Nattapat Chaimanowong | ebb0f9c | 2019-03-01 12:14:06 +0000 | [diff] [blame] | 1 | // |
| 2 | // Copyright © 2017 Arm Ltd. All rights reserved. |
| 3 | // SPDX-License-Identifier: MIT |
| 4 | // |
| 5 | |
Nattapat Chaimanowong | ebb0f9c | 2019-03-01 12:14:06 +0000 | [diff] [blame] | 6 | #include "ParserFlatbuffersSerializeFixture.hpp" |
Finn Williams | 85d3671 | 2021-01-26 22:30:06 +0000 | [diff] [blame] | 7 | #include <armnnDeserializer/IDeserializer.hpp> |
Nattapat Chaimanowong | ebb0f9c | 2019-03-01 12:14:06 +0000 | [diff] [blame] | 8 | |
| 9 | #include <string> |
| 10 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 11 | TEST_SUITE("Deserializer_Pad") |
| 12 | { |
Nattapat Chaimanowong | ebb0f9c | 2019-03-01 12:14:06 +0000 | [diff] [blame] | 13 | struct PadFixture : public ParserFlatbuffersSerializeFixture |
| 14 | { |
Matthew Sloyan | 2e5d0b2 | 2021-10-21 14:05:31 +0100 | [diff] [blame] | 15 | explicit PadFixture(const std::string& inputShape, |
| 16 | const std::string& padList, |
| 17 | const std::string& outputShape, |
| 18 | const std::string& dataType, |
| 19 | const std::string& paddingMode) |
Nattapat Chaimanowong | ebb0f9c | 2019-03-01 12:14:06 +0000 | [diff] [blame] | 20 | { |
| 21 | m_JsonString = R"( |
| 22 | { |
| 23 | inputIds: [0], |
| 24 | outputIds: [2], |
| 25 | layers: [ |
| 26 | { |
| 27 | layer_type: "InputLayer", |
| 28 | layer: { |
| 29 | base: { |
| 30 | layerBindingId: 0, |
| 31 | base: { |
| 32 | index: 0, |
| 33 | layerName: "InputLayer", |
| 34 | layerType: "Input", |
| 35 | inputSlots: [{ |
| 36 | index: 0, |
| 37 | connection: {sourceLayerIndex:0, outputSlotIndex:0 }, |
| 38 | }], |
| 39 | outputSlots: [{ |
| 40 | index: 0, |
| 41 | tensorInfo: { |
| 42 | dimensions: )" + inputShape + R"(, |
| 43 | dataType: )" + dataType + R"( |
| 44 | } |
| 45 | }] |
| 46 | } |
| 47 | } |
| 48 | } |
| 49 | }, |
| 50 | { |
| 51 | layer_type: "PadLayer", |
| 52 | layer: { |
| 53 | base: { |
| 54 | index: 1, |
| 55 | layerName: "PadLayer", |
| 56 | layerType: "Pad", |
| 57 | inputSlots: [{ |
| 58 | index: 0, |
| 59 | connection: {sourceLayerIndex:0, outputSlotIndex:0 }, |
| 60 | }], |
| 61 | outputSlots: [{ |
| 62 | index: 0, |
| 63 | tensorInfo: { |
| 64 | dimensions: )" + outputShape + R"(, |
| 65 | dataType: )" + dataType + R"( |
| 66 | } |
| 67 | }] |
| 68 | }, |
| 69 | descriptor: { |
| 70 | padList: )" + padList + R"(, |
Matthew Sloyan | 2e5d0b2 | 2021-10-21 14:05:31 +0100 | [diff] [blame] | 71 | paddingMode: )" + paddingMode + R"(, |
Nattapat Chaimanowong | ebb0f9c | 2019-03-01 12:14:06 +0000 | [diff] [blame] | 72 | } |
| 73 | } |
| 74 | }, |
| 75 | { |
| 76 | layer_type: "OutputLayer", |
| 77 | layer: { |
| 78 | base:{ |
| 79 | layerBindingId: 2, |
| 80 | base: { |
| 81 | index: 2, |
| 82 | layerName: "OutputLayer", |
| 83 | layerType: "Output", |
| 84 | inputSlots: [{ |
| 85 | index: 0, |
| 86 | connection: {sourceLayerIndex:1, outputSlotIndex:0 }, |
| 87 | }], |
| 88 | outputSlots: [{ |
| 89 | index: 0, |
| 90 | tensorInfo: { |
| 91 | dimensions: )" + outputShape + R"(, |
| 92 | dataType: )" + dataType + R"( |
| 93 | }, |
| 94 | }], |
| 95 | } |
| 96 | } |
| 97 | }, |
| 98 | } |
| 99 | ] |
| 100 | } |
| 101 | )"; |
| 102 | SetupSingleInputSingleOutput("InputLayer", "OutputLayer"); |
| 103 | } |
| 104 | }; |
| 105 | |
| 106 | struct SimplePadFixture : PadFixture |
| 107 | { |
| 108 | SimplePadFixture() : PadFixture("[ 2, 2, 2 ]", |
| 109 | "[ 0, 1, 2, 1, 2, 2 ]", |
| 110 | "[ 3, 5, 6 ]", |
Matthew Sloyan | 2e5d0b2 | 2021-10-21 14:05:31 +0100 | [diff] [blame] | 111 | "QuantisedAsymm8", |
| 112 | "Constant") {} |
Nattapat Chaimanowong | ebb0f9c | 2019-03-01 12:14:06 +0000 | [diff] [blame] | 113 | }; |
| 114 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 115 | TEST_CASE_FIXTURE(SimplePadFixture, "SimplePadQuantisedAsymm8") |
Nattapat Chaimanowong | ebb0f9c | 2019-03-01 12:14:06 +0000 | [diff] [blame] | 116 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 117 | RunTest<3, armnn::DataType::QAsymmU8>(0, |
Matthew Sloyan | 2e5d0b2 | 2021-10-21 14:05:31 +0100 | [diff] [blame] | 118 | { |
| 119 | 0, 4, 2, 5, 6, 1, 5, 2 |
| 120 | }, |
| 121 | { |
| 122 | 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, |
| 123 | 4, 0, 0, 0, 0, 2, 5, 0, 0, 0, 0, 0, 0, 0, 0, |
| 124 | 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 6, |
| 125 | 1, 0, 0, 0, 0, 5, 2, 0, 0, 0, 0, 0, 0, 0, 0, |
| 126 | 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, |
| 127 | 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 |
| 128 | }); |
| 129 | } |
| 130 | |
| 131 | struct SimplePadSymmetricFixture : PadFixture |
| 132 | { |
| 133 | SimplePadSymmetricFixture() : PadFixture("[ 2, 2, 2 ]", |
| 134 | "[ 1, 1, 1, 1, 1, 1 ]", |
| 135 | "[ 4, 4, 4 ]", |
| 136 | "QuantisedAsymm8", |
| 137 | "Symmetric") {} |
| 138 | }; |
| 139 | |
| 140 | TEST_CASE_FIXTURE(SimplePadSymmetricFixture, "SimplePadSymmetricQuantisedAsymm8") |
| 141 | { |
| 142 | RunTest<3, armnn::DataType::QAsymmU8>(0, |
| 143 | { |
| 144 | 1, 2, |
| 145 | 3, 4, |
| 146 | |
| 147 | 5, 6, |
| 148 | 7, 8 |
| 149 | }, |
| 150 | { |
| 151 | 1, 1, 2, 2, |
| 152 | 1, 1, 2, 2, |
| 153 | 3, 3, 4, 4, |
| 154 | 3, 3, 4, 4, |
| 155 | |
| 156 | 1, 1, 2, 2, |
| 157 | 1, 1, 2, 2, |
| 158 | 3, 3, 4, 4, |
| 159 | 3, 3, 4, 4, |
| 160 | |
| 161 | 5, 5, 6, 6, |
| 162 | 5, 5, 6, 6, |
| 163 | 7, 7, 8, 8, |
| 164 | 7, 7, 8, 8, |
| 165 | |
| 166 | 5, 5, 6, 6, |
| 167 | 5, 5, 6, 6, |
| 168 | 7, 7, 8, 8, |
| 169 | 7, 7, 8, 8 |
| 170 | }); |
| 171 | } |
| 172 | |
| 173 | struct SimplePadReflectFixture : PadFixture |
| 174 | { |
| 175 | SimplePadReflectFixture() : PadFixture("[ 2, 2, 2 ]", |
| 176 | "[ 1, 1, 1, 1, 1, 1 ]", |
| 177 | "[ 4, 4, 4 ]", |
| 178 | "QuantisedAsymm8", |
| 179 | "Reflect") {} |
| 180 | }; |
| 181 | |
| 182 | TEST_CASE_FIXTURE(SimplePadReflectFixture, "SimplePadReflectQuantisedAsymm8") |
| 183 | { |
| 184 | RunTest<3, armnn::DataType::QAsymmU8>(0, |
| 185 | { |
| 186 | 1, 2, |
| 187 | 3, 4, |
| 188 | |
| 189 | 5, 6, |
| 190 | 7, 8 |
| 191 | }, |
| 192 | { |
| 193 | 8, 7, 8, 7, |
| 194 | 6, 5, 6, 5, |
| 195 | 8, 7, 8, 7, |
| 196 | 6, 5, 6, 5, |
| 197 | |
| 198 | 4, 3, 4, 3, |
| 199 | 2, 1, 2, 1, |
| 200 | 4, 3, 4, 3, |
| 201 | 2, 1, 2, 1, |
| 202 | |
| 203 | 8, 7, 8, 7, |
| 204 | 6, 5, 6, 5, |
| 205 | 8, 7, 8, 7, |
| 206 | 6, 5, 6, 5, |
| 207 | |
| 208 | 4, 3, 4, 3, |
| 209 | 2, 1, 2, 1, |
| 210 | 4, 3, 4, 3, |
| 211 | 2, 1, 2, 1 |
| 212 | }); |
Nattapat Chaimanowong | ebb0f9c | 2019-03-01 12:14:06 +0000 | [diff] [blame] | 213 | } |
| 214 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 215 | } |