| Sadik Armagan | dbb0c0c | 2019-02-21 09:01:41 +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> |
| Sadik Armagan | dbb0c0c | 2019-02-21 09:01:41 +0000 | [diff] [blame] | 9 | |
| 10 | #include <string> |
| Sadik Armagan | dbb0c0c | 2019-02-21 09:01:41 +0000 | [diff] [blame] | 11 | |
| 12 | BOOST_AUTO_TEST_SUITE(DeserializeParser) |
| 13 | |
| 14 | struct FullyConnectedFixture : public ParserFlatbuffersSerializeFixture |
| 15 | { |
| 16 | explicit FullyConnectedFixture(const std::string & inputShape1, |
| 17 | const std::string & outputShape, |
| 18 | const std::string & weightsShape, |
| 19 | const std::string & dataType) |
| 20 | { |
| 21 | m_JsonString = R"( |
| 22 | { |
| 23 | inputIds: [0], |
| 24 | outputIds: [2], |
| 25 | layers: [{ |
| 26 | layer_type: "InputLayer", |
| 27 | layer: { |
| 28 | base: { |
| 29 | layerBindingId: 0, |
| 30 | base: { |
| 31 | index: 0, |
| 32 | layerName: "InputLayer", |
| 33 | layerType: "Input", |
| 34 | inputSlots: [{ |
| 35 | index: 0, |
| 36 | connection: {sourceLayerIndex:0, outputSlotIndex:0 }, |
| 37 | }], |
| 38 | outputSlots: [{ |
| 39 | index: 0, |
| 40 | tensorInfo: { |
| 41 | dimensions: )" + inputShape1 + R"(, |
| 42 | dataType: )" + dataType + R"(, |
| 43 | quantizationScale: 1.0, |
| 44 | quantizationOffset: 0 |
| 45 | }, |
| 46 | }] |
| 47 | }, |
| 48 | } |
| 49 | }, |
| 50 | }, |
| 51 | { |
| 52 | layer_type: "FullyConnectedLayer", |
| 53 | layer : { |
| 54 | base: { |
| 55 | index:1, |
| 56 | layerName: "FullyConnectedLayer", |
| 57 | layerType: "FullyConnected", |
| 58 | inputSlots: [{ |
| 59 | index: 0, |
| 60 | connection: {sourceLayerIndex:0, outputSlotIndex:0 }, |
| 61 | }], |
| 62 | outputSlots: [{ |
| 63 | index: 0, |
| 64 | tensorInfo: { |
| 65 | dimensions: )" + outputShape + R"(, |
| 66 | dataType: )" + dataType + R"(, |
| 67 | quantizationScale: 2.0, |
| 68 | quantizationOffset: 0 |
| 69 | }, |
| 70 | }], |
| 71 | }, |
| 72 | descriptor: { |
| 73 | biasEnabled: false, |
| 74 | transposeWeightsMatrix: true |
| 75 | }, |
| 76 | weights: { |
| 77 | info: { |
| 78 | dimensions: )" + weightsShape + R"(, |
| 79 | dataType: )" + dataType + R"(, |
| 80 | quantizationScale: 1.0, |
| 81 | quantizationOffset: 0 |
| 82 | }, |
| 83 | data_type: ByteData, |
| 84 | data: { |
| 85 | data: [ |
| 86 | 2, 3, 4, 5 |
| 87 | ], |
| 88 | } |
| 89 | } |
| 90 | }, |
| 91 | }, |
| 92 | { |
| 93 | layer_type: "OutputLayer", |
| 94 | layer: { |
| 95 | base:{ |
| 96 | layerBindingId: 0, |
| 97 | base: { |
| 98 | index: 2, |
| 99 | layerName: "OutputLayer", |
| 100 | layerType: "Output", |
| 101 | inputSlots: [{ |
| 102 | index: 0, |
| 103 | connection: {sourceLayerIndex:1, outputSlotIndex:0 }, |
| 104 | }], |
| 105 | outputSlots: [ { |
| 106 | index: 0, |
| 107 | tensorInfo: { |
| 108 | dimensions: )" + outputShape + R"(, |
| 109 | dataType: )" + dataType + R"( |
| 110 | }, |
| 111 | }], |
| 112 | } |
| 113 | }}, |
| 114 | }] |
| 115 | } |
| 116 | )"; |
| 117 | Setup(); |
| 118 | } |
| 119 | }; |
| 120 | |
| 121 | struct FullyConnectedWithNoBiasFixture : FullyConnectedFixture |
| 122 | { |
| 123 | FullyConnectedWithNoBiasFixture() |
| 124 | : FullyConnectedFixture("[ 1, 4, 1, 1 ]", // inputShape |
| 125 | "[ 1, 1 ]", // outputShape |
| 126 | "[ 1, 4 ]", // filterShape |
| 127 | "QuantisedAsymm8") // filterData |
| 128 | {} |
| 129 | }; |
| 130 | |
| 131 | BOOST_FIXTURE_TEST_CASE(FullyConnectedWithNoBias, FullyConnectedWithNoBiasFixture) |
| 132 | { |
| Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 133 | RunTest<2, armnn::DataType::QAsymmU8>( |
| Sadik Armagan | dbb0c0c | 2019-02-21 09:01:41 +0000 | [diff] [blame] | 134 | 0, |
| 135 | {{"InputLayer", { 10, 20, 30, 40 }}}, |
| 136 | {{"OutputLayer", { 400/2 }}}); |
| 137 | } |
| 138 | |
| 139 | BOOST_AUTO_TEST_SUITE_END() |