Nina Drozd | 0324f48 | 2019-04-08 10:52:10 +0100 | [diff] [blame] | 1 | // |
| 2 | // Copyright © 2017 Arm Ltd. All rights reserved. |
| 3 | // SPDX-License-Identifier: MIT |
| 4 | // |
| 5 | |
Nina Drozd | 0324f48 | 2019-04-08 10:52:10 +0100 | [diff] [blame] | 6 | #include "ParserFlatbuffersFixture.hpp" |
| 7 | #include "../TfLiteParser.hpp" |
| 8 | |
| 9 | #include <string> |
| 10 | #include <iostream> |
| 11 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 12 | TEST_SUITE("TensorflowLiteParser_Split") |
| 13 | { |
Nina Drozd | 0324f48 | 2019-04-08 10:52:10 +0100 | [diff] [blame] | 14 | struct SplitFixture : public ParserFlatbuffersFixture |
| 15 | { |
Narumol Prangnawarat | 17660e6 | 2019-04-18 16:56:19 +0100 | [diff] [blame] | 16 | explicit SplitFixture(const std::string& inputShape, |
| 17 | const std::string& axisShape, |
| 18 | const std::string& numSplits, |
| 19 | const std::string& outputShape1, |
| 20 | const std::string& outputShape2, |
Francis Murtagh | 98d6b3d | 2019-10-21 10:52:54 +0100 | [diff] [blame] | 21 | const std::string& axisData, |
| 22 | const std::string& dataType) |
Nina Drozd | 0324f48 | 2019-04-08 10:52:10 +0100 | [diff] [blame] | 23 | { |
| 24 | m_JsonString = R"( |
| 25 | { |
| 26 | "version": 3, |
| 27 | "operator_codes": [ { "builtin_code": "SPLIT" } ], |
| 28 | "subgraphs": [ { |
| 29 | "tensors": [ |
| 30 | { |
| 31 | "shape": )" + inputShape + R"(, |
Francis Murtagh | 98d6b3d | 2019-10-21 10:52:54 +0100 | [diff] [blame] | 32 | "type": )" + dataType + R"(, |
Nina Drozd | 0324f48 | 2019-04-08 10:52:10 +0100 | [diff] [blame] | 33 | "buffer": 0, |
| 34 | "name": "inputTensor", |
| 35 | "quantization": { |
| 36 | "min": [ 0.0 ], |
| 37 | "max": [ 255.0 ], |
| 38 | "scale": [ 1.0 ], |
| 39 | "zero_point": [ 0 ], |
| 40 | } |
| 41 | }, |
| 42 | { |
| 43 | "shape": )" + axisShape + R"(, |
| 44 | "type": "INT32", |
| 45 | "buffer": 1, |
| 46 | "name": "axis", |
| 47 | "quantization": { |
| 48 | "min": [ 0.0 ], |
| 49 | "max": [ 255.0 ], |
| 50 | "scale": [ 1.0 ], |
| 51 | "zero_point": [ 0 ], |
| 52 | } |
| 53 | }, |
| 54 | { |
| 55 | "shape": )" + outputShape1 + R"( , |
Francis Murtagh | 98d6b3d | 2019-10-21 10:52:54 +0100 | [diff] [blame] | 56 | "type":)" + dataType + R"(, |
Nina Drozd | 0324f48 | 2019-04-08 10:52:10 +0100 | [diff] [blame] | 57 | "buffer": 2, |
| 58 | "name": "outputTensor1", |
| 59 | "quantization": { |
| 60 | "min": [ 0.0 ], |
| 61 | "max": [ 255.0 ], |
| 62 | "scale": [ 1.0 ], |
| 63 | "zero_point": [ 0 ], |
| 64 | } |
| 65 | }, |
| 66 | { |
| 67 | "shape": )" + outputShape2 + R"( , |
Francis Murtagh | 98d6b3d | 2019-10-21 10:52:54 +0100 | [diff] [blame] | 68 | "type":)" + dataType + R"(, |
Nina Drozd | 0324f48 | 2019-04-08 10:52:10 +0100 | [diff] [blame] | 69 | "buffer": 3, |
| 70 | "name": "outputTensor2", |
| 71 | "quantization": { |
| 72 | "min": [ 0.0 ], |
| 73 | "max": [ 255.0 ], |
| 74 | "scale": [ 1.0 ], |
| 75 | "zero_point": [ 0 ], |
| 76 | } |
| 77 | } |
| 78 | ], |
Narumol Prangnawarat | 17660e6 | 2019-04-18 16:56:19 +0100 | [diff] [blame] | 79 | "inputs": [ 0 ], |
Nina Drozd | 0324f48 | 2019-04-08 10:52:10 +0100 | [diff] [blame] | 80 | "outputs": [ 2, 3 ], |
| 81 | "operators": [ |
| 82 | { |
| 83 | "opcode_index": 0, |
Narumol Prangnawarat | 17660e6 | 2019-04-18 16:56:19 +0100 | [diff] [blame] | 84 | "inputs": [ 1, 0 ], |
Nina Drozd | 0324f48 | 2019-04-08 10:52:10 +0100 | [diff] [blame] | 85 | "outputs": [ 2, 3 ], |
| 86 | "builtin_options_type": "SplitOptions", |
| 87 | "builtin_options": { |
| 88 | "num_splits": )" + numSplits + R"( |
| 89 | }, |
| 90 | "custom_options_format": "FLEXBUFFERS" |
| 91 | } |
| 92 | ], |
| 93 | } ], |
Narumol Prangnawarat | 17660e6 | 2019-04-18 16:56:19 +0100 | [diff] [blame] | 94 | "buffers" : [ {}, {"data": )" + axisData + R"( }, {}, {} ] |
Nina Drozd | 0324f48 | 2019-04-08 10:52:10 +0100 | [diff] [blame] | 95 | } |
| 96 | )"; |
| 97 | |
| 98 | Setup(); |
| 99 | } |
| 100 | }; |
| 101 | |
| 102 | |
Francis Murtagh | 98d6b3d | 2019-10-21 10:52:54 +0100 | [diff] [blame] | 103 | struct SimpleSplitFixtureFloat32 : SplitFixture |
Nina Drozd | 0324f48 | 2019-04-08 10:52:10 +0100 | [diff] [blame] | 104 | { |
Francis Murtagh | 98d6b3d | 2019-10-21 10:52:54 +0100 | [diff] [blame] | 105 | SimpleSplitFixtureFloat32() |
| 106 | : SplitFixture( "[ 2, 2, 2, 2 ]", "[ ]", "2", "[ 2, 1, 2, 2 ]", "[ 2, 1, 2, 2 ]", "[ 1, 0, 0, 0 ]", "FLOAT32") |
| 107 | {} |
Nina Drozd | 0324f48 | 2019-04-08 10:52:10 +0100 | [diff] [blame] | 108 | }; |
| 109 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 110 | TEST_CASE_FIXTURE(SimpleSplitFixtureFloat32, "ParseAxisOneSplitTwoFloat32") |
Nina Drozd | 0324f48 | 2019-04-08 10:52:10 +0100 | [diff] [blame] | 111 | { |
| 112 | |
| 113 | RunTest<4, armnn::DataType::Float32>( |
| 114 | 0, |
Francis Murtagh | 98d6b3d | 2019-10-21 10:52:54 +0100 | [diff] [blame] | 115 | { {"inputTensor", { 1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f, 7.0f, 8.0f, |
| 116 | 9.0f, 10.0f, 11.0f, 12.0f, 13.0f, 14.0f, 15.0f, 16.0f } } }, |
Narumol Prangnawarat | 17660e6 | 2019-04-18 16:56:19 +0100 | [diff] [blame] | 117 | { {"outputTensor1", { 1.0f, 2.0f, 3.0f, 4.0f, 9.0f, 10.0f, 11.0f, 12.0f } }, |
| 118 | {"outputTensor2", { 5.0f, 6.0f, 7.0f, 8.0f, 13.0f, 14.0f, 15.0f, 16.0f } } }); |
Nina Drozd | 0324f48 | 2019-04-08 10:52:10 +0100 | [diff] [blame] | 119 | } |
| 120 | |
Francis Murtagh | 98d6b3d | 2019-10-21 10:52:54 +0100 | [diff] [blame] | 121 | struct SimpleSplitAxisThreeFixtureFloat32 : SplitFixture |
Nina Drozd | 0324f48 | 2019-04-08 10:52:10 +0100 | [diff] [blame] | 122 | { |
Francis Murtagh | 98d6b3d | 2019-10-21 10:52:54 +0100 | [diff] [blame] | 123 | SimpleSplitAxisThreeFixtureFloat32() |
| 124 | : SplitFixture( "[ 2, 2, 2, 2 ]", "[ ]", "2", "[ 2, 2, 2, 1 ]", "[ 2, 2, 2, 1 ]", "[ 3, 0, 0, 0 ]", "FLOAT32") |
| 125 | {} |
Nina Drozd | 0324f48 | 2019-04-08 10:52:10 +0100 | [diff] [blame] | 126 | }; |
| 127 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 128 | TEST_CASE_FIXTURE(SimpleSplitAxisThreeFixtureFloat32, "ParseAxisThreeSplitTwoFloat32") |
Nina Drozd | 0324f48 | 2019-04-08 10:52:10 +0100 | [diff] [blame] | 129 | { |
| 130 | RunTest<4, armnn::DataType::Float32>( |
| 131 | 0, |
Francis Murtagh | 98d6b3d | 2019-10-21 10:52:54 +0100 | [diff] [blame] | 132 | { {"inputTensor", { 1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f, 7.0f, 8.0f, |
| 133 | 9.0f, 10.0f, 11.0f, 12.0f, 13.0f, 14.0f, 15.0f, 16.0f } } }, |
Narumol Prangnawarat | 17660e6 | 2019-04-18 16:56:19 +0100 | [diff] [blame] | 134 | { {"outputTensor1", { 1.0f, 3.0f, 5.0f, 7.0f, 9.0f, 11.0f, 13.0f, 15.0f } }, |
Nina Drozd | 0324f48 | 2019-04-08 10:52:10 +0100 | [diff] [blame] | 135 | {"outputTensor2", { 2.0f, 4.0f, 6.0f, 8.0f, 10.0f, 12.0f, 14.0f, 16.0f } } } ); |
| 136 | } |
| 137 | |
Francis Murtagh | 98d6b3d | 2019-10-21 10:52:54 +0100 | [diff] [blame] | 138 | struct SimpleSplit2DFixtureFloat32 : SplitFixture |
Narumol Prangnawarat | 17660e6 | 2019-04-18 16:56:19 +0100 | [diff] [blame] | 139 | { |
Francis Murtagh | 98d6b3d | 2019-10-21 10:52:54 +0100 | [diff] [blame] | 140 | SimpleSplit2DFixtureFloat32() |
| 141 | : SplitFixture( "[ 1, 8 ]", "[ ]", "2", "[ 1, 4 ]", "[ 1, 4 ]", "[ 1, 0, 0, 0 ]", "FLOAT32") |
| 142 | {} |
Narumol Prangnawarat | 17660e6 | 2019-04-18 16:56:19 +0100 | [diff] [blame] | 143 | }; |
| 144 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 145 | TEST_CASE_FIXTURE(SimpleSplit2DFixtureFloat32, "SimpleSplit2DFloat32") |
Narumol Prangnawarat | 17660e6 | 2019-04-18 16:56:19 +0100 | [diff] [blame] | 146 | { |
| 147 | RunTest<2, armnn::DataType::Float32>( |
Francis Murtagh | 98d6b3d | 2019-10-21 10:52:54 +0100 | [diff] [blame] | 148 | 0, |
| 149 | { {"inputTensor", { 1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f, 7.0f, 8.0f } } }, |
| 150 | { {"outputTensor1", { 1.0f, 2.0f, 3.0f, 4.0f } }, |
| 151 | {"outputTensor2", { 5.0f, 6.0f, 7.0f, 8.0f } } } ); |
Narumol Prangnawarat | 17660e6 | 2019-04-18 16:56:19 +0100 | [diff] [blame] | 152 | } |
| 153 | |
Francis Murtagh | 98d6b3d | 2019-10-21 10:52:54 +0100 | [diff] [blame] | 154 | struct SimpleSplit3DFixtureFloat32 : SplitFixture |
Narumol Prangnawarat | 17660e6 | 2019-04-18 16:56:19 +0100 | [diff] [blame] | 155 | { |
Francis Murtagh | 98d6b3d | 2019-10-21 10:52:54 +0100 | [diff] [blame] | 156 | SimpleSplit3DFixtureFloat32() |
| 157 | : SplitFixture( "[ 1, 8, 2 ]", "[ ]", "2", "[ 1, 4, 2 ]", "[ 1, 4, 2 ]", "[ 1, 0, 0, 0 ]", "FLOAT32") |
| 158 | {} |
Narumol Prangnawarat | 17660e6 | 2019-04-18 16:56:19 +0100 | [diff] [blame] | 159 | }; |
| 160 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 161 | TEST_CASE_FIXTURE(SimpleSplit3DFixtureFloat32, "SimpleSplit3DFloat32") |
Narumol Prangnawarat | 17660e6 | 2019-04-18 16:56:19 +0100 | [diff] [blame] | 162 | { |
| 163 | RunTest<3, armnn::DataType::Float32>( |
Francis Murtagh | 98d6b3d | 2019-10-21 10:52:54 +0100 | [diff] [blame] | 164 | 0, |
| 165 | { {"inputTensor", { 1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f, 7.0f, 8.0f, |
| 166 | 9.0f, 10.0f, 11.0f, 12.0f, 13.0f, 14.0f, 15.0f, 16.0f } } }, |
| 167 | { {"outputTensor1", { 1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f, 7.0f, 8.0f } }, |
| 168 | {"outputTensor2", { 9.0f, 10.0f, 11.0f, 12.0f, 13.0f, 14.0f, 15.0f, 16.0f } } } ); |
| 169 | } |
| 170 | |
| 171 | struct SimpleSplitFixtureUint8 : SplitFixture |
| 172 | { |
| 173 | SimpleSplitFixtureUint8() |
| 174 | : SplitFixture( "[ 2, 2, 2, 2 ]", "[ ]", "2", "[ 2, 1, 2, 2 ]", "[ 2, 1, 2, 2 ]", "[ 1, 0, 0, 0 ]", "UINT8") |
| 175 | {} |
| 176 | }; |
| 177 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 178 | TEST_CASE_FIXTURE(SimpleSplitFixtureUint8, "ParseAxisOneSplitTwoUint8") |
Francis Murtagh | 98d6b3d | 2019-10-21 10:52:54 +0100 | [diff] [blame] | 179 | { |
| 180 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 181 | RunTest<4, armnn::DataType::QAsymmU8>( |
Francis Murtagh | 98d6b3d | 2019-10-21 10:52:54 +0100 | [diff] [blame] | 182 | 0, |
| 183 | { {"inputTensor", { 1, 2, 3, 4, 5, 6, 7, 8, |
| 184 | 9, 10, 11, 12, 13, 14, 15, 16 } } }, |
| 185 | { {"outputTensor1", { 1, 2, 3, 4, 9, 10, 11, 12 } }, |
| 186 | {"outputTensor2", { 5, 6, 7, 8, 13, 14, 15, 16 } } }); |
| 187 | } |
| 188 | |
| 189 | struct SimpleSplitAxisThreeFixtureUint8 : SplitFixture |
| 190 | { |
| 191 | SimpleSplitAxisThreeFixtureUint8() |
| 192 | : SplitFixture( "[ 2, 2, 2, 2 ]", "[ ]", "2", "[ 2, 2, 2, 1 ]", "[ 2, 2, 2, 1 ]", "[ 3, 0, 0, 0 ]", "UINT8") |
| 193 | {} |
| 194 | }; |
| 195 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 196 | TEST_CASE_FIXTURE(SimpleSplitAxisThreeFixtureUint8, "ParseAxisThreeSplitTwoUint8") |
Francis Murtagh | 98d6b3d | 2019-10-21 10:52:54 +0100 | [diff] [blame] | 197 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 198 | RunTest<4, armnn::DataType::QAsymmU8>( |
Francis Murtagh | 98d6b3d | 2019-10-21 10:52:54 +0100 | [diff] [blame] | 199 | 0, |
| 200 | { {"inputTensor", { 1, 2, 3, 4, 5, 6, 7, 8, |
| 201 | 9, 10, 11, 12, 13, 14, 15, 16 } } }, |
| 202 | { {"outputTensor1", { 1, 3, 5, 7, 9, 11, 13, 15 } }, |
| 203 | {"outputTensor2", { 2, 4, 6, 8, 10, 12, 14, 16 } } } ); |
| 204 | } |
| 205 | |
| 206 | struct SimpleSplit2DFixtureUint8 : SplitFixture |
| 207 | { |
| 208 | SimpleSplit2DFixtureUint8() |
| 209 | : SplitFixture( "[ 1, 8 ]", "[ ]", "2", "[ 1, 4 ]", "[ 1, 4 ]", "[ 1, 0, 0, 0 ]", "UINT8") |
| 210 | {} |
| 211 | }; |
| 212 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 213 | TEST_CASE_FIXTURE(SimpleSplit2DFixtureUint8, "SimpleSplit2DUint8") |
Francis Murtagh | 98d6b3d | 2019-10-21 10:52:54 +0100 | [diff] [blame] | 214 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 215 | RunTest<2, armnn::DataType::QAsymmU8>( |
Narumol Prangnawarat | 17660e6 | 2019-04-18 16:56:19 +0100 | [diff] [blame] | 216 | 0, |
Francis Murtagh | 98d6b3d | 2019-10-21 10:52:54 +0100 | [diff] [blame] | 217 | { {"inputTensor", { 1, 2, 3, 4, 5, 6, 7, 8 } } }, |
| 218 | { {"outputTensor1", { 1, 2, 3, 4 } }, |
| 219 | {"outputTensor2", { 5, 6, 7, 8 } } } ); |
| 220 | } |
| 221 | |
| 222 | struct SimpleSplit3DFixtureUint8 : SplitFixture |
| 223 | { |
| 224 | SimpleSplit3DFixtureUint8() |
| 225 | : SplitFixture( "[ 1, 8, 2 ]", "[ ]", "2", "[ 1, 4, 2 ]", "[ 1, 4, 2 ]", "[ 1, 0, 0, 0 ]", "UINT8") |
| 226 | {} |
| 227 | }; |
| 228 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 229 | TEST_CASE_FIXTURE(SimpleSplit3DFixtureUint8, "SimpleSplit3DUint8") |
Francis Murtagh | 98d6b3d | 2019-10-21 10:52:54 +0100 | [diff] [blame] | 230 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 231 | RunTest<3, armnn::DataType::QAsymmU8>( |
Francis Murtagh | 98d6b3d | 2019-10-21 10:52:54 +0100 | [diff] [blame] | 232 | 0, |
| 233 | { {"inputTensor", { 1, 2, 3, 4, 5, 6, 7, 8, |
| 234 | 9, 10, 11, 12, 13, 14, 15, 16 } } }, |
| 235 | { {"outputTensor1", { 1, 2, 3, 4, 5, 6, 7, 8 } }, |
| 236 | {"outputTensor2", { 9, 10, 11, 12, 13, 14, 15, 16 } } } ); |
Narumol Prangnawarat | 17660e6 | 2019-04-18 16:56:19 +0100 | [diff] [blame] | 237 | } |
| 238 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 239 | } |