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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
Aron Virginas-Tar5edc8812019-11-05 18:00:21 +0000148ARMNN_AUTO_TEST_CASE(Convolution2dPerAxisQuantTestNchw, Convolution2dPerAxisQuantTest, DataLayout::NCHW);
149ARMNN_AUTO_TEST_CASE(Convolution2dPerAxisQuantTestNhwc, Convolution2dPerAxisQuantTest, DataLayout::NHWC);
Teresa Charlin2b7519d2019-07-09 15:45:35 +0100150
telsoa014fcda012018-03-09 14:13:49 +0000151// Depthwise Convolution
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100152ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d, DepthwiseConvolution2dTest, true, DataLayout::NCHW)
153ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dUint8, DepthwiseConvolution2dUint8Test, true, DataLayout::NCHW)
telsoa014fcda012018-03-09 14:13:49 +0000154
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100155ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2d, DepthwiseConvolution2dTest, false, DataLayout::NCHW)
jimfly01d84216a2018-10-26 12:56:21 +0100156ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dUint8,
157 DepthwiseConvolution2dUint8Test,
158 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100159 DataLayout::NCHW)
160ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dQSymm16, DepthwiseConvolution2dInt16Test, true, DataLayout::NCHW)
jimfly01d84216a2018-10-26 12:56:21 +0100161
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100162ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dNhwc, DepthwiseConvolution2dTest, true, DataLayout::NHWC)
163ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dUint8Nhwc, DepthwiseConvolution2dUint8Test, true, DataLayout::NHWC)
jimfly01d84216a2018-10-26 12:56:21 +0100164
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100165ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dNhwc, DepthwiseConvolution2dTest, false, DataLayout::NHWC)
jimfly01d84216a2018-10-26 12:56:21 +0100166ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dUint8Nhwc,
167 DepthwiseConvolution2dUint8Test,
168 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100169 DataLayout::NHWC)
Teresa Charlin20b1f882019-06-19 09:34:37 +0100170ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthNhwc, DepthwiseConvolution2dDepthNhwcTest, false)
Matthew Bentham49cb7d02019-05-10 16:55:23 +0100171ARMNN_AUTO_TEST_CASE(SimpleDepthwiseConvolution2d3x3Dilation3x3Nhwc,
172 SimpleDepthwiseConvolution2d3x3Dilation3x3NhwcTest)
telsoa014fcda012018-03-09 14:13:49 +0000173
Teresa Charlin20b1f882019-06-19 09:34:37 +0100174ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d3x3Dilation3x3,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100175 DepthwiseConvolution2d3x3Dilation3x3Test<DataType::Float32, DataType::Float32>,
Teresa Charlin20b1f882019-06-19 09:34:37 +0100176 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100177 DataLayout::NCHW)
Teresa Charlin20b1f882019-06-19 09:34:37 +0100178ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d3x3Dilation3x3Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100179 DepthwiseConvolution2d3x3Dilation3x3Test<DataType::Float32, DataType::Float32>,
Teresa Charlin20b1f882019-06-19 09:34:37 +0100180 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100181 DataLayout::NHWC)
Teresa Charlin20b1f882019-06-19 09:34:37 +0100182ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d3x3Dilation3x3Uint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100183 DepthwiseConvolution2d3x3Dilation3x3Test<DataType::QuantisedAsymm8, DataType::Signed32>,
Teresa Charlin20b1f882019-06-19 09:34:37 +0100184 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100185 DataLayout::NCHW)
Teresa Charlin20b1f882019-06-19 09:34:37 +0100186ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d3x3Dilation3x3NhwcUint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100187 DepthwiseConvolution2d3x3Dilation3x3Test<DataType::QuantisedAsymm8, DataType::Signed32>,
Teresa Charlin20b1f882019-06-19 09:34:37 +0100188 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100189 DataLayout::NHWC)
Teresa Charlin20b1f882019-06-19 09:34:37 +0100190ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d3x3Dilation3x3Int16,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100191 DepthwiseConvolution2d3x3Dilation3x3Test<DataType::QuantisedSymm16, DataType::Signed32>,
Teresa Charlin20b1f882019-06-19 09:34:37 +0100192 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100193 DataLayout::NCHW)
Teresa Charlin20b1f882019-06-19 09:34:37 +0100194ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d3x3Dilation3x3NhwcInt16,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100195 DepthwiseConvolution2d3x3Dilation3x3Test<DataType::QuantisedSymm16, DataType::Signed32>,
Teresa Charlin20b1f882019-06-19 09:34:37 +0100196 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100197 DataLayout::NHWC)
Teresa Charlin20b1f882019-06-19 09:34:37 +0100198
199ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d2x3x3Dilation3x3,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100200 DepthwiseConvolution2d2x3x3Dilation3x3Test<DataType::Float32, DataType::Float32>,
Teresa Charlin20b1f882019-06-19 09:34:37 +0100201 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100202 DataLayout::NCHW)
Teresa Charlin20b1f882019-06-19 09:34:37 +0100203ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d2x3x3Dilation3x3Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100204 DepthwiseConvolution2d2x3x3Dilation3x3Test<DataType::Float32, DataType::Float32>,
Teresa Charlin20b1f882019-06-19 09:34:37 +0100205 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100206 DataLayout::NHWC)
Teresa Charlin20b1f882019-06-19 09:34:37 +0100207ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d2x3x3Dilation3x3Uint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100208 DepthwiseConvolution2d2x3x3Dilation3x3Test<DataType::QuantisedAsymm8, DataType::Signed32>,
Teresa Charlin20b1f882019-06-19 09:34:37 +0100209 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100210 DataLayout::NCHW)
Teresa Charlin20b1f882019-06-19 09:34:37 +0100211ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d2x3x3Dilation3x3NhwcUint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100212 DepthwiseConvolution2d2x3x3Dilation3x3Test<DataType::QuantisedAsymm8, DataType::Signed32>,
Teresa Charlin20b1f882019-06-19 09:34:37 +0100213 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100214 DataLayout::NHWC)
Teresa Charlin20b1f882019-06-19 09:34:37 +0100215ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d2x3x3Dilation3x3Int16,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100216 DepthwiseConvolution2d2x3x3Dilation3x3Test<DataType::QuantisedSymm16, DataType::Signed32>,
Teresa Charlin20b1f882019-06-19 09:34:37 +0100217 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100218 DataLayout::NCHW)
Teresa Charlin20b1f882019-06-19 09:34:37 +0100219ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d2x3x3Dilation3x3NhwcInt16,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100220 DepthwiseConvolution2d2x3x3Dilation3x3Test<DataType::QuantisedSymm16, DataType::Signed32>,
Teresa Charlin20b1f882019-06-19 09:34:37 +0100221 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100222 DataLayout::NHWC)
Kevin May665a964a2019-08-21 16:53:50 +0100223ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dMult4,
224 DepthwiseConvolution2dMult4Test<armnn::DataType::Float32, armnn::DataType::Float32>,
225 false,
226 armnn::DataLayout::NCHW)
227ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dMult2,
228 DepthwiseConvolution2dMult2Test<armnn::DataType::Float32, armnn::DataType::Float32>,
229 false,
230 armnn::DataLayout::NCHW)
telsoa014fcda012018-03-09 14:13:49 +0000231
jimfly01b9c89632018-10-26 16:50:13 +0100232ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100233 DepthwiseConvolution2dDepthMul1Test, true, DataLayout::NCHW)
jimfly01b9c89632018-10-26 16:50:13 +0100234ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1Uint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100235 DepthwiseConvolution2dDepthMul1Uint8Test, true, DataLayout::NCHW)
Ruomei Yan88d44b82019-05-23 14:29:06 +0100236ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1Int16,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100237 DepthwiseConvolution2dDepthMul1Int16Test, true, DataLayout::NCHW)
jimfly01b9c89632018-10-26 16:50:13 +0100238
239ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100240 DepthwiseConvolution2dDepthMul1Test, false, DataLayout::NCHW)
jimfly01b9c89632018-10-26 16:50:13 +0100241ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1Uint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100242 DepthwiseConvolution2dDepthMul1Uint8Test, false, DataLayout::NCHW)
jimfly01b9c89632018-10-26 16:50:13 +0100243
244ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100245 DepthwiseConvolution2dDepthMul1Test, true, DataLayout::NHWC)
jimfly01b9c89632018-10-26 16:50:13 +0100246ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1Uint8Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100247 DepthwiseConvolution2dDepthMul1Uint8Test, true, DataLayout::NHWC)
jimfly01b9c89632018-10-26 16:50:13 +0100248
249ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100250 DepthwiseConvolution2dDepthMul1Test, false, DataLayout::NHWC)
jimfly01b9c89632018-10-26 16:50:13 +0100251ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1Uint8Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100252 DepthwiseConvolution2dDepthMul1Uint8Test, false, DataLayout::NHWC)
telsoa014fcda012018-03-09 14:13:49 +0000253
jimfly01382a91d2018-10-26 15:55:50 +0100254ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dAsymmetric,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100255 DepthwiseConvolution2dAsymmetricTest, true, DataLayout::NCHW)
jimfly01382a91d2018-10-26 15:55:50 +0100256ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dAsymmetric,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100257 DepthwiseConvolution2dAsymmetricTest, false, DataLayout::NCHW)
jimfly01382a91d2018-10-26 15:55:50 +0100258ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dAsymmetricNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100259 DepthwiseConvolution2dAsymmetricTest, true, DataLayout::NHWC)
jimfly01382a91d2018-10-26 15:55:50 +0100260ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dAsymmetricNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100261 DepthwiseConvolution2dAsymmetricTest, false, DataLayout::NHWC)
surmeh013537c2c2018-05-18 16:31:43 +0100262
Matthew Jacksond6a9dee2019-07-22 13:53:24 +0100263ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul64, DepthwiseConvolution2dDepthMul64Test);
264
Teresa Charlind8df0262019-11-11 12:28:15 +0000265ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dPerAxisQuantTestNchw, DepthwiseConvolution2dPerAxisQuantTest,
266 DataLayout::NCHW);
267ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dPerAxisQuantTestNhwc, DepthwiseConvolution2dPerAxisQuantTest,
268 DataLayout::NHWC);
269
telsoa014fcda012018-03-09 14:13:49 +0000270// Pooling
Teresa Charlin0434df62019-06-06 13:40:35 +0100271//MaxPooling
telsoa014fcda012018-03-09 14:13:49 +0000272ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dSize2x2Stride2x2, SimpleMaxPooling2dSize2x2Stride2x2Test, false)
273ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dSize2x2Stride2x2Uint8, SimpleMaxPooling2dSize2x2Stride2x2Uint8Test, false)
Teresa Charlin0434df62019-06-06 13:40:35 +0100274ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dSize2x2Stride2x2Int16, SimpleMaxPooling2dSize2x2Stride2x2Int16Test, false)
telsoa014fcda012018-03-09 14:13:49 +0000275
276ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dSize3x3Stride2x4, SimpleMaxPooling2dSize3x3Stride2x4Test, false)
277ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dSize3x3Stride2x4Uint8, SimpleMaxPooling2dSize3x3Stride2x4Uint8Test, false)
Teresa Charlin0434df62019-06-06 13:40:35 +0100278ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dSize3x3Stride2x4Int16, SimpleMaxPooling2dSize3x3Stride2x4Int16Test, false)
telsoa014fcda012018-03-09 14:13:49 +0000279
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100280ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2d, SimpleMaxPooling2dTest, DataLayout::NCHW)
281ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dNhwc, SimpleMaxPooling2dTest, DataLayout::NHWC)
282ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dUint8, SimpleMaxPooling2dUint8Test, DataLayout::NCHW)
283ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dInt16, SimpleMaxPooling2dInt16Test, DataLayout::NCHW)
284ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dUint8Nhwc, SimpleMaxPooling2dUint8Test, DataLayout::NHWC)
285ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dInt16Nhwc, SimpleMaxPooling2dInt16Test, DataLayout::NHWC)
James Conroy45a9b772018-10-31 11:47:53 +0000286
Teresa Charlin0434df62019-06-06 13:40:35 +0100287ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleMaxPooling2d, IgnorePaddingSimpleMaxPooling2dTest)
288ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleMaxPooling2dUint8, IgnorePaddingSimpleMaxPooling2dUint8Test)
289ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleMaxPooling2dInt16, IgnorePaddingSimpleMaxPooling2dInt16Test)
290ARMNN_AUTO_TEST_CASE(IgnorePaddingMaxPooling2dSize3, IgnorePaddingMaxPooling2dSize3Test)
291ARMNN_AUTO_TEST_CASE(IgnorePaddingMaxPooling2dSize3Uint8, IgnorePaddingMaxPooling2dSize3Uint8Test)
292ARMNN_AUTO_TEST_CASE(IgnorePaddingMaxPooling2dSize3Int16, IgnorePaddingMaxPooling2dSize3Int16Test)
293
294//AveragePooling
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100295ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2d, SimpleAveragePooling2dTest, DataLayout::NCHW)
296ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2dNhwc, SimpleAveragePooling2dTest, DataLayout::NHWC)
297ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2dUint8, SimpleAveragePooling2dUint8Test, DataLayout::NCHW)
298ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2dInt16, SimpleAveragePooling2dInt16Test, DataLayout::NCHW)
299ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2dUint8Nhwc, SimpleAveragePooling2dUint8Test, DataLayout::NHWC)
300ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2dInt16Nhwc, SimpleAveragePooling2dInt16Test, DataLayout::NHWC)
Teresa Charlin0434df62019-06-06 13:40:35 +0100301
302ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2d, IgnorePaddingSimpleAveragePooling2dTest)
303ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2dUint8, IgnorePaddingSimpleAveragePooling2dUint8Test)
304ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2dInt16, IgnorePaddingSimpleAveragePooling2dInt16Test)
305ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2dNoPadding, IgnorePaddingSimpleAveragePooling2dNoPaddingTest)
306ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2dNoPaddingUint8,
307 IgnorePaddingSimpleAveragePooling2dNoPaddingUint8Test)
308ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2dNoPaddingInt16,
309 IgnorePaddingSimpleAveragePooling2dNoPaddingInt16Test)
310ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3, IgnorePaddingAveragePooling2dSize3Test)
311ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3Uint8, IgnorePaddingAveragePooling2dSize3Uint8Test)
312ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3Int16, IgnorePaddingAveragePooling2dSize3Int16Test)
James Conroy45a9b772018-10-31 11:47:53 +0000313
surmeh01bceff2f2018-03-29 16:29:27 +0100314ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3x2Stride2x2,
315 IgnorePaddingAveragePooling2dSize3x2Stride2x2Test, false)
316ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3x2Stride2x2NoPadding,
317 IgnorePaddingAveragePooling2dSize3x2Stride2x2Test, true)
telsoa014fcda012018-03-09 14:13:49 +0000318
319ARMNN_AUTO_TEST_CASE(LargeTensorsAveragePooling2d, LargeTensorsAveragePooling2dTest)
320ARMNN_AUTO_TEST_CASE(LargeTensorsAveragePooling2dUint8, LargeTensorsAveragePooling2dUint8Test)
Teresa Charlin0434df62019-06-06 13:40:35 +0100321ARMNN_AUTO_TEST_CASE(LargeTensorsAveragePooling2dInt16, LargeTensorsAveragePooling2dInt16Test)
322
323//L2Pooling
324ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleL2Pooling2d, IgnorePaddingSimpleL2Pooling2dTest)
325ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleL2Pooling2dUint8, IgnorePaddingSimpleL2Pooling2dUint8Test)
326ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleL2Pooling2dInt16, IgnorePaddingSimpleL2Pooling2dInt16Test)
327
328ARMNN_AUTO_TEST_CASE(IgnorePaddingL2Pooling2dSize3, IgnorePaddingL2Pooling2dSize3Test)
329ARMNN_AUTO_TEST_CASE(IgnorePaddingL2Pooling2dSize3Uint8, IgnorePaddingL2Pooling2dSize3Uint8Test)
330ARMNN_AUTO_TEST_CASE(IgnorePaddingL2Pooling2dSize3Int16, IgnorePaddingL2Pooling2dSize3Int16Test)
telsoa014fcda012018-03-09 14:13:49 +0000331
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100332ARMNN_AUTO_TEST_CASE(SimpleL2Pooling2d, SimpleL2Pooling2dTest, DataLayout::NCHW)
333ARMNN_AUTO_TEST_CASE(SimpleL2Pooling2dNhwc, SimpleL2Pooling2dTest, DataLayout::NHWC)
334ARMNN_AUTO_TEST_CASE(SimpleL2Pooling2dUint8, SimpleL2Pooling2dUint8Test, DataLayout::NCHW)
335ARMNN_AUTO_TEST_CASE(SimpleL2Pooling2dInt16, SimpleL2Pooling2dInt16Test, DataLayout::NCHW)
336ARMNN_AUTO_TEST_CASE(SimpleL2Pooling2dNhwcUint8, SimpleL2Pooling2dUint8Test, DataLayout::NHWC)
337ARMNN_AUTO_TEST_CASE(SimpleL2Pooling2dNhwcInt16, SimpleL2Pooling2dInt16Test, DataLayout::NHWC)
telsoa014fcda012018-03-09 14:13:49 +0000338
339ARMNN_AUTO_TEST_CASE(L2Pooling2dSize7, L2Pooling2dSize7Test)
340ARMNN_AUTO_TEST_CASE(L2Pooling2dSize7Uint8, L2Pooling2dSize7Uint8Test)
Teresa Charlin0434df62019-06-06 13:40:35 +0100341ARMNN_AUTO_TEST_CASE(L2Pooling2dSize7Int16, L2Pooling2dSize7Int16Test)
telsoa014fcda012018-03-09 14:13:49 +0000342
Teresa Charlin0434df62019-06-06 13:40:35 +0100343//NonSquarePooling
telsoa014fcda012018-03-09 14:13:49 +0000344ARMNN_AUTO_TEST_CASE(AsymmNonSquarePooling2d, AsymmetricNonSquarePooling2dTest)
345ARMNN_AUTO_TEST_CASE(AsymmNonSquarePooling2dUint8, AsymmetricNonSquarePooling2dUint8Test)
Teresa Charlin0434df62019-06-06 13:40:35 +0100346ARMNN_AUTO_TEST_CASE(AsymmNonSquarePooling2dInt16, AsymmetricNonSquarePooling2dInt16Test)
347
telsoa014fcda012018-03-09 14:13:49 +0000348
Teresa Charlin18515e22019-04-24 10:17:46 +0100349// Linear Activation
telsoa014fcda012018-03-09 14:13:49 +0000350ARMNN_AUTO_TEST_CASE(ConstantLinearActivation, ConstantLinearActivationTest)
351ARMNN_AUTO_TEST_CASE(ConstantLinearActivationUint8, ConstantLinearActivationUint8Test)
Teresa Charlin18515e22019-04-24 10:17:46 +0100352ARMNN_AUTO_TEST_CASE(ConstantLinearActivationInt16, ConstantLinearActivationInt16Test)
telsoa014fcda012018-03-09 14:13:49 +0000353
Kevin May09ca49c2019-10-09 12:37:34 +0100354// InstanceNormalization
355ARMNN_AUTO_TEST_CASE(InstanceNormFloat32Nchw, InstanceNormFloat32Test, DataLayout::NCHW);
356ARMNN_AUTO_TEST_CASE(InstanceNormFloat16Nchw, InstanceNormFloat16Test, DataLayout::NCHW);
357
358ARMNN_AUTO_TEST_CASE(InstanceNormFloat32Nhwc, InstanceNormFloat32Test, DataLayout::NHWC);
359ARMNN_AUTO_TEST_CASE(InstanceNormFloat16Nhwc, InstanceNormFloat16Test, DataLayout::NHWC);
360
361ARMNN_AUTO_TEST_CASE(InstanceNormFloat32Nchw2, InstanceNormFloat32Test2, DataLayout::NCHW);
362ARMNN_AUTO_TEST_CASE(InstanceNormFloat16Nchw2, InstanceNormFloat16Test2, DataLayout::NCHW);
363
364ARMNN_AUTO_TEST_CASE(InstanceNormFloat32Nhwc2, InstanceNormFloat32Test2, DataLayout::NHWC);
365ARMNN_AUTO_TEST_CASE(InstanceNormFloat16Nhwc2, InstanceNormFloat16Test2, DataLayout::NHWC);
366
Matteo Martincigh8e6f92d2018-10-18 08:45:39 +0100367// Normalization
telsoa014fcda012018-03-09 14:13:49 +0000368ARMNN_AUTO_TEST_CASE(SimpleNormalizationAcross, SimpleNormalizationAcrossTest)
369ARMNN_AUTO_TEST_CASE(SimpleNormalizationWithin, SimpleNormalizationWithinTest)
Matteo Martincigh8e6f92d2018-10-18 08:45:39 +0100370ARMNN_AUTO_TEST_CASE(SimpleNormalizationAcrossNhwc, SimpleNormalizationAcrossNhwcTest)
telsoa014fcda012018-03-09 14:13:49 +0000371
Narumol Prangnawarat65d30962019-03-14 11:55:03 +0000372// Softmax
telsoa014fcda012018-03-09 14:13:49 +0000373ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta1, SimpleSoftmaxTest, 1.0f)
374ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta2, SimpleSoftmaxTest, 2.0f)
375ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta1Uint8, SimpleSoftmaxUint8Test, 1.0f)
376ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta2Uint8, SimpleSoftmaxUint8Test, 2.0f)
377
Narumol Prangnawarat65d30962019-03-14 11:55:03 +0000378ARMNN_AUTO_TEST_CASE(Simple3dSoftmax, Simple3dSoftmaxTest, 1.0f)
379ARMNN_AUTO_TEST_CASE(Simple3dSoftmaxUint8, Simple3dSoftmaxUint8Test, 1.0f)
380
381ARMNN_AUTO_TEST_CASE(Simple4dSoftmax, Simple4dSoftmaxTest, 1.0f)
382ARMNN_AUTO_TEST_CASE(Simple4dSoftmaxUint8, Simple4dSoftmaxUint8Test, 1.0f)
383
Matthew Jackson9bff1442019-09-12 09:08:23 +0100384ARMNN_AUTO_TEST_CASE(SimpleSoftmaxFloat16, SimpleSoftmaxFloat16Test, 1.0f)
385ARMNN_AUTO_TEST_CASE(Simple3dSoftmaxFloat16, Simple3dSoftmaxFloat16Test, 1.0f)
386ARMNN_AUTO_TEST_CASE(Simple4dSoftmaxFloat16, Simple4dSoftmaxFloat16Test, 1.0f)
387
nikraj01248683f2019-05-29 16:46:50 +0100388ARMNN_AUTO_TEST_CASE(SimpleSoftmaxUint16, SimpleSoftmaxUint16Test, 1.0f)
389ARMNN_AUTO_TEST_CASE(Simple3dSoftmaxUint16, Simple3dSoftmaxUint16Test, 1.0f)
390ARMNN_AUTO_TEST_CASE(Simple4dSoftmaxUint16, Simple4dSoftmaxUint16Test, 1.0f)
391
Francis Murtagh07f21212019-07-23 09:50:50 +0100392ARMNN_AUTO_TEST_CASE(Simple2dAxis0Softmax, SimpleAxisSoftmaxTest, 1.0f, 0)
393ARMNN_AUTO_TEST_CASE(Simple2dAxis1Softmax, SimpleAxisSoftmaxTest, 1.0f, 1)
394
395ARMNN_AUTO_TEST_CASE(Simple2dAxis0NegSoftmax, SimpleAxisSoftmaxTest, 1.0f, -2)
396ARMNN_AUTO_TEST_CASE(Simple2dAxis1NegSoftmax, SimpleAxisSoftmaxTest, 1.0f, -1)
397
398ARMNN_AUTO_TEST_CASE(Simple3dAxis0Softmax, Simple3dAxisSoftmaxTest, 1.0f, 0)
399ARMNN_AUTO_TEST_CASE(Simple3dAxis1Softmax, Simple3dAxisSoftmaxTest, 1.0f, 1)
400ARMNN_AUTO_TEST_CASE(Simple3dAxis2Softmax, Simple3dAxisSoftmaxTest, 1.0f, 2)
401
402ARMNN_AUTO_TEST_CASE(Simple3dAxis0NegSoftmax, Simple3dAxisSoftmaxTest, 1.0f, -3)
403ARMNN_AUTO_TEST_CASE(Simple3dAxis1NegSoftmax, Simple3dAxisSoftmaxTest, 1.0f, -2)
404ARMNN_AUTO_TEST_CASE(Simple3dAxis2NegSoftmax, Simple3dAxisSoftmaxTest, 1.0f, -1)
405
406ARMNN_AUTO_TEST_CASE(Simple4dAxis0Softmax, Simple4dAxisSoftmaxTest, 1.0f, 0)
407ARMNN_AUTO_TEST_CASE(Simple4dAxis1Softmax, Simple4dAxisSoftmaxTest, 1.0f, 1)
408ARMNN_AUTO_TEST_CASE(Simple4dAxis2Softmax, Simple4dAxisSoftmaxTest, 1.0f, 2)
409ARMNN_AUTO_TEST_CASE(Simple4dAxis3Softmax, Simple4dAxisSoftmaxTest, 1.0f, 3)
410
411ARMNN_AUTO_TEST_CASE(Simple4dAxis0NegSoftmax, Simple4dAxisSoftmaxTest, 1.0f, -4)
412ARMNN_AUTO_TEST_CASE(Simple4dAxis1NegSoftmax, Simple4dAxisSoftmaxTest, 1.0f, -3)
413ARMNN_AUTO_TEST_CASE(Simple4dAxis2NegSoftmax, Simple4dAxisSoftmaxTest, 1.0f, -2)
414ARMNN_AUTO_TEST_CASE(Simple4dAxis3NegSoftmax, Simple4dAxisSoftmaxTest, 1.0f, -1)
415
Teresa Charlin18515e22019-04-24 10:17:46 +0100416// Sigmoid Activation
telsoa014fcda012018-03-09 14:13:49 +0000417ARMNN_AUTO_TEST_CASE(SimpleSigmoid, SimpleSigmoidTest)
418ARMNN_AUTO_TEST_CASE(SimpleSigmoidUint8, SimpleSigmoidUint8Test)
Teresa Charlin18515e22019-04-24 10:17:46 +0100419ARMNN_AUTO_TEST_CASE(SimpleSigmoidInt16, SimpleSigmoidInt16Test)
telsoa014fcda012018-03-09 14:13:49 +0000420
Teresa Charlin18515e22019-04-24 10:17:46 +0100421// BoundedReLU Activation
telsoa014fcda012018-03-09 14:13:49 +0000422ARMNN_AUTO_TEST_CASE(ReLu1, BoundedReLuUpperAndLowerBoundTest)
423ARMNN_AUTO_TEST_CASE(ReLu6, BoundedReLuUpperBoundOnlyTest)
424ARMNN_AUTO_TEST_CASE(ReLu1Uint8, BoundedReLuUint8UpperAndLowerBoundTest)
425ARMNN_AUTO_TEST_CASE(ReLu6Uint8, BoundedReLuUint8UpperBoundOnlyTest)
Teresa Charlin18515e22019-04-24 10:17:46 +0100426ARMNN_AUTO_TEST_CASE(BoundedReLuInt16, BoundedReLuInt16Test)
427
428// ReLU Activation
konsof017f6db402019-06-07 15:15:58 +0100429ARMNN_AUTO_TEST_CASE(ReLu, ReLuTest)
430ARMNN_AUTO_TEST_CASE(ReLuUint8, ReLuUint8Test)
Teresa Charlin18515e22019-04-24 10:17:46 +0100431ARMNN_AUTO_TEST_CASE(ReLuInt16, ReLuInt16Test)
432
433// SoftReLU Activation
konsof017f6db402019-06-07 15:15:58 +0100434ARMNN_AUTO_TEST_CASE(SoftReLu, SoftReLuTest)
435ARMNN_AUTO_TEST_CASE(SoftReLuUint8, SoftReLuUint8Test)
Teresa Charlin18515e22019-04-24 10:17:46 +0100436ARMNN_AUTO_TEST_CASE(SoftReLuInt16, SoftReLuInt16Test)
437
konsof017f6db402019-06-07 15:15:58 +0100438
Teresa Charlin18515e22019-04-24 10:17:46 +0100439// LeakyReLU Activation
konsof017f6db402019-06-07 15:15:58 +0100440ARMNN_AUTO_TEST_CASE(LeakyReLu, LeakyReLuTest)
441ARMNN_AUTO_TEST_CASE(LeakyReLuUint8, LeakyReLuUint8Test)
Teresa Charlin18515e22019-04-24 10:17:46 +0100442ARMNN_AUTO_TEST_CASE(LeakyReLuInt16, LeakyReLuInt16Test)
443
444// Abs Activation
konsof017f6db402019-06-07 15:15:58 +0100445ARMNN_AUTO_TEST_CASE(Abs, AbsTest)
446ARMNN_AUTO_TEST_CASE(AbsUint8, AbsUint8Test)
Teresa Charlin18515e22019-04-24 10:17:46 +0100447ARMNN_AUTO_TEST_CASE(AbsInt16, AbsInt16Test)
448
449// Sqrt Activation
konsof017f6db402019-06-07 15:15:58 +0100450ARMNN_AUTO_TEST_CASE(Sqrt, SqrtTest)
Sadik Armagan6095ba52019-09-13 17:07:19 +0100451ARMNN_AUTO_TEST_CASE(SqrtNN, SqrtNNTest)
konsof017f6db402019-06-07 15:15:58 +0100452ARMNN_AUTO_TEST_CASE(SqrtUint8, SqrtUint8Test)
Teresa Charlin18515e22019-04-24 10:17:46 +0100453ARMNN_AUTO_TEST_CASE(SqrtInt16, SqrtInt16Test)
454
455// Square Activation
konsof017f6db402019-06-07 15:15:58 +0100456ARMNN_AUTO_TEST_CASE(Square, SquareTest)
457ARMNN_AUTO_TEST_CASE(SquareUint8, SquareUint8Test)
Teresa Charlin18515e22019-04-24 10:17:46 +0100458ARMNN_AUTO_TEST_CASE(SquareInt16, SquareInt16Test)
459
460// Tanh Activation
konsof017f6db402019-06-07 15:15:58 +0100461ARMNN_AUTO_TEST_CASE(Tanh, TanhTest)
462ARMNN_AUTO_TEST_CASE(TanhUint8, TanhUint8Test)
Teresa Charlin18515e22019-04-24 10:17:46 +0100463ARMNN_AUTO_TEST_CASE(TanhInt16, TanhInt16Test)
464
telsoa014fcda012018-03-09 14:13:49 +0000465
Francis Murtagh46c09d02019-05-28 08:15:28 +0100466// Fully Connected
telsoa014fcda012018-03-09 14:13:49 +0000467ARMNN_AUTO_TEST_CASE(SimpleFullyConnected, FullyConnectedFloat32Test, false, false)
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100468ARMNN_AUTO_TEST_CASE(FullyConnectedUint8, FullyConnectedTest<DataType::QuantisedAsymm8>, false)
469ARMNN_AUTO_TEST_CASE(FullyConnectedQSymm16, FullyConnectedTest<DataType::QuantisedSymm16>, false)
telsoa014fcda012018-03-09 14:13:49 +0000470ARMNN_AUTO_TEST_CASE(SimpleFullyConnectedWithBias, FullyConnectedFloat32Test, true, false)
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100471ARMNN_AUTO_TEST_CASE(FullyConnectedBiasedUint8, FullyConnectedTest<DataType::QuantisedAsymm8>, true)
472ARMNN_AUTO_TEST_CASE(FullyConnectedBiasedQSymm16, FullyConnectedTest<DataType::QuantisedSymm16>, true)
telsoa014fcda012018-03-09 14:13:49 +0000473ARMNN_AUTO_TEST_CASE(SimpleFullyConnectedWithTranspose, FullyConnectedFloat32Test, false, true)
474
475ARMNN_AUTO_TEST_CASE(FullyConnectedLarge, FullyConnectedLargeTest, false)
476ARMNN_AUTO_TEST_CASE(FullyConnectedLargeTransposed, FullyConnectedLargeTest, true)
477
478// Splitter
Matthew Jackson9bff1442019-09-12 09:08:23 +0100479ARMNN_AUTO_TEST_CASE(SimpleSplitterFloat32, SplitterFloat32Test)
480ARMNN_AUTO_TEST_CASE(SimpleSplitterFloat16, SplitterFloat16Test)
telsoa01c577f2c2018-08-31 09:22:23 +0100481ARMNN_AUTO_TEST_CASE(SimpleSplitterUint8, SplitterUint8Test)
Ruomei Yan25339c32019-05-28 16:48:20 +0100482ARMNN_AUTO_TEST_CASE(SimpleSplitterInt16, SplitterInt16Test)
telsoa014fcda012018-03-09 14:13:49 +0000483
Matthew Jackson9bff1442019-09-12 09:08:23 +0100484ARMNN_AUTO_TEST_CASE(CopyViaSplitterFloat32, CopyViaSplitterFloat32Test)
485ARMNN_AUTO_TEST_CASE(CopyViaSplitterFloat16, CopyViaSplitterFloat16Test)
telsoa014fcda012018-03-09 14:13:49 +0000486ARMNN_AUTO_TEST_CASE(CopyViaSplitterUint8, CopyViaSplitterUint8Test)
Ruomei Yan25339c32019-05-28 16:48:20 +0100487ARMNN_AUTO_TEST_CASE(CopyViaSplitterInt16, CopyViaSplitterInt16Test)
telsoa014fcda012018-03-09 14:13:49 +0000488
Jim Flynn4ed6c832019-05-20 11:02:46 +0100489// Concat
490ARMNN_AUTO_TEST_CASE(SimpleConcat, ConcatTest)
Matthew Jackson9bff1442019-09-12 09:08:23 +0100491ARMNN_AUTO_TEST_CASE(ConcatFloat16, ConcatFloat16Test)
Jim Flynn4ed6c832019-05-20 11:02:46 +0100492ARMNN_AUTO_TEST_CASE(ConcatUint8, ConcatUint8Test)
493ARMNN_AUTO_TEST_CASE(ConcatUint8DifferentQParams, ConcatUint8DifferentQParamsTest)
494ARMNN_AUTO_TEST_CASE(ConcatUint16, ConcatUint16Test)
Narumol Prangnawarat71c80b12019-06-17 17:45:43 +0100495ARMNN_AUTO_TEST_CASE(ConcatUint8DifferentInputOutputQParam,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100496 ConcatDifferentInputOutputQParamTest<DataType::QuantisedAsymm8>, true)
Narumol Prangnawarat71c80b12019-06-17 17:45:43 +0100497ARMNN_AUTO_TEST_CASE(ConcatInt16DifferentInputOutputQParam,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100498 ConcatDifferentInputOutputQParamTest<DataType::QuantisedSymm16>, true)
telsoa014fcda012018-03-09 14:13:49 +0000499
500// Add
501ARMNN_AUTO_TEST_CASE(SimpleAdd, AdditionTest)
Matthew Jacksondba634f2019-08-15 15:14:18 +0100502ARMNN_AUTO_TEST_CASE(Add5d, Addition5dTest)
telsoa014fcda012018-03-09 14:13:49 +0000503ARMNN_AUTO_TEST_CASE(AddBroadcast1Element, AdditionBroadcast1ElementTest)
504ARMNN_AUTO_TEST_CASE(AddBroadcast, AdditionBroadcastTest)
505
506ARMNN_AUTO_TEST_CASE(AdditionUint8, AdditionUint8Test)
507ARMNN_AUTO_TEST_CASE(AddBroadcastUint8, AdditionBroadcastUint8Test)
508ARMNN_AUTO_TEST_CASE(AddBroadcast1ElementUint8, AdditionBroadcast1ElementUint8Test)
509
Sadik Armagan2999a022019-04-09 14:20:12 +0100510ARMNN_AUTO_TEST_CASE(AdditionInt16, AdditionInt16Test)
511ARMNN_AUTO_TEST_CASE(AddBroadcastInt16, AdditionBroadcastInt16Test)
512ARMNN_AUTO_TEST_CASE(AddBroadcast1ElementInt16, AdditionBroadcast1ElementInt16Test)
513
David Beckf195f032018-09-06 16:46:34 +0100514// Sub
515ARMNN_AUTO_TEST_CASE(SimpleSub, SubtractionTest)
516ARMNN_AUTO_TEST_CASE(SubBroadcast1Element, SubtractionBroadcast1ElementTest)
517ARMNN_AUTO_TEST_CASE(SubBroadcast, SubtractionBroadcastTest)
518
Matthew Jackson9bff1442019-09-12 09:08:23 +0100519ARMNN_AUTO_TEST_CASE(SimpleSubFloat16, SubtractionTest)
520ARMNN_AUTO_TEST_CASE(SubBroadcast1ElementFloat16, SubtractionBroadcast1ElementTest)
521ARMNN_AUTO_TEST_CASE(SubBroadcastFloat16, SubtractionBroadcastTest)
522
David Beck4a8692c2018-09-07 16:19:24 +0100523ARMNN_AUTO_TEST_CASE(SubtractionUint8, SubtractionUint8Test)
David Beckf195f032018-09-06 16:46:34 +0100524ARMNN_AUTO_TEST_CASE(SubBroadcastUint8, SubtractionBroadcastUint8Test)
525ARMNN_AUTO_TEST_CASE(SubBroadcast1ElementUint8, SubtractionBroadcast1ElementUint8Test)
526
Sadik Armagan2999a022019-04-09 14:20:12 +0100527ARMNN_AUTO_TEST_CASE(SubtractionInt16, SubtractionInt16Test)
528ARMNN_AUTO_TEST_CASE(SubBroadcastInt16, SubtractionBroadcastInt16Test)
529ARMNN_AUTO_TEST_CASE(SubBroadcast1ElementInt16, SubtractionBroadcast1ElementInt16Test)
530
Francis Murtaghe7a86a42018-08-29 12:42:10 +0100531// Div
532ARMNN_AUTO_TEST_CASE(SimpleDivision, DivisionTest)
Francis Murtagh8c5e3dc2018-08-30 17:18:37 +0100533ARMNN_AUTO_TEST_CASE(DivisionByZero, DivisionByZeroTest)
Francis Murtaghe7a86a42018-08-29 12:42:10 +0100534ARMNN_AUTO_TEST_CASE(DivisionBroadcast1Element, DivisionBroadcast1ElementTest)
535ARMNN_AUTO_TEST_CASE(DivisionBroadcast1DVector, DivisionBroadcast1DVectorTest)
Matthew Jackson9bff1442019-09-12 09:08:23 +0100536
537ARMNN_AUTO_TEST_CASE(DivisionFloat16, DivisionFloat16Test)
538ARMNN_AUTO_TEST_CASE(DivisionFloat16Broadcast1Element, DivisionBroadcast1ElementFloat16Test)
539ARMNN_AUTO_TEST_CASE(DivisionFloat16Broadcast1DVector, DivisionBroadcast1DVectorFloat16Test)
540
David Beck5cd01f32018-09-12 16:00:08 +0100541// NOTE: division by zero for quantized div needs more attention
542// see IVGCVSW-1849
543ARMNN_AUTO_TEST_CASE(DivisionUint8, DivisionUint8Test)
544ARMNN_AUTO_TEST_CASE(DivisionUint8Broadcast1Element, DivisionBroadcast1ElementUint8Test)
545ARMNN_AUTO_TEST_CASE(DivisionUint8Broadcast1DVector, DivisionBroadcast1DVectorUint8Test)
Francis Murtaghe7a86a42018-08-29 12:42:10 +0100546
Sadik Armagan2999a022019-04-09 14:20:12 +0100547ARMNN_AUTO_TEST_CASE(DivisionInt16, DivisionInt16Test)
548ARMNN_AUTO_TEST_CASE(DivisionInt16Broadcast1Element, DivisionBroadcast1ElementInt16Test)
549ARMNN_AUTO_TEST_CASE(DivisionInt16Broadcast1DVector, DivisionBroadcast1DVectorInt16Test)
550
FrancisMurtagh30cdfca2018-12-18 12:57:35 +0000551// Equal
Aron Virginas-Tar3bc00ec2019-10-18 15:42:58 +0100552ARMNN_AUTO_TEST_CASE(EqualSimple, EqualSimpleTest)
FrancisMurtagh30cdfca2018-12-18 12:57:35 +0000553ARMNN_AUTO_TEST_CASE(EqualBroadcast1Element, EqualBroadcast1ElementTest)
Aron Virginas-Tar3bc00ec2019-10-18 15:42:58 +0100554ARMNN_AUTO_TEST_CASE(EqualBroadcast1dVector, EqualBroadcast1dVectorTest)
555
556ARMNN_AUTO_TEST_CASE(EqualSimpleFloat16, EqualSimpleFloat16Test)
Matthew Jackson9bff1442019-09-12 09:08:23 +0100557ARMNN_AUTO_TEST_CASE(EqualBroadcast1ElementFloat16, EqualBroadcast1ElementFloat16Test)
Aron Virginas-Tar3bc00ec2019-10-18 15:42:58 +0100558ARMNN_AUTO_TEST_CASE(EqualBroadcast1dVectorFloat16, EqualBroadcast1dVectorFloat16Test)
559
560ARMNN_AUTO_TEST_CASE(EqualSimpleUint8, EqualSimpleUint8Test)
FrancisMurtagh30cdfca2018-12-18 12:57:35 +0000561ARMNN_AUTO_TEST_CASE(EqualBroadcast1ElementUint8, EqualBroadcast1ElementUint8Test)
Aron Virginas-Tar3bc00ec2019-10-18 15:42:58 +0100562ARMNN_AUTO_TEST_CASE(EqualBroadcast1dVectorUint8, EqualBroadcast1dVectorUint8Test)
FrancisMurtagh30cdfca2018-12-18 12:57:35 +0000563
FrancisMurtagh878f0232018-12-19 10:56:15 +0000564// Greater
Aron Virginas-Tar3bc00ec2019-10-18 15:42:58 +0100565ARMNN_AUTO_TEST_CASE(GreaterSimple, GreaterSimpleTest)
FrancisMurtagh878f0232018-12-19 10:56:15 +0000566ARMNN_AUTO_TEST_CASE(GreaterBroadcast1Element, GreaterBroadcast1ElementTest)
Aron Virginas-Tar3bc00ec2019-10-18 15:42:58 +0100567ARMNN_AUTO_TEST_CASE(GreaterBroadcast1dVector, GreaterBroadcast1dVectorTest)
568
569ARMNN_AUTO_TEST_CASE(GreaterSimpleFloat16, GreaterSimpleFloat16Test)
Matthew Jackson9bff1442019-09-12 09:08:23 +0100570ARMNN_AUTO_TEST_CASE(GreaterBroadcast1ElementFloat16, GreaterBroadcast1ElementFloat16Test)
Aron Virginas-Tar3bc00ec2019-10-18 15:42:58 +0100571ARMNN_AUTO_TEST_CASE(GreaterBroadcast1dVectorFloat16, GreaterBroadcast1dVectorFloat16Test)
572
573ARMNN_AUTO_TEST_CASE(GreaterSimpleUint8, GreaterSimpleUint8Test)
574ARMNN_AUTO_TEST_CASE(GreaterBroadcast1ElementUint8, GreaterBroadcast1ElementUint8Test)
575ARMNN_AUTO_TEST_CASE(GreaterBroadcast1dVectorUint8, GreaterBroadcast1dVectorUint8Test)
576
577// GreaterOrEqual
578ARMNN_AUTO_TEST_CASE(GreaterOrEqualSimple, GreaterOrEqualSimpleTest)
579ARMNN_AUTO_TEST_CASE(GreaterOrEqualBroadcast1Element, GreaterOrEqualBroadcast1ElementTest)
580ARMNN_AUTO_TEST_CASE(GreaterOrEqualBroadcast1dVector, GreaterOrEqualBroadcast1dVectorTest)
581
582ARMNN_AUTO_TEST_CASE(GreaterOrEqualSimpleFloat16, GreaterOrEqualSimpleFloat16Test)
583ARMNN_AUTO_TEST_CASE(GreaterOrEqualBroadcast1ElementFloat16, GreaterOrEqualBroadcast1ElementFloat16Test)
584ARMNN_AUTO_TEST_CASE(GreaterOrEqualBroadcast1dVectorFloat16, GreaterOrEqualBroadcast1dVectorFloat16Test)
585
586ARMNN_AUTO_TEST_CASE(GreaterOrEqualSimpleUint8, GreaterOrEqualSimpleUint8Test)
587ARMNN_AUTO_TEST_CASE(GreaterOrEqualBroadcast1ElementUint8, GreaterOrEqualBroadcast1ElementUint8Test)
588ARMNN_AUTO_TEST_CASE(GreaterOrEqualBroadcast1dVectorUint8, GreaterOrEqualBroadcast1dVectorUint8Test)
589
590// Less
591ARMNN_AUTO_TEST_CASE(LessSimple, LessSimpleTest)
592ARMNN_AUTO_TEST_CASE(LessBroadcast1Element, LessBroadcast1ElementTest)
593ARMNN_AUTO_TEST_CASE(LessBroadcast1dVector, LessBroadcast1dVectorTest)
594
595ARMNN_AUTO_TEST_CASE(LessSimpleFloat16, LessSimpleFloat16Test)
596ARMNN_AUTO_TEST_CASE(LessBroadcast1ElementFloat16, LessBroadcast1ElementFloat16Test)
597ARMNN_AUTO_TEST_CASE(LessBroadcast1dVectorFloat16, LessBroadcast1dVectorFloat16Test)
598
599ARMNN_AUTO_TEST_CASE(LessSimpleUint8, LessSimpleUint8Test)
600ARMNN_AUTO_TEST_CASE(LessBroadcast1ElementUint8, LessBroadcast1ElementUint8Test)
601ARMNN_AUTO_TEST_CASE(LessBroadcast1dVectorUint8, LessBroadcast1dVectorUint8Test)
602
603// GreaterOrEqual
604ARMNN_AUTO_TEST_CASE(LessOrEqualSimple, LessOrEqualSimpleTest)
605ARMNN_AUTO_TEST_CASE(LessOrEqualBroadcast1Element, LessOrEqualBroadcast1ElementTest)
606ARMNN_AUTO_TEST_CASE(LessOrEqualBroadcast1dVector, LessOrEqualBroadcast1dVectorTest)
607
608ARMNN_AUTO_TEST_CASE(LessOrEqualSimpleFloat16, LessOrEqualSimpleFloat16Test)
609ARMNN_AUTO_TEST_CASE(LessOrEqualBroadcast1ElementFloat16, LessOrEqualBroadcast1ElementFloat16Test)
610ARMNN_AUTO_TEST_CASE(LessOrEqualBroadcast1dVectorFloat16, LessOrEqualBroadcast1dVectorFloat16Test)
611
612ARMNN_AUTO_TEST_CASE(LessOrEqualSimpleUint8, LessOrEqualSimpleUint8Test)
613ARMNN_AUTO_TEST_CASE(LessOrEqualBroadcast1ElementUint8, LessOrEqualBroadcast1ElementUint8Test)
614ARMNN_AUTO_TEST_CASE(LessOrEqualBroadcast1dVectorUint8, LessOrEqualBroadcast1dVectorUint8Test)
615
616// NotEqual
617ARMNN_AUTO_TEST_CASE(NotEqualSimple, NotEqualSimpleTest)
618ARMNN_AUTO_TEST_CASE(NotEqualBroadcast1Element, NotEqualBroadcast1ElementTest)
619ARMNN_AUTO_TEST_CASE(NotEqualBroadcast1dVector, NotEqualBroadcast1dVectorTest)
620
621ARMNN_AUTO_TEST_CASE(NotEqualSimpleFloat16, NotEqualSimpleFloat16Test)
622ARMNN_AUTO_TEST_CASE(NotEqualBroadcast1ElementFloat16, NotEqualBroadcast1ElementFloat16Test)
623ARMNN_AUTO_TEST_CASE(NotEqualBroadcast1dVectorFloat16, NotEqualBroadcast1dVectorFloat16Test)
624
625ARMNN_AUTO_TEST_CASE(NotEqualSimpleUint8, NotEqualSimpleUint8Test)
626ARMNN_AUTO_TEST_CASE(NotEqualBroadcast1ElementUint8, NotEqualBroadcast1ElementUint8Test)
627ARMNN_AUTO_TEST_CASE(NotEqualBroadcast1dVectorUint8, NotEqualBroadcast1dVectorUint8Test)
FrancisMurtagh878f0232018-12-19 10:56:15 +0000628
Éanna Ó Catháin20e58802018-12-04 10:29:06 +0000629// Max
Éanna Ó Catháinde705582018-12-03 13:04:22 +0000630ARMNN_AUTO_TEST_CASE(SimpleMaximum, MaximumSimpleTest)
631ARMNN_AUTO_TEST_CASE(MaximumBroadcast1Element, MaximumBroadcast1ElementTest)
632ARMNN_AUTO_TEST_CASE(MaximumBroadcast1DVector, MaximumBroadcast1DVectorTest)
Matthew Jackson9bff1442019-09-12 09:08:23 +0100633ARMNN_AUTO_TEST_CASE(MaximumFloat16, MaximumFloat16Test)
634ARMNN_AUTO_TEST_CASE(MaximumBroadcast1ElementFloat16, MaximumBroadcast1ElementFloat16Test)
635ARMNN_AUTO_TEST_CASE(MaximumBroadcast1DVectorFloat16, MaximumBroadcast1DVectorFloat16Test)
Éanna Ó Catháinde705582018-12-03 13:04:22 +0000636ARMNN_AUTO_TEST_CASE(MaximumUint8, MaximumUint8Test)
637ARMNN_AUTO_TEST_CASE(MaximumBroadcast1ElementUint8, MaximumBroadcast1ElementUint8Test)
638ARMNN_AUTO_TEST_CASE(MaximumBroadcast1DVectorUint8, MaximumBroadcast1DVectorUint8Test)
Sadik Armagan2999a022019-04-09 14:20:12 +0100639ARMNN_AUTO_TEST_CASE(MaximumInt16, MaximumInt16Test)
640ARMNN_AUTO_TEST_CASE(MaximumBroadcast1ElementInt16, MaximumBroadcast1ElementInt16Test)
641ARMNN_AUTO_TEST_CASE(MaximumBroadcast1DVectorInt16, MaximumBroadcast1DVectorInt16Test)
Éanna Ó Catháinde705582018-12-03 13:04:22 +0000642
Éanna Ó Catháin20e58802018-12-04 10:29:06 +0000643// Min
644ARMNN_AUTO_TEST_CASE(SimpleMinimum1, MinimumBroadcast1ElementTest1)
645ARMNN_AUTO_TEST_CASE(SimpleMinimum2, MinimumBroadcast1ElementTest2)
646ARMNN_AUTO_TEST_CASE(Minimum1DVectorUint8, MinimumBroadcast1DVectorUint8Test)
Matthew Jackson9bff1442019-09-12 09:08:23 +0100647ARMNN_AUTO_TEST_CASE(MinimumFloat16, MinimumFloat16Test)
648ARMNN_AUTO_TEST_CASE(MinimumBroadcast1ElementFloat16, MinimumBroadcast1ElementFloat16Test)
649ARMNN_AUTO_TEST_CASE(MinimumBroadcast1DVectorFloat16, MinimumBroadcast1DVectorFloat16Test)
Sadik Armagan2999a022019-04-09 14:20:12 +0100650ARMNN_AUTO_TEST_CASE(MinimumInt16, MinimumInt16Test)
651ARMNN_AUTO_TEST_CASE(MinimumBroadcast1ElementInt16, MinimumBroadcast1ElementInt16Test)
652ARMNN_AUTO_TEST_CASE(MinimumBroadcast1DVectorInt16, MinimumBroadcast1DVectorInt16Test)
Éanna Ó Catháin20e58802018-12-04 10:29:06 +0000653
telsoa014fcda012018-03-09 14:13:49 +0000654// Mul
655ARMNN_AUTO_TEST_CASE(SimpleMultiplication, MultiplicationTest)
surmeh01bceff2f2018-03-29 16:29:27 +0100656ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1Element, MultiplicationBroadcast1ElementTest)
657ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1DVector, MultiplicationBroadcast1DVectorTest)
telsoa014fcda012018-03-09 14:13:49 +0000658ARMNN_AUTO_TEST_CASE(MultiplicationUint8, MultiplicationUint8Test)
surmeh01bceff2f2018-03-29 16:29:27 +0100659ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1ElementUint8, MultiplicationBroadcast1ElementUint8Test)
660ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1DVectorUint8, MultiplicationBroadcast1DVectorUint8Test)
Sadik Armagan2999a022019-04-09 14:20:12 +0100661ARMNN_AUTO_TEST_CASE(MultiplicationInt16, MultiplicationInt16Test)
662ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1ElementInt16, MultiplicationBroadcast1ElementInt16Test)
663ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1DVectorInt16, MultiplicationBroadcast1DVectorInt16Test)
Matthew Jacksondba634f2019-08-15 15:14:18 +0100664ARMNN_AUTO_TEST_CASE(Multiplication5d, Multiplication5dTest)
telsoa014fcda012018-03-09 14:13:49 +0000665
666// Batch Norm
Matthew Jackson9bff1442019-09-12 09:08:23 +0100667ARMNN_AUTO_TEST_CASE(BatchNormFloat32, BatchNormFloat32Test)
668ARMNN_AUTO_TEST_CASE(BatchNormFloat32Nhwc, BatchNormFloat32NhwcTest)
669ARMNN_AUTO_TEST_CASE(BatchNormFloat16, BatchNormFloat16Test)
670ARMNN_AUTO_TEST_CASE(BatchNormFloat16Nhwc, BatchNormFloat16NhwcTest)
telsoa014fcda012018-03-09 14:13:49 +0000671ARMNN_AUTO_TEST_CASE(BatchNormUint8, BatchNormUint8Test)
Matteo Martincigh8eb675e2018-10-17 14:43:29 +0100672ARMNN_AUTO_TEST_CASE(BatchNormUint8Nhwc, BatchNormUint8NhwcTest)
Matteo Martincighf5507132019-06-04 10:59:47 +0100673ARMNN_AUTO_TEST_CASE(BatchNormInt16, BatchNormInt16Test)
674ARMNN_AUTO_TEST_CASE(BatchNormInt16Nhwc, BatchNormInt16NhwcTest)
telsoa014fcda012018-03-09 14:13:49 +0000675
James Conroy59540822018-10-11 12:39:05 +0100676// Resize Bilinear - NCHW
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100677ARMNN_AUTO_TEST_CASE(SimpleResizeBilinear,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100678 SimpleResizeBilinearTest<DataType::Float32>,
679 DataLayout::NCHW)
Matthew Jackson9bff1442019-09-12 09:08:23 +0100680ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearFloat16,
681 SimpleResizeBilinearTest<DataType::Float16>,
682 DataLayout::NCHW)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100683ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearUint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100684 SimpleResizeBilinearTest<DataType::QuantisedAsymm8>,
685 DataLayout::NCHW)
Ellen Norris-Thompson3cb85f32019-06-17 11:32:49 +0100686ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearUint16,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100687 SimpleResizeBilinearTest<DataType::QuantisedSymm16>,
688 DataLayout::NCHW)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100689ARMNN_AUTO_TEST_CASE(ResizeBilinearNop,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100690 ResizeBilinearNopTest<DataType::Float32>,
691 DataLayout::NCHW)
Matthew Jackson9bff1442019-09-12 09:08:23 +0100692ARMNN_AUTO_TEST_CASE(ResizeBilinearNopFloat16,
693 ResizeBilinearNopTest<DataType::Float16>,
694 DataLayout::NCHW)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100695ARMNN_AUTO_TEST_CASE(ResizeBilinearNopUint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100696 ResizeBilinearNopTest<DataType::QuantisedAsymm8>,
697 DataLayout::NCHW)
Ellen Norris-Thompson3cb85f32019-06-17 11:32:49 +0100698ARMNN_AUTO_TEST_CASE(esizeBilinearNopUint16,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100699 SimpleResizeBilinearTest<DataType::QuantisedSymm16>,
700 DataLayout::NCHW)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100701ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMin,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100702 ResizeBilinearSqMinTest<DataType::Float32>,
703 DataLayout::NCHW)
Matthew Jackson9bff1442019-09-12 09:08:23 +0100704ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinFloat16,
705 ResizeBilinearSqMinTest<DataType::Float16>,
706 DataLayout::NCHW)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100707ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinUint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100708 ResizeBilinearSqMinTest<DataType::QuantisedAsymm8>,
709 DataLayout::NCHW)
Ellen Norris-Thompson3cb85f32019-06-17 11:32:49 +0100710ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinUint16,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100711 SimpleResizeBilinearTest<DataType::QuantisedSymm16>,
712 DataLayout::NCHW)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100713ARMNN_AUTO_TEST_CASE(ResizeBilinearMin,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100714 ResizeBilinearMinTest<DataType::Float32>,
715 DataLayout::NCHW)
Matthew Jackson9bff1442019-09-12 09:08:23 +0100716ARMNN_AUTO_TEST_CASE(ResizeBilinearMinFloat16,
717 ResizeBilinearMinTest<DataType::Float16>,
718 DataLayout::NCHW)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100719ARMNN_AUTO_TEST_CASE(ResizeBilinearMinUint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100720 ResizeBilinearMinTest<DataType::QuantisedAsymm8>,
721 DataLayout::NCHW)
Ellen Norris-Thompson3cb85f32019-06-17 11:32:49 +0100722ARMNN_AUTO_TEST_CASE(ResizeBilinearMinUint16,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100723 SimpleResizeBilinearTest<DataType::QuantisedSymm16>,
724 DataLayout::NCHW)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100725ARMNN_AUTO_TEST_CASE(ResizeBilinearMag,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100726 ResizeBilinearMagTest<DataType::Float32>,
727 DataLayout::NCHW)
Matthew Jackson9bff1442019-09-12 09:08:23 +0100728ARMNN_AUTO_TEST_CASE(ResizeBilinearMagFloat16,
729 ResizeBilinearMagTest<DataType::Float16>,
730 DataLayout::NCHW)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100731ARMNN_AUTO_TEST_CASE(ResizeBilinearMagUint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100732 ResizeBilinearMagTest<DataType::QuantisedAsymm8>,
733 DataLayout::NCHW)
Ellen Norris-Thompson3cb85f32019-06-17 11:32:49 +0100734ARMNN_AUTO_TEST_CASE(ResizeBilinearMagUint16,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100735 SimpleResizeBilinearTest<DataType::QuantisedSymm16>,
736 DataLayout::NCHW)
telsoa014fcda012018-03-09 14:13:49 +0000737
James Conroy59540822018-10-11 12:39:05 +0100738// Resize Bilinear - NHWC
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100739ARMNN_AUTO_TEST_CASE(ResizeBilinearNopNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100740 ResizeBilinearNopTest<DataType::Float32>,
741 DataLayout::NHWC)
Matthew Jackson9bff1442019-09-12 09:08:23 +0100742ARMNN_AUTO_TEST_CASE(ResizeBilinearNopNhwcFloat16,
743 ResizeBilinearNopTest<DataType::Float16>,
744 DataLayout::NHWC)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100745ARMNN_AUTO_TEST_CASE(ResizeBilinearNopUint8Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100746 ResizeBilinearNopTest<DataType::QuantisedAsymm8>,
747 DataLayout::NHWC)
Ellen Norris-Thompson3cb85f32019-06-17 11:32:49 +0100748ARMNN_AUTO_TEST_CASE(ResizeBilinearNopUint16Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100749 ResizeBilinearNopTest<DataType::QuantisedSymm16>,
750 DataLayout::NHWC)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100751ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100752 SimpleResizeBilinearTest<DataType::Float32>,
753 DataLayout::NHWC)
Matthew Jackson9bff1442019-09-12 09:08:23 +0100754ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearNhwcFloat16,
755 SimpleResizeBilinearTest<DataType::Float16>,
756 DataLayout::NHWC)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100757ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearUint8Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100758 SimpleResizeBilinearTest<DataType::QuantisedAsymm8>,
759 DataLayout::NHWC)
Ellen Norris-Thompson3cb85f32019-06-17 11:32:49 +0100760ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearUint16Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100761 ResizeBilinearNopTest<DataType::QuantisedSymm16>,
762 DataLayout::NHWC)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100763ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100764 ResizeBilinearSqMinTest<DataType::Float32>,
765 DataLayout::NHWC)
Matthew Jackson9bff1442019-09-12 09:08:23 +0100766ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinNhwcFloat16,
767 ResizeBilinearSqMinTest<DataType::Float16>,
768 DataLayout::NHWC)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100769ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinUint8Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100770 ResizeBilinearSqMinTest<DataType::QuantisedAsymm8>,
771 DataLayout::NHWC)
Ellen Norris-Thompson3cb85f32019-06-17 11:32:49 +0100772ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinUint16Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100773 ResizeBilinearNopTest<DataType::QuantisedSymm16>,
774 DataLayout::NHWC)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100775ARMNN_AUTO_TEST_CASE(ResizeBilinearMinNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100776 ResizeBilinearMinTest<DataType::Float32>,
777 DataLayout::NHWC)
Matthew Jackson9bff1442019-09-12 09:08:23 +0100778ARMNN_AUTO_TEST_CASE(ResizeBilinearMinNhwcFloat16,
779 ResizeBilinearMinTest<DataType::Float16>,
780 DataLayout::NHWC)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100781ARMNN_AUTO_TEST_CASE(ResizeBilinearMinUint8Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100782 ResizeBilinearMinTest<DataType::QuantisedAsymm8>,
783 DataLayout::NHWC)
Ellen Norris-Thompson3cb85f32019-06-17 11:32:49 +0100784ARMNN_AUTO_TEST_CASE(ResizeBilinearMinUint16Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100785 ResizeBilinearNopTest<DataType::QuantisedSymm16>,
786 DataLayout::NHWC)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100787ARMNN_AUTO_TEST_CASE(ResizeBilinearMagNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100788 ResizeBilinearMagTest<DataType::Float32>,
789 DataLayout::NHWC)
Matthew Jackson9bff1442019-09-12 09:08:23 +0100790ARMNN_AUTO_TEST_CASE(ResizeBilinearMagNhwcFloat16,
791 ResizeBilinearMagTest<DataType::Float16>,
792 DataLayout::NHWC)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100793ARMNN_AUTO_TEST_CASE(ResizeBilinearMagUint8Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100794 ResizeBilinearMagTest<DataType::QuantisedAsymm8>,
795 DataLayout::NHWC)
Ellen Norris-Thompson3cb85f32019-06-17 11:32:49 +0100796ARMNN_AUTO_TEST_CASE(ResizeBilinearMagUint16Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100797 ResizeBilinearNopTest<DataType::QuantisedSymm16>,
798 DataLayout::NHWC)
James Conroy59540822018-10-11 12:39:05 +0100799
Teresa Charlin970f43b2019-07-01 13:51:07 +0100800// Resize NearestNeighbor - NCHW
801ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighbor,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100802 SimpleResizeNearestNeighborTest<DataType::Float32>,
803 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100804ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborUint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100805 SimpleResizeNearestNeighborTest<DataType::QuantisedAsymm8>,
806 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100807ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborUint16,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100808 SimpleResizeNearestNeighborTest<DataType::QuantisedSymm16>,
809 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100810ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNop,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100811 ResizeNearestNeighborNopTest<DataType::Float32>,
812 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100813ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNopUint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100814 ResizeNearestNeighborNopTest<DataType::QuantisedAsymm8>,
815 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100816ARMNN_AUTO_TEST_CASE(esizeNearestNeighborNopUint16,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100817 SimpleResizeNearestNeighborTest<DataType::QuantisedSymm16>,
818 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100819ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMin,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100820 ResizeNearestNeighborSqMinTest<DataType::Float32>,
821 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100822ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinUint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100823 ResizeNearestNeighborSqMinTest<DataType::QuantisedAsymm8>,
824 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100825ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinUint16,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100826 SimpleResizeNearestNeighborTest<DataType::QuantisedSymm16>,
827 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100828ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMin,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100829 ResizeNearestNeighborMinTest<DataType::Float32>,
830 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100831ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinUint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100832 ResizeNearestNeighborMinTest<DataType::QuantisedAsymm8>,
833 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100834ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinUint16,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100835 SimpleResizeNearestNeighborTest<DataType::QuantisedSymm16>,
836 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100837ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMag,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100838 ResizeNearestNeighborMagTest<DataType::Float32>,
839 DataLayout::NCHW, 0.10f, 50, 0.11f, 20)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100840ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagUint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100841 ResizeNearestNeighborMagTest<DataType::QuantisedAsymm8>,
842 DataLayout::NCHW, 0.10f, 50, 0.11f, 20)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100843ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagUint16,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100844 SimpleResizeNearestNeighborTest<DataType::QuantisedSymm16>,
845 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100846
847// Resize NearestNeighbor - NHWC
848ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNopNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100849 ResizeNearestNeighborNopTest<DataType::Float32>,
850 DataLayout::NHWC)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100851ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNopUint8Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100852 ResizeNearestNeighborNopTest<DataType::QuantisedAsymm8>,
853 DataLayout::NHWC)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100854ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNopUint16Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100855 ResizeNearestNeighborNopTest<DataType::QuantisedSymm16>,
856 DataLayout::NHWC)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100857ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100858 SimpleResizeNearestNeighborTest<DataType::Float32>,
859 DataLayout::NHWC)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100860ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborUint8Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100861 SimpleResizeNearestNeighborTest<DataType::QuantisedAsymm8>,
862 DataLayout::NHWC)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100863ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborUint16Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100864 ResizeNearestNeighborNopTest<DataType::QuantisedSymm16>,
865 DataLayout::NHWC)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100866ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100867 ResizeNearestNeighborSqMinTest<DataType::Float32>,
868 DataLayout::NHWC)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100869ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinUint8Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100870 ResizeNearestNeighborSqMinTest<DataType::QuantisedAsymm8>,
871 DataLayout::NHWC)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100872ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinUint16Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100873 ResizeNearestNeighborNopTest<DataType::QuantisedSymm16>,
874 DataLayout::NHWC)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100875ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100876 ResizeNearestNeighborMinTest<DataType::Float32>,
877 DataLayout::NHWC)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100878ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinUint8Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100879 ResizeNearestNeighborMinTest<DataType::QuantisedAsymm8>,
880 DataLayout::NHWC)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100881ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinUint16Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100882 ResizeNearestNeighborNopTest<DataType::QuantisedSymm16>,
883 DataLayout::NHWC)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100884ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100885 ResizeNearestNeighborMagTest<DataType::Float32>,
886 DataLayout::NHWC, 0.10f, 50, 0.11f, 20)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100887ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagUint8Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100888 ResizeNearestNeighborMagTest<DataType::QuantisedAsymm8>,
889 DataLayout::NHWC, 0.10f, 50, 0.11f, 20)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100890ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagUint16Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100891 ResizeNearestNeighborNopTest<DataType::QuantisedSymm16>,
892 DataLayout::NHWC)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100893
telsoa014fcda012018-03-09 14:13:49 +0000894// Fake Quantization
895ARMNN_AUTO_TEST_CASE(FakeQuantization, FakeQuantizationTest)
896
Matteo Martincigh539b44d2018-10-01 09:26:39 +0100897// L2 Normalization
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100898ARMNN_AUTO_TEST_CASE(L2Normalization1d, L2Normalization1dTest, DataLayout::NCHW)
899ARMNN_AUTO_TEST_CASE(L2Normalization2d, L2Normalization2dTest, DataLayout::NCHW)
900ARMNN_AUTO_TEST_CASE(L2Normalization3d, L2Normalization3dTest, DataLayout::NCHW)
901ARMNN_AUTO_TEST_CASE(L2Normalization4d, L2Normalization4dTest, DataLayout::NCHW)
Ferran Balaguerc6138d82019-06-13 17:23:50 +0100902
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100903ARMNN_AUTO_TEST_CASE(L2Normalization1dInt16, L2Normalization1dInt16Test, DataLayout::NCHW)
904ARMNN_AUTO_TEST_CASE(L2Normalization2dInt16, L2Normalization2dInt16Test, DataLayout::NCHW)
905ARMNN_AUTO_TEST_CASE(L2Normalization3dInt16, L2Normalization3dInt16Test, DataLayout::NCHW)
906ARMNN_AUTO_TEST_CASE(L2Normalization4dInt16, L2Normalization4dInt16Test, DataLayout::NCHW)
jimfly013aab7c32018-11-12 13:32:08 +0000907
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100908ARMNN_AUTO_TEST_CASE(L2Normalization1dUint8, L2Normalization1dUint8Test, DataLayout::NCHW)
909ARMNN_AUTO_TEST_CASE(L2Normalization2dUint8, L2Normalization2dUint8Test, DataLayout::NCHW)
910ARMNN_AUTO_TEST_CASE(L2Normalization3dUint8, L2Normalization3dUint8Test, DataLayout::NCHW)
911ARMNN_AUTO_TEST_CASE(L2Normalization4dUint8, L2Normalization4dUint8Test, DataLayout::NCHW)
Ferran Balaguerc6138d82019-06-13 17:23:50 +0100912
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100913ARMNN_AUTO_TEST_CASE(L2Normalization1dNhwc, L2Normalization1dTest, DataLayout::NHWC)
914ARMNN_AUTO_TEST_CASE(L2Normalization2dNhwc, L2Normalization2dTest, DataLayout::NHWC)
915ARMNN_AUTO_TEST_CASE(L2Normalization3dNhwc, L2Normalization3dTest, DataLayout::NHWC)
916ARMNN_AUTO_TEST_CASE(L2Normalization4dNhwc, L2Normalization4dTest, DataLayout::NHWC)
Ferran Balaguerc6138d82019-06-13 17:23:50 +0100917
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100918ARMNN_AUTO_TEST_CASE(L2Normalization1dInt16Nhwc, L2Normalization1dInt16Test, DataLayout::NHWC)
919ARMNN_AUTO_TEST_CASE(L2Normalization2dInt16Nhwc, L2Normalization2dInt16Test, DataLayout::NHWC)
920ARMNN_AUTO_TEST_CASE(L2Normalization3dInt16Nhwc, L2Normalization3dInt16Test, DataLayout::NHWC)
921ARMNN_AUTO_TEST_CASE(L2Normalization4dInt16Nhwc, L2Normalization4dInt16Test, DataLayout::NHWC)
telsoa014fcda012018-03-09 14:13:49 +0000922
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100923ARMNN_AUTO_TEST_CASE(L2Normalization1dUint8Nhwc, L2Normalization1dUint8Test, DataLayout::NHWC)
924ARMNN_AUTO_TEST_CASE(L2Normalization2dUint8Nhwc, L2Normalization2dUint8Test, DataLayout::NHWC)
925ARMNN_AUTO_TEST_CASE(L2Normalization3dUint8Nhwc, L2Normalization3dUint8Test, DataLayout::NHWC)
926ARMNN_AUTO_TEST_CASE(L2Normalization4dUint8Nhwc, L2Normalization4dUint8Test, DataLayout::NHWC)
Ferran Balaguerc6138d82019-06-13 17:23:50 +0100927
Matthew Jackson82b15ed2019-07-25 16:14:30 +0100928ARMNN_AUTO_TEST_CASE(L2Normalization2dShape, L2Normalization2dShapeTest);
929
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100930ARMNN_AUTO_TEST_CASE(L2NormalizationDefaultEpsilon, L2NormalizationDefaultEpsilonTest, DataLayout::NCHW)
931ARMNN_AUTO_TEST_CASE(L2NormalizationNonDefaultEpsilon, L2NormalizationNonDefaultEpsilonTest, DataLayout::NCHW)
Ferran Balaguere52211e2019-06-17 12:23:52 +0100932
Aron Virginas-Tare662a942019-10-14 15:12:00 +0100933// LogSoftmax
934ARMNN_AUTO_TEST_CASE(LogSoftmaxFloat32_1, LogSoftmaxTest1<DataType::Float32>)
935ARMNN_AUTO_TEST_CASE(LogSoftmaxFloat32_2, LogSoftmaxTest2<DataType::Float32>)
936ARMNN_AUTO_TEST_CASE(LogSoftmaxFloat32_3, LogSoftmaxTest3<DataType::Float32>)
937ARMNN_AUTO_TEST_CASE(LogSoftmaxFloat32_4, LogSoftmaxTest4<DataType::Float32>)
938
939ARMNN_AUTO_TEST_CASE(LogSoftmaxFloat16_1, LogSoftmaxTest1<DataType::Float16>)
940ARMNN_AUTO_TEST_CASE(LogSoftmaxFloat16_2, LogSoftmaxTest2<DataType::Float16>)
941ARMNN_AUTO_TEST_CASE(LogSoftmaxFloat16_3, LogSoftmaxTest3<DataType::Float16>)
942ARMNN_AUTO_TEST_CASE(LogSoftmaxFloat16_4, LogSoftmaxTest4<DataType::Float16>)
943
Mohamed Nour Abouelseoud7420e552018-10-12 12:26:24 +0100944// Pad
Mohamed Nour Abouelseouddd6acea2018-10-18 12:26:19 +0100945ARMNN_AUTO_TEST_CASE(PadFloat322d, PadFloat322dTest)
David Monahan34757812019-06-19 11:47:21 +0100946ARMNN_AUTO_TEST_CASE(PadFloat322dCustomPadding, PadFloat322dCustomPaddingTest)
Mohamed Nour Abouelseouddd6acea2018-10-18 12:26:19 +0100947ARMNN_AUTO_TEST_CASE(PadFloat323d, PadFloat323dTest)
948ARMNN_AUTO_TEST_CASE(PadFloat324d, PadFloat324dTest)
949
950ARMNN_AUTO_TEST_CASE(PadUint82d, PadUint82dTest)
David Monahan34757812019-06-19 11:47:21 +0100951ARMNN_AUTO_TEST_CASE(PadUint82dCustomPadding, PadUint82dCustomPaddingTest)
Mohamed Nour Abouelseouddd6acea2018-10-18 12:26:19 +0100952ARMNN_AUTO_TEST_CASE(PadUint83d, PadUint83dTest)
953ARMNN_AUTO_TEST_CASE(PadUint84d, PadUint84dTest)
Mohamed Nour Abouelseoud7420e552018-10-12 12:26:24 +0100954
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100955ARMNN_AUTO_TEST_CASE(Pad2dQSymm16, Pad2dTestCommon<DataType::QuantisedSymm16>, 2.0f, 0, 0.0f)
956ARMNN_AUTO_TEST_CASE(Pad2dQSymm16CustomPadding, Pad2dTestCommon<DataType::QuantisedSymm16>, 2.0f, 0, 1.0f)
957ARMNN_AUTO_TEST_CASE(Pad3dQSymm16, Pad3dTestCommon<DataType::QuantisedSymm16>, 2.0f, 0)
958ARMNN_AUTO_TEST_CASE(Pad4dQSymm16, Pad4dTestCommon<DataType::QuantisedSymm16>, 2.0f, 0)
Narumol Prangnawarate6eaf662019-07-08 08:57:17 +0100959
telsoa014fcda012018-03-09 14:13:49 +0000960// Constant
961ARMNN_AUTO_TEST_CASE(Constant, ConstantTest)
Nina Drozd58ef2c62019-05-16 12:09:18 +0100962ARMNN_AUTO_TEST_CASE(ConstantUint8, ConstantUint8CustomQuantizationScaleAndOffsetTest)
963ARMNN_AUTO_TEST_CASE(ConstantInt16, ConstantInt16CustomQuantizationScaleAndOffsetTest)
telsoa014fcda012018-03-09 14:13:49 +0000964
965// Concat
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +0100966ARMNN_AUTO_TEST_CASE(Concat1d, Concat1dTest)
967ARMNN_AUTO_TEST_CASE(Concat1dUint8, Concat1dUint8Test)
telsoa014fcda012018-03-09 14:13:49 +0000968
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +0100969ARMNN_AUTO_TEST_CASE(Concat2dDim0, Concat2dDim0Test)
970ARMNN_AUTO_TEST_CASE(Concat2dDim0Uint8, Concat2dDim0Uint8Test)
971ARMNN_AUTO_TEST_CASE(Concat2dDim1, Concat2dDim1Test)
972ARMNN_AUTO_TEST_CASE(Concat2dDim1Uint8, Concat2dDim1Uint8Test)
telsoa014fcda012018-03-09 14:13:49 +0000973
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +0100974ARMNN_AUTO_TEST_CASE(Concat2dDim0DiffInputDims, Concat2dDim0DiffInputDimsTest)
975ARMNN_AUTO_TEST_CASE(Concat2dDim0DiffInputDimsUint8, Concat2dDim0DiffInputDimsUint8Test)
976ARMNN_AUTO_TEST_CASE(Concat2dDim1DiffInputDims, Concat2dDim1DiffInputDimsTest)
977ARMNN_AUTO_TEST_CASE(Concat2dDim1DiffInputDimsUint8, Concat2dDim1DiffInputDimsUint8Test)
telsoa014fcda012018-03-09 14:13:49 +0000978
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +0100979ARMNN_AUTO_TEST_CASE(Concat3dDim0, Concat3dDim0Test)
980ARMNN_AUTO_TEST_CASE(Concat3dDim0Uint8, Concat3dDim0Uint8Test)
981ARMNN_AUTO_TEST_CASE(Concat3dDim1, Concat3dDim1Test)
982ARMNN_AUTO_TEST_CASE(Concat3dDim1Uint8, Concat3dDim1Uint8Test)
983ARMNN_AUTO_TEST_CASE(Concat3dDim2, Concat3dDim2Test, true)
984ARMNN_AUTO_TEST_CASE(Concat3dDim2Uint8, Concat3dDim2Uint8Test, true)
telsoa014fcda012018-03-09 14:13:49 +0000985
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +0100986ARMNN_AUTO_TEST_CASE(Concat3dDim0DiffInputDims, Concat3dDim0DiffInputDimsTest)
987ARMNN_AUTO_TEST_CASE(Concat3dDim0DiffInputDimsUint8, Concat3dDim0DiffInputDimsUint8Test)
988ARMNN_AUTO_TEST_CASE(Concat3dDim1DiffInputDims, Concat3dDim1DiffInputDimsTest)
989ARMNN_AUTO_TEST_CASE(Concat3dDim1DiffInputDimsUint8, Concat3dDim1DiffInputDimsUint8Test)
990ARMNN_AUTO_TEST_CASE(Concat3dDim2DiffInputDims, Concat3dDim2DiffInputDimsTest, true)
991ARMNN_AUTO_TEST_CASE(Concat3dDim2DiffInputDimsUint8, Concat3dDim2DiffInputDimsUint8Test, true)
narpra015cdda352018-11-19 15:30:27 +0000992
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +0100993ARMNN_AUTO_TEST_CASE(Concat4dDim0, Concat4dDim0Test)
994ARMNN_AUTO_TEST_CASE(Concat4dDim1, Concat4dDim1Test)
995ARMNN_AUTO_TEST_CASE(Concat4dDim2, Concat4dDim2Test)
996ARMNN_AUTO_TEST_CASE(Concat4dDim3, Concat4dDim3Test, true)
997ARMNN_AUTO_TEST_CASE(Concat4dDim0Uint8, Concat4dDim0Uint8Test)
998ARMNN_AUTO_TEST_CASE(Concat4dDim1Uint8, Concat4dDim1Uint8Test)
999ARMNN_AUTO_TEST_CASE(Concat4dDim2Uint8, Concat4dDim2Uint8Test)
1000ARMNN_AUTO_TEST_CASE(Concat4dDim3Uint8, Concat4dDim3Uint8Test, true)
narpra015cdda352018-11-19 15:30:27 +00001001
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001002ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim0, Concat4dDiffShapeDim0Test)
1003ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim1, Concat4dDiffShapeDim1Test)
1004ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim2, Concat4dDiffShapeDim2Test)
1005ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim3, Concat4dDiffShapeDim3Test, true)
1006ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim0Uint8, Concat4dDiffShapeDim0Uint8Test)
1007ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim1Uint8, Concat4dDiffShapeDim1Uint8Test)
1008ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim2Uint8, Concat4dDiffShapeDim2Uint8Test)
1009ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim3Uint8, Concat4dDiffShapeDim3Uint8Test, true)
telsoa014fcda012018-03-09 14:13:49 +00001010
1011// Floor
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001012ARMNN_AUTO_TEST_CASE(SimpleFloor, SimpleFloorTest<DataType::Float32>)
Matthew Jackson9bff1442019-09-12 09:08:23 +01001013ARMNN_AUTO_TEST_CASE(SimpleFloorFloat16, SimpleFloorTest<DataType::Float16>)
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001014ARMNN_AUTO_TEST_CASE(SimpleFloorQuantisedSymm16, SimpleFloorTest<DataType::QuantisedSymm16>)
telsoa014fcda012018-03-09 14:13:49 +00001015
1016// Reshape
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001017ARMNN_AUTO_TEST_CASE(SimpleReshapeFloat32, SimpleReshapeTest<DataType::Float32>)
1018ARMNN_AUTO_TEST_CASE(SimpleReshapeQuantisedAsymm8, SimpleReshapeTest<DataType::QuantisedAsymm8>)
1019ARMNN_AUTO_TEST_CASE(SimpleReshapeQuantisedSymm16, SimpleReshapeTest<DataType::QuantisedSymm16>)
Matthew Jacksondba634f2019-08-15 15:14:18 +01001020ARMNN_AUTO_TEST_CASE(Reshape5d, Reshape5dTest<DataType::Float32>)
telsoa014fcda012018-03-09 14:13:49 +00001021
Mohamed Nour Abouelseouda1d3c6a2018-12-27 12:39:16 +00001022// Rsqrt
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001023ARMNN_AUTO_TEST_CASE(Rsqrt2d, Rsqrt2dTest<DataType::Float32>)
1024ARMNN_AUTO_TEST_CASE(Rsqrt3d, Rsqrt3dTest<DataType::Float32>)
1025ARMNN_AUTO_TEST_CASE(RsqrtZero, RsqrtZeroTest<DataType::Float32>)
1026ARMNN_AUTO_TEST_CASE(RsqrtNegative, RsqrtNegativeTest<DataType::Float32>)
Matthew Jackson9bff1442019-09-12 09:08:23 +01001027ARMNN_AUTO_TEST_CASE(Rsqrt2dFloat16, Rsqrt2dTest<DataType::Float16>)
1028ARMNN_AUTO_TEST_CASE(Rsqrt3dFloat16, Rsqrt3dTest<DataType::Float16>)
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001029ARMNN_AUTO_TEST_CASE(Rsqrt2dQuantisedAsymm8, Rsqrt2dTest<DataType::QuantisedAsymm8>)
1030ARMNN_AUTO_TEST_CASE(Rsqrt3dQuantisedAsymm8, Rsqrt3dTest<DataType::QuantisedAsymm8>)
1031ARMNN_AUTO_TEST_CASE(Rsqrt2dQuantisedSymm16, Rsqrt2dTest<DataType::QuantisedSymm16>)
1032ARMNN_AUTO_TEST_CASE(Rsqrt3dQuantisedSymm16, Rsqrt3dTest<DataType::QuantisedSymm16>)
Mohamed Nour Abouelseouda1d3c6a2018-12-27 12:39:16 +00001033
telsoa014fcda012018-03-09 14:13:49 +00001034// Permute
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001035ARMNN_AUTO_TEST_CASE(SimplePermuteFloat32, SimplePermuteTest<DataType::Float32>)
1036ARMNN_AUTO_TEST_CASE(PermuteFloat32ValueSet1Test, PermuteValueSet1Test<DataType::Float32>)
1037ARMNN_AUTO_TEST_CASE(PermuteFloat32ValueSet2Test, PermuteValueSet2Test<DataType::Float32>)
1038ARMNN_AUTO_TEST_CASE(PermuteFloat32ValueSet3Test, PermuteValueSet3Test<DataType::Float32>)
1039ARMNN_AUTO_TEST_CASE(SimplePermuteQASymm8, SimplePermuteTest<DataType::QuantisedAsymm8>)
1040ARMNN_AUTO_TEST_CASE(PermuteQASymm8ValueSet1Test, PermuteValueSet1Test<DataType::QuantisedAsymm8>)
1041ARMNN_AUTO_TEST_CASE(PermuteQASymm8ValueSet2Test, PermuteValueSet2Test<DataType::QuantisedAsymm8>)
1042ARMNN_AUTO_TEST_CASE(PermuteQASymm8ValueSet3Test, PermuteValueSet3Test<DataType::QuantisedAsymm8>)
1043ARMNN_AUTO_TEST_CASE(SimplePermuteQSymm16, SimplePermuteTest<DataType::QuantisedSymm16>)
1044ARMNN_AUTO_TEST_CASE(PermuteQSymm16ValueSet1Test, PermuteValueSet1Test<DataType::QuantisedSymm16>)
1045ARMNN_AUTO_TEST_CASE(PermuteQSymm16ValueSet2Test, PermuteValueSet2Test<DataType::QuantisedSymm16>)
1046ARMNN_AUTO_TEST_CASE(PermuteQSymm16ValueSet3Test, PermuteValueSet3Test<DataType::QuantisedSymm16>)
telsoa014fcda012018-03-09 14:13:49 +00001047
Matteo Martincigha65b7ae2018-11-14 12:39:55 +00001048// Lstm
Jan Eilers38e05bd2019-06-26 13:10:09 +01001049BOOST_AUTO_TEST_CASE(LstmUtilsZeroVector) {
1050 LstmUtilsZeroVectorTest(); }
1051BOOST_AUTO_TEST_CASE(LstmUtilsMeanStddevNormalization) {
1052 LstmUtilsMeanStddevNormalizationNoneZeroInputTest();
1053 LstmUtilsMeanStddevNormalizationAllZeroInputTest();
1054 LstmUtilsMeanStddevNormalizationMixedZeroInputTest(); }
1055BOOST_AUTO_TEST_CASE(LstmUtilsVectorBatchVectorCwiseProduct) {
1056 LstmUtilsVectorBatchVectorCwiseProductTest(); }
1057BOOST_AUTO_TEST_CASE(LstmUtilsVectorBatchVectorAdd) {
1058 LstmUtilsVectorBatchVectorAddTest(); }
1059
Matteo Martincigha65b7ae2018-11-14 12:39:55 +00001060ARMNN_AUTO_TEST_CASE(LstmLayerFloat32WithCifgWithPeepholeNoProjection,
1061 LstmLayerFloat32WithCifgWithPeepholeNoProjectionTest)
1062ARMNN_AUTO_TEST_CASE(LstmLayerFloat32NoCifgNoPeepholeNoProjection,
1063 LstmLayerFloat32NoCifgNoPeepholeNoProjectionTest)
1064ARMNN_AUTO_TEST_CASE(LstmLayerFloat32NoCifgWithPeepholeWithProjection,
1065 LstmLayerFloat32NoCifgWithPeepholeWithProjectionTest)
1066
Jan Eilers38e05bd2019-06-26 13:10:09 +01001067ARMNN_AUTO_TEST_CASE(LstmLayerFloat32NoCifgWithPeepholeWithProjectionWithLayerNorm,
1068 LstmLayerFloat32NoCifgWithPeepholeWithProjectionWithLayerNormTest)
1069
Conor Kennedyb9971c92019-05-07 07:14:23 +01001070ARMNN_AUTO_TEST_CASE(LstmLayerInt16NoCifgNoPeepholeNoProjection,
1071 LstmLayerInt16NoCifgNoPeepholeNoProjectionTest)
1072ARMNN_AUTO_TEST_CASE(LstmLayerInt16WithCifgWithPeepholeNoProjection,
1073 LstmLayerInt16WithCifgWithPeepholeNoProjectionTest)
1074ARMNN_AUTO_TEST_CASE(LstmLayerInt16NoCifgWithPeepholeWithProjection,
1075 LstmLayerInt16NoCifgWithPeepholeWithProjectionTest)
1076ARMNN_AUTO_TEST_CASE(LstmLayerInt16NoCifgNoPeepholeNoProjectionInt16Constant,
1077 LstmLayerInt16NoCifgNoPeepholeNoProjectionInt16ConstantTest)
1078
telsoa01c577f2c2018-08-31 09:22:23 +01001079// Convert from Float16 to Float32
1080ARMNN_AUTO_TEST_CASE(SimpleConvertFp16ToFp32, SimpleConvertFp16ToFp32Test)
1081// Convert from Float32 to Float16
1082ARMNN_AUTO_TEST_CASE(SimpleConvertFp32ToFp16, SimpleConvertFp32ToFp16Test)
1083
narpra011e4c31d2018-09-28 11:07:51 +01001084// Mean
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001085ARMNN_AUTO_TEST_CASE(MeanSimpleFloat32, MeanSimpleTest<DataType::Float32>)
1086ARMNN_AUTO_TEST_CASE(MeanSimpleAxisFloat32, MeanSimpleAxisTest<DataType::Float32>)
1087ARMNN_AUTO_TEST_CASE(MeanKeepDimsFloat32, MeanKeepDimsTest<DataType::Float32>)
1088ARMNN_AUTO_TEST_CASE(MeanMultipleDimsFloat32, MeanMultipleDimsTest<DataType::Float32>)
1089ARMNN_AUTO_TEST_CASE(MeanVts1Float32, MeanVts1Test<DataType::Float32>)
1090ARMNN_AUTO_TEST_CASE(MeanVts2Float32, MeanVts2Test<DataType::Float32>)
1091ARMNN_AUTO_TEST_CASE(MeanVts3Float32, MeanVts3Test<DataType::Float32>)
narpra011e4c31d2018-09-28 11:07:51 +01001092
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001093ARMNN_AUTO_TEST_CASE(MeanSimpleQuantisedAsymm8, MeanSimpleTest<DataType::QuantisedAsymm8>)
1094ARMNN_AUTO_TEST_CASE(MeanSimpleAxisQuantisedAsymm8, MeanSimpleAxisTest<DataType::QuantisedAsymm8>)
1095ARMNN_AUTO_TEST_CASE(MeanKeepDimsQuantisedAsymm8, MeanKeepDimsTest<DataType::QuantisedAsymm8>)
1096ARMNN_AUTO_TEST_CASE(MeanMultipleDimsQuantisedAsymm8, MeanMultipleDimsTest<DataType::QuantisedAsymm8>)
1097ARMNN_AUTO_TEST_CASE(MeanVts1QuantisedAsymm8, MeanVts1Test<DataType::QuantisedAsymm8>)
1098ARMNN_AUTO_TEST_CASE(MeanVts2QuantisedAsymm8, MeanVts2Test<DataType::QuantisedAsymm8>)
1099ARMNN_AUTO_TEST_CASE(MeanVts3QuantisedAsymm8, MeanVts3Test<DataType::QuantisedAsymm8>)
narpra011e4c31d2018-09-28 11:07:51 +01001100
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001101ARMNN_AUTO_TEST_CASE(MeanSimpleQuantisedSymm16, MeanSimpleTest<DataType::QuantisedSymm16>)
1102ARMNN_AUTO_TEST_CASE(MeanSimpleAxisQuantisedSymm16, MeanSimpleAxisTest<DataType::QuantisedSymm16>)
1103ARMNN_AUTO_TEST_CASE(MeanKeepDimsQuantisedSymm16, MeanKeepDimsTest<DataType::QuantisedSymm16>)
1104ARMNN_AUTO_TEST_CASE(MeanMultipleDimsQuantisedSymm16, MeanMultipleDimsTest<DataType::QuantisedSymm16>)
1105ARMNN_AUTO_TEST_CASE(MeanVts1QuantisedSymm16, MeanVts1Test<DataType::QuantisedSymm16>)
1106ARMNN_AUTO_TEST_CASE(MeanVts2QuantisedSymm16, MeanVts2Test<DataType::QuantisedSymm16>)
1107ARMNN_AUTO_TEST_CASE(MeanVts3QuantisedSymm16, MeanVts3Test<DataType::QuantisedSymm16>)
James Conroyb80775f2019-06-11 11:25:30 +01001108
Éanna Ó Catháin47c1ddb2018-10-12 14:24:13 +01001109ARMNN_AUTO_TEST_CASE(AdditionAfterMaxPool, AdditionAfterMaxPoolTest)
1110
Nikhil Raj68c2c902019-09-19 11:21:11 +01001111// ArgMinMax
1112ARMNN_AUTO_TEST_CASE(ArgMaxFloat32, ArgMaxSimpleTest<DataType::Float32>)
1113ARMNN_AUTO_TEST_CASE(ArgMinFloat32, ArgMinSimpleTest<DataType::Float32>)
James Conroyd47a0642019-09-17 14:22:06 +01001114ARMNN_AUTO_TEST_CASE(ArgMinChannelFloat32, ArgMinChannelTest<DataType::Float32>)
1115ARMNN_AUTO_TEST_CASE(ArgMaxChannelFloat32, ArgMaxChannelTest<DataType::Float32>)
1116ARMNN_AUTO_TEST_CASE(ArgMaxHeightFloat32, ArgMaxHeightTest<DataType::Float32>)
1117ARMNN_AUTO_TEST_CASE(ArgMinWidthFloat32, ArgMinWidthTest<DataType::Float32>)
Nikhil Raj68c2c902019-09-19 11:21:11 +01001118
Francis Murtagh1939df52019-11-13 15:21:09 +00001119ARMNN_AUTO_TEST_CASE(ArgMaxSigned32, ArgMaxSimpleTest<DataType::Signed32>)
1120ARMNN_AUTO_TEST_CASE(ArgMinSigned32, ArgMinSimpleTest<DataType::Signed32>)
1121ARMNN_AUTO_TEST_CASE(ArgMinChannelSigned32, ArgMinChannelTest<DataType::Signed32>)
1122ARMNN_AUTO_TEST_CASE(ArgMaxChannelSigned32, ArgMaxChannelTest<DataType::Signed32>)
1123ARMNN_AUTO_TEST_CASE(ArgMaxHeightSigned32, ArgMaxHeightTest<DataType::Signed32>)
1124ARMNN_AUTO_TEST_CASE(ArgMinWidthSigned32, ArgMinWidthTest<DataType::Signed32>)
1125
James Conroyd47a0642019-09-17 14:22:06 +01001126ARMNN_AUTO_TEST_CASE(ArgMaxSimpleQuantisedAsymm8, ArgMaxSimpleTest<DataType::QuantisedAsymm8>)
1127ARMNN_AUTO_TEST_CASE(ArgMinSimpleQuantisedAsymm8, ArgMinSimpleTest<DataType::QuantisedAsymm8>)
1128ARMNN_AUTO_TEST_CASE(ArgMinChannelQuantisedAsymm8, ArgMinChannelTest<DataType::QuantisedAsymm8>)
1129ARMNN_AUTO_TEST_CASE(ArgMaxChannelQuantisedAsymm8, ArgMaxChannelTest<DataType::QuantisedAsymm8>)
Nikhil Raj68c2c902019-09-19 11:21:11 +01001130
James Conroyd47a0642019-09-17 14:22:06 +01001131ARMNN_AUTO_TEST_CASE(ArgMaxSimpleQuantisedSymm16, ArgMaxSimpleTest<DataType::QuantisedSymm16>)
1132ARMNN_AUTO_TEST_CASE(ArgMinSimpleQuantisedSymm16, ArgMinSimpleTest<DataType::QuantisedSymm16>)
1133ARMNN_AUTO_TEST_CASE(ArgMinChannelQuantisedSymm16, ArgMinChannelTest<DataType::QuantisedSymm16>)
1134ARMNN_AUTO_TEST_CASE(ArgMaxChannelQuantisedSymm16, ArgMaxChannelTest<DataType::QuantisedSymm16>)
Nikhil Raj68c2c902019-09-19 11:21:11 +01001135
Nattapat Chaimanowong3ea76d52018-11-09 14:10:38 +00001136// Space To Batch Nd
1137ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleFloat32, SpaceToBatchNdSimpleFloat32Test)
1138ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsFloat32, SpaceToBatchNdMultiChannelsFloat32Test)
1139ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockFloat32, SpaceToBatchNdMultiBlockFloat32Test)
1140ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingFloat32, SpaceToBatchNdPaddingFloat32Test)
1141
Matthew Jackson9bff1442019-09-12 09:08:23 +01001142ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleFloat16, SpaceToBatchNdSimpleFloat16Test)
1143ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsFloat16, SpaceToBatchNdMultiChannelsFloat16Test)
1144ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockFloat16, SpaceToBatchNdMultiBlockFloat16Test)
1145ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingFloat16, SpaceToBatchNdPaddingFloat16Test)
1146
Nattapat Chaimanowong3ea76d52018-11-09 14:10:38 +00001147ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleUint8, SpaceToBatchNdSimpleUint8Test)
1148ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsUint8, SpaceToBatchNdMultiChannelsUint8Test)
1149ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockUint8, SpaceToBatchNdMultiBlockUint8Test)
1150ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingUint8, SpaceToBatchNdPaddingUint8Test)
1151
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001152ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleNhwcFloat32, SpaceToBatchNdSimpleNhwcFloat32Test)
1153ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsNhwcFloat32, SpaceToBatchNdMultiChannelsNhwcFloat32Test)
1154ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockNhwcFloat32, SpaceToBatchNdMultiBlockNhwcFloat32Test)
1155ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingNhwcFloat32, SpaceToBatchNdPaddingNhwcFloat32Test)
Nattapat Chaimanowong3ea76d52018-11-09 14:10:38 +00001156
Matthew Jackson9bff1442019-09-12 09:08:23 +01001157ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleNhwcFloat16, SpaceToBatchNdSimpleNhwcFloat16Test)
1158ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsNhwcFloat16, SpaceToBatchNdMultiChannelsNhwcFloat16Test)
1159ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockNhwcFloat16, SpaceToBatchNdMultiBlockNhwcFloat16Test)
1160ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingNhwcFloat16, SpaceToBatchNdPaddingNhwcFloat16Test)
1161
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001162ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleNhwcUint8, SpaceToBatchNdSimpleNhwcUint8Test)
1163ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsNhwcUint8, SpaceToBatchNdMultiChannelsNhwcUint8Test)
1164ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockNhwcUint8, SpaceToBatchNdMultiBlockNhwcUint8Test)
1165ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingNhwcUint8, SpaceToBatchNdPaddingNhwcUint8Test)
Nattapat Chaimanowong3ea76d52018-11-09 14:10:38 +00001166
nikraj01120522a2019-05-31 11:33:07 +01001167ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleUint16, SpaceToBatchNdSimpleUint16Test)
1168ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsUint16, SpaceToBatchNdMultiChannelsUint16Test)
1169ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockUint16, SpaceToBatchNdMultiBlockUint16Test)
1170ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingUint16, SpaceToBatchNdPaddingUint16Test)
1171
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001172ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleNhwcUint16, SpaceToBatchNdSimpleNhwcUint16Test)
1173ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsNhwcUint16, SpaceToBatchNdMultiChannelsNhwcUint16Test)
1174ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockNhwcUint16, SpaceToBatchNdMultiBlockNhwcUint16Test)
1175ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingNhwcUint16, SpaceToBatchNdPaddingNhwcUint16Test)
nikraj01120522a2019-05-31 11:33:07 +01001176
Francis Murtagh57f13d52019-06-24 14:24:36 +01001177// BatchToSpace
Matthew Jackson9bff1442019-09-12 09:08:23 +01001178ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat32_1, BatchToSpaceNdNhwcTest1<DataType::Float32>)
1179ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat32_2, BatchToSpaceNdNhwcTest2<DataType::Float32>)
1180ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat32_3, BatchToSpaceNdNhwcTest3<DataType::Float32>)
1181ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat32_4, BatchToSpaceNdNhwcTest4<DataType::Float32>)
1182ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat32_5, BatchToSpaceNdNhwcTest5<DataType::Float32>)
1183ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat32_6, BatchToSpaceNdNhwcTest6<DataType::Float32>)
1184ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat32_7, BatchToSpaceNdNhwcTest7<DataType::Float32>)
1185
1186ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat16_1, BatchToSpaceNdNhwcTest1<DataType::Float16>)
1187ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat16_2, BatchToSpaceNdNhwcTest2<DataType::Float16>)
1188ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat16_3, BatchToSpaceNdNhwcTest3<DataType::Float16>)
1189ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat16_4, BatchToSpaceNdNhwcTest4<DataType::Float16>)
1190ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat16_5, BatchToSpaceNdNhwcTest5<DataType::Float16>)
1191ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat16_6, BatchToSpaceNdNhwcTest6<DataType::Float16>)
1192ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat16_7, BatchToSpaceNdNhwcTest7<DataType::Float16>)
Éanna Ó Catháin4e1e1362018-11-12 11:36:34 +00001193
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001194ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint1, BatchToSpaceNdNhwcTest1<DataType::QuantisedAsymm8>)
1195ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint2, BatchToSpaceNdNhwcTest2<DataType::QuantisedAsymm8>)
1196ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint3, BatchToSpaceNdNhwcTest3<DataType::QuantisedAsymm8>)
1197ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint4, BatchToSpaceNdNhwcTest4<DataType::QuantisedAsymm8>)
1198ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint5, BatchToSpaceNdNhwcTest5<DataType::QuantisedAsymm8>)
1199ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint6, BatchToSpaceNdNhwcTest6<DataType::QuantisedAsymm8>)
1200ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint7, BatchToSpaceNdNhwcTest7<DataType::QuantisedAsymm8>)
Éanna Ó Catháin4e1e1362018-11-12 11:36:34 +00001201
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001202ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcQsymm16_1, BatchToSpaceNdNhwcTest1<DataType::QuantisedSymm16>)
1203ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcQsymm16_2, BatchToSpaceNdNhwcTest2<DataType::QuantisedSymm16>)
1204ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcQsymm16_3, BatchToSpaceNdNhwcTest3<DataType::QuantisedSymm16>)
1205ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcQsymm16_4, BatchToSpaceNdNhwcTest4<DataType::QuantisedSymm16>)
1206ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcQsymm16_5, BatchToSpaceNdNhwcTest5<DataType::QuantisedSymm16>)
1207ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcQsymm16_6, BatchToSpaceNdNhwcTest6<DataType::QuantisedSymm16>)
1208ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcQsymm16_7, BatchToSpaceNdNhwcTest7<DataType::QuantisedSymm16>)
Francis Murtaghd0dfe172019-06-25 10:57:10 +01001209
Matthew Jackson9bff1442019-09-12 09:08:23 +01001210ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat16_1, BatchToSpaceNdNchwTest1<DataType::Float16>)
1211ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat16_2, BatchToSpaceNdNchwTest2<DataType::Float16>)
1212ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat16_3, BatchToSpaceNdNchwTest3<DataType::Float16>)
1213ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat16_4, BatchToSpaceNdNchwTest4<DataType::Float16>)
1214ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat16_5, BatchToSpaceNdNchwTest5<DataType::Float16>)
1215ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat16_6, BatchToSpaceNdNchwTest6<DataType::Float16>)
1216ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat16_7, BatchToSpaceNdNchwTest7<DataType::Float16>)
Mike Kelly831faed2018-11-28 11:52:08 +00001217
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001218ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint1, BatchToSpaceNdNchwTest1<DataType::QuantisedAsymm8>)
1219ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint2, BatchToSpaceNdNchwTest2<DataType::QuantisedAsymm8>)
1220ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint3, BatchToSpaceNdNchwTest3<DataType::QuantisedAsymm8>)
1221ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint4, BatchToSpaceNdNchwTest4<DataType::QuantisedAsymm8>)
1222ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint5, BatchToSpaceNdNchwTest5<DataType::QuantisedAsymm8>)
1223ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint6, BatchToSpaceNdNchwTest6<DataType::QuantisedAsymm8>)
1224ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint7, BatchToSpaceNdNchwTest7<DataType::QuantisedAsymm8>)
Éanna Ó Catháin262553e2018-11-14 11:26:23 +00001225
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001226ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwQsymm16_1, BatchToSpaceNdNchwTest1<DataType::QuantisedSymm16>)
1227ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwQsymm16_2, BatchToSpaceNdNchwTest2<DataType::QuantisedSymm16>)
1228ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwQsymm16_3, BatchToSpaceNdNchwTest3<DataType::QuantisedSymm16>)
1229ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwQsymm16_4, BatchToSpaceNdNchwTest4<DataType::QuantisedSymm16>)
1230ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwQsymm16_5, BatchToSpaceNdNchwTest5<DataType::QuantisedSymm16>)
1231ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwQsymm16_6, BatchToSpaceNdNchwTest6<DataType::QuantisedSymm16>)
1232ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwQsymm16_7, BatchToSpaceNdNchwTest7<DataType::QuantisedSymm16>)
Francis Murtaghd0dfe172019-06-25 10:57:10 +01001233
Aron Virginas-Tar73f66422019-09-23 19:11:59 +01001234// DepthToSpace
1235ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat32_1, DepthToSpaceTest1<DataType::Float32>, DataLayout::NCHW);
1236ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat32_2, DepthToSpaceTest2<DataType::Float32>, DataLayout::NCHW);
1237ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat32_3, DepthToSpaceTest3<DataType::Float32>, DataLayout::NCHW);
1238ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat32_4, DepthToSpaceTest4<DataType::Float32>, DataLayout::NCHW);
1239
1240ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat16_1, DepthToSpaceTest1<DataType::Float16>, DataLayout::NCHW);
1241ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat16_2, DepthToSpaceTest2<DataType::Float16>, DataLayout::NCHW);
1242ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat16_3, DepthToSpaceTest3<DataType::Float16>, DataLayout::NCHW);
1243ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat16_4, DepthToSpaceTest4<DataType::Float16>, DataLayout::NCHW);
1244
1245ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwUint8_1, DepthToSpaceTest1<DataType::QuantisedAsymm8>, DataLayout::NCHW);
1246ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwUint8_2, DepthToSpaceTest2<DataType::QuantisedAsymm8>, DataLayout::NCHW);
1247ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwUint8_3, DepthToSpaceTest3<DataType::QuantisedAsymm8>, DataLayout::NCHW);
1248ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwUint8_4, DepthToSpaceTest4<DataType::QuantisedAsymm8>, DataLayout::NCHW);
1249
1250ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt16_1, DepthToSpaceTest1<DataType::QuantisedSymm16>, DataLayout::NCHW);
1251ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt16_2, DepthToSpaceTest2<DataType::QuantisedSymm16>, DataLayout::NCHW);
1252ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt16_3, DepthToSpaceTest3<DataType::QuantisedSymm16>, DataLayout::NCHW);
1253ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt16_4, DepthToSpaceTest4<DataType::QuantisedSymm16>, DataLayout::NCHW);
1254
1255ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat32_1, DepthToSpaceTest1<DataType::Float32>, DataLayout::NHWC);
1256ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat32_2, DepthToSpaceTest2<DataType::Float32>, DataLayout::NHWC);
1257ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat32_3, DepthToSpaceTest3<DataType::Float32>, DataLayout::NHWC);
1258ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat32_4, DepthToSpaceTest4<DataType::Float32>, DataLayout::NHWC);
1259
1260ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat16_1, DepthToSpaceTest1<DataType::Float16>, DataLayout::NHWC);
1261ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat16_2, DepthToSpaceTest2<DataType::Float16>, DataLayout::NHWC);
1262ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat16_3, DepthToSpaceTest3<DataType::Float16>, DataLayout::NHWC);
1263ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat16_4, DepthToSpaceTest4<DataType::Float16>, DataLayout::NHWC);
1264
1265ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcUint8_1, DepthToSpaceTest1<DataType::QuantisedAsymm8>, DataLayout::NHWC);
1266ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcUint8_2, DepthToSpaceTest2<DataType::QuantisedAsymm8>, DataLayout::NHWC);
1267ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcUint8_3, DepthToSpaceTest3<DataType::QuantisedAsymm8>, DataLayout::NHWC);
1268ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcUint8_4, DepthToSpaceTest4<DataType::QuantisedAsymm8>, DataLayout::NHWC);
1269
1270ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt16_1, DepthToSpaceTest1<DataType::QuantisedSymm16>, DataLayout::NHWC);
1271ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt16_2, DepthToSpaceTest2<DataType::QuantisedSymm16>, DataLayout::NHWC);
1272ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt16_3, DepthToSpaceTest3<DataType::QuantisedSymm16>, DataLayout::NHWC);
1273ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt16_4, DepthToSpaceTest4<DataType::QuantisedSymm16>, DataLayout::NHWC);
Francis Murtaghd0dfe172019-06-25 10:57:10 +01001274
Francis Murtagh57f13d52019-06-24 14:24:36 +01001275// SpaceToDepth
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001276ARMNN_AUTO_TEST_CASE(SpaceToDepthNchwAsymmQ8, SpaceToDepthNchwAsymmQ8Test)
1277ARMNN_AUTO_TEST_CASE(SpaceToDepthNhwcAsymmQ8, SpaceToDepthNhwcAsymmQ8Test)
Keith Davisa57eccb2019-06-14 17:33:22 +01001278
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001279ARMNN_AUTO_TEST_CASE(SpaceToDepthNhwc1Float32, SpaceToDepthNhwcFloat32Test1)
1280ARMNN_AUTO_TEST_CASE(SpaceToDepthNchw1Float32, SpaceToDepthNchwFloat32Test1)
James Conroyd2aa85e2019-07-01 17:12:40 +01001281
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001282ARMNN_AUTO_TEST_CASE(SpaceToDepthNhwc2Float32, SpaceToDepthNhwcFloat32Test2)
1283ARMNN_AUTO_TEST_CASE(SpaceToDepthNchw2Float32, SpaceToDepthNchwFloat32Test2)
James Conroyd2aa85e2019-07-01 17:12:40 +01001284
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001285ARMNN_AUTO_TEST_CASE(SpaceToDepthNhwcQSymm16, SpaceToDepthNhwcQSymm16Test)
1286ARMNN_AUTO_TEST_CASE(SpaceToDepthNchwQSymm16, SpaceToDepthNchwQSymm16Test)
Keith Davisa57eccb2019-06-14 17:33:22 +01001287
Nattapat Chaimanowong1216b582018-11-23 15:33:41 +00001288// Strided Slice
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001289ARMNN_AUTO_TEST_CASE(StridedSlice4dFloat32, StridedSlice4dFloat32Test)
1290ARMNN_AUTO_TEST_CASE(StridedSlice4dReverseFloat32, StridedSlice4dReverseFloat32Test)
Nattapat Chaimanowong1216b582018-11-23 15:33:41 +00001291ARMNN_AUTO_TEST_CASE(StridedSliceSimpleStrideFloat32, StridedSliceSimpleStrideFloat32Test)
1292ARMNN_AUTO_TEST_CASE(StridedSliceSimpleRangeMaskFloat32, StridedSliceSimpleRangeMaskFloat32Test)
1293ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskFloat32, StridedSliceShrinkAxisMaskFloat32Test)
Francis Murtaghec33a912019-11-05 14:26:23 +00001294ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskCTSFloat32, StridedSliceShrinkAxisMaskCTSFloat32Test)
1295ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0Dim3Float32,
1296 StridedSliceShrinkAxisMaskBitPosition0Dim3Float32Test)
1297ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0Float32, StridedSliceShrinkAxisMaskBitPosition0Float32Test)
1298ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition1Float32, StridedSliceShrinkAxisMaskBitPosition1Float32Test)
1299ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition2Float32, StridedSliceShrinkAxisMaskBitPosition2Float32Test)
1300ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition3Float32, StridedSliceShrinkAxisMaskBitPosition3Float32Test)
1301ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0And1Float32,
1302 StridedSliceShrinkAxisMaskBitPosition0And1Float32Test)
1303ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0And2Float32,
1304 StridedSliceShrinkAxisMaskBitPosition0And2Float32Test)
1305ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0And3Float32,
1306 StridedSliceShrinkAxisMaskBitPosition0And3Float32Test)
1307ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0And1And3Float32,
1308 StridedSliceShrinkAxisMaskBitPosition0And1And3Float32Test)
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001309ARMNN_AUTO_TEST_CASE(StridedSlice3dFloat32, StridedSlice3dFloat32Test)
1310ARMNN_AUTO_TEST_CASE(StridedSlice3dReverseFloat32, StridedSlice3dReverseFloat32Test)
1311ARMNN_AUTO_TEST_CASE(StridedSlice2dFloat32, StridedSlice2dFloat32Test)
1312ARMNN_AUTO_TEST_CASE(StridedSlice2dReverseFloat32, StridedSlice2dReverseFloat32Test)
Nattapat Chaimanowong1216b582018-11-23 15:33:41 +00001313
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001314ARMNN_AUTO_TEST_CASE(StridedSlice4dUint8, StridedSlice4dUint8Test)
1315ARMNN_AUTO_TEST_CASE(StridedSlice4dReverseUint8, StridedSlice4dReverseUint8Test)
Nattapat Chaimanowong1216b582018-11-23 15:33:41 +00001316ARMNN_AUTO_TEST_CASE(StridedSliceSimpleStrideUint8, StridedSliceSimpleStrideUint8Test)
1317ARMNN_AUTO_TEST_CASE(StridedSliceSimpleRangeMaskUint8, StridedSliceSimpleRangeMaskUint8Test)
1318ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskUint8, StridedSliceShrinkAxisMaskUint8Test)
Francis Murtaghec33a912019-11-05 14:26:23 +00001319ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0Dim3Uint8,
1320 StridedSliceShrinkAxisMaskBitPosition0Dim3Uint8Test)
1321ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0Uint8, StridedSliceShrinkAxisMaskBitPosition0Uint8Test)
1322ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition1Uint8, StridedSliceShrinkAxisMaskBitPosition1Uint8Test)
1323ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition2Uint8, StridedSliceShrinkAxisMaskBitPosition2Uint8Test)
1324ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition3Uint8, StridedSliceShrinkAxisMaskBitPosition3Uint8Test)
1325ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0And1Uint8,
1326 StridedSliceShrinkAxisMaskBitPosition0And1Uint8Test)
1327ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0And2Uint8,
1328 StridedSliceShrinkAxisMaskBitPosition0And2Uint8Test)
1329ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0And3Uint8,
1330 StridedSliceShrinkAxisMaskBitPosition0And3Uint8Test)
1331ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0And1And3Uint8,
1332 StridedSliceShrinkAxisMaskBitPosition0And1And3Uint8Test)
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001333ARMNN_AUTO_TEST_CASE(StridedSlice3dUint8, StridedSlice3dUint8Test)
1334ARMNN_AUTO_TEST_CASE(StridedSlice3dReverseUint8, StridedSlice3dReverseUint8Test)
1335ARMNN_AUTO_TEST_CASE(StridedSlice2dUint8, StridedSlice2dUint8Test)
1336ARMNN_AUTO_TEST_CASE(StridedSlice2dReverseUint8, StridedSlice2dReverseUint8Test)
Nattapat Chaimanowong1216b582018-11-23 15:33:41 +00001337
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001338ARMNN_AUTO_TEST_CASE(StridedSlice4dInt16, StridedSlice4dInt16Test)
1339ARMNN_AUTO_TEST_CASE(StridedSlice4dReverseInt16, StridedSlice4dReverseInt16Test)
Matteo Martincigh42666a12019-05-29 08:53:41 +01001340ARMNN_AUTO_TEST_CASE(StridedSliceSimpleStrideInt16, StridedSliceSimpleStrideInt16Test)
1341ARMNN_AUTO_TEST_CASE(StridedSliceSimpleRangeMaskInt16, StridedSliceSimpleRangeMaskInt16Test)
1342ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskInt16, StridedSliceShrinkAxisMaskInt16Test)
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001343ARMNN_AUTO_TEST_CASE(StridedSlice3dInt16, StridedSlice3dInt16Test)
1344ARMNN_AUTO_TEST_CASE(StridedSlice3dReverseInt16, StridedSlice3dReverseInt16Test)
1345ARMNN_AUTO_TEST_CASE(StridedSlice2dInt16, StridedSlice2dInt16Test)
1346ARMNN_AUTO_TEST_CASE(StridedSlice2dReverseInt16, StridedSlice2dReverseInt16Test)
Matteo Martincigh42666a12019-05-29 08:53:41 +01001347
Nattapat Chaimanowongcfdcadf2018-12-06 11:54:33 +00001348// Debug
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001349ARMNN_AUTO_TEST_CASE(Debug4dFloat32, Debug4dFloat32Test)
1350ARMNN_AUTO_TEST_CASE(Debug3dFloat32, Debug3dFloat32Test)
1351ARMNN_AUTO_TEST_CASE(Debug2dFloat32, Debug2dFloat32Test)
1352ARMNN_AUTO_TEST_CASE(Debug1dFloat32, Debug1dFloat32Test)
Nattapat Chaimanowongcfdcadf2018-12-06 11:54:33 +00001353
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001354ARMNN_AUTO_TEST_CASE(Debug4dUint8, Debug4dUint8Test)
1355ARMNN_AUTO_TEST_CASE(Debug3dUint8, Debug3dUint8Test)
1356ARMNN_AUTO_TEST_CASE(Debug2dUint8, Debug2dUint8Test)
1357ARMNN_AUTO_TEST_CASE(Debug1dUint8, Debug1dUint8Test)
Nattapat Chaimanowongcfdcadf2018-12-06 11:54:33 +00001358
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001359ARMNN_AUTO_TEST_CASE(Debug4dQSymm16, Debug4dInt16Test)
1360ARMNN_AUTO_TEST_CASE(Debug3dQSymm16, Debug3dInt16Test)
1361ARMNN_AUTO_TEST_CASE(Debug2dQSymm16, Debug2dInt16Test)
1362ARMNN_AUTO_TEST_CASE(Debug1dQSymm16, Debug1dInt16Test)
Narumol Prangnawarat47cfee92019-07-04 10:29:00 +01001363
narpra014951d842019-01-18 16:53:53 +00001364// Gather
Matthew Jackson9bff1442019-09-12 09:08:23 +01001365ARMNN_AUTO_TEST_CASE(Gather1dParamsFloat32, Gather1dParamsFloat32Test)
1366ARMNN_AUTO_TEST_CASE(Gather1dParamsFloat16, Gather1dParamsFloat16Test)
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001367ARMNN_AUTO_TEST_CASE(Gather1dParamsUint8, Gather1dParamsUint8Test)
1368ARMNN_AUTO_TEST_CASE(Gather1dParamsInt16, Gather1dParamsInt16Test)
Matthew Jackson9bff1442019-09-12 09:08:23 +01001369ARMNN_AUTO_TEST_CASE(GatherMultiDimParamsFloat32, GatherMultiDimParamsFloat32Test)
1370ARMNN_AUTO_TEST_CASE(GatherMultiDimParamsFloat16, GatherMultiDimParamsFloat16Test)
narpra014951d842019-01-18 16:53:53 +00001371ARMNN_AUTO_TEST_CASE(GatherMultiDimParamsUint8, GatherMultiDimParamsUint8Test)
Ellen Norris-Thompsone0dbedf2019-06-24 09:23:38 +01001372ARMNN_AUTO_TEST_CASE(GatherMultiDimParamsInt16, GatherMultiDimParamsInt16Test)
Matthew Jackson9bff1442019-09-12 09:08:23 +01001373ARMNN_AUTO_TEST_CASE(GatherMultiDimParamsMultiDimIndicesFloat32, GatherMultiDimParamsMultiDimIndicesFloat32Test)
1374ARMNN_AUTO_TEST_CASE(GatherMultiDimParamsMultiDimIndicesFloat16, GatherMultiDimParamsMultiDimIndicesFloat16Test)
narpra014951d842019-01-18 16:53:53 +00001375ARMNN_AUTO_TEST_CASE(GatherMultiDimParamsMultiDimIndicesUint8, GatherMultiDimParamsMultiDimIndicesUint8Test)
Ellen Norris-Thompsone0dbedf2019-06-24 09:23:38 +01001376ARMNN_AUTO_TEST_CASE(GatherMultiDimParamsMultiDimIndicesInt16, GatherMultiDimParamsMultiDimIndicesInt16Test)
narpra014951d842019-01-18 16:53:53 +00001377
Sadik Armagan9199e582019-09-05 17:35:31 +01001378// Abs
1379ARMNN_AUTO_TEST_CASE(Abs2d, Abs2dTest<DataType::Float32>)
1380ARMNN_AUTO_TEST_CASE(Abs3d, Abs3dTest<DataType::Float32>)
1381ARMNN_AUTO_TEST_CASE(AbsZero, AbsZeroTest<DataType::Float32>)
Matthew Jackson9bff1442019-09-12 09:08:23 +01001382ARMNN_AUTO_TEST_CASE(Abs2dFloat16, Abs2dTest<DataType::Float16>)
1383ARMNN_AUTO_TEST_CASE(Abs3dFloat16, Abs3dTest<DataType::Float16>)
Sadik Armagan9199e582019-09-05 17:35:31 +01001384ARMNN_AUTO_TEST_CASE(Abs2dQuantisedAsymm8, Abs2dTest<DataType::QuantisedAsymm8>)
1385ARMNN_AUTO_TEST_CASE(Abs3dQuantisedAsymm8, Abs3dTest<DataType::QuantisedAsymm8>)
1386ARMNN_AUTO_TEST_CASE(Abs2dQuantisedSymm16, Abs2dTest<DataType::QuantisedSymm16>)
1387ARMNN_AUTO_TEST_CASE(Abs3dQuantisedSymm16, Abs3dTest<DataType::QuantisedSymm16>)
1388
Narumol Prangnawarate0a4ad82019-02-04 19:05:27 +00001389// Detection PostProcess
1390BOOST_AUTO_TEST_CASE(DetectionPostProcessRegularNmsFloat)
1391{
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001392 DetectionPostProcessRegularNmsFloatTest<RefWorkloadFactory>();
Narumol Prangnawarate0a4ad82019-02-04 19:05:27 +00001393}
1394BOOST_AUTO_TEST_CASE(DetectionPostProcessFastNmsFloat)
1395{
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001396 DetectionPostProcessFastNmsFloatTest<RefWorkloadFactory>();
Narumol Prangnawarate0a4ad82019-02-04 19:05:27 +00001397}
1398BOOST_AUTO_TEST_CASE(DetectionPostProcessRegularNmsUint8)
1399{
Aron Virginas-Tar6331f912019-06-03 17:10:02 +01001400 DetectionPostProcessRegularNmsQuantizedTest<
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001401 RefWorkloadFactory, DataType::QuantisedAsymm8>();
Narumol Prangnawarate0a4ad82019-02-04 19:05:27 +00001402}
1403BOOST_AUTO_TEST_CASE(DetectionPostProcessFastNmsUint8)
1404{
Aron Virginas-Tar6331f912019-06-03 17:10:02 +01001405 DetectionPostProcessRegularNmsQuantizedTest<
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001406 RefWorkloadFactory, DataType::QuantisedAsymm8>();
Aron Virginas-Tar6331f912019-06-03 17:10:02 +01001407}
1408BOOST_AUTO_TEST_CASE(DetectionPostProcessRegularNmsInt16)
1409{
1410 DetectionPostProcessRegularNmsQuantizedTest<
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001411 RefWorkloadFactory, DataType::QuantisedSymm16>();
Aron Virginas-Tar6331f912019-06-03 17:10:02 +01001412}
1413BOOST_AUTO_TEST_CASE(DetectionPostProcessFastNmsInt16)
1414{
1415 DetectionPostProcessFastNmsQuantizedTest<
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001416 RefWorkloadFactory, DataType::QuantisedSymm16>();
Narumol Prangnawarate0a4ad82019-02-04 19:05:27 +00001417}
1418
Nattapat Chaimanowong8a54ac02019-03-29 15:25:04 +00001419// Dequantize
Nattapat Chaimanowongafa4e3a2019-04-02 11:41:45 +01001420ARMNN_AUTO_TEST_CASE(DequantizeSimpleUint8, DequantizeSimpleUint8Test)
1421ARMNN_AUTO_TEST_CASE(DequantizeOffsetUint8, DequantizeOffsetUint8Test)
1422ARMNN_AUTO_TEST_CASE(DequantizeSimpleInt16, DequantizeSimpleInt16Test)
Jan Eilersf7107932019-11-01 11:09:36 +00001423ARMNN_AUTO_TEST_CASE(DequantizeSimpleUint8ToFp16, DequantizeSimpleUint8ToFp16Test)
1424ARMNN_AUTO_TEST_CASE(DequantizeSimpleInt16ToFp16, DequantizeSimpleInt16ToFp16Test)
Narumol Prangnawarate0a4ad82019-02-04 19:05:27 +00001425
Nattapat Chaimanowonga0beb3b2019-04-01 17:04:53 +01001426// Quantize
1427ARMNN_AUTO_TEST_CASE(QuantizeSimpleUint8, QuantizeSimpleUint8Test)
1428ARMNN_AUTO_TEST_CASE(QuantizeClampUint8, QuantizeClampUint8Test)
1429ARMNN_AUTO_TEST_CASE(QuantizeClampInt16, QuantizeClampInt16Test)
1430
Matteo Martincighab9e5252019-06-13 17:27:46 +01001431// PReLU
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001432ARMNN_AUTO_TEST_CASE(PreluFloat32, PreluTest<DataType::Float32>)
Matthew Jackson9bff1442019-09-12 09:08:23 +01001433ARMNN_AUTO_TEST_CASE(PreluFloat16, PreluTest<DataType::Float16>)
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001434ARMNN_AUTO_TEST_CASE(PreluUint8, PreluTest<DataType::QuantisedAsymm8>)
1435ARMNN_AUTO_TEST_CASE(PreluInt16, PreluTest<DataType::QuantisedSymm16>)
Matteo Martincighab9e5252019-06-13 17:27:46 +01001436
Aron Virginas-Tar92b9f872019-09-17 17:27:04 +01001437// Slice
1438ARMNN_AUTO_TEST_CASE(Slice4dFloat32, Slice4dFloat32Test)
1439ARMNN_AUTO_TEST_CASE(Slice3dFloat32, Slice3dFloat32Test)
1440ARMNN_AUTO_TEST_CASE(Slice2dFloat32, Slice2dFloat32Test)
1441ARMNN_AUTO_TEST_CASE(Slice1dFloat32, Slice1dFloat32Test)
1442
1443ARMNN_AUTO_TEST_CASE(Slice4dUint8, Slice4dUint8Test)
1444ARMNN_AUTO_TEST_CASE(Slice3dUint8, Slice3dUint8Test)
1445ARMNN_AUTO_TEST_CASE(Slice2dUint8, Slice2dUint8Test)
1446ARMNN_AUTO_TEST_CASE(Slice1dUint8, Slice1dUint8Test)
1447
1448ARMNN_AUTO_TEST_CASE(Slice4dInt16, Slice4dInt16Test)
1449ARMNN_AUTO_TEST_CASE(Slice3dInt16, Slice3dInt16Test)
1450ARMNN_AUTO_TEST_CASE(Slice2dInt16, Slice2dInt16Test)
1451ARMNN_AUTO_TEST_CASE(Slice1dInt16, Slice1dInt16Test)
1452
Aron Virginas-Tar735a4502019-06-26 15:02:47 +01001453// TransposeConvolution2d
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001454ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dFloatNchw,
1455 SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1456 true,
1457 DataLayout::NCHW)
1458ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dFloatNhwc,
1459 SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1460 true,
1461 DataLayout::NHWC)
1462ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dUint8Nchw,
1463 SimpleTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
1464 true,
1465 DataLayout::NCHW)
1466ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dUint8Nhwc,
1467 SimpleTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
1468 true,
1469 DataLayout::NHWC)
1470ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dInt16Nchw,
1471 SimpleTransposeConvolution2dTest<DataType::QuantisedSymm16, DataType::Signed32>,
1472 true,
1473 DataLayout::NCHW)
1474ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dInt16Nhwc,
1475 SimpleTransposeConvolution2dTest<DataType::QuantisedSymm16, DataType::Signed32>,
1476 true,
1477 DataLayout::NCHW)
Aron Virginas-Tar735a4502019-06-26 15:02:47 +01001478
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001479ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dFloatNchw,
1480 SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1481 false,
1482 DataLayout::NCHW)
1483ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dFloatNhwc,
1484 SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1485 true,
1486 DataLayout::NHWC)
1487ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dUint8Nchw,
1488 SimpleTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
1489 true,
1490 DataLayout::NCHW)
1491ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dUint8Nhwc,
1492 SimpleTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
1493 true,
1494 DataLayout::NHWC)
1495ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dInt16Nchw,
1496 SimpleTransposeConvolution2dTest<DataType::QuantisedSymm16, DataType::Signed32>,
1497 true,
1498 DataLayout::NCHW)
1499ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dInt16Nhwc,
1500 SimpleTransposeConvolution2dTest<DataType::QuantisedSymm16, DataType::Signed32>,
1501 true,
1502 DataLayout::NCHW)
Aron Virginas-Tar735a4502019-06-26 15:02:47 +01001503
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001504ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dFloatNchw,
1505 PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1506 true,
1507 DataLayout::NCHW)
1508ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dFloatNhwc,
1509 PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1510 true,
1511 DataLayout::NHWC)
1512ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dUint8Nchw,
1513 PaddedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
1514 true,
1515 DataLayout::NCHW)
1516ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dUint8Nhwc,
1517 PaddedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
1518 true,
1519 DataLayout::NHWC)
1520ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dInt16Nchw,
1521 PaddedTransposeConvolution2dTest<DataType::QuantisedSymm16, DataType::Signed32>,
1522 true,
1523 DataLayout::NCHW)
1524ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dInt16Nhwc,
1525 PaddedTransposeConvolution2dTest<DataType::QuantisedSymm16, DataType::Signed32>,
1526 true,
1527 DataLayout::NCHW)
Aron Virginas-Tar735a4502019-06-26 15:02:47 +01001528
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001529ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dFloatNchw,
1530 PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1531 false,
1532 DataLayout::NCHW)
1533ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dFloatNhwc,
1534 PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1535 true,
1536 DataLayout::NHWC)
1537ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dUint8Nchw,
1538 PaddedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
1539 true,
1540 DataLayout::NCHW)
1541ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dUint8Nhwc,
1542 PaddedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
1543 true,
1544 DataLayout::NHWC)
1545ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dInt16Nchw,
1546 PaddedTransposeConvolution2dTest<DataType::QuantisedSymm16, DataType::Signed32>,
1547 true,
1548 DataLayout::NCHW)
1549ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dInt16Nhwc,
1550 PaddedTransposeConvolution2dTest<DataType::QuantisedSymm16, DataType::Signed32>,
1551 true,
1552 DataLayout::NCHW)
Aron Virginas-Tar735a4502019-06-26 15:02:47 +01001553
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001554ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dFloatNchw,
1555 StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1556 true,
1557 DataLayout::NCHW)
1558ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dFloatNhwc,
1559 StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1560 true,
1561 DataLayout::NHWC)
1562ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dUint8Nchw,
1563 StridedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
1564 true,
1565 DataLayout::NCHW)
1566ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dUint8Nhwc,
1567 StridedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
1568 true,
1569 DataLayout::NHWC)
1570ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dInt16Nchw,
1571 StridedTransposeConvolution2dTest<DataType::QuantisedSymm16, DataType::Signed32>,
1572 true,
1573 DataLayout::NCHW)
1574ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dInt16Nhwc,
1575 StridedTransposeConvolution2dTest<DataType::QuantisedSymm16, DataType::Signed32>,
1576 true,
1577 DataLayout::NCHW)
Aron Virginas-Tar735a4502019-06-26 15:02:47 +01001578
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001579ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dFloatNchw,
1580 StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1581 false,
1582 DataLayout::NCHW)
1583ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dFloatNhwc,
1584 StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1585 true,
1586 DataLayout::NHWC)
1587ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dUint8Nchw,
1588 StridedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
1589 true,
1590 DataLayout::NCHW)
1591ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dUint8Nhwc,
1592 StridedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
1593 true,
1594 DataLayout::NHWC)
1595ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dInt16Nchw,
1596 StridedTransposeConvolution2dTest<DataType::QuantisedSymm16, DataType::Signed32>,
1597 true,
1598 DataLayout::NCHW)
1599ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dInt16Nhwc,
1600 StridedTransposeConvolution2dTest<DataType::QuantisedSymm16, DataType::Signed32>,
1601 true,
1602 DataLayout::NCHW)
1603
1604ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dFloatNchw,
1605 MultiChannelTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1606 DataLayout::NCHW)
1607ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dFloatNhwc,
1608 MultiChannelTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1609 DataLayout::NHWC)
1610ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dUint8Nchw,
1611 MultiChannelTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
1612 DataLayout::NCHW)
1613ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dUint8Nhwc,
1614 MultiChannelTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
1615 DataLayout::NHWC)
1616ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dInt16Nchw,
1617 MultiChannelTransposeConvolution2dTest<DataType::QuantisedSymm16, DataType::Signed32>,
1618 DataLayout::NCHW)
1619ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dInt16Nhwc,
1620 MultiChannelTransposeConvolution2dTest<DataType::QuantisedSymm16, DataType::Signed32>,
1621 DataLayout::NCHW)
Aron Virginas-Tar735a4502019-06-26 15:02:47 +01001622
Aron Virginas-Tar94d3b932019-11-11 12:54:47 +00001623ARMNN_AUTO_TEST_CASE(TransposeConvolution2dPerAxisQuantTestNchw,
1624 TransposeConvolution2dPerAxisQuantTest,
1625 DataLayout::NCHW);
1626ARMNN_AUTO_TEST_CASE(TransposeConvolution2dPerAxisQuantTestNhwc,
1627 TransposeConvolution2dPerAxisQuantTest,
1628 DataLayout::NHWC);
1629
Matthew Jackson81e601c2019-07-11 12:07:09 +01001630// Stack
Matthew Jacksone69c3992019-09-09 14:31:21 +01001631ARMNN_AUTO_TEST_CASE(Stack0Axis, StackAxis0Float32Test)
1632ARMNN_AUTO_TEST_CASE(StackOutput4DAxis1, StackOutput4DAxis1Float32Test)
1633ARMNN_AUTO_TEST_CASE(StackOutput4DAxis2, StackOutput4DAxis2Float32Test)
1634ARMNN_AUTO_TEST_CASE(StackOutput4DAxis3, StackOutput4DAxis3Float32Test)
1635ARMNN_AUTO_TEST_CASE(StackOutput3DInputs3, StackOutput3DInputs3Float32Test)
1636ARMNN_AUTO_TEST_CASE(StackOutput5D, StackOutput5DFloat32Test)
1637ARMNN_AUTO_TEST_CASE(StackFloat16, StackFloat16Test)
Matthew Jackson81e601c2019-07-11 12:07:09 +01001638
telsoa014fcda012018-03-09 14:13:49 +00001639BOOST_AUTO_TEST_SUITE_END()