNN_AUTO_TEST_CASE(DequantizeSimpleUint8, DequantizeSimpleUint8Test)
1154ARMNN_AUTO_TEST_CASE(DequantizeOffsetUint8, DequantizeOffsetUint8Test)
1155ARMNN_AUTO_TEST_CASE(DequantizeSimpleInt16, DequantizeSimpleInt16Test)
Narumol Prangnawarate0a4ad82019-02-04 19:05:27 +00001156
Nattapat Chaimanowonga0beb3b2019-04-01 17:04:53 +01001157// Quantize
1158ARMNN_AUTO_TEST_CASE(QuantizeSimpleUint8, QuantizeSimpleUint8Test)
1159ARMNN_AUTO_TEST_CASE(QuantizeClampUint8, QuantizeClampUint8Test)
1160ARMNN_AUTO_TEST_CASE(QuantizeClampInt16, QuantizeClampInt16Test)
1161
Matteo Martincighab9e5252019-06-13 17:27:46 +01001162// PReLU
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001163ARMNN_AUTO_TEST_CASE(PreluFloat32, PreluTest<DataType::Float32>)
1164ARMNN_AUTO_TEST_CASE(PreluUint8, PreluTest<DataType::QuantisedAsymm8>)
1165ARMNN_AUTO_TEST_CASE(PreluInt16, PreluTest<DataType::QuantisedSymm16>)
Matteo Martincighab9e5252019-06-13 17:27:46 +01001166
Aron Virginas-Tar735a4502019-06-26 15:02:47 +01001167// TransposeConvolution2d
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001168ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dFloatNchw,
1169 SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1170 true,
1171 DataLayout::NCHW)
1172ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dFloatNhwc,
1173 SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1174 true,
1175 DataLayout::NHWC)
1176ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dUint8Nchw,
1177 SimpleTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
1178 true,
1179 DataLayout::NCHW)
1180ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dUint8Nhwc,
1181 SimpleTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
1182 true,
1183 DataLayout::NHWC)
1184ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dInt16Nchw,
1185 SimpleTransposeConvolution2dTest<DataType::QuantisedSymm16, DataType::Signed32>,
1186 true,
1187 DataLayout::NCHW)
1188ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dInt16Nhwc,
1189 SimpleTransposeConvolution2dTest<DataType::QuantisedSymm16, DataType::Signed32>,
1190 true,
1191 DataLayout::NCHW)
Aron Virginas-Tar735a4502019-06-26 15:02:47 +01001192
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001193ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dFloatNchw,
1194 SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1195 false,
1196 DataLayout::NCHW)
1197ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dFloatNhwc,
1198 SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1199 true,
1200 DataLayout::NHWC)
1201ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dUint8Nchw,
1202 SimpleTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
1203 true,
1204 DataLayout::NCHW)
1205ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dUint8Nhwc,
1206 SimpleTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
1207 true,
1208 DataLayout::NHWC)
1209ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dInt16Nchw,
1210 SimpleTransposeConvolution2dTest<DataType::QuantisedSymm16, DataType::Signed32>,
1211 true,
1212 DataLayout::NCHW)
1213ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dInt16Nhwc,
1214 SimpleTransposeConvolution2dTest<DataType::QuantisedSymm16, DataType::Signed32>,
1215 true,
1216 DataLayout::NCHW)
Aron Virginas-Tar735a4502019-06-26 15:02:47 +01001217
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001218ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dFloatNchw,
1219 PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1220 true,
1221 DataLayout::NCHW)
1222ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dFloatNhwc,
1223 PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1224 true,
1225 DataLayout::NHWC)
1226ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dUint8Nchw,
1227 PaddedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
1228 true,
1229 DataLayout::NCHW)
1230ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dUint8Nhwc,
1231 PaddedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
1232 true,
1233 DataLayout::NHWC)
1234ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dInt16Nchw,
1235 PaddedTransposeConvolution2dTest<DataType::QuantisedSymm16, DataType::Signed32>,
1236 true,
1237 DataLayout::NCHW)
1238ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dInt16Nhwc,
1239 PaddedTransposeConvolution2dTest<DataType::QuantisedSymm16, DataType::Signed32>,
1240 true,
1241 DataLayout::NCHW)
Aron Virginas-Tar735a4502019-06-26 15:02:47 +01001242
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001243ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dFloatNchw,
1244 PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1245 false,
1246 DataLayout::NCHW)
1247ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dFloatNhwc,
1248 PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1249 true,
1250 DataLayout::NHWC)
1251ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dUint8Nchw,
1252 PaddedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
1253 true,
1254 DataLayout::NCHW)
1255ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dUint8Nhwc,
1256 PaddedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
1257 true,
1258 DataLayout::NHWC)
1259ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dInt16Nchw,
1260 PaddedTransposeConvolution2dTest<DataType::QuantisedSymm16, DataType::Signed32>,
1261 true,
1262 DataLayout::NCHW)
1263ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dInt16Nhwc,
1264 PaddedTransposeConvolution2dTest<DataType::QuantisedSymm16, DataType::Signed32>,
1265 true,
1266 DataLayout::NCHW)
Aron Virginas-Tar735a4502019-06-26 15:02:47 +01001267
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001268ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dFloatNchw,
1269 StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1270 true,
1271 DataLayout::NCHW)
1272ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dFloatNhwc,
1273 StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1274 true,
1275 DataLayout::NHWC)
1276ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dUint8Nchw,
1277 StridedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
1278 true,
1279 DataLayout::NCHW)
1280ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dUint8Nhwc,
1281 StridedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
1282 true,
1283 DataLayout::NHWC)
1284ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dInt16Nchw,
1285 StridedTransposeConvolution2dTest<DataType::QuantisedSymm16, DataType::Signed32>,
1286 true,
1287 DataLayout::NCHW)
1288ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dInt16Nhwc,
1289 StridedTransposeConvolution2dTest<DataType::QuantisedSymm16, DataType::Signed32>,
1290 true,
1291 DataLayout::NCHW)
Aron Virginas-Tar735a4502019-06-26 15:02:47 +01001292
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001293ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dFloatNchw,
1294 StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1295 false,
1296 DataLayout::NCHW)
1297ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dFloatNhwc,
1298 StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1299 true,
1300 DataLayout::NHWC)
1301ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dUint8Nchw,
1302 StridedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
1303 true,
1304 DataLayout::NCHW)
1305ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dUint8Nhwc,
1306 StridedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
1307 true,
1308 DataLayout::NHWC)
1309ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dInt16Nchw,
1310 StridedTransposeConvolution2dTest<DataType::QuantisedSymm16, DataType::Signed32>,
1311 true,
1312 DataLayout::NCHW)
1313ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dInt16Nhwc,
1314 StridedTransposeConvolution2dTest<DataType::QuantisedSymm16, DataType::Signed32>,
1315 true,
1316 DataLayout::NCHW)
1317
1318ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dFloatNchw,
1319 MultiChannelTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1320 DataLayout::NCHW)
1321ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dFloatNhwc,
1322 MultiChannelTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1323 DataLayout::NHWC)
1324ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dUint8Nchw,
1325 MultiChannelTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
1326 DataLayout::NCHW)
1327ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dUint8Nhwc,
1328 MultiChannelTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
1329 DataLayout::NHWC)
1330ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dInt16Nchw,
1331 MultiChannelTransposeConvolution2dTest<DataType::QuantisedSymm16, DataType::Signed32>,
1332 DataLayout::NCHW)
1333ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dInt16Nhwc,
1334 MultiChannelTransposeConvolution2dTest<DataType::QuantisedSymm16, DataType::Signed32>,
1335 DataLayout::NCHW)
Aron Virginas-Tar735a4502019-06-26 15:02:47 +01001336
Matthew Jackson81e601c2019-07-11 12:07:09 +01001337// Stack
Matthew Jacksone69c3992019-09-09 14:31:21 +01001338ARMNN_AUTO_TEST_CASE(Stack0Axis, StackAxis0Float32Test)
1339ARMNN_AUTO_TEST_CASE(StackOutput4DAxis1, StackOutput4DAxis1Float32Test)
1340ARMNN_AUTO_TEST_CASE(StackOutput4DAxis2, StackOutput4DAxis2Float32Test)
1341ARMNN_AUTO_TEST_CASE(StackOutput4DAxis3, StackOutput4DAxis3Float32Test)
1342ARMNN_AUTO_TEST_CASE(StackOutput3DInputs3, StackOutput3DInputs3Float32Test)
1343ARMNN_AUTO_TEST_CASE(StackOutput5D, StackOutput5DFloat32Test)
1344ARMNN_AUTO_TEST_CASE(StackFloat16, StackFloat16Test)
Matthew Jackson81e601c2019-07-11 12:07:09 +01001345
telsoa014fcda012018-03-09 14:13:49 +00001346BOOST_AUTO_TEST_SUITE_END()