Saoirse Stewart | 3166c3e | 2019-02-18 15:24:53 +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" |
Derek Lamberti | 0028d1b | 2019-02-20 13:57:42 +0000 | [diff] [blame] | 8 | #include "../Deserializer.hpp" |
Saoirse Stewart | 3166c3e | 2019-02-18 15:24:53 +0000 | [diff] [blame] | 9 | |
| 10 | #include <string> |
| 11 | #include <iostream> |
| 12 | |
Derek Lamberti | 0028d1b | 2019-02-20 13:57:42 +0000 | [diff] [blame] | 13 | BOOST_AUTO_TEST_SUITE(Deserializer) |
Saoirse Stewart | 3166c3e | 2019-02-18 15:24:53 +0000 | [diff] [blame] | 14 | |
| 15 | struct Pooling2dFixture : public ParserFlatbuffersSerializeFixture |
| 16 | { |
| 17 | explicit Pooling2dFixture(const std::string &inputShape, |
| 18 | const std::string &outputShape, |
| 19 | const std::string &dataType, |
| 20 | const std::string &dataLayout, |
| 21 | const std::string &poolingAlgorithm) |
| 22 | { |
| 23 | m_JsonString = R"( |
| 24 | { |
| 25 | inputIds: [0], |
| 26 | outputIds: [2], |
| 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: "Pooling2dLayer", |
| 51 | layer: { |
| 52 | base: { |
| 53 | index: 1, |
| 54 | layerName: "Pooling2dLayer", |
| 55 | layerType: "Pooling2d", |
| 56 | inputSlots: [{ |
| 57 | index: 0, |
| 58 | connection: {sourceLayerIndex:0, outputSlotIndex:0 }, |
| 59 | }], |
| 60 | outputSlots: [ { |
| 61 | index: 0, |
| 62 | tensorInfo: { |
| 63 | dimensions: )" + outputShape + R"(, |
| 64 | dataType: )" + dataType + R"( |
| 65 | |
| 66 | }}]}, |
| 67 | descriptor: { |
| 68 | poolType: )" + poolingAlgorithm + R"(, |
| 69 | outputShapeRounding: "Floor", |
| 70 | paddingMethod: Exclude, |
| 71 | dataLayout: )" + dataLayout + R"(, |
| 72 | padLeft: 0, |
| 73 | padRight: 0, |
| 74 | padTop: 0, |
| 75 | padBottom: 0, |
| 76 | poolWidth: 2, |
| 77 | poolHeight: 2, |
| 78 | strideX: 2, |
| 79 | strideY: 2 |
| 80 | } |
| 81 | }}, |
| 82 | { |
| 83 | layer_type: "OutputLayer", |
| 84 | layer: { |
| 85 | base:{ |
| 86 | layerBindingId: 0, |
| 87 | base: { |
| 88 | index: 2, |
| 89 | layerName: "OutputLayer", |
| 90 | layerType: "Output", |
| 91 | inputSlots: [{ |
| 92 | index: 0, |
| 93 | connection: {sourceLayerIndex:1, outputSlotIndex:0 }, |
| 94 | }], |
| 95 | outputSlots: [ { |
| 96 | index: 0, |
| 97 | tensorInfo: { |
| 98 | dimensions: )" + outputShape + R"(, |
| 99 | dataType: )" + dataType + R"( |
| 100 | }, |
| 101 | }], |
| 102 | }}}, |
| 103 | }] |
| 104 | } |
| 105 | )"; |
| 106 | SetupSingleInputSingleOutput("InputLayer", "OutputLayer"); |
| 107 | } |
| 108 | }; |
| 109 | |
ruoyan01 | 23e1de6 | 2019-02-20 13:53:22 +0000 | [diff] [blame] | 110 | struct SimpleAvgPooling2dFixture : Pooling2dFixture |
Saoirse Stewart | 3166c3e | 2019-02-18 15:24:53 +0000 | [diff] [blame] | 111 | { |
ruoyan01 | 23e1de6 | 2019-02-20 13:53:22 +0000 | [diff] [blame] | 112 | SimpleAvgPooling2dFixture() : Pooling2dFixture("[ 1, 2, 2, 1 ]", "[ 1, 1, 1, 1 ]", |
| 113 | "Float32", "NHWC", "Average") {} |
Saoirse Stewart | 3166c3e | 2019-02-18 15:24:53 +0000 | [diff] [blame] | 114 | }; |
| 115 | |
ruoyan01 | 23e1de6 | 2019-02-20 13:53:22 +0000 | [diff] [blame] | 116 | struct SimpleAvgPooling2dFixture2 : Pooling2dFixture |
Saoirse Stewart | 3166c3e | 2019-02-18 15:24:53 +0000 | [diff] [blame] | 117 | { |
ruoyan01 | 23e1de6 | 2019-02-20 13:53:22 +0000 | [diff] [blame] | 118 | SimpleAvgPooling2dFixture2() : Pooling2dFixture("[ 1, 2, 2, 1 ]", |
| 119 | "[ 1, 1, 1, 1 ]", |
| 120 | "QuantisedAsymm8", "NHWC", "Average") {} |
Saoirse Stewart | 3166c3e | 2019-02-18 15:24:53 +0000 | [diff] [blame] | 121 | }; |
| 122 | |
ruoyan01 | 23e1de6 | 2019-02-20 13:53:22 +0000 | [diff] [blame] | 123 | struct SimpleMaxPooling2dFixture : Pooling2dFixture |
Saoirse Stewart | 3166c3e | 2019-02-18 15:24:53 +0000 | [diff] [blame] | 124 | { |
ruoyan01 | 23e1de6 | 2019-02-20 13:53:22 +0000 | [diff] [blame] | 125 | SimpleMaxPooling2dFixture() : Pooling2dFixture("[ 1, 1, 2, 2 ]", |
| 126 | "[ 1, 1, 1, 1 ]", |
| 127 | "Float32", "NCHW", "Max") {} |
Saoirse Stewart | 3166c3e | 2019-02-18 15:24:53 +0000 | [diff] [blame] | 128 | }; |
| 129 | |
ruoyan01 | 23e1de6 | 2019-02-20 13:53:22 +0000 | [diff] [blame] | 130 | struct SimpleMaxPooling2dFixture2 : Pooling2dFixture |
Saoirse Stewart | 3166c3e | 2019-02-18 15:24:53 +0000 | [diff] [blame] | 131 | { |
ruoyan01 | 23e1de6 | 2019-02-20 13:53:22 +0000 | [diff] [blame] | 132 | SimpleMaxPooling2dFixture2() : Pooling2dFixture("[ 1, 1, 2, 2 ]", |
| 133 | "[ 1, 1, 1, 1 ]", |
| 134 | "QuantisedAsymm8", "NCHW", "Max") {} |
Saoirse Stewart | 3166c3e | 2019-02-18 15:24:53 +0000 | [diff] [blame] | 135 | }; |
| 136 | |
ruoyan01 | 23e1de6 | 2019-02-20 13:53:22 +0000 | [diff] [blame] | 137 | BOOST_FIXTURE_TEST_CASE(Pooling2dFloat32Avg, SimpleAvgPooling2dFixture) |
Saoirse Stewart | 3166c3e | 2019-02-18 15:24:53 +0000 | [diff] [blame] | 138 | { |
| 139 | RunTest<4, armnn::DataType::Float32>(0, { 2, 3, 5, 2 }, { 3 }); |
| 140 | } |
| 141 | |
ruoyan01 | 23e1de6 | 2019-02-20 13:53:22 +0000 | [diff] [blame] | 142 | BOOST_FIXTURE_TEST_CASE(Pooling2dQuantisedAsymm8Avg, SimpleAvgPooling2dFixture2) |
Saoirse Stewart | 3166c3e | 2019-02-18 15:24:53 +0000 | [diff] [blame] | 143 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 144 | RunTest<4, armnn::DataType::QAsymmU8>(0, |
Saoirse Stewart | 3166c3e | 2019-02-18 15:24:53 +0000 | [diff] [blame] | 145 | { 20, 40, 60, 80 }, |
| 146 | { 50 }); |
| 147 | } |
| 148 | |
ruoyan01 | 23e1de6 | 2019-02-20 13:53:22 +0000 | [diff] [blame] | 149 | BOOST_FIXTURE_TEST_CASE(Pooling2dFloat32Max, SimpleMaxPooling2dFixture) |
Saoirse Stewart | 3166c3e | 2019-02-18 15:24:53 +0000 | [diff] [blame] | 150 | { |
| 151 | RunTest<4, armnn::DataType::Float32>(0, { 2, 5, 5, 2 }, { 5 }); |
| 152 | } |
| 153 | |
ruoyan01 | 23e1de6 | 2019-02-20 13:53:22 +0000 | [diff] [blame] | 154 | BOOST_FIXTURE_TEST_CASE(Pooling2dQuantisedAsymm8Max, SimpleMaxPooling2dFixture2) |
Saoirse Stewart | 3166c3e | 2019-02-18 15:24:53 +0000 | [diff] [blame] | 155 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 156 | RunTest<4, armnn::DataType::QAsymmU8>(0, |
Saoirse Stewart | 3166c3e | 2019-02-18 15:24:53 +0000 | [diff] [blame] | 157 | { 20, 40, 60, 80 }, |
| 158 | { 80 }); |
| 159 | } |
| 160 | |
| 161 | BOOST_AUTO_TEST_SUITE_END() |
| 162 | |