| Saoirse Stewart | a1ed73a | 2019-03-04 13:40:12 +0000 | [diff] [blame] | 1 | // |
| Teresa Charlin | 5266473 | 2020-06-29 16:27:03 +0100 | [diff] [blame] | 2 | // Copyright © 2017 Arm Ltd and Contributors. All rights reserved. |
| Saoirse Stewart | a1ed73a | 2019-03-04 13:40:12 +0000 | [diff] [blame] | 3 | // SPDX-License-Identifier: MIT |
| 4 | // |
| 5 | |
| Saoirse Stewart | a1ed73a | 2019-03-04 13:40:12 +0000 | [diff] [blame] | 6 | #include "ParserFlatbuffersSerializeFixture.hpp" |
| Finn Williams | 85d3671 | 2021-01-26 22:30:06 +0000 | [diff] [blame] | 7 | #include <armnnDeserializer/IDeserializer.hpp> |
| Saoirse Stewart | a1ed73a | 2019-03-04 13:40:12 +0000 | [diff] [blame] | 8 | |
| 9 | #include <string> |
| Saoirse Stewart | a1ed73a | 2019-03-04 13:40:12 +0000 | [diff] [blame] | 10 | |
| Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 11 | TEST_SUITE("Deserializer_Gather") |
| 12 | { |
| Saoirse Stewart | a1ed73a | 2019-03-04 13:40:12 +0000 | [diff] [blame] | 13 | struct GatherFixture : public ParserFlatbuffersSerializeFixture |
| 14 | { |
| Teresa Charlin | 5266473 | 2020-06-29 16:27:03 +0100 | [diff] [blame] | 15 | explicit GatherFixture(const std::string& inputShape, |
| 16 | const std::string& indicesShape, |
| 17 | const std::string& input1Content, |
| 18 | const std::string& outputShape, |
| 19 | const std::string& axis, |
| Saoirse Stewart | a1ed73a | 2019-03-04 13:40:12 +0000 | [diff] [blame] | 20 | const std::string dataType, |
| 21 | const std::string constDataType) |
| 22 | { |
| 23 | m_JsonString = R"( |
| 24 | { |
| 25 | inputIds: [0], |
| 26 | outputIds: [3], |
| 27 | layers: [ |
| 28 | { |
| 29 | layer_type: "InputLayer", |
| 30 | layer: { |
| 31 | base: { |
| 32 | layerBindingId: 0, |
| 33 | base: { |
| 34 | index: 0, |
| 35 | layerName: "InputLayer", |
| 36 | layerType: "Input", |
| 37 | inputSlots: [{ |
| 38 | index: 0, |
| 39 | connection: {sourceLayerIndex:0, outputSlotIndex:0 }, |
| 40 | }], |
| 41 | outputSlots: [ { |
| 42 | index: 0, |
| 43 | tensorInfo: { |
| 44 | dimensions: )" + inputShape + R"(, |
| 45 | dataType: )" + dataType + R"( |
| 46 | }}] |
| 47 | } |
| 48 | }}}, |
| 49 | { |
| 50 | layer_type: "ConstantLayer", |
| 51 | layer: { |
| 52 | base: { |
| 53 | index:1, |
| 54 | layerName: "ConstantLayer", |
| 55 | layerType: "Constant", |
| 56 | outputSlots: [ { |
| 57 | index: 0, |
| 58 | tensorInfo: { |
| 59 | dimensions: )" + indicesShape + R"(, |
| 60 | dataType: "Signed32", |
| 61 | }, |
| 62 | }], |
| 63 | }, |
| 64 | input: { |
| 65 | info: { |
| 66 | dimensions: )" + indicesShape + R"(, |
| 67 | dataType: )" + dataType + R"( |
| 68 | }, |
| 69 | data_type: )" + constDataType + R"(, |
| 70 | data: { |
| 71 | data: )" + input1Content + R"(, |
| 72 | } } |
| 73 | },}, |
| 74 | { |
| 75 | layer_type: "GatherLayer", |
| 76 | layer: { |
| 77 | base: { |
| 78 | index: 2, |
| 79 | layerName: "GatherLayer", |
| 80 | layerType: "Gather", |
| 81 | inputSlots: [ |
| 82 | { |
| 83 | index: 0, |
| 84 | connection: {sourceLayerIndex:0, outputSlotIndex:0 }, |
| 85 | }, |
| 86 | { |
| 87 | index: 1, |
| 88 | connection: {sourceLayerIndex:1, outputSlotIndex:0 } |
| 89 | }], |
| 90 | outputSlots: [ { |
| 91 | index: 0, |
| 92 | tensorInfo: { |
| 93 | dimensions: )" + outputShape + R"(, |
| 94 | dataType: )" + dataType + R"( |
| 95 | |
| Teresa Charlin | 5266473 | 2020-06-29 16:27:03 +0100 | [diff] [blame] | 96 | }}]}, |
| 97 | descriptor: { |
| 98 | axis: )" + axis + R"( |
| 99 | } |
| Saoirse Stewart | a1ed73a | 2019-03-04 13:40:12 +0000 | [diff] [blame] | 100 | }}, |
| 101 | { |
| 102 | layer_type: "OutputLayer", |
| 103 | layer: { |
| 104 | base:{ |
| 105 | layerBindingId: 0, |
| 106 | base: { |
| 107 | index: 3, |
| 108 | layerName: "OutputLayer", |
| 109 | layerType: "Output", |
| 110 | inputSlots: [{ |
| 111 | index: 0, |
| 112 | connection: {sourceLayerIndex:2, outputSlotIndex:0 }, |
| 113 | }], |
| 114 | outputSlots: [ { |
| 115 | index: 0, |
| 116 | tensorInfo: { |
| 117 | dimensions: )" + outputShape + R"(, |
| 118 | dataType: )" + dataType + R"( |
| 119 | }, |
| 120 | }], |
| 121 | }}}, |
| 122 | }] |
| 123 | } )"; |
| 124 | |
| 125 | Setup(); |
| 126 | } |
| 127 | }; |
| 128 | |
| 129 | struct SimpleGatherFixtureFloat32 : GatherFixture |
| 130 | { |
| 131 | SimpleGatherFixtureFloat32() : GatherFixture("[ 3, 2, 3 ]", "[ 2, 3 ]", "[1, 2, 1, 2, 1, 0]", |
| Teresa Charlin | 5266473 | 2020-06-29 16:27:03 +0100 | [diff] [blame] | 132 | "[ 2, 3, 2, 3 ]", "0", "Float32", "IntData") {} |
| Saoirse Stewart | a1ed73a | 2019-03-04 13:40:12 +0000 | [diff] [blame] | 133 | }; |
| 134 | |
| Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 135 | TEST_CASE_FIXTURE(SimpleGatherFixtureFloat32, "GatherFloat32") |
| Saoirse Stewart | a1ed73a | 2019-03-04 13:40:12 +0000 | [diff] [blame] | 136 | { |
| 137 | RunTest<4, armnn::DataType::Float32>(0, |
| 138 | {{"InputLayer", { 1, 2, 3, |
| 139 | 4, 5, 6, |
| 140 | 7, 8, 9, |
| 141 | 10, 11, 12, |
| 142 | 13, 14, 15, |
| 143 | 16, 17, 18 }}}, |
| 144 | {{"OutputLayer", { 7, 8, 9, |
| 145 | 10, 11, 12, |
| 146 | 13, 14, 15, |
| 147 | 16, 17, 18, |
| 148 | 7, 8, 9, |
| 149 | 10, 11, 12, |
| 150 | 13, 14, 15, |
| 151 | 16, 17, 18, |
| 152 | 7, 8, 9, |
| 153 | 10, 11, 12, |
| 154 | 1, 2, 3, |
| 155 | 4, 5, 6 }}}); |
| 156 | } |
| 157 | |
| Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 158 | } |
| Saoirse Stewart | a1ed73a | 2019-03-04 13:40:12 +0000 | [diff] [blame] | 159 | |