| Mike Kelly | af48401 | 2019-02-20 16:53:11 +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" |
| 8 | #include "../Deserializer.hpp" |
| 9 | |
| 10 | #include <string> |
| 11 | #include <iostream> |
| 12 | |
| 13 | BOOST_AUTO_TEST_SUITE(DeserializeParser) |
| 14 | |
| 15 | struct ActivationFixture : public ParserFlatbuffersSerializeFixture |
| 16 | { |
| 17 | explicit ActivationFixture(const std::string& inputShape, |
| 18 | const std::string& outputShape, |
| 19 | const std::string& dataType, |
| 20 | const std::string& activationType="Sigmoid", |
| 21 | const std::string& a = "0.0", |
| 22 | const std::string& b = "0.0") |
| 23 | { |
| 24 | m_JsonString = R"( |
| 25 | { |
| 26 | inputIds: [0], |
| 27 | outputIds: [2], |
| 28 | layers: [{ |
| 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 | }, |
| 51 | }, |
| 52 | { |
| 53 | layer_type: "ActivationLayer", |
| 54 | layer : { |
| 55 | base: { |
| 56 | index:1, |
| 57 | layerName: "ActivationLayer", |
| 58 | layerType: "Activation", |
| 59 | inputSlots: [{ |
| 60 | index: 0, |
| 61 | connection: {sourceLayerIndex:0, outputSlotIndex:0 }, |
| 62 | }], |
| 63 | outputSlots: [{ |
| 64 | index: 0, |
| 65 | tensorInfo: { |
| 66 | dimensions: )" + outputShape + R"(, |
| 67 | dataType: )" + dataType + R"( |
| 68 | }, |
| 69 | }], |
| 70 | }, |
| 71 | descriptor: { |
| 72 | a: )" + a + R"(, |
| 73 | b: )" + b + R"(, |
| 74 | function: )" + activationType + R"( |
| 75 | }, |
| 76 | }, |
| 77 | }, |
| 78 | { |
| 79 | layer_type: "OutputLayer", |
| 80 | layer: { |
| 81 | base:{ |
| 82 | layerBindingId: 2, |
| 83 | base: { |
| 84 | index: 2, |
| 85 | layerName: "OutputLayer", |
| 86 | layerType: "Output", |
| 87 | inputSlots: [{ |
| 88 | index: 0, |
| 89 | connection: {sourceLayerIndex:1, outputSlotIndex:0 }, |
| 90 | }], |
| 91 | outputSlots: [{ |
| 92 | index: 0, |
| 93 | tensorInfo: { |
| 94 | dimensions: )" + outputShape + R"(, |
| 95 | dataType: )" + dataType + R"( |
| 96 | }, |
| 97 | }], |
| 98 | } |
| 99 | } |
| 100 | }, |
| 101 | }] |
| 102 | } |
| 103 | )"; |
| 104 | Setup(); |
| 105 | } |
| 106 | }; |
| 107 | |
| 108 | struct SimpleActivationFixture : ActivationFixture |
| 109 | { |
| 110 | SimpleActivationFixture() : ActivationFixture("[1, 2, 2, 1]", |
| 111 | "[1, 2, 2, 1]", |
| 112 | "QuantisedAsymm8", |
| 113 | "ReLu") {} |
| 114 | }; |
| 115 | |
| 116 | struct SimpleActivationFixture2 : ActivationFixture |
| 117 | { |
| 118 | SimpleActivationFixture2() : ActivationFixture("[1, 2, 2, 1]", |
| 119 | "[1, 2, 2, 1]", |
| 120 | "Float32", |
| 121 | "ReLu") {} |
| 122 | }; |
| 123 | |
| 124 | struct SimpleActivationFixture3 : ActivationFixture |
| 125 | { |
| 126 | SimpleActivationFixture3() : ActivationFixture("[1, 2, 2, 1]", |
| 127 | "[1, 2, 2, 1]", |
| 128 | "QuantisedAsymm8", |
| 129 | "BoundedReLu", |
| 130 | "5.0", |
| 131 | "0.0") {} |
| 132 | }; |
| 133 | |
| 134 | struct SimpleActivationFixture4 : ActivationFixture |
| 135 | { |
| 136 | SimpleActivationFixture4() : ActivationFixture("[1, 2, 2, 1]", |
| 137 | "[1, 2, 2, 1]", |
| 138 | "Float32", |
| 139 | "BoundedReLu", |
| 140 | "5.0", |
| 141 | "0.0") {} |
| 142 | }; |
| 143 | |
| 144 | |
| 145 | BOOST_FIXTURE_TEST_CASE(ActivationReluQuantisedAsymm8, SimpleActivationFixture) |
| 146 | { |
| 147 | RunTest<4, armnn::DataType::QuantisedAsymm8>( |
| 148 | 0, |
| 149 | {{"InputLayer", {10, 0, 2, 0}}}, |
| 150 | {{"OutputLayer", {10, 0, 2, 0}}}); |
| 151 | } |
| 152 | |
| 153 | BOOST_FIXTURE_TEST_CASE(ActivationReluFloat32, SimpleActivationFixture2) |
| 154 | { |
| 155 | RunTest<4, armnn::DataType::Float32>( |
| 156 | 0, |
| 157 | {{"InputLayer", {111, -85, 226, 3}}}, |
| 158 | {{"OutputLayer", {111, 0, 226, 3}}}); |
| 159 | } |
| 160 | |
| 161 | |
| 162 | BOOST_FIXTURE_TEST_CASE(ActivationBoundedReluQuantisedAsymm8, SimpleActivationFixture3) |
| 163 | { |
| 164 | RunTest<4, armnn::DataType::QuantisedAsymm8>( |
| 165 | 0, |
| 166 | {{"InputLayer", {10, 0, 2, 0}}}, |
| 167 | {{"OutputLayer", {5, 0, 2, 0}}}); |
| 168 | } |
| 169 | |
| 170 | BOOST_FIXTURE_TEST_CASE(ActivationBoundedReluFloat32, SimpleActivationFixture4) |
| 171 | { |
| 172 | RunTest<4, armnn::DataType::Float32>( |
| 173 | 0, |
| 174 | {{"InputLayer", {111, -85, 226, 3}}}, |
| 175 | {{"OutputLayer", {5, 0, 5, 3}}}); |
| 176 | } |
| 177 | |
| 178 | BOOST_AUTO_TEST_SUITE_END() |