Nina Drozd | 0324f48 | 2019-04-08 10:52:10 +0100 | [diff] [blame] | 1 | // |
Finn Williams | b49ed18 | 2021-06-29 15:50:08 +0100 | [diff] [blame] | 2 | // Copyright © 2017 Arm Ltd and Contributors. All rights reserved. |
Nina Drozd | 0324f48 | 2019-04-08 10:52:10 +0100 | [diff] [blame] | 3 | // SPDX-License-Identifier: MIT |
| 4 | // |
| 5 | |
Nina Drozd | 0324f48 | 2019-04-08 10:52:10 +0100 | [diff] [blame] | 6 | #include "ParserFlatbuffersFixture.hpp" |
Nina Drozd | 0324f48 | 2019-04-08 10:52:10 +0100 | [diff] [blame] | 7 | |
Nina Drozd | 0324f48 | 2019-04-08 10:52:10 +0100 | [diff] [blame] | 8 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 9 | TEST_SUITE("TensorflowLiteParser_Split") |
| 10 | { |
Nina Drozd | 0324f48 | 2019-04-08 10:52:10 +0100 | [diff] [blame] | 11 | struct SplitFixture : public ParserFlatbuffersFixture |
| 12 | { |
Narumol Prangnawarat | 17660e6 | 2019-04-18 16:56:19 +0100 | [diff] [blame] | 13 | explicit SplitFixture(const std::string& inputShape, |
| 14 | const std::string& axisShape, |
| 15 | const std::string& numSplits, |
| 16 | const std::string& outputShape1, |
| 17 | const std::string& outputShape2, |
Francis Murtagh | 98d6b3d | 2019-10-21 10:52:54 +0100 | [diff] [blame] | 18 | const std::string& axisData, |
| 19 | const std::string& dataType) |
Nina Drozd | 0324f48 | 2019-04-08 10:52:10 +0100 | [diff] [blame] | 20 | { |
| 21 | m_JsonString = R"( |
| 22 | { |
| 23 | "version": 3, |
| 24 | "operator_codes": [ { "builtin_code": "SPLIT" } ], |
| 25 | "subgraphs": [ { |
| 26 | "tensors": [ |
| 27 | { |
| 28 | "shape": )" + inputShape + R"(, |
Francis Murtagh | 98d6b3d | 2019-10-21 10:52:54 +0100 | [diff] [blame] | 29 | "type": )" + dataType + R"(, |
Nina Drozd | 0324f48 | 2019-04-08 10:52:10 +0100 | [diff] [blame] | 30 | "buffer": 0, |
| 31 | "name": "inputTensor", |
| 32 | "quantization": { |
| 33 | "min": [ 0.0 ], |
| 34 | "max": [ 255.0 ], |
| 35 | "scale": [ 1.0 ], |
| 36 | "zero_point": [ 0 ], |
| 37 | } |
| 38 | }, |
| 39 | { |
| 40 | "shape": )" + axisShape + R"(, |
| 41 | "type": "INT32", |
| 42 | "buffer": 1, |
| 43 | "name": "axis", |
| 44 | "quantization": { |
| 45 | "min": [ 0.0 ], |
| 46 | "max": [ 255.0 ], |
| 47 | "scale": [ 1.0 ], |
| 48 | "zero_point": [ 0 ], |
| 49 | } |
| 50 | }, |
| 51 | { |
| 52 | "shape": )" + outputShape1 + R"( , |
Francis Murtagh | 98d6b3d | 2019-10-21 10:52:54 +0100 | [diff] [blame] | 53 | "type":)" + dataType + R"(, |
Nina Drozd | 0324f48 | 2019-04-08 10:52:10 +0100 | [diff] [blame] | 54 | "buffer": 2, |
| 55 | "name": "outputTensor1", |
| 56 | "quantization": { |
| 57 | "min": [ 0.0 ], |
| 58 | "max": [ 255.0 ], |
| 59 | "scale": [ 1.0 ], |
| 60 | "zero_point": [ 0 ], |
| 61 | } |
| 62 | }, |
| 63 | { |
| 64 | "shape": )" + outputShape2 + R"( , |
Francis Murtagh | 98d6b3d | 2019-10-21 10:52:54 +0100 | [diff] [blame] | 65 | "type":)" + dataType + R"(, |
Nina Drozd | 0324f48 | 2019-04-08 10:52:10 +0100 | [diff] [blame] | 66 | "buffer": 3, |
| 67 | "name": "outputTensor2", |
| 68 | "quantization": { |
| 69 | "min": [ 0.0 ], |
| 70 | "max": [ 255.0 ], |
| 71 | "scale": [ 1.0 ], |
| 72 | "zero_point": [ 0 ], |
| 73 | } |
| 74 | } |
| 75 | ], |
Narumol Prangnawarat | 17660e6 | 2019-04-18 16:56:19 +0100 | [diff] [blame] | 76 | "inputs": [ 0 ], |
Nina Drozd | 0324f48 | 2019-04-08 10:52:10 +0100 | [diff] [blame] | 77 | "outputs": [ 2, 3 ], |
| 78 | "operators": [ |
| 79 | { |
| 80 | "opcode_index": 0, |
Narumol Prangnawarat | 17660e6 | 2019-04-18 16:56:19 +0100 | [diff] [blame] | 81 | "inputs": [ 1, 0 ], |
Nina Drozd | 0324f48 | 2019-04-08 10:52:10 +0100 | [diff] [blame] | 82 | "outputs": [ 2, 3 ], |
| 83 | "builtin_options_type": "SplitOptions", |
| 84 | "builtin_options": { |
| 85 | "num_splits": )" + numSplits + R"( |
| 86 | }, |
| 87 | "custom_options_format": "FLEXBUFFERS" |
| 88 | } |
| 89 | ], |
| 90 | } ], |
Narumol Prangnawarat | 17660e6 | 2019-04-18 16:56:19 +0100 | [diff] [blame] | 91 | "buffers" : [ {}, {"data": )" + axisData + R"( }, {}, {} ] |
Nina Drozd | 0324f48 | 2019-04-08 10:52:10 +0100 | [diff] [blame] | 92 | } |
| 93 | )"; |
| 94 | |
| 95 | Setup(); |
| 96 | } |
| 97 | }; |
| 98 | |
| 99 | |
Francis Murtagh | 98d6b3d | 2019-10-21 10:52:54 +0100 | [diff] [blame] | 100 | struct SimpleSplitFixtureFloat32 : SplitFixture |
Nina Drozd | 0324f48 | 2019-04-08 10:52:10 +0100 | [diff] [blame] | 101 | { |
Francis Murtagh | 98d6b3d | 2019-10-21 10:52:54 +0100 | [diff] [blame] | 102 | SimpleSplitFixtureFloat32() |
| 103 | : SplitFixture( "[ 2, 2, 2, 2 ]", "[ ]", "2", "[ 2, 1, 2, 2 ]", "[ 2, 1, 2, 2 ]", "[ 1, 0, 0, 0 ]", "FLOAT32") |
| 104 | {} |
Nina Drozd | 0324f48 | 2019-04-08 10:52:10 +0100 | [diff] [blame] | 105 | }; |
| 106 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 107 | TEST_CASE_FIXTURE(SimpleSplitFixtureFloat32, "ParseAxisOneSplitTwoFloat32") |
Nina Drozd | 0324f48 | 2019-04-08 10:52:10 +0100 | [diff] [blame] | 108 | { |
| 109 | |
| 110 | RunTest<4, armnn::DataType::Float32>( |
| 111 | 0, |
Francis Murtagh | 98d6b3d | 2019-10-21 10:52:54 +0100 | [diff] [blame] | 112 | { {"inputTensor", { 1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f, 7.0f, 8.0f, |
| 113 | 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] | 114 | { {"outputTensor1", { 1.0f, 2.0f, 3.0f, 4.0f, 9.0f, 10.0f, 11.0f, 12.0f } }, |
| 115 | {"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] | 116 | } |
| 117 | |
Francis Murtagh | 98d6b3d | 2019-10-21 10:52:54 +0100 | [diff] [blame] | 118 | struct SimpleSplitAxisThreeFixtureFloat32 : SplitFixture |
Nina Drozd | 0324f48 | 2019-04-08 10:52:10 +0100 | [diff] [blame] | 119 | { |
Francis Murtagh | 98d6b3d | 2019-10-21 10:52:54 +0100 | [diff] [blame] | 120 | SimpleSplitAxisThreeFixtureFloat32() |
| 121 | : SplitFixture( "[ 2, 2, 2, 2 ]", "[ ]", "2", "[ 2, 2, 2, 1 ]", "[ 2, 2, 2, 1 ]", "[ 3, 0, 0, 0 ]", "FLOAT32") |
| 122 | {} |
Nina Drozd | 0324f48 | 2019-04-08 10:52:10 +0100 | [diff] [blame] | 123 | }; |
| 124 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 125 | TEST_CASE_FIXTURE(SimpleSplitAxisThreeFixtureFloat32, "ParseAxisThreeSplitTwoFloat32") |
Nina Drozd | 0324f48 | 2019-04-08 10:52:10 +0100 | [diff] [blame] | 126 | { |
| 127 | RunTest<4, armnn::DataType::Float32>( |
| 128 | 0, |
Francis Murtagh | 98d6b3d | 2019-10-21 10:52:54 +0100 | [diff] [blame] | 129 | { {"inputTensor", { 1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f, 7.0f, 8.0f, |
| 130 | 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] | 131 | { {"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] | 132 | {"outputTensor2", { 2.0f, 4.0f, 6.0f, 8.0f, 10.0f, 12.0f, 14.0f, 16.0f } } } ); |
| 133 | } |
| 134 | |
Francis Murtagh | 98d6b3d | 2019-10-21 10:52:54 +0100 | [diff] [blame] | 135 | struct SimpleSplit2DFixtureFloat32 : SplitFixture |
Narumol Prangnawarat | 17660e6 | 2019-04-18 16:56:19 +0100 | [diff] [blame] | 136 | { |
Francis Murtagh | 98d6b3d | 2019-10-21 10:52:54 +0100 | [diff] [blame] | 137 | SimpleSplit2DFixtureFloat32() |
| 138 | : SplitFixture( "[ 1, 8 ]", "[ ]", "2", "[ 1, 4 ]", "[ 1, 4 ]", "[ 1, 0, 0, 0 ]", "FLOAT32") |
| 139 | {} |
Narumol Prangnawarat | 17660e6 | 2019-04-18 16:56:19 +0100 | [diff] [blame] | 140 | }; |
| 141 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 142 | TEST_CASE_FIXTURE(SimpleSplit2DFixtureFloat32, "SimpleSplit2DFloat32") |
Narumol Prangnawarat | 17660e6 | 2019-04-18 16:56:19 +0100 | [diff] [blame] | 143 | { |
| 144 | RunTest<2, armnn::DataType::Float32>( |
Francis Murtagh | 98d6b3d | 2019-10-21 10:52:54 +0100 | [diff] [blame] | 145 | 0, |
| 146 | { {"inputTensor", { 1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f, 7.0f, 8.0f } } }, |
| 147 | { {"outputTensor1", { 1.0f, 2.0f, 3.0f, 4.0f } }, |
| 148 | {"outputTensor2", { 5.0f, 6.0f, 7.0f, 8.0f } } } ); |
Narumol Prangnawarat | 17660e6 | 2019-04-18 16:56:19 +0100 | [diff] [blame] | 149 | } |
| 150 | |
Francis Murtagh | 98d6b3d | 2019-10-21 10:52:54 +0100 | [diff] [blame] | 151 | struct SimpleSplit3DFixtureFloat32 : SplitFixture |
Narumol Prangnawarat | 17660e6 | 2019-04-18 16:56:19 +0100 | [diff] [blame] | 152 | { |
Francis Murtagh | 98d6b3d | 2019-10-21 10:52:54 +0100 | [diff] [blame] | 153 | SimpleSplit3DFixtureFloat32() |
| 154 | : SplitFixture( "[ 1, 8, 2 ]", "[ ]", "2", "[ 1, 4, 2 ]", "[ 1, 4, 2 ]", "[ 1, 0, 0, 0 ]", "FLOAT32") |
| 155 | {} |
Narumol Prangnawarat | 17660e6 | 2019-04-18 16:56:19 +0100 | [diff] [blame] | 156 | }; |
| 157 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 158 | TEST_CASE_FIXTURE(SimpleSplit3DFixtureFloat32, "SimpleSplit3DFloat32") |
Narumol Prangnawarat | 17660e6 | 2019-04-18 16:56:19 +0100 | [diff] [blame] | 159 | { |
| 160 | RunTest<3, armnn::DataType::Float32>( |
Francis Murtagh | 98d6b3d | 2019-10-21 10:52:54 +0100 | [diff] [blame] | 161 | 0, |
| 162 | { {"inputTensor", { 1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f, 7.0f, 8.0f, |
| 163 | 9.0f, 10.0f, 11.0f, 12.0f, 13.0f, 14.0f, 15.0f, 16.0f } } }, |
| 164 | { {"outputTensor1", { 1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f, 7.0f, 8.0f } }, |
| 165 | {"outputTensor2", { 9.0f, 10.0f, 11.0f, 12.0f, 13.0f, 14.0f, 15.0f, 16.0f } } } ); |
| 166 | } |
| 167 | |
| 168 | struct SimpleSplitFixtureUint8 : SplitFixture |
| 169 | { |
| 170 | SimpleSplitFixtureUint8() |
| 171 | : SplitFixture( "[ 2, 2, 2, 2 ]", "[ ]", "2", "[ 2, 1, 2, 2 ]", "[ 2, 1, 2, 2 ]", "[ 1, 0, 0, 0 ]", "UINT8") |
| 172 | {} |
| 173 | }; |
| 174 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 175 | TEST_CASE_FIXTURE(SimpleSplitFixtureUint8, "ParseAxisOneSplitTwoUint8") |
Francis Murtagh | 98d6b3d | 2019-10-21 10:52:54 +0100 | [diff] [blame] | 176 | { |
| 177 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 178 | RunTest<4, armnn::DataType::QAsymmU8>( |
Francis Murtagh | 98d6b3d | 2019-10-21 10:52:54 +0100 | [diff] [blame] | 179 | 0, |
| 180 | { {"inputTensor", { 1, 2, 3, 4, 5, 6, 7, 8, |
| 181 | 9, 10, 11, 12, 13, 14, 15, 16 } } }, |
| 182 | { {"outputTensor1", { 1, 2, 3, 4, 9, 10, 11, 12 } }, |
| 183 | {"outputTensor2", { 5, 6, 7, 8, 13, 14, 15, 16 } } }); |
| 184 | } |
| 185 | |
| 186 | struct SimpleSplitAxisThreeFixtureUint8 : SplitFixture |
| 187 | { |
| 188 | SimpleSplitAxisThreeFixtureUint8() |
| 189 | : SplitFixture( "[ 2, 2, 2, 2 ]", "[ ]", "2", "[ 2, 2, 2, 1 ]", "[ 2, 2, 2, 1 ]", "[ 3, 0, 0, 0 ]", "UINT8") |
| 190 | {} |
| 191 | }; |
| 192 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 193 | TEST_CASE_FIXTURE(SimpleSplitAxisThreeFixtureUint8, "ParseAxisThreeSplitTwoUint8") |
Francis Murtagh | 98d6b3d | 2019-10-21 10:52:54 +0100 | [diff] [blame] | 194 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 195 | RunTest<4, armnn::DataType::QAsymmU8>( |
Francis Murtagh | 98d6b3d | 2019-10-21 10:52:54 +0100 | [diff] [blame] | 196 | 0, |
| 197 | { {"inputTensor", { 1, 2, 3, 4, 5, 6, 7, 8, |
| 198 | 9, 10, 11, 12, 13, 14, 15, 16 } } }, |
| 199 | { {"outputTensor1", { 1, 3, 5, 7, 9, 11, 13, 15 } }, |
| 200 | {"outputTensor2", { 2, 4, 6, 8, 10, 12, 14, 16 } } } ); |
| 201 | } |
| 202 | |
| 203 | struct SimpleSplit2DFixtureUint8 : SplitFixture |
| 204 | { |
| 205 | SimpleSplit2DFixtureUint8() |
| 206 | : SplitFixture( "[ 1, 8 ]", "[ ]", "2", "[ 1, 4 ]", "[ 1, 4 ]", "[ 1, 0, 0, 0 ]", "UINT8") |
| 207 | {} |
| 208 | }; |
| 209 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 210 | TEST_CASE_FIXTURE(SimpleSplit2DFixtureUint8, "SimpleSplit2DUint8") |
Francis Murtagh | 98d6b3d | 2019-10-21 10:52:54 +0100 | [diff] [blame] | 211 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 212 | RunTest<2, armnn::DataType::QAsymmU8>( |
Narumol Prangnawarat | 17660e6 | 2019-04-18 16:56:19 +0100 | [diff] [blame] | 213 | 0, |
Francis Murtagh | 98d6b3d | 2019-10-21 10:52:54 +0100 | [diff] [blame] | 214 | { {"inputTensor", { 1, 2, 3, 4, 5, 6, 7, 8 } } }, |
| 215 | { {"outputTensor1", { 1, 2, 3, 4 } }, |
| 216 | {"outputTensor2", { 5, 6, 7, 8 } } } ); |
| 217 | } |
| 218 | |
| 219 | struct SimpleSplit3DFixtureUint8 : SplitFixture |
| 220 | { |
| 221 | SimpleSplit3DFixtureUint8() |
| 222 | : SplitFixture( "[ 1, 8, 2 ]", "[ ]", "2", "[ 1, 4, 2 ]", "[ 1, 4, 2 ]", "[ 1, 0, 0, 0 ]", "UINT8") |
| 223 | {} |
| 224 | }; |
| 225 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 226 | TEST_CASE_FIXTURE(SimpleSplit3DFixtureUint8, "SimpleSplit3DUint8") |
Francis Murtagh | 98d6b3d | 2019-10-21 10:52:54 +0100 | [diff] [blame] | 227 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 228 | RunTest<3, armnn::DataType::QAsymmU8>( |
Francis Murtagh | 98d6b3d | 2019-10-21 10:52:54 +0100 | [diff] [blame] | 229 | 0, |
| 230 | { {"inputTensor", { 1, 2, 3, 4, 5, 6, 7, 8, |
| 231 | 9, 10, 11, 12, 13, 14, 15, 16 } } }, |
| 232 | { {"outputTensor1", { 1, 2, 3, 4, 5, 6, 7, 8 } }, |
| 233 | {"outputTensor2", { 9, 10, 11, 12, 13, 14, 15, 16 } } } ); |
Narumol Prangnawarat | 17660e6 | 2019-04-18 16:56:19 +0100 | [diff] [blame] | 234 | } |
| 235 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 236 | } |