| Conor Kennedy | da1f975 | 2019-03-01 14:37:12 +0000 | [diff] [blame] | 1 | // |
| 2 | // Copyright © 2017 Arm Ltd. All rights reserved. |
| 3 | // SPDX-License-Identifier: MIT |
| 4 | // |
| 5 | |
| 6 | #include <boost/test/unit_test.hpp> |
| 7 | #include "ParserFlatbuffersSerializeFixture.hpp" |
| Finn Williams | 85d3671 | 2021-01-26 22:30:06 +0000 | [diff] [blame] | 8 | #include <armnnDeserializer/IDeserializer.hpp> |
| Conor Kennedy | da1f975 | 2019-03-01 14:37:12 +0000 | [diff] [blame] | 9 | |
| 10 | #include <string> |
| Conor Kennedy | da1f975 | 2019-03-01 14:37:12 +0000 | [diff] [blame] | 11 | |
| 12 | BOOST_AUTO_TEST_SUITE(Deserializer) |
| 13 | |
| 14 | struct SubtractionFixture : public ParserFlatbuffersSerializeFixture |
| 15 | { |
| 16 | explicit SubtractionFixture(const std::string & inputShape1, |
| 17 | const std::string & inputShape2, |
| 18 | const std::string & outputShape, |
| 19 | const std::string & dataType) |
| 20 | { |
| 21 | m_JsonString = R"( |
| 22 | { |
| 23 | inputIds: [0, 1], |
| 24 | outputIds: [3], |
| 25 | layers: [ |
| 26 | { |
| 27 | layer_type: "InputLayer", |
| 28 | layer: { |
| 29 | base: { |
| 30 | layerBindingId: 0, |
| 31 | base: { |
| 32 | index: 0, |
| 33 | layerName: "inputLayer1", |
| 34 | layerType: "Input", |
| 35 | inputSlots: [{ |
| 36 | index: 0, |
| 37 | connection: {sourceLayerIndex:0, outputSlotIndex:0 }, |
| 38 | }], |
| 39 | outputSlots: [ { |
| 40 | index: 0, |
| 41 | tensorInfo: { |
| 42 | dimensions: )" + inputShape1 + R"(, |
| 43 | dataType: )" + dataType + R"( |
| 44 | }, |
| 45 | }], |
| 46 | }, |
| 47 | }}, |
| 48 | }, |
| 49 | { |
| 50 | layer_type: "InputLayer", |
| 51 | layer: { |
| 52 | base: { |
| 53 | layerBindingId: 1, |
| 54 | base: { |
| 55 | index:1, |
| 56 | layerName: "inputLayer2", |
| 57 | layerType: "Input", |
| 58 | inputSlots: [{ |
| 59 | index: 0, |
| 60 | connection: {sourceLayerIndex:0, outputSlotIndex:0 }, |
| 61 | }], |
| 62 | outputSlots: [ { |
| 63 | index: 0, |
| 64 | tensorInfo: { |
| 65 | dimensions: )" + inputShape2 + R"(, |
| 66 | dataType: )" + dataType + R"( |
| 67 | }, |
| 68 | }], |
| 69 | }, |
| 70 | }}, |
| 71 | }, |
| 72 | { |
| 73 | layer_type: "SubtractionLayer", |
| 74 | layer : { |
| 75 | base: { |
| 76 | index:2, |
| 77 | layerName: "subtractionLayer", |
| 78 | layerType: "Subtraction", |
| 79 | inputSlots: [{ |
| 80 | index: 0, |
| 81 | connection: {sourceLayerIndex:0, outputSlotIndex:0 }, |
| 82 | }, |
| 83 | { |
| 84 | index: 1, |
| 85 | connection: {sourceLayerIndex:1, outputSlotIndex:0 }, |
| 86 | }], |
| 87 | outputSlots: [ { |
| 88 | index: 0, |
| 89 | tensorInfo: { |
| 90 | dimensions: )" + outputShape + R"(, |
| 91 | dataType: )" + dataType + R"( |
| 92 | }, |
| 93 | }], |
| 94 | }}, |
| 95 | }, |
| 96 | { |
| 97 | layer_type: "OutputLayer", |
| 98 | layer: { |
| 99 | base:{ |
| 100 | layerBindingId: 0, |
| 101 | base: { |
| 102 | index: 3, |
| 103 | layerName: "outputLayer", |
| 104 | layerType: "Output", |
| 105 | inputSlots: [{ |
| 106 | index: 0, |
| 107 | connection: {sourceLayerIndex:2, outputSlotIndex:0 }, |
| 108 | }], |
| 109 | outputSlots: [ { |
| 110 | index: 0, |
| 111 | tensorInfo: { |
| 112 | dimensions: )" + outputShape + R"(, |
| 113 | dataType: )" + dataType + R"( |
| 114 | }, |
| 115 | }], |
| 116 | }}}, |
| 117 | }] |
| 118 | } |
| 119 | )"; |
| 120 | Setup(); |
| 121 | } |
| 122 | }; |
| 123 | |
| 124 | struct SimpleSubtractionFixture : SubtractionFixture |
| 125 | { |
| 126 | SimpleSubtractionFixture() : SubtractionFixture("[ 1, 4 ]", |
| 127 | "[ 1, 4 ]", |
| 128 | "[ 1, 4 ]", |
| 129 | "QuantisedAsymm8") {} |
| 130 | }; |
| 131 | |
| 132 | struct SimpleSubtractionFixture2 : SubtractionFixture |
| 133 | { |
| 134 | SimpleSubtractionFixture2() : SubtractionFixture("[ 1, 4 ]", |
| 135 | "[ 1, 4 ]", |
| 136 | "[ 1, 4 ]", |
| 137 | "Float32") {} |
| 138 | }; |
| 139 | |
| 140 | struct SimpleSubtractionFixtureBroadcast : SubtractionFixture |
| 141 | { |
| 142 | SimpleSubtractionFixtureBroadcast() : SubtractionFixture("[ 1, 4 ]", |
| 143 | "[ 1, 1 ]", |
| 144 | "[ 1, 4 ]", |
| 145 | "Float32") {} |
| 146 | }; |
| 147 | |
| 148 | BOOST_FIXTURE_TEST_CASE(SubtractionQuantisedAsymm8, SimpleSubtractionFixture) |
| 149 | { |
| Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 150 | RunTest<2, armnn::DataType::QAsymmU8>( |
| Conor Kennedy | da1f975 | 2019-03-01 14:37:12 +0000 | [diff] [blame] | 151 | 0, |
| 152 | {{"inputLayer1", { 4, 5, 6, 7 }}, |
| 153 | {"inputLayer2", { 3, 2, 1, 0 }}}, |
| 154 | {{"outputLayer", { 1, 3, 5, 7 }}}); |
| 155 | } |
| 156 | |
| 157 | BOOST_FIXTURE_TEST_CASE(SubtractionFloat32, SimpleSubtractionFixture2) |
| 158 | { |
| 159 | RunTest<2, armnn::DataType::Float32>( |
| 160 | 0, |
| 161 | {{"inputLayer1", { 4, 5, 6, 7 }}, |
| 162 | {"inputLayer2", { 3, 2, 1, 0 }}}, |
| 163 | {{"outputLayer", { 1, 3, 5, 7 }}}); |
| 164 | } |
| 165 | |
| 166 | BOOST_FIXTURE_TEST_CASE(SubtractionBroadcast, SimpleSubtractionFixtureBroadcast) |
| 167 | { |
| 168 | RunTest<2, armnn::DataType::Float32>( |
| 169 | 0, |
| 170 | {{"inputLayer1", { 4, 5, 6, 7 }}, |
| 171 | {"inputLayer2", { 2 }}}, |
| 172 | {{"outputLayer", { 2, 3, 4, 5 }}}); |
| 173 | } |
| 174 | |
| 175 | BOOST_AUTO_TEST_SUITE_END() |