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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-Tarc9cc8042018-11-01 16:15:57 +00008#include <test/TensorHelpers.hpp>
9#include <test/UnitTests.hpp>
telsoa014fcda012018-03-09 14:13:49 +000010
Aron Virginas-Tarc9cc8042018-11-01 16:15:57 +000011#include <reference/RefWorkloadFactory.hpp>
Aron Virginas-Tar93820382019-06-27 16:59:36 +010012
Narumol Prangnawarat47cfee92019-07-04 10:29:00 +010013#include <backendsCommon/test/DebugTestImpl.hpp>
Narumol Prangnawarate0a4ad82019-02-04 19:05:27 +000014#include <backendsCommon/test/DetectionPostProcessLayerTestImpl.hpp>
Aron Virginas-Tarc9cc8042018-11-01 16:15:57 +000015#include <backendsCommon/test/LayerTests.hpp>
Narumol Prangnawarat86bb4e12019-07-08 11:36:05 +010016#include <backendsCommon/test/PermuteTestImpl.hpp>
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +010017#include <backendsCommon/test/TransposeConvolution2dTestImpl.hpp>
telsoa014fcda012018-03-09 14:13:49 +000018
arovir0143095f32018-10-09 18:04:24 +010019#include <boost/test/unit_test.hpp>
telsoa014fcda012018-03-09 14:13:49 +000020
21BOOST_AUTO_TEST_SUITE(Compute_Reference)
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +010022
23using namespace armnn;
24
25using FactoryType = RefWorkloadFactory;
telsoa014fcda012018-03-09 14:13:49 +000026
27// ============================================================================
28// UNIT tests
29
30// Convolution
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +010031ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x5, SimpleConvolution2d3x5Test, true, DataLayout::NCHW)
32ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x5Uint8, SimpleConvolution2d3x5Uint8Test, true, DataLayout::NCHW)
33ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x5Nhwc, SimpleConvolution2d3x5Test, true, DataLayout::NHWC)
34ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x5Uint8Nhwc, SimpleConvolution2d3x5Uint8Test, true, DataLayout::NHWC)
35ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x5QSymm16, SimpleConvolution2d3x5QSymm16Test, true, DataLayout::NCHW)
36ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x5QSymm16Nhwc, SimpleConvolution2d3x5QSymm16Test, true, DataLayout::NHWC)
telsoa014fcda012018-03-09 14:13:49 +000037
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +010038ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2d, SimpleConvolution2d3x5Test, false, DataLayout::NCHW)
39ARMNN_AUTO_TEST_CASE(UnbiasedConvolutionUint8, SimpleConvolution2d3x5Uint8Test, false, DataLayout::NCHW)
40ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2dNhwc, SimpleConvolution2d3x5Test, false, DataLayout::NHWC)
41ARMNN_AUTO_TEST_CASE(UnbiasedConvolutionUint8Nhwc, SimpleConvolution2d3x5Uint8Test, false, DataLayout::NHWC)
telsoa014fcda012018-03-09 14:13:49 +000042
43ARMNN_AUTO_TEST_CASE(SimpleConvolution1d, Convolution1dTest, true)
44ARMNN_AUTO_TEST_CASE(SimpleConvolution1dUint8, Convolution1dUint8Test, true)
45
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +010046ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x3, SimpleConvolution2d3x3Test, true, DataLayout::NCHW)
47ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x3Uint8, SimpleConvolution2d3x3Uint8Test, true, DataLayout::NCHW)
48ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x3QSymm16, SimpleConvolution2d3x3QSymm16Test, true, DataLayout::NCHW)
telsoa014fcda012018-03-09 14:13:49 +000049
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +010050ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x3Nhwc, SimpleConvolution2d3x3Test, true, DataLayout::NHWC)
51ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x3Uint8Nhwc, SimpleConvolution2d3x3Uint8Test, true, DataLayout::NHWC)
Mike Kelly2f80f6e2019-05-16 12:41:34 +010052ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x3QSymm16Nhwc, SimpleConvolution2d3x3QSymm16Test, true,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +010053 DataLayout::NCHW)
narpra015f703182018-10-26 16:24:58 +010054
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +010055ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2dSquare, SimpleConvolution2d3x3Test, false, DataLayout::NCHW)
56ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2dSquareNhwc, SimpleConvolution2d3x3Test, false, DataLayout::NHWC)
telsoa014fcda012018-03-09 14:13:49 +000057
Mike Kelly7332ed82018-12-20 17:03:06 +000058ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2dSquareStride2x2Nhwc,
59 SimpleConvolution2d3x3Stride2x2Test,
60 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +010061 DataLayout::NHWC)
Mike Kelly7332ed82018-12-20 17:03:06 +000062
telsoa014fcda012018-03-09 14:13:49 +000063ARMNN_AUTO_TEST_CASE(SimpleConvolution2dAsymmetricPaddingLargerThanHalfKernelSize,
narpra015f703182018-10-26 16:24:58 +010064 Convolution2dAsymmetricPaddingLargerThanHalfKernelSizeTest,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +010065 DataLayout::NCHW)
66ARMNN_AUTO_TEST_CASE(SimpleConvolution2dAsymmetricPadding, Convolution2dAsymmetricPaddingTest, DataLayout::NCHW)
narpra015f703182018-10-26 16:24:58 +010067
68ARMNN_AUTO_TEST_CASE(SimpleConvolution2dAsymmetricPaddingLargerThanHalfKernelSizeNhwc,
69 Convolution2dAsymmetricPaddingLargerThanHalfKernelSizeTest,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +010070 DataLayout::NHWC)
narpra015f703182018-10-26 16:24:58 +010071ARMNN_AUTO_TEST_CASE(SimpleConvolution2dAsymmetricPaddingNhwc,
72 Convolution2dAsymmetricPaddingTest,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +010073 DataLayout::NHWC)
telsoa014fcda012018-03-09 14:13:49 +000074
Nikhil Raje4dfd6e2018-10-18 10:11:04 +010075ARMNN_AUTO_TEST_CASE(SimpleConvolution2dSquareNhwc, SimpleConvolution2d3x3NhwcTest, false)
76
Teresa Charlinedeeb162019-06-14 11:09:19 +010077ARMNN_AUTO_TEST_CASE(Convolution2d3x3Dilation3x3,
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::NCHW)
Teresa Charlinedeeb162019-06-14 11:09:19 +010081ARMNN_AUTO_TEST_CASE(Convolution2d3x3Dilation3x3Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +010082 Convolution2d3x3Dilation3x3Test<DataType::Float32, DataType::Float32>,
Teresa Charlinedeeb162019-06-14 11:09:19 +010083 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +010084 DataLayout::NHWC)
Teresa Charlinedeeb162019-06-14 11:09:19 +010085ARMNN_AUTO_TEST_CASE(Convolution2d3x3Dilation3x3Uint8,
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::NCHW)
Teresa Charlinedeeb162019-06-14 11:09:19 +010089ARMNN_AUTO_TEST_CASE(Convolution2d3x3Dilation3x3NhwcUint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +010090 Convolution2d3x3Dilation3x3Test<DataType::QuantisedAsymm8, DataType::Signed32>,
Teresa Charlinedeeb162019-06-14 11:09:19 +010091 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +010092 DataLayout::NHWC)
Teresa Charlinedeeb162019-06-14 11:09:19 +010093ARMNN_AUTO_TEST_CASE(Convolution2d3x3Dilation3x3Int16,
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::NCHW)
Teresa Charlinedeeb162019-06-14 11:09:19 +010097ARMNN_AUTO_TEST_CASE(Convolution2d3x3Dilation3x3NhwcInt16,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +010098 Convolution2d3x3Dilation3x3Test<DataType::QuantisedSymm16, DataType::Signed32>,
Teresa Charlinedeeb162019-06-14 11:09:19 +010099 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100100 DataLayout::NHWC)
Teresa Charlinedeeb162019-06-14 11:09:19 +0100101
102ARMNN_AUTO_TEST_CASE(Convolution2d2x3x3Dilation3x3,
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::NCHW)
Teresa Charlinedeeb162019-06-14 11:09:19 +0100106ARMNN_AUTO_TEST_CASE(Convolution2d2x3x3Dilation3x3Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100107 Convolution2d2x3x3Dilation3x3Test<DataType::Float32, DataType::Float32>,
Teresa Charlinedeeb162019-06-14 11:09:19 +0100108 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100109 DataLayout::NHWC)
Teresa Charlinedeeb162019-06-14 11:09:19 +0100110ARMNN_AUTO_TEST_CASE(Convolution2d2x3x3Dilation3x3Uint8,
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::NCHW)
Teresa Charlinedeeb162019-06-14 11:09:19 +0100114ARMNN_AUTO_TEST_CASE(Convolution2d2x3x3Dilation3x3NhwcUint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100115 Convolution2d2x3x3Dilation3x3Test<DataType::QuantisedAsymm8, DataType::Signed32>,
Teresa Charlinedeeb162019-06-14 11:09:19 +0100116 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100117 DataLayout::NHWC)
Teresa Charlinedeeb162019-06-14 11:09:19 +0100118ARMNN_AUTO_TEST_CASE(Convolution2d2x3x3Dilation3x3Int16,
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::NCHW)
Teresa Charlinedeeb162019-06-14 11:09:19 +0100122ARMNN_AUTO_TEST_CASE(Convolution2d2x3x3Dilation3x3NhwcInt16,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100123 Convolution2d2x3x3Dilation3x3Test<DataType::QuantisedSymm16, DataType::Signed32>,
Teresa Charlinedeeb162019-06-14 11:09:19 +0100124 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100125 DataLayout::NHWC)
Teresa Charlinedeeb162019-06-14 11:09:19 +0100126
Jan Eilers0bf6b232019-07-12 10:46:33 +0100127ARMNN_AUTO_TEST_CASE(Convolution2d2x2Dilation2x2Padding2x2Stride3x3,
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::NCHW)
Jan Eilers0bf6b232019-07-12 10:46:33 +0100131ARMNN_AUTO_TEST_CASE(Convolution2d2x2Dilation2x2Padding2x2Stride3x3Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100132 Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test<DataType::Float32, DataType::Float32>,
Teresa Charlin2b7519d2019-07-09 15:45:35 +0100133 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100134 DataLayout::NHWC)
Jan Eilers0bf6b232019-07-12 10:46:33 +0100135ARMNN_AUTO_TEST_CASE(Convolution2d2x2Dilation2x2Padding2x2Stride3x3Uint8,
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::NCHW)
Jan Eilers0bf6b232019-07-12 10:46:33 +0100139ARMNN_AUTO_TEST_CASE(Convolution2d2x2Dilation2x2Padding2x2Stride3x3NhwcUint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100140 Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test<DataType::QuantisedAsymm8, DataType::Signed32>,
Teresa Charlin2b7519d2019-07-09 15:45:35 +0100141 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100142 DataLayout::NHWC)
Jan Eilers0bf6b232019-07-12 10:46:33 +0100143ARMNN_AUTO_TEST_CASE(Convolution2d2x2Dilation2x2Padding2x2Stride3x3Int16,
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::NCHW)
Jan Eilers0bf6b232019-07-12 10:46:33 +0100147ARMNN_AUTO_TEST_CASE(Convolution2d2x2Dilation2x2Padding2x2Stride3x3NhwcInt16,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100148 Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test<DataType::QuantisedSymm16, DataType::Signed32>,
Teresa Charlin2b7519d2019-07-09 15:45:35 +0100149 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100150 DataLayout::NHWC)
Teresa Charlin2b7519d2019-07-09 15:45:35 +0100151
152
telsoa014fcda012018-03-09 14:13:49 +0000153// Depthwise Convolution
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100154ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d, DepthwiseConvolution2dTest, true, DataLayout::NCHW)
155ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dUint8, DepthwiseConvolution2dUint8Test, true, DataLayout::NCHW)
telsoa014fcda012018-03-09 14:13:49 +0000156
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100157ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2d, DepthwiseConvolution2dTest, false, DataLayout::NCHW)
jimfly01d84216a2018-10-26 12:56:21 +0100158ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dUint8,
159 DepthwiseConvolution2dUint8Test,
160 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100161 DataLayout::NCHW)
162ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dQSymm16, DepthwiseConvolution2dInt16Test, true, DataLayout::NCHW)
jimfly01d84216a2018-10-26 12:56:21 +0100163
164// NHWC Depthwise Convolution
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100165ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dNhwc, DepthwiseConvolution2dTest, true, DataLayout::NHWC)
166ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dUint8Nhwc, DepthwiseConvolution2dUint8Test, true, DataLayout::NHWC)
jimfly01d84216a2018-10-26 12:56:21 +0100167
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100168ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dNhwc, DepthwiseConvolution2dTest, false, DataLayout::NHWC)
jimfly01d84216a2018-10-26 12:56:21 +0100169ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dUint8Nhwc,
170 DepthwiseConvolution2dUint8Test,
171 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100172 DataLayout::NHWC)
Teresa Charlin20b1f882019-06-19 09:34:37 +0100173ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthNhwc, DepthwiseConvolution2dDepthNhwcTest, false)
Matthew Bentham49cb7d02019-05-10 16:55:23 +0100174ARMNN_AUTO_TEST_CASE(SimpleDepthwiseConvolution2d3x3Dilation3x3Nhwc,
175 SimpleDepthwiseConvolution2d3x3Dilation3x3NhwcTest)
telsoa014fcda012018-03-09 14:13:49 +0000176
Teresa Charlin20b1f882019-06-19 09:34:37 +0100177ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d3x3Dilation3x3,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100178 DepthwiseConvolution2d3x3Dilation3x3Test<DataType::Float32, DataType::Float32>,
Teresa Charlin20b1f882019-06-19 09:34:37 +0100179 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100180 DataLayout::NCHW)
Teresa Charlin20b1f882019-06-19 09:34:37 +0100181ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d3x3Dilation3x3Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100182 DepthwiseConvolution2d3x3Dilation3x3Test<DataType::Float32, DataType::Float32>,
Teresa Charlin20b1f882019-06-19 09:34:37 +0100183 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100184 DataLayout::NHWC)
Teresa Charlin20b1f882019-06-19 09:34:37 +0100185ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d3x3Dilation3x3Uint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100186 DepthwiseConvolution2d3x3Dilation3x3Test<DataType::QuantisedAsymm8, DataType::Signed32>,
Teresa Charlin20b1f882019-06-19 09:34:37 +0100187 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100188 DataLayout::NCHW)
Teresa Charlin20b1f882019-06-19 09:34:37 +0100189ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d3x3Dilation3x3NhwcUint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100190 DepthwiseConvolution2d3x3Dilation3x3Test<DataType::QuantisedAsymm8, DataType::Signed32>,
Teresa Charlin20b1f882019-06-19 09:34:37 +0100191 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100192 DataLayout::NHWC)
Teresa Charlin20b1f882019-06-19 09:34:37 +0100193ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d3x3Dilation3x3Int16,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100194 DepthwiseConvolution2d3x3Dilation3x3Test<DataType::QuantisedSymm16, DataType::Signed32>,
Teresa Charlin20b1f882019-06-19 09:34:37 +0100195 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100196 DataLayout::NCHW)
Teresa Charlin20b1f882019-06-19 09:34:37 +0100197ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d3x3Dilation3x3NhwcInt16,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100198 DepthwiseConvolution2d3x3Dilation3x3Test<DataType::QuantisedSymm16, DataType::Signed32>,
Teresa Charlin20b1f882019-06-19 09:34:37 +0100199 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100200 DataLayout::NHWC)
Teresa Charlin20b1f882019-06-19 09:34:37 +0100201
202ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d2x3x3Dilation3x3,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100203 DepthwiseConvolution2d2x3x3Dilation3x3Test<DataType::Float32, DataType::Float32>,
Teresa Charlin20b1f882019-06-19 09:34:37 +0100204 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100205 DataLayout::NCHW)
Teresa Charlin20b1f882019-06-19 09:34:37 +0100206ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d2x3x3Dilation3x3Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100207 DepthwiseConvolution2d2x3x3Dilation3x3Test<DataType::Float32, DataType::Float32>,
Teresa Charlin20b1f882019-06-19 09:34:37 +0100208 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100209 DataLayout::NHWC)
Teresa Charlin20b1f882019-06-19 09:34:37 +0100210ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d2x3x3Dilation3x3Uint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100211 DepthwiseConvolution2d2x3x3Dilation3x3Test<DataType::QuantisedAsymm8, DataType::Signed32>,
Teresa Charlin20b1f882019-06-19 09:34:37 +0100212 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100213 DataLayout::NCHW)
Teresa Charlin20b1f882019-06-19 09:34:37 +0100214ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d2x3x3Dilation3x3NhwcUint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100215 DepthwiseConvolution2d2x3x3Dilation3x3Test<DataType::QuantisedAsymm8, DataType::Signed32>,
Teresa Charlin20b1f882019-06-19 09:34:37 +0100216 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100217 DataLayout::NHWC)
Teresa Charlin20b1f882019-06-19 09:34:37 +0100218ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d2x3x3Dilation3x3Int16,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100219 DepthwiseConvolution2d2x3x3Dilation3x3Test<DataType::QuantisedSymm16, DataType::Signed32>,
Teresa Charlin20b1f882019-06-19 09:34:37 +0100220 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100221 DataLayout::NCHW)
Teresa Charlin20b1f882019-06-19 09:34:37 +0100222ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d2x3x3Dilation3x3NhwcInt16,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100223 DepthwiseConvolution2d2x3x3Dilation3x3Test<DataType::QuantisedSymm16, DataType::Signed32>,
Teresa Charlin20b1f882019-06-19 09:34:37 +0100224 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100225 DataLayout::NHWC)
Kevin May665a964a2019-08-21 16:53:50 +0100226ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dMult4,
227 DepthwiseConvolution2dMult4Test<armnn::DataType::Float32, armnn::DataType::Float32>,
228 false,
229 armnn::DataLayout::NCHW)
230ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dMult2,
231 DepthwiseConvolution2dMult2Test<armnn::DataType::Float32, armnn::DataType::Float32>,
232 false,
233 armnn::DataLayout::NCHW)
telsoa014fcda012018-03-09 14:13:49 +0000234
jimfly01b9c89632018-10-26 16:50:13 +0100235ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100236 DepthwiseConvolution2dDepthMul1Test, true, DataLayout::NCHW)
jimfly01b9c89632018-10-26 16:50:13 +0100237ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1Uint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100238 DepthwiseConvolution2dDepthMul1Uint8Test, true, DataLayout::NCHW)
Ruomei Yan88d44b82019-05-23 14:29:06 +0100239ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1Int16,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100240 DepthwiseConvolution2dDepthMul1Int16Test, true, DataLayout::NCHW)
jimfly01b9c89632018-10-26 16:50:13 +0100241
242ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100243 DepthwiseConvolution2dDepthMul1Test, false, DataLayout::NCHW)
jimfly01b9c89632018-10-26 16:50:13 +0100244ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1Uint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100245 DepthwiseConvolution2dDepthMul1Uint8Test, false, DataLayout::NCHW)
jimfly01b9c89632018-10-26 16:50:13 +0100246
247ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100248 DepthwiseConvolution2dDepthMul1Test, true, DataLayout::NHWC)
jimfly01b9c89632018-10-26 16:50:13 +0100249ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1Uint8Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100250 DepthwiseConvolution2dDepthMul1Uint8Test, true, DataLayout::NHWC)
jimfly01b9c89632018-10-26 16:50:13 +0100251
252ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100253 DepthwiseConvolution2dDepthMul1Test, false, DataLayout::NHWC)
jimfly01b9c89632018-10-26 16:50:13 +0100254ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1Uint8Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100255 DepthwiseConvolution2dDepthMul1Uint8Test, false, DataLayout::NHWC)
telsoa014fcda012018-03-09 14:13:49 +0000256
jimfly01382a91d2018-10-26 15:55:50 +0100257ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dAsymmetric,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100258 DepthwiseConvolution2dAsymmetricTest, true, DataLayout::NCHW)
jimfly01382a91d2018-10-26 15:55:50 +0100259ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dAsymmetric,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100260 DepthwiseConvolution2dAsymmetricTest, false, DataLayout::NCHW)
jimfly01382a91d2018-10-26 15:55:50 +0100261ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dAsymmetricNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100262 DepthwiseConvolution2dAsymmetricTest, true, DataLayout::NHWC)
jimfly01382a91d2018-10-26 15:55:50 +0100263ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dAsymmetricNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100264 DepthwiseConvolution2dAsymmetricTest, false, DataLayout::NHWC)
surmeh013537c2c2018-05-18 16:31:43 +0100265
Matthew Jacksond6a9dee2019-07-22 13:53:24 +0100266ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul64, DepthwiseConvolution2dDepthMul64Test);
267
telsoa014fcda012018-03-09 14:13:49 +0000268// Pooling
Teresa Charlin0434df62019-06-06 13:40:35 +0100269//MaxPooling
telsoa014fcda012018-03-09 14:13:49 +0000270ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dSize2x2Stride2x2, SimpleMaxPooling2dSize2x2Stride2x2Test, false)
271ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dSize2x2Stride2x2Uint8, SimpleMaxPooling2dSize2x2Stride2x2Uint8Test, false)
Teresa Charlin0434df62019-06-06 13:40:35 +0100272ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dSize2x2Stride2x2Int16, SimpleMaxPooling2dSize2x2Stride2x2Int16Test, false)
telsoa014fcda012018-03-09 14:13:49 +0000273
274ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dSize3x3Stride2x4, SimpleMaxPooling2dSize3x3Stride2x4Test, false)
275ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dSize3x3Stride2x4Uint8, SimpleMaxPooling2dSize3x3Stride2x4Uint8Test, false)
Teresa Charlin0434df62019-06-06 13:40:35 +0100276ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dSize3x3Stride2x4Int16, SimpleMaxPooling2dSize3x3Stride2x4Int16Test, false)
telsoa014fcda012018-03-09 14:13:49 +0000277
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100278ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2d, SimpleMaxPooling2dTest, DataLayout::NCHW)
279ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dNhwc, SimpleMaxPooling2dTest, DataLayout::NHWC)
280ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dUint8, SimpleMaxPooling2dUint8Test, DataLayout::NCHW)
281ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dInt16, SimpleMaxPooling2dInt16Test, DataLayout::NCHW)
282ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dUint8Nhwc, SimpleMaxPooling2dUint8Test, DataLayout::NHWC)
283ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dInt16Nhwc, SimpleMaxPooling2dInt16Test, DataLayout::NHWC)
James Conroy45a9b772018-10-31 11:47:53 +0000284
Teresa Charlin0434df62019-06-06 13:40:35 +0100285ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleMaxPooling2d, IgnorePaddingSimpleMaxPooling2dTest)
286ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleMaxPooling2dUint8, IgnorePaddingSimpleMaxPooling2dUint8Test)
287ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleMaxPooling2dInt16, IgnorePaddingSimpleMaxPooling2dInt16Test)
288ARMNN_AUTO_TEST_CASE(IgnorePaddingMaxPooling2dSize3, IgnorePaddingMaxPooling2dSize3Test)
289ARMNN_AUTO_TEST_CASE(IgnorePaddingMaxPooling2dSize3Uint8, IgnorePaddingMaxPooling2dSize3Uint8Test)
290ARMNN_AUTO_TEST_CASE(IgnorePaddingMaxPooling2dSize3Int16, IgnorePaddingMaxPooling2dSize3Int16Test)
291
292//AveragePooling
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100293ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2d, SimpleAveragePooling2dTest, DataLayout::NCHW)
294ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2dNhwc, SimpleAveragePooling2dTest, DataLayout::NHWC)
295ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2dUint8, SimpleAveragePooling2dUint8Test, DataLayout::NCHW)
296ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2dInt16, SimpleAveragePooling2dInt16Test, DataLayout::NCHW)
297ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2dUint8Nhwc, SimpleAveragePooling2dUint8Test, DataLayout::NHWC)
298ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2dInt16Nhwc, SimpleAveragePooling2dInt16Test, DataLayout::NHWC)
Teresa Charlin0434df62019-06-06 13:40:35 +0100299
300ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2d, IgnorePaddingSimpleAveragePooling2dTest)
301ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2dUint8, IgnorePaddingSimpleAveragePooling2dUint8Test)
302ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2dInt16, IgnorePaddingSimpleAveragePooling2dInt16Test)
303ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2dNoPadding, IgnorePaddingSimpleAveragePooling2dNoPaddingTest)
304ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2dNoPaddingUint8,
305 IgnorePaddingSimpleAveragePooling2dNoPaddingUint8Test)
306ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2dNoPaddingInt16,
307 IgnorePaddingSimpleAveragePooling2dNoPaddingInt16Test)
308ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3, IgnorePaddingAveragePooling2dSize3Test)
309ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3Uint8, IgnorePaddingAveragePooling2dSize3Uint8Test)
310ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3Int16, IgnorePaddingAveragePooling2dSize3Int16Test)
James Conroy45a9b772018-10-31 11:47:53 +0000311
surmeh01bceff2f2018-03-29 16:29:27 +0100312ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3x2Stride2x2,
313 IgnorePaddingAveragePooling2dSize3x2Stride2x2Test, false)
314ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3x2Stride2x2NoPadding,
315 IgnorePaddingAveragePooling2dSize3x2Stride2x2Test, true)
telsoa014fcda012018-03-09 14:13:49 +0000316
317ARMNN_AUTO_TEST_CASE(LargeTensorsAveragePooling2d, LargeTensorsAveragePooling2dTest)
318ARMNN_AUTO_TEST_CASE(LargeTensorsAveragePooling2dUint8, LargeTensorsAveragePooling2dUint8Test)
Teresa Charlin0434df62019-06-06 13:40:35 +0100319ARMNN_AUTO_TEST_CASE(LargeTensorsAveragePooling2dInt16, LargeTensorsAveragePooling2dInt16Test)
320
321//L2Pooling
322ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleL2Pooling2d, IgnorePaddingSimpleL2Pooling2dTest)
323ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleL2Pooling2dUint8, IgnorePaddingSimpleL2Pooling2dUint8Test)
324ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleL2Pooling2dInt16, IgnorePaddingSimpleL2Pooling2dInt16Test)
325
326ARMNN_AUTO_TEST_CASE(IgnorePaddingL2Pooling2dSize3, IgnorePaddingL2Pooling2dSize3Test)
327ARMNN_AUTO_TEST_CASE(IgnorePaddingL2Pooling2dSize3Uint8, IgnorePaddingL2Pooling2dSize3Uint8Test)
328ARMNN_AUTO_TEST_CASE(IgnorePaddingL2Pooling2dSize3Int16, IgnorePaddingL2Pooling2dSize3Int16Test)
telsoa014fcda012018-03-09 14:13:49 +0000329
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100330ARMNN_AUTO_TEST_CASE(SimpleL2Pooling2d, SimpleL2Pooling2dTest, DataLayout::NCHW)
331ARMNN_AUTO_TEST_CASE(SimpleL2Pooling2dNhwc, SimpleL2Pooling2dTest, DataLayout::NHWC)
332ARMNN_AUTO_TEST_CASE(SimpleL2Pooling2dUint8, SimpleL2Pooling2dUint8Test, DataLayout::NCHW)
333ARMNN_AUTO_TEST_CASE(SimpleL2Pooling2dInt16, SimpleL2Pooling2dInt16Test, DataLayout::NCHW)
334ARMNN_AUTO_TEST_CASE(SimpleL2Pooling2dNhwcUint8, SimpleL2Pooling2dUint8Test, DataLayout::NHWC)
335ARMNN_AUTO_TEST_CASE(SimpleL2Pooling2dNhwcInt16, SimpleL2Pooling2dInt16Test, DataLayout::NHWC)
telsoa014fcda012018-03-09 14:13:49 +0000336
337ARMNN_AUTO_TEST_CASE(L2Pooling2dSize7, L2Pooling2dSize7Test)
338ARMNN_AUTO_TEST_CASE(L2Pooling2dSize7Uint8, L2Pooling2dSize7Uint8Test)
Teresa Charlin0434df62019-06-06 13:40:35 +0100339ARMNN_AUTO_TEST_CASE(L2Pooling2dSize7Int16, L2Pooling2dSize7Int16Test)
telsoa014fcda012018-03-09 14:13:49 +0000340
Teresa Charlin0434df62019-06-06 13:40:35 +0100341//NonSquarePooling
telsoa014fcda012018-03-09 14:13:49 +0000342ARMNN_AUTO_TEST_CASE(AsymmNonSquarePooling2d, AsymmetricNonSquarePooling2dTest)
343ARMNN_AUTO_TEST_CASE(AsymmNonSquarePooling2dUint8, AsymmetricNonSquarePooling2dUint8Test)
Teresa Charlin0434df62019-06-06 13:40:35 +0100344ARMNN_AUTO_TEST_CASE(AsymmNonSquarePooling2dInt16, AsymmetricNonSquarePooling2dInt16Test)
345
telsoa014fcda012018-03-09 14:13:49 +0000346
Teresa Charlin18515e22019-04-24 10:17:46 +0100347// Linear Activation
telsoa014fcda012018-03-09 14:13:49 +0000348ARMNN_AUTO_TEST_CASE(ConstantLinearActivation, ConstantLinearActivationTest)
349ARMNN_AUTO_TEST_CASE(ConstantLinearActivationUint8, ConstantLinearActivationUint8Test)
Teresa Charlin18515e22019-04-24 10:17:46 +0100350ARMNN_AUTO_TEST_CASE(ConstantLinearActivationInt16, ConstantLinearActivationInt16Test)
telsoa014fcda012018-03-09 14:13:49 +0000351
Matteo Martincigh8e6f92d2018-10-18 08:45:39 +0100352// Normalization
telsoa014fcda012018-03-09 14:13:49 +0000353ARMNN_AUTO_TEST_CASE(SimpleNormalizationAcross, SimpleNormalizationAcrossTest)
354ARMNN_AUTO_TEST_CASE(SimpleNormalizationWithin, SimpleNormalizationWithinTest)
Matteo Martincigh8e6f92d2018-10-18 08:45:39 +0100355ARMNN_AUTO_TEST_CASE(SimpleNormalizationAcrossNhwc, SimpleNormalizationAcrossNhwcTest)
telsoa014fcda012018-03-09 14:13:49 +0000356
Narumol Prangnawarat65d30962019-03-14 11:55:03 +0000357// Softmax
telsoa014fcda012018-03-09 14:13:49 +0000358ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta1, SimpleSoftmaxTest, 1.0f)
359ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta2, SimpleSoftmaxTest, 2.0f)
360ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta1Uint8, SimpleSoftmaxUint8Test, 1.0f)
361ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta2Uint8, SimpleSoftmaxUint8Test, 2.0f)
362
Narumol Prangnawarat65d30962019-03-14 11:55:03 +0000363ARMNN_AUTO_TEST_CASE(Simple3dSoftmax, Simple3dSoftmaxTest, 1.0f)
364ARMNN_AUTO_TEST_CASE(Simple3dSoftmaxUint8, Simple3dSoftmaxUint8Test, 1.0f)
365
366ARMNN_AUTO_TEST_CASE(Simple4dSoftmax, Simple4dSoftmaxTest, 1.0f)
367ARMNN_AUTO_TEST_CASE(Simple4dSoftmaxUint8, Simple4dSoftmaxUint8Test, 1.0f)
368
nikraj01248683f2019-05-29 16:46:50 +0100369ARMNN_AUTO_TEST_CASE(SimpleSoftmaxUint16, SimpleSoftmaxUint16Test, 1.0f)
370ARMNN_AUTO_TEST_CASE(Simple3dSoftmaxUint16, Simple3dSoftmaxUint16Test, 1.0f)
371ARMNN_AUTO_TEST_CASE(Simple4dSoftmaxUint16, Simple4dSoftmaxUint16Test, 1.0f)
372
Francis Murtagh07f21212019-07-23 09:50:50 +0100373ARMNN_AUTO_TEST_CASE(Simple2dAxis0Softmax, SimpleAxisSoftmaxTest, 1.0f, 0)
374ARMNN_AUTO_TEST_CASE(Simple2dAxis1Softmax, SimpleAxisSoftmaxTest, 1.0f, 1)
375
376ARMNN_AUTO_TEST_CASE(Simple2dAxis0NegSoftmax, SimpleAxisSoftmaxTest, 1.0f, -2)
377ARMNN_AUTO_TEST_CASE(Simple2dAxis1NegSoftmax, SimpleAxisSoftmaxTest, 1.0f, -1)
378
379ARMNN_AUTO_TEST_CASE(Simple3dAxis0Softmax, Simple3dAxisSoftmaxTest, 1.0f, 0)
380ARMNN_AUTO_TEST_CASE(Simple3dAxis1Softmax, Simple3dAxisSoftmaxTest, 1.0f, 1)
381ARMNN_AUTO_TEST_CASE(Simple3dAxis2Softmax, Simple3dAxisSoftmaxTest, 1.0f, 2)
382
383ARMNN_AUTO_TEST_CASE(Simple3dAxis0NegSoftmax, Simple3dAxisSoftmaxTest, 1.0f, -3)
384ARMNN_AUTO_TEST_CASE(Simple3dAxis1NegSoftmax, Simple3dAxisSoftmaxTest, 1.0f, -2)
385ARMNN_AUTO_TEST_CASE(Simple3dAxis2NegSoftmax, Simple3dAxisSoftmaxTest, 1.0f, -1)
386
387ARMNN_AUTO_TEST_CASE(Simple4dAxis0Softmax, Simple4dAxisSoftmaxTest, 1.0f, 0)
388ARMNN_AUTO_TEST_CASE(Simple4dAxis1Softmax, Simple4dAxisSoftmaxTest, 1.0f, 1)
389ARMNN_AUTO_TEST_CASE(Simple4dAxis2Softmax, Simple4dAxisSoftmaxTest, 1.0f, 2)
390ARMNN_AUTO_TEST_CASE(Simple4dAxis3Softmax, Simple4dAxisSoftmaxTest, 1.0f, 3)
391
392ARMNN_AUTO_TEST_CASE(Simple4dAxis0NegSoftmax, Simple4dAxisSoftmaxTest, 1.0f, -4)
393ARMNN_AUTO_TEST_CASE(Simple4dAxis1NegSoftmax, Simple4dAxisSoftmaxTest, 1.0f, -3)
394ARMNN_AUTO_TEST_CASE(Simple4dAxis2NegSoftmax, Simple4dAxisSoftmaxTest, 1.0f, -2)
395ARMNN_AUTO_TEST_CASE(Simple4dAxis3NegSoftmax, Simple4dAxisSoftmaxTest, 1.0f, -1)
396
Teresa Charlin18515e22019-04-24 10:17:46 +0100397// Sigmoid Activation
telsoa014fcda012018-03-09 14:13:49 +0000398ARMNN_AUTO_TEST_CASE(SimpleSigmoid, SimpleSigmoidTest)
399ARMNN_AUTO_TEST_CASE(SimpleSigmoidUint8, SimpleSigmoidUint8Test)
Teresa Charlin18515e22019-04-24 10:17:46 +0100400ARMNN_AUTO_TEST_CASE(SimpleSigmoidInt16, SimpleSigmoidInt16Test)
telsoa014fcda012018-03-09 14:13:49 +0000401
Teresa Charlin18515e22019-04-24 10:17:46 +0100402// BoundedReLU Activation
telsoa014fcda012018-03-09 14:13:49 +0000403ARMNN_AUTO_TEST_CASE(ReLu1, BoundedReLuUpperAndLowerBoundTest)
404ARMNN_AUTO_TEST_CASE(ReLu6, BoundedReLuUpperBoundOnlyTest)
405ARMNN_AUTO_TEST_CASE(ReLu1Uint8, BoundedReLuUint8UpperAndLowerBoundTest)
406ARMNN_AUTO_TEST_CASE(ReLu6Uint8, BoundedReLuUint8UpperBoundOnlyTest)
Teresa Charlin18515e22019-04-24 10:17:46 +0100407ARMNN_AUTO_TEST_CASE(BoundedReLuInt16, BoundedReLuInt16Test)
408
409// ReLU Activation
konsof017f6db402019-06-07 15:15:58 +0100410ARMNN_AUTO_TEST_CASE(ReLu, ReLuTest)
411ARMNN_AUTO_TEST_CASE(ReLuUint8, ReLuUint8Test)
Teresa Charlin18515e22019-04-24 10:17:46 +0100412ARMNN_AUTO_TEST_CASE(ReLuInt16, ReLuInt16Test)
413
414// SoftReLU Activation
konsof017f6db402019-06-07 15:15:58 +0100415ARMNN_AUTO_TEST_CASE(SoftReLu, SoftReLuTest)
416ARMNN_AUTO_TEST_CASE(SoftReLuUint8, SoftReLuUint8Test)
Teresa Charlin18515e22019-04-24 10:17:46 +0100417ARMNN_AUTO_TEST_CASE(SoftReLuInt16, SoftReLuInt16Test)
418
konsof017f6db402019-06-07 15:15:58 +0100419
Teresa Charlin18515e22019-04-24 10:17:46 +0100420// LeakyReLU Activation
konsof017f6db402019-06-07 15:15:58 +0100421ARMNN_AUTO_TEST_CASE(LeakyReLu, LeakyReLuTest)
422ARMNN_AUTO_TEST_CASE(LeakyReLuUint8, LeakyReLuUint8Test)
Teresa Charlin18515e22019-04-24 10:17:46 +0100423ARMNN_AUTO_TEST_CASE(LeakyReLuInt16, LeakyReLuInt16Test)
424
425// Abs Activation
konsof017f6db402019-06-07 15:15:58 +0100426ARMNN_AUTO_TEST_CASE(Abs, AbsTest)
427ARMNN_AUTO_TEST_CASE(AbsUint8, AbsUint8Test)
Teresa Charlin18515e22019-04-24 10:17:46 +0100428ARMNN_AUTO_TEST_CASE(AbsInt16, AbsInt16Test)
429
430// Sqrt Activation
konsof017f6db402019-06-07 15:15:58 +0100431ARMNN_AUTO_TEST_CASE(Sqrt, SqrtTest)
432ARMNN_AUTO_TEST_CASE(SqrtUint8, SqrtUint8Test)
Teresa Charlin18515e22019-04-24 10:17:46 +0100433ARMNN_AUTO_TEST_CASE(SqrtInt16, SqrtInt16Test)
434
435// Square Activation
konsof017f6db402019-06-07 15:15:58 +0100436ARMNN_AUTO_TEST_CASE(Square, SquareTest)
437ARMNN_AUTO_TEST_CASE(SquareUint8, SquareUint8Test)
Teresa Charlin18515e22019-04-24 10:17:46 +0100438ARMNN_AUTO_TEST_CASE(SquareInt16, SquareInt16Test)
439
440// Tanh Activation
konsof017f6db402019-06-07 15:15:58 +0100441ARMNN_AUTO_TEST_CASE(Tanh, TanhTest)
442ARMNN_AUTO_TEST_CASE(TanhUint8, TanhUint8Test)
Teresa Charlin18515e22019-04-24 10:17:46 +0100443ARMNN_AUTO_TEST_CASE(TanhInt16, TanhInt16Test)
444
telsoa014fcda012018-03-09 14:13:49 +0000445
Francis Murtagh46c09d02019-05-28 08:15:28 +0100446// Fully Connected
telsoa014fcda012018-03-09 14:13:49 +0000447ARMNN_AUTO_TEST_CASE(SimpleFullyConnected, FullyConnectedFloat32Test, false, false)
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100448ARMNN_AUTO_TEST_CASE(FullyConnectedUint8, FullyConnectedTest<DataType::QuantisedAsymm8>, false)
449ARMNN_AUTO_TEST_CASE(FullyConnectedQSymm16, FullyConnectedTest<DataType::QuantisedSymm16>, false)
telsoa014fcda012018-03-09 14:13:49 +0000450ARMNN_AUTO_TEST_CASE(SimpleFullyConnectedWithBias, FullyConnectedFloat32Test, true, false)
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100451ARMNN_AUTO_TEST_CASE(FullyConnectedBiasedUint8, FullyConnectedTest<DataType::QuantisedAsymm8>, true)
452ARMNN_AUTO_TEST_CASE(FullyConnectedBiasedQSymm16, FullyConnectedTest<DataType::QuantisedSymm16>, true)
telsoa014fcda012018-03-09 14:13:49 +0000453ARMNN_AUTO_TEST_CASE(SimpleFullyConnectedWithTranspose, FullyConnectedFloat32Test, false, true)
454
455ARMNN_AUTO_TEST_CASE(FullyConnectedLarge, FullyConnectedLargeTest, false)
456ARMNN_AUTO_TEST_CASE(FullyConnectedLargeTransposed, FullyConnectedLargeTest, true)
457
458// Splitter
telsoa01c577f2c2018-08-31 09:22:23 +0100459ARMNN_AUTO_TEST_CASE(SimpleSplitter, SplitterTest)
460ARMNN_AUTO_TEST_CASE(SimpleSplitterUint8, SplitterUint8Test)
Ruomei Yan25339c32019-05-28 16:48:20 +0100461ARMNN_AUTO_TEST_CASE(SimpleSplitterInt16, SplitterInt16Test)
telsoa014fcda012018-03-09 14:13:49 +0000462
463ARMNN_AUTO_TEST_CASE(CopyViaSplitter, CopyViaSplitterTest)
464ARMNN_AUTO_TEST_CASE(CopyViaSplitterUint8, CopyViaSplitterUint8Test)
Ruomei Yan25339c32019-05-28 16:48:20 +0100465ARMNN_AUTO_TEST_CASE(CopyViaSplitterInt16, CopyViaSplitterInt16Test)
telsoa014fcda012018-03-09 14:13:49 +0000466
Jim Flynn4ed6c832019-05-20 11:02:46 +0100467// Concat
468ARMNN_AUTO_TEST_CASE(SimpleConcat, ConcatTest)
469ARMNN_AUTO_TEST_CASE(ConcatUint8, ConcatUint8Test)
470ARMNN_AUTO_TEST_CASE(ConcatUint8DifferentQParams, ConcatUint8DifferentQParamsTest)
471ARMNN_AUTO_TEST_CASE(ConcatUint16, ConcatUint16Test)
Narumol Prangnawarat71c80b12019-06-17 17:45:43 +0100472ARMNN_AUTO_TEST_CASE(ConcatUint8DifferentInputOutputQParam,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100473 ConcatDifferentInputOutputQParamTest<DataType::QuantisedAsymm8>, true)
Narumol Prangnawarat71c80b12019-06-17 17:45:43 +0100474ARMNN_AUTO_TEST_CASE(ConcatInt16DifferentInputOutputQParam,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100475 ConcatDifferentInputOutputQParamTest<DataType::QuantisedSymm16>, true)
telsoa014fcda012018-03-09 14:13:49 +0000476
477// Add
478ARMNN_AUTO_TEST_CASE(SimpleAdd, AdditionTest)
Matthew Jacksondba634f2019-08-15 15:14:18 +0100479ARMNN_AUTO_TEST_CASE(Add5d, Addition5dTest)
telsoa014fcda012018-03-09 14:13:49 +0000480ARMNN_AUTO_TEST_CASE(AddBroadcast1Element, AdditionBroadcast1ElementTest)
481ARMNN_AUTO_TEST_CASE(AddBroadcast, AdditionBroadcastTest)
482
483ARMNN_AUTO_TEST_CASE(AdditionUint8, AdditionUint8Test)
484ARMNN_AUTO_TEST_CASE(AddBroadcastUint8, AdditionBroadcastUint8Test)
485ARMNN_AUTO_TEST_CASE(AddBroadcast1ElementUint8, AdditionBroadcast1ElementUint8Test)
486
Sadik Armagan2999a022019-04-09 14:20:12 +0100487ARMNN_AUTO_TEST_CASE(AdditionInt16, AdditionInt16Test)
488ARMNN_AUTO_TEST_CASE(AddBroadcastInt16, AdditionBroadcastInt16Test)
489ARMNN_AUTO_TEST_CASE(AddBroadcast1ElementInt16, AdditionBroadcast1ElementInt16Test)
490
David Beckf195f032018-09-06 16:46:34 +0100491// Sub
492ARMNN_AUTO_TEST_CASE(SimpleSub, SubtractionTest)
493ARMNN_AUTO_TEST_CASE(SubBroadcast1Element, SubtractionBroadcast1ElementTest)
494ARMNN_AUTO_TEST_CASE(SubBroadcast, SubtractionBroadcastTest)
495
David Beck4a8692c2018-09-07 16:19:24 +0100496ARMNN_AUTO_TEST_CASE(SubtractionUint8, SubtractionUint8Test)
David Beckf195f032018-09-06 16:46:34 +0100497ARMNN_AUTO_TEST_CASE(SubBroadcastUint8, SubtractionBroadcastUint8Test)
498ARMNN_AUTO_TEST_CASE(SubBroadcast1ElementUint8, SubtractionBroadcast1ElementUint8Test)
499
Sadik Armagan2999a022019-04-09 14:20:12 +0100500ARMNN_AUTO_TEST_CASE(SubtractionInt16, SubtractionInt16Test)
501ARMNN_AUTO_TEST_CASE(SubBroadcastInt16, SubtractionBroadcastInt16Test)
502ARMNN_AUTO_TEST_CASE(SubBroadcast1ElementInt16, SubtractionBroadcast1ElementInt16Test)
503
Francis Murtaghe7a86a42018-08-29 12:42:10 +0100504// Div
505ARMNN_AUTO_TEST_CASE(SimpleDivision, DivisionTest)
Francis Murtagh8c5e3dc2018-08-30 17:18:37 +0100506ARMNN_AUTO_TEST_CASE(DivisionByZero, DivisionByZeroTest)
Francis Murtaghe7a86a42018-08-29 12:42:10 +0100507ARMNN_AUTO_TEST_CASE(DivisionBroadcast1Element, DivisionBroadcast1ElementTest)
508ARMNN_AUTO_TEST_CASE(DivisionBroadcast1DVector, DivisionBroadcast1DVectorTest)
David Beck5cd01f32018-09-12 16:00:08 +0100509// NOTE: division by zero for quantized div needs more attention
510// see IVGCVSW-1849
511ARMNN_AUTO_TEST_CASE(DivisionUint8, DivisionUint8Test)
512ARMNN_AUTO_TEST_CASE(DivisionUint8Broadcast1Element, DivisionBroadcast1ElementUint8Test)
513ARMNN_AUTO_TEST_CASE(DivisionUint8Broadcast1DVector, DivisionBroadcast1DVectorUint8Test)
Francis Murtaghe7a86a42018-08-29 12:42:10 +0100514
Sadik Armagan2999a022019-04-09 14:20:12 +0100515ARMNN_AUTO_TEST_CASE(DivisionInt16, DivisionInt16Test)
516ARMNN_AUTO_TEST_CASE(DivisionInt16Broadcast1Element, DivisionBroadcast1ElementInt16Test)
517ARMNN_AUTO_TEST_CASE(DivisionInt16Broadcast1DVector, DivisionBroadcast1DVectorInt16Test)
518
FrancisMurtagh30cdfca2018-12-18 12:57:35 +0000519// Equal
520ARMNN_AUTO_TEST_CASE(SimpleEqual, EqualSimpleTest)
521ARMNN_AUTO_TEST_CASE(EqualBroadcast1Element, EqualBroadcast1ElementTest)
522ARMNN_AUTO_TEST_CASE(EqualBroadcast1DVector, EqualBroadcast1DVectorTest)
523ARMNN_AUTO_TEST_CASE(EqualUint8, EqualUint8Test)
524ARMNN_AUTO_TEST_CASE(EqualBroadcast1ElementUint8, EqualBroadcast1ElementUint8Test)
525ARMNN_AUTO_TEST_CASE(EqualBroadcast1DVectorUint8, EqualBroadcast1DVectorUint8Test)
526
FrancisMurtagh878f0232018-12-19 10:56:15 +0000527// Greater
528ARMNN_AUTO_TEST_CASE(SimpleGreater, GreaterSimpleTest)
529ARMNN_AUTO_TEST_CASE(GreaterBroadcast1Element, GreaterBroadcast1ElementTest)
530ARMNN_AUTO_TEST_CASE(GreaterBroadcast1DVector, GreaterBroadcast1DVectorTest)
531ARMNN_AUTO_TEST_CASE(GreaterUint8, GreaterUint8Test)
532ARMNN_AUTO_TEST_CASE(GreaterBroadcast1ElementUint8, GreaterBroadcast1ElementUint8Test)
533ARMNN_AUTO_TEST_CASE(GreaterBroadcast1DVectorUint8, GreaterBroadcast1DVectorUint8Test)
534
Éanna Ó Catháin20e58802018-12-04 10:29:06 +0000535// Max
Éanna Ó Catháinde705582018-12-03 13:04:22 +0000536ARMNN_AUTO_TEST_CASE(SimpleMaximum, MaximumSimpleTest)
537ARMNN_AUTO_TEST_CASE(MaximumBroadcast1Element, MaximumBroadcast1ElementTest)
538ARMNN_AUTO_TEST_CASE(MaximumBroadcast1DVector, MaximumBroadcast1DVectorTest)
539ARMNN_AUTO_TEST_CASE(MaximumUint8, MaximumUint8Test)
540ARMNN_AUTO_TEST_CASE(MaximumBroadcast1ElementUint8, MaximumBroadcast1ElementUint8Test)
541ARMNN_AUTO_TEST_CASE(MaximumBroadcast1DVectorUint8, MaximumBroadcast1DVectorUint8Test)
Sadik Armagan2999a022019-04-09 14:20:12 +0100542ARMNN_AUTO_TEST_CASE(MaximumInt16, MaximumInt16Test)
543ARMNN_AUTO_TEST_CASE(MaximumBroadcast1ElementInt16, MaximumBroadcast1ElementInt16Test)
544ARMNN_AUTO_TEST_CASE(MaximumBroadcast1DVectorInt16, MaximumBroadcast1DVectorInt16Test)
Éanna Ó Catháinde705582018-12-03 13:04:22 +0000545
Éanna Ó Catháin20e58802018-12-04 10:29:06 +0000546// Min
547ARMNN_AUTO_TEST_CASE(SimpleMinimum1, MinimumBroadcast1ElementTest1)
548ARMNN_AUTO_TEST_CASE(SimpleMinimum2, MinimumBroadcast1ElementTest2)
549ARMNN_AUTO_TEST_CASE(Minimum1DVectorUint8, MinimumBroadcast1DVectorUint8Test)
Sadik Armagan2999a022019-04-09 14:20:12 +0100550ARMNN_AUTO_TEST_CASE(MinimumInt16, MinimumInt16Test)
551ARMNN_AUTO_TEST_CASE(MinimumBroadcast1ElementInt16, MinimumBroadcast1ElementInt16Test)
552ARMNN_AUTO_TEST_CASE(MinimumBroadcast1DVectorInt16, MinimumBroadcast1DVectorInt16Test)
Éanna Ó Catháin20e58802018-12-04 10:29:06 +0000553
telsoa014fcda012018-03-09 14:13:49 +0000554// Mul
555ARMNN_AUTO_TEST_CASE(SimpleMultiplication, MultiplicationTest)
surmeh01bceff2f2018-03-29 16:29:27 +0100556ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1Element, MultiplicationBroadcast1ElementTest)
557ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1DVector, MultiplicationBroadcast1DVectorTest)
telsoa014fcda012018-03-09 14:13:49 +0000558ARMNN_AUTO_TEST_CASE(MultiplicationUint8, MultiplicationUint8Test)
surmeh01bceff2f2018-03-29 16:29:27 +0100559ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1ElementUint8, MultiplicationBroadcast1ElementUint8Test)
560ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1DVectorUint8, MultiplicationBroadcast1DVectorUint8Test)
Sadik Armagan2999a022019-04-09 14:20:12 +0100561ARMNN_AUTO_TEST_CASE(MultiplicationInt16, MultiplicationInt16Test)
562ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1ElementInt16, MultiplicationBroadcast1ElementInt16Test)
563ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1DVectorInt16, MultiplicationBroadcast1DVectorInt16Test)
Matthew Jacksondba634f2019-08-15 15:14:18 +0100564ARMNN_AUTO_TEST_CASE(Multiplication5d, Multiplication5dTest)
telsoa014fcda012018-03-09 14:13:49 +0000565
566// Batch Norm
567ARMNN_AUTO_TEST_CASE(BatchNorm, BatchNormTest)
Matteo Martincigh8eb675e2018-10-17 14:43:29 +0100568ARMNN_AUTO_TEST_CASE(BatchNormNhwc, BatchNormNhwcTest)
telsoa014fcda012018-03-09 14:13:49 +0000569ARMNN_AUTO_TEST_CASE(BatchNormUint8, BatchNormUint8Test)
Matteo Martincigh8eb675e2018-10-17 14:43:29 +0100570ARMNN_AUTO_TEST_CASE(BatchNormUint8Nhwc, BatchNormUint8NhwcTest)
Matteo Martincighf5507132019-06-04 10:59:47 +0100571ARMNN_AUTO_TEST_CASE(BatchNormInt16, BatchNormInt16Test)
572ARMNN_AUTO_TEST_CASE(BatchNormInt16Nhwc, BatchNormInt16NhwcTest)
telsoa014fcda012018-03-09 14:13:49 +0000573
James Conroy59540822018-10-11 12:39:05 +0100574// Resize Bilinear - NCHW
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100575ARMNN_AUTO_TEST_CASE(SimpleResizeBilinear,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100576 SimpleResizeBilinearTest<DataType::Float32>,
577 DataLayout::NCHW)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100578ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearUint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100579 SimpleResizeBilinearTest<DataType::QuantisedAsymm8>,
580 DataLayout::NCHW)
Ellen Norris-Thompson3cb85f32019-06-17 11:32:49 +0100581ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearUint16,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100582 SimpleResizeBilinearTest<DataType::QuantisedSymm16>,
583 DataLayout::NCHW)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100584ARMNN_AUTO_TEST_CASE(ResizeBilinearNop,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100585 ResizeBilinearNopTest<DataType::Float32>,
586 DataLayout::NCHW)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100587ARMNN_AUTO_TEST_CASE(ResizeBilinearNopUint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100588 ResizeBilinearNopTest<DataType::QuantisedAsymm8>,
589 DataLayout::NCHW)
Ellen Norris-Thompson3cb85f32019-06-17 11:32:49 +0100590ARMNN_AUTO_TEST_CASE(esizeBilinearNopUint16,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100591 SimpleResizeBilinearTest<DataType::QuantisedSymm16>,
592 DataLayout::NCHW)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100593ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMin,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100594 ResizeBilinearSqMinTest<DataType::Float32>,
595 DataLayout::NCHW)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100596ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinUint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100597 ResizeBilinearSqMinTest<DataType::QuantisedAsymm8>,
598 DataLayout::NCHW)
Ellen Norris-Thompson3cb85f32019-06-17 11:32:49 +0100599ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinUint16,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100600 SimpleResizeBilinearTest<DataType::QuantisedSymm16>,
601 DataLayout::NCHW)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100602ARMNN_AUTO_TEST_CASE(ResizeBilinearMin,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100603 ResizeBilinearMinTest<DataType::Float32>,
604 DataLayout::NCHW)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100605ARMNN_AUTO_TEST_CASE(ResizeBilinearMinUint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100606 ResizeBilinearMinTest<DataType::QuantisedAsymm8>,
607 DataLayout::NCHW)
Ellen Norris-Thompson3cb85f32019-06-17 11:32:49 +0100608ARMNN_AUTO_TEST_CASE(ResizeBilinearMinUint16,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100609 SimpleResizeBilinearTest<DataType::QuantisedSymm16>,
610 DataLayout::NCHW)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100611ARMNN_AUTO_TEST_CASE(ResizeBilinearMag,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100612 ResizeBilinearMagTest<DataType::Float32>,
613 DataLayout::NCHW)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100614ARMNN_AUTO_TEST_CASE(ResizeBilinearMagUint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100615 ResizeBilinearMagTest<DataType::QuantisedAsymm8>,
616 DataLayout::NCHW)
Ellen Norris-Thompson3cb85f32019-06-17 11:32:49 +0100617ARMNN_AUTO_TEST_CASE(ResizeBilinearMagUint16,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100618 SimpleResizeBilinearTest<DataType::QuantisedSymm16>,
619 DataLayout::NCHW)
telsoa014fcda012018-03-09 14:13:49 +0000620
James Conroy59540822018-10-11 12:39:05 +0100621// Resize Bilinear - NHWC
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100622ARMNN_AUTO_TEST_CASE(ResizeBilinearNopNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100623 ResizeBilinearNopTest<DataType::Float32>,
624 DataLayout::NHWC)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100625ARMNN_AUTO_TEST_CASE(ResizeBilinearNopUint8Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100626 ResizeBilinearNopTest<DataType::QuantisedAsymm8>,
627 DataLayout::NHWC)
Ellen Norris-Thompson3cb85f32019-06-17 11:32:49 +0100628ARMNN_AUTO_TEST_CASE(ResizeBilinearNopUint16Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100629 ResizeBilinearNopTest<DataType::QuantisedSymm16>,
630 DataLayout::NHWC)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100631ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100632 SimpleResizeBilinearTest<DataType::Float32>,
633 DataLayout::NHWC)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100634ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearUint8Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100635 SimpleResizeBilinearTest<DataType::QuantisedAsymm8>,
636 DataLayout::NHWC)
Ellen Norris-Thompson3cb85f32019-06-17 11:32:49 +0100637ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearUint16Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100638 ResizeBilinearNopTest<DataType::QuantisedSymm16>,
639 DataLayout::NHWC)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100640ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100641 ResizeBilinearSqMinTest<DataType::Float32>,
642 DataLayout::NHWC)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100643ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinUint8Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100644 ResizeBilinearSqMinTest<DataType::QuantisedAsymm8>,
645 DataLayout::NHWC)
Ellen Norris-Thompson3cb85f32019-06-17 11:32:49 +0100646ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinUint16Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100647 ResizeBilinearNopTest<DataType::QuantisedSymm16>,
648 DataLayout::NHWC)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100649ARMNN_AUTO_TEST_CASE(ResizeBilinearMinNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100650 ResizeBilinearMinTest<DataType::Float32>,
651 DataLayout::NHWC)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100652ARMNN_AUTO_TEST_CASE(ResizeBilinearMinUint8Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100653 ResizeBilinearMinTest<DataType::QuantisedAsymm8>,
654 DataLayout::NHWC)
Ellen Norris-Thompson3cb85f32019-06-17 11:32:49 +0100655ARMNN_AUTO_TEST_CASE(ResizeBilinearMinUint16Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100656 ResizeBilinearNopTest<DataType::QuantisedSymm16>,
657 DataLayout::NHWC)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100658ARMNN_AUTO_TEST_CASE(ResizeBilinearMagNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100659 ResizeBilinearMagTest<DataType::Float32>,
660 DataLayout::NHWC)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100661ARMNN_AUTO_TEST_CASE(ResizeBilinearMagUint8Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100662 ResizeBilinearMagTest<DataType::QuantisedAsymm8>,
663 DataLayout::NHWC)
Ellen Norris-Thompson3cb85f32019-06-17 11:32:49 +0100664ARMNN_AUTO_TEST_CASE(ResizeBilinearMagUint16Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100665 ResizeBilinearNopTest<DataType::QuantisedSymm16>,
666 DataLayout::NHWC)
James Conroy59540822018-10-11 12:39:05 +0100667
Teresa Charlin970f43b2019-07-01 13:51:07 +0100668// Resize NearestNeighbor - NCHW
669ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighbor,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100670 SimpleResizeNearestNeighborTest<DataType::Float32>,
671 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100672ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborUint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100673 SimpleResizeNearestNeighborTest<DataType::QuantisedAsymm8>,
674 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100675ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborUint16,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100676 SimpleResizeNearestNeighborTest<DataType::QuantisedSymm16>,
677 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100678ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNop,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100679 ResizeNearestNeighborNopTest<DataType::Float32>,
680 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100681ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNopUint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100682 ResizeNearestNeighborNopTest<DataType::QuantisedAsymm8>,
683 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100684ARMNN_AUTO_TEST_CASE(esizeNearestNeighborNopUint16,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100685 SimpleResizeNearestNeighborTest<DataType::QuantisedSymm16>,
686 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100687ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMin,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100688 ResizeNearestNeighborSqMinTest<DataType::Float32>,
689 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100690ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinUint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100691 ResizeNearestNeighborSqMinTest<DataType::QuantisedAsymm8>,
692 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100693ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinUint16,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100694 SimpleResizeNearestNeighborTest<DataType::QuantisedSymm16>,
695 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100696ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMin,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100697 ResizeNearestNeighborMinTest<DataType::Float32>,
698 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100699ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinUint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100700 ResizeNearestNeighborMinTest<DataType::QuantisedAsymm8>,
701 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100702ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinUint16,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100703 SimpleResizeNearestNeighborTest<DataType::QuantisedSymm16>,
704 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100705ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMag,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100706 ResizeNearestNeighborMagTest<DataType::Float32>,
707 DataLayout::NCHW, 0.10f, 50, 0.11f, 20)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100708ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagUint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100709 ResizeNearestNeighborMagTest<DataType::QuantisedAsymm8>,
710 DataLayout::NCHW, 0.10f, 50, 0.11f, 20)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100711ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagUint16,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100712 SimpleResizeNearestNeighborTest<DataType::QuantisedSymm16>,
713 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100714
715// Resize NearestNeighbor - NHWC
716ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNopNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100717 ResizeNearestNeighborNopTest<DataType::Float32>,
718 DataLayout::NHWC)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100719ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNopUint8Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100720 ResizeNearestNeighborNopTest<DataType::QuantisedAsymm8>,
721 DataLayout::NHWC)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100722ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNopUint16Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100723 ResizeNearestNeighborNopTest<DataType::QuantisedSymm16>,
724 DataLayout::NHWC)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100725ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100726 SimpleResizeNearestNeighborTest<DataType::Float32>,
727 DataLayout::NHWC)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100728ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborUint8Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100729 SimpleResizeNearestNeighborTest<DataType::QuantisedAsymm8>,
730 DataLayout::NHWC)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100731ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborUint16Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100732 ResizeNearestNeighborNopTest<DataType::QuantisedSymm16>,
733 DataLayout::NHWC)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100734ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100735 ResizeNearestNeighborSqMinTest<DataType::Float32>,
736 DataLayout::NHWC)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100737ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinUint8Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100738 ResizeNearestNeighborSqMinTest<DataType::QuantisedAsymm8>,
739 DataLayout::NHWC)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100740ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinUint16Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100741 ResizeNearestNeighborNopTest<DataType::QuantisedSymm16>,
742 DataLayout::NHWC)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100743ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100744 ResizeNearestNeighborMinTest<DataType::Float32>,
745 DataLayout::NHWC)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100746ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinUint8Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100747 ResizeNearestNeighborMinTest<DataType::QuantisedAsymm8>,
748 DataLayout::NHWC)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100749ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinUint16Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100750 ResizeNearestNeighborNopTest<DataType::QuantisedSymm16>,
751 DataLayout::NHWC)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100752ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100753 ResizeNearestNeighborMagTest<DataType::Float32>,
754 DataLayout::NHWC, 0.10f, 50, 0.11f, 20)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100755ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagUint8Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100756 ResizeNearestNeighborMagTest<DataType::QuantisedAsymm8>,
757 DataLayout::NHWC, 0.10f, 50, 0.11f, 20)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100758ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagUint16Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100759 ResizeNearestNeighborNopTest<DataType::QuantisedSymm16>,
760 DataLayout::NHWC)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100761
telsoa014fcda012018-03-09 14:13:49 +0000762// Fake Quantization
763ARMNN_AUTO_TEST_CASE(FakeQuantization, FakeQuantizationTest)
764
Matteo Martincigh539b44d2018-10-01 09:26:39 +0100765// L2 Normalization
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100766ARMNN_AUTO_TEST_CASE(L2Normalization1d, L2Normalization1dTest, DataLayout::NCHW)
767ARMNN_AUTO_TEST_CASE(L2Normalization2d, L2Normalization2dTest, DataLayout::NCHW)
768ARMNN_AUTO_TEST_CASE(L2Normalization3d, L2Normalization3dTest, DataLayout::NCHW)
769ARMNN_AUTO_TEST_CASE(L2Normalization4d, L2Normalization4dTest, DataLayout::NCHW)
Ferran Balaguerc6138d82019-06-13 17:23:50 +0100770
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100771ARMNN_AUTO_TEST_CASE(L2Normalization1dInt16, L2Normalization1dInt16Test, DataLayout::NCHW)
772ARMNN_AUTO_TEST_CASE(L2Normalization2dInt16, L2Normalization2dInt16Test, DataLayout::NCHW)
773ARMNN_AUTO_TEST_CASE(L2Normalization3dInt16, L2Normalization3dInt16Test, DataLayout::NCHW)
774ARMNN_AUTO_TEST_CASE(L2Normalization4dInt16, L2Normalization4dInt16Test, DataLayout::NCHW)
jimfly013aab7c32018-11-12 13:32:08 +0000775
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100776ARMNN_AUTO_TEST_CASE(L2Normalization1dUint8, L2Normalization1dUint8Test, DataLayout::NCHW)
777ARMNN_AUTO_TEST_CASE(L2Normalization2dUint8, L2Normalization2dUint8Test, DataLayout::NCHW)
778ARMNN_AUTO_TEST_CASE(L2Normalization3dUint8, L2Normalization3dUint8Test, DataLayout::NCHW)
779ARMNN_AUTO_TEST_CASE(L2Normalization4dUint8, L2Normalization4dUint8Test, DataLayout::NCHW)
Ferran Balaguerc6138d82019-06-13 17:23:50 +0100780
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100781ARMNN_AUTO_TEST_CASE(L2Normalization1dNhwc, L2Normalization1dTest, DataLayout::NHWC)
782ARMNN_AUTO_TEST_CASE(L2Normalization2dNhwc, L2Normalization2dTest, DataLayout::NHWC)
783ARMNN_AUTO_TEST_CASE(L2Normalization3dNhwc, L2Normalization3dTest, DataLayout::NHWC)
784ARMNN_AUTO_TEST_CASE(L2Normalization4dNhwc, L2Normalization4dTest, DataLayout::NHWC)
Ferran Balaguerc6138d82019-06-13 17:23:50 +0100785
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100786ARMNN_AUTO_TEST_CASE(L2Normalization1dInt16Nhwc, L2Normalization1dInt16Test, DataLayout::NHWC)
787ARMNN_AUTO_TEST_CASE(L2Normalization2dInt16Nhwc, L2Normalization2dInt16Test, DataLayout::NHWC)
788ARMNN_AUTO_TEST_CASE(L2Normalization3dInt16Nhwc, L2Normalization3dInt16Test, DataLayout::NHWC)
789ARMNN_AUTO_TEST_CASE(L2Normalization4dInt16Nhwc, L2Normalization4dInt16Test, DataLayout::NHWC)
telsoa014fcda012018-03-09 14:13:49 +0000790
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100791ARMNN_AUTO_TEST_CASE(L2Normalization1dUint8Nhwc, L2Normalization1dUint8Test, DataLayout::NHWC)
792ARMNN_AUTO_TEST_CASE(L2Normalization2dUint8Nhwc, L2Normalization2dUint8Test, DataLayout::NHWC)
793ARMNN_AUTO_TEST_CASE(L2Normalization3dUint8Nhwc, L2Normalization3dUint8Test, DataLayout::NHWC)
794ARMNN_AUTO_TEST_CASE(L2Normalization4dUint8Nhwc, L2Normalization4dUint8Test, DataLayout::NHWC)
Ferran Balaguerc6138d82019-06-13 17:23:50 +0100795
Matthew Jackson82b15ed2019-07-25 16:14:30 +0100796ARMNN_AUTO_TEST_CASE(L2Normalization2dShape, L2Normalization2dShapeTest);
797
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100798ARMNN_AUTO_TEST_CASE(L2NormalizationDefaultEpsilon, L2NormalizationDefaultEpsilonTest, DataLayout::NCHW)
799ARMNN_AUTO_TEST_CASE(L2NormalizationNonDefaultEpsilon, L2NormalizationNonDefaultEpsilonTest, DataLayout::NCHW)
Ferran Balaguere52211e2019-06-17 12:23:52 +0100800
Mohamed Nour Abouelseoud7420e552018-10-12 12:26:24 +0100801// Pad
Mohamed Nour Abouelseouddd6acea2018-10-18 12:26:19 +0100802ARMNN_AUTO_TEST_CASE(PadFloat322d, PadFloat322dTest)
David Monahan34757812019-06-19 11:47:21 +0100803ARMNN_AUTO_TEST_CASE(PadFloat322dCustomPadding, PadFloat322dCustomPaddingTest)
Mohamed Nour Abouelseouddd6acea2018-10-18 12:26:19 +0100804ARMNN_AUTO_TEST_CASE(PadFloat323d, PadFloat323dTest)
805ARMNN_AUTO_TEST_CASE(PadFloat324d, PadFloat324dTest)
806
807ARMNN_AUTO_TEST_CASE(PadUint82d, PadUint82dTest)
David Monahan34757812019-06-19 11:47:21 +0100808ARMNN_AUTO_TEST_CASE(PadUint82dCustomPadding, PadUint82dCustomPaddingTest)
Mohamed Nour Abouelseouddd6acea2018-10-18 12:26:19 +0100809ARMNN_AUTO_TEST_CASE(PadUint83d, PadUint83dTest)
810ARMNN_AUTO_TEST_CASE(PadUint84d, PadUint84dTest)
Mohamed Nour Abouelseoud7420e552018-10-12 12:26:24 +0100811
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100812ARMNN_AUTO_TEST_CASE(Pad2dQSymm16, Pad2dTestCommon<DataType::QuantisedSymm16>, 2.0f, 0, 0.0f)
813ARMNN_AUTO_TEST_CASE(Pad2dQSymm16CustomPadding, Pad2dTestCommon<DataType::QuantisedSymm16>, 2.0f, 0, 1.0f)
814ARMNN_AUTO_TEST_CASE(Pad3dQSymm16, Pad3dTestCommon<DataType::QuantisedSymm16>, 2.0f, 0)
815ARMNN_AUTO_TEST_CASE(Pad4dQSymm16, Pad4dTestCommon<DataType::QuantisedSymm16>, 2.0f, 0)
Narumol Prangnawarate6eaf662019-07-08 08:57:17 +0100816
telsoa014fcda012018-03-09 14:13:49 +0000817// Constant
818ARMNN_AUTO_TEST_CASE(Constant, ConstantTest)
Nina Drozd58ef2c62019-05-16 12:09:18 +0100819ARMNN_AUTO_TEST_CASE(ConstantUint8, ConstantUint8CustomQuantizationScaleAndOffsetTest)
820ARMNN_AUTO_TEST_CASE(ConstantInt16, ConstantInt16CustomQuantizationScaleAndOffsetTest)
telsoa014fcda012018-03-09 14:13:49 +0000821
822// Concat
823ARMNN_AUTO_TEST_CASE(Concatenation1d, Concatenation1dTest)
824ARMNN_AUTO_TEST_CASE(Concatenation1dUint8, Concatenation1dUint8Test)
825
826ARMNN_AUTO_TEST_CASE(Concatenation2dDim0, Concatenation2dDim0Test)
827ARMNN_AUTO_TEST_CASE(Concatenation2dDim0Uint8, Concatenation2dDim0Uint8Test)
828ARMNN_AUTO_TEST_CASE(Concatenation2dDim1, Concatenation2dDim1Test)
829ARMNN_AUTO_TEST_CASE(Concatenation2dDim1Uint8, Concatenation2dDim1Uint8Test)
830
831ARMNN_AUTO_TEST_CASE(Concatenation2dDim0DiffInputDims, Concatenation2dDim0DiffInputDimsTest)
832ARMNN_AUTO_TEST_CASE(Concatenation2dDim0DiffInputDimsUint8, Concatenation2dDim0DiffInputDimsUint8Test)
833ARMNN_AUTO_TEST_CASE(Concatenation2dDim1DiffInputDims, Concatenation2dDim1DiffInputDimsTest)
834ARMNN_AUTO_TEST_CASE(Concatenation2dDim1DiffInputDimsUint8, Concatenation2dDim1DiffInputDimsUint8Test)
835
836ARMNN_AUTO_TEST_CASE(Concatenation3dDim0, Concatenation3dDim0Test)
837ARMNN_AUTO_TEST_CASE(Concatenation3dDim0Uint8, Concatenation3dDim0Uint8Test)
838ARMNN_AUTO_TEST_CASE(Concatenation3dDim1, Concatenation3dDim1Test)
839ARMNN_AUTO_TEST_CASE(Concatenation3dDim1Uint8, Concatenation3dDim1Uint8Test)
narpra015cdda352018-11-19 15:30:27 +0000840ARMNN_AUTO_TEST_CASE(Concatenation3dDim2, Concatenation3dDim2Test, true)
841ARMNN_AUTO_TEST_CASE(Concatenation3dDim2Uint8, Concatenation3dDim2Uint8Test, true)
telsoa014fcda012018-03-09 14:13:49 +0000842
843ARMNN_AUTO_TEST_CASE(Concatenation3dDim0DiffInputDims, Concatenation3dDim0DiffInputDimsTest)
844ARMNN_AUTO_TEST_CASE(Concatenation3dDim0DiffInputDimsUint8, Concatenation3dDim0DiffInputDimsUint8Test)
845ARMNN_AUTO_TEST_CASE(Concatenation3dDim1DiffInputDims, Concatenation3dDim1DiffInputDimsTest)
846ARMNN_AUTO_TEST_CASE(Concatenation3dDim1DiffInputDimsUint8, Concatenation3dDim1DiffInputDimsUint8Test)
narpra015cdda352018-11-19 15:30:27 +0000847ARMNN_AUTO_TEST_CASE(Concatenation3dDim2DiffInputDims, Concatenation3dDim2DiffInputDimsTest, true)
848ARMNN_AUTO_TEST_CASE(Concatenation3dDim2DiffInputDimsUint8, Concatenation3dDim2DiffInputDimsUint8Test, true)
849
850ARMNN_AUTO_TEST_CASE(Concatenation4dDim0, Concatenation4dDim0Test)
851ARMNN_AUTO_TEST_CASE(Concatenation4dDim1, Concatenation4dDim1Test)
852ARMNN_AUTO_TEST_CASE(Concatenation4dDim2, Concatenation4dDim2Test)
853ARMNN_AUTO_TEST_CASE(Concatenation4dDim3, Concatenation4dDim3Test, true)
854ARMNN_AUTO_TEST_CASE(Concatenation4dDim0Uint8, Concatenation4dDim0Uint8Test)
855ARMNN_AUTO_TEST_CASE(Concatenation4dDim1Uint8, Concatenation4dDim1Uint8Test)
856ARMNN_AUTO_TEST_CASE(Concatenation4dDim2Uint8, Concatenation4dDim2Uint8Test)
857ARMNN_AUTO_TEST_CASE(Concatenation4dDim3Uint8, Concatenation4dDim3Uint8Test, true)
858
859ARMNN_AUTO_TEST_CASE(Concatenation4dDiffShapeDim0, Concatenation4dDiffShapeDim0Test)
860ARMNN_AUTO_TEST_CASE(Concatenation4dDiffShapeDim1, Concatenation4dDiffShapeDim1Test)
861ARMNN_AUTO_TEST_CASE(Concatenation4dDiffShapeDim2, Concatenation4dDiffShapeDim2Test)
862ARMNN_AUTO_TEST_CASE(Concatenation4dDiffShapeDim3, Concatenation4dDiffShapeDim3Test, true)
863ARMNN_AUTO_TEST_CASE(Concatenation4dDiffShapeDim0Uint8, Concatenation4dDiffShapeDim0Uint8Test)
864ARMNN_AUTO_TEST_CASE(Concatenation4dDiffShapeDim1Uint8, Concatenation4dDiffShapeDim1Uint8Test)
865ARMNN_AUTO_TEST_CASE(Concatenation4dDiffShapeDim2Uint8, Concatenation4dDiffShapeDim2Uint8Test)
866ARMNN_AUTO_TEST_CASE(Concatenation4dDiffShapeDim3Uint8, Concatenation4dDiffShapeDim3Uint8Test, true)
telsoa014fcda012018-03-09 14:13:49 +0000867
868// Floor
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100869ARMNN_AUTO_TEST_CASE(SimpleFloor, SimpleFloorTest<DataType::Float32>)
870ARMNN_AUTO_TEST_CASE(SimpleFloorQuantisedSymm16, SimpleFloorTest<DataType::QuantisedSymm16>)
telsoa014fcda012018-03-09 14:13:49 +0000871
872// Reshape
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100873ARMNN_AUTO_TEST_CASE(SimpleReshapeFloat32, SimpleReshapeTest<DataType::Float32>)
874ARMNN_AUTO_TEST_CASE(SimpleReshapeQuantisedAsymm8, SimpleReshapeTest<DataType::QuantisedAsymm8>)
875ARMNN_AUTO_TEST_CASE(SimpleReshapeQuantisedSymm16, SimpleReshapeTest<DataType::QuantisedSymm16>)
Matthew Jacksondba634f2019-08-15 15:14:18 +0100876ARMNN_AUTO_TEST_CASE(Reshape5d, Reshape5dTest<DataType::Float32>)
telsoa014fcda012018-03-09 14:13:49 +0000877
Mohamed Nour Abouelseouda1d3c6a2018-12-27 12:39:16 +0000878// Rsqrt
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100879ARMNN_AUTO_TEST_CASE(Rsqrt2d, Rsqrt2dTest<DataType::Float32>)
880ARMNN_AUTO_TEST_CASE(Rsqrt3d, Rsqrt3dTest<DataType::Float32>)
881ARMNN_AUTO_TEST_CASE(RsqrtZero, RsqrtZeroTest<DataType::Float32>)
882ARMNN_AUTO_TEST_CASE(RsqrtNegative, RsqrtNegativeTest<DataType::Float32>)
883ARMNN_AUTO_TEST_CASE(Rsqrt2dQuantisedAsymm8, Rsqrt2dTest<DataType::QuantisedAsymm8>)
884ARMNN_AUTO_TEST_CASE(Rsqrt3dQuantisedAsymm8, Rsqrt3dTest<DataType::QuantisedAsymm8>)
885ARMNN_AUTO_TEST_CASE(Rsqrt2dQuantisedSymm16, Rsqrt2dTest<DataType::QuantisedSymm16>)
886ARMNN_AUTO_TEST_CASE(Rsqrt3dQuantisedSymm16, Rsqrt3dTest<DataType::QuantisedSymm16>)
Mohamed Nour Abouelseouda1d3c6a2018-12-27 12:39:16 +0000887
telsoa014fcda012018-03-09 14:13:49 +0000888// Permute
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100889ARMNN_AUTO_TEST_CASE(SimplePermuteFloat32, SimplePermuteTest<DataType::Float32>)
890ARMNN_AUTO_TEST_CASE(PermuteFloat32ValueSet1Test, PermuteValueSet1Test<DataType::Float32>)
891ARMNN_AUTO_TEST_CASE(PermuteFloat32ValueSet2Test, PermuteValueSet2Test<DataType::Float32>)
892ARMNN_AUTO_TEST_CASE(PermuteFloat32ValueSet3Test, PermuteValueSet3Test<DataType::Float32>)
893ARMNN_AUTO_TEST_CASE(SimplePermuteQASymm8, SimplePermuteTest<DataType::QuantisedAsymm8>)
894ARMNN_AUTO_TEST_CASE(PermuteQASymm8ValueSet1Test, PermuteValueSet1Test<DataType::QuantisedAsymm8>)
895ARMNN_AUTO_TEST_CASE(PermuteQASymm8ValueSet2Test, PermuteValueSet2Test<DataType::QuantisedAsymm8>)
896ARMNN_AUTO_TEST_CASE(PermuteQASymm8ValueSet3Test, PermuteValueSet3Test<DataType::QuantisedAsymm8>)
897ARMNN_AUTO_TEST_CASE(SimplePermuteQSymm16, SimplePermuteTest<DataType::QuantisedSymm16>)
898ARMNN_AUTO_TEST_CASE(PermuteQSymm16ValueSet1Test, PermuteValueSet1Test<DataType::QuantisedSymm16>)
899ARMNN_AUTO_TEST_CASE(PermuteQSymm16ValueSet2Test, PermuteValueSet2Test<DataType::QuantisedSymm16>)
900ARMNN_AUTO_TEST_CASE(PermuteQSymm16ValueSet3Test, PermuteValueSet3Test<DataType::QuantisedSymm16>)
telsoa014fcda012018-03-09 14:13:49 +0000901
Matteo Martincigha65b7ae2018-11-14 12:39:55 +0000902// Lstm
Jan Eilers38e05bd2019-06-26 13:10:09 +0100903BOOST_AUTO_TEST_CASE(LstmUtilsZeroVector) {
904 LstmUtilsZeroVectorTest(); }
905BOOST_AUTO_TEST_CASE(LstmUtilsMeanStddevNormalization) {
906 LstmUtilsMeanStddevNormalizationNoneZeroInputTest();
907 LstmUtilsMeanStddevNormalizationAllZeroInputTest();
908 LstmUtilsMeanStddevNormalizationMixedZeroInputTest(); }
909BOOST_AUTO_TEST_CASE(LstmUtilsVectorBatchVectorCwiseProduct) {
910 LstmUtilsVectorBatchVectorCwiseProductTest(); }
911BOOST_AUTO_TEST_CASE(LstmUtilsVectorBatchVectorAdd) {
912 LstmUtilsVectorBatchVectorAddTest(); }
913
Matteo Martincigha65b7ae2018-11-14 12:39:55 +0000914ARMNN_AUTO_TEST_CASE(LstmLayerFloat32WithCifgWithPeepholeNoProjection,
915 LstmLayerFloat32WithCifgWithPeepholeNoProjectionTest)
916ARMNN_AUTO_TEST_CASE(LstmLayerFloat32NoCifgNoPeepholeNoProjection,
917 LstmLayerFloat32NoCifgNoPeepholeNoProjectionTest)
918ARMNN_AUTO_TEST_CASE(LstmLayerFloat32NoCifgWithPeepholeWithProjection,
919 LstmLayerFloat32NoCifgWithPeepholeWithProjectionTest)
920
Jan Eilers38e05bd2019-06-26 13:10:09 +0100921ARMNN_AUTO_TEST_CASE(LstmLayerFloat32NoCifgWithPeepholeWithProjectionWithLayerNorm,
922 LstmLayerFloat32NoCifgWithPeepholeWithProjectionWithLayerNormTest)
923
Conor Kennedyb9971c92019-05-07 07:14:23 +0100924ARMNN_AUTO_TEST_CASE(LstmLayerInt16NoCifgNoPeepholeNoProjection,
925 LstmLayerInt16NoCifgNoPeepholeNoProjectionTest)
926ARMNN_AUTO_TEST_CASE(LstmLayerInt16WithCifgWithPeepholeNoProjection,
927 LstmLayerInt16WithCifgWithPeepholeNoProjectionTest)
928ARMNN_AUTO_TEST_CASE(LstmLayerInt16NoCifgWithPeepholeWithProjection,
929 LstmLayerInt16NoCifgWithPeepholeWithProjectionTest)
930ARMNN_AUTO_TEST_CASE(LstmLayerInt16NoCifgNoPeepholeNoProjectionInt16Constant,
931 LstmLayerInt16NoCifgNoPeepholeNoProjectionInt16ConstantTest)
932
telsoa01c577f2c2018-08-31 09:22:23 +0100933// Convert from Float16 to Float32
934ARMNN_AUTO_TEST_CASE(SimpleConvertFp16ToFp32, SimpleConvertFp16ToFp32Test)
935// Convert from Float32 to Float16
936ARMNN_AUTO_TEST_CASE(SimpleConvertFp32ToFp16, SimpleConvertFp32ToFp16Test)
937
narpra011e4c31d2018-09-28 11:07:51 +0100938// Mean
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100939ARMNN_AUTO_TEST_CASE(MeanSimpleFloat32, MeanSimpleTest<DataType::Float32>)
940ARMNN_AUTO_TEST_CASE(MeanSimpleAxisFloat32, MeanSimpleAxisTest<DataType::Float32>)
941ARMNN_AUTO_TEST_CASE(MeanKeepDimsFloat32, MeanKeepDimsTest<DataType::Float32>)
942ARMNN_AUTO_TEST_CASE(MeanMultipleDimsFloat32, MeanMultipleDimsTest<DataType::Float32>)
943ARMNN_AUTO_TEST_CASE(MeanVts1Float32, MeanVts1Test<DataType::Float32>)
944ARMNN_AUTO_TEST_CASE(MeanVts2Float32, MeanVts2Test<DataType::Float32>)
945ARMNN_AUTO_TEST_CASE(MeanVts3Float32, MeanVts3Test<DataType::Float32>)
narpra011e4c31d2018-09-28 11:07:51 +0100946
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100947ARMNN_AUTO_TEST_CASE(MeanSimpleQuantisedAsymm8, MeanSimpleTest<DataType::QuantisedAsymm8>)
948ARMNN_AUTO_TEST_CASE(MeanSimpleAxisQuantisedAsymm8, MeanSimpleAxisTest<DataType::QuantisedAsymm8>)
949ARMNN_AUTO_TEST_CASE(MeanKeepDimsQuantisedAsymm8, MeanKeepDimsTest<DataType::QuantisedAsymm8>)
950ARMNN_AUTO_TEST_CASE(MeanMultipleDimsQuantisedAsymm8, MeanMultipleDimsTest<DataType::QuantisedAsymm8>)
951ARMNN_AUTO_TEST_CASE(MeanVts1QuantisedAsymm8, MeanVts1Test<DataType::QuantisedAsymm8>)
952ARMNN_AUTO_TEST_CASE(MeanVts2QuantisedAsymm8, MeanVts2Test<DataType::QuantisedAsymm8>)
953ARMNN_AUTO_TEST_CASE(MeanVts3QuantisedAsymm8, MeanVts3Test<DataType::QuantisedAsymm8>)
narpra011e4c31d2018-09-28 11:07:51 +0100954
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100955ARMNN_AUTO_TEST_CASE(MeanSimpleQuantisedSymm16, MeanSimpleTest<DataType::QuantisedSymm16>)
956ARMNN_AUTO_TEST_CASE(MeanSimpleAxisQuantisedSymm16, MeanSimpleAxisTest<DataType::QuantisedSymm16>)
957ARMNN_AUTO_TEST_CASE(MeanKeepDimsQuantisedSymm16, MeanKeepDimsTest<DataType::QuantisedSymm16>)
958ARMNN_AUTO_TEST_CASE(MeanMultipleDimsQuantisedSymm16, MeanMultipleDimsTest<DataType::QuantisedSymm16>)
959ARMNN_AUTO_TEST_CASE(MeanVts1QuantisedSymm16, MeanVts1Test<DataType::QuantisedSymm16>)
960ARMNN_AUTO_TEST_CASE(MeanVts2QuantisedSymm16, MeanVts2Test<DataType::QuantisedSymm16>)
961ARMNN_AUTO_TEST_CASE(MeanVts3QuantisedSymm16, MeanVts3Test<DataType::QuantisedSymm16>)
James Conroyb80775f2019-06-11 11:25:30 +0100962
Éanna Ó Catháin47c1ddb2018-10-12 14:24:13 +0100963ARMNN_AUTO_TEST_CASE(AdditionAfterMaxPool, AdditionAfterMaxPoolTest)
964
Nattapat Chaimanowong3ea76d52018-11-09 14:10:38 +0000965// Space To Batch Nd
966ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleFloat32, SpaceToBatchNdSimpleFloat32Test)
967ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsFloat32, SpaceToBatchNdMultiChannelsFloat32Test)
968ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockFloat32, SpaceToBatchNdMultiBlockFloat32Test)
969ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingFloat32, SpaceToBatchNdPaddingFloat32Test)
970
971ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleUint8, SpaceToBatchNdSimpleUint8Test)
972ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsUint8, SpaceToBatchNdMultiChannelsUint8Test)
973ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockUint8, SpaceToBatchNdMultiBlockUint8Test)
974ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingUint8, SpaceToBatchNdPaddingUint8Test)
975
976ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleNHWCFloat32, SpaceToBatchNdSimpleNHWCFloat32Test)
977ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsNHWCFloat32, SpaceToBatchNdMultiChannelsNHWCFloat32Test)
978ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockNHWCFloat32, SpaceToBatchNdMultiBlockNHWCFloat32Test)
979ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingNHWCFloat32, SpaceToBatchNdPaddingNHWCFloat32Test)
980
981ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleNHWCUint8, SpaceToBatchNdSimpleNHWCUint8Test)
982ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsNHWCUint8, SpaceToBatchNdMultiChannelsNHWCUint8Test)
983ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockNHWCUint8, SpaceToBatchNdMultiBlockNHWCUint8Test)
984ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingNHWCUint8, SpaceToBatchNdPaddingNHWCUint8Test)
985
nikraj01120522a2019-05-31 11:33:07 +0100986ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleUint16, SpaceToBatchNdSimpleUint16Test)
987ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsUint16, SpaceToBatchNdMultiChannelsUint16Test)
988ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockUint16, SpaceToBatchNdMultiBlockUint16Test)
989ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingUint16, SpaceToBatchNdPaddingUint16Test)
990
991ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleNHWCUint16, SpaceToBatchNdSimpleNHWCUint16Test)
992ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsNHWCUint16, SpaceToBatchNdMultiChannelsNHWCUint16Test)
993ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockNHWCUint16, SpaceToBatchNdMultiBlockNHWCUint16Test)
994ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingNHWCUint16, SpaceToBatchNdPaddingNHWCUint16Test)
995
Francis Murtagh57f13d52019-06-24 14:24:36 +0100996// BatchToSpace
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100997ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat1, BatchToSpaceNdNhwcTest1<DataType::Float32>)
998ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat2, BatchToSpaceNdNhwcTest2<DataType::Float32>)
999ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat3, BatchToSpaceNdNhwcTest3<DataType::Float32>)
1000ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat4, BatchToSpaceNdNhwcTest4<DataType::Float32>)
1001ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat5, BatchToSpaceNdNhwcTest5<DataType::Float32>)
1002ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat6, BatchToSpaceNdNhwcTest6<DataType::Float32>)
1003ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat7, BatchToSpaceNdNhwcTest7<DataType::Float32>)
Éanna Ó Catháin4e1e1362018-11-12 11:36:34 +00001004
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001005ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint1, BatchToSpaceNdNhwcTest1<DataType::QuantisedAsymm8>)
1006ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint2, BatchToSpaceNdNhwcTest2<DataType::QuantisedAsymm8>)
1007ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint3, BatchToSpaceNdNhwcTest3<DataType::QuantisedAsymm8>)
1008ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint4, BatchToSpaceNdNhwcTest4<DataType::QuantisedAsymm8>)
1009ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint5, BatchToSpaceNdNhwcTest5<DataType::QuantisedAsymm8>)
1010ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint6, BatchToSpaceNdNhwcTest6<DataType::QuantisedAsymm8>)
1011ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint7, BatchToSpaceNdNhwcTest7<DataType::QuantisedAsymm8>)
Éanna Ó Catháin4e1e1362018-11-12 11:36:34 +00001012
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001013ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcQsymm16_1, BatchToSpaceNdNhwcTest1<DataType::QuantisedSymm16>)
1014ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcQsymm16_2, BatchToSpaceNdNhwcTest2<DataType::QuantisedSymm16>)
1015ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcQsymm16_3, BatchToSpaceNdNhwcTest3<DataType::QuantisedSymm16>)
1016ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcQsymm16_4, BatchToSpaceNdNhwcTest4<DataType::QuantisedSymm16>)
1017ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcQsymm16_5, BatchToSpaceNdNhwcTest5<DataType::QuantisedSymm16>)
1018ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcQsymm16_6, BatchToSpaceNdNhwcTest6<DataType::QuantisedSymm16>)
1019ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcQsymm16_7, BatchToSpaceNdNhwcTest7<DataType::QuantisedSymm16>)
Francis Murtaghd0dfe172019-06-25 10:57:10 +01001020
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001021ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat1, BatchToSpaceNdNchwTest1<DataType::Float32>)
1022ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat2, BatchToSpaceNdNchwTest2<DataType::Float32>)
1023ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat3, BatchToSpaceNdNchwTest3<DataType::Float32>)
1024ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat4, BatchToSpaceNdNchwTest4<DataType::Float32>)
1025ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat5, BatchToSpaceNdNchwTest5<DataType::Float32>)
1026ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat6, BatchToSpaceNdNchwTest6<DataType::Float32>)
1027ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat7, BatchToSpaceNdNchwTest7<DataType::Float32>)
Mike Kelly831faed2018-11-28 11:52:08 +00001028
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001029ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint1, BatchToSpaceNdNchwTest1<DataType::QuantisedAsymm8>)
1030ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint2, BatchToSpaceNdNchwTest2<DataType::QuantisedAsymm8>)
1031ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint3, BatchToSpaceNdNchwTest3<DataType::QuantisedAsymm8>)
1032ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint4, BatchToSpaceNdNchwTest4<DataType::QuantisedAsymm8>)
1033ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint5, BatchToSpaceNdNchwTest5<DataType::QuantisedAsymm8>)
1034ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint6, BatchToSpaceNdNchwTest6<DataType::QuantisedAsymm8>)
1035ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint7, BatchToSpaceNdNchwTest7<DataType::QuantisedAsymm8>)
Éanna Ó Catháin262553e2018-11-14 11:26:23 +00001036
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001037ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwQsymm16_1, BatchToSpaceNdNchwTest1<DataType::QuantisedSymm16>)
1038ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwQsymm16_2, BatchToSpaceNdNchwTest2<DataType::QuantisedSymm16>)
1039ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwQsymm16_3, BatchToSpaceNdNchwTest3<DataType::QuantisedSymm16>)
1040ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwQsymm16_4, BatchToSpaceNdNchwTest4<DataType::QuantisedSymm16>)
1041ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwQsymm16_5, BatchToSpaceNdNchwTest5<DataType::QuantisedSymm16>)
1042ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwQsymm16_6, BatchToSpaceNdNchwTest6<DataType::QuantisedSymm16>)
1043ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwQsymm16_7, BatchToSpaceNdNchwTest7<DataType::QuantisedSymm16>)
Francis Murtaghd0dfe172019-06-25 10:57:10 +01001044
1045
Francis Murtagh57f13d52019-06-24 14:24:36 +01001046// SpaceToDepth
Keith Davisa57eccb2019-06-14 17:33:22 +01001047ARMNN_AUTO_TEST_CASE(SpaceToDepthNCHWAsymmQ8, SpaceToDepthNCHWAsymmQ8Test)
1048ARMNN_AUTO_TEST_CASE(SpaceToDepthNHWCAsymmQ8, SpaceToDepthNHWCAsymmQ8Test)
1049
James Conroyd2aa85e2019-07-01 17:12:40 +01001050ARMNN_AUTO_TEST_CASE(SpaceToDepthNHWC1Float32, SpaceToDepthNHWCFloat32Test1)
1051ARMNN_AUTO_TEST_CASE(SpaceToDepthNCHW1Float32, SpaceToDepthNCHWFloat32Test1)
1052
1053ARMNN_AUTO_TEST_CASE(SpaceToDepthNHWC2Float32, SpaceToDepthNHWCFloat32Test2)
1054ARMNN_AUTO_TEST_CASE(SpaceToDepthNCHW2Float32, SpaceToDepthNCHWFloat32Test2)
1055
1056ARMNN_AUTO_TEST_CASE(SpaceToDepthNHWCQSymm16, SpaceToDepthNHWCQSymm16Test)
1057ARMNN_AUTO_TEST_CASE(SpaceToDepthNCHWQSymm16, SpaceToDepthNCHWQSymm16Test)
Keith Davisa57eccb2019-06-14 17:33:22 +01001058
Nattapat Chaimanowong1216b582018-11-23 15:33:41 +00001059// Strided Slice
1060ARMNN_AUTO_TEST_CASE(StridedSlice4DFloat32, StridedSlice4DFloat32Test)
1061ARMNN_AUTO_TEST_CASE(StridedSlice4DReverseFloat32, StridedSlice4DReverseFloat32Test)
1062ARMNN_AUTO_TEST_CASE(StridedSliceSimpleStrideFloat32, StridedSliceSimpleStrideFloat32Test)
1063ARMNN_AUTO_TEST_CASE(StridedSliceSimpleRangeMaskFloat32, StridedSliceSimpleRangeMaskFloat32Test)
1064ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskFloat32, StridedSliceShrinkAxisMaskFloat32Test)
1065ARMNN_AUTO_TEST_CASE(StridedSlice3DFloat32, StridedSlice3DFloat32Test)
1066ARMNN_AUTO_TEST_CASE(StridedSlice3DReverseFloat32, StridedSlice3DReverseFloat32Test)
1067ARMNN_AUTO_TEST_CASE(StridedSlice2DFloat32, StridedSlice2DFloat32Test)
1068ARMNN_AUTO_TEST_CASE(StridedSlice2DReverseFloat32, StridedSlice2DReverseFloat32Test)
1069
1070ARMNN_AUTO_TEST_CASE(StridedSlice4DUint8, StridedSlice4DUint8Test)
1071ARMNN_AUTO_TEST_CASE(StridedSlice4DReverseUint8, StridedSlice4DReverseUint8Test)
1072ARMNN_AUTO_TEST_CASE(StridedSliceSimpleStrideUint8, StridedSliceSimpleStrideUint8Test)
1073ARMNN_AUTO_TEST_CASE(StridedSliceSimpleRangeMaskUint8, StridedSliceSimpleRangeMaskUint8Test)
1074ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskUint8, StridedSliceShrinkAxisMaskUint8Test)
1075ARMNN_AUTO_TEST_CASE(StridedSlice3DUint8, StridedSlice3DUint8Test)
1076ARMNN_AUTO_TEST_CASE(StridedSlice3DReverseUint8, StridedSlice3DReverseUint8Test)
1077ARMNN_AUTO_TEST_CASE(StridedSlice2DUint8, StridedSlice2DUint8Test)
1078ARMNN_AUTO_TEST_CASE(StridedSlice2DReverseUint8, StridedSlice2DReverseUint8Test)
1079
Matteo Martincigh42666a12019-05-29 08:53:41 +01001080ARMNN_AUTO_TEST_CASE(StridedSlice4DInt16, StridedSlice4DInt16Test)
1081ARMNN_AUTO_TEST_CASE(StridedSlice4DReverseInt16, StridedSlice4DReverseInt16Test)
1082ARMNN_AUTO_TEST_CASE(StridedSliceSimpleStrideInt16, StridedSliceSimpleStrideInt16Test)
1083ARMNN_AUTO_TEST_CASE(StridedSliceSimpleRangeMaskInt16, StridedSliceSimpleRangeMaskInt16Test)
1084ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskInt16, StridedSliceShrinkAxisMaskInt16Test)
1085ARMNN_AUTO_TEST_CASE(StridedSlice3DInt16, StridedSlice3DInt16Test)
1086ARMNN_AUTO_TEST_CASE(StridedSlice3DReverseInt16, StridedSlice3DReverseInt16Test)
1087ARMNN_AUTO_TEST_CASE(StridedSlice2DInt16, StridedSlice2DInt16Test)
1088ARMNN_AUTO_TEST_CASE(StridedSlice2DReverseInt16, StridedSlice2DReverseInt16Test)
1089
Nattapat Chaimanowongcfdcadf2018-12-06 11:54:33 +00001090// Debug
1091ARMNN_AUTO_TEST_CASE(Debug4DFloat32, Debug4DFloat32Test)
1092ARMNN_AUTO_TEST_CASE(Debug3DFloat32, Debug3DFloat32Test)
1093ARMNN_AUTO_TEST_CASE(Debug2DFloat32, Debug2DFloat32Test)
1094ARMNN_AUTO_TEST_CASE(Debug1DFloat32, Debug1DFloat32Test)
1095
1096ARMNN_AUTO_TEST_CASE(Debug4DUint8, Debug4DUint8Test)
1097ARMNN_AUTO_TEST_CASE(Debug3DUint8, Debug3DUint8Test)
1098ARMNN_AUTO_TEST_CASE(Debug2DUint8, Debug2DUint8Test)
1099ARMNN_AUTO_TEST_CASE(Debug1DUint8, Debug1DUint8Test)
1100
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001101ARMNN_AUTO_TEST_CASE(Debug4DQSymm16, Debug4DTest<DataType::QuantisedSymm16>)
1102ARMNN_AUTO_TEST_CASE(Debug3DQSymm16, Debug3DTest<DataType::QuantisedSymm16>)
1103ARMNN_AUTO_TEST_CASE(Debug2DQSymm16, Debug2DTest<DataType::QuantisedSymm16>)
1104ARMNN_AUTO_TEST_CASE(Debug1DQSymm16, Debug1DTest<DataType::QuantisedSymm16>)
Narumol Prangnawarat47cfee92019-07-04 10:29:00 +01001105
narpra014951d842019-01-18 16:53:53 +00001106// Gather
1107ARMNN_AUTO_TEST_CASE(Gather1DParamsFloat, Gather1DParamsFloatTest)
1108ARMNN_AUTO_TEST_CASE(Gather1DParamsUint8, Gather1DParamsUint8Test)
Ellen Norris-Thompsone0dbedf2019-06-24 09:23:38 +01001109ARMNN_AUTO_TEST_CASE(Gather1DParamsInt16, Gather1DParamsInt16Test)
narpra014951d842019-01-18 16:53:53 +00001110ARMNN_AUTO_TEST_CASE(GatherMultiDimParamsFloat, GatherMultiDimParamsFloatTest)
1111ARMNN_AUTO_TEST_CASE(GatherMultiDimParamsUint8, GatherMultiDimParamsUint8Test)
Ellen Norris-Thompsone0dbedf2019-06-24 09:23:38 +01001112ARMNN_AUTO_TEST_CASE(GatherMultiDimParamsInt16, GatherMultiDimParamsInt16Test)
narpra014951d842019-01-18 16:53:53 +00001113ARMNN_AUTO_TEST_CASE(GatherMultiDimParamsMultiDimIndicesFloat, GatherMultiDimParamsMultiDimIndicesFloatTest)
1114ARMNN_AUTO_TEST_CASE(GatherMultiDimParamsMultiDimIndicesUint8, GatherMultiDimParamsMultiDimIndicesUint8Test)
Ellen Norris-Thompsone0dbedf2019-06-24 09:23:38 +01001115ARMNN_AUTO_TEST_CASE(GatherMultiDimParamsMultiDimIndicesInt16, GatherMultiDimParamsMultiDimIndicesInt16Test)
narpra014951d842019-01-18 16:53:53 +00001116
Narumol Prangnawarate0a4ad82019-02-04 19:05:27 +00001117// Detection PostProcess
1118BOOST_AUTO_TEST_CASE(DetectionPostProcessRegularNmsFloat)
1119{
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001120 DetectionPostProcessRegularNmsFloatTest<RefWorkloadFactory>();
Narumol Prangnawarate0a4ad82019-02-04 19:05:27 +00001121}
1122BOOST_AUTO_TEST_CASE(DetectionPostProcessFastNmsFloat)
1123{
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001124 DetectionPostProcessFastNmsFloatTest<RefWorkloadFactory>();
Narumol Prangnawarate0a4ad82019-02-04 19:05:27 +00001125}
1126BOOST_AUTO_TEST_CASE(DetectionPostProcessRegularNmsUint8)
1127{
Aron Virginas-Tar6331f912019-06-03 17:10:02 +01001128 DetectionPostProcessRegularNmsQuantizedTest<
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001129 RefWorkloadFactory, DataType::QuantisedAsymm8>();
Narumol Prangnawarate0a4ad82019-02-04 19:05:27 +00001130}
1131BOOST_AUTO_TEST_CASE(DetectionPostProcessFastNmsUint8)
1132{
Aron Virginas-Tar6331f912019-06-03 17:10:02 +01001133 DetectionPostProcessRegularNmsQuantizedTest<
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001134 RefWorkloadFactory, DataType::QuantisedAsymm8>();
Aron Virginas-Tar6331f912019-06-03 17:10:02 +01001135}
1136BOOST_AUTO_TEST_CASE(DetectionPostProcessRegularNmsInt16)
1137{
1138 DetectionPostProcessRegularNmsQuantizedTest<
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001139 RefWorkloadFactory, DataType::QuantisedSymm16>();
Aron Virginas-Tar6331f912019-06-03 17:10:02 +01001140}
1141BOOST_AUTO_TEST_CASE(DetectionPostProcessFastNmsInt16)
1142{
1143 DetectionPostProcessFastNmsQuantizedTest<
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001144 RefWorkloadFactory, DataType::QuantisedSymm16>();
Narumol Prangnawarate0a4ad82019-02-04 19:05:27 +00001145}
1146
Nattapat Chaimanowong8a54ac02019-03-29 15:25:04 +00001147// Dequantize
Nattapat Chaimanowongafa4e3a2019-04-02 11:41:45 +01001148ARMNN_AUTO_TEST_CASE(DequantizeSimpleUint8, DequantizeSimpleUint8Test)
1149ARMNN_AUTO_TEST_CASE(DequantizeOffsetUint8, DequantizeOffsetUint8Test)
1150ARMNN_AUTO_TEST_CASE(DequantizeSimpleInt16, DequantizeSimpleInt16Test)
Narumol Prangnawarate0a4ad82019-02-04 19:05:27 +00001151
Nattapat Chaimanowonga0beb3b2019-04-01 17:04:53 +01001152// Quantize
1153ARMNN_AUTO_TEST_CASE(QuantizeSimpleUint8, QuantizeSimpleUint8Test)
1154ARMNN_AUTO_TEST_CASE(QuantizeClampUint8, QuantizeClampUint8Test)
1155ARMNN_AUTO_TEST_CASE(QuantizeClampInt16, QuantizeClampInt16Test)
1156
Matteo Martincighab9e5252019-06-13 17:27:46 +01001157// PReLU
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001158ARMNN_AUTO_TEST_CASE(PreluFloat32, PreluTest<DataType::Float32>)
1159ARMNN_AUTO_TEST_CASE(PreluUint8, PreluTest<DataType::QuantisedAsymm8>)
1160ARMNN_AUTO_TEST_CASE(PreluInt16, PreluTest<DataType::QuantisedSymm16>)
Matteo Martincighab9e5252019-06-13 17:27:46 +01001161
Aron Virginas-Tar735a4502019-06-26 15:02:47 +01001162// TransposeConvolution2d
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001163ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dFloatNchw,
1164 SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1165 true,
1166 DataLayout::NCHW)
1167ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dFloatNhwc,
1168 SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1169 true,
1170 DataLayout::NHWC)
1171ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dUint8Nchw,
1172 SimpleTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
1173 true,
1174 DataLayout::NCHW)
1175ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dUint8Nhwc,
1176 SimpleTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
1177 true,
1178 DataLayout::NHWC)
1179ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dInt16Nchw,
1180 SimpleTransposeConvolution2dTest<DataType::QuantisedSymm16, DataType::Signed32>,
1181 true,
1182 DataLayout::NCHW)
1183ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dInt16Nhwc,
1184 SimpleTransposeConvolution2dTest<DataType::QuantisedSymm16, DataType::Signed32>,
1185 true,
1186 DataLayout::NCHW)
Aron Virginas-Tar735a4502019-06-26 15:02:47 +01001187
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001188ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dFloatNchw,
1189 SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1190 false,
1191 DataLayout::NCHW)
1192ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dFloatNhwc,
1193 SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1194 true,
1195 DataLayout::NHWC)
1196ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dUint8Nchw,
1197 SimpleTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
1198 true,
1199 DataLayout::NCHW)
1200ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dUint8Nhwc,
1201 SimpleTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
1202 true,
1203 DataLayout::NHWC)
1204ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dInt16Nchw,
1205 SimpleTransposeConvolution2dTest<DataType::QuantisedSymm16, DataType::Signed32>,
1206 true,
1207 DataLayout::NCHW)
1208ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dInt16Nhwc,
1209 SimpleTransposeConvolution2dTest<DataType::QuantisedSymm16, DataType::Signed32>,
1210 true,
1211 DataLayout::NCHW)
Aron Virginas-Tar735a4502019-06-26 15:02:47 +01001212
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001213ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dFloatNchw,
1214 PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1215 true,
1216 DataLayout::NCHW)
1217ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dFloatNhwc,
1218 PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1219 true,
1220 DataLayout::NHWC)
1221ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dUint8Nchw,
1222 PaddedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
1223 true,
1224 DataLayout::NCHW)
1225ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dUint8Nhwc,
1226 PaddedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
1227 true,
1228 DataLayout::NHWC)
1229ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dInt16Nchw,
1230 PaddedTransposeConvolution2dTest<DataType::QuantisedSymm16, DataType::Signed32>,
1231 true,
1232 DataLayout::NCHW)
1233ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dInt16Nhwc,
1234 PaddedTransposeConvolution2dTest<DataType::QuantisedSymm16, DataType::Signed32>,
1235 true,
1236 DataLayout::NCHW)
Aron Virginas-Tar735a4502019-06-26 15:02:47 +01001237
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001238ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dFloatNchw,
1239 PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1240 false,
1241 DataLayout::NCHW)
1242ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dFloatNhwc,
1243 PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1244 true,
1245 DataLayout::NHWC)
1246ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dUint8Nchw,
1247 PaddedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
1248 true,
1249 DataLayout::NCHW)
1250ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dUint8Nhwc,
1251 PaddedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
1252 true,
1253 DataLayout::NHWC)
1254ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dInt16Nchw,
1255 PaddedTransposeConvolution2dTest<DataType::QuantisedSymm16, DataType::Signed32>,
1256 true,
1257 DataLayout::NCHW)
1258ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dInt16Nhwc,
1259 PaddedTransposeConvolution2dTest<DataType::QuantisedSymm16, DataType::Signed32>,
1260 true,
1261 DataLayout::NCHW)
Aron Virginas-Tar735a4502019-06-26 15:02:47 +01001262
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001263ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dFloatNchw,
1264 StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1265 true,
1266 DataLayout::NCHW)
1267ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dFloatNhwc,
1268 StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1269 true,
1270 DataLayout::NHWC)
1271ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dUint8Nchw,
1272 StridedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
1273 true,
1274 DataLayout::NCHW)
1275ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dUint8Nhwc,
1276 StridedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
1277 true,
1278 DataLayout::NHWC)
1279ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dInt16Nchw,
1280 StridedTransposeConvolution2dTest<DataType::QuantisedSymm16, DataType::Signed32>,
1281 true,
1282 DataLayout::NCHW)
1283ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dInt16Nhwc,
1284 StridedTransposeConvolution2dTest<DataType::QuantisedSymm16, DataType::Signed32>,
1285 true,
1286 DataLayout::NCHW)
Aron Virginas-Tar735a4502019-06-26 15:02:47 +01001287
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001288ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dFloatNchw,
1289 StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1290 false,
1291 DataLayout::NCHW)
1292ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dFloatNhwc,
1293 StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1294 true,
1295 DataLayout::NHWC)
1296ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dUint8Nchw,
1297 StridedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
1298 true,
1299 DataLayout::NCHW)
1300ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dUint8Nhwc,
1301 StridedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
1302 true,
1303 DataLayout::NHWC)
1304ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dInt16Nchw,
1305 StridedTransposeConvolution2dTest<DataType::QuantisedSymm16, DataType::Signed32>,
1306 true,
1307 DataLayout::NCHW)
1308ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dInt16Nhwc,
1309 StridedTransposeConvolution2dTest<DataType::QuantisedSymm16, DataType::Signed32>,
1310 true,
1311 DataLayout::NCHW)
1312
1313ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dFloatNchw,
1314 MultiChannelTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1315 DataLayout::NCHW)
1316ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dFloatNhwc,
1317 MultiChannelTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1318 DataLayout::NHWC)
1319ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dUint8Nchw,
1320 MultiChannelTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
1321 DataLayout::NCHW)
1322ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dUint8Nhwc,
1323 MultiChannelTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
1324 DataLayout::NHWC)
1325ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dInt16Nchw,
1326 MultiChannelTransposeConvolution2dTest<DataType::QuantisedSymm16, DataType::Signed32>,
1327 DataLayout::NCHW)
1328ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dInt16Nhwc,
1329 MultiChannelTransposeConvolution2dTest<DataType::QuantisedSymm16, DataType::Signed32>,
1330 DataLayout::NCHW)
Aron Virginas-Tar735a4502019-06-26 15:02:47 +01001331
Matthew Jackson81e601c2019-07-11 12:07:09 +01001332// Stack
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001333ARMNN_AUTO_TEST_CASE(Stack0Axis, Stack0AxisTest<DataType::Float32>)
1334ARMNN_AUTO_TEST_CASE(Stack4dOutput1Axis, Stack4dOutput1AxisTest<DataType::Float32>)
1335ARMNN_AUTO_TEST_CASE(Stack4dOutput2Axis, Stack4dOutput2AxisTest<DataType::Float32>)
1336ARMNN_AUTO_TEST_CASE(Stack4dOutput3Axis, Stack4dOutput3AxisTest<DataType::Float32>)
1337ARMNN_AUTO_TEST_CASE(Stack3dOutput1Axis3Input, Stack3dOutput1Axis3InputTest<DataType::Float32>)
Matthew Jacksondba634f2019-08-15 15:14:18 +01001338ARMNN_AUTO_TEST_CASE(Stack5dOutput, Stack5dOutputTest<DataType::Float32>)
Matthew Jackson81e601c2019-07-11 12:07:09 +01001339
telsoa014fcda012018-03-09 14:13:49 +00001340BOOST_AUTO_TEST_SUITE_END()