| Samuel Yap | a04f4a1 | 2022-08-19 11:14:38 +0100 | [diff] [blame^] | 1 | // |
| 2 | // Copyright © 2022 Arm Ltd and Contributors. All rights reserved. |
| 3 | // SPDX-License-Identifier: MIT |
| 4 | // |
| 5 | |
| 6 | #include "ParserFlatbuffersSerializeFixture.hpp" |
| 7 | #include <armnnDeserializer/IDeserializer.hpp> |
| 8 | |
| 9 | #include <doctest/doctest.h> |
| 10 | |
| 11 | #include <string> |
| 12 | |
| 13 | TEST_SUITE("Deserializer_BatchMatMul") |
| 14 | { |
| 15 | struct BatchMatMulFixture : public ParserFlatbuffersSerializeFixture |
| 16 | { |
| 17 | explicit BatchMatMulFixture(const std::string& inputXShape, |
| 18 | const std::string& inputYShape, |
| 19 | const std::string& outputShape, |
| 20 | const std::string& dataType) |
| 21 | { |
| 22 | m_JsonString = R"( |
| 23 | { |
| 24 | inputIds:[ |
| 25 | 0, |
| 26 | 1 |
| 27 | ], |
| 28 | outputIds:[ |
| 29 | 3 |
| 30 | ], |
| 31 | layers:[ |
| 32 | { |
| 33 | layer_type:"InputLayer", |
| 34 | layer:{ |
| 35 | base:{ |
| 36 | layerBindingId:0, |
| 37 | base:{ |
| 38 | index:0, |
| 39 | layerName:"InputXLayer", |
| 40 | layerType:"Input", |
| 41 | inputSlots:[ |
| 42 | { |
| 43 | index:0, |
| 44 | connection:{ |
| 45 | sourceLayerIndex:0, |
| 46 | outputSlotIndex:0 |
| 47 | }, |
| 48 | |
| 49 | } |
| 50 | ], |
| 51 | outputSlots:[ |
| 52 | { |
| 53 | index:0, |
| 54 | tensorInfo:{ |
| 55 | dimensions:)" + inputXShape + R"(, |
| 56 | dataType:)" + dataType + R"( |
| 57 | }, |
| 58 | |
| 59 | } |
| 60 | ], |
| 61 | |
| 62 | }, |
| 63 | |
| 64 | } |
| 65 | }, |
| 66 | |
| 67 | }, |
| 68 | { |
| 69 | layer_type:"InputLayer", |
| 70 | layer:{ |
| 71 | base:{ |
| 72 | layerBindingId:1, |
| 73 | base:{ |
| 74 | index:1, |
| 75 | layerName:"InputYLayer", |
| 76 | layerType:"Input", |
| 77 | inputSlots:[ |
| 78 | { |
| 79 | index:0, |
| 80 | connection:{ |
| 81 | sourceLayerIndex:0, |
| 82 | outputSlotIndex:0 |
| 83 | }, |
| 84 | |
| 85 | } |
| 86 | ], |
| 87 | outputSlots:[ |
| 88 | { |
| 89 | index:0, |
| 90 | tensorInfo:{ |
| 91 | dimensions:)" + inputYShape + R"(, |
| 92 | dataType:)" + dataType + R"( |
| 93 | }, |
| 94 | |
| 95 | } |
| 96 | ], |
| 97 | |
| 98 | }, |
| 99 | |
| 100 | } |
| 101 | }, |
| 102 | |
| 103 | }, |
| 104 | { |
| 105 | layer_type:"BatchMatMulLayer", |
| 106 | layer:{ |
| 107 | base:{ |
| 108 | index:2, |
| 109 | layerName:"BatchMatMulLayer", |
| 110 | layerType:"BatchMatMul", |
| 111 | inputSlots:[ |
| 112 | { |
| 113 | index:0, |
| 114 | connection:{ |
| 115 | sourceLayerIndex:0, |
| 116 | outputSlotIndex:0 |
| 117 | }, |
| 118 | |
| 119 | }, |
| 120 | { |
| 121 | index:1, |
| 122 | connection:{ |
| 123 | sourceLayerIndex:1, |
| 124 | outputSlotIndex:0 |
| 125 | }, |
| 126 | |
| 127 | } |
| 128 | ], |
| 129 | outputSlots:[ |
| 130 | { |
| 131 | index:0, |
| 132 | tensorInfo:{ |
| 133 | dimensions:)" + outputShape + R"(, |
| 134 | dataType:)" + dataType + R"( |
| 135 | }, |
| 136 | |
| 137 | } |
| 138 | ], |
| 139 | |
| 140 | }, |
| 141 | descriptor:{ |
| 142 | transposeX:false, |
| 143 | transposeY:false, |
| 144 | adjointX:false, |
| 145 | adjointY:false, |
| 146 | dataLayoutX:NHWC, |
| 147 | dataLayoutY:NHWC |
| 148 | } |
| 149 | }, |
| 150 | |
| 151 | }, |
| 152 | { |
| 153 | layer_type:"OutputLayer", |
| 154 | layer:{ |
| 155 | base:{ |
| 156 | layerBindingId:0, |
| 157 | base:{ |
| 158 | index:3, |
| 159 | layerName:"OutputLayer", |
| 160 | layerType:"Output", |
| 161 | inputSlots:[ |
| 162 | { |
| 163 | index:0, |
| 164 | connection:{ |
| 165 | sourceLayerIndex:2, |
| 166 | outputSlotIndex:0 |
| 167 | }, |
| 168 | |
| 169 | } |
| 170 | ], |
| 171 | outputSlots:[ |
| 172 | { |
| 173 | index:0, |
| 174 | tensorInfo:{ |
| 175 | dimensions:)" + outputShape + R"(, |
| 176 | dataType:)" + dataType + R"( |
| 177 | }, |
| 178 | |
| 179 | } |
| 180 | ], |
| 181 | |
| 182 | } |
| 183 | } |
| 184 | }, |
| 185 | |
| 186 | } |
| 187 | ] |
| 188 | } |
| 189 | )"; |
| 190 | Setup(); |
| 191 | } |
| 192 | }; |
| 193 | |
| 194 | struct SimpleBatchMatMulFixture : BatchMatMulFixture |
| 195 | { |
| 196 | SimpleBatchMatMulFixture() |
| 197 | : BatchMatMulFixture("[ 1, 2, 2, 1 ]", |
| 198 | "[ 1, 2, 2, 1 ]", |
| 199 | "[ 1, 2, 2, 1 ]", |
| 200 | "Float32") |
| 201 | {} |
| 202 | }; |
| 203 | |
| 204 | TEST_CASE_FIXTURE(SimpleBatchMatMulFixture, "SimpleBatchMatMulTest") |
| 205 | { |
| 206 | RunTest<4, armnn::DataType::Float32>( |
| 207 | 0, |
| 208 | {{"InputXLayer", { 1.0f, 2.0f, 3.0f, 4.0f }}, |
| 209 | {"InputYLayer", { 5.0f, 6.0f, 7.0f, 8.0f }}}, |
| 210 | {{"OutputLayer", { 19.0f, 22.0f, 43.0f, 50.0f }}}); |
| 211 | } |
| 212 | |
| 213 | } |