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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
Matteo Martincigh8e6f92d2018-10-18 08:45:39 +0100348// Normalization
telsoa014fcda012018-03-09 14:13:49 +0000349ARMNN_AUTO_TEST_CASE(SimpleNormalizationAcross, SimpleNormalizationAcrossTest)
350ARMNN_AUTO_TEST_CASE(SimpleNormalizationWithin, SimpleNormalizationWithinTest)
Matteo Martincigh8e6f92d2018-10-18 08:45:39 +0100351ARMNN_AUTO_TEST_CASE(SimpleNormalizationAcrossNhwc, SimpleNormalizationAcrossNhwcTest)
telsoa014fcda012018-03-09 14:13:49 +0000352
Narumol Prangnawarat65d30962019-03-14 11:55:03 +0000353// Softmax
telsoa014fcda012018-03-09 14:13:49 +0000354ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta1, SimpleSoftmaxTest, 1.0f)
355ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta2, SimpleSoftmaxTest, 2.0f)
356ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta1Uint8, SimpleSoftmaxUint8Test, 1.0f)
357ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta2Uint8, SimpleSoftmaxUint8Test, 2.0f)
358
Narumol Prangnawarat65d30962019-03-14 11:55:03 +0000359ARMNN_AUTO_TEST_CASE(Simple3dSoftmax, Simple3dSoftmaxTest, 1.0f)
360ARMNN_AUTO_TEST_CASE(Simple3dSoftmaxUint8, Simple3dSoftmaxUint8Test, 1.0f)
361
362ARMNN_AUTO_TEST_CASE(Simple4dSoftmax, Simple4dSoftmaxTest, 1.0f)
363ARMNN_AUTO_TEST_CASE(Simple4dSoftmaxUint8, Simple4dSoftmaxUint8Test, 1.0f)
364
Matthew Jackson9bff1442019-09-12 09:08:23 +0100365ARMNN_AUTO_TEST_CASE(SimpleSoftmaxFloat16, SimpleSoftmaxFloat16Test, 1.0f)
366ARMNN_AUTO_TEST_CASE(Simple3dSoftmaxFloat16, Simple3dSoftmaxFloat16Test, 1.0f)
367ARMNN_AUTO_TEST_CASE(Simple4dSoftmaxFloat16, Simple4dSoftmaxFloat16Test, 1.0f)
368
nikraj01248683f2019-05-29 16:46:50 +0100369ARMNN_AUTO_TEST_CASE(SimpleSoftmaxUint16, SimpleSoftmaxUint16Test, 1.0f)
370ARMNN_AUTO_TEST_CASE(Simple3dSoftmaxUint16, Simple3dSoftmaxUint16Test, 1.0f)
371ARMNN_AUTO_TEST_CASE(Simple4dSoftmaxUint16, Simple4dSoftmaxUint16Test, 1.0f)
372
Francis Murtagh07f21212019-07-23 09:50:50 +0100373ARMNN_AUTO_TEST_CASE(Simple2dAxis0Softmax, SimpleAxisSoftmaxTest, 1.0f, 0)
374ARMNN_AUTO_TEST_CASE(Simple2dAxis1Softmax, SimpleAxisSoftmaxTest, 1.0f, 1)
375
376ARMNN_AUTO_TEST_CASE(Simple2dAxis0NegSoftmax, SimpleAxisSoftmaxTest, 1.0f, -2)
377ARMNN_AUTO_TEST_CASE(Simple2dAxis1NegSoftmax, SimpleAxisSoftmaxTest, 1.0f, -1)
378
379ARMNN_AUTO_TEST_CASE(Simple3dAxis0Softmax, Simple3dAxisSoftmaxTest, 1.0f, 0)
380ARMNN_AUTO_TEST_CASE(Simple3dAxis1Softmax, Simple3dAxisSoftmaxTest, 1.0f, 1)
381ARMNN_AUTO_TEST_CASE(Simple3dAxis2Softmax, Simple3dAxisSoftmaxTest, 1.0f, 2)
382
383ARMNN_AUTO_TEST_CASE(Simple3dAxis0NegSoftmax, Simple3dAxisSoftmaxTest, 1.0f, -3)
384ARMNN_AUTO_TEST_CASE(Simple3dAxis1NegSoftmax, Simple3dAxisSoftmaxTest, 1.0f, -2)
385ARMNN_AUTO_TEST_CASE(Simple3dAxis2NegSoftmax, Simple3dAxisSoftmaxTest, 1.0f, -1)
386
387ARMNN_AUTO_TEST_CASE(Simple4dAxis0Softmax, Simple4dAxisSoftmaxTest, 1.0f, 0)
388ARMNN_AUTO_TEST_CASE(Simple4dAxis1Softmax, Simple4dAxisSoftmaxTest, 1.0f, 1)
389ARMNN_AUTO_TEST_CASE(Simple4dAxis2Softmax, Simple4dAxisSoftmaxTest, 1.0f, 2)
390ARMNN_AUTO_TEST_CASE(Simple4dAxis3Softmax, Simple4dAxisSoftmaxTest, 1.0f, 3)
391
392ARMNN_AUTO_TEST_CASE(Simple4dAxis0NegSoftmax, Simple4dAxisSoftmaxTest, 1.0f, -4)
393ARMNN_AUTO_TEST_CASE(Simple4dAxis1NegSoftmax, Simple4dAxisSoftmaxTest, 1.0f, -3)
394ARMNN_AUTO_TEST_CASE(Simple4dAxis2NegSoftmax, Simple4dAxisSoftmaxTest, 1.0f, -2)
395ARMNN_AUTO_TEST_CASE(Simple4dAxis3NegSoftmax, Simple4dAxisSoftmaxTest, 1.0f, -1)
396
Teresa Charlin18515e22019-04-24 10:17:46 +0100397// Sigmoid Activation
telsoa014fcda012018-03-09 14:13:49 +0000398ARMNN_AUTO_TEST_CASE(SimpleSigmoid, SimpleSigmoidTest)
399ARMNN_AUTO_TEST_CASE(SimpleSigmoidUint8, SimpleSigmoidUint8Test)
Teresa Charlin18515e22019-04-24 10:17:46 +0100400ARMNN_AUTO_TEST_CASE(SimpleSigmoidInt16, SimpleSigmoidInt16Test)
telsoa014fcda012018-03-09 14:13:49 +0000401
Teresa Charlin18515e22019-04-24 10:17:46 +0100402// BoundedReLU Activation
telsoa014fcda012018-03-09 14:13:49 +0000403ARMNN_AUTO_TEST_CASE(ReLu1, BoundedReLuUpperAndLowerBoundTest)
404ARMNN_AUTO_TEST_CASE(ReLu6, BoundedReLuUpperBoundOnlyTest)
405ARMNN_AUTO_TEST_CASE(ReLu1Uint8, BoundedReLuUint8UpperAndLowerBoundTest)
406ARMNN_AUTO_TEST_CASE(ReLu6Uint8, BoundedReLuUint8UpperBoundOnlyTest)
Teresa Charlin18515e22019-04-24 10:17:46 +0100407ARMNN_AUTO_TEST_CASE(BoundedReLuInt16, BoundedReLuInt16Test)
408
409// ReLU Activation
konsof017f6db402019-06-07 15:15:58 +0100410ARMNN_AUTO_TEST_CASE(ReLu, ReLuTest)
411ARMNN_AUTO_TEST_CASE(ReLuUint8, ReLuUint8Test)
Teresa Charlin18515e22019-04-24 10:17:46 +0100412ARMNN_AUTO_TEST_CASE(ReLuInt16, ReLuInt16Test)
413
414// SoftReLU Activation
konsof017f6db402019-06-07 15:15:58 +0100415ARMNN_AUTO_TEST_CASE(SoftReLu, SoftReLuTest)
416ARMNN_AUTO_TEST_CASE(SoftReLuUint8, SoftReLuUint8Test)
Teresa Charlin18515e22019-04-24 10:17:46 +0100417ARMNN_AUTO_TEST_CASE(SoftReLuInt16, SoftReLuInt16Test)
418
konsof017f6db402019-06-07 15:15:58 +0100419
Teresa Charlin18515e22019-04-24 10:17:46 +0100420// LeakyReLU Activation
konsof017f6db402019-06-07 15:15:58 +0100421ARMNN_AUTO_TEST_CASE(LeakyReLu, LeakyReLuTest)
422ARMNN_AUTO_TEST_CASE(LeakyReLuUint8, LeakyReLuUint8Test)
Teresa Charlin18515e22019-04-24 10:17:46 +0100423ARMNN_AUTO_TEST_CASE(LeakyReLuInt16, LeakyReLuInt16Test)
424
425// Abs Activation
konsof017f6db402019-06-07 15:15:58 +0100426ARMNN_AUTO_TEST_CASE(Abs, AbsTest)
427ARMNN_AUTO_TEST_CASE(AbsUint8, AbsUint8Test)
Teresa Charlin18515e22019-04-24 10:17:46 +0100428ARMNN_AUTO_TEST_CASE(AbsInt16, AbsInt16Test)
429
430// Sqrt Activation
konsof017f6db402019-06-07 15:15:58 +0100431ARMNN_AUTO_TEST_CASE(Sqrt, SqrtTest)
Sadik Armagan6095ba52019-09-13 17:07:19 +0100432ARMNN_AUTO_TEST_CASE(SqrtNN, SqrtNNTest)
konsof017f6db402019-06-07 15:15:58 +0100433ARMNN_AUTO_TEST_CASE(SqrtUint8, SqrtUint8Test)
Teresa Charlin18515e22019-04-24 10:17:46 +0100434ARMNN_AUTO_TEST_CASE(SqrtInt16, SqrtInt16Test)
435
436// Square Activation
konsof017f6db402019-06-07 15:15:58 +0100437ARMNN_AUTO_TEST_CASE(Square, SquareTest)
438ARMNN_AUTO_TEST_CASE(SquareUint8, SquareUint8Test)
Teresa Charlin18515e22019-04-24 10:17:46 +0100439ARMNN_AUTO_TEST_CASE(SquareInt16, SquareInt16Test)
440
441// Tanh Activation
konsof017f6db402019-06-07 15:15:58 +0100442ARMNN_AUTO_TEST_CASE(Tanh, TanhTest)
443ARMNN_AUTO_TEST_CASE(TanhUint8, TanhUint8Test)
Teresa Charlin18515e22019-04-24 10:17:46 +0100444ARMNN_AUTO_TEST_CASE(TanhInt16, TanhInt16Test)
445
telsoa014fcda012018-03-09 14:13:49 +0000446
Francis Murtagh46c09d02019-05-28 08:15:28 +0100447// Fully Connected
telsoa014fcda012018-03-09 14:13:49 +0000448ARMNN_AUTO_TEST_CASE(SimpleFullyConnected, FullyConnectedFloat32Test, false, false)
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100449ARMNN_AUTO_TEST_CASE(FullyConnectedUint8, FullyConnectedTest<DataType::QuantisedAsymm8>, false)
450ARMNN_AUTO_TEST_CASE(FullyConnectedQSymm16, FullyConnectedTest<DataType::QuantisedSymm16>, false)
telsoa014fcda012018-03-09 14:13:49 +0000451ARMNN_AUTO_TEST_CASE(SimpleFullyConnectedWithBias, FullyConnectedFloat32Test, true, false)
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100452ARMNN_AUTO_TEST_CASE(FullyConnectedBiasedUint8, FullyConnectedTest<DataType::QuantisedAsymm8>, true)
453ARMNN_AUTO_TEST_CASE(FullyConnectedBiasedQSymm16, FullyConnectedTest<DataType::QuantisedSymm16>, true)
telsoa014fcda012018-03-09 14:13:49 +0000454ARMNN_AUTO_TEST_CASE(SimpleFullyConnectedWithTranspose, FullyConnectedFloat32Test, false, true)
455
456ARMNN_AUTO_TEST_CASE(FullyConnectedLarge, FullyConnectedLargeTest, false)
457ARMNN_AUTO_TEST_CASE(FullyConnectedLargeTransposed, FullyConnectedLargeTest, true)
458
459// Splitter
Matthew Jackson9bff1442019-09-12 09:08:23 +0100460ARMNN_AUTO_TEST_CASE(SimpleSplitterFloat32, SplitterFloat32Test)
461ARMNN_AUTO_TEST_CASE(SimpleSplitterFloat16, SplitterFloat16Test)
telsoa01c577f2c2018-08-31 09:22:23 +0100462ARMNN_AUTO_TEST_CASE(SimpleSplitterUint8, SplitterUint8Test)
Ruomei Yan25339c32019-05-28 16:48:20 +0100463ARMNN_AUTO_TEST_CASE(SimpleSplitterInt16, SplitterInt16Test)
telsoa014fcda012018-03-09 14:13:49 +0000464
Matthew Jackson9bff1442019-09-12 09:08:23 +0100465ARMNN_AUTO_TEST_CASE(CopyViaSplitterFloat32, CopyViaSplitterFloat32Test)
466ARMNN_AUTO_TEST_CASE(CopyViaSplitterFloat16, CopyViaSplitterFloat16Test)
telsoa014fcda012018-03-09 14:13:49 +0000467ARMNN_AUTO_TEST_CASE(CopyViaSplitterUint8, CopyViaSplitterUint8Test)
Ruomei Yan25339c32019-05-28 16:48:20 +0100468ARMNN_AUTO_TEST_CASE(CopyViaSplitterInt16, CopyViaSplitterInt16Test)
telsoa014fcda012018-03-09 14:13:49 +0000469
Jim Flynn4ed6c832019-05-20 11:02:46 +0100470// Concat
471ARMNN_AUTO_TEST_CASE(SimpleConcat, ConcatTest)
Matthew Jackson9bff1442019-09-12 09:08:23 +0100472ARMNN_AUTO_TEST_CASE(ConcatFloat16, ConcatFloat16Test)
Jim Flynn4ed6c832019-05-20 11:02:46 +0100473ARMNN_AUTO_TEST_CASE(ConcatUint8, ConcatUint8Test)
474ARMNN_AUTO_TEST_CASE(ConcatUint8DifferentQParams, ConcatUint8DifferentQParamsTest)
475ARMNN_AUTO_TEST_CASE(ConcatUint16, ConcatUint16Test)
Narumol Prangnawarat71c80b12019-06-17 17:45:43 +0100476ARMNN_AUTO_TEST_CASE(ConcatUint8DifferentInputOutputQParam,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100477 ConcatDifferentInputOutputQParamTest<DataType::QuantisedAsymm8>, true)
Narumol Prangnawarat71c80b12019-06-17 17:45:43 +0100478ARMNN_AUTO_TEST_CASE(ConcatInt16DifferentInputOutputQParam,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100479 ConcatDifferentInputOutputQParamTest<DataType::QuantisedSymm16>, true)
telsoa014fcda012018-03-09 14:13:49 +0000480
481// Add
482ARMNN_AUTO_TEST_CASE(SimpleAdd, AdditionTest)
Matthew Jacksondba634f2019-08-15 15:14:18 +0100483ARMNN_AUTO_TEST_CASE(Add5d, Addition5dTest)
telsoa014fcda012018-03-09 14:13:49 +0000484ARMNN_AUTO_TEST_CASE(AddBroadcast1Element, AdditionBroadcast1ElementTest)
485ARMNN_AUTO_TEST_CASE(AddBroadcast, AdditionBroadcastTest)
486
487ARMNN_AUTO_TEST_CASE(AdditionUint8, AdditionUint8Test)
488ARMNN_AUTO_TEST_CASE(AddBroadcastUint8, AdditionBroadcastUint8Test)
489ARMNN_AUTO_TEST_CASE(AddBroadcast1ElementUint8, AdditionBroadcast1ElementUint8Test)
490
Sadik Armagan2999a022019-04-09 14:20:12 +0100491ARMNN_AUTO_TEST_CASE(AdditionInt16, AdditionInt16Test)
492ARMNN_AUTO_TEST_CASE(AddBroadcastInt16, AdditionBroadcastInt16Test)
493ARMNN_AUTO_TEST_CASE(AddBroadcast1ElementInt16, AdditionBroadcast1ElementInt16Test)
494
David Beckf195f032018-09-06 16:46:34 +0100495// Sub
496ARMNN_AUTO_TEST_CASE(SimpleSub, SubtractionTest)
497ARMNN_AUTO_TEST_CASE(SubBroadcast1Element, SubtractionBroadcast1ElementTest)
498ARMNN_AUTO_TEST_CASE(SubBroadcast, SubtractionBroadcastTest)
499
Matthew Jackson9bff1442019-09-12 09:08:23 +0100500ARMNN_AUTO_TEST_CASE(SimpleSubFloat16, SubtractionTest)
501ARMNN_AUTO_TEST_CASE(SubBroadcast1ElementFloat16, SubtractionBroadcast1ElementTest)
502ARMNN_AUTO_TEST_CASE(SubBroadcastFloat16, SubtractionBroadcastTest)
503
David Beck4a8692c2018-09-07 16:19:24 +0100504ARMNN_AUTO_TEST_CASE(SubtractionUint8, SubtractionUint8Test)
David Beckf195f032018-09-06 16:46:34 +0100505ARMNN_AUTO_TEST_CASE(SubBroadcastUint8, SubtractionBroadcastUint8Test)
506ARMNN_AUTO_TEST_CASE(SubBroadcast1ElementUint8, SubtractionBroadcast1ElementUint8Test)
507
Sadik Armagan2999a022019-04-09 14:20:12 +0100508ARMNN_AUTO_TEST_CASE(SubtractionInt16, SubtractionInt16Test)
509ARMNN_AUTO_TEST_CASE(SubBroadcastInt16, SubtractionBroadcastInt16Test)
510ARMNN_AUTO_TEST_CASE(SubBroadcast1ElementInt16, SubtractionBroadcast1ElementInt16Test)
511
Francis Murtaghe7a86a42018-08-29 12:42:10 +0100512// Div
513ARMNN_AUTO_TEST_CASE(SimpleDivision, DivisionTest)
Francis Murtagh8c5e3dc2018-08-30 17:18:37 +0100514ARMNN_AUTO_TEST_CASE(DivisionByZero, DivisionByZeroTest)
Francis Murtaghe7a86a42018-08-29 12:42:10 +0100515ARMNN_AUTO_TEST_CASE(DivisionBroadcast1Element, DivisionBroadcast1ElementTest)
516ARMNN_AUTO_TEST_CASE(DivisionBroadcast1DVector, DivisionBroadcast1DVectorTest)
Matthew Jackson9bff1442019-09-12 09:08:23 +0100517
518ARMNN_AUTO_TEST_CASE(DivisionFloat16, DivisionFloat16Test)
519ARMNN_AUTO_TEST_CASE(DivisionFloat16Broadcast1Element, DivisionBroadcast1ElementFloat16Test)
520ARMNN_AUTO_TEST_CASE(DivisionFloat16Broadcast1DVector, DivisionBroadcast1DVectorFloat16Test)
521
David Beck5cd01f32018-09-12 16:00:08 +0100522// NOTE: division by zero for quantized div needs more attention
523// see IVGCVSW-1849
524ARMNN_AUTO_TEST_CASE(DivisionUint8, DivisionUint8Test)
525ARMNN_AUTO_TEST_CASE(DivisionUint8Broadcast1Element, DivisionBroadcast1ElementUint8Test)
526ARMNN_AUTO_TEST_CASE(DivisionUint8Broadcast1DVector, DivisionBroadcast1DVectorUint8Test)
Francis Murtaghe7a86a42018-08-29 12:42:10 +0100527
Sadik Armagan2999a022019-04-09 14:20:12 +0100528ARMNN_AUTO_TEST_CASE(DivisionInt16, DivisionInt16Test)
529ARMNN_AUTO_TEST_CASE(DivisionInt16Broadcast1Element, DivisionBroadcast1ElementInt16Test)
530ARMNN_AUTO_TEST_CASE(DivisionInt16Broadcast1DVector, DivisionBroadcast1DVectorInt16Test)
531
FrancisMurtagh30cdfca2018-12-18 12:57:35 +0000532// Equal
533ARMNN_AUTO_TEST_CASE(SimpleEqual, EqualSimpleTest)
534ARMNN_AUTO_TEST_CASE(EqualBroadcast1Element, EqualBroadcast1ElementTest)
535ARMNN_AUTO_TEST_CASE(EqualBroadcast1DVector, EqualBroadcast1DVectorTest)
Matthew Jackson9bff1442019-09-12 09:08:23 +0100536ARMNN_AUTO_TEST_CASE(EqualFloat16, EqualFloat16Test)
537ARMNN_AUTO_TEST_CASE(EqualBroadcast1ElementFloat16, EqualBroadcast1ElementFloat16Test)
538ARMNN_AUTO_TEST_CASE(EqualBroadcast1DVectorFloat16, EqualBroadcast1DVectorFloat16Test)
FrancisMurtagh30cdfca2018-12-18 12:57:35 +0000539ARMNN_AUTO_TEST_CASE(EqualUint8, EqualUint8Test)
540ARMNN_AUTO_TEST_CASE(EqualBroadcast1ElementUint8, EqualBroadcast1ElementUint8Test)
541ARMNN_AUTO_TEST_CASE(EqualBroadcast1DVectorUint8, EqualBroadcast1DVectorUint8Test)
542
FrancisMurtagh878f0232018-12-19 10:56:15 +0000543// Greater
544ARMNN_AUTO_TEST_CASE(SimpleGreater, GreaterSimpleTest)
545ARMNN_AUTO_TEST_CASE(GreaterBroadcast1Element, GreaterBroadcast1ElementTest)
546ARMNN_AUTO_TEST_CASE(GreaterBroadcast1DVector, GreaterBroadcast1DVectorTest)
547ARMNN_AUTO_TEST_CASE(GreaterUint8, GreaterUint8Test)
548ARMNN_AUTO_TEST_CASE(GreaterBroadcast1ElementUint8, GreaterBroadcast1ElementUint8Test)
549ARMNN_AUTO_TEST_CASE(GreaterBroadcast1DVectorUint8, GreaterBroadcast1DVectorUint8Test)
Matthew Jackson9bff1442019-09-12 09:08:23 +0100550ARMNN_AUTO_TEST_CASE(GreaterFloat16, GreaterFloat16Test)
551ARMNN_AUTO_TEST_CASE(GreaterBroadcast1ElementFloat16, GreaterBroadcast1ElementFloat16Test)
552ARMNN_AUTO_TEST_CASE(GreaterBroadcast1DVectorFloat16, GreaterBroadcast1DVectorFloat16Test)
FrancisMurtagh878f0232018-12-19 10:56:15 +0000553
Éanna Ó Catháin20e58802018-12-04 10:29:06 +0000554// Max
Éanna Ó Catháinde705582018-12-03 13:04:22 +0000555ARMNN_AUTO_TEST_CASE(SimpleMaximum, MaximumSimpleTest)
556ARMNN_AUTO_TEST_CASE(MaximumBroadcast1Element, MaximumBroadcast1ElementTest)
557ARMNN_AUTO_TEST_CASE(MaximumBroadcast1DVector, MaximumBroadcast1DVectorTest)
Matthew Jackson9bff1442019-09-12 09:08:23 +0100558ARMNN_AUTO_TEST_CASE(MaximumFloat16, MaximumFloat16Test)
559ARMNN_AUTO_TEST_CASE(MaximumBroadcast1ElementFloat16, MaximumBroadcast1ElementFloat16Test)
560ARMNN_AUTO_TEST_CASE(MaximumBroadcast1DVectorFloat16, MaximumBroadcast1DVectorFloat16Test)
Éanna Ó Catháinde705582018-12-03 13:04:22 +0000561ARMNN_AUTO_TEST_CASE(MaximumUint8, MaximumUint8Test)
562ARMNN_AUTO_TEST_CASE(MaximumBroadcast1ElementUint8, MaximumBroadcast1ElementUint8Test)
563ARMNN_AUTO_TEST_CASE(MaximumBroadcast1DVectorUint8, MaximumBroadcast1DVectorUint8Test)
Sadik Armagan2999a022019-04-09 14:20:12 +0100564ARMNN_AUTO_TEST_CASE(MaximumInt16, MaximumInt16Test)
565ARMNN_AUTO_TEST_CASE(MaximumBroadcast1ElementInt16, MaximumBroadcast1ElementInt16Test)
566ARMNN_AUTO_TEST_CASE(MaximumBroadcast1DVectorInt16, MaximumBroadcast1DVectorInt16Test)
Éanna Ó Catháinde705582018-12-03 13:04:22 +0000567
Éanna Ó Catháin20e58802018-12-04 10:29:06 +0000568// Min
569ARMNN_AUTO_TEST_CASE(SimpleMinimum1, MinimumBroadcast1ElementTest1)
570ARMNN_AUTO_TEST_CASE(SimpleMinimum2, MinimumBroadcast1ElementTest2)
571ARMNN_AUTO_TEST_CASE(Minimum1DVectorUint8, MinimumBroadcast1DVectorUint8Test)
Matthew Jackson9bff1442019-09-12 09:08:23 +0100572ARMNN_AUTO_TEST_CASE(MinimumFloat16, MinimumFloat16Test)
573ARMNN_AUTO_TEST_CASE(MinimumBroadcast1ElementFloat16, MinimumBroadcast1ElementFloat16Test)
574ARMNN_AUTO_TEST_CASE(MinimumBroadcast1DVectorFloat16, MinimumBroadcast1DVectorFloat16Test)
Sadik Armagan2999a022019-04-09 14:20:12 +0100575ARMNN_AUTO_TEST_CASE(MinimumInt16, MinimumInt16Test)
576ARMNN_AUTO_TEST_CASE(MinimumBroadcast1ElementInt16, MinimumBroadcast1ElementInt16Test)
577ARMNN_AUTO_TEST_CASE(MinimumBroadcast1DVectorInt16, MinimumBroadcast1DVectorInt16Test)
Éanna Ó Catháin20e58802018-12-04 10:29:06 +0000578
telsoa014fcda012018-03-09 14:13:49 +0000579// Mul
580ARMNN_AUTO_TEST_CASE(SimpleMultiplication, MultiplicationTest)
surmeh01bceff2f2018-03-29 16:29:27 +0100581ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1Element, MultiplicationBroadcast1ElementTest)
582ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1DVector, MultiplicationBroadcast1DVectorTest)
telsoa014fcda012018-03-09 14:13:49 +0000583ARMNN_AUTO_TEST_CASE(MultiplicationUint8, MultiplicationUint8Test)
surmeh01bceff2f2018-03-29 16:29:27 +0100584ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1ElementUint8, MultiplicationBroadcast1ElementUint8Test)
585ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1DVectorUint8, MultiplicationBroadcast1DVectorUint8Test)
Sadik Armagan2999a022019-04-09 14:20:12 +0100586ARMNN_AUTO_TEST_CASE(MultiplicationInt16, MultiplicationInt16Test)
587ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1ElementInt16, MultiplicationBroadcast1ElementInt16Test)
588ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1DVectorInt16, MultiplicationBroadcast1DVectorInt16Test)
Matthew Jacksondba634f2019-08-15 15:14:18 +0100589ARMNN_AUTO_TEST_CASE(Multiplication5d, Multiplication5dTest)
telsoa014fcda012018-03-09 14:13:49 +0000590
591// Batch Norm
Matthew Jackson9bff1442019-09-12 09:08:23 +0100592ARMNN_AUTO_TEST_CASE(BatchNormFloat32, BatchNormFloat32Test)
593ARMNN_AUTO_TEST_CASE(BatchNormFloat32Nhwc, BatchNormFloat32NhwcTest)
594ARMNN_AUTO_TEST_CASE(BatchNormFloat16, BatchNormFloat16Test)
595ARMNN_AUTO_TEST_CASE(BatchNormFloat16Nhwc, BatchNormFloat16NhwcTest)
telsoa014fcda012018-03-09 14:13:49 +0000596ARMNN_AUTO_TEST_CASE(BatchNormUint8, BatchNormUint8Test)
Matteo Martincigh8eb675e2018-10-17 14:43:29 +0100597ARMNN_AUTO_TEST_CASE(BatchNormUint8Nhwc, BatchNormUint8NhwcTest)
Matteo Martincighf5507132019-06-04 10:59:47 +0100598ARMNN_AUTO_TEST_CASE(BatchNormInt16, BatchNormInt16Test)
599ARMNN_AUTO_TEST_CASE(BatchNormInt16Nhwc, BatchNormInt16NhwcTest)
telsoa014fcda012018-03-09 14:13:49 +0000600
James Conroy59540822018-10-11 12:39:05 +0100601// Resize Bilinear - NCHW
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100602ARMNN_AUTO_TEST_CASE(SimpleResizeBilinear,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100603 SimpleResizeBilinearTest<DataType::Float32>,
604 DataLayout::NCHW)
Matthew Jackson9bff1442019-09-12 09:08:23 +0100605ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearFloat16,
606 SimpleResizeBilinearTest<DataType::Float16>,
607 DataLayout::NCHW)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100608ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearUint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100609 SimpleResizeBilinearTest<DataType::QuantisedAsymm8>,
610 DataLayout::NCHW)
Ellen Norris-Thompson3cb85f32019-06-17 11:32:49 +0100611ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearUint16,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100612 SimpleResizeBilinearTest<DataType::QuantisedSymm16>,
613 DataLayout::NCHW)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100614ARMNN_AUTO_TEST_CASE(ResizeBilinearNop,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100615 ResizeBilinearNopTest<DataType::Float32>,
616 DataLayout::NCHW)
Matthew Jackson9bff1442019-09-12 09:08:23 +0100617ARMNN_AUTO_TEST_CASE(ResizeBilinearNopFloat16,
618 ResizeBilinearNopTest<DataType::Float16>,
619 DataLayout::NCHW)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100620ARMNN_AUTO_TEST_CASE(ResizeBilinearNopUint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100621 ResizeBilinearNopTest<DataType::QuantisedAsymm8>,
622 DataLayout::NCHW)
Ellen Norris-Thompson3cb85f32019-06-17 11:32:49 +0100623ARMNN_AUTO_TEST_CASE(esizeBilinearNopUint16,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100624 SimpleResizeBilinearTest<DataType::QuantisedSymm16>,
625 DataLayout::NCHW)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100626ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMin,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100627 ResizeBilinearSqMinTest<DataType::Float32>,
628 DataLayout::NCHW)
Matthew Jackson9bff1442019-09-12 09:08:23 +0100629ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinFloat16,
630 ResizeBilinearSqMinTest<DataType::Float16>,
631 DataLayout::NCHW)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100632ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinUint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100633 ResizeBilinearSqMinTest<DataType::QuantisedAsymm8>,
634 DataLayout::NCHW)
Ellen Norris-Thompson3cb85f32019-06-17 11:32:49 +0100635ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinUint16,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100636 SimpleResizeBilinearTest<DataType::QuantisedSymm16>,
637 DataLayout::NCHW)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100638ARMNN_AUTO_TEST_CASE(ResizeBilinearMin,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100639 ResizeBilinearMinTest<DataType::Float32>,
640 DataLayout::NCHW)
Matthew Jackson9bff1442019-09-12 09:08:23 +0100641ARMNN_AUTO_TEST_CASE(ResizeBilinearMinFloat16,
642 ResizeBilinearMinTest<DataType::Float16>,
643 DataLayout::NCHW)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100644ARMNN_AUTO_TEST_CASE(ResizeBilinearMinUint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100645 ResizeBilinearMinTest<DataType::QuantisedAsymm8>,
646 DataLayout::NCHW)
Ellen Norris-Thompson3cb85f32019-06-17 11:32:49 +0100647ARMNN_AUTO_TEST_CASE(ResizeBilinearMinUint16,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100648 SimpleResizeBilinearTest<DataType::QuantisedSymm16>,
649 DataLayout::NCHW)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100650ARMNN_AUTO_TEST_CASE(ResizeBilinearMag,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100651 ResizeBilinearMagTest<DataType::Float32>,
652 DataLayout::NCHW)
Matthew Jackson9bff1442019-09-12 09:08:23 +0100653ARMNN_AUTO_TEST_CASE(ResizeBilinearMagFloat16,
654 ResizeBilinearMagTest<DataType::Float16>,
655 DataLayout::NCHW)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100656ARMNN_AUTO_TEST_CASE(ResizeBilinearMagUint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100657 ResizeBilinearMagTest<DataType::QuantisedAsymm8>,
658 DataLayout::NCHW)
Ellen Norris-Thompson3cb85f32019-06-17 11:32:49 +0100659ARMNN_AUTO_TEST_CASE(ResizeBilinearMagUint16,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100660 SimpleResizeBilinearTest<DataType::QuantisedSymm16>,
661 DataLayout::NCHW)
telsoa014fcda012018-03-09 14:13:49 +0000662
James Conroy59540822018-10-11 12:39:05 +0100663// Resize Bilinear - NHWC
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100664ARMNN_AUTO_TEST_CASE(ResizeBilinearNopNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100665 ResizeBilinearNopTest<DataType::Float32>,
666 DataLayout::NHWC)
Matthew Jackson9bff1442019-09-12 09:08:23 +0100667ARMNN_AUTO_TEST_CASE(ResizeBilinearNopNhwcFloat16,
668 ResizeBilinearNopTest<DataType::Float16>,
669 DataLayout::NHWC)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100670ARMNN_AUTO_TEST_CASE(ResizeBilinearNopUint8Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100671 ResizeBilinearNopTest<DataType::QuantisedAsymm8>,
672 DataLayout::NHWC)
Ellen Norris-Thompson3cb85f32019-06-17 11:32:49 +0100673ARMNN_AUTO_TEST_CASE(ResizeBilinearNopUint16Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100674 ResizeBilinearNopTest<DataType::QuantisedSymm16>,
675 DataLayout::NHWC)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100676ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100677 SimpleResizeBilinearTest<DataType::Float32>,
678 DataLayout::NHWC)
Matthew Jackson9bff1442019-09-12 09:08:23 +0100679ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearNhwcFloat16,
680 SimpleResizeBilinearTest<DataType::Float16>,
681 DataLayout::NHWC)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100682ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearUint8Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100683 SimpleResizeBilinearTest<DataType::QuantisedAsymm8>,
684 DataLayout::NHWC)
Ellen Norris-Thompson3cb85f32019-06-17 11:32:49 +0100685ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearUint16Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100686 ResizeBilinearNopTest<DataType::QuantisedSymm16>,
687 DataLayout::NHWC)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100688ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100689 ResizeBilinearSqMinTest<DataType::Float32>,
690 DataLayout::NHWC)
Matthew Jackson9bff1442019-09-12 09:08:23 +0100691ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinNhwcFloat16,
692 ResizeBilinearSqMinTest<DataType::Float16>,
693 DataLayout::NHWC)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100694ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinUint8Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100695 ResizeBilinearSqMinTest<DataType::QuantisedAsymm8>,
696 DataLayout::NHWC)
Ellen Norris-Thompson3cb85f32019-06-17 11:32:49 +0100697ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinUint16Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100698 ResizeBilinearNopTest<DataType::QuantisedSymm16>,
699 DataLayout::NHWC)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100700ARMNN_AUTO_TEST_CASE(ResizeBilinearMinNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100701 ResizeBilinearMinTest<DataType::Float32>,
702 DataLayout::NHWC)
Matthew Jackson9bff1442019-09-12 09:08:23 +0100703ARMNN_AUTO_TEST_CASE(ResizeBilinearMinNhwcFloat16,
704 ResizeBilinearMinTest<DataType::Float16>,
705 DataLayout::NHWC)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100706ARMNN_AUTO_TEST_CASE(ResizeBilinearMinUint8Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100707 ResizeBilinearMinTest<DataType::QuantisedAsymm8>,
708 DataLayout::NHWC)
Ellen Norris-Thompson3cb85f32019-06-17 11:32:49 +0100709ARMNN_AUTO_TEST_CASE(ResizeBilinearMinUint16Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100710 ResizeBilinearNopTest<DataType::QuantisedSymm16>,
711 DataLayout::NHWC)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100712ARMNN_AUTO_TEST_CASE(ResizeBilinearMagNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100713 ResizeBilinearMagTest<DataType::Float32>,
714 DataLayout::NHWC)
Matthew Jackson9bff1442019-09-12 09:08:23 +0100715ARMNN_AUTO_TEST_CASE(ResizeBilinearMagNhwcFloat16,
716 ResizeBilinearMagTest<DataType::Float16>,
717 DataLayout::NHWC)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100718ARMNN_AUTO_TEST_CASE(ResizeBilinearMagUint8Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100719 ResizeBilinearMagTest<DataType::QuantisedAsymm8>,
720 DataLayout::NHWC)
Ellen Norris-Thompson3cb85f32019-06-17 11:32:49 +0100721ARMNN_AUTO_TEST_CASE(ResizeBilinearMagUint16Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100722 ResizeBilinearNopTest<DataType::QuantisedSymm16>,
723 DataLayout::NHWC)
James Conroy59540822018-10-11 12:39:05 +0100724
Teresa Charlin970f43b2019-07-01 13:51:07 +0100725// Resize NearestNeighbor - NCHW
726ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighbor,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100727 SimpleResizeNearestNeighborTest<DataType::Float32>,
728 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100729ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborUint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100730 SimpleResizeNearestNeighborTest<DataType::QuantisedAsymm8>,
731 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100732ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborUint16,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100733 SimpleResizeNearestNeighborTest<DataType::QuantisedSymm16>,
734 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100735ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNop,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100736 ResizeNearestNeighborNopTest<DataType::Float32>,
737 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100738ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNopUint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100739 ResizeNearestNeighborNopTest<DataType::QuantisedAsymm8>,
740 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100741ARMNN_AUTO_TEST_CASE(esizeNearestNeighborNopUint16,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100742 SimpleResizeNearestNeighborTest<DataType::QuantisedSymm16>,
743 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100744ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMin,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100745 ResizeNearestNeighborSqMinTest<DataType::Float32>,
746 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100747ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinUint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100748 ResizeNearestNeighborSqMinTest<DataType::QuantisedAsymm8>,
749 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100750ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinUint16,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100751 SimpleResizeNearestNeighborTest<DataType::QuantisedSymm16>,
752 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100753ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMin,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100754 ResizeNearestNeighborMinTest<DataType::Float32>,
755 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100756ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinUint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100757 ResizeNearestNeighborMinTest<DataType::QuantisedAsymm8>,
758 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100759ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinUint16,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100760 SimpleResizeNearestNeighborTest<DataType::QuantisedSymm16>,
761 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100762ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMag,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100763 ResizeNearestNeighborMagTest<DataType::Float32>,
764 DataLayout::NCHW, 0.10f, 50, 0.11f, 20)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100765ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagUint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100766 ResizeNearestNeighborMagTest<DataType::QuantisedAsymm8>,
767 DataLayout::NCHW, 0.10f, 50, 0.11f, 20)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100768ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagUint16,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100769 SimpleResizeNearestNeighborTest<DataType::QuantisedSymm16>,
770 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100771
772// Resize NearestNeighbor - NHWC
773ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNopNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100774 ResizeNearestNeighborNopTest<DataType::Float32>,
775 DataLayout::NHWC)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100776ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNopUint8Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100777 ResizeNearestNeighborNopTest<DataType::QuantisedAsymm8>,
778 DataLayout::NHWC)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100779ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNopUint16Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100780 ResizeNearestNeighborNopTest<DataType::QuantisedSymm16>,
781 DataLayout::NHWC)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100782ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100783 SimpleResizeNearestNeighborTest<DataType::Float32>,
784 DataLayout::NHWC)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100785ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborUint8Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100786 SimpleResizeNearestNeighborTest<DataType::QuantisedAsymm8>,
787 DataLayout::NHWC)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100788ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborUint16Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100789 ResizeNearestNeighborNopTest<DataType::QuantisedSymm16>,
790 DataLayout::NHWC)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100791ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100792 ResizeNearestNeighborSqMinTest<DataType::Float32>,
793 DataLayout::NHWC)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100794ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinUint8Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100795 ResizeNearestNeighborSqMinTest<DataType::QuantisedAsymm8>,
796 DataLayout::NHWC)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100797ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinUint16Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100798 ResizeNearestNeighborNopTest<DataType::QuantisedSymm16>,
799 DataLayout::NHWC)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100800ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100801 ResizeNearestNeighborMinTest<DataType::Float32>,
802 DataLayout::NHWC)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100803ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinUint8Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100804 ResizeNearestNeighborMinTest<DataType::QuantisedAsymm8>,
805 DataLayout::NHWC)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100806ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinUint16Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100807 ResizeNearestNeighborNopTest<DataType::QuantisedSymm16>,
808 DataLayout::NHWC)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100809ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100810 ResizeNearestNeighborMagTest<DataType::Float32>,
811 DataLayout::NHWC, 0.10f, 50, 0.11f, 20)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100812ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagUint8Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100813 ResizeNearestNeighborMagTest<DataType::QuantisedAsymm8>,
814 DataLayout::NHWC, 0.10f, 50, 0.11f, 20)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100815ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagUint16Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100816 ResizeNearestNeighborNopTest<DataType::QuantisedSymm16>,
817 DataLayout::NHWC)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100818
telsoa014fcda012018-03-09 14:13:49 +0000819// Fake Quantization
820ARMNN_AUTO_TEST_CASE(FakeQuantization, FakeQuantizationTest)
821
Matteo Martincigh539b44d2018-10-01 09:26:39 +0100822// L2 Normalization
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100823ARMNN_AUTO_TEST_CASE(L2Normalization1d, L2Normalization1dTest, DataLayout::NCHW)
824ARMNN_AUTO_TEST_CASE(L2Normalization2d, L2Normalization2dTest, DataLayout::NCHW)
825ARMNN_AUTO_TEST_CASE(L2Normalization3d, L2Normalization3dTest, DataLayout::NCHW)
826ARMNN_AUTO_TEST_CASE(L2Normalization4d, L2Normalization4dTest, DataLayout::NCHW)
Ferran Balaguerc6138d82019-06-13 17:23:50 +0100827
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100828ARMNN_AUTO_TEST_CASE(L2Normalization1dInt16, L2Normalization1dInt16Test, DataLayout::NCHW)
829ARMNN_AUTO_TEST_CASE(L2Normalization2dInt16, L2Normalization2dInt16Test, DataLayout::NCHW)
830ARMNN_AUTO_TEST_CASE(L2Normalization3dInt16, L2Normalization3dInt16Test, DataLayout::NCHW)
831ARMNN_AUTO_TEST_CASE(L2Normalization4dInt16, L2Normalization4dInt16Test, DataLayout::NCHW)
jimfly013aab7c32018-11-12 13:32:08 +0000832
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100833ARMNN_AUTO_TEST_CASE(L2Normalization1dUint8, L2Normalization1dUint8Test, DataLayout::NCHW)
834ARMNN_AUTO_TEST_CASE(L2Normalization2dUint8, L2Normalization2dUint8Test, DataLayout::NCHW)
835ARMNN_AUTO_TEST_CASE(L2Normalization3dUint8, L2Normalization3dUint8Test, DataLayout::NCHW)
836ARMNN_AUTO_TEST_CASE(L2Normalization4dUint8, L2Normalization4dUint8Test, DataLayout::NCHW)
Ferran Balaguerc6138d82019-06-13 17:23:50 +0100837
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100838ARMNN_AUTO_TEST_CASE(L2Normalization1dNhwc, L2Normalization1dTest, DataLayout::NHWC)
839ARMNN_AUTO_TEST_CASE(L2Normalization2dNhwc, L2Normalization2dTest, DataLayout::NHWC)
840ARMNN_AUTO_TEST_CASE(L2Normalization3dNhwc, L2Normalization3dTest, DataLayout::NHWC)
841ARMNN_AUTO_TEST_CASE(L2Normalization4dNhwc, L2Normalization4dTest, DataLayout::NHWC)
Ferran Balaguerc6138d82019-06-13 17:23:50 +0100842
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100843ARMNN_AUTO_TEST_CASE(L2Normalization1dInt16Nhwc, L2Normalization1dInt16Test, DataLayout::NHWC)
844ARMNN_AUTO_TEST_CASE(L2Normalization2dInt16Nhwc, L2Normalization2dInt16Test, DataLayout::NHWC)
845ARMNN_AUTO_TEST_CASE(L2Normalization3dInt16Nhwc, L2Normalization3dInt16Test, DataLayout::NHWC)
846ARMNN_AUTO_TEST_CASE(L2Normalization4dInt16Nhwc, L2Normalization4dInt16Test, DataLayout::NHWC)
telsoa014fcda012018-03-09 14:13:49 +0000847
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100848ARMNN_AUTO_TEST_CASE(L2Normalization1dUint8Nhwc, L2Normalization1dUint8Test, DataLayout::NHWC)
849ARMNN_AUTO_TEST_CASE(L2Normalization2dUint8Nhwc, L2Normalization2dUint8Test, DataLayout::NHWC)
850ARMNN_AUTO_TEST_CASE(L2Normalization3dUint8Nhwc, L2Normalization3dUint8Test, DataLayout::NHWC)
851ARMNN_AUTO_TEST_CASE(L2Normalization4dUint8Nhwc, L2Normalization4dUint8Test, DataLayout::NHWC)
Ferran Balaguerc6138d82019-06-13 17:23:50 +0100852
Matthew Jackson82b15ed2019-07-25 16:14:30 +0100853ARMNN_AUTO_TEST_CASE(L2Normalization2dShape, L2Normalization2dShapeTest);
854
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100855ARMNN_AUTO_TEST_CASE(L2NormalizationDefaultEpsilon, L2NormalizationDefaultEpsilonTest, DataLayout::NCHW)
856ARMNN_AUTO_TEST_CASE(L2NormalizationNonDefaultEpsilon, L2NormalizationNonDefaultEpsilonTest, DataLayout::NCHW)
Ferran Balaguere52211e2019-06-17 12:23:52 +0100857
Mohamed Nour Abouelseoud7420e552018-10-12 12:26:24 +0100858// Pad
Mohamed Nour Abouelseouddd6acea2018-10-18 12:26:19 +0100859ARMNN_AUTO_TEST_CASE(PadFloat322d, PadFloat322dTest)
David Monahan34757812019-06-19 11:47:21 +0100860ARMNN_AUTO_TEST_CASE(PadFloat322dCustomPadding, PadFloat322dCustomPaddingTest)
Mohamed Nour Abouelseouddd6acea2018-10-18 12:26:19 +0100861ARMNN_AUTO_TEST_CASE(PadFloat323d, PadFloat323dTest)
862ARMNN_AUTO_TEST_CASE(PadFloat324d, PadFloat324dTest)
863
864ARMNN_AUTO_TEST_CASE(PadUint82d, PadUint82dTest)
David Monahan34757812019-06-19 11:47:21 +0100865ARMNN_AUTO_TEST_CASE(PadUint82dCustomPadding, PadUint82dCustomPaddingTest)
Mohamed Nour Abouelseouddd6acea2018-10-18 12:26:19 +0100866ARMNN_AUTO_TEST_CASE(PadUint83d, PadUint83dTest)
867ARMNN_AUTO_TEST_CASE(PadUint84d, PadUint84dTest)
Mohamed Nour Abouelseoud7420e552018-10-12 12:26:24 +0100868
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100869ARMNN_AUTO_TEST_CASE(Pad2dQSymm16, Pad2dTestCommon<DataType::QuantisedSymm16>, 2.0f, 0, 0.0f)
870ARMNN_AUTO_TEST_CASE(Pad2dQSymm16CustomPadding, Pad2dTestCommon<DataType::QuantisedSymm16>, 2.0f, 0, 1.0f)
871ARMNN_AUTO_TEST_CASE(Pad3dQSymm16, Pad3dTestCommon<DataType::QuantisedSymm16>, 2.0f, 0)
872ARMNN_AUTO_TEST_CASE(Pad4dQSymm16, Pad4dTestCommon<DataType::QuantisedSymm16>, 2.0f, 0)
Narumol Prangnawarate6eaf662019-07-08 08:57:17 +0100873
telsoa014fcda012018-03-09 14:13:49 +0000874// Constant
875ARMNN_AUTO_TEST_CASE(Constant, ConstantTest)
Nina Drozd58ef2c62019-05-16 12:09:18 +0100876ARMNN_AUTO_TEST_CASE(ConstantUint8, ConstantUint8CustomQuantizationScaleAndOffsetTest)
877ARMNN_AUTO_TEST_CASE(ConstantInt16, ConstantInt16CustomQuantizationScaleAndOffsetTest)
telsoa014fcda012018-03-09 14:13:49 +0000878
879// Concat
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +0100880ARMNN_AUTO_TEST_CASE(Concat1d, Concat1dTest)
881ARMNN_AUTO_TEST_CASE(Concat1dUint8, Concat1dUint8Test)
telsoa014fcda012018-03-09 14:13:49 +0000882
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +0100883ARMNN_AUTO_TEST_CASE(Concat2dDim0, Concat2dDim0Test)
884ARMNN_AUTO_TEST_CASE(Concat2dDim0Uint8, Concat2dDim0Uint8Test)
885ARMNN_AUTO_TEST_CASE(Concat2dDim1, Concat2dDim1Test)
886ARMNN_AUTO_TEST_CASE(Concat2dDim1Uint8, Concat2dDim1Uint8Test)
telsoa014fcda012018-03-09 14:13:49 +0000887
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +0100888ARMNN_AUTO_TEST_CASE(Concat2dDim0DiffInputDims, Concat2dDim0DiffInputDimsTest)
889ARMNN_AUTO_TEST_CASE(Concat2dDim0DiffInputDimsUint8, Concat2dDim0DiffInputDimsUint8Test)
890ARMNN_AUTO_TEST_CASE(Concat2dDim1DiffInputDims, Concat2dDim1DiffInputDimsTest)
891ARMNN_AUTO_TEST_CASE(Concat2dDim1DiffInputDimsUint8, Concat2dDim1DiffInputDimsUint8Test)
telsoa014fcda012018-03-09 14:13:49 +0000892
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +0100893ARMNN_AUTO_TEST_CASE(Concat3dDim0, Concat3dDim0Test)
894ARMNN_AUTO_TEST_CASE(Concat3dDim0Uint8, Concat3dDim0Uint8Test)
895ARMNN_AUTO_TEST_CASE(Concat3dDim1, Concat3dDim1Test)
896ARMNN_AUTO_TEST_CASE(Concat3dDim1Uint8, Concat3dDim1Uint8Test)
897ARMNN_AUTO_TEST_CASE(Concat3dDim2, Concat3dDim2Test, true)
898ARMNN_AUTO_TEST_CASE(Concat3dDim2Uint8, Concat3dDim2Uint8Test, true)
telsoa014fcda012018-03-09 14:13:49 +0000899
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +0100900ARMNN_AUTO_TEST_CASE(Concat3dDim0DiffInputDims, Concat3dDim0DiffInputDimsTest)
901ARMNN_AUTO_TEST_CASE(Concat3dDim0DiffInputDimsUint8, Concat3dDim0DiffInputDimsUint8Test)
902ARMNN_AUTO_TEST_CASE(Concat3dDim1DiffInputDims, Concat3dDim1DiffInputDimsTest)
903ARMNN_AUTO_TEST_CASE(Concat3dDim1DiffInputDimsUint8, Concat3dDim1DiffInputDimsUint8Test)
904ARMNN_AUTO_TEST_CASE(Concat3dDim2DiffInputDims, Concat3dDim2DiffInputDimsTest, true)
905ARMNN_AUTO_TEST_CASE(Concat3dDim2DiffInputDimsUint8, Concat3dDim2DiffInputDimsUint8Test, true)
narpra015cdda352018-11-19 15:30:27 +0000906
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +0100907ARMNN_AUTO_TEST_CASE(Concat4dDim0, Concat4dDim0Test)
908ARMNN_AUTO_TEST_CASE(Concat4dDim1, Concat4dDim1Test)
909ARMNN_AUTO_TEST_CASE(Concat4dDim2, Concat4dDim2Test)
910ARMNN_AUTO_TEST_CASE(Concat4dDim3, Concat4dDim3Test, true)
911ARMNN_AUTO_TEST_CASE(Concat4dDim0Uint8, Concat4dDim0Uint8Test)
912ARMNN_AUTO_TEST_CASE(Concat4dDim1Uint8, Concat4dDim1Uint8Test)
913ARMNN_AUTO_TEST_CASE(Concat4dDim2Uint8, Concat4dDim2Uint8Test)
914ARMNN_AUTO_TEST_CASE(Concat4dDim3Uint8, Concat4dDim3Uint8Test, true)
narpra015cdda352018-11-19 15:30:27 +0000915
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +0100916ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim0, Concat4dDiffShapeDim0Test)
917ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim1, Concat4dDiffShapeDim1Test)
918ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim2, Concat4dDiffShapeDim2Test)
919ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim3, Concat4dDiffShapeDim3Test, true)
920ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim0Uint8, Concat4dDiffShapeDim0Uint8Test)
921ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim1Uint8, Concat4dDiffShapeDim1Uint8Test)
922ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim2Uint8, Concat4dDiffShapeDim2Uint8Test)
923ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim3Uint8, Concat4dDiffShapeDim3Uint8Test, true)
telsoa014fcda012018-03-09 14:13:49 +0000924
925// Floor
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100926ARMNN_AUTO_TEST_CASE(SimpleFloor, SimpleFloorTest<DataType::Float32>)
Matthew Jackson9bff1442019-09-12 09:08:23 +0100927ARMNN_AUTO_TEST_CASE(SimpleFloorFloat16, SimpleFloorTest<DataType::Float16>)
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100928ARMNN_AUTO_TEST_CASE(SimpleFloorQuantisedSymm16, SimpleFloorTest<DataType::QuantisedSymm16>)
telsoa014fcda012018-03-09 14:13:49 +0000929
930// Reshape
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100931ARMNN_AUTO_TEST_CASE(SimpleReshapeFloat32, SimpleReshapeTest<DataType::Float32>)
932ARMNN_AUTO_TEST_CASE(SimpleReshapeQuantisedAsymm8, SimpleReshapeTest<DataType::QuantisedAsymm8>)
933ARMNN_AUTO_TEST_CASE(SimpleReshapeQuantisedSymm16, SimpleReshapeTest<DataType::QuantisedSymm16>)
Matthew Jacksondba634f2019-08-15 15:14:18 +0100934ARMNN_AUTO_TEST_CASE(Reshape5d, Reshape5dTest<DataType::Float32>)
telsoa014fcda012018-03-09 14:13:49 +0000935
Mohamed Nour Abouelseouda1d3c6a2018-12-27 12:39:16 +0000936// Rsqrt
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100937ARMNN_AUTO_TEST_CASE(Rsqrt2d, Rsqrt2dTest<DataType::Float32>)
938ARMNN_AUTO_TEST_CASE(Rsqrt3d, Rsqrt3dTest<DataType::Float32>)
939ARMNN_AUTO_TEST_CASE(RsqrtZero, RsqrtZeroTest<DataType::Float32>)
940ARMNN_AUTO_TEST_CASE(RsqrtNegative, RsqrtNegativeTest<DataType::Float32>)
Matthew Jackson9bff1442019-09-12 09:08:23 +0100941ARMNN_AUTO_TEST_CASE(Rsqrt2dFloat16, Rsqrt2dTest<DataType::Float16>)
942ARMNN_AUTO_TEST_CASE(Rsqrt3dFloat16, Rsqrt3dTest<DataType::Float16>)
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100943ARMNN_AUTO_TEST_CASE(Rsqrt2dQuantisedAsymm8, Rsqrt2dTest<DataType::QuantisedAsymm8>)
944ARMNN_AUTO_TEST_CASE(Rsqrt3dQuantisedAsymm8, Rsqrt3dTest<DataType::QuantisedAsymm8>)
945ARMNN_AUTO_TEST_CASE(Rsqrt2dQuantisedSymm16, Rsqrt2dTest<DataType::QuantisedSymm16>)
946ARMNN_AUTO_TEST_CASE(Rsqrt3dQuantisedSymm16, Rsqrt3dTest<DataType::QuantisedSymm16>)
Mohamed Nour Abouelseouda1d3c6a2018-12-27 12:39:16 +0000947
telsoa014fcda012018-03-09 14:13:49 +0000948// Permute
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100949ARMNN_AUTO_TEST_CASE(SimplePermuteFloat32, SimplePermuteTest<DataType::Float32>)
950ARMNN_AUTO_TEST_CASE(PermuteFloat32ValueSet1Test, PermuteValueSet1Test<DataType::Float32>)
951ARMNN_AUTO_TEST_CASE(PermuteFloat32ValueSet2Test, PermuteValueSet2Test<DataType::Float32>)
952ARMNN_AUTO_TEST_CASE(PermuteFloat32ValueSet3Test, PermuteValueSet3Test<DataType::Float32>)
953ARMNN_AUTO_TEST_CASE(SimplePermuteQASymm8, SimplePermuteTest<DataType::QuantisedAsymm8>)
954ARMNN_AUTO_TEST_CASE(PermuteQASymm8ValueSet1Test, PermuteValueSet1Test<DataType::QuantisedAsymm8>)
955ARMNN_AUTO_TEST_CASE(PermuteQASymm8ValueSet2Test, PermuteValueSet2Test<DataType::QuantisedAsymm8>)
956ARMNN_AUTO_TEST_CASE(PermuteQASymm8ValueSet3Test, PermuteValueSet3Test<DataType::QuantisedAsymm8>)
957ARMNN_AUTO_TEST_CASE(SimplePermuteQSymm16, SimplePermuteTest<DataType::QuantisedSymm16>)
958ARMNN_AUTO_TEST_CASE(PermuteQSymm16ValueSet1Test, PermuteValueSet1Test<DataType::QuantisedSymm16>)
959ARMNN_AUTO_TEST_CASE(PermuteQSymm16ValueSet2Test, PermuteValueSet2Test<DataType::QuantisedSymm16>)
960ARMNN_AUTO_TEST_CASE(PermuteQSymm16ValueSet3Test, PermuteValueSet3Test<DataType::QuantisedSymm16>)
telsoa014fcda012018-03-09 14:13:49 +0000961
Matteo Martincigha65b7ae2018-11-14 12:39:55 +0000962// Lstm
Jan Eilers38e05bd2019-06-26 13:10:09 +0100963BOOST_AUTO_TEST_CASE(LstmUtilsZeroVector) {
964 LstmUtilsZeroVectorTest(); }
965BOOST_AUTO_TEST_CASE(LstmUtilsMeanStddevNormalization) {
966 LstmUtilsMeanStddevNormalizationNoneZeroInputTest();
967 LstmUtilsMeanStddevNormalizationAllZeroInputTest();
968 LstmUtilsMeanStddevNormalizationMixedZeroInputTest(); }
969BOOST_AUTO_TEST_CASE(LstmUtilsVectorBatchVectorCwiseProduct) {
970 LstmUtilsVectorBatchVectorCwiseProductTest(); }
971BOOST_AUTO_TEST_CASE(LstmUtilsVectorBatchVectorAdd) {
972 LstmUtilsVectorBatchVectorAddTest(); }
973
Matteo Martincigha65b7ae2018-11-14 12:39:55 +0000974ARMNN_AUTO_TEST_CASE(LstmLayerFloat32WithCifgWithPeepholeNoProjection,
975 LstmLayerFloat32WithCifgWithPeepholeNoProjectionTest)
976ARMNN_AUTO_TEST_CASE(LstmLayerFloat32NoCifgNoPeepholeNoProjection,
977 LstmLayerFloat32NoCifgNoPeepholeNoProjectionTest)
978ARMNN_AUTO_TEST_CASE(LstmLayerFloat32NoCifgWithPeepholeWithProjection,
979 LstmLayerFloat32NoCifgWithPeepholeWithProjectionTest)
980
Jan Eilers38e05bd2019-06-26 13:10:09 +0100981ARMNN_AUTO_TEST_CASE(LstmLayerFloat32NoCifgWithPeepholeWithProjectionWithLayerNorm,
982 LstmLayerFloat32NoCifgWithPeepholeWithProjectionWithLayerNormTest)
983
Conor Kennedyb9971c92019-05-07 07:14:23 +0100984ARMNN_AUTO_TEST_CASE(LstmLayerInt16NoCifgNoPeepholeNoProjection,
985 LstmLayerInt16NoCifgNoPeepholeNoProjectionTest)
986ARMNN_AUTO_TEST_CASE(LstmLayerInt16WithCifgWithPeepholeNoProjection,
987 LstmLayerInt16WithCifgWithPeepholeNoProjectionTest)
988ARMNN_AUTO_TEST_CASE(LstmLayerInt16NoCifgWithPeepholeWithProjection,
989 LstmLayerInt16NoCifgWithPeepholeWithProjectionTest)
990ARMNN_AUTO_TEST_CASE(LstmLayerInt16NoCifgNoPeepholeNoProjectionInt16Constant,
991 LstmLayerInt16NoCifgNoPeepholeNoProjectionInt16ConstantTest)
992
telsoa01c577f2c2018-08-31 09:22:23 +0100993// Convert from Float16 to Float32
994ARMNN_AUTO_TEST_CASE(SimpleConvertFp16ToFp32, SimpleConvertFp16ToFp32Test)
995// Convert from Float32 to Float16
996ARMNN_AUTO_TEST_CASE(SimpleConvertFp32ToFp16, SimpleConvertFp32ToFp16Test)
997
narpra011e4c31d2018-09-28 11:07:51 +0100998// Mean
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100999ARMNN_AUTO_TEST_CASE(MeanSimpleFloat32, MeanSimpleTest<DataType::Float32>)
1000ARMNN_AUTO_TEST_CASE(MeanSimpleAxisFloat32, MeanSimpleAxisTest<DataType::Float32>)
1001ARMNN_AUTO_TEST_CASE(MeanKeepDimsFloat32, MeanKeepDimsTest<DataType::Float32>)
1002ARMNN_AUTO_TEST_CASE(MeanMultipleDimsFloat32, MeanMultipleDimsTest<DataType::Float32>)
1003ARMNN_AUTO_TEST_CASE(MeanVts1Float32, MeanVts1Test<DataType::Float32>)
1004ARMNN_AUTO_TEST_CASE(MeanVts2Float32, MeanVts2Test<DataType::Float32>)
1005ARMNN_AUTO_TEST_CASE(MeanVts3Float32, MeanVts3Test<DataType::Float32>)
narpra011e4c31d2018-09-28 11:07:51 +01001006
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001007ARMNN_AUTO_TEST_CASE(MeanSimpleQuantisedAsymm8, MeanSimpleTest<DataType::QuantisedAsymm8>)
1008ARMNN_AUTO_TEST_CASE(MeanSimpleAxisQuantisedAsymm8, MeanSimpleAxisTest<DataType::QuantisedAsymm8>)
1009ARMNN_AUTO_TEST_CASE(MeanKeepDimsQuantisedAsymm8, MeanKeepDimsTest<DataType::QuantisedAsymm8>)
1010ARMNN_AUTO_TEST_CASE(MeanMultipleDimsQuantisedAsymm8, MeanMultipleDimsTest<DataType::QuantisedAsymm8>)
1011ARMNN_AUTO_TEST_CASE(MeanVts1QuantisedAsymm8, MeanVts1Test<DataType::QuantisedAsymm8>)
1012ARMNN_AUTO_TEST_CASE(MeanVts2QuantisedAsymm8, MeanVts2Test<DataType::QuantisedAsymm8>)
1013ARMNN_AUTO_TEST_CASE(MeanVts3QuantisedAsymm8, MeanVts3Test<DataType::QuantisedAsymm8>)
narpra011e4c31d2018-09-28 11:07:51 +01001014
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001015ARMNN_AUTO_TEST_CASE(MeanSimpleQuantisedSymm16, MeanSimpleTest<DataType::QuantisedSymm16>)
1016ARMNN_AUTO_TEST_CASE(MeanSimpleAxisQuantisedSymm16, MeanSimpleAxisTest<DataType::QuantisedSymm16>)
1017ARMNN_AUTO_TEST_CASE(MeanKeepDimsQuantisedSymm16, MeanKeepDimsTest<DataType::QuantisedSymm16>)
1018ARMNN_AUTO_TEST_CASE(MeanMultipleDimsQuantisedSymm16, MeanMultipleDimsTest<DataType::QuantisedSymm16>)
1019ARMNN_AUTO_TEST_CASE(MeanVts1QuantisedSymm16, MeanVts1Test<DataType::QuantisedSymm16>)
1020ARMNN_AUTO_TEST_CASE(MeanVts2QuantisedSymm16, MeanVts2Test<DataType::QuantisedSymm16>)
1021ARMNN_AUTO_TEST_CASE(MeanVts3QuantisedSymm16, MeanVts3Test<DataType::QuantisedSymm16>)
James Conroyb80775f2019-06-11 11:25:30 +01001022
Éanna Ó Catháin47c1ddb2018-10-12 14:24:13 +01001023ARMNN_AUTO_TEST_CASE(AdditionAfterMaxPool, AdditionAfterMaxPoolTest)
1024
Nikhil Raj68c2c902019-09-19 11:21:11 +01001025// ArgMinMax
1026ARMNN_AUTO_TEST_CASE(ArgMaxFloat32, ArgMaxSimpleTest<DataType::Float32>)
1027ARMNN_AUTO_TEST_CASE(ArgMinFloat32, ArgMinSimpleTest<DataType::Float32>)
1028ARMNN_AUTO_TEST_CASE(ArgMinChannel4dFloat32, ArgMinChannel4dTest<DataType::Float32>)
1029ARMNN_AUTO_TEST_CASE(ArgMaxChannel4dFloat32, ArgMaxChannel4dTest<DataType::Float32>)
1030
1031ARMNN_AUTO_TEST_CASE(ArgMaxQuantisedAsymm8, ArgMaxSimpleTest<DataType::QuantisedAsymm8>)
1032ARMNN_AUTO_TEST_CASE(ArgMinQuantisedAsymm8, ArgMinSimpleTest<DataType::QuantisedAsymm8>)
1033ARMNN_AUTO_TEST_CASE(ArgMinChannel4dQuantisedAsymm8, ArgMinChannel4dTest<DataType::QuantisedAsymm8>)
1034ARMNN_AUTO_TEST_CASE(ArgMaxChannel4dQuantisedAsymm8, ArgMaxChannel4dTest<DataType::QuantisedAsymm8>)
1035
1036ARMNN_AUTO_TEST_CASE(ArgMaxQuantisedSymm16, ArgMaxSimpleTest<DataType::QuantisedSymm16>)
1037ARMNN_AUTO_TEST_CASE(ArgMinQuantisedSymm16, ArgMinSimpleTest<DataType::QuantisedSymm16>)
1038ARMNN_AUTO_TEST_CASE(ArgMinChannel4dQuantisedSymm16, ArgMinChannel4dTest<DataType::QuantisedSymm16>)
1039ARMNN_AUTO_TEST_CASE(ArgMaxChannel4dQuantisedSymm16, ArgMaxChannel4dTest<DataType::QuantisedSymm16>)
1040
Nattapat Chaimanowong3ea76d52018-11-09 14:10:38 +00001041// Space To Batch Nd
1042ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleFloat32, SpaceToBatchNdSimpleFloat32Test)
1043ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsFloat32, SpaceToBatchNdMultiChannelsFloat32Test)
1044ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockFloat32, SpaceToBatchNdMultiBlockFloat32Test)
1045ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingFloat32, SpaceToBatchNdPaddingFloat32Test)
1046
Matthew Jackson9bff1442019-09-12 09:08:23 +01001047ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleFloat16, SpaceToBatchNdSimpleFloat16Test)
1048ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsFloat16, SpaceToBatchNdMultiChannelsFloat16Test)
1049ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockFloat16, SpaceToBatchNdMultiBlockFloat16Test)
1050ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingFloat16, SpaceToBatchNdPaddingFloat16Test)
1051
Nattapat Chaimanowong3ea76d52018-11-09 14:10:38 +00001052ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleUint8, SpaceToBatchNdSimpleUint8Test)
1053ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsUint8, SpaceToBatchNdMultiChannelsUint8Test)
1054ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockUint8, SpaceToBatchNdMultiBlockUint8Test)
1055ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingUint8, SpaceToBatchNdPaddingUint8Test)
1056
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001057ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleNhwcFloat32, SpaceToBatchNdSimpleNhwcFloat32Test)
1058ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsNhwcFloat32, SpaceToBatchNdMultiChannelsNhwcFloat32Test)
1059ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockNhwcFloat32, SpaceToBatchNdMultiBlockNhwcFloat32Test)
1060ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingNhwcFloat32, SpaceToBatchNdPaddingNhwcFloat32Test)
Nattapat Chaimanowong3ea76d52018-11-09 14:10:38 +00001061
Matthew Jackson9bff1442019-09-12 09:08:23 +01001062ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleNhwcFloat16, SpaceToBatchNdSimpleNhwcFloat16Test)
1063ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsNhwcFloat16, SpaceToBatchNdMultiChannelsNhwcFloat16Test)
1064ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockNhwcFloat16, SpaceToBatchNdMultiBlockNhwcFloat16Test)
1065ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingNhwcFloat16, SpaceToBatchNdPaddingNhwcFloat16Test)
1066
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001067ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleNhwcUint8, SpaceToBatchNdSimpleNhwcUint8Test)
1068ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsNhwcUint8, SpaceToBatchNdMultiChannelsNhwcUint8Test)
1069ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockNhwcUint8, SpaceToBatchNdMultiBlockNhwcUint8Test)
1070ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingNhwcUint8, SpaceToBatchNdPaddingNhwcUint8Test)
Nattapat Chaimanowong3ea76d52018-11-09 14:10:38 +00001071
nikraj01120522a2019-05-31 11:33:07 +01001072ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleUint16, SpaceToBatchNdSimpleUint16Test)
1073ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsUint16, SpaceToBatchNdMultiChannelsUint16Test)
1074ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockUint16, SpaceToBatchNdMultiBlockUint16Test)
1075ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingUint16, SpaceToBatchNdPaddingUint16Test)
1076
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001077ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleNhwcUint16, SpaceToBatchNdSimpleNhwcUint16Test)
1078ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsNhwcUint16, SpaceToBatchNdMultiChannelsNhwcUint16Test)
1079ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockNhwcUint16, SpaceToBatchNdMultiBlockNhwcUint16Test)
1080ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingNhwcUint16, SpaceToBatchNdPaddingNhwcUint16Test)
nikraj01120522a2019-05-31 11:33:07 +01001081
Francis Murtagh57f13d52019-06-24 14:24:36 +01001082// BatchToSpace
Matthew Jackson9bff1442019-09-12 09:08:23 +01001083ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat32_1, BatchToSpaceNdNhwcTest1<DataType::Float32>)
1084ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat32_2, BatchToSpaceNdNhwcTest2<DataType::Float32>)
1085ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat32_3, BatchToSpaceNdNhwcTest3<DataType::Float32>)
1086ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat32_4, BatchToSpaceNdNhwcTest4<DataType::Float32>)
1087ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat32_5, BatchToSpaceNdNhwcTest5<DataType::Float32>)
1088ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat32_6, BatchToSpaceNdNhwcTest6<DataType::Float32>)
1089ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat32_7, BatchToSpaceNdNhwcTest7<DataType::Float32>)
1090
1091ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat16_1, BatchToSpaceNdNhwcTest1<DataType::Float16>)
1092ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat16_2, BatchToSpaceNdNhwcTest2<DataType::Float16>)
1093ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat16_3, BatchToSpaceNdNhwcTest3<DataType::Float16>)
1094ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat16_4, BatchToSpaceNdNhwcTest4<DataType::Float16>)
1095ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat16_5, BatchToSpaceNdNhwcTest5<DataType::Float16>)
1096ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat16_6, BatchToSpaceNdNhwcTest6<DataType::Float16>)
1097ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat16_7, BatchToSpaceNdNhwcTest7<DataType::Float16>)
Éanna Ó Catháin4e1e1362018-11-12 11:36:34 +00001098
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001099ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint1, BatchToSpaceNdNhwcTest1<DataType::QuantisedAsymm8>)
1100ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint2, BatchToSpaceNdNhwcTest2<DataType::QuantisedAsymm8>)
1101ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint3, BatchToSpaceNdNhwcTest3<DataType::QuantisedAsymm8>)
1102ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint4, BatchToSpaceNdNhwcTest4<DataType::QuantisedAsymm8>)
1103ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint5, BatchToSpaceNdNhwcTest5<DataType::QuantisedAsymm8>)
1104ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint6, BatchToSpaceNdNhwcTest6<DataType::QuantisedAsymm8>)
1105ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint7, BatchToSpaceNdNhwcTest7<DataType::QuantisedAsymm8>)
Éanna Ó Catháin4e1e1362018-11-12 11:36:34 +00001106
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001107ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcQsymm16_1, BatchToSpaceNdNhwcTest1<DataType::QuantisedSymm16>)
1108ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcQsymm16_2, BatchToSpaceNdNhwcTest2<DataType::QuantisedSymm16>)
1109ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcQsymm16_3, BatchToSpaceNdNhwcTest3<DataType::QuantisedSymm16>)
1110ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcQsymm16_4, BatchToSpaceNdNhwcTest4<DataType::QuantisedSymm16>)
1111ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcQsymm16_5, BatchToSpaceNdNhwcTest5<DataType::QuantisedSymm16>)
1112ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcQsymm16_6, BatchToSpaceNdNhwcTest6<DataType::QuantisedSymm16>)
1113ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcQsymm16_7, BatchToSpaceNdNhwcTest7<DataType::QuantisedSymm16>)
Francis Murtaghd0dfe172019-06-25 10:57:10 +01001114
Matthew Jackson9bff1442019-09-12 09:08:23 +01001115ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat16_1, BatchToSpaceNdNchwTest1<DataType::Float16>)
1116ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat16_2, BatchToSpaceNdNchwTest2<DataType::Float16>)
1117ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat16_3, BatchToSpaceNdNchwTest3<DataType::Float16>)
1118ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat16_4, BatchToSpaceNdNchwTest4<DataType::Float16>)
1119ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat16_5, BatchToSpaceNdNchwTest5<DataType::Float16>)
1120ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat16_6, BatchToSpaceNdNchwTest6<DataType::Float16>)
1121ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat16_7, BatchToSpaceNdNchwTest7<DataType::Float16>)
Mike Kelly831faed2018-11-28 11:52:08 +00001122
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001123ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint1, BatchToSpaceNdNchwTest1<DataType::QuantisedAsymm8>)
1124ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint2, BatchToSpaceNdNchwTest2<DataType::QuantisedAsymm8>)
1125ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint3, BatchToSpaceNdNchwTest3<DataType::QuantisedAsymm8>)
1126ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint4, BatchToSpaceNdNchwTest4<DataType::QuantisedAsymm8>)
1127ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint5, BatchToSpaceNdNchwTest5<DataType::QuantisedAsymm8>)
1128ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint6, BatchToSpaceNdNchwTest6<DataType::QuantisedAsymm8>)
1129ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint7, BatchToSpaceNdNchwTest7<DataType::QuantisedAsymm8>)
Éanna Ó Catháin262553e2018-11-14 11:26:23 +00001130
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001131ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwQsymm16_1, BatchToSpaceNdNchwTest1<DataType::QuantisedSymm16>)
1132ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwQsymm16_2, BatchToSpaceNdNchwTest2<DataType::QuantisedSymm16>)
1133ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwQsymm16_3, BatchToSpaceNdNchwTest3<DataType::QuantisedSymm16>)
1134ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwQsymm16_4, BatchToSpaceNdNchwTest4<DataType::QuantisedSymm16>)
1135ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwQsymm16_5, BatchToSpaceNdNchwTest5<DataType::QuantisedSymm16>)
1136ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwQsymm16_6, BatchToSpaceNdNchwTest6<DataType::QuantisedSymm16>)
1137ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwQsymm16_7, BatchToSpaceNdNchwTest7<DataType::QuantisedSymm16>)
Francis Murtaghd0dfe172019-06-25 10:57:10 +01001138
Aron Virginas-Tar73f66422019-09-23 19:11:59 +01001139// DepthToSpace
1140ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat32_1, DepthToSpaceTest1<DataType::Float32>, DataLayout::NCHW);
1141ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat32_2, DepthToSpaceTest2<DataType::Float32>, DataLayout::NCHW);
1142ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat32_3, DepthToSpaceTest3<DataType::Float32>, DataLayout::NCHW);
1143ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat32_4, DepthToSpaceTest4<DataType::Float32>, DataLayout::NCHW);
1144
1145ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat16_1, DepthToSpaceTest1<DataType::Float16>, DataLayout::NCHW);
1146ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat16_2, DepthToSpaceTest2<DataType::Float16>, DataLayout::NCHW);
1147ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat16_3, DepthToSpaceTest3<DataType::Float16>, DataLayout::NCHW);
1148ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat16_4, DepthToSpaceTest4<DataType::Float16>, DataLayout::NCHW);
1149
1150ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwUint8_1, DepthToSpaceTest1<DataType::QuantisedAsymm8>, DataLayout::NCHW);
1151ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwUint8_2, DepthToSpaceTest2<DataType::QuantisedAsymm8>, DataLayout::NCHW);
1152ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwUint8_3, DepthToSpaceTest3<DataType::QuantisedAsymm8>, DataLayout::NCHW);
1153ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwUint8_4, DepthToSpaceTest4<DataType::QuantisedAsymm8>, DataLayout::NCHW);
1154
1155ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt16_1, DepthToSpaceTest1<DataType::QuantisedSymm16>, DataLayout::NCHW);
1156ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt16_2, DepthToSpaceTest2<DataType::QuantisedSymm16>, DataLayout::NCHW);
1157ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt16_3, DepthToSpaceTest3<DataType::QuantisedSymm16>, DataLayout::NCHW);
1158ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt16_4, DepthToSpaceTest4<DataType::QuantisedSymm16>, DataLayout::NCHW);
1159
1160ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat32_1, DepthToSpaceTest1<DataType::Float32>, DataLayout::NHWC);
1161ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat32_2, DepthToSpaceTest2<DataType::Float32>, DataLayout::NHWC);
1162ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat32_3, DepthToSpaceTest3<DataType::Float32>, DataLayout::NHWC);
1163ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat32_4, DepthToSpaceTest4<DataType::Float32>, DataLayout::NHWC);
1164
1165ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat16_1, DepthToSpaceTest1<DataType::Float16>, DataLayout::NHWC);
1166ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat16_2, DepthToSpaceTest2<DataType::Float16>, DataLayout::NHWC);
1167ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat16_3, DepthToSpaceTest3<DataType::Float16>, DataLayout::NHWC);
1168ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat16_4, DepthToSpaceTest4<DataType::Float16>, DataLayout::NHWC);
1169
1170ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcUint8_1, DepthToSpaceTest1<DataType::QuantisedAsymm8>, DataLayout::NHWC);
1171ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcUint8_2, DepthToSpaceTest2<DataType::QuantisedAsymm8>, DataLayout::NHWC);
1172ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcUint8_3, DepthToSpaceTest3<DataType::QuantisedAsymm8>, DataLayout::NHWC);
1173ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcUint8_4, DepthToSpaceTest4<DataType::QuantisedAsymm8>, DataLayout::NHWC);
1174
1175ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt16_1, DepthToSpaceTest1<DataType::QuantisedSymm16>, DataLayout::NHWC);
1176ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt16_2, DepthToSpaceTest2<DataType::QuantisedSymm16>, DataLayout::NHWC);
1177ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt16_3, DepthToSpaceTest3<DataType::QuantisedSymm16>, DataLayout::NHWC);
1178ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt16_4, DepthToSpaceTest4<DataType::QuantisedSymm16>, DataLayout::NHWC);
Francis Murtaghd0dfe172019-06-25 10:57:10 +01001179
Francis Murtagh57f13d52019-06-24 14:24:36 +01001180// SpaceToDepth
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001181ARMNN_AUTO_TEST_CASE(SpaceToDepthNchwAsymmQ8, SpaceToDepthNchwAsymmQ8Test)
1182ARMNN_AUTO_TEST_CASE(SpaceToDepthNhwcAsymmQ8, SpaceToDepthNhwcAsymmQ8Test)
Keith Davisa57eccb2019-06-14 17:33:22 +01001183
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001184ARMNN_AUTO_TEST_CASE(SpaceToDepthNhwc1Float32, SpaceToDepthNhwcFloat32Test1)
1185ARMNN_AUTO_TEST_CASE(SpaceToDepthNchw1Float32, SpaceToDepthNchwFloat32Test1)
James Conroyd2aa85e2019-07-01 17:12:40 +01001186
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001187ARMNN_AUTO_TEST_CASE(SpaceToDepthNhwc2Float32, SpaceToDepthNhwcFloat32Test2)
1188ARMNN_AUTO_TEST_CASE(SpaceToDepthNchw2Float32, SpaceToDepthNchwFloat32Test2)
James Conroyd2aa85e2019-07-01 17:12:40 +01001189
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001190ARMNN_AUTO_TEST_CASE(SpaceToDepthNhwcQSymm16, SpaceToDepthNhwcQSymm16Test)
1191ARMNN_AUTO_TEST_CASE(SpaceToDepthNchwQSymm16, SpaceToDepthNchwQSymm16Test)
Keith Davisa57eccb2019-06-14 17:33:22 +01001192
Nattapat Chaimanowong1216b582018-11-23 15:33:41 +00001193// Strided Slice
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001194ARMNN_AUTO_TEST_CASE(StridedSlice4dFloat32, StridedSlice4dFloat32Test)
1195ARMNN_AUTO_TEST_CASE(StridedSlice4dReverseFloat32, StridedSlice4dReverseFloat32Test)
Nattapat Chaimanowong1216b582018-11-23 15:33:41 +00001196ARMNN_AUTO_TEST_CASE(StridedSliceSimpleStrideFloat32, StridedSliceSimpleStrideFloat32Test)
1197ARMNN_AUTO_TEST_CASE(StridedSliceSimpleRangeMaskFloat32, StridedSliceSimpleRangeMaskFloat32Test)
1198ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskFloat32, StridedSliceShrinkAxisMaskFloat32Test)
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001199ARMNN_AUTO_TEST_CASE(StridedSlice3dFloat32, StridedSlice3dFloat32Test)
1200ARMNN_AUTO_TEST_CASE(StridedSlice3dReverseFloat32, StridedSlice3dReverseFloat32Test)
1201ARMNN_AUTO_TEST_CASE(StridedSlice2dFloat32, StridedSlice2dFloat32Test)
1202ARMNN_AUTO_TEST_CASE(StridedSlice2dReverseFloat32, StridedSlice2dReverseFloat32Test)
Nattapat Chaimanowong1216b582018-11-23 15:33:41 +00001203
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001204ARMNN_AUTO_TEST_CASE(StridedSlice4dUint8, StridedSlice4dUint8Test)
1205ARMNN_AUTO_TEST_CASE(StridedSlice4dReverseUint8, StridedSlice4dReverseUint8Test)
Nattapat Chaimanowong1216b582018-11-23 15:33:41 +00001206ARMNN_AUTO_TEST_CASE(StridedSliceSimpleStrideUint8, StridedSliceSimpleStrideUint8Test)
1207ARMNN_AUTO_TEST_CASE(StridedSliceSimpleRangeMaskUint8, StridedSliceSimpleRangeMaskUint8Test)
1208ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskUint8, StridedSliceShrinkAxisMaskUint8Test)
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001209ARMNN_AUTO_TEST_CASE(StridedSlice3dUint8, StridedSlice3dUint8Test)
1210ARMNN_AUTO_TEST_CASE(StridedSlice3dReverseUint8, StridedSlice3dReverseUint8Test)
1211ARMNN_AUTO_TEST_CASE(StridedSlice2dUint8, StridedSlice2dUint8Test)
1212ARMNN_AUTO_TEST_CASE(StridedSlice2dReverseUint8, StridedSlice2dReverseUint8Test)
Nattapat Chaimanowong1216b582018-11-23 15:33:41 +00001213
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001214ARMNN_AUTO_TEST_CASE(StridedSlice4dInt16, StridedSlice4dInt16Test)
1215ARMNN_AUTO_TEST_CASE(StridedSlice4dReverseInt16, StridedSlice4dReverseInt16Test)
Matteo Martincigh42666a12019-05-29 08:53:41 +01001216ARMNN_AUTO_TEST_CASE(StridedSliceSimpleStrideInt16, StridedSliceSimpleStrideInt16Test)
1217ARMNN_AUTO_TEST_CASE(StridedSliceSimpleRangeMaskInt16, StridedSliceSimpleRangeMaskInt16Test)
1218ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskInt16, StridedSliceShrinkAxisMaskInt16Test)
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001219ARMNN_AUTO_TEST_CASE(StridedSlice3dInt16, StridedSlice3dInt16Test)
1220ARMNN_AUTO_TEST_CASE(StridedSlice3dReverseInt16, StridedSlice3dReverseInt16Test)
1221ARMNN_AUTO_TEST_CASE(StridedSlice2dInt16, StridedSlice2dInt16Test)
1222ARMNN_AUTO_TEST_CASE(StridedSlice2dReverseInt16, StridedSlice2dReverseInt16Test)
Matteo Martincigh42666a12019-05-29 08:53:41 +01001223
Nattapat Chaimanowongcfdcadf2018-12-06 11:54:33 +00001224// Debug
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001225ARMNN_AUTO_TEST_CASE(Debug4dFloat32, Debug4dFloat32Test)
1226ARMNN_AUTO_TEST_CASE(Debug3dFloat32, Debug3dFloat32Test)
1227ARMNN_AUTO_TEST_CASE(Debug2dFloat32, Debug2dFloat32Test)
1228ARMNN_AUTO_TEST_CASE(Debug1dFloat32, Debug1dFloat32Test)
Nattapat Chaimanowongcfdcadf2018-12-06 11:54:33 +00001229
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001230ARMNN_AUTO_TEST_CASE(Debug4dUint8, Debug4dUint8Test)
1231ARMNN_AUTO_TEST_CASE(Debug3dUint8, Debug3dUint8Test)
1232ARMNN_AUTO_TEST_CASE(Debug2dUint8, Debug2dUint8Test)
1233ARMNN_AUTO_TEST_CASE(Debug1dUint8, Debug1dUint8Test)
Nattapat Chaimanowongcfdcadf2018-12-06 11:54:33 +00001234
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001235ARMNN_AUTO_TEST_CASE(Debug4dQSymm16, Debug4dInt16Test)
1236ARMNN_AUTO_TEST_CASE(Debug3dQSymm16, Debug3dInt16Test)
1237ARMNN_AUTO_TEST_CASE(Debug2dQSymm16, Debug2dInt16Test)
1238ARMNN_AUTO_TEST_CASE(Debug1dQSymm16, Debug1dInt16Test)
Narumol Prangnawarat47cfee92019-07-04 10:29:00 +01001239
narpra014951d842019-01-18 16:53:53 +00001240// Gather
Matthew Jackson9bff1442019-09-12 09:08:23 +01001241ARMNN_AUTO_TEST_CASE(Gather1dParamsFloat32, Gather1dParamsFloat32Test)
1242ARMNN_AUTO_TEST_CASE(Gather1dParamsFloat16, Gather1dParamsFloat16Test)
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001243ARMNN_AUTO_TEST_CASE(Gather1dParamsUint8, Gather1dParamsUint8Test)
1244ARMNN_AUTO_TEST_CASE(Gather1dParamsInt16, Gather1dParamsInt16Test)
Matthew Jackson9bff1442019-09-12 09:08:23 +01001245ARMNN_AUTO_TEST_CASE(GatherMultiDimParamsFloat32, GatherMultiDimParamsFloat32Test)
1246ARMNN_AUTO_TEST_CASE(GatherMultiDimParamsFloat16, GatherMultiDimParamsFloat16Test)
narpra014951d842019-01-18 16:53:53 +00001247ARMNN_AUTO_TEST_CASE(GatherMultiDimParamsUint8, GatherMultiDimParamsUint8Test)
Ellen Norris-Thompsone0dbedf2019-06-24 09:23:38 +01001248ARMNN_AUTO_TEST_CASE(GatherMultiDimParamsInt16, GatherMultiDimParamsInt16Test)
Matthew Jackson9bff1442019-09-12 09:08:23 +01001249ARMNN_AUTO_TEST_CASE(GatherMultiDimParamsMultiDimIndicesFloat32, GatherMultiDimParamsMultiDimIndicesFloat32Test)
1250ARMNN_AUTO_TEST_CASE(GatherMultiDimParamsMultiDimIndicesFloat16, GatherMultiDimParamsMultiDimIndicesFloat16Test)
narpra014951d842019-01-18 16:53:53 +00001251ARMNN_AUTO_TEST_CASE(GatherMultiDimParamsMultiDimIndicesUint8, GatherMultiDimParamsMultiDimIndicesUint8Test)
Ellen Norris-Thompsone0dbedf2019-06-24 09:23:38 +01001252ARMNN_AUTO_TEST_CASE(GatherMultiDimParamsMultiDimIndicesInt16, GatherMultiDimParamsMultiDimIndicesInt16Test)
narpra014951d842019-01-18 16:53:53 +00001253
Sadik Armagan9199e582019-09-05 17:35:31 +01001254// Abs
1255ARMNN_AUTO_TEST_CASE(Abs2d, Abs2dTest<DataType::Float32>)
1256ARMNN_AUTO_TEST_CASE(Abs3d, Abs3dTest<DataType::Float32>)
1257ARMNN_AUTO_TEST_CASE(AbsZero, AbsZeroTest<DataType::Float32>)
Matthew Jackson9bff1442019-09-12 09:08:23 +01001258ARMNN_AUTO_TEST_CASE(Abs2dFloat16, Abs2dTest<DataType::Float16>)
1259ARMNN_AUTO_TEST_CASE(Abs3dFloat16, Abs3dTest<DataType::Float16>)
Sadik Armagan9199e582019-09-05 17:35:31 +01001260ARMNN_AUTO_TEST_CASE(Abs2dQuantisedAsymm8, Abs2dTest<DataType::QuantisedAsymm8>)
1261ARMNN_AUTO_TEST_CASE(Abs3dQuantisedAsymm8, Abs3dTest<DataType::QuantisedAsymm8>)
1262ARMNN_AUTO_TEST_CASE(Abs2dQuantisedSymm16, Abs2dTest<DataType::QuantisedSymm16>)
1263ARMNN_AUTO_TEST_CASE(Abs3dQuantisedSymm16, Abs3dTest<DataType::QuantisedSymm16>)
1264
Narumol Prangnawarate0a4ad82019-02-04 19:05:27 +00001265// Detection PostProcess
1266BOOST_AUTO_TEST_CASE(DetectionPostProcessRegularNmsFloat)
1267{
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001268 DetectionPostProcessRegularNmsFloatTest<RefWorkloadFactory>();
Narumol Prangnawarate0a4ad82019-02-04 19:05:27 +00001269}
1270BOOST_AUTO_TEST_CASE(DetectionPostProcessFastNmsFloat)
1271{
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001272 DetectionPostProcessFastNmsFloatTest<RefWorkloadFactory>();
Narumol Prangnawarate0a4ad82019-02-04 19:05:27 +00001273}
1274BOOST_AUTO_TEST_CASE(DetectionPostProcessRegularNmsUint8)
1275{
Aron Virginas-Tar6331f912019-06-03 17:10:02 +01001276 DetectionPostProcessRegularNmsQuantizedTest<
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001277 RefWorkloadFactory, DataType::QuantisedAsymm8>();
Narumol Prangnawarate0a4ad82019-02-04 19:05:27 +00001278}
1279BOOST_AUTO_TEST_CASE(DetectionPostProcessFastNmsUint8)
1280{
Aron Virginas-Tar6331f912019-06-03 17:10:02 +01001281 DetectionPostProcessRegularNmsQuantizedTest<
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001282 RefWorkloadFactory, DataType::QuantisedAsymm8>();
Aron Virginas-Tar6331f912019-06-03 17:10:02 +01001283}
1284BOOST_AUTO_TEST_CASE(DetectionPostProcessRegularNmsInt16)
1285{
1286 DetectionPostProcessRegularNmsQuantizedTest<
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001287 RefWorkloadFactory, DataType::QuantisedSymm16>();
Aron Virginas-Tar6331f912019-06-03 17:10:02 +01001288}
1289BOOST_AUTO_TEST_CASE(DetectionPostProcessFastNmsInt16)
1290{
1291 DetectionPostProcessFastNmsQuantizedTest<
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001292 RefWorkloadFactory, DataType::QuantisedSymm16>();
Narumol Prangnawarate0a4ad82019-02-04 19:05:27 +00001293}
1294
Nattapat Chaimanowong8a54ac02019-03-29 15:25:04 +00001295// Dequantize
Nattapat Chaimanowongafa4e3a2019-04-02 11:41:45 +01001296ARMNN_AUTO_TEST_CASE(DequantizeSimpleUint8, DequantizeSimpleUint8Test)
1297ARMNN_AUTO_TEST_CASE(DequantizeOffsetUint8, DequantizeOffsetUint8Test)
1298ARMNN_AUTO_TEST_CASE(DequantizeSimpleInt16, DequantizeSimpleInt16Test)
Narumol Prangnawarate0a4ad82019-02-04 19:05:27 +00001299
Nattapat Chaimanowonga0beb3b2019-04-01 17:04:53 +01001300// Quantize
1301ARMNN_AUTO_TEST_CASE(QuantizeSimpleUint8, QuantizeSimpleUint8Test)
1302ARMNN_AUTO_TEST_CASE(QuantizeClampUint8, QuantizeClampUint8Test)
1303ARMNN_AUTO_TEST_CASE(QuantizeClampInt16, QuantizeClampInt16Test)
1304
Matteo Martincighab9e5252019-06-13 17:27:46 +01001305// PReLU
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001306ARMNN_AUTO_TEST_CASE(PreluFloat32, PreluTest<DataType::Float32>)
Matthew Jackson9bff1442019-09-12 09:08:23 +01001307ARMNN_AUTO_TEST_CASE(PreluFloat16, PreluTest<DataType::Float16>)
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001308ARMNN_AUTO_TEST_CASE(PreluUint8, PreluTest<DataType::QuantisedAsymm8>)
1309ARMNN_AUTO_TEST_CASE(PreluInt16, PreluTest<DataType::QuantisedSymm16>)
Matteo Martincighab9e5252019-06-13 17:27:46 +01001310
Aron Virginas-Tar92b9f872019-09-17 17:27:04 +01001311// Slice
1312ARMNN_AUTO_TEST_CASE(Slice4dFloat32, Slice4dFloat32Test)
1313ARMNN_AUTO_TEST_CASE(Slice3dFloat32, Slice3dFloat32Test)
1314ARMNN_AUTO_TEST_CASE(Slice2dFloat32, Slice2dFloat32Test)
1315ARMNN_AUTO_TEST_CASE(Slice1dFloat32, Slice1dFloat32Test)
1316
1317ARMNN_AUTO_TEST_CASE(Slice4dUint8, Slice4dUint8Test)
1318ARMNN_AUTO_TEST_CASE(Slice3dUint8, Slice3dUint8Test)
1319ARMNN_AUTO_TEST_CASE(Slice2dUint8, Slice2dUint8Test)
1320ARMNN_AUTO_TEST_CASE(Slice1dUint8, Slice1dUint8Test)
1321
1322ARMNN_AUTO_TEST_CASE(Slice4dInt16, Slice4dInt16Test)
1323ARMNN_AUTO_TEST_CASE(Slice3dInt16, Slice3dInt16Test)
1324ARMNN_AUTO_TEST_CASE(Slice2dInt16, Slice2dInt16Test)
1325ARMNN_AUTO_TEST_CASE(Slice1dInt16, Slice1dInt16Test)
1326
Aron Virginas-Tar735a4502019-06-26 15:02:47 +01001327// TransposeConvolution2d
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001328ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dFloatNchw,
1329 SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1330 true,
1331 DataLayout::NCHW)
1332ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dFloatNhwc,
1333 SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1334 true,
1335 DataLayout::NHWC)
1336ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dUint8Nchw,
1337 SimpleTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
1338 true,
1339 DataLayout::NCHW)
1340ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dUint8Nhwc,
1341 SimpleTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
1342 true,
1343 DataLayout::NHWC)
1344ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dInt16Nchw,
1345 SimpleTransposeConvolution2dTest<DataType::QuantisedSymm16, DataType::Signed32>,
1346 true,
1347 DataLayout::NCHW)
1348ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dInt16Nhwc,
1349 SimpleTransposeConvolution2dTest<DataType::QuantisedSymm16, DataType::Signed32>,
1350 true,
1351 DataLayout::NCHW)
Aron Virginas-Tar735a4502019-06-26 15:02:47 +01001352
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001353ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dFloatNchw,
1354 SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1355 false,
1356 DataLayout::NCHW)
1357ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dFloatNhwc,
1358 SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1359 true,
1360 DataLayout::NHWC)
1361ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dUint8Nchw,
1362 SimpleTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
1363 true,
1364 DataLayout::NCHW)
1365ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dUint8Nhwc,
1366 SimpleTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
1367 true,
1368 DataLayout::NHWC)
1369ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dInt16Nchw,
1370 SimpleTransposeConvolution2dTest<DataType::QuantisedSymm16, DataType::Signed32>,
1371 true,
1372 DataLayout::NCHW)
1373ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dInt16Nhwc,
1374 SimpleTransposeConvolution2dTest<DataType::QuantisedSymm16, DataType::Signed32>,
1375 true,
1376 DataLayout::NCHW)
Aron Virginas-Tar735a4502019-06-26 15:02:47 +01001377
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001378ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dFloatNchw,
1379 PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1380 true,
1381 DataLayout::NCHW)
1382ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dFloatNhwc,
1383 PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1384 true,
1385 DataLayout::NHWC)
1386ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dUint8Nchw,
1387 PaddedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
1388 true,
1389 DataLayout::NCHW)
1390ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dUint8Nhwc,
1391 PaddedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
1392 true,
1393 DataLayout::NHWC)
1394ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dInt16Nchw,
1395 PaddedTransposeConvolution2dTest<DataType::QuantisedSymm16, DataType::Signed32>,
1396 true,
1397 DataLayout::NCHW)
1398ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dInt16Nhwc,
1399 PaddedTransposeConvolution2dTest<DataType::QuantisedSymm16, DataType::Signed32>,
1400 true,
1401 DataLayout::NCHW)
Aron Virginas-Tar735a4502019-06-26 15:02:47 +01001402
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001403ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dFloatNchw,
1404 PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1405 false,
1406 DataLayout::NCHW)
1407ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dFloatNhwc,
1408 PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1409 true,
1410 DataLayout::NHWC)
1411ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dUint8Nchw,
1412 PaddedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
1413 true,
1414 DataLayout::NCHW)
1415ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dUint8Nhwc,
1416 PaddedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
1417 true,
1418 DataLayout::NHWC)
1419ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dInt16Nchw,
1420 PaddedTransposeConvolution2dTest<DataType::QuantisedSymm16, DataType::Signed32>,
1421 true,
1422 DataLayout::NCHW)
1423ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dInt16Nhwc,
1424 PaddedTransposeConvolution2dTest<DataType::QuantisedSymm16, DataType::Signed32>,
1425 true,
1426 DataLayout::NCHW)
Aron Virginas-Tar735a4502019-06-26 15:02:47 +01001427
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001428ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dFloatNchw,
1429 StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1430 true,
1431 DataLayout::NCHW)
1432ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dFloatNhwc,
1433 StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1434 true,
1435 DataLayout::NHWC)
1436ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dUint8Nchw,
1437 StridedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
1438 true,
1439 DataLayout::NCHW)
1440ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dUint8Nhwc,
1441 StridedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
1442 true,
1443 DataLayout::NHWC)
1444ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dInt16Nchw,
1445 StridedTransposeConvolution2dTest<DataType::QuantisedSymm16, DataType::Signed32>,
1446 true,
1447 DataLayout::NCHW)
1448ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dInt16Nhwc,
1449 StridedTransposeConvolution2dTest<DataType::QuantisedSymm16, DataType::Signed32>,
1450 true,
1451 DataLayout::NCHW)
Aron Virginas-Tar735a4502019-06-26 15:02:47 +01001452
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001453ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dFloatNchw,
1454 StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1455 false,
1456 DataLayout::NCHW)
1457ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dFloatNhwc,
1458 StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1459 true,
1460 DataLayout::NHWC)
1461ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dUint8Nchw,
1462 StridedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
1463 true,
1464 DataLayout::NCHW)
1465ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dUint8Nhwc,
1466 StridedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
1467 true,
1468 DataLayout::NHWC)
1469ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dInt16Nchw,
1470 StridedTransposeConvolution2dTest<DataType::QuantisedSymm16, DataType::Signed32>,
1471 true,
1472 DataLayout::NCHW)
1473ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dInt16Nhwc,
1474 StridedTransposeConvolution2dTest<DataType::QuantisedSymm16, DataType::Signed32>,
1475 true,
1476 DataLayout::NCHW)
1477
1478ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dFloatNchw,
1479 MultiChannelTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1480 DataLayout::NCHW)
1481ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dFloatNhwc,
1482 MultiChannelTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1483 DataLayout::NHWC)
1484ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dUint8Nchw,
1485 MultiChannelTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
1486 DataLayout::NCHW)
1487ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dUint8Nhwc,
1488 MultiChannelTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
1489 DataLayout::NHWC)
1490ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dInt16Nchw,
1491 MultiChannelTransposeConvolution2dTest<DataType::QuantisedSymm16, DataType::Signed32>,
1492 DataLayout::NCHW)
1493ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dInt16Nhwc,
1494 MultiChannelTransposeConvolution2dTest<DataType::QuantisedSymm16, DataType::Signed32>,
1495 DataLayout::NCHW)
Aron Virginas-Tar735a4502019-06-26 15:02:47 +01001496
Matthew Jackson81e601c2019-07-11 12:07:09 +01001497// Stack
Matthew Jacksone69c3992019-09-09 14:31:21 +01001498ARMNN_AUTO_TEST_CASE(Stack0Axis, StackAxis0Float32Test)
1499ARMNN_AUTO_TEST_CASE(StackOutput4DAxis1, StackOutput4DAxis1Float32Test)
1500ARMNN_AUTO_TEST_CASE(StackOutput4DAxis2, StackOutput4DAxis2Float32Test)
1501ARMNN_AUTO_TEST_CASE(StackOutput4DAxis3, StackOutput4DAxis3Float32Test)
1502ARMNN_AUTO_TEST_CASE(StackOutput3DInputs3, StackOutput3DInputs3Float32Test)
1503ARMNN_AUTO_TEST_CASE(StackOutput5D, StackOutput5DFloat32Test)
1504ARMNN_AUTO_TEST_CASE(StackFloat16, StackFloat16Test)
Matthew Jackson81e601c2019-07-11 12:07:09 +01001505
telsoa014fcda012018-03-09 14:13:49 +00001506BOOST_AUTO_TEST_SUITE_END()