surmeh01 | bceff2f | 2018-03-29 16:29:27 +0100 | [diff] [blame] | 1 | // |
| 2 | // Copyright © 2017 Arm Ltd. All rights reserved. |
David Beck | ecb56cd | 2018-09-05 12:52:57 +0100 | [diff] [blame] | 3 | // SPDX-License-Identifier: MIT |
surmeh01 | bceff2f | 2018-03-29 16:29:27 +0100 | [diff] [blame] | 4 | // |
| 5 | |
surmeh01 | bceff2f | 2018-03-29 16:29:27 +0100 | [diff] [blame] | 6 | #include "ParserPrototxtFixture.hpp" |
Matteo Martincigh | e011d20 | 2019-11-28 11:35:47 +0000 | [diff] [blame] | 7 | |
| 8 | #include "armnnTfParser/ITfParser.hpp" |
| 9 | |
| 10 | #include <armnnUtils/Permute.hpp> |
| 11 | |
| 12 | #include <boost/test/unit_test.hpp> |
| 13 | |
surmeh01 | bceff2f | 2018-03-29 16:29:27 +0100 | [diff] [blame] | 14 | #include <string> |
| 15 | #include <iostream> |
| 16 | |
Ferran Balaguer | 6a669d7 | 2018-12-11 10:29:05 +0000 | [diff] [blame] | 17 | using namespace armnnUtils; |
| 18 | using namespace armnn; |
| 19 | |
surmeh01 | bceff2f | 2018-03-29 16:29:27 +0100 | [diff] [blame] | 20 | BOOST_AUTO_TEST_SUITE(TensorflowParser) |
| 21 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 22 | struct DepthwiseConvolution2dFixture : public armnnUtils::ParserPrototxtFixture<armnnTfParser::ITfParser> |
surmeh01 | bceff2f | 2018-03-29 16:29:27 +0100 | [diff] [blame] | 23 | { |
Ferran Balaguer | 6a669d7 | 2018-12-11 10:29:05 +0000 | [diff] [blame] | 24 | explicit DepthwiseConvolution2dFixture(const std::string& dataLayout, const char* paddingType) |
surmeh01 | bceff2f | 2018-03-29 16:29:27 +0100 | [diff] [blame] | 25 | { |
| 26 | m_Prototext = "node { \n" |
| 27 | " name: \"graphInput\" \n" |
| 28 | " op: \"Placeholder\" \n" |
| 29 | " attr { \n" |
| 30 | " key: \"dtype\" \n" |
| 31 | " value { \n" |
| 32 | " type: DT_FLOAT \n" |
| 33 | " } \n" |
| 34 | " } \n" |
| 35 | " attr { \n" |
Ferran Balaguer | 6a669d7 | 2018-12-11 10:29:05 +0000 | [diff] [blame] | 36 | " key: \"shape\" \n" |
surmeh01 | bceff2f | 2018-03-29 16:29:27 +0100 | [diff] [blame] | 37 | " value { \n" |
Ferran Balaguer | 6a669d7 | 2018-12-11 10:29:05 +0000 | [diff] [blame] | 38 | " shape { \n" |
surmeh01 | bceff2f | 2018-03-29 16:29:27 +0100 | [diff] [blame] | 39 | " } \n" |
| 40 | " } \n" |
| 41 | " } \n" |
| 42 | " } \n" |
| 43 | " node { \n" |
| 44 | " name: \"Const_1\" \n" |
| 45 | " op: \"Const\" \n" |
| 46 | " attr { \n" |
| 47 | " key: \"dtype\" \n" |
| 48 | " value { \n" |
| 49 | " type: DT_FLOAT \n" |
| 50 | " } \n" |
| 51 | " } \n" |
| 52 | " attr { \n" |
| 53 | " key: \"value\" \n" |
| 54 | " value { \n" |
| 55 | " tensor { \n" |
| 56 | " dtype: DT_FLOAT \n" |
| 57 | " tensor_shape { \n" |
| 58 | " dim { \n" |
| 59 | " size: 1 \n" |
| 60 | " } \n" |
| 61 | " dim { \n" |
| 62 | " size: 3 \n" |
| 63 | " } \n" |
| 64 | " dim { \n" |
| 65 | " size: 3 \n" |
| 66 | " } \n" |
| 67 | " dim { \n" |
| 68 | " size: 3 \n" |
| 69 | " } \n" |
| 70 | " } \n" |
| 71 | " tensor_content: \"\\000\\000\\000?\\000\\000\\200?\\000\\000\\000?" |
| 72 | "\\000\\000\\000?\\000\\000\\200?\\000\\000\\000?" |
| 73 | "\\000\\000\\000?\\000\\000\\200?\\000\\000\\000?" |
| 74 | "\\000\\000\\000?\\000\\000\\200?\\000\\000\\000?" |
| 75 | "\\000\\000\\000?\\000\\000\\200?\\000\\000\\000?" |
| 76 | "\\000\\000\\000?\\000\\000\\200?\\000\\000\\000?" |
| 77 | "\\000\\000\\000?\\000\\000\\200?\\000\\000\\000?" |
| 78 | "\\000\\000\\000?\\000\\000\\200?\\000\\000\\000?" |
| 79 | "\\000\\000\\000?\\000\\000\\200?\\000\\000\\000?\" \n" |
| 80 | " } \n" |
| 81 | " } \n" |
| 82 | " } \n" |
| 83 | "} \n" |
| 84 | "node { \n" |
| 85 | " name: \"potato\" \n" |
| 86 | " op: \"DepthwiseConv2dNative\" \n" |
| 87 | " input: \"graphInput\" \n" |
| 88 | " input: \"Const_1\" \n" |
| 89 | " attr { \n" |
| 90 | " key: \"T\" \n" |
| 91 | " value { \n" |
| 92 | " type: DT_FLOAT \n" |
| 93 | " } \n" |
| 94 | " } \n" |
| 95 | " attr { \n" |
| 96 | " key: \"data_format\" \n" |
| 97 | " value { \n" |
Ferran Balaguer | 6a669d7 | 2018-12-11 10:29:05 +0000 | [diff] [blame] | 98 | " s: \""; |
| 99 | m_Prototext.append(dataLayout); |
| 100 | m_Prototext.append("\"\n" |
surmeh01 | bceff2f | 2018-03-29 16:29:27 +0100 | [diff] [blame] | 101 | " } \n" |
| 102 | " } \n" |
| 103 | " attr { \n" |
| 104 | " key: \"padding\" \n" |
| 105 | " value { \n" |
Ferran Balaguer | 6a669d7 | 2018-12-11 10:29:05 +0000 | [diff] [blame] | 106 | " s: \""); |
surmeh01 | bceff2f | 2018-03-29 16:29:27 +0100 | [diff] [blame] | 107 | m_Prototext.append(paddingType); |
| 108 | m_Prototext.append("\"\n" |
| 109 | " } \n" |
| 110 | " } \n" |
| 111 | " attr { \n" |
| 112 | " key: \"strides\" \n" |
| 113 | " value { \n" |
| 114 | " list { \n" |
| 115 | " i: 1 \n" |
| 116 | " i: 1 \n" |
| 117 | " i: 1 \n" |
| 118 | " i: 1 \n" |
| 119 | " } \n" |
| 120 | " } \n" |
| 121 | " } \n" |
| 122 | " attr { \n" |
| 123 | " key: \"use_cudnn_on_gpu\" \n" |
| 124 | " value { \n" |
| 125 | " b: false \n" |
| 126 | " } \n" |
| 127 | " } \n" |
| 128 | "} \n"); |
| 129 | |
Ferran Balaguer | 6a669d7 | 2018-12-11 10:29:05 +0000 | [diff] [blame] | 130 | if(dataLayout == "NHWC") |
| 131 | { |
| 132 | SetupSingleInputSingleOutput({ 1u, 1u, 3u, 3u }, "graphInput", "potato"); |
| 133 | } |
| 134 | else |
| 135 | { |
| 136 | SetupSingleInputSingleOutput({ 1u, 3u, 1u, 3u }, "graphInput", "potato"); |
| 137 | } |
surmeh01 | bceff2f | 2018-03-29 16:29:27 +0100 | [diff] [blame] | 138 | } |
| 139 | }; |
| 140 | |
Ferran Balaguer | 6a669d7 | 2018-12-11 10:29:05 +0000 | [diff] [blame] | 141 | struct DepthwiseConvolution2dNhwcSameFixture : DepthwiseConvolution2dFixture |
surmeh01 | bceff2f | 2018-03-29 16:29:27 +0100 | [diff] [blame] | 142 | { |
Ferran Balaguer | 6a669d7 | 2018-12-11 10:29:05 +0000 | [diff] [blame] | 143 | DepthwiseConvolution2dNhwcSameFixture() : DepthwiseConvolution2dFixture("NHWC", "SAME") { } |
surmeh01 | bceff2f | 2018-03-29 16:29:27 +0100 | [diff] [blame] | 144 | }; |
| 145 | |
Ferran Balaguer | 6a669d7 | 2018-12-11 10:29:05 +0000 | [diff] [blame] | 146 | BOOST_FIXTURE_TEST_CASE(ParseDepthwiseConv2DNhwcSame, DepthwiseConvolution2dNhwcSameFixture) |
surmeh01 | bceff2f | 2018-03-29 16:29:27 +0100 | [diff] [blame] | 147 | { |
| 148 | RunTest<4>({ 1, 2, 3, 4, 5, 6, 7, 8, 9 }, |
| 149 | { 2.5f, 5.f, 2.5f, 3.5f, 7.f, 3.5f, 4.5f, 9.f, 4.5f, |
| 150 | 6.f, 12.f, 6.f, 7.5f, 15.f, 7.5f, 9.f, 18.f, 9.f, |
Ferran Balaguer | 6a669d7 | 2018-12-11 10:29:05 +0000 | [diff] [blame] | 151 | 5.5f, 11.f, 5.5f, 6.5f, 13.f, 6.5f, 7.5f, 15.f, 7.5f }); |
surmeh01 | bceff2f | 2018-03-29 16:29:27 +0100 | [diff] [blame] | 152 | } |
| 153 | |
Ferran Balaguer | 6a669d7 | 2018-12-11 10:29:05 +0000 | [diff] [blame] | 154 | struct DepthwiseConvolution2dNchwSameFixture : DepthwiseConvolution2dFixture |
surmeh01 | bceff2f | 2018-03-29 16:29:27 +0100 | [diff] [blame] | 155 | { |
Ferran Balaguer | 6a669d7 | 2018-12-11 10:29:05 +0000 | [diff] [blame] | 156 | DepthwiseConvolution2dNchwSameFixture() : DepthwiseConvolution2dFixture("NCHW", "SAME") { } |
surmeh01 | bceff2f | 2018-03-29 16:29:27 +0100 | [diff] [blame] | 157 | }; |
| 158 | |
Ferran Balaguer | 6a669d7 | 2018-12-11 10:29:05 +0000 | [diff] [blame] | 159 | BOOST_FIXTURE_TEST_CASE(ParseDepthwiseConv2DNchwSame, DepthwiseConvolution2dNchwSameFixture) |
| 160 | { |
| 161 | RunTest<4>({ 1, 4, 7, 2, 5, 8, 3, 6, 9 }, |
| 162 | { 2.5f, 6.f, 5.5f, 5.f, 12.f, 11.f, 2.5f, 6.f, 5.5f, |
| 163 | 3.5f, 7.5f, 6.5f, 7.f, 15.f, 13.f, 3.5f, 7.5f, 6.5f, |
| 164 | 4.5f, 9.f, 7.5f, 9.f, 18.f, 15.f, 4.5f, 9.f, 7.5f }); |
| 165 | } |
| 166 | |
| 167 | struct DepthwiseConvolution2dNhwcValidFixture : DepthwiseConvolution2dFixture |
| 168 | { |
| 169 | DepthwiseConvolution2dNhwcValidFixture() : DepthwiseConvolution2dFixture("NHWC", "VALID") { } |
| 170 | }; |
| 171 | |
| 172 | BOOST_FIXTURE_TEST_CASE(ParseDepthwiseConv2DNhwcValid, DepthwiseConvolution2dNhwcValidFixture) |
surmeh01 | bceff2f | 2018-03-29 16:29:27 +0100 | [diff] [blame] | 173 | { |
| 174 | RunTest<4>({ 1, 2, 3, 4, 5, 6, 7, 8, 9 }, // input data |
Ferran Balaguer | 6a669d7 | 2018-12-11 10:29:05 +0000 | [diff] [blame] | 175 | { 6.f, 12.f, 6.f, 7.5f, 15.f, 7.5f, 9.f, 18.f, 9.f }); // output expected data |
| 176 | } |
| 177 | |
| 178 | struct DepthwiseConvolution2dNchwValidFixture : DepthwiseConvolution2dFixture |
| 179 | { |
| 180 | DepthwiseConvolution2dNchwValidFixture() : DepthwiseConvolution2dFixture("NCHW", "VALID") { } |
| 181 | }; |
| 182 | |
| 183 | BOOST_FIXTURE_TEST_CASE(ParseDepthwiseConv2DNchwValid, DepthwiseConvolution2dNchwValidFixture) |
| 184 | { |
| 185 | RunTest<4>({ 1, 4, 7, 2, 5, 8, 3, 6, 9 }, |
| 186 | { 6.f, 12.f, 6.f, 7.5f, 15.f, 7.5f, 9.f, 18.f, 9.f }); |
surmeh01 | bceff2f | 2018-03-29 16:29:27 +0100 | [diff] [blame] | 187 | } |
| 188 | |
| 189 | |
| 190 | BOOST_AUTO_TEST_SUITE_END() |