Tracy Narine | 944fb50 | 2023-07-04 15:08:57 +0100 | [diff] [blame] | 1 | // |
| 2 | // Copyright © 2023 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_ReverseV2") |
| 14 | { |
| 15 | struct ReverseV2Fixture : public ParserFlatbuffersSerializeFixture |
| 16 | { |
| 17 | explicit ReverseV2Fixture(const std::string& inputShape, |
| 18 | const std::string& outputShape, |
| 19 | const std::string& dataType, |
| 20 | const std::string& axis) |
| 21 | { |
| 22 | m_JsonString = R"( |
| 23 | { |
| 24 | inputIds: [0], |
| 25 | outputIds: [2], |
| 26 | layers: [ |
| 27 | { |
| 28 | layer_type: "InputLayer", |
| 29 | layer: { |
| 30 | base: { |
| 31 | layerBindingId: 0, |
| 32 | base: { |
| 33 | index: 0, |
| 34 | layerName: "InputLayer", |
| 35 | layerType: "Input", |
| 36 | inputSlots: [{ |
| 37 | index: 0, |
| 38 | connection: {sourceLayerIndex:0, outputSlotIndex:0 }, |
| 39 | }], |
| 40 | outputSlots: [{ |
| 41 | index: 0, |
| 42 | tensorInfo: { |
| 43 | dimensions: )" + inputShape + R"(, |
| 44 | dataType: )" + dataType + R"( |
| 45 | } |
| 46 | }] |
| 47 | } |
| 48 | } |
| 49 | } |
| 50 | }, |
| 51 | { |
| 52 | layer_type: "ReverseV2Layer", |
| 53 | layer: { |
| 54 | base: { |
| 55 | index: 1, |
| 56 | layerName: "ReverseV2Layer", |
| 57 | layerType: "ReverseV2", |
| 58 | inputSlots: [{ |
| 59 | index: 0, |
| 60 | connection: {sourceLayerIndex:0, outputSlotIndex:0 }, |
| 61 | }], |
| 62 | outputSlots: [{ |
| 63 | index: 0, |
| 64 | tensorInfo: { |
| 65 | dimensions: )" + outputShape + R"(, |
| 66 | dataType: )" + dataType + R"( |
| 67 | } |
| 68 | }] |
| 69 | }, |
| 70 | descriptor: { |
| 71 | axis: )" + axis + R"( |
| 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 | |
| 103 | SetupSingleInputSingleOutput("InputLayer", "OutputLayer"); |
| 104 | } |
| 105 | }; |
| 106 | |
| 107 | // Test cases |
| 108 | |
| 109 | struct SimpleReverseV2FixtureFloat32 : ReverseV2Fixture |
| 110 | { |
| 111 | SimpleReverseV2FixtureFloat32() |
| 112 | : ReverseV2Fixture("[ 2, 2 ]", |
| 113 | "[ 2, 2 ]", |
| 114 | "Float32", |
| 115 | "[1]") |
| 116 | {} |
| 117 | }; |
| 118 | |
| 119 | TEST_CASE_FIXTURE(SimpleReverseV2FixtureFloat32, "SimpleReverseV2TestFloat32") |
| 120 | { |
| 121 | RunTest<4, armnn::DataType::Float32>( |
| 122 | 0, |
| 123 | { 1.0f, 2.0f, |
| 124 | 3.0f, 4.0f }, |
| 125 | { 2.0f, 1.0f, |
| 126 | 4.0f, 3.0f } |
| 127 | ); |
| 128 | } |
| 129 | |
| 130 | struct SimpleReverseV2FixtureFloat32ZeroAxis : ReverseV2Fixture |
| 131 | { |
| 132 | SimpleReverseV2FixtureFloat32ZeroAxis() |
| 133 | : ReverseV2Fixture("[ 2, 2 ]", |
| 134 | "[ 2, 2 ]", |
| 135 | "Float32", |
| 136 | "[0]") |
| 137 | {} |
| 138 | }; |
| 139 | |
| 140 | TEST_CASE_FIXTURE(SimpleReverseV2FixtureFloat32ZeroAxis, "SimpleReverseV2TestFloat32ZeroAxis") |
| 141 | { |
| 142 | RunTest<4, armnn::DataType::Float32>( |
| 143 | 0, |
| 144 | { 1.0f, 2.0f, |
| 145 | 3.0f, 4.0f }, |
| 146 | { 3.0f, 4.0f, |
| 147 | 1.0f, 2.0f } |
| 148 | ); |
| 149 | } |
| 150 | |
| 151 | struct SimpleReverseV2FixtureFloat32NegativeAxis : ReverseV2Fixture |
| 152 | { |
| 153 | SimpleReverseV2FixtureFloat32NegativeAxis() |
| 154 | : ReverseV2Fixture("[ 3, 3 ]", |
| 155 | "[ 3, 3 ]", |
| 156 | "Float32", |
| 157 | "[-1]") |
| 158 | {} |
| 159 | }; |
| 160 | |
| 161 | TEST_CASE_FIXTURE(SimpleReverseV2FixtureFloat32NegativeAxis, "SimpleReverseV2TestFloat32NegativeAxis") |
| 162 | { |
| 163 | RunTest<4, armnn::DataType::Float32>( |
| 164 | 0, |
| 165 | { 1.0f, 2.0f, 3.0f, |
| 166 | 4.0f, 5.0f, 6.0f, |
| 167 | 7.0f, 8.0f, 9.0f }, |
| 168 | { 3.0f, 2.0f, 1.0f, |
| 169 | 6.0f, 5.0f, 4.0f, |
| 170 | 9.0f, 8.0f, 7.0f } |
| 171 | ); |
| 172 | } |
| 173 | |
| 174 | struct SimpleReverseV2FixtureFloat32ThreeAxis : ReverseV2Fixture |
| 175 | { |
| 176 | SimpleReverseV2FixtureFloat32ThreeAxis() |
| 177 | : ReverseV2Fixture("[ 3, 3, 3 ]", |
| 178 | "[ 3, 3, 3 ]", |
| 179 | "Float32", |
| 180 | "[0, 2, 1]") |
| 181 | {} |
| 182 | }; |
| 183 | |
| 184 | TEST_CASE_FIXTURE(SimpleReverseV2FixtureFloat32ThreeAxis, "SimpleReverseV2TestFloat32ThreeAxis") |
| 185 | { |
| 186 | RunTest<4, armnn::DataType::Float32>( |
| 187 | 0, |
| 188 | { 1.0f, 2.0f, 3.0f, |
| 189 | 4.0f, 5.0f, 6.0f, |
| 190 | 7.0f, 8.0f, 9.0f, |
| 191 | |
| 192 | 11.0f, 12.0f, 13.0f, |
| 193 | 14.0f, 15.0f, 16.0f, |
| 194 | 17.0f, 18.0f, 19.0f, |
| 195 | |
| 196 | 21.0f, 22.0f, 23.0f, |
| 197 | 24.0f, 25.0f, 26.0f, |
| 198 | 27.0f, 28.0f, 29.0f }, |
| 199 | { 29.0f, 28.0f, 27.0f, |
| 200 | 26.0f, 25.0f, 24.0f, |
| 201 | 23.0f, 22.0f, 21.0f, |
| 202 | |
| 203 | 19.0f, 18.0f, 17.0f, |
| 204 | 16.0f, 15.0f, 14.0f, |
| 205 | 13.0f, 12.0f, 11.0f, |
| 206 | |
| 207 | 9.0f, 8.0f, 7.0f, |
| 208 | 6.0f, 5.0f, 4.0f, |
| 209 | 3.0f, 2.0f, 1.0f } |
| 210 | ); |
| 211 | } |
| 212 | |
| 213 | struct SimpleReverseV2FixtureQuantisedAsymm8ThreeAxis : ReverseV2Fixture |
| 214 | { |
| 215 | SimpleReverseV2FixtureQuantisedAsymm8ThreeAxis() |
| 216 | : ReverseV2Fixture("[ 3, 3, 3 ]", |
| 217 | "[ 3, 3, 3 ]", |
| 218 | "QuantisedAsymm8", |
| 219 | "[0, 2, 1]") |
| 220 | {} |
| 221 | }; |
| 222 | |
| 223 | TEST_CASE_FIXTURE(SimpleReverseV2FixtureQuantisedAsymm8ThreeAxis, "SimpleReverseV2TestQuantisedAsymm8ThreeAxis") |
| 224 | { |
| 225 | RunTest<4, armnn::DataType::QAsymmU8>( |
| 226 | 0, |
| 227 | { 1, 2, 3, |
| 228 | 4, 5, 6, |
| 229 | 7, 8, 9, |
| 230 | |
| 231 | 11, 12, 13, |
| 232 | 14, 15, 16, |
| 233 | 17, 18, 19, |
| 234 | |
| 235 | 21, 22, 23, |
| 236 | 24, 25, 26, |
| 237 | 27, 28, 29 }, |
| 238 | { 29, 28, 27, |
| 239 | 26, 25, 24, |
| 240 | 23, 22, 21, |
| 241 | |
| 242 | 19, 18, 17, |
| 243 | 16, 15, 14, |
| 244 | 13, 12, 11, |
| 245 | |
| 246 | 9, 8, 7, |
| 247 | 6, 5, 4, |
| 248 | 3, 2, 1 } |
| 249 | ); |
| 250 | } |
| 251 | } |