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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
Kevin May09ca49c2019-10-09 12:37:34 +0100348// InstanceNormalization
349ARMNN_AUTO_TEST_CASE(InstanceNormFloat32Nchw, InstanceNormFloat32Test, DataLayout::NCHW);
350ARMNN_AUTO_TEST_CASE(InstanceNormFloat16Nchw, InstanceNormFloat16Test, DataLayout::NCHW);
351
352ARMNN_AUTO_TEST_CASE(InstanceNormFloat32Nhwc, InstanceNormFloat32Test, DataLayout::NHWC);
353ARMNN_AUTO_TEST_CASE(InstanceNormFloat16Nhwc, InstanceNormFloat16Test, DataLayout::NHWC);
354
355ARMNN_AUTO_TEST_CASE(InstanceNormFloat32Nchw2, InstanceNormFloat32Test2, DataLayout::NCHW);
356ARMNN_AUTO_TEST_CASE(InstanceNormFloat16Nchw2, InstanceNormFloat16Test2, DataLayout::NCHW);
357
358ARMNN_AUTO_TEST_CASE(InstanceNormFloat32Nhwc2, InstanceNormFloat32Test2, DataLayout::NHWC);
359ARMNN_AUTO_TEST_CASE(InstanceNormFloat16Nhwc2, InstanceNormFloat16Test2, DataLayout::NHWC);
360
Matteo Martincigh8e6f92d2018-10-18 08:45:39 +0100361// Normalization
telsoa014fcda012018-03-09 14:13:49 +0000362ARMNN_AUTO_TEST_CASE(SimpleNormalizationAcross, SimpleNormalizationAcrossTest)
363ARMNN_AUTO_TEST_CASE(SimpleNormalizationWithin, SimpleNormalizationWithinTest)
Matteo Martincigh8e6f92d2018-10-18 08:45:39 +0100364ARMNN_AUTO_TEST_CASE(SimpleNormalizationAcrossNhwc, SimpleNormalizationAcrossNhwcTest)
telsoa014fcda012018-03-09 14:13:49 +0000365
Narumol Prangnawarat65d30962019-03-14 11:55:03 +0000366// Softmax
telsoa014fcda012018-03-09 14:13:49 +0000367ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta1, SimpleSoftmaxTest, 1.0f)
368ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta2, SimpleSoftmaxTest, 2.0f)
369ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta1Uint8, SimpleSoftmaxUint8Test, 1.0f)
370ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta2Uint8, SimpleSoftmaxUint8Test, 2.0f)
371
Narumol Prangnawarat65d30962019-03-14 11:55:03 +0000372ARMNN_AUTO_TEST_CASE(Simple3dSoftmax, Simple3dSoftmaxTest, 1.0f)
373ARMNN_AUTO_TEST_CASE(Simple3dSoftmaxUint8, Simple3dSoftmaxUint8Test, 1.0f)
374
375ARMNN_AUTO_TEST_CASE(Simple4dSoftmax, Simple4dSoftmaxTest, 1.0f)
376ARMNN_AUTO_TEST_CASE(Simple4dSoftmaxUint8, Simple4dSoftmaxUint8Test, 1.0f)
377
Matthew Jackson9bff1442019-09-12 09:08:23 +0100378ARMNN_AUTO_TEST_CASE(SimpleSoftmaxFloat16, SimpleSoftmaxFloat16Test, 1.0f)
379ARMNN_AUTO_TEST_CASE(Simple3dSoftmaxFloat16, Simple3dSoftmaxFloat16Test, 1.0f)
380ARMNN_AUTO_TEST_CASE(Simple4dSoftmaxFloat16, Simple4dSoftmaxFloat16Test, 1.0f)
381
nikraj01248683f2019-05-29 16:46:50 +0100382ARMNN_AUTO_TEST_CASE(SimpleSoftmaxUint16, SimpleSoftmaxUint16Test, 1.0f)
383ARMNN_AUTO_TEST_CASE(Simple3dSoftmaxUint16, Simple3dSoftmaxUint16Test, 1.0f)
384ARMNN_AUTO_TEST_CASE(Simple4dSoftmaxUint16, Simple4dSoftmaxUint16Test, 1.0f)
385
Francis Murtagh07f21212019-07-23 09:50:50 +0100386ARMNN_AUTO_TEST_CASE(Simple2dAxis0Softmax, SimpleAxisSoftmaxTest, 1.0f, 0)
387ARMNN_AUTO_TEST_CASE(Simple2dAxis1Softmax, SimpleAxisSoftmaxTest, 1.0f, 1)
388
389ARMNN_AUTO_TEST_CASE(Simple2dAxis0NegSoftmax, SimpleAxisSoftmaxTest, 1.0f, -2)
390ARMNN_AUTO_TEST_CASE(Simple2dAxis1NegSoftmax, SimpleAxisSoftmaxTest, 1.0f, -1)
391
392ARMNN_AUTO_TEST_CASE(Simple3dAxis0Softmax, Simple3dAxisSoftmaxTest, 1.0f, 0)
393ARMNN_AUTO_TEST_CASE(Simple3dAxis1Softmax, Simple3dAxisSoftmaxTest, 1.0f, 1)
394ARMNN_AUTO_TEST_CASE(Simple3dAxis2Softmax, Simple3dAxisSoftmaxTest, 1.0f, 2)
395
396ARMNN_AUTO_TEST_CASE(Simple3dAxis0NegSoftmax, Simple3dAxisSoftmaxTest, 1.0f, -3)
397ARMNN_AUTO_TEST_CASE(Simple3dAxis1NegSoftmax, Simple3dAxisSoftmaxTest, 1.0f, -2)
398ARMNN_AUTO_TEST_CASE(Simple3dAxis2NegSoftmax, Simple3dAxisSoftmaxTest, 1.0f, -1)
399
400ARMNN_AUTO_TEST_CASE(Simple4dAxis0Softmax, Simple4dAxisSoftmaxTest, 1.0f, 0)
401ARMNN_AUTO_TEST_CASE(Simple4dAxis1Softmax, Simple4dAxisSoftmaxTest, 1.0f, 1)
402ARMNN_AUTO_TEST_CASE(Simple4dAxis2Softmax, Simple4dAxisSoftmaxTest, 1.0f, 2)
403ARMNN_AUTO_TEST_CASE(Simple4dAxis3Softmax, Simple4dAxisSoftmaxTest, 1.0f, 3)
404
405ARMNN_AUTO_TEST_CASE(Simple4dAxis0NegSoftmax, Simple4dAxisSoftmaxTest, 1.0f, -4)
406ARMNN_AUTO_TEST_CASE(Simple4dAxis1NegSoftmax, Simple4dAxisSoftmaxTest, 1.0f, -3)
407ARMNN_AUTO_TEST_CASE(Simple4dAxis2NegSoftmax, Simple4dAxisSoftmaxTest, 1.0f, -2)
408ARMNN_AUTO_TEST_CASE(Simple4dAxis3NegSoftmax, Simple4dAxisSoftmaxTest, 1.0f, -1)
409
Teresa Charlin18515e22019-04-24 10:17:46 +0100410// Sigmoid Activation
telsoa014fcda012018-03-09 14:13:49 +0000411ARMNN_AUTO_TEST_CASE(SimpleSigmoid, SimpleSigmoidTest)
412ARMNN_AUTO_TEST_CASE(SimpleSigmoidUint8, SimpleSigmoidUint8Test)
Teresa Charlin18515e22019-04-24 10:17:46 +0100413ARMNN_AUTO_TEST_CASE(SimpleSigmoidInt16, SimpleSigmoidInt16Test)
telsoa014fcda012018-03-09 14:13:49 +0000414
Teresa Charlin18515e22019-04-24 10:17:46 +0100415// BoundedReLU Activation
telsoa014fcda012018-03-09 14:13:49 +0000416ARMNN_AUTO_TEST_CASE(ReLu1, BoundedReLuUpperAndLowerBoundTest)
417ARMNN_AUTO_TEST_CASE(ReLu6, BoundedReLuUpperBoundOnlyTest)
418ARMNN_AUTO_TEST_CASE(ReLu1Uint8, BoundedReLuUint8UpperAndLowerBoundTest)
419ARMNN_AUTO_TEST_CASE(ReLu6Uint8, BoundedReLuUint8UpperBoundOnlyTest)
Teresa Charlin18515e22019-04-24 10:17:46 +0100420ARMNN_AUTO_TEST_CASE(BoundedReLuInt16, BoundedReLuInt16Test)
421
422// ReLU Activation
konsof017f6db402019-06-07 15:15:58 +0100423ARMNN_AUTO_TEST_CASE(ReLu, ReLuTest)
424ARMNN_AUTO_TEST_CASE(ReLuUint8, ReLuUint8Test)
Teresa Charlin18515e22019-04-24 10:17:46 +0100425ARMNN_AUTO_TEST_CASE(ReLuInt16, ReLuInt16Test)
426
427// SoftReLU Activation
konsof017f6db402019-06-07 15:15:58 +0100428ARMNN_AUTO_TEST_CASE(SoftReLu, SoftReLuTest)
429ARMNN_AUTO_TEST_CASE(SoftReLuUint8, SoftReLuUint8Test)
Teresa Charlin18515e22019-04-24 10:17:46 +0100430ARMNN_AUTO_TEST_CASE(SoftReLuInt16, SoftReLuInt16Test)
431
konsof017f6db402019-06-07 15:15:58 +0100432
Teresa Charlin18515e22019-04-24 10:17:46 +0100433// LeakyReLU Activation
konsof017f6db402019-06-07 15:15:58 +0100434ARMNN_AUTO_TEST_CASE(LeakyReLu, LeakyReLuTest)
435ARMNN_AUTO_TEST_CASE(LeakyReLuUint8, LeakyReLuUint8Test)
Teresa Charlin18515e22019-04-24 10:17:46 +0100436ARMNN_AUTO_TEST_CASE(LeakyReLuInt16, LeakyReLuInt16Test)
437
438// Abs Activation
konsof017f6db402019-06-07 15:15:58 +0100439ARMNN_AUTO_TEST_CASE(Abs, AbsTest)
440ARMNN_AUTO_TEST_CASE(AbsUint8, AbsUint8Test)
Teresa Charlin18515e22019-04-24 10:17:46 +0100441ARMNN_AUTO_TEST_CASE(AbsInt16, AbsInt16Test)
442
443// Sqrt Activation
konsof017f6db402019-06-07 15:15:58 +0100444ARMNN_AUTO_TEST_CASE(Sqrt, SqrtTest)
Sadik Armagan6095ba52019-09-13 17:07:19 +0100445ARMNN_AUTO_TEST_CASE(SqrtNN, SqrtNNTest)
konsof017f6db402019-06-07 15:15:58 +0100446ARMNN_AUTO_TEST_CASE(SqrtUint8, SqrtUint8Test)
Teresa Charlin18515e22019-04-24 10:17:46 +0100447ARMNN_AUTO_TEST_CASE(SqrtInt16, SqrtInt16Test)
448
449// Square Activation
konsof017f6db402019-06-07 15:15:58 +0100450ARMNN_AUTO_TEST_CASE(Square, SquareTest)
451ARMNN_AUTO_TEST_CASE(SquareUint8, SquareUint8Test)
Teresa Charlin18515e22019-04-24 10:17:46 +0100452ARMNN_AUTO_TEST_CASE(SquareInt16, SquareInt16Test)
453
454// Tanh Activation
konsof017f6db402019-06-07 15:15:58 +0100455ARMNN_AUTO_TEST_CASE(Tanh, TanhTest)
456ARMNN_AUTO_TEST_CASE(TanhUint8, TanhUint8Test)
Teresa Charlin18515e22019-04-24 10:17:46 +0100457ARMNN_AUTO_TEST_CASE(TanhInt16, TanhInt16Test)
458
telsoa014fcda012018-03-09 14:13:49 +0000459
Francis Murtagh46c09d02019-05-28 08:15:28 +0100460// Fully Connected
telsoa014fcda012018-03-09 14:13:49 +0000461ARMNN_AUTO_TEST_CASE(SimpleFullyConnected, FullyConnectedFloat32Test, false, false)
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100462ARMNN_AUTO_TEST_CASE(FullyConnectedUint8, FullyConnectedTest<DataType::QuantisedAsymm8>, false)
463ARMNN_AUTO_TEST_CASE(FullyConnectedQSymm16, FullyConnectedTest<DataType::QuantisedSymm16>, false)
telsoa014fcda012018-03-09 14:13:49 +0000464ARMNN_AUTO_TEST_CASE(SimpleFullyConnectedWithBias, FullyConnectedFloat32Test, true, false)
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100465ARMNN_AUTO_TEST_CASE(FullyConnectedBiasedUint8, FullyConnectedTest<DataType::QuantisedAsymm8>, true)
466ARMNN_AUTO_TEST_CASE(FullyConnectedBiasedQSymm16, FullyConnectedTest<DataType::QuantisedSymm16>, true)
telsoa014fcda012018-03-09 14:13:49 +0000467ARMNN_AUTO_TEST_CASE(SimpleFullyConnectedWithTranspose, FullyConnectedFloat32Test, false, true)
468
469ARMNN_AUTO_TEST_CASE(FullyConnectedLarge, FullyConnectedLargeTest, false)
470ARMNN_AUTO_TEST_CASE(FullyConnectedLargeTransposed, FullyConnectedLargeTest, true)
471
472// Splitter
Matthew Jackson9bff1442019-09-12 09:08:23 +0100473ARMNN_AUTO_TEST_CASE(SimpleSplitterFloat32, SplitterFloat32Test)
474ARMNN_AUTO_TEST_CASE(SimpleSplitterFloat16, SplitterFloat16Test)
telsoa01c577f2c2018-08-31 09:22:23 +0100475ARMNN_AUTO_TEST_CASE(SimpleSplitterUint8, SplitterUint8Test)
Ruomei Yan25339c32019-05-28 16:48:20 +0100476ARMNN_AUTO_TEST_CASE(SimpleSplitterInt16, SplitterInt16Test)
telsoa014fcda012018-03-09 14:13:49 +0000477
Matthew Jackson9bff1442019-09-12 09:08:23 +0100478ARMNN_AUTO_TEST_CASE(CopyViaSplitterFloat32, CopyViaSplitterFloat32Test)
479ARMNN_AUTO_TEST_CASE(CopyViaSplitterFloat16, CopyViaSplitterFloat16Test)
telsoa014fcda012018-03-09 14:13:49 +0000480ARMNN_AUTO_TEST_CASE(CopyViaSplitterUint8, CopyViaSplitterUint8Test)
Ruomei Yan25339c32019-05-28 16:48:20 +0100481ARMNN_AUTO_TEST_CASE(CopyViaSplitterInt16, CopyViaSplitterInt16Test)
telsoa014fcda012018-03-09 14:13:49 +0000482
Jim Flynn4ed6c832019-05-20 11:02:46 +0100483// Concat
484ARMNN_AUTO_TEST_CASE(SimpleConcat, ConcatTest)
Matthew Jackson9bff1442019-09-12 09:08:23 +0100485ARMNN_AUTO_TEST_CASE(ConcatFloat16, ConcatFloat16Test)
Jim Flynn4ed6c832019-05-20 11:02:46 +0100486ARMNN_AUTO_TEST_CASE(ConcatUint8, ConcatUint8Test)
487ARMNN_AUTO_TEST_CASE(ConcatUint8DifferentQParams, ConcatUint8DifferentQParamsTest)
488ARMNN_AUTO_TEST_CASE(ConcatUint16, ConcatUint16Test)
Narumol Prangnawarat71c80b12019-06-17 17:45:43 +0100489ARMNN_AUTO_TEST_CASE(ConcatUint8DifferentInputOutputQParam,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100490 ConcatDifferentInputOutputQParamTest<DataType::QuantisedAsymm8>, true)
Narumol Prangnawarat71c80b12019-06-17 17:45:43 +0100491ARMNN_AUTO_TEST_CASE(ConcatInt16DifferentInputOutputQParam,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100492 ConcatDifferentInputOutputQParamTest<DataType::QuantisedSymm16>, true)
telsoa014fcda012018-03-09 14:13:49 +0000493
494// Add
495ARMNN_AUTO_TEST_CASE(SimpleAdd, AdditionTest)
Matthew Jacksondba634f2019-08-15 15:14:18 +0100496ARMNN_AUTO_TEST_CASE(Add5d, Addition5dTest)
telsoa014fcda012018-03-09 14:13:49 +0000497ARMNN_AUTO_TEST_CASE(AddBroadcast1Element, AdditionBroadcast1ElementTest)
498ARMNN_AUTO_TEST_CASE(AddBroadcast, AdditionBroadcastTest)
499
500ARMNN_AUTO_TEST_CASE(AdditionUint8, AdditionUint8Test)
501ARMNN_AUTO_TEST_CASE(AddBroadcastUint8, AdditionBroadcastUint8Test)
502ARMNN_AUTO_TEST_CASE(AddBroadcast1ElementUint8, AdditionBroadcast1ElementUint8Test)
503
Sadik Armagan2999a022019-04-09 14:20:12 +0100504ARMNN_AUTO_TEST_CASE(AdditionInt16, AdditionInt16Test)
505ARMNN_AUTO_TEST_CASE(AddBroadcastInt16, AdditionBroadcastInt16Test)
506ARMNN_AUTO_TEST_CASE(AddBroadcast1ElementInt16, AdditionBroadcast1ElementInt16Test)
507
David Beckf195f032018-09-06 16:46:34 +0100508// Sub
509ARMNN_AUTO_TEST_CASE(SimpleSub, SubtractionTest)
510ARMNN_AUTO_TEST_CASE(SubBroadcast1Element, SubtractionBroadcast1ElementTest)
511ARMNN_AUTO_TEST_CASE(SubBroadcast, SubtractionBroadcastTest)
512
Matthew Jackson9bff1442019-09-12 09:08:23 +0100513ARMNN_AUTO_TEST_CASE(SimpleSubFloat16, SubtractionTest)
514ARMNN_AUTO_TEST_CASE(SubBroadcast1ElementFloat16, SubtractionBroadcast1ElementTest)
515ARMNN_AUTO_TEST_CASE(SubBroadcastFloat16, SubtractionBroadcastTest)
516
David Beck4a8692c2018-09-07 16:19:24 +0100517ARMNN_AUTO_TEST_CASE(SubtractionUint8, SubtractionUint8Test)
David Beckf195f032018-09-06 16:46:34 +0100518ARMNN_AUTO_TEST_CASE(SubBroadcastUint8, SubtractionBroadcastUint8Test)
519ARMNN_AUTO_TEST_CASE(SubBroadcast1ElementUint8, SubtractionBroadcast1ElementUint8Test)
520
Sadik Armagan2999a022019-04-09 14:20:12 +0100521ARMNN_AUTO_TEST_CASE(SubtractionInt16, SubtractionInt16Test)
522ARMNN_AUTO_TEST_CASE(SubBroadcastInt16, SubtractionBroadcastInt16Test)
523ARMNN_AUTO_TEST_CASE(SubBroadcast1ElementInt16, SubtractionBroadcast1ElementInt16Test)
524
Francis Murtaghe7a86a42018-08-29 12:42:10 +0100525// Div
526ARMNN_AUTO_TEST_CASE(SimpleDivision, DivisionTest)
Francis Murtagh8c5e3dc2018-08-30 17:18:37 +0100527ARMNN_AUTO_TEST_CASE(DivisionByZero, DivisionByZeroTest)
Francis Murtaghe7a86a42018-08-29 12:42:10 +0100528ARMNN_AUTO_TEST_CASE(DivisionBroadcast1Element, DivisionBroadcast1ElementTest)
529ARMNN_AUTO_TEST_CASE(DivisionBroadcast1DVector, DivisionBroadcast1DVectorTest)
Matthew Jackson9bff1442019-09-12 09:08:23 +0100530
531ARMNN_AUTO_TEST_CASE(DivisionFloat16, DivisionFloat16Test)
532ARMNN_AUTO_TEST_CASE(DivisionFloat16Broadcast1Element, DivisionBroadcast1ElementFloat16Test)
533ARMNN_AUTO_TEST_CASE(DivisionFloat16Broadcast1DVector, DivisionBroadcast1DVectorFloat16Test)
534
David Beck5cd01f32018-09-12 16:00:08 +0100535// NOTE: division by zero for quantized div needs more attention
536// see IVGCVSW-1849
537ARMNN_AUTO_TEST_CASE(DivisionUint8, DivisionUint8Test)
538ARMNN_AUTO_TEST_CASE(DivisionUint8Broadcast1Element, DivisionBroadcast1ElementUint8Test)
539ARMNN_AUTO_TEST_CASE(DivisionUint8Broadcast1DVector, DivisionBroadcast1DVectorUint8Test)
Francis Murtaghe7a86a42018-08-29 12:42:10 +0100540
Sadik Armagan2999a022019-04-09 14:20:12 +0100541ARMNN_AUTO_TEST_CASE(DivisionInt16, DivisionInt16Test)
542ARMNN_AUTO_TEST_CASE(DivisionInt16Broadcast1Element, DivisionBroadcast1ElementInt16Test)
543ARMNN_AUTO_TEST_CASE(DivisionInt16Broadcast1DVector, DivisionBroadcast1DVectorInt16Test)
544
FrancisMurtagh30cdfca2018-12-18 12:57:35 +0000545// Equal
546ARMNN_AUTO_TEST_CASE(SimpleEqual, EqualSimpleTest)
547ARMNN_AUTO_TEST_CASE(EqualBroadcast1Element, EqualBroadcast1ElementTest)
548ARMNN_AUTO_TEST_CASE(EqualBroadcast1DVector, EqualBroadcast1DVectorTest)
Matthew Jackson9bff1442019-09-12 09:08:23 +0100549ARMNN_AUTO_TEST_CASE(EqualFloat16, EqualFloat16Test)
550ARMNN_AUTO_TEST_CASE(EqualBroadcast1ElementFloat16, EqualBroadcast1ElementFloat16Test)
551ARMNN_AUTO_TEST_CASE(EqualBroadcast1DVectorFloat16, EqualBroadcast1DVectorFloat16Test)
FrancisMurtagh30cdfca2018-12-18 12:57:35 +0000552ARMNN_AUTO_TEST_CASE(EqualUint8, EqualUint8Test)
553ARMNN_AUTO_TEST_CASE(EqualBroadcast1ElementUint8, EqualBroadcast1ElementUint8Test)
554ARMNN_AUTO_TEST_CASE(EqualBroadcast1DVectorUint8, EqualBroadcast1DVectorUint8Test)
555
FrancisMurtagh878f0232018-12-19 10:56:15 +0000556// Greater
557ARMNN_AUTO_TEST_CASE(SimpleGreater, GreaterSimpleTest)
558ARMNN_AUTO_TEST_CASE(GreaterBroadcast1Element, GreaterBroadcast1ElementTest)
559ARMNN_AUTO_TEST_CASE(GreaterBroadcast1DVector, GreaterBroadcast1DVectorTest)
560ARMNN_AUTO_TEST_CASE(GreaterUint8, GreaterUint8Test)
561ARMNN_AUTO_TEST_CASE(GreaterBroadcast1ElementUint8, GreaterBroadcast1ElementUint8Test)
562ARMNN_AUTO_TEST_CASE(GreaterBroadcast1DVectorUint8, GreaterBroadcast1DVectorUint8Test)
Matthew Jackson9bff1442019-09-12 09:08:23 +0100563ARMNN_AUTO_TEST_CASE(GreaterFloat16, GreaterFloat16Test)
564ARMNN_AUTO_TEST_CASE(GreaterBroadcast1ElementFloat16, GreaterBroadcast1ElementFloat16Test)
565ARMNN_AUTO_TEST_CASE(GreaterBroadcast1DVectorFloat16, GreaterBroadcast1DVectorFloat16Test)
FrancisMurtagh878f0232018-12-19 10:56:15 +0000566
Éanna Ó Catháin20e58802018-12-04 10:29:06 +0000567// Max
Éanna Ó Catháinde705582018-12-03 13:04:22 +0000568ARMNN_AUTO_TEST_CASE(SimpleMaximum, MaximumSimpleTest)
569ARMNN_AUTO_TEST_CASE(MaximumBroadcast1Element, MaximumBroadcast1ElementTest)
570ARMNN_AUTO_TEST_CASE(MaximumBroadcast1DVector, MaximumBroadcast1DVectorTest)
Matthew Jackson9bff1442019-09-12 09:08:23 +0100571ARMNN_AUTO_TEST_CASE(MaximumFloat16, MaximumFloat16Test)
572ARMNN_AUTO_TEST_CASE(MaximumBroadcast1ElementFloat16, MaximumBroadcast1ElementFloat16Test)
573ARMNN_AUTO_TEST_CASE(MaximumBroadcast1DVectorFloat16, MaximumBroadcast1DVectorFloat16Test)
Éanna Ó Catháinde705582018-12-03 13:04:22 +0000574ARMNN_AUTO_TEST_CASE(MaximumUint8, MaximumUint8Test)
575ARMNN_AUTO_TEST_CASE(MaximumBroadcast1ElementUint8, MaximumBroadcast1ElementUint8Test)
576ARMNN_AUTO_TEST_CASE(MaximumBroadcast1DVectorUint8, MaximumBroadcast1DVectorUint8Test)
Sadik Armagan2999a022019-04-09 14:20:12 +0100577ARMNN_AUTO_TEST_CASE(MaximumInt16, MaximumInt16Test)
578ARMNN_AUTO_TEST_CASE(MaximumBroadcast1ElementInt16, MaximumBroadcast1ElementInt16Test)
579ARMNN_AUTO_TEST_CASE(MaximumBroadcast1DVectorInt16, MaximumBroadcast1DVectorInt16Test)
Éanna Ó Catháinde705582018-12-03 13:04:22 +0000580
Éanna Ó Catháin20e58802018-12-04 10:29:06 +0000581// Min
582ARMNN_AUTO_TEST_CASE(SimpleMinimum1, MinimumBroadcast1ElementTest1)
583ARMNN_AUTO_TEST_CASE(SimpleMinimum2, MinimumBroadcast1ElementTest2)
584ARMNN_AUTO_TEST_CASE(Minimum1DVectorUint8, MinimumBroadcast1DVectorUint8Test)
Matthew Jackson9bff1442019-09-12 09:08:23 +0100585ARMNN_AUTO_TEST_CASE(MinimumFloat16, MinimumFloat16Test)
586ARMNN_AUTO_TEST_CASE(MinimumBroadcast1ElementFloat16, MinimumBroadcast1ElementFloat16Test)
587ARMNN_AUTO_TEST_CASE(MinimumBroadcast1DVectorFloat16, MinimumBroadcast1DVectorFloat16Test)
Sadik Armagan2999a022019-04-09 14:20:12 +0100588ARMNN_AUTO_TEST_CASE(MinimumInt16, MinimumInt16Test)
589ARMNN_AUTO_TEST_CASE(MinimumBroadcast1ElementInt16, MinimumBroadcast1ElementInt16Test)
590ARMNN_AUTO_TEST_CASE(MinimumBroadcast1DVectorInt16, MinimumBroadcast1DVectorInt16Test)
Éanna Ó Catháin20e58802018-12-04 10:29:06 +0000591
telsoa014fcda012018-03-09 14:13:49 +0000592// Mul
593ARMNN_AUTO_TEST_CASE(SimpleMultiplication, MultiplicationTest)
surmeh01bceff2f2018-03-29 16:29:27 +0100594ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1Element, MultiplicationBroadcast1ElementTest)
595ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1DVector, MultiplicationBroadcast1DVectorTest)
telsoa014fcda012018-03-09 14:13:49 +0000596ARMNN_AUTO_TEST_CASE(MultiplicationUint8, MultiplicationUint8Test)
surmeh01bceff2f2018-03-29 16:29:27 +0100597ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1ElementUint8, MultiplicationBroadcast1ElementUint8Test)
598ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1DVectorUint8, MultiplicationBroadcast1DVectorUint8Test)
Sadik Armagan2999a022019-04-09 14:20:12 +0100599ARMNN_AUTO_TEST_CASE(MultiplicationInt16, MultiplicationInt16Test)
600ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1ElementInt16, MultiplicationBroadcast1ElementInt16Test)
601ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1DVectorInt16, MultiplicationBroadcast1DVectorInt16Test)
Matthew Jacksondba634f2019-08-15 15:14:18 +0100602ARMNN_AUTO_TEST_CASE(Multiplication5d, Multiplication5dTest)
telsoa014fcda012018-03-09 14:13:49 +0000603
604// Batch Norm
Matthew Jackson9bff1442019-09-12 09:08:23 +0100605ARMNN_AUTO_TEST_CASE(BatchNormFloat32, BatchNormFloat32Test)
606ARMNN_AUTO_TEST_CASE(BatchNormFloat32Nhwc, BatchNormFloat32NhwcTest)
607ARMNN_AUTO_TEST_CASE(BatchNormFloat16, BatchNormFloat16Test)
608ARMNN_AUTO_TEST_CASE(BatchNormFloat16Nhwc, BatchNormFloat16NhwcTest)
telsoa014fcda012018-03-09 14:13:49 +0000609ARMNN_AUTO_TEST_CASE(BatchNormUint8, BatchNormUint8Test)
Matteo Martincigh8eb675e2018-10-17 14:43:29 +0100610ARMNN_AUTO_TEST_CASE(BatchNormUint8Nhwc, BatchNormUint8NhwcTest)
Matteo Martincighf5507132019-06-04 10:59:47 +0100611ARMNN_AUTO_TEST_CASE(BatchNormInt16, BatchNormInt16Test)
612ARMNN_AUTO_TEST_CASE(BatchNormInt16Nhwc, BatchNormInt16NhwcTest)
telsoa014fcda012018-03-09 14:13:49 +0000613
James Conroy59540822018-10-11 12:39:05 +0100614// Resize Bilinear - NCHW
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100615ARMNN_AUTO_TEST_CASE(SimpleResizeBilinear,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100616 SimpleResizeBilinearTest<DataType::Float32>,
617 DataLayout::NCHW)
Matthew Jackson9bff1442019-09-12 09:08:23 +0100618ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearFloat16,
619 SimpleResizeBilinearTest<DataType::Float16>,
620 DataLayout::NCHW)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100621ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearUint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100622 SimpleResizeBilinearTest<DataType::QuantisedAsymm8>,
623 DataLayout::NCHW)
Ellen Norris-Thompson3cb85f32019-06-17 11:32:49 +0100624ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearUint16,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100625 SimpleResizeBilinearTest<DataType::QuantisedSymm16>,
626 DataLayout::NCHW)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100627ARMNN_AUTO_TEST_CASE(ResizeBilinearNop,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100628 ResizeBilinearNopTest<DataType::Float32>,
629 DataLayout::NCHW)
Matthew Jackson9bff1442019-09-12 09:08:23 +0100630ARMNN_AUTO_TEST_CASE(ResizeBilinearNopFloat16,
631 ResizeBilinearNopTest<DataType::Float16>,
632 DataLayout::NCHW)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100633ARMNN_AUTO_TEST_CASE(ResizeBilinearNopUint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100634 ResizeBilinearNopTest<DataType::QuantisedAsymm8>,
635 DataLayout::NCHW)
Ellen Norris-Thompson3cb85f32019-06-17 11:32:49 +0100636ARMNN_AUTO_TEST_CASE(esizeBilinearNopUint16,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100637 SimpleResizeBilinearTest<DataType::QuantisedSymm16>,
638 DataLayout::NCHW)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100639ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMin,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100640 ResizeBilinearSqMinTest<DataType::Float32>,
641 DataLayout::NCHW)
Matthew Jackson9bff1442019-09-12 09:08:23 +0100642ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinFloat16,
643 ResizeBilinearSqMinTest<DataType::Float16>,
644 DataLayout::NCHW)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100645ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinUint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100646 ResizeBilinearSqMinTest<DataType::QuantisedAsymm8>,
647 DataLayout::NCHW)
Ellen Norris-Thompson3cb85f32019-06-17 11:32:49 +0100648ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinUint16,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100649 SimpleResizeBilinearTest<DataType::QuantisedSymm16>,
650 DataLayout::NCHW)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100651ARMNN_AUTO_TEST_CASE(ResizeBilinearMin,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100652 ResizeBilinearMinTest<DataType::Float32>,
653 DataLayout::NCHW)
Matthew Jackson9bff1442019-09-12 09:08:23 +0100654ARMNN_AUTO_TEST_CASE(ResizeBilinearMinFloat16,
655 ResizeBilinearMinTest<DataType::Float16>,
656 DataLayout::NCHW)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100657ARMNN_AUTO_TEST_CASE(ResizeBilinearMinUint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100658 ResizeBilinearMinTest<DataType::QuantisedAsymm8>,
659 DataLayout::NCHW)
Ellen Norris-Thompson3cb85f32019-06-17 11:32:49 +0100660ARMNN_AUTO_TEST_CASE(ResizeBilinearMinUint16,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100661 SimpleResizeBilinearTest<DataType::QuantisedSymm16>,
662 DataLayout::NCHW)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100663ARMNN_AUTO_TEST_CASE(ResizeBilinearMag,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100664 ResizeBilinearMagTest<DataType::Float32>,
665 DataLayout::NCHW)
Matthew Jackson9bff1442019-09-12 09:08:23 +0100666ARMNN_AUTO_TEST_CASE(ResizeBilinearMagFloat16,
667 ResizeBilinearMagTest<DataType::Float16>,
668 DataLayout::NCHW)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100669ARMNN_AUTO_TEST_CASE(ResizeBilinearMagUint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100670 ResizeBilinearMagTest<DataType::QuantisedAsymm8>,
671 DataLayout::NCHW)
Ellen Norris-Thompson3cb85f32019-06-17 11:32:49 +0100672ARMNN_AUTO_TEST_CASE(ResizeBilinearMagUint16,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100673 SimpleResizeBilinearTest<DataType::QuantisedSymm16>,
674 DataLayout::NCHW)
telsoa014fcda012018-03-09 14:13:49 +0000675
James Conroy59540822018-10-11 12:39:05 +0100676// Resize Bilinear - NHWC
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100677ARMNN_AUTO_TEST_CASE(ResizeBilinearNopNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100678 ResizeBilinearNopTest<DataType::Float32>,
679 DataLayout::NHWC)
Matthew Jackson9bff1442019-09-12 09:08:23 +0100680ARMNN_AUTO_TEST_CASE(ResizeBilinearNopNhwcFloat16,
681 ResizeBilinearNopTest<DataType::Float16>,
682 DataLayout::NHWC)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100683ARMNN_AUTO_TEST_CASE(ResizeBilinearNopUint8Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100684 ResizeBilinearNopTest<DataType::QuantisedAsymm8>,
685 DataLayout::NHWC)
Ellen Norris-Thompson3cb85f32019-06-17 11:32:49 +0100686ARMNN_AUTO_TEST_CASE(ResizeBilinearNopUint16Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100687 ResizeBilinearNopTest<DataType::QuantisedSymm16>,
688 DataLayout::NHWC)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100689ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100690 SimpleResizeBilinearTest<DataType::Float32>,
691 DataLayout::NHWC)
Matthew Jackson9bff1442019-09-12 09:08:23 +0100692ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearNhwcFloat16,
693 SimpleResizeBilinearTest<DataType::Float16>,
694 DataLayout::NHWC)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100695ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearUint8Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100696 SimpleResizeBilinearTest<DataType::QuantisedAsymm8>,
697 DataLayout::NHWC)
Ellen Norris-Thompson3cb85f32019-06-17 11:32:49 +0100698ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearUint16Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100699 ResizeBilinearNopTest<DataType::QuantisedSymm16>,
700 DataLayout::NHWC)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100701ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100702 ResizeBilinearSqMinTest<DataType::Float32>,
703 DataLayout::NHWC)
Matthew Jackson9bff1442019-09-12 09:08:23 +0100704ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinNhwcFloat16,
705 ResizeBilinearSqMinTest<DataType::Float16>,
706 DataLayout::NHWC)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100707ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinUint8Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100708 ResizeBilinearSqMinTest<DataType::QuantisedAsymm8>,
709 DataLayout::NHWC)
Ellen Norris-Thompson3cb85f32019-06-17 11:32:49 +0100710ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinUint16Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100711 ResizeBilinearNopTest<DataType::QuantisedSymm16>,
712 DataLayout::NHWC)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100713ARMNN_AUTO_TEST_CASE(ResizeBilinearMinNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100714 ResizeBilinearMinTest<DataType::Float32>,
715 DataLayout::NHWC)
Matthew Jackson9bff1442019-09-12 09:08:23 +0100716ARMNN_AUTO_TEST_CASE(ResizeBilinearMinNhwcFloat16,
717 ResizeBilinearMinTest<DataType::Float16>,
718 DataLayout::NHWC)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100719ARMNN_AUTO_TEST_CASE(ResizeBilinearMinUint8Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100720 ResizeBilinearMinTest<DataType::QuantisedAsymm8>,
721 DataLayout::NHWC)
Ellen Norris-Thompson3cb85f32019-06-17 11:32:49 +0100722ARMNN_AUTO_TEST_CASE(ResizeBilinearMinUint16Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100723 ResizeBilinearNopTest<DataType::QuantisedSymm16>,
724 DataLayout::NHWC)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100725ARMNN_AUTO_TEST_CASE(ResizeBilinearMagNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100726 ResizeBilinearMagTest<DataType::Float32>,
727 DataLayout::NHWC)
Matthew Jackson9bff1442019-09-12 09:08:23 +0100728ARMNN_AUTO_TEST_CASE(ResizeBilinearMagNhwcFloat16,
729 ResizeBilinearMagTest<DataType::Float16>,
730 DataLayout::NHWC)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100731ARMNN_AUTO_TEST_CASE(ResizeBilinearMagUint8Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100732 ResizeBilinearMagTest<DataType::QuantisedAsymm8>,
733 DataLayout::NHWC)
Ellen Norris-Thompson3cb85f32019-06-17 11:32:49 +0100734ARMNN_AUTO_TEST_CASE(ResizeBilinearMagUint16Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100735 ResizeBilinearNopTest<DataType::QuantisedSymm16>,
736 DataLayout::NHWC)
James Conroy59540822018-10-11 12:39:05 +0100737
Teresa Charlin970f43b2019-07-01 13:51:07 +0100738// Resize NearestNeighbor - NCHW
739ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighbor,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100740 SimpleResizeNearestNeighborTest<DataType::Float32>,
741 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100742ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborUint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100743 SimpleResizeNearestNeighborTest<DataType::QuantisedAsymm8>,
744 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100745ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborUint16,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100746 SimpleResizeNearestNeighborTest<DataType::QuantisedSymm16>,
747 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100748ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNop,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100749 ResizeNearestNeighborNopTest<DataType::Float32>,
750 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100751ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNopUint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100752 ResizeNearestNeighborNopTest<DataType::QuantisedAsymm8>,
753 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100754ARMNN_AUTO_TEST_CASE(esizeNearestNeighborNopUint16,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100755 SimpleResizeNearestNeighborTest<DataType::QuantisedSymm16>,
756 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100757ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMin,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100758 ResizeNearestNeighborSqMinTest<DataType::Float32>,
759 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100760ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinUint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100761 ResizeNearestNeighborSqMinTest<DataType::QuantisedAsymm8>,
762 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100763ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinUint16,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100764 SimpleResizeNearestNeighborTest<DataType::QuantisedSymm16>,
765 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100766ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMin,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100767 ResizeNearestNeighborMinTest<DataType::Float32>,
768 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100769ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinUint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100770 ResizeNearestNeighborMinTest<DataType::QuantisedAsymm8>,
771 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100772ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinUint16,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100773 SimpleResizeNearestNeighborTest<DataType::QuantisedSymm16>,
774 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100775ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMag,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100776 ResizeNearestNeighborMagTest<DataType::Float32>,
777 DataLayout::NCHW, 0.10f, 50, 0.11f, 20)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100778ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagUint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100779 ResizeNearestNeighborMagTest<DataType::QuantisedAsymm8>,
780 DataLayout::NCHW, 0.10f, 50, 0.11f, 20)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100781ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagUint16,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100782 SimpleResizeNearestNeighborTest<DataType::QuantisedSymm16>,
783 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100784
785// Resize NearestNeighbor - NHWC
786ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNopNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100787 ResizeNearestNeighborNopTest<DataType::Float32>,
788 DataLayout::NHWC)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100789ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNopUint8Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100790 ResizeNearestNeighborNopTest<DataType::QuantisedAsymm8>,
791 DataLayout::NHWC)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100792ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNopUint16Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100793 ResizeNearestNeighborNopTest<DataType::QuantisedSymm16>,
794 DataLayout::NHWC)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100795ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100796 SimpleResizeNearestNeighborTest<DataType::Float32>,
797 DataLayout::NHWC)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100798ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborUint8Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100799 SimpleResizeNearestNeighborTest<DataType::QuantisedAsymm8>,
800 DataLayout::NHWC)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100801ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborUint16Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100802 ResizeNearestNeighborNopTest<DataType::QuantisedSymm16>,
803 DataLayout::NHWC)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100804ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100805 ResizeNearestNeighborSqMinTest<DataType::Float32>,
806 DataLayout::NHWC)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100807ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinUint8Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100808 ResizeNearestNeighborSqMinTest<DataType::QuantisedAsymm8>,
809 DataLayout::NHWC)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100810ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinUint16Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100811 ResizeNearestNeighborNopTest<DataType::QuantisedSymm16>,
812 DataLayout::NHWC)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100813ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100814 ResizeNearestNeighborMinTest<DataType::Float32>,
815 DataLayout::NHWC)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100816ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinUint8Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100817 ResizeNearestNeighborMinTest<DataType::QuantisedAsymm8>,
818 DataLayout::NHWC)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100819ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinUint16Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100820 ResizeNearestNeighborNopTest<DataType::QuantisedSymm16>,
821 DataLayout::NHWC)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100822ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100823 ResizeNearestNeighborMagTest<DataType::Float32>,
824 DataLayout::NHWC, 0.10f, 50, 0.11f, 20)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100825ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagUint8Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100826 ResizeNearestNeighborMagTest<DataType::QuantisedAsymm8>,
827 DataLayout::NHWC, 0.10f, 50, 0.11f, 20)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100828ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagUint16Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100829 ResizeNearestNeighborNopTest<DataType::QuantisedSymm16>,
830 DataLayout::NHWC)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100831
telsoa014fcda012018-03-09 14:13:49 +0000832// Fake Quantization
833ARMNN_AUTO_TEST_CASE(FakeQuantization, FakeQuantizationTest)
834
Matteo Martincigh539b44d2018-10-01 09:26:39 +0100835// L2 Normalization
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100836ARMNN_AUTO_TEST_CASE(L2Normalization1d, L2Normalization1dTest, DataLayout::NCHW)
837ARMNN_AUTO_TEST_CASE(L2Normalization2d, L2Normalization2dTest, DataLayout::NCHW)
838ARMNN_AUTO_TEST_CASE(L2Normalization3d, L2Normalization3dTest, DataLayout::NCHW)
839ARMNN_AUTO_TEST_CASE(L2Normalization4d, L2Normalization4dTest, DataLayout::NCHW)
Ferran Balaguerc6138d82019-06-13 17:23:50 +0100840
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100841ARMNN_AUTO_TEST_CASE(L2Normalization1dInt16, L2Normalization1dInt16Test, DataLayout::NCHW)
842ARMNN_AUTO_TEST_CASE(L2Normalization2dInt16, L2Normalization2dInt16Test, DataLayout::NCHW)
843ARMNN_AUTO_TEST_CASE(L2Normalization3dInt16, L2Normalization3dInt16Test, DataLayout::NCHW)
844ARMNN_AUTO_TEST_CASE(L2Normalization4dInt16, L2Normalization4dInt16Test, DataLayout::NCHW)
jimfly013aab7c32018-11-12 13:32:08 +0000845
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100846ARMNN_AUTO_TEST_CASE(L2Normalization1dUint8, L2Normalization1dUint8Test, DataLayout::NCHW)
847ARMNN_AUTO_TEST_CASE(L2Normalization2dUint8, L2Normalization2dUint8Test, DataLayout::NCHW)
848ARMNN_AUTO_TEST_CASE(L2Normalization3dUint8, L2Normalization3dUint8Test, DataLayout::NCHW)
849ARMNN_AUTO_TEST_CASE(L2Normalization4dUint8, L2Normalization4dUint8Test, DataLayout::NCHW)
Ferran Balaguerc6138d82019-06-13 17:23:50 +0100850
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100851ARMNN_AUTO_TEST_CASE(L2Normalization1dNhwc, L2Normalization1dTest, DataLayout::NHWC)
852ARMNN_AUTO_TEST_CASE(L2Normalization2dNhwc, L2Normalization2dTest, DataLayout::NHWC)
853ARMNN_AUTO_TEST_CASE(L2Normalization3dNhwc, L2Normalization3dTest, DataLayout::NHWC)
854ARMNN_AUTO_TEST_CASE(L2Normalization4dNhwc, L2Normalization4dTest, DataLayout::NHWC)
Ferran Balaguerc6138d82019-06-13 17:23:50 +0100855
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100856ARMNN_AUTO_TEST_CASE(L2Normalization1dInt16Nhwc, L2Normalization1dInt16Test, DataLayout::NHWC)
857ARMNN_AUTO_TEST_CASE(L2Normalization2dInt16Nhwc, L2Normalization2dInt16Test, DataLayout::NHWC)
858ARMNN_AUTO_TEST_CASE(L2Normalization3dInt16Nhwc, L2Normalization3dInt16Test, DataLayout::NHWC)
859ARMNN_AUTO_TEST_CASE(L2Normalization4dInt16Nhwc, L2Normalization4dInt16Test, DataLayout::NHWC)
telsoa014fcda012018-03-09 14:13:49 +0000860
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100861ARMNN_AUTO_TEST_CASE(L2Normalization1dUint8Nhwc, L2Normalization1dUint8Test, DataLayout::NHWC)
862ARMNN_AUTO_TEST_CASE(L2Normalization2dUint8Nhwc, L2Normalization2dUint8Test, DataLayout::NHWC)
863ARMNN_AUTO_TEST_CASE(L2Normalization3dUint8Nhwc, L2Normalization3dUint8Test, DataLayout::NHWC)
864ARMNN_AUTO_TEST_CASE(L2Normalization4dUint8Nhwc, L2Normalization4dUint8Test, DataLayout::NHWC)
Ferran Balaguerc6138d82019-06-13 17:23:50 +0100865
Matthew Jackson82b15ed2019-07-25 16:14:30 +0100866ARMNN_AUTO_TEST_CASE(L2Normalization2dShape, L2Normalization2dShapeTest);
867
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100868ARMNN_AUTO_TEST_CASE(L2NormalizationDefaultEpsilon, L2NormalizationDefaultEpsilonTest, DataLayout::NCHW)
869ARMNN_AUTO_TEST_CASE(L2NormalizationNonDefaultEpsilon, L2NormalizationNonDefaultEpsilonTest, DataLayout::NCHW)
Ferran Balaguere52211e2019-06-17 12:23:52 +0100870
Aron Virginas-Tare662a942019-10-14 15:12:00 +0100871// LogSoftmax
872ARMNN_AUTO_TEST_CASE(LogSoftmaxFloat32_1, LogSoftmaxTest1<DataType::Float32>)
873ARMNN_AUTO_TEST_CASE(LogSoftmaxFloat32_2, LogSoftmaxTest2<DataType::Float32>)
874ARMNN_AUTO_TEST_CASE(LogSoftmaxFloat32_3, LogSoftmaxTest3<DataType::Float32>)
875ARMNN_AUTO_TEST_CASE(LogSoftmaxFloat32_4, LogSoftmaxTest4<DataType::Float32>)
876
877ARMNN_AUTO_TEST_CASE(LogSoftmaxFloat16_1, LogSoftmaxTest1<DataType::Float16>)
878ARMNN_AUTO_TEST_CASE(LogSoftmaxFloat16_2, LogSoftmaxTest2<DataType::Float16>)
879ARMNN_AUTO_TEST_CASE(LogSoftmaxFloat16_3, LogSoftmaxTest3<DataType::Float16>)
880ARMNN_AUTO_TEST_CASE(LogSoftmaxFloat16_4, LogSoftmaxTest4<DataType::Float16>)
881
Mohamed Nour Abouelseoud7420e552018-10-12 12:26:24 +0100882// Pad
Mohamed Nour Abouelseouddd6acea2018-10-18 12:26:19 +0100883ARMNN_AUTO_TEST_CASE(PadFloat322d, PadFloat322dTest)
David Monahan34757812019-06-19 11:47:21 +0100884ARMNN_AUTO_TEST_CASE(PadFloat322dCustomPadding, PadFloat322dCustomPaddingTest)
Mohamed Nour Abouelseouddd6acea2018-10-18 12:26:19 +0100885ARMNN_AUTO_TEST_CASE(PadFloat323d, PadFloat323dTest)
886ARMNN_AUTO_TEST_CASE(PadFloat324d, PadFloat324dTest)
887
888ARMNN_AUTO_TEST_CASE(PadUint82d, PadUint82dTest)
David Monahan34757812019-06-19 11:47:21 +0100889ARMNN_AUTO_TEST_CASE(PadUint82dCustomPadding, PadUint82dCustomPaddingTest)
Mohamed Nour Abouelseouddd6acea2018-10-18 12:26:19 +0100890ARMNN_AUTO_TEST_CASE(PadUint83d, PadUint83dTest)
891ARMNN_AUTO_TEST_CASE(PadUint84d, PadUint84dTest)
Mohamed Nour Abouelseoud7420e552018-10-12 12:26:24 +0100892
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100893ARMNN_AUTO_TEST_CASE(Pad2dQSymm16, Pad2dTestCommon<DataType::QuantisedSymm16>, 2.0f, 0, 0.0f)
894ARMNN_AUTO_TEST_CASE(Pad2dQSymm16CustomPadding, Pad2dTestCommon<DataType::QuantisedSymm16>, 2.0f, 0, 1.0f)
895ARMNN_AUTO_TEST_CASE(Pad3dQSymm16, Pad3dTestCommon<DataType::QuantisedSymm16>, 2.0f, 0)
896ARMNN_AUTO_TEST_CASE(Pad4dQSymm16, Pad4dTestCommon<DataType::QuantisedSymm16>, 2.0f, 0)
Narumol Prangnawarate6eaf662019-07-08 08:57:17 +0100897
telsoa014fcda012018-03-09 14:13:49 +0000898// Constant
899ARMNN_AUTO_TEST_CASE(Constant, ConstantTest)
Nina Drozd58ef2c62019-05-16 12:09:18 +0100900ARMNN_AUTO_TEST_CASE(ConstantUint8, ConstantUint8CustomQuantizationScaleAndOffsetTest)
901ARMNN_AUTO_TEST_CASE(ConstantInt16, ConstantInt16CustomQuantizationScaleAndOffsetTest)
telsoa014fcda012018-03-09 14:13:49 +0000902
903// Concat
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +0100904ARMNN_AUTO_TEST_CASE(Concat1d, Concat1dTest)
905ARMNN_AUTO_TEST_CASE(Concat1dUint8, Concat1dUint8Test)
telsoa014fcda012018-03-09 14:13:49 +0000906
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +0100907ARMNN_AUTO_TEST_CASE(Concat2dDim0, Concat2dDim0Test)
908ARMNN_AUTO_TEST_CASE(Concat2dDim0Uint8, Concat2dDim0Uint8Test)
909ARMNN_AUTO_TEST_CASE(Concat2dDim1, Concat2dDim1Test)
910ARMNN_AUTO_TEST_CASE(Concat2dDim1Uint8, Concat2dDim1Uint8Test)
telsoa014fcda012018-03-09 14:13:49 +0000911
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +0100912ARMNN_AUTO_TEST_CASE(Concat2dDim0DiffInputDims, Concat2dDim0DiffInputDimsTest)
913ARMNN_AUTO_TEST_CASE(Concat2dDim0DiffInputDimsUint8, Concat2dDim0DiffInputDimsUint8Test)
914ARMNN_AUTO_TEST_CASE(Concat2dDim1DiffInputDims, Concat2dDim1DiffInputDimsTest)
915ARMNN_AUTO_TEST_CASE(Concat2dDim1DiffInputDimsUint8, Concat2dDim1DiffInputDimsUint8Test)
telsoa014fcda012018-03-09 14:13:49 +0000916
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +0100917ARMNN_AUTO_TEST_CASE(Concat3dDim0, Concat3dDim0Test)
918ARMNN_AUTO_TEST_CASE(Concat3dDim0Uint8, Concat3dDim0Uint8Test)
919ARMNN_AUTO_TEST_CASE(Concat3dDim1, Concat3dDim1Test)
920ARMNN_AUTO_TEST_CASE(Concat3dDim1Uint8, Concat3dDim1Uint8Test)
921ARMNN_AUTO_TEST_CASE(Concat3dDim2, Concat3dDim2Test, true)
922ARMNN_AUTO_TEST_CASE(Concat3dDim2Uint8, Concat3dDim2Uint8Test, true)
telsoa014fcda012018-03-09 14:13:49 +0000923
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +0100924ARMNN_AUTO_TEST_CASE(Concat3dDim0DiffInputDims, Concat3dDim0DiffInputDimsTest)
925ARMNN_AUTO_TEST_CASE(Concat3dDim0DiffInputDimsUint8, Concat3dDim0DiffInputDimsUint8Test)
926ARMNN_AUTO_TEST_CASE(Concat3dDim1DiffInputDims, Concat3dDim1DiffInputDimsTest)
927ARMNN_AUTO_TEST_CASE(Concat3dDim1DiffInputDimsUint8, Concat3dDim1DiffInputDimsUint8Test)
928ARMNN_AUTO_TEST_CASE(Concat3dDim2DiffInputDims, Concat3dDim2DiffInputDimsTest, true)
929ARMNN_AUTO_TEST_CASE(Concat3dDim2DiffInputDimsUint8, Concat3dDim2DiffInputDimsUint8Test, true)
narpra015cdda352018-11-19 15:30:27 +0000930
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +0100931ARMNN_AUTO_TEST_CASE(Concat4dDim0, Concat4dDim0Test)
932ARMNN_AUTO_TEST_CASE(Concat4dDim1, Concat4dDim1Test)
933ARMNN_AUTO_TEST_CASE(Concat4dDim2, Concat4dDim2Test)
934ARMNN_AUTO_TEST_CASE(Concat4dDim3, Concat4dDim3Test, true)
935ARMNN_AUTO_TEST_CASE(Concat4dDim0Uint8, Concat4dDim0Uint8Test)
936ARMNN_AUTO_TEST_CASE(Concat4dDim1Uint8, Concat4dDim1Uint8Test)
937ARMNN_AUTO_TEST_CASE(Concat4dDim2Uint8, Concat4dDim2Uint8Test)
938ARMNN_AUTO_TEST_CASE(Concat4dDim3Uint8, Concat4dDim3Uint8Test, true)
narpra015cdda352018-11-19 15:30:27 +0000939
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +0100940ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim0, Concat4dDiffShapeDim0Test)
941ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim1, Concat4dDiffShapeDim1Test)
942ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim2, Concat4dDiffShapeDim2Test)
943ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim3, Concat4dDiffShapeDim3Test, true)
944ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim0Uint8, Concat4dDiffShapeDim0Uint8Test)
945ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim1Uint8, Concat4dDiffShapeDim1Uint8Test)
946ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim2Uint8, Concat4dDiffShapeDim2Uint8Test)
947ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim3Uint8, Concat4dDiffShapeDim3Uint8Test, true)
telsoa014fcda012018-03-09 14:13:49 +0000948
949// Floor
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100950ARMNN_AUTO_TEST_CASE(SimpleFloor, SimpleFloorTest<DataType::Float32>)
Matthew Jackson9bff1442019-09-12 09:08:23 +0100951ARMNN_AUTO_TEST_CASE(SimpleFloorFloat16, SimpleFloorTest<DataType::Float16>)
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100952ARMNN_AUTO_TEST_CASE(SimpleFloorQuantisedSymm16, SimpleFloorTest<DataType::QuantisedSymm16>)
telsoa014fcda012018-03-09 14:13:49 +0000953
954// Reshape
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100955ARMNN_AUTO_TEST_CASE(SimpleReshapeFloat32, SimpleReshapeTest<DataType::Float32>)
956ARMNN_AUTO_TEST_CASE(SimpleReshapeQuantisedAsymm8, SimpleReshapeTest<DataType::QuantisedAsymm8>)
957ARMNN_AUTO_TEST_CASE(SimpleReshapeQuantisedSymm16, SimpleReshapeTest<DataType::QuantisedSymm16>)
Matthew Jacksondba634f2019-08-15 15:14:18 +0100958ARMNN_AUTO_TEST_CASE(Reshape5d, Reshape5dTest<DataType::Float32>)
telsoa014fcda012018-03-09 14:13:49 +0000959
Mohamed Nour Abouelseouda1d3c6a2018-12-27 12:39:16 +0000960// Rsqrt
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100961ARMNN_AUTO_TEST_CASE(Rsqrt2d, Rsqrt2dTest<DataType::Float32>)
962ARMNN_AUTO_TEST_CASE(Rsqrt3d, Rsqrt3dTest<DataType::Float32>)
963ARMNN_AUTO_TEST_CASE(RsqrtZero, RsqrtZeroTest<DataType::Float32>)
964ARMNN_AUTO_TEST_CASE(RsqrtNegative, RsqrtNegativeTest<DataType::Float32>)
Matthew Jackson9bff1442019-09-12 09:08:23 +0100965ARMNN_AUTO_TEST_CASE(Rsqrt2dFloat16, Rsqrt2dTest<DataType::Float16>)
966ARMNN_AUTO_TEST_CASE(Rsqrt3dFloat16, Rsqrt3dTest<DataType::Float16>)
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100967ARMNN_AUTO_TEST_CASE(Rsqrt2dQuantisedAsymm8, Rsqrt2dTest<DataType::QuantisedAsymm8>)
968ARMNN_AUTO_TEST_CASE(Rsqrt3dQuantisedAsymm8, Rsqrt3dTest<DataType::QuantisedAsymm8>)
969ARMNN_AUTO_TEST_CASE(Rsqrt2dQuantisedSymm16, Rsqrt2dTest<DataType::QuantisedSymm16>)
970ARMNN_AUTO_TEST_CASE(Rsqrt3dQuantisedSymm16, Rsqrt3dTest<DataType::QuantisedSymm16>)
Mohamed Nour Abouelseouda1d3c6a2018-12-27 12:39:16 +0000971
telsoa014fcda012018-03-09 14:13:49 +0000972// Permute
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100973ARMNN_AUTO_TEST_CASE(SimplePermuteFloat32, SimplePermuteTest<DataType::Float32>)
974ARMNN_AUTO_TEST_CASE(PermuteFloat32ValueSet1Test, PermuteValueSet1Test<DataType::Float32>)
975ARMNN_AUTO_TEST_CASE(PermuteFloat32ValueSet2Test, PermuteValueSet2Test<DataType::Float32>)
976ARMNN_AUTO_TEST_CASE(PermuteFloat32ValueSet3Test, PermuteValueSet3Test<DataType::Float32>)
977ARMNN_AUTO_TEST_CASE(SimplePermuteQASymm8, SimplePermuteTest<DataType::QuantisedAsymm8>)
978ARMNN_AUTO_TEST_CASE(PermuteQASymm8ValueSet1Test, PermuteValueSet1Test<DataType::QuantisedAsymm8>)
979ARMNN_AUTO_TEST_CASE(PermuteQASymm8ValueSet2Test, PermuteValueSet2Test<DataType::QuantisedAsymm8>)
980ARMNN_AUTO_TEST_CASE(PermuteQASymm8ValueSet3Test, PermuteValueSet3Test<DataType::QuantisedAsymm8>)
981ARMNN_AUTO_TEST_CASE(SimplePermuteQSymm16, SimplePermuteTest<DataType::QuantisedSymm16>)
982ARMNN_AUTO_TEST_CASE(PermuteQSymm16ValueSet1Test, PermuteValueSet1Test<DataType::QuantisedSymm16>)
983ARMNN_AUTO_TEST_CASE(PermuteQSymm16ValueSet2Test, PermuteValueSet2Test<DataType::QuantisedSymm16>)
984ARMNN_AUTO_TEST_CASE(PermuteQSymm16ValueSet3Test, PermuteValueSet3Test<DataType::QuantisedSymm16>)
telsoa014fcda012018-03-09 14:13:49 +0000985
Matteo Martincigha65b7ae2018-11-14 12:39:55 +0000986// Lstm
Jan Eilers38e05bd2019-06-26 13:10:09 +0100987BOOST_AUTO_TEST_CASE(LstmUtilsZeroVector) {
988 LstmUtilsZeroVectorTest(); }
989BOOST_AUTO_TEST_CASE(LstmUtilsMeanStddevNormalization) {
990 LstmUtilsMeanStddevNormalizationNoneZeroInputTest();
991 LstmUtilsMeanStddevNormalizationAllZeroInputTest();
992 LstmUtilsMeanStddevNormalizationMixedZeroInputTest(); }
993BOOST_AUTO_TEST_CASE(LstmUtilsVectorBatchVectorCwiseProduct) {
994 LstmUtilsVectorBatchVectorCwiseProductTest(); }
995BOOST_AUTO_TEST_CASE(LstmUtilsVectorBatchVectorAdd) {
996 LstmUtilsVectorBatchVectorAddTest(); }
997
Matteo Martincigha65b7ae2018-11-14 12:39:55 +0000998ARMNN_AUTO_TEST_CASE(LstmLayerFloat32WithCifgWithPeepholeNoProjection,
999 LstmLayerFloat32WithCifgWithPeepholeNoProjectionTest)
1000ARMNN_AUTO_TEST_CASE(LstmLayerFloat32NoCifgNoPeepholeNoProjection,
1001 LstmLayerFloat32NoCifgNoPeepholeNoProjectionTest)
1002ARMNN_AUTO_TEST_CASE(LstmLayerFloat32NoCifgWithPeepholeWithProjection,
1003 LstmLayerFloat32NoCifgWithPeepholeWithProjectionTest)
1004
Jan Eilers38e05bd2019-06-26 13:10:09 +01001005ARMNN_AUTO_TEST_CASE(LstmLayerFloat32NoCifgWithPeepholeWithProjectionWithLayerNorm,
1006 LstmLayerFloat32NoCifgWithPeepholeWithProjectionWithLayerNormTest)
1007
Conor Kennedyb9971c92019-05-07 07:14:23 +01001008ARMNN_AUTO_TEST_CASE(LstmLayerInt16NoCifgNoPeepholeNoProjection,
1009 LstmLayerInt16NoCifgNoPeepholeNoProjectionTest)
1010ARMNN_AUTO_TEST_CASE(LstmLayerInt16WithCifgWithPeepholeNoProjection,
1011 LstmLayerInt16WithCifgWithPeepholeNoProjectionTest)
1012ARMNN_AUTO_TEST_CASE(LstmLayerInt16NoCifgWithPeepholeWithProjection,
1013 LstmLayerInt16NoCifgWithPeepholeWithProjectionTest)
1014ARMNN_AUTO_TEST_CASE(LstmLayerInt16NoCifgNoPeepholeNoProjectionInt16Constant,
1015 LstmLayerInt16NoCifgNoPeepholeNoProjectionInt16ConstantTest)
1016
telsoa01c577f2c2018-08-31 09:22:23 +01001017// Convert from Float16 to Float32
1018ARMNN_AUTO_TEST_CASE(SimpleConvertFp16ToFp32, SimpleConvertFp16ToFp32Test)
1019// Convert from Float32 to Float16
1020ARMNN_AUTO_TEST_CASE(SimpleConvertFp32ToFp16, SimpleConvertFp32ToFp16Test)
1021
narpra011e4c31d2018-09-28 11:07:51 +01001022// Mean
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001023ARMNN_AUTO_TEST_CASE(MeanSimpleFloat32, MeanSimpleTest<DataType::Float32>)
1024ARMNN_AUTO_TEST_CASE(MeanSimpleAxisFloat32, MeanSimpleAxisTest<DataType::Float32>)
1025ARMNN_AUTO_TEST_CASE(MeanKeepDimsFloat32, MeanKeepDimsTest<DataType::Float32>)
1026ARMNN_AUTO_TEST_CASE(MeanMultipleDimsFloat32, MeanMultipleDimsTest<DataType::Float32>)
1027ARMNN_AUTO_TEST_CASE(MeanVts1Float32, MeanVts1Test<DataType::Float32>)
1028ARMNN_AUTO_TEST_CASE(MeanVts2Float32, MeanVts2Test<DataType::Float32>)
1029ARMNN_AUTO_TEST_CASE(MeanVts3Float32, MeanVts3Test<DataType::Float32>)
narpra011e4c31d2018-09-28 11:07:51 +01001030
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001031ARMNN_AUTO_TEST_CASE(MeanSimpleQuantisedAsymm8, MeanSimpleTest<DataType::QuantisedAsymm8>)
1032ARMNN_AUTO_TEST_CASE(MeanSimpleAxisQuantisedAsymm8, MeanSimpleAxisTest<DataType::QuantisedAsymm8>)
1033ARMNN_AUTO_TEST_CASE(MeanKeepDimsQuantisedAsymm8, MeanKeepDimsTest<DataType::QuantisedAsymm8>)
1034ARMNN_AUTO_TEST_CASE(MeanMultipleDimsQuantisedAsymm8, MeanMultipleDimsTest<DataType::QuantisedAsymm8>)
1035ARMNN_AUTO_TEST_CASE(MeanVts1QuantisedAsymm8, MeanVts1Test<DataType::QuantisedAsymm8>)
1036ARMNN_AUTO_TEST_CASE(MeanVts2QuantisedAsymm8, MeanVts2Test<DataType::QuantisedAsymm8>)
1037ARMNN_AUTO_TEST_CASE(MeanVts3QuantisedAsymm8, MeanVts3Test<DataType::QuantisedAsymm8>)
narpra011e4c31d2018-09-28 11:07:51 +01001038
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001039ARMNN_AUTO_TEST_CASE(MeanSimpleQuantisedSymm16, MeanSimpleTest<DataType::QuantisedSymm16>)
1040ARMNN_AUTO_TEST_CASE(MeanSimpleAxisQuantisedSymm16, MeanSimpleAxisTest<DataType::QuantisedSymm16>)
1041ARMNN_AUTO_TEST_CASE(MeanKeepDimsQuantisedSymm16, MeanKeepDimsTest<DataType::QuantisedSymm16>)
1042ARMNN_AUTO_TEST_CASE(MeanMultipleDimsQuantisedSymm16, MeanMultipleDimsTest<DataType::QuantisedSymm16>)
1043ARMNN_AUTO_TEST_CASE(MeanVts1QuantisedSymm16, MeanVts1Test<DataType::QuantisedSymm16>)
1044ARMNN_AUTO_TEST_CASE(MeanVts2QuantisedSymm16, MeanVts2Test<DataType::QuantisedSymm16>)
1045ARMNN_AUTO_TEST_CASE(MeanVts3QuantisedSymm16, MeanVts3Test<DataType::QuantisedSymm16>)
James Conroyb80775f2019-06-11 11:25:30 +01001046
Éanna Ó Catháin47c1ddb2018-10-12 14:24:13 +01001047ARMNN_AUTO_TEST_CASE(AdditionAfterMaxPool, AdditionAfterMaxPoolTest)
1048
Nikhil Raj68c2c902019-09-19 11:21:11 +01001049// ArgMinMax
1050ARMNN_AUTO_TEST_CASE(ArgMaxFloat32, ArgMaxSimpleTest<DataType::Float32>)
1051ARMNN_AUTO_TEST_CASE(ArgMinFloat32, ArgMinSimpleTest<DataType::Float32>)
James Conroyd47a0642019-09-17 14:22:06 +01001052ARMNN_AUTO_TEST_CASE(ArgMinChannelFloat32, ArgMinChannelTest<DataType::Float32>)
1053ARMNN_AUTO_TEST_CASE(ArgMaxChannelFloat32, ArgMaxChannelTest<DataType::Float32>)
1054ARMNN_AUTO_TEST_CASE(ArgMaxHeightFloat32, ArgMaxHeightTest<DataType::Float32>)
1055ARMNN_AUTO_TEST_CASE(ArgMinWidthFloat32, ArgMinWidthTest<DataType::Float32>)
Nikhil Raj68c2c902019-09-19 11:21:11 +01001056
James Conroyd47a0642019-09-17 14:22:06 +01001057ARMNN_AUTO_TEST_CASE(ArgMaxSimpleQuantisedAsymm8, ArgMaxSimpleTest<DataType::QuantisedAsymm8>)
1058ARMNN_AUTO_TEST_CASE(ArgMinSimpleQuantisedAsymm8, ArgMinSimpleTest<DataType::QuantisedAsymm8>)
1059ARMNN_AUTO_TEST_CASE(ArgMinChannelQuantisedAsymm8, ArgMinChannelTest<DataType::QuantisedAsymm8>)
1060ARMNN_AUTO_TEST_CASE(ArgMaxChannelQuantisedAsymm8, ArgMaxChannelTest<DataType::QuantisedAsymm8>)
Nikhil Raj68c2c902019-09-19 11:21:11 +01001061
James Conroyd47a0642019-09-17 14:22:06 +01001062ARMNN_AUTO_TEST_CASE(ArgMaxSimpleQuantisedSymm16, ArgMaxSimpleTest<DataType::QuantisedSymm16>)
1063ARMNN_AUTO_TEST_CASE(ArgMinSimpleQuantisedSymm16, ArgMinSimpleTest<DataType::QuantisedSymm16>)
1064ARMNN_AUTO_TEST_CASE(ArgMinChannelQuantisedSymm16, ArgMinChannelTest<DataType::QuantisedSymm16>)
1065ARMNN_AUTO_TEST_CASE(ArgMaxChannelQuantisedSymm16, ArgMaxChannelTest<DataType::QuantisedSymm16>)
Nikhil Raj68c2c902019-09-19 11:21:11 +01001066
Nattapat Chaimanowong3ea76d52018-11-09 14:10:38 +00001067// Space To Batch Nd
1068ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleFloat32, SpaceToBatchNdSimpleFloat32Test)
1069ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsFloat32, SpaceToBatchNdMultiChannelsFloat32Test)
1070ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockFloat32, SpaceToBatchNdMultiBlockFloat32Test)
1071ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingFloat32, SpaceToBatchNdPaddingFloat32Test)
1072
Matthew Jackson9bff1442019-09-12 09:08:23 +01001073ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleFloat16, SpaceToBatchNdSimpleFloat16Test)
1074ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsFloat16, SpaceToBatchNdMultiChannelsFloat16Test)
1075ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockFloat16, SpaceToBatchNdMultiBlockFloat16Test)
1076ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingFloat16, SpaceToBatchNdPaddingFloat16Test)
1077
Nattapat Chaimanowong3ea76d52018-11-09 14:10:38 +00001078ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleUint8, SpaceToBatchNdSimpleUint8Test)
1079ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsUint8, SpaceToBatchNdMultiChannelsUint8Test)
1080ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockUint8, SpaceToBatchNdMultiBlockUint8Test)
1081ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingUint8, SpaceToBatchNdPaddingUint8Test)
1082
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001083ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleNhwcFloat32, SpaceToBatchNdSimpleNhwcFloat32Test)
1084ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsNhwcFloat32, SpaceToBatchNdMultiChannelsNhwcFloat32Test)
1085ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockNhwcFloat32, SpaceToBatchNdMultiBlockNhwcFloat32Test)
1086ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingNhwcFloat32, SpaceToBatchNdPaddingNhwcFloat32Test)
Nattapat Chaimanowong3ea76d52018-11-09 14:10:38 +00001087
Matthew Jackson9bff1442019-09-12 09:08:23 +01001088ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleNhwcFloat16, SpaceToBatchNdSimpleNhwcFloat16Test)
1089ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsNhwcFloat16, SpaceToBatchNdMultiChannelsNhwcFloat16Test)
1090ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockNhwcFloat16, SpaceToBatchNdMultiBlockNhwcFloat16Test)
1091ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingNhwcFloat16, SpaceToBatchNdPaddingNhwcFloat16Test)
1092
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001093ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleNhwcUint8, SpaceToBatchNdSimpleNhwcUint8Test)
1094ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsNhwcUint8, SpaceToBatchNdMultiChannelsNhwcUint8Test)
1095ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockNhwcUint8, SpaceToBatchNdMultiBlockNhwcUint8Test)
1096ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingNhwcUint8, SpaceToBatchNdPaddingNhwcUint8Test)
Nattapat Chaimanowong3ea76d52018-11-09 14:10:38 +00001097
nikraj01120522a2019-05-31 11:33:07 +01001098ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleUint16, SpaceToBatchNdSimpleUint16Test)
1099ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsUint16, SpaceToBatchNdMultiChannelsUint16Test)
1100ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockUint16, SpaceToBatchNdMultiBlockUint16Test)
1101ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingUint16, SpaceToBatchNdPaddingUint16Test)
1102
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001103ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleNhwcUint16, SpaceToBatchNdSimpleNhwcUint16Test)
1104ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsNhwcUint16, SpaceToBatchNdMultiChannelsNhwcUint16Test)
1105ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockNhwcUint16, SpaceToBatchNdMultiBlockNhwcUint16Test)
1106ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingNhwcUint16, SpaceToBatchNdPaddingNhwcUint16Test)
nikraj01120522a2019-05-31 11:33:07 +01001107
Francis Murtagh57f13d52019-06-24 14:24:36 +01001108// BatchToSpace
Matthew Jackson9bff1442019-09-12 09:08:23 +01001109ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat32_1, BatchToSpaceNdNhwcTest1<DataType::Float32>)
1110ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat32_2, BatchToSpaceNdNhwcTest2<DataType::Float32>)
1111ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat32_3, BatchToSpaceNdNhwcTest3<DataType::Float32>)
1112ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat32_4, BatchToSpaceNdNhwcTest4<DataType::Float32>)
1113ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat32_5, BatchToSpaceNdNhwcTest5<DataType::Float32>)
1114ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat32_6, BatchToSpaceNdNhwcTest6<DataType::Float32>)
1115ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat32_7, BatchToSpaceNdNhwcTest7<DataType::Float32>)
1116
1117ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat16_1, BatchToSpaceNdNhwcTest1<DataType::Float16>)
1118ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat16_2, BatchToSpaceNdNhwcTest2<DataType::Float16>)
1119ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat16_3, BatchToSpaceNdNhwcTest3<DataType::Float16>)
1120ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat16_4, BatchToSpaceNdNhwcTest4<DataType::Float16>)
1121ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat16_5, BatchToSpaceNdNhwcTest5<DataType::Float16>)
1122ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat16_6, BatchToSpaceNdNhwcTest6<DataType::Float16>)
1123ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat16_7, BatchToSpaceNdNhwcTest7<DataType::Float16>)
Éanna Ó Catháin4e1e1362018-11-12 11:36:34 +00001124
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001125ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint1, BatchToSpaceNdNhwcTest1<DataType::QuantisedAsymm8>)
1126ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint2, BatchToSpaceNdNhwcTest2<DataType::QuantisedAsymm8>)
1127ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint3, BatchToSpaceNdNhwcTest3<DataType::QuantisedAsymm8>)
1128ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint4, BatchToSpaceNdNhwcTest4<DataType::QuantisedAsymm8>)
1129ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint5, BatchToSpaceNdNhwcTest5<DataType::QuantisedAsymm8>)
1130ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint6, BatchToSpaceNdNhwcTest6<DataType::QuantisedAsymm8>)
1131ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint7, BatchToSpaceNdNhwcTest7<DataType::QuantisedAsymm8>)
Éanna Ó Catháin4e1e1362018-11-12 11:36:34 +00001132
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001133ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcQsymm16_1, BatchToSpaceNdNhwcTest1<DataType::QuantisedSymm16>)
1134ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcQsymm16_2, BatchToSpaceNdNhwcTest2<DataType::QuantisedSymm16>)
1135ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcQsymm16_3, BatchToSpaceNdNhwcTest3<DataType::QuantisedSymm16>)
1136ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcQsymm16_4, BatchToSpaceNdNhwcTest4<DataType::QuantisedSymm16>)
1137ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcQsymm16_5, BatchToSpaceNdNhwcTest5<DataType::QuantisedSymm16>)
1138ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcQsymm16_6, BatchToSpaceNdNhwcTest6<DataType::QuantisedSymm16>)
1139ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcQsymm16_7, BatchToSpaceNdNhwcTest7<DataType::QuantisedSymm16>)
Francis Murtaghd0dfe172019-06-25 10:57:10 +01001140
Matthew Jackson9bff1442019-09-12 09:08:23 +01001141ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat16_1, BatchToSpaceNdNchwTest1<DataType::Float16>)
1142ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat16_2, BatchToSpaceNdNchwTest2<DataType::Float16>)
1143ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat16_3, BatchToSpaceNdNchwTest3<DataType::Float16>)
1144ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat16_4, BatchToSpaceNdNchwTest4<DataType::Float16>)
1145ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat16_5, BatchToSpaceNdNchwTest5<DataType::Float16>)
1146ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat16_6, BatchToSpaceNdNchwTest6<DataType::Float16>)
1147ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat16_7, BatchToSpaceNdNchwTest7<DataType::Float16>)
Mike Kelly831faed2018-11-28 11:52:08 +00001148
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001149ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint1, BatchToSpaceNdNchwTest1<DataType::QuantisedAsymm8>)
1150ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint2, BatchToSpaceNdNchwTest2<DataType::QuantisedAsymm8>)
1151ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint3, BatchToSpaceNdNchwTest3<DataType::QuantisedAsymm8>)
1152ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint4, BatchToSpaceNdNchwTest4<DataType::QuantisedAsymm8>)
1153ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint5, BatchToSpaceNdNchwTest5<DataType::QuantisedAsymm8>)
1154ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint6, BatchToSpaceNdNchwTest6<DataType::QuantisedAsymm8>)
1155ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint7, BatchToSpaceNdNchwTest7<DataType::QuantisedAsymm8>)
Éanna Ó Catháin262553e2018-11-14 11:26:23 +00001156
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001157ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwQsymm16_1, BatchToSpaceNdNchwTest1<DataType::QuantisedSymm16>)
1158ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwQsymm16_2, BatchToSpaceNdNchwTest2<DataType::QuantisedSymm16>)
1159ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwQsymm16_3, BatchToSpaceNdNchwTest3<DataType::QuantisedSymm16>)
1160ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwQsymm16_4, BatchToSpaceNdNchwTest4<DataType::QuantisedSymm16>)
1161ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwQsymm16_5, BatchToSpaceNdNchwTest5<DataType::QuantisedSymm16>)
1162ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwQsymm16_6, BatchToSpaceNdNchwTest6<DataType::QuantisedSymm16>)
1163ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwQsymm16_7, BatchToSpaceNdNchwTest7<DataType::QuantisedSymm16>)
Francis Murtaghd0dfe172019-06-25 10:57:10 +01001164
Aron Virginas-Tar73f66422019-09-23 19:11:59 +01001165// DepthToSpace
1166ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat32_1, DepthToSpaceTest1<DataType::Float32>, DataLayout::NCHW);
1167ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat32_2, DepthToSpaceTest2<DataType::Float32>, DataLayout::NCHW);
1168ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat32_3, DepthToSpaceTest3<DataType::Float32>, DataLayout::NCHW);
1169ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat32_4, DepthToSpaceTest4<DataType::Float32>, DataLayout::NCHW);
1170
1171ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat16_1, DepthToSpaceTest1<DataType::Float16>, DataLayout::NCHW);
1172ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat16_2, DepthToSpaceTest2<DataType::Float16>, DataLayout::NCHW);
1173ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat16_3, DepthToSpaceTest3<DataType::Float16>, DataLayout::NCHW);
1174ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat16_4, DepthToSpaceTest4<DataType::Float16>, DataLayout::NCHW);
1175
1176ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwUint8_1, DepthToSpaceTest1<DataType::QuantisedAsymm8>, DataLayout::NCHW);
1177ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwUint8_2, DepthToSpaceTest2<DataType::QuantisedAsymm8>, DataLayout::NCHW);
1178ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwUint8_3, DepthToSpaceTest3<DataType::QuantisedAsymm8>, DataLayout::NCHW);
1179ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwUint8_4, DepthToSpaceTest4<DataType::QuantisedAsymm8>, DataLayout::NCHW);
1180
1181ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt16_1, DepthToSpaceTest1<DataType::QuantisedSymm16>, DataLayout::NCHW);
1182ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt16_2, DepthToSpaceTest2<DataType::QuantisedSymm16>, DataLayout::NCHW);
1183ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt16_3, DepthToSpaceTest3<DataType::QuantisedSymm16>, DataLayout::NCHW);
1184ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt16_4, DepthToSpaceTest4<DataType::QuantisedSymm16>, DataLayout::NCHW);
1185
1186ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat32_1, DepthToSpaceTest1<DataType::Float32>, DataLayout::NHWC);
1187ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat32_2, DepthToSpaceTest2<DataType::Float32>, DataLayout::NHWC);
1188ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat32_3, DepthToSpaceTest3<DataType::Float32>, DataLayout::NHWC);
1189ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat32_4, DepthToSpaceTest4<DataType::Float32>, DataLayout::NHWC);
1190
1191ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat16_1, DepthToSpaceTest1<DataType::Float16>, DataLayout::NHWC);
1192ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat16_2, DepthToSpaceTest2<DataType::Float16>, DataLayout::NHWC);
1193ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat16_3, DepthToSpaceTest3<DataType::Float16>, DataLayout::NHWC);
1194ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat16_4, DepthToSpaceTest4<DataType::Float16>, DataLayout::NHWC);
1195
1196ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcUint8_1, DepthToSpaceTest1<DataType::QuantisedAsymm8>, DataLayout::NHWC);
1197ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcUint8_2, DepthToSpaceTest2<DataType::QuantisedAsymm8>, DataLayout::NHWC);
1198ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcUint8_3, DepthToSpaceTest3<DataType::QuantisedAsymm8>, DataLayout::NHWC);
1199ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcUint8_4, DepthToSpaceTest4<DataType::QuantisedAsymm8>, DataLayout::NHWC);
1200
1201ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt16_1, DepthToSpaceTest1<DataType::QuantisedSymm16>, DataLayout::NHWC);
1202ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt16_2, DepthToSpaceTest2<DataType::QuantisedSymm16>, DataLayout::NHWC);
1203ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt16_3, DepthToSpaceTest3<DataType::QuantisedSymm16>, DataLayout::NHWC);
1204ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt16_4, DepthToSpaceTest4<DataType::QuantisedSymm16>, DataLayout::NHWC);
Francis Murtaghd0dfe172019-06-25 10:57:10 +01001205
Francis Murtagh57f13d52019-06-24 14:24:36 +01001206// SpaceToDepth
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001207ARMNN_AUTO_TEST_CASE(SpaceToDepthNchwAsymmQ8, SpaceToDepthNchwAsymmQ8Test)
1208ARMNN_AUTO_TEST_CASE(SpaceToDepthNhwcAsymmQ8, SpaceToDepthNhwcAsymmQ8Test)
Keith Davisa57eccb2019-06-14 17:33:22 +01001209
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001210ARMNN_AUTO_TEST_CASE(SpaceToDepthNhwc1Float32, SpaceToDepthNhwcFloat32Test1)
1211ARMNN_AUTO_TEST_CASE(SpaceToDepthNchw1Float32, SpaceToDepthNchwFloat32Test1)
James Conroyd2aa85e2019-07-01 17:12:40 +01001212
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001213ARMNN_AUTO_TEST_CASE(SpaceToDepthNhwc2Float32, SpaceToDepthNhwcFloat32Test2)
1214ARMNN_AUTO_TEST_CASE(SpaceToDepthNchw2Float32, SpaceToDepthNchwFloat32Test2)
James Conroyd2aa85e2019-07-01 17:12:40 +01001215
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001216ARMNN_AUTO_TEST_CASE(SpaceToDepthNhwcQSymm16, SpaceToDepthNhwcQSymm16Test)
1217ARMNN_AUTO_TEST_CASE(SpaceToDepthNchwQSymm16, SpaceToDepthNchwQSymm16Test)
Keith Davisa57eccb2019-06-14 17:33:22 +01001218
Nattapat Chaimanowong1216b582018-11-23 15:33:41 +00001219// Strided Slice
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001220ARMNN_AUTO_TEST_CASE(StridedSlice4dFloat32, StridedSlice4dFloat32Test)
1221ARMNN_AUTO_TEST_CASE(StridedSlice4dReverseFloat32, StridedSlice4dReverseFloat32Test)
Nattapat Chaimanowong1216b582018-11-23 15:33:41 +00001222ARMNN_AUTO_TEST_CASE(StridedSliceSimpleStrideFloat32, StridedSliceSimpleStrideFloat32Test)
1223ARMNN_AUTO_TEST_CASE(StridedSliceSimpleRangeMaskFloat32, StridedSliceSimpleRangeMaskFloat32Test)
1224ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskFloat32, StridedSliceShrinkAxisMaskFloat32Test)
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001225ARMNN_AUTO_TEST_CASE(StridedSlice3dFloat32, StridedSlice3dFloat32Test)
1226ARMNN_AUTO_TEST_CASE(StridedSlice3dReverseFloat32, StridedSlice3dReverseFloat32Test)
1227ARMNN_AUTO_TEST_CASE(StridedSlice2dFloat32, StridedSlice2dFloat32Test)
1228ARMNN_AUTO_TEST_CASE(StridedSlice2dReverseFloat32, StridedSlice2dReverseFloat32Test)
Nattapat Chaimanowong1216b582018-11-23 15:33:41 +00001229
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001230ARMNN_AUTO_TEST_CASE(StridedSlice4dUint8, StridedSlice4dUint8Test)
1231ARMNN_AUTO_TEST_CASE(StridedSlice4dReverseUint8, StridedSlice4dReverseUint8Test)
Nattapat Chaimanowong1216b582018-11-23 15:33:41 +00001232ARMNN_AUTO_TEST_CASE(StridedSliceSimpleStrideUint8, StridedSliceSimpleStrideUint8Test)
1233ARMNN_AUTO_TEST_CASE(StridedSliceSimpleRangeMaskUint8, StridedSliceSimpleRangeMaskUint8Test)
1234ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskUint8, StridedSliceShrinkAxisMaskUint8Test)
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001235ARMNN_AUTO_TEST_CASE(StridedSlice3dUint8, StridedSlice3dUint8Test)
1236ARMNN_AUTO_TEST_CASE(StridedSlice3dReverseUint8, StridedSlice3dReverseUint8Test)
1237ARMNN_AUTO_TEST_CASE(StridedSlice2dUint8, StridedSlice2dUint8Test)
1238ARMNN_AUTO_TEST_CASE(StridedSlice2dReverseUint8, StridedSlice2dReverseUint8Test)
Nattapat Chaimanowong1216b582018-11-23 15:33:41 +00001239
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001240ARMNN_AUTO_TEST_CASE(StridedSlice4dInt16, StridedSlice4dInt16Test)
1241ARMNN_AUTO_TEST_CASE(StridedSlice4dReverseInt16, StridedSlice4dReverseInt16Test)
Matteo Martincigh42666a12019-05-29 08:53:41 +01001242ARMNN_AUTO_TEST_CASE(StridedSliceSimpleStrideInt16, StridedSliceSimpleStrideInt16Test)
1243ARMNN_AUTO_TEST_CASE(StridedSliceSimpleRangeMaskInt16, StridedSliceSimpleRangeMaskInt16Test)
1244ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskInt16, StridedSliceShrinkAxisMaskInt16Test)
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001245ARMNN_AUTO_TEST_CASE(StridedSlice3dInt16, StridedSlice3dInt16Test)
1246ARMNN_AUTO_TEST_CASE(StridedSlice3dReverseInt16, StridedSlice3dReverseInt16Test)
1247ARMNN_AUTO_TEST_CASE(StridedSlice2dInt16, StridedSlice2dInt16Test)
1248ARMNN_AUTO_TEST_CASE(StridedSlice2dReverseInt16, StridedSlice2dReverseInt16Test)
Matteo Martincigh42666a12019-05-29 08:53:41 +01001249
Nattapat Chaimanowongcfdcadf2018-12-06 11:54:33 +00001250// Debug
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001251ARMNN_AUTO_TEST_CASE(Debug4dFloat32, Debug4dFloat32Test)
1252ARMNN_AUTO_TEST_CASE(Debug3dFloat32, Debug3dFloat32Test)
1253ARMNN_AUTO_TEST_CASE(Debug2dFloat32, Debug2dFloat32Test)
1254ARMNN_AUTO_TEST_CASE(Debug1dFloat32, Debug1dFloat32Test)
Nattapat Chaimanowongcfdcadf2018-12-06 11:54:33 +00001255
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001256ARMNN_AUTO_TEST_CASE(Debug4dUint8, Debug4dUint8Test)
1257ARMNN_AUTO_TEST_CASE(Debug3dUint8, Debug3dUint8Test)
1258ARMNN_AUTO_TEST_CASE(Debug2dUint8, Debug2dUint8Test)
1259ARMNN_AUTO_TEST_CASE(Debug1dUint8, Debug1dUint8Test)
Nattapat Chaimanowongcfdcadf2018-12-06 11:54:33 +00001260
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001261ARMNN_AUTO_TEST_CASE(Debug4dQSymm16, Debug4dInt16Test)
1262ARMNN_AUTO_TEST_CASE(Debug3dQSymm16, Debug3dInt16Test)
1263ARMNN_AUTO_TEST_CASE(Debug2dQSymm16, Debug2dInt16Test)
1264ARMNN_AUTO_TEST_CASE(Debug1dQSymm16, Debug1dInt16Test)
Narumol Prangnawarat47cfee92019-07-04 10:29:00 +01001265
narpra014951d842019-01-18 16:53:53 +00001266// Gather
Matthew Jackson9bff1442019-09-12 09:08:23 +01001267ARMNN_AUTO_TEST_CASE(Gather1dParamsFloat32, Gather1dParamsFloat32Test)
1268ARMNN_AUTO_TEST_CASE(Gather1dParamsFloat16, Gather1dParamsFloat16Test)
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001269ARMNN_AUTO_TEST_CASE(Gather1dParamsUint8, Gather1dParamsUint8Test)
1270ARMNN_AUTO_TEST_CASE(Gather1dParamsInt16, Gather1dParamsInt16Test)
Matthew Jackson9bff1442019-09-12 09:08:23 +01001271ARMNN_AUTO_TEST_CASE(GatherMultiDimParamsFloat32, GatherMultiDimParamsFloat32Test)
1272ARMNN_AUTO_TEST_CASE(GatherMultiDimParamsFloat16, GatherMultiDimParamsFloat16Test)
narpra014951d842019-01-18 16:53:53 +00001273ARMNN_AUTO_TEST_CASE(GatherMultiDimParamsUint8, GatherMultiDimParamsUint8Test)
Ellen Norris-Thompsone0dbedf2019-06-24 09:23:38 +01001274ARMNN_AUTO_TEST_CASE(GatherMultiDimParamsInt16, GatherMultiDimParamsInt16Test)
Matthew Jackson9bff1442019-09-12 09:08:23 +01001275ARMNN_AUTO_TEST_CASE(GatherMultiDimParamsMultiDimIndicesFloat32, GatherMultiDimParamsMultiDimIndicesFloat32Test)
1276ARMNN_AUTO_TEST_CASE(GatherMultiDimParamsMultiDimIndicesFloat16, GatherMultiDimParamsMultiDimIndicesFloat16Test)
narpra014951d842019-01-18 16:53:53 +00001277ARMNN_AUTO_TEST_CASE(GatherMultiDimParamsMultiDimIndicesUint8, GatherMultiDimParamsMultiDimIndicesUint8Test)
Ellen Norris-Thompsone0dbedf2019-06-24 09:23:38 +01001278ARMNN_AUTO_TEST_CASE(GatherMultiDimParamsMultiDimIndicesInt16, GatherMultiDimParamsMultiDimIndicesInt16Test)
narpra014951d842019-01-18 16:53:53 +00001279
Sadik Armagan9199e582019-09-05 17:35:31 +01001280// Abs
1281ARMNN_AUTO_TEST_CASE(Abs2d, Abs2dTest<DataType::Float32>)
1282ARMNN_AUTO_TEST_CASE(Abs3d, Abs3dTest<DataType::Float32>)
1283ARMNN_AUTO_TEST_CASE(AbsZero, AbsZeroTest<DataType::Float32>)
Matthew Jackson9bff1442019-09-12 09:08:23 +01001284ARMNN_AUTO_TEST_CASE(Abs2dFloat16, Abs2dTest<DataType::Float16>)
1285ARMNN_AUTO_TEST_CASE(Abs3dFloat16, Abs3dTest<DataType::Float16>)
Sadik Armagan9199e582019-09-05 17:35:31 +01001286ARMNN_AUTO_TEST_CASE(Abs2dQuantisedAsymm8, Abs2dTest<DataType::QuantisedAsymm8>)
1287ARMNN_AUTO_TEST_CASE(Abs3dQuantisedAsymm8, Abs3dTest<DataType::QuantisedAsymm8>)
1288ARMNN_AUTO_TEST_CASE(Abs2dQuantisedSymm16, Abs2dTest<DataType::QuantisedSymm16>)
1289ARMNN_AUTO_TEST_CASE(Abs3dQuantisedSymm16, Abs3dTest<DataType::QuantisedSymm16>)
1290
Narumol Prangnawarate0a4ad82019-02-04 19:05:27 +00001291// Detection PostProcess
1292BOOST_AUTO_TEST_CASE(DetectionPostProcessRegularNmsFloat)
1293{
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001294 DetectionPostProcessRegularNmsFloatTest<RefWorkloadFactory>();
Narumol Prangnawarate0a4ad82019-02-04 19:05:27 +00001295}
1296BOOST_AUTO_TEST_CASE(DetectionPostProcessFastNmsFloat)
1297{
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001298 DetectionPostProcessFastNmsFloatTest<RefWorkloadFactory>();
Narumol Prangnawarate0a4ad82019-02-04 19:05:27 +00001299}
1300BOOST_AUTO_TEST_CASE(DetectionPostProcessRegularNmsUint8)
1301{
Aron Virginas-Tar6331f912019-06-03 17:10:02 +01001302 DetectionPostProcessRegularNmsQuantizedTest<
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001303 RefWorkloadFactory, DataType::QuantisedAsymm8>();
Narumol Prangnawarate0a4ad82019-02-04 19:05:27 +00001304}
1305BOOST_AUTO_TEST_CASE(DetectionPostProcessFastNmsUint8)
1306{
Aron Virginas-Tar6331f912019-06-03 17:10:02 +01001307 DetectionPostProcessRegularNmsQuantizedTest<
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001308 RefWorkloadFactory, DataType::QuantisedAsymm8>();
Aron Virginas-Tar6331f912019-06-03 17:10:02 +01001309}
1310BOOST_AUTO_TEST_CASE(DetectionPostProcessRegularNmsInt16)
1311{
1312 DetectionPostProcessRegularNmsQuantizedTest<
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001313 RefWorkloadFactory, DataType::QuantisedSymm16>();
Aron Virginas-Tar6331f912019-06-03 17:10:02 +01001314}
1315BOOST_AUTO_TEST_CASE(DetectionPostProcessFastNmsInt16)
1316{
1317 DetectionPostProcessFastNmsQuantizedTest<
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001318 RefWorkloadFactory, DataType::QuantisedSymm16>();
Narumol Prangnawarate0a4ad82019-02-04 19:05:27 +00001319}
1320
Nattapat Chaimanowong8a54ac02019-03-29 15:25:04 +00001321// Dequantize
Nattapat Chaimanowongafa4e3a2019-04-02 11:41:45 +01001322ARMNN_AUTO_TEST_CASE(DequantizeSimpleUint8, DequantizeSimpleUint8Test)
1323ARMNN_AUTO_TEST_CASE(DequantizeOffsetUint8, DequantizeOffsetUint8Test)
1324ARMNN_AUTO_TEST_CASE(DequantizeSimpleInt16, DequantizeSimpleInt16Test)
Narumol Prangnawarate0a4ad82019-02-04 19:05:27 +00001325
Nattapat Chaimanowonga0beb3b2019-04-01 17:04:53 +01001326// Quantize
1327ARMNN_AUTO_TEST_CASE(QuantizeSimpleUint8, QuantizeSimpleUint8Test)
1328ARMNN_AUTO_TEST_CASE(QuantizeClampUint8, QuantizeClampUint8Test)
1329ARMNN_AUTO_TEST_CASE(QuantizeClampInt16, QuantizeClampInt16Test)
1330
Matteo Martincighab9e5252019-06-13 17:27:46 +01001331// PReLU
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001332ARMNN_AUTO_TEST_CASE(PreluFloat32, PreluTest<DataType::Float32>)
Matthew Jackson9bff1442019-09-12 09:08:23 +01001333ARMNN_AUTO_TEST_CASE(PreluFloat16, PreluTest<DataType::Float16>)
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001334ARMNN_AUTO_TEST_CASE(PreluUint8, PreluTest<DataType::QuantisedAsymm8>)
1335ARMNN_AUTO_TEST_CASE(PreluInt16, PreluTest<DataType::QuantisedSymm16>)
Matteo Martincighab9e5252019-06-13 17:27:46 +01001336
Aron Virginas-Tar92b9f872019-09-17 17:27:04 +01001337// Slice
1338ARMNN_AUTO_TEST_CASE(Slice4dFloat32, Slice4dFloat32Test)
1339ARMNN_AUTO_TEST_CASE(Slice3dFloat32, Slice3dFloat32Test)
1340ARMNN_AUTO_TEST_CASE(Slice2dFloat32, Slice2dFloat32Test)
1341ARMNN_AUTO_TEST_CASE(Slice1dFloat32, Slice1dFloat32Test)
1342
1343ARMNN_AUTO_TEST_CASE(Slice4dUint8, Slice4dUint8Test)
1344ARMNN_AUTO_TEST_CASE(Slice3dUint8, Slice3dUint8Test)
1345ARMNN_AUTO_TEST_CASE(Slice2dUint8, Slice2dUint8Test)
1346ARMNN_AUTO_TEST_CASE(Slice1dUint8, Slice1dUint8Test)
1347
1348ARMNN_AUTO_TEST_CASE(Slice4dInt16, Slice4dInt16Test)
1349ARMNN_AUTO_TEST_CASE(Slice3dInt16, Slice3dInt16Test)
1350ARMNN_AUTO_TEST_CASE(Slice2dInt16, Slice2dInt16Test)
1351ARMNN_AUTO_TEST_CASE(Slice1dInt16, Slice1dInt16Test)
1352
Aron Virginas-Tar735a4502019-06-26 15:02:47 +01001353// TransposeConvolution2d
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001354ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dFloatNchw,
1355 SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1356 true,
1357 DataLayout::NCHW)
1358ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dFloatNhwc,
1359 SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1360 true,
1361 DataLayout::NHWC)
1362ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dUint8Nchw,
1363 SimpleTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
1364 true,
1365 DataLayout::NCHW)
1366ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dUint8Nhwc,
1367 SimpleTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
1368 true,
1369 DataLayout::NHWC)
1370ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dInt16Nchw,
1371 SimpleTransposeConvolution2dTest<DataType::QuantisedSymm16, DataType::Signed32>,
1372 true,
1373 DataLayout::NCHW)
1374ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dInt16Nhwc,
1375 SimpleTransposeConvolution2dTest<DataType::QuantisedSymm16, DataType::Signed32>,
1376 true,
1377 DataLayout::NCHW)
Aron Virginas-Tar735a4502019-06-26 15:02:47 +01001378
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001379ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dFloatNchw,
1380 SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1381 false,
1382 DataLayout::NCHW)
1383ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dFloatNhwc,
1384 SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1385 true,
1386 DataLayout::NHWC)
1387ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dUint8Nchw,
1388 SimpleTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
1389 true,
1390 DataLayout::NCHW)
1391ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dUint8Nhwc,
1392 SimpleTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
1393 true,
1394 DataLayout::NHWC)
1395ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dInt16Nchw,
1396 SimpleTransposeConvolution2dTest<DataType::QuantisedSymm16, DataType::Signed32>,
1397 true,
1398 DataLayout::NCHW)
1399ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dInt16Nhwc,
1400 SimpleTransposeConvolution2dTest<DataType::QuantisedSymm16, DataType::Signed32>,
1401 true,
1402 DataLayout::NCHW)
Aron Virginas-Tar735a4502019-06-26 15:02:47 +01001403
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001404ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dFloatNchw,
1405 PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1406 true,
1407 DataLayout::NCHW)
1408ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dFloatNhwc,
1409 PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1410 true,
1411 DataLayout::NHWC)
1412ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dUint8Nchw,
1413 PaddedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
1414 true,
1415 DataLayout::NCHW)
1416ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dUint8Nhwc,
1417 PaddedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
1418 true,
1419 DataLayout::NHWC)
1420ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dInt16Nchw,
1421 PaddedTransposeConvolution2dTest<DataType::QuantisedSymm16, DataType::Signed32>,
1422 true,
1423 DataLayout::NCHW)
1424ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dInt16Nhwc,
1425 PaddedTransposeConvolution2dTest<DataType::QuantisedSymm16, DataType::Signed32>,
1426 true,
1427 DataLayout::NCHW)
Aron Virginas-Tar735a4502019-06-26 15:02:47 +01001428
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001429ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dFloatNchw,
1430 PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1431 false,
1432 DataLayout::NCHW)
1433ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dFloatNhwc,
1434 PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1435 true,
1436 DataLayout::NHWC)
1437ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dUint8Nchw,
1438 PaddedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
1439 true,
1440 DataLayout::NCHW)
1441ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dUint8Nhwc,
1442 PaddedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
1443 true,
1444 DataLayout::NHWC)
1445ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dInt16Nchw,
1446 PaddedTransposeConvolution2dTest<DataType::QuantisedSymm16, DataType::Signed32>,
1447 true,
1448 DataLayout::NCHW)
1449ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dInt16Nhwc,
1450 PaddedTransposeConvolution2dTest<DataType::QuantisedSymm16, DataType::Signed32>,
1451 true,
1452 DataLayout::NCHW)
Aron Virginas-Tar735a4502019-06-26 15:02:47 +01001453
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001454ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dFloatNchw,
1455 StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1456 true,
1457 DataLayout::NCHW)
1458ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dFloatNhwc,
1459 StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1460 true,
1461 DataLayout::NHWC)
1462ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dUint8Nchw,
1463 StridedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
1464 true,
1465 DataLayout::NCHW)
1466ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dUint8Nhwc,
1467 StridedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
1468 true,
1469 DataLayout::NHWC)
1470ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dInt16Nchw,
1471 StridedTransposeConvolution2dTest<DataType::QuantisedSymm16, DataType::Signed32>,
1472 true,
1473 DataLayout::NCHW)
1474ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dInt16Nhwc,
1475 StridedTransposeConvolution2dTest<DataType::QuantisedSymm16, DataType::Signed32>,
1476 true,
1477 DataLayout::NCHW)
Aron Virginas-Tar735a4502019-06-26 15:02:47 +01001478
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001479ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dFloatNchw,
1480 StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1481 false,
1482 DataLayout::NCHW)
1483ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dFloatNhwc,
1484 StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1485 true,
1486 DataLayout::NHWC)
1487ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dUint8Nchw,
1488 StridedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
1489 true,
1490 DataLayout::NCHW)
1491ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dUint8Nhwc,
1492 StridedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
1493 true,
1494 DataLayout::NHWC)
1495ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dInt16Nchw,
1496 StridedTransposeConvolution2dTest<DataType::QuantisedSymm16, DataType::Signed32>,
1497 true,
1498 DataLayout::NCHW)
1499ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dInt16Nhwc,
1500 StridedTransposeConvolution2dTest<DataType::QuantisedSymm16, DataType::Signed32>,
1501 true,
1502 DataLayout::NCHW)
1503
1504ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dFloatNchw,
1505 MultiChannelTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1506 DataLayout::NCHW)
1507ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dFloatNhwc,
1508 MultiChannelTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1509 DataLayout::NHWC)
1510ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dUint8Nchw,
1511 MultiChannelTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
1512 DataLayout::NCHW)
1513ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dUint8Nhwc,
1514 MultiChannelTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
1515 DataLayout::NHWC)
1516ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dInt16Nchw,
1517 MultiChannelTransposeConvolution2dTest<DataType::QuantisedSymm16, DataType::Signed32>,
1518 DataLayout::NCHW)
1519ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dInt16Nhwc,
1520 MultiChannelTransposeConvolution2dTest<DataType::QuantisedSymm16, DataType::Signed32>,
1521 DataLayout::NCHW)
Aron Virginas-Tar735a4502019-06-26 15:02:47 +01001522
Matthew Jackson81e601c2019-07-11 12:07:09 +01001523// Stack
Matthew Jacksone69c3992019-09-09 14:31:21 +01001524ARMNN_AUTO_TEST_CASE(Stack0Axis, StackAxis0Float32Test)
1525ARMNN_AUTO_TEST_CASE(StackOutput4DAxis1, StackOutput4DAxis1Float32Test)
1526ARMNN_AUTO_TEST_CASE(StackOutput4DAxis2, StackOutput4DAxis2Float32Test)
1527ARMNN_AUTO_TEST_CASE(StackOutput4DAxis3, StackOutput4DAxis3Float32Test)
1528ARMNN_AUTO_TEST_CASE(StackOutput3DInputs3, StackOutput3DInputs3Float32Test)
1529ARMNN_AUTO_TEST_CASE(StackOutput5D, StackOutput5DFloat32Test)
1530ARMNN_AUTO_TEST_CASE(StackFloat16, StackFloat16Test)
Matthew Jackson81e601c2019-07-11 12:07:09 +01001531
telsoa014fcda012018-03-09 14:13:49 +00001532BOOST_AUTO_TEST_SUITE_END()