| Nattapat Chaimanowong | b348521 | 2019-03-04 12:35:39 +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> |
| Nattapat Chaimanowong | b348521 | 2019-03-04 12:35:39 +0000 | [diff] [blame] | 9 | |
| 10 | #include <string> |
| 11 | |
| 12 | BOOST_AUTO_TEST_SUITE(Deserializer) |
| 13 | |
| 14 | struct StridedSliceFixture : public ParserFlatbuffersSerializeFixture |
| 15 | { |
| 16 | explicit StridedSliceFixture(const std::string& inputShape, |
| 17 | const std::string& begin, |
| 18 | const std::string& end, |
| 19 | const std::string& stride, |
| 20 | const std::string& beginMask, |
| 21 | const std::string& endMask, |
| 22 | const std::string& shrinkAxisMask, |
| 23 | const std::string& ellipsisMask, |
| 24 | const std::string& newAxisMask, |
| 25 | const std::string& dataLayout, |
| 26 | const std::string& outputShape, |
| 27 | const std::string& dataType) |
| 28 | { |
| 29 | m_JsonString = R"( |
| 30 | { |
| 31 | inputIds: [0], |
| 32 | outputIds: [2], |
| 33 | layers: [ |
| 34 | { |
| 35 | layer_type: "InputLayer", |
| 36 | layer: { |
| 37 | base: { |
| 38 | layerBindingId: 0, |
| 39 | base: { |
| 40 | index: 0, |
| 41 | layerName: "InputLayer", |
| 42 | layerType: "Input", |
| 43 | inputSlots: [{ |
| 44 | index: 0, |
| 45 | connection: {sourceLayerIndex:0, outputSlotIndex:0 }, |
| 46 | }], |
| 47 | outputSlots: [{ |
| 48 | index: 0, |
| 49 | tensorInfo: { |
| 50 | dimensions: )" + inputShape + R"(, |
| 51 | dataType: )" + dataType + R"( |
| 52 | } |
| 53 | }] |
| 54 | } |
| 55 | } |
| 56 | } |
| 57 | }, |
| 58 | { |
| 59 | layer_type: "StridedSliceLayer", |
| 60 | layer: { |
| 61 | base: { |
| 62 | index: 1, |
| 63 | layerName: "StridedSliceLayer", |
| 64 | layerType: "StridedSlice", |
| 65 | inputSlots: [{ |
| 66 | index: 0, |
| 67 | connection: {sourceLayerIndex:0, outputSlotIndex:0 }, |
| 68 | }], |
| 69 | outputSlots: [{ |
| 70 | index: 0, |
| 71 | tensorInfo: { |
| 72 | dimensions: )" + outputShape + R"(, |
| 73 | dataType: )" + dataType + R"( |
| 74 | } |
| 75 | }] |
| 76 | }, |
| 77 | descriptor: { |
| 78 | begin: )" + begin + R"(, |
| 79 | end: )" + end + R"(, |
| 80 | stride: )" + stride + R"(, |
| 81 | beginMask: )" + beginMask + R"(, |
| 82 | endMask: )" + endMask + R"(, |
| 83 | shrinkAxisMask: )" + shrinkAxisMask + R"(, |
| 84 | ellipsisMask: )" + ellipsisMask + R"(, |
| 85 | newAxisMask: )" + newAxisMask + R"(, |
| 86 | dataLayout: )" + dataLayout + R"(, |
| 87 | } |
| 88 | } |
| 89 | }, |
| 90 | { |
| 91 | layer_type: "OutputLayer", |
| 92 | layer: { |
| 93 | base:{ |
| 94 | layerBindingId: 2, |
| 95 | base: { |
| 96 | index: 2, |
| 97 | layerName: "OutputLayer", |
| 98 | layerType: "Output", |
| 99 | inputSlots: [{ |
| 100 | index: 0, |
| 101 | connection: {sourceLayerIndex:1, outputSlotIndex:0 }, |
| 102 | }], |
| 103 | outputSlots: [{ |
| 104 | index: 0, |
| 105 | tensorInfo: { |
| 106 | dimensions: )" + outputShape + R"(, |
| 107 | dataType: )" + dataType + R"( |
| 108 | }, |
| 109 | }], |
| 110 | } |
| 111 | } |
| 112 | }, |
| 113 | } |
| 114 | ] |
| 115 | } |
| 116 | )"; |
| 117 | SetupSingleInputSingleOutput("InputLayer", "OutputLayer"); |
| 118 | } |
| 119 | }; |
| 120 | |
| 121 | struct SimpleStridedSliceFixture : StridedSliceFixture |
| 122 | { |
| 123 | SimpleStridedSliceFixture() : StridedSliceFixture("[ 3, 2, 3, 1 ]", |
| 124 | "[ 0, 0, 0, 0 ]", |
| 125 | "[ 3, 2, 3, 1 ]", |
| 126 | "[ 2, 2, 2, 1 ]", |
| 127 | "0", |
| 128 | "0", |
| 129 | "0", |
| 130 | "0", |
| 131 | "0", |
| 132 | "NCHW", |
| 133 | "[ 2, 1, 2, 1 ]", |
| 134 | "Float32") {} |
| 135 | }; |
| 136 | |
| 137 | BOOST_FIXTURE_TEST_CASE(SimpleStridedSliceFloat32, SimpleStridedSliceFixture) |
| 138 | { |
| 139 | RunTest<4, armnn::DataType::Float32>(0, |
| 140 | { |
| 141 | 1.0f, 1.0f, 1.0f, 2.0f, 2.0f, 2.0f, |
| 142 | 3.0f, 3.0f, 3.0f, 4.0f, 4.0f, 4.0f, |
| 143 | 5.0f, 5.0f, 5.0f, 6.0f, 6.0f, 6.0f |
| 144 | }, |
| 145 | { |
| 146 | 1.0f, 1.0f, 5.0f, 5.0f |
| 147 | }); |
| 148 | } |
| 149 | |
| 150 | struct StridedSliceMaskFixture : StridedSliceFixture |
| 151 | { |
| 152 | StridedSliceMaskFixture() : StridedSliceFixture("[ 3, 2, 3, 1 ]", |
| 153 | "[ 1, 1, 1, 1 ]", |
| 154 | "[ 1, 1, 1, 1 ]", |
| 155 | "[ 1, 1, 1, 1 ]", |
| 156 | "15", |
| 157 | "15", |
| 158 | "0", |
| 159 | "0", |
| 160 | "0", |
| 161 | "NCHW", |
| 162 | "[ 3, 2, 3, 1 ]", |
| 163 | "Float32") {} |
| 164 | }; |
| 165 | |
| 166 | BOOST_FIXTURE_TEST_CASE(StridedSliceMaskFloat32, StridedSliceMaskFixture) |
| 167 | { |
| 168 | RunTest<4, armnn::DataType::Float32>(0, |
| 169 | { |
| 170 | 1.0f, 1.0f, 1.0f, 2.0f, 2.0f, 2.0f, |
| 171 | 3.0f, 3.0f, 3.0f, 4.0f, 4.0f, 4.0f, |
| 172 | 5.0f, 5.0f, 5.0f, 6.0f, 6.0f, 6.0f |
| 173 | }, |
| 174 | { |
| 175 | 1.0f, 1.0f, 1.0f, 2.0f, 2.0f, 2.0f, |
| 176 | 3.0f, 3.0f, 3.0f, 4.0f, 4.0f, 4.0f, |
| 177 | 5.0f, 5.0f, 5.0f, 6.0f, 6.0f, 6.0f |
| 178 | }); |
| 179 | } |
| 180 | |
| 181 | BOOST_AUTO_TEST_SUITE_END() |