| Sadik Armagan | ac97c8c | 2019-03-04 17:44:21 +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 | ac97c8c | 2019-03-04 17:44:21 +0000 | [diff] [blame] | 9 | |
| 10 | #include <string> |
| Sadik Armagan | ac97c8c | 2019-03-04 17:44:21 +0000 | [diff] [blame] | 11 | |
| 12 | BOOST_AUTO_TEST_SUITE(Deserializer) |
| 13 | |
| 14 | struct MeanFixture : public ParserFlatbuffersSerializeFixture |
| 15 | { |
| 16 | explicit MeanFixture(const std::string &inputShape, |
| 17 | const std::string &outputShape, |
| 18 | const std::string &axis, |
| 19 | const std::string &dataType) |
| 20 | { |
| 21 | m_JsonString = R"( |
| 22 | { |
| 23 | inputIds: [0], |
| 24 | outputIds: [2], |
| 25 | layers: [ |
| 26 | { |
| 27 | layer_type: "InputLayer", |
| 28 | layer: { |
| 29 | base: { |
| 30 | layerBindingId: 0, |
| 31 | base: { |
| 32 | index: 0, |
| 33 | layerName: "InputLayer", |
| 34 | layerType: "Input", |
| 35 | inputSlots: [{ |
| 36 | index: 0, |
| 37 | connection: {sourceLayerIndex:0, outputSlotIndex:0 }, |
| 38 | }], |
| 39 | outputSlots: [{ |
| 40 | index: 0, |
| 41 | tensorInfo: { |
| 42 | dimensions: )" + inputShape + R"(, |
| 43 | dataType: )" + dataType + R"( |
| 44 | } |
| 45 | }] |
| 46 | } |
| 47 | } |
| 48 | } |
| 49 | }, |
| 50 | { |
| 51 | layer_type: "MeanLayer", |
| 52 | layer: { |
| 53 | base: { |
| 54 | index: 1, |
| 55 | layerName: "MeanLayer", |
| 56 | layerType: "Mean", |
| 57 | inputSlots: [{ |
| 58 | index: 0, |
| 59 | connection: {sourceLayerIndex:0, outputSlotIndex:0 }, |
| 60 | }], |
| 61 | outputSlots: [{ |
| 62 | index: 0, |
| 63 | tensorInfo: { |
| 64 | dimensions: )" + outputShape + R"(, |
| 65 | dataType: )" + dataType + R"( |
| 66 | } |
| 67 | }] |
| 68 | }, |
| 69 | descriptor: { |
| 70 | axis: )" + axis + R"(, |
| 71 | keepDims: true |
| 72 | } |
| 73 | } |
| 74 | }, |
| 75 | { |
| 76 | layer_type: "OutputLayer", |
| 77 | layer: { |
| 78 | base:{ |
| 79 | layerBindingId: 2, |
| 80 | base: { |
| 81 | index: 2, |
| 82 | layerName: "OutputLayer", |
| 83 | layerType: "Output", |
| 84 | inputSlots: [{ |
| 85 | index: 0, |
| 86 | connection: {sourceLayerIndex:1, outputSlotIndex:0 }, |
| 87 | }], |
| 88 | outputSlots: [{ |
| 89 | index: 0, |
| 90 | tensorInfo: { |
| 91 | dimensions: )" + outputShape + R"(, |
| 92 | dataType: )" + dataType + R"( |
| 93 | }, |
| 94 | }], |
| 95 | } |
| 96 | } |
| 97 | }, |
| 98 | } |
| 99 | ] |
| 100 | } |
| 101 | )"; |
| 102 | Setup(); |
| 103 | } |
| 104 | }; |
| 105 | |
| 106 | struct SimpleMeanFixture : MeanFixture |
| 107 | { |
| 108 | SimpleMeanFixture() |
| 109 | : MeanFixture("[ 1, 1, 3, 2 ]", // inputShape |
| 110 | "[ 1, 1, 1, 2 ]", // outputShape |
| 111 | "[ 2 ]", // axis |
| 112 | "Float32") // dataType |
| 113 | {} |
| 114 | }; |
| 115 | |
| 116 | BOOST_FIXTURE_TEST_CASE(SimpleMean, SimpleMeanFixture) |
| 117 | { |
| 118 | RunTest<4, armnn::DataType::Float32>( |
| 119 | 0, |
| 120 | {{"InputLayer", { 1.0f, 1.0f, 2.0f, 2.0f, 3.0f, 3.0f }}}, |
| 121 | {{"OutputLayer", { 2.0f, 2.0f }}}); |
| 122 | } |
| 123 | |
| 124 | BOOST_AUTO_TEST_SUITE_END() |