Bruno Goncalves | 8f6d7a7 | 2019-02-12 22:58:18 -0200 | [diff] [blame] | 1 | // |
| 2 | // Copyright © 2017 Arm Ltd. All rights reserved. |
| 3 | // SPDX-License-Identifier: MIT |
| 4 | // |
| 5 | |
Bruno Goncalves | 8f6d7a7 | 2019-02-12 22:58:18 -0200 | [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_Minimum") |
| 13 | { |
Bruno Goncalves | 8f6d7a7 | 2019-02-12 22:58:18 -0200 | [diff] [blame] | 14 | struct MinimumFixture : public ParserFlatbuffersFixture |
| 15 | { |
| 16 | explicit MinimumFixture(const std::string & inputShape1, |
| 17 | const std::string & inputShape2, |
| 18 | const std::string & outputShape) |
| 19 | { |
| 20 | m_JsonString = R"( |
| 21 | { |
| 22 | "version": 3, |
| 23 | "operator_codes": [ { "builtin_code": "MINIMUM" } ], |
| 24 | "subgraphs": [ { |
| 25 | "tensors": [ |
| 26 | { |
| 27 | "shape": )" + inputShape1 + R"(, |
| 28 | "type": "FLOAT32", |
| 29 | "buffer": 0, |
| 30 | "name": "inputTensor1", |
| 31 | "quantization": { |
| 32 | "min": [ 0.0 ], |
| 33 | "max": [ 255.0 ], |
| 34 | "scale": [ 1.0 ], |
| 35 | "zero_point": [ 0 ], |
| 36 | } |
| 37 | }, |
| 38 | { |
| 39 | "shape": )" + inputShape2 + R"(, |
| 40 | "type": "FLOAT32", |
| 41 | "buffer": 1, |
| 42 | "name": "inputTensor2", |
| 43 | "quantization": { |
| 44 | "min": [ 0.0 ], |
| 45 | "max": [ 255.0 ], |
| 46 | "scale": [ 1.0 ], |
| 47 | "zero_point": [ 0 ], |
| 48 | } |
| 49 | }, |
| 50 | { |
| 51 | "shape": )" + outputShape + R"( , |
| 52 | "type": "FLOAT32", |
| 53 | "buffer": 2, |
| 54 | "name": "outputTensor", |
| 55 | "quantization": { |
| 56 | "min": [ 0.0 ], |
| 57 | "max": [ 255.0 ], |
| 58 | "scale": [ 1.0 ], |
| 59 | "zero_point": [ 0 ], |
| 60 | } |
| 61 | } |
| 62 | ], |
| 63 | "inputs": [ 0, 1 ], |
| 64 | "outputs": [ 2 ], |
| 65 | "operators": [ |
| 66 | { |
| 67 | "opcode_index": 0, |
| 68 | "inputs": [ 0, 1 ], |
| 69 | "outputs": [ 2 ], |
| 70 | "custom_options_format": "FLEXBUFFERS" |
| 71 | } |
| 72 | ], |
| 73 | } ], |
| 74 | "buffers" : [ |
| 75 | { }, |
| 76 | { } |
| 77 | ] |
| 78 | } |
| 79 | )"; |
| 80 | Setup(); |
| 81 | } |
| 82 | }; |
| 83 | |
| 84 | |
| 85 | struct MinimumFixture4D : MinimumFixture |
| 86 | { |
| 87 | MinimumFixture4D() : MinimumFixture("[ 1, 2, 2, 3 ]", |
| 88 | "[ 1, 2, 2, 3 ]", |
| 89 | "[ 1, 2, 2, 3 ]") {} |
| 90 | }; |
| 91 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 92 | TEST_CASE_FIXTURE(MinimumFixture4D, "ParseMinimum4D") |
Bruno Goncalves | 8f6d7a7 | 2019-02-12 22:58:18 -0200 | [diff] [blame] | 93 | { |
| 94 | RunTest<4, armnn::DataType::Float32>( |
| 95 | 0, |
| 96 | {{"inputTensor1", { 0.0f, 1.0f, 2.0f, |
| 97 | 3.0f, 4.0f, 5.0f, |
| 98 | 6.0f, 7.0f, 8.0f, |
| 99 | 9.0f, 10.0f, 11.0f }}, |
| 100 | {"inputTensor2", { 0.0f, 0.0f, 0.0f, |
| 101 | 5.0f, 5.0f, 5.0f, |
| 102 | 7.0f, 7.0f, 7.0f, |
| 103 | 9.0f, 9.0f, 9.0f }}}, |
| 104 | {{"outputTensor", { 0.0f, 0.0f, 0.0f, |
| 105 | 3.0f, 4.0f, 5.0f, |
| 106 | 6.0f, 7.0f, 7.0f, |
| 107 | 9.0f, 9.0f, 9.0f }}}); |
| 108 | } |
| 109 | |
| 110 | struct MinimumBroadcastFixture4D : MinimumFixture |
| 111 | { |
| 112 | MinimumBroadcastFixture4D() : MinimumFixture("[ 1, 1, 2, 1 ]", |
| 113 | "[ 1, 2, 1, 3 ]", |
| 114 | "[ 1, 2, 2, 3 ]") {} |
| 115 | }; |
| 116 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 117 | TEST_CASE_FIXTURE(MinimumBroadcastFixture4D, "ParseMinimumBroadcast4D") |
Bruno Goncalves | 8f6d7a7 | 2019-02-12 22:58:18 -0200 | [diff] [blame] | 118 | { |
| 119 | RunTest<4, armnn::DataType::Float32>( |
| 120 | 0, |
| 121 | {{"inputTensor1", { 2.0f, |
| 122 | 4.0f }}, |
| 123 | {"inputTensor2", { 1.0f, 2.0f, 3.0f, |
| 124 | 4.0f, 5.0f, 6.0f }}}, |
| 125 | {{"outputTensor", { 1.0f, 2.0f, 2.0f, |
| 126 | 1.0f, 2.0f, 3.0f, |
| 127 | 2.0f, 2.0f, 2.0f, |
| 128 | 4.0f, 4.0f, 4.0f }}}); |
| 129 | } |
| 130 | |
| 131 | struct MinimumBroadcastFixture4D1D : MinimumFixture |
| 132 | { |
| 133 | MinimumBroadcastFixture4D1D() : MinimumFixture("[ 1, 2, 2, 3 ]", |
| 134 | "[ 1 ]", |
| 135 | "[ 1, 2, 2, 3 ]") {} |
| 136 | }; |
| 137 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 138 | TEST_CASE_FIXTURE(MinimumBroadcastFixture4D1D, "ParseMinimumBroadcast4D1D") |
Bruno Goncalves | 8f6d7a7 | 2019-02-12 22:58:18 -0200 | [diff] [blame] | 139 | { |
| 140 | RunTest<4, armnn::DataType::Float32>( |
| 141 | 0, |
| 142 | {{"inputTensor1", { 0.0f, 1.0f, 2.0f, |
| 143 | 3.0f, 4.0f, 5.0f, |
| 144 | 6.0f, 7.0f, 8.0f, |
| 145 | 9.0f, 10.0f, 11.0f }}, |
| 146 | {"inputTensor2", { 5.0f }}}, |
| 147 | {{"outputTensor", { 0.0f, 1.0f, 2.0f, |
| 148 | 3.0f, 4.0f, 5.0f, |
| 149 | 5.0f, 5.0f, 5.0f, |
| 150 | 5.0f, 5.0f, 5.0f }}}); |
| 151 | } |
| 152 | |
| 153 | struct MinimumBroadcastFixture1D4D : MinimumFixture |
| 154 | { |
| 155 | MinimumBroadcastFixture1D4D() : MinimumFixture("[ 3 ]", |
| 156 | "[ 1, 2, 2, 3 ]", |
| 157 | "[ 1, 2, 2, 3 ]") {} |
| 158 | }; |
| 159 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 160 | TEST_CASE_FIXTURE(MinimumBroadcastFixture1D4D, "ParseMinimumBroadcast1D4D") |
Bruno Goncalves | 8f6d7a7 | 2019-02-12 22:58:18 -0200 | [diff] [blame] | 161 | { |
| 162 | RunTest<4, armnn::DataType::Float32>( |
| 163 | 0, |
| 164 | {{"inputTensor1", { 5.0f, 6.0f, 7.0f }}, |
| 165 | {"inputTensor2", { 0.0f, 1.0f, 2.0f, |
| 166 | 3.0f, 4.0f, 5.0f, |
| 167 | 6.0f, 7.0f, 8.0f, |
| 168 | 9.0f, 10.0f, 11.0f }}}, |
| 169 | {{"outputTensor", { 0.0f, 1.0f, 2.0f, |
| 170 | 3.0f, 4.0f, 5.0f, |
| 171 | 5.0f, 6.0f, 7.0f, |
| 172 | 5.0f, 6.0f, 7.0f }}}); |
| 173 | } |
| 174 | |
Narumol Prangnawarat | 4818d46 | 2019-04-17 11:22:38 +0100 | [diff] [blame] | 175 | struct MinimumBroadcastFixture2D0D : public ParserFlatbuffersFixture |
| 176 | { |
| 177 | explicit MinimumBroadcastFixture2D0D() |
| 178 | { |
| 179 | m_JsonString = R"( |
| 180 | { |
| 181 | "version": 3, |
| 182 | "operator_codes": [ { "builtin_code": "MINIMUM" } ], |
| 183 | "subgraphs": [ { |
| 184 | "tensors": [ |
| 185 | { |
| 186 | "shape": [ 1, 2 ], |
| 187 | "type": "FLOAT32", |
| 188 | "buffer": 0, |
| 189 | "name": "input0", |
| 190 | "quantization": { |
| 191 | "min": [ 0.0 ], |
| 192 | "max": [ 255.0 ], |
| 193 | "scale": [ 1.0 ], |
| 194 | "zero_point": [ 0 ], |
| 195 | } |
| 196 | }, |
| 197 | { |
| 198 | "shape": [ ], |
| 199 | "type": "FLOAT32", |
| 200 | "buffer": 2, |
| 201 | "name": "input1", |
| 202 | "quantization": { |
| 203 | "min": [ 0.0 ], |
| 204 | "max": [ 255.0 ], |
| 205 | "scale": [ 1.0 ], |
| 206 | "zero_point": [ 0 ], |
| 207 | } |
| 208 | }, |
| 209 | { |
| 210 | "shape": [ 1, 2 ] , |
| 211 | "type": "FLOAT32", |
| 212 | "buffer": 1, |
| 213 | "name": "output", |
| 214 | "quantization": { |
| 215 | "min": [ 0.0 ], |
| 216 | "max": [ 255.0 ], |
| 217 | "scale": [ 1.0 ], |
| 218 | "zero_point": [ 0 ], |
| 219 | } |
| 220 | } |
| 221 | ], |
| 222 | "inputs": [ 0 ], |
| 223 | "outputs": [ 2 ], |
| 224 | "operators": [ |
| 225 | { |
| 226 | "opcode_index": 0, |
| 227 | "inputs": [ 0, 1 ], |
| 228 | "outputs": [ 2 ], |
| 229 | "custom_options_format": "FLEXBUFFERS" |
| 230 | } |
| 231 | ], |
| 232 | } ], |
| 233 | "buffers" : [ |
| 234 | { }, |
| 235 | { }, |
| 236 | { "data": [ 0, 0, 0, 64 ] } |
| 237 | ] |
| 238 | } |
| 239 | )"; |
| 240 | Setup(); |
| 241 | } |
| 242 | }; |
| 243 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 244 | TEST_CASE_FIXTURE(MinimumBroadcastFixture2D0D, "ParseMinimumBroadcast2D0D") |
Narumol Prangnawarat | 4818d46 | 2019-04-17 11:22:38 +0100 | [diff] [blame] | 245 | { |
| 246 | RunTest<2, armnn::DataType::Float32>( |
| 247 | 0, |
| 248 | {{"input0", { 1.0f, 5.0f }}}, |
| 249 | {{"output", { 1.0f, 2.0f }}}); |
| 250 | } |
| 251 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 252 | } |