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 | |
Conor Kennedy | da1f975 | 2019-03-01 14:37:12 +0000 | [diff] [blame] | 6 | #include "ParserFlatbuffersSerializeFixture.hpp" |
Finn Williams | 85d3671 | 2021-01-26 22:30:06 +0000 | [diff] [blame] | 7 | #include <armnnDeserializer/IDeserializer.hpp> |
Conor Kennedy | da1f975 | 2019-03-01 14:37:12 +0000 | [diff] [blame] | 8 | |
| 9 | #include <string> |
Conor Kennedy | da1f975 | 2019-03-01 14:37:12 +0000 | [diff] [blame] | 10 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 11 | TEST_SUITE("Deserializer_Subtraction") |
| 12 | { |
Conor Kennedy | da1f975 | 2019-03-01 14:37:12 +0000 | [diff] [blame] | 13 | struct SubtractionFixture : public ParserFlatbuffersSerializeFixture |
| 14 | { |
| 15 | explicit SubtractionFixture(const std::string & inputShape1, |
| 16 | const std::string & inputShape2, |
| 17 | const std::string & outputShape, |
| 18 | const std::string & dataType) |
| 19 | { |
| 20 | m_JsonString = R"( |
| 21 | { |
| 22 | inputIds: [0, 1], |
| 23 | outputIds: [3], |
| 24 | layers: [ |
| 25 | { |
| 26 | layer_type: "InputLayer", |
| 27 | layer: { |
| 28 | base: { |
| 29 | layerBindingId: 0, |
| 30 | base: { |
| 31 | index: 0, |
| 32 | layerName: "inputLayer1", |
| 33 | layerType: "Input", |
| 34 | inputSlots: [{ |
| 35 | index: 0, |
| 36 | connection: {sourceLayerIndex:0, outputSlotIndex:0 }, |
| 37 | }], |
| 38 | outputSlots: [ { |
| 39 | index: 0, |
| 40 | tensorInfo: { |
| 41 | dimensions: )" + inputShape1 + R"(, |
| 42 | dataType: )" + dataType + R"( |
| 43 | }, |
| 44 | }], |
| 45 | }, |
| 46 | }}, |
| 47 | }, |
| 48 | { |
| 49 | layer_type: "InputLayer", |
| 50 | layer: { |
| 51 | base: { |
| 52 | layerBindingId: 1, |
| 53 | base: { |
| 54 | index:1, |
| 55 | layerName: "inputLayer2", |
| 56 | layerType: "Input", |
| 57 | inputSlots: [{ |
| 58 | index: 0, |
| 59 | connection: {sourceLayerIndex:0, outputSlotIndex:0 }, |
| 60 | }], |
| 61 | outputSlots: [ { |
| 62 | index: 0, |
| 63 | tensorInfo: { |
| 64 | dimensions: )" + inputShape2 + R"(, |
| 65 | dataType: )" + dataType + R"( |
| 66 | }, |
| 67 | }], |
| 68 | }, |
| 69 | }}, |
| 70 | }, |
| 71 | { |
| 72 | layer_type: "SubtractionLayer", |
| 73 | layer : { |
| 74 | base: { |
| 75 | index:2, |
| 76 | layerName: "subtractionLayer", |
| 77 | layerType: "Subtraction", |
| 78 | inputSlots: [{ |
| 79 | index: 0, |
| 80 | connection: {sourceLayerIndex:0, outputSlotIndex:0 }, |
| 81 | }, |
| 82 | { |
| 83 | index: 1, |
| 84 | connection: {sourceLayerIndex:1, outputSlotIndex:0 }, |
| 85 | }], |
| 86 | outputSlots: [ { |
| 87 | index: 0, |
| 88 | tensorInfo: { |
| 89 | dimensions: )" + outputShape + R"(, |
| 90 | dataType: )" + dataType + R"( |
| 91 | }, |
| 92 | }], |
| 93 | }}, |
| 94 | }, |
| 95 | { |
| 96 | layer_type: "OutputLayer", |
| 97 | layer: { |
| 98 | base:{ |
| 99 | layerBindingId: 0, |
| 100 | base: { |
| 101 | index: 3, |
| 102 | layerName: "outputLayer", |
| 103 | layerType: "Output", |
| 104 | inputSlots: [{ |
| 105 | index: 0, |
| 106 | connection: {sourceLayerIndex:2, outputSlotIndex:0 }, |
| 107 | }], |
| 108 | outputSlots: [ { |
| 109 | index: 0, |
| 110 | tensorInfo: { |
| 111 | dimensions: )" + outputShape + R"(, |
| 112 | dataType: )" + dataType + R"( |
| 113 | }, |
| 114 | }], |
| 115 | }}}, |
| 116 | }] |
| 117 | } |
| 118 | )"; |
| 119 | Setup(); |
| 120 | } |
| 121 | }; |
| 122 | |
| 123 | struct SimpleSubtractionFixture : SubtractionFixture |
| 124 | { |
| 125 | SimpleSubtractionFixture() : SubtractionFixture("[ 1, 4 ]", |
| 126 | "[ 1, 4 ]", |
| 127 | "[ 1, 4 ]", |
| 128 | "QuantisedAsymm8") {} |
| 129 | }; |
| 130 | |
| 131 | struct SimpleSubtractionFixture2 : SubtractionFixture |
| 132 | { |
| 133 | SimpleSubtractionFixture2() : SubtractionFixture("[ 1, 4 ]", |
| 134 | "[ 1, 4 ]", |
| 135 | "[ 1, 4 ]", |
| 136 | "Float32") {} |
| 137 | }; |
| 138 | |
| 139 | struct SimpleSubtractionFixtureBroadcast : SubtractionFixture |
| 140 | { |
| 141 | SimpleSubtractionFixtureBroadcast() : SubtractionFixture("[ 1, 4 ]", |
| 142 | "[ 1, 1 ]", |
| 143 | "[ 1, 4 ]", |
| 144 | "Float32") {} |
| 145 | }; |
| 146 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 147 | TEST_CASE_FIXTURE(SimpleSubtractionFixture, "SubtractionQuantisedAsymm8") |
Conor Kennedy | da1f975 | 2019-03-01 14:37:12 +0000 | [diff] [blame] | 148 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 149 | RunTest<2, armnn::DataType::QAsymmU8>( |
Conor Kennedy | da1f975 | 2019-03-01 14:37:12 +0000 | [diff] [blame] | 150 | 0, |
| 151 | {{"inputLayer1", { 4, 5, 6, 7 }}, |
| 152 | {"inputLayer2", { 3, 2, 1, 0 }}}, |
| 153 | {{"outputLayer", { 1, 3, 5, 7 }}}); |
| 154 | } |
| 155 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 156 | TEST_CASE_FIXTURE(SimpleSubtractionFixture2, "SubtractionFloat32") |
Conor Kennedy | da1f975 | 2019-03-01 14:37:12 +0000 | [diff] [blame] | 157 | { |
| 158 | RunTest<2, armnn::DataType::Float32>( |
| 159 | 0, |
| 160 | {{"inputLayer1", { 4, 5, 6, 7 }}, |
| 161 | {"inputLayer2", { 3, 2, 1, 0 }}}, |
| 162 | {{"outputLayer", { 1, 3, 5, 7 }}}); |
| 163 | } |
| 164 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 165 | TEST_CASE_FIXTURE(SimpleSubtractionFixtureBroadcast, "SubtractionBroadcast") |
Conor Kennedy | da1f975 | 2019-03-01 14:37:12 +0000 | [diff] [blame] | 166 | { |
| 167 | RunTest<2, armnn::DataType::Float32>( |
| 168 | 0, |
| 169 | {{"inputLayer1", { 4, 5, 6, 7 }}, |
| 170 | {"inputLayer2", { 2 }}}, |
| 171 | {{"outputLayer", { 2, 3, 4, 5 }}}); |
| 172 | } |
| 173 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 174 | } |