Bruno Goncalves | 8f6d7a7 | 2019-02-12 22:58:18 -0200 | [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. |
Bruno Goncalves | 8f6d7a7 | 2019-02-12 22:58:18 -0200 | [diff] [blame] | 3 | // SPDX-License-Identifier: MIT |
| 4 | // |
| 5 | |
Bruno Goncalves | 8f6d7a7 | 2019-02-12 22:58:18 -0200 | [diff] [blame] | 6 | #include "ParserFlatbuffersFixture.hpp" |
Bruno Goncalves | 8f6d7a7 | 2019-02-12 22:58:18 -0200 | [diff] [blame] | 7 | |
Bruno Goncalves | 8f6d7a7 | 2019-02-12 22:58:18 -0200 | [diff] [blame] | 8 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 9 | TEST_SUITE("TensorflowLiteParser_Minimum") |
| 10 | { |
Bruno Goncalves | 8f6d7a7 | 2019-02-12 22:58:18 -0200 | [diff] [blame] | 11 | struct MinimumFixture : public ParserFlatbuffersFixture |
| 12 | { |
| 13 | explicit MinimumFixture(const std::string & inputShape1, |
| 14 | const std::string & inputShape2, |
| 15 | const std::string & outputShape) |
| 16 | { |
| 17 | m_JsonString = R"( |
| 18 | { |
| 19 | "version": 3, |
| 20 | "operator_codes": [ { "builtin_code": "MINIMUM" } ], |
| 21 | "subgraphs": [ { |
| 22 | "tensors": [ |
| 23 | { |
| 24 | "shape": )" + inputShape1 + R"(, |
| 25 | "type": "FLOAT32", |
| 26 | "buffer": 0, |
| 27 | "name": "inputTensor1", |
| 28 | "quantization": { |
| 29 | "min": [ 0.0 ], |
| 30 | "max": [ 255.0 ], |
| 31 | "scale": [ 1.0 ], |
| 32 | "zero_point": [ 0 ], |
| 33 | } |
| 34 | }, |
| 35 | { |
| 36 | "shape": )" + inputShape2 + R"(, |
| 37 | "type": "FLOAT32", |
| 38 | "buffer": 1, |
| 39 | "name": "inputTensor2", |
| 40 | "quantization": { |
| 41 | "min": [ 0.0 ], |
| 42 | "max": [ 255.0 ], |
| 43 | "scale": [ 1.0 ], |
| 44 | "zero_point": [ 0 ], |
| 45 | } |
| 46 | }, |
| 47 | { |
| 48 | "shape": )" + outputShape + R"( , |
| 49 | "type": "FLOAT32", |
| 50 | "buffer": 2, |
| 51 | "name": "outputTensor", |
| 52 | "quantization": { |
| 53 | "min": [ 0.0 ], |
| 54 | "max": [ 255.0 ], |
| 55 | "scale": [ 1.0 ], |
| 56 | "zero_point": [ 0 ], |
| 57 | } |
| 58 | } |
| 59 | ], |
| 60 | "inputs": [ 0, 1 ], |
| 61 | "outputs": [ 2 ], |
| 62 | "operators": [ |
| 63 | { |
| 64 | "opcode_index": 0, |
| 65 | "inputs": [ 0, 1 ], |
| 66 | "outputs": [ 2 ], |
| 67 | "custom_options_format": "FLEXBUFFERS" |
| 68 | } |
| 69 | ], |
| 70 | } ], |
| 71 | "buffers" : [ |
| 72 | { }, |
| 73 | { } |
| 74 | ] |
| 75 | } |
| 76 | )"; |
| 77 | Setup(); |
| 78 | } |
| 79 | }; |
| 80 | |
| 81 | |
| 82 | struct MinimumFixture4D : MinimumFixture |
| 83 | { |
| 84 | MinimumFixture4D() : MinimumFixture("[ 1, 2, 2, 3 ]", |
| 85 | "[ 1, 2, 2, 3 ]", |
| 86 | "[ 1, 2, 2, 3 ]") {} |
| 87 | }; |
| 88 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 89 | TEST_CASE_FIXTURE(MinimumFixture4D, "ParseMinimum4D") |
Bruno Goncalves | 8f6d7a7 | 2019-02-12 22:58:18 -0200 | [diff] [blame] | 90 | { |
| 91 | RunTest<4, armnn::DataType::Float32>( |
| 92 | 0, |
| 93 | {{"inputTensor1", { 0.0f, 1.0f, 2.0f, |
| 94 | 3.0f, 4.0f, 5.0f, |
| 95 | 6.0f, 7.0f, 8.0f, |
| 96 | 9.0f, 10.0f, 11.0f }}, |
| 97 | {"inputTensor2", { 0.0f, 0.0f, 0.0f, |
| 98 | 5.0f, 5.0f, 5.0f, |
| 99 | 7.0f, 7.0f, 7.0f, |
| 100 | 9.0f, 9.0f, 9.0f }}}, |
| 101 | {{"outputTensor", { 0.0f, 0.0f, 0.0f, |
| 102 | 3.0f, 4.0f, 5.0f, |
| 103 | 6.0f, 7.0f, 7.0f, |
| 104 | 9.0f, 9.0f, 9.0f }}}); |
| 105 | } |
| 106 | |
| 107 | struct MinimumBroadcastFixture4D : MinimumFixture |
| 108 | { |
| 109 | MinimumBroadcastFixture4D() : MinimumFixture("[ 1, 1, 2, 1 ]", |
| 110 | "[ 1, 2, 1, 3 ]", |
| 111 | "[ 1, 2, 2, 3 ]") {} |
| 112 | }; |
| 113 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 114 | TEST_CASE_FIXTURE(MinimumBroadcastFixture4D, "ParseMinimumBroadcast4D") |
Bruno Goncalves | 8f6d7a7 | 2019-02-12 22:58:18 -0200 | [diff] [blame] | 115 | { |
| 116 | RunTest<4, armnn::DataType::Float32>( |
| 117 | 0, |
| 118 | {{"inputTensor1", { 2.0f, |
| 119 | 4.0f }}, |
| 120 | {"inputTensor2", { 1.0f, 2.0f, 3.0f, |
| 121 | 4.0f, 5.0f, 6.0f }}}, |
| 122 | {{"outputTensor", { 1.0f, 2.0f, 2.0f, |
| 123 | 1.0f, 2.0f, 3.0f, |
| 124 | 2.0f, 2.0f, 2.0f, |
| 125 | 4.0f, 4.0f, 4.0f }}}); |
| 126 | } |
| 127 | |
| 128 | struct MinimumBroadcastFixture4D1D : MinimumFixture |
| 129 | { |
| 130 | MinimumBroadcastFixture4D1D() : MinimumFixture("[ 1, 2, 2, 3 ]", |
| 131 | "[ 1 ]", |
| 132 | "[ 1, 2, 2, 3 ]") {} |
| 133 | }; |
| 134 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 135 | TEST_CASE_FIXTURE(MinimumBroadcastFixture4D1D, "ParseMinimumBroadcast4D1D") |
Bruno Goncalves | 8f6d7a7 | 2019-02-12 22:58:18 -0200 | [diff] [blame] | 136 | { |
| 137 | RunTest<4, armnn::DataType::Float32>( |
| 138 | 0, |
| 139 | {{"inputTensor1", { 0.0f, 1.0f, 2.0f, |
| 140 | 3.0f, 4.0f, 5.0f, |
| 141 | 6.0f, 7.0f, 8.0f, |
| 142 | 9.0f, 10.0f, 11.0f }}, |
| 143 | {"inputTensor2", { 5.0f }}}, |
| 144 | {{"outputTensor", { 0.0f, 1.0f, 2.0f, |
| 145 | 3.0f, 4.0f, 5.0f, |
| 146 | 5.0f, 5.0f, 5.0f, |
| 147 | 5.0f, 5.0f, 5.0f }}}); |
| 148 | } |
| 149 | |
| 150 | struct MinimumBroadcastFixture1D4D : MinimumFixture |
| 151 | { |
| 152 | MinimumBroadcastFixture1D4D() : MinimumFixture("[ 3 ]", |
| 153 | "[ 1, 2, 2, 3 ]", |
| 154 | "[ 1, 2, 2, 3 ]") {} |
| 155 | }; |
| 156 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 157 | TEST_CASE_FIXTURE(MinimumBroadcastFixture1D4D, "ParseMinimumBroadcast1D4D") |
Bruno Goncalves | 8f6d7a7 | 2019-02-12 22:58:18 -0200 | [diff] [blame] | 158 | { |
| 159 | RunTest<4, armnn::DataType::Float32>( |
| 160 | 0, |
| 161 | {{"inputTensor1", { 5.0f, 6.0f, 7.0f }}, |
| 162 | {"inputTensor2", { 0.0f, 1.0f, 2.0f, |
| 163 | 3.0f, 4.0f, 5.0f, |
| 164 | 6.0f, 7.0f, 8.0f, |
| 165 | 9.0f, 10.0f, 11.0f }}}, |
| 166 | {{"outputTensor", { 0.0f, 1.0f, 2.0f, |
| 167 | 3.0f, 4.0f, 5.0f, |
| 168 | 5.0f, 6.0f, 7.0f, |
| 169 | 5.0f, 6.0f, 7.0f }}}); |
| 170 | } |
| 171 | |
Narumol Prangnawarat | 4818d46 | 2019-04-17 11:22:38 +0100 | [diff] [blame] | 172 | struct MinimumBroadcastFixture2D0D : public ParserFlatbuffersFixture |
| 173 | { |
| 174 | explicit MinimumBroadcastFixture2D0D() |
| 175 | { |
| 176 | m_JsonString = R"( |
| 177 | { |
| 178 | "version": 3, |
| 179 | "operator_codes": [ { "builtin_code": "MINIMUM" } ], |
| 180 | "subgraphs": [ { |
| 181 | "tensors": [ |
| 182 | { |
| 183 | "shape": [ 1, 2 ], |
| 184 | "type": "FLOAT32", |
| 185 | "buffer": 0, |
| 186 | "name": "input0", |
| 187 | "quantization": { |
| 188 | "min": [ 0.0 ], |
| 189 | "max": [ 255.0 ], |
| 190 | "scale": [ 1.0 ], |
| 191 | "zero_point": [ 0 ], |
| 192 | } |
| 193 | }, |
| 194 | { |
| 195 | "shape": [ ], |
| 196 | "type": "FLOAT32", |
| 197 | "buffer": 2, |
| 198 | "name": "input1", |
| 199 | "quantization": { |
| 200 | "min": [ 0.0 ], |
| 201 | "max": [ 255.0 ], |
| 202 | "scale": [ 1.0 ], |
| 203 | "zero_point": [ 0 ], |
| 204 | } |
| 205 | }, |
| 206 | { |
| 207 | "shape": [ 1, 2 ] , |
| 208 | "type": "FLOAT32", |
| 209 | "buffer": 1, |
| 210 | "name": "output", |
| 211 | "quantization": { |
| 212 | "min": [ 0.0 ], |
| 213 | "max": [ 255.0 ], |
| 214 | "scale": [ 1.0 ], |
| 215 | "zero_point": [ 0 ], |
| 216 | } |
| 217 | } |
| 218 | ], |
| 219 | "inputs": [ 0 ], |
| 220 | "outputs": [ 2 ], |
| 221 | "operators": [ |
| 222 | { |
| 223 | "opcode_index": 0, |
| 224 | "inputs": [ 0, 1 ], |
| 225 | "outputs": [ 2 ], |
| 226 | "custom_options_format": "FLEXBUFFERS" |
| 227 | } |
| 228 | ], |
| 229 | } ], |
| 230 | "buffers" : [ |
| 231 | { }, |
| 232 | { }, |
| 233 | { "data": [ 0, 0, 0, 64 ] } |
| 234 | ] |
| 235 | } |
| 236 | )"; |
| 237 | Setup(); |
| 238 | } |
| 239 | }; |
| 240 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 241 | TEST_CASE_FIXTURE(MinimumBroadcastFixture2D0D, "ParseMinimumBroadcast2D0D") |
Narumol Prangnawarat | 4818d46 | 2019-04-17 11:22:38 +0100 | [diff] [blame] | 242 | { |
| 243 | RunTest<2, armnn::DataType::Float32>( |
| 244 | 0, |
| 245 | {{"input0", { 1.0f, 5.0f }}}, |
| 246 | {{"output", { 1.0f, 2.0f }}}); |
| 247 | } |
| 248 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 249 | } |