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 | |
Nattapat Chaimanowong | b348521 | 2019-03-04 12:35:39 +0000 | [diff] [blame] | 6 | #include "ParserFlatbuffersSerializeFixture.hpp" |
Finn Williams | 85d3671 | 2021-01-26 22:30:06 +0000 | [diff] [blame] | 7 | #include <armnnDeserializer/IDeserializer.hpp> |
Nattapat Chaimanowong | b348521 | 2019-03-04 12:35:39 +0000 | [diff] [blame] | 8 | |
| 9 | #include <string> |
| 10 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 11 | TEST_SUITE("Deserializer_StridedSlice") |
| 12 | { |
Nattapat Chaimanowong | b348521 | 2019-03-04 12:35:39 +0000 | [diff] [blame] | 13 | struct StridedSliceFixture : public ParserFlatbuffersSerializeFixture |
| 14 | { |
| 15 | explicit StridedSliceFixture(const std::string& inputShape, |
| 16 | const std::string& begin, |
| 17 | const std::string& end, |
| 18 | const std::string& stride, |
| 19 | const std::string& beginMask, |
| 20 | const std::string& endMask, |
| 21 | const std::string& shrinkAxisMask, |
| 22 | const std::string& ellipsisMask, |
| 23 | const std::string& newAxisMask, |
| 24 | const std::string& dataLayout, |
| 25 | const std::string& outputShape, |
| 26 | const std::string& dataType) |
| 27 | { |
| 28 | m_JsonString = R"( |
| 29 | { |
| 30 | inputIds: [0], |
| 31 | outputIds: [2], |
| 32 | layers: [ |
| 33 | { |
| 34 | layer_type: "InputLayer", |
| 35 | layer: { |
| 36 | base: { |
| 37 | layerBindingId: 0, |
| 38 | base: { |
| 39 | index: 0, |
| 40 | layerName: "InputLayer", |
| 41 | layerType: "Input", |
| 42 | inputSlots: [{ |
| 43 | index: 0, |
| 44 | connection: {sourceLayerIndex:0, outputSlotIndex:0 }, |
| 45 | }], |
| 46 | outputSlots: [{ |
| 47 | index: 0, |
| 48 | tensorInfo: { |
| 49 | dimensions: )" + inputShape + R"(, |
| 50 | dataType: )" + dataType + R"( |
| 51 | } |
| 52 | }] |
| 53 | } |
| 54 | } |
| 55 | } |
| 56 | }, |
| 57 | { |
| 58 | layer_type: "StridedSliceLayer", |
| 59 | layer: { |
| 60 | base: { |
| 61 | index: 1, |
| 62 | layerName: "StridedSliceLayer", |
| 63 | layerType: "StridedSlice", |
| 64 | inputSlots: [{ |
| 65 | index: 0, |
| 66 | connection: {sourceLayerIndex:0, outputSlotIndex:0 }, |
| 67 | }], |
| 68 | outputSlots: [{ |
| 69 | index: 0, |
| 70 | tensorInfo: { |
| 71 | dimensions: )" + outputShape + R"(, |
| 72 | dataType: )" + dataType + R"( |
| 73 | } |
| 74 | }] |
| 75 | }, |
| 76 | descriptor: { |
| 77 | begin: )" + begin + R"(, |
| 78 | end: )" + end + R"(, |
| 79 | stride: )" + stride + R"(, |
| 80 | beginMask: )" + beginMask + R"(, |
| 81 | endMask: )" + endMask + R"(, |
| 82 | shrinkAxisMask: )" + shrinkAxisMask + R"(, |
| 83 | ellipsisMask: )" + ellipsisMask + R"(, |
| 84 | newAxisMask: )" + newAxisMask + R"(, |
| 85 | dataLayout: )" + dataLayout + R"(, |
| 86 | } |
| 87 | } |
| 88 | }, |
| 89 | { |
| 90 | layer_type: "OutputLayer", |
| 91 | layer: { |
| 92 | base:{ |
| 93 | layerBindingId: 2, |
| 94 | base: { |
| 95 | index: 2, |
| 96 | layerName: "OutputLayer", |
| 97 | layerType: "Output", |
| 98 | inputSlots: [{ |
| 99 | index: 0, |
| 100 | connection: {sourceLayerIndex:1, outputSlotIndex:0 }, |
| 101 | }], |
| 102 | outputSlots: [{ |
| 103 | index: 0, |
| 104 | tensorInfo: { |
| 105 | dimensions: )" + outputShape + R"(, |
| 106 | dataType: )" + dataType + R"( |
| 107 | }, |
| 108 | }], |
| 109 | } |
| 110 | } |
| 111 | }, |
| 112 | } |
| 113 | ] |
| 114 | } |
| 115 | )"; |
| 116 | SetupSingleInputSingleOutput("InputLayer", "OutputLayer"); |
| 117 | } |
| 118 | }; |
| 119 | |
| 120 | struct SimpleStridedSliceFixture : StridedSliceFixture |
| 121 | { |
| 122 | SimpleStridedSliceFixture() : StridedSliceFixture("[ 3, 2, 3, 1 ]", |
| 123 | "[ 0, 0, 0, 0 ]", |
| 124 | "[ 3, 2, 3, 1 ]", |
| 125 | "[ 2, 2, 2, 1 ]", |
| 126 | "0", |
| 127 | "0", |
| 128 | "0", |
| 129 | "0", |
| 130 | "0", |
| 131 | "NCHW", |
| 132 | "[ 2, 1, 2, 1 ]", |
| 133 | "Float32") {} |
| 134 | }; |
| 135 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 136 | TEST_CASE_FIXTURE(SimpleStridedSliceFixture, "SimpleStridedSliceFloat32") |
Nattapat Chaimanowong | b348521 | 2019-03-04 12:35:39 +0000 | [diff] [blame] | 137 | { |
| 138 | RunTest<4, armnn::DataType::Float32>(0, |
| 139 | { |
| 140 | 1.0f, 1.0f, 1.0f, 2.0f, 2.0f, 2.0f, |
| 141 | 3.0f, 3.0f, 3.0f, 4.0f, 4.0f, 4.0f, |
| 142 | 5.0f, 5.0f, 5.0f, 6.0f, 6.0f, 6.0f |
| 143 | }, |
| 144 | { |
| 145 | 1.0f, 1.0f, 5.0f, 5.0f |
| 146 | }); |
| 147 | } |
| 148 | |
| 149 | struct StridedSliceMaskFixture : StridedSliceFixture |
| 150 | { |
| 151 | StridedSliceMaskFixture() : StridedSliceFixture("[ 3, 2, 3, 1 ]", |
| 152 | "[ 1, 1, 1, 1 ]", |
| 153 | "[ 1, 1, 1, 1 ]", |
| 154 | "[ 1, 1, 1, 1 ]", |
| 155 | "15", |
| 156 | "15", |
| 157 | "0", |
| 158 | "0", |
| 159 | "0", |
| 160 | "NCHW", |
| 161 | "[ 3, 2, 3, 1 ]", |
| 162 | "Float32") {} |
| 163 | }; |
| 164 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 165 | TEST_CASE_FIXTURE(StridedSliceMaskFixture, "StridedSliceMaskFloat32") |
Nattapat Chaimanowong | b348521 | 2019-03-04 12:35:39 +0000 | [diff] [blame] | 166 | { |
| 167 | RunTest<4, armnn::DataType::Float32>(0, |
| 168 | { |
| 169 | 1.0f, 1.0f, 1.0f, 2.0f, 2.0f, 2.0f, |
| 170 | 3.0f, 3.0f, 3.0f, 4.0f, 4.0f, 4.0f, |
| 171 | 5.0f, 5.0f, 5.0f, 6.0f, 6.0f, 6.0f |
| 172 | }, |
| 173 | { |
| 174 | 1.0f, 1.0f, 1.0f, 2.0f, 2.0f, 2.0f, |
| 175 | 3.0f, 3.0f, 3.0f, 4.0f, 4.0f, 4.0f, |
| 176 | 5.0f, 5.0f, 5.0f, 6.0f, 6.0f, 6.0f |
| 177 | }); |
| 178 | } |
| 179 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 180 | } |