Finn Williams | 2605b23 | 2020-06-10 15:53:46 +0100 | [diff] [blame] | 1 | // |
| 2 | // Copyright © 2020 Arm Ltd and Contributors. All rights reserved. |
| 3 | // SPDX-License-Identifier: MIT |
| 4 | // |
| 5 | |
Finn Williams | 2605b23 | 2020-06-10 15:53:46 +0100 | [diff] [blame] | 6 | #include "ParserFlatbuffersSerializeFixture.hpp" |
Finn Williams | 85d3671 | 2021-01-26 22:30:06 +0000 | [diff] [blame] | 7 | #include <armnnDeserializer/IDeserializer.hpp> |
Finn Williams | 2605b23 | 2020-06-10 15:53:46 +0100 | [diff] [blame] | 8 | |
| 9 | #include <string> |
| 10 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 11 | TEST_SUITE("Deserializer_Rank") |
| 12 | { |
Finn Williams | 2605b23 | 2020-06-10 15:53:46 +0100 | [diff] [blame] | 13 | struct RankFixture : public ParserFlatbuffersSerializeFixture |
| 14 | { |
| 15 | explicit RankFixture(const std::string &inputShape, |
| 16 | const std::string &dataType) |
| 17 | { |
| 18 | m_JsonString = R"( |
| 19 | { |
| 20 | inputIds: [0], |
| 21 | outputIds: [2], |
| 22 | layers: [ |
| 23 | { |
| 24 | layer_type: "InputLayer", |
| 25 | layer: { |
| 26 | base: { |
| 27 | base: { |
| 28 | layerName: "", |
| 29 | layerType: "Input", |
| 30 | inputSlots: [ |
| 31 | |
| 32 | ], |
| 33 | outputSlots: [ |
| 34 | { |
| 35 | tensorInfo: { |
| 36 | dimensions: )" + inputShape + R"(, |
| 37 | dataType: )" + dataType + R"(, |
| 38 | quantizationScale: 0.0 |
| 39 | } |
| 40 | } |
| 41 | ] |
| 42 | } |
| 43 | } |
| 44 | } |
| 45 | }, |
| 46 | { |
| 47 | layer_type: "RankLayer", |
| 48 | layer: { |
| 49 | base: { |
| 50 | index: 1, |
| 51 | layerName: "rank", |
| 52 | layerType: "Rank", |
| 53 | inputSlots: [ |
| 54 | { |
| 55 | connection: { |
| 56 | sourceLayerIndex: 0, |
| 57 | outputSlotIndex: 0 |
| 58 | } |
| 59 | } |
| 60 | ], |
| 61 | outputSlots: [ |
| 62 | { |
| 63 | tensorInfo: { |
| 64 | dimensions: [ 1 ], |
| 65 | dataType: "Signed32", |
| 66 | quantizationScale: 0.0, |
| 67 | dimensionality: 2 |
| 68 | } |
| 69 | } |
| 70 | ] |
| 71 | } |
| 72 | } |
| 73 | }, |
| 74 | { |
| 75 | layer_type: "OutputLayer", |
| 76 | layer: { |
| 77 | base: { |
| 78 | base: { |
| 79 | index: 2, |
| 80 | layerName: "", |
| 81 | layerType: "Output", |
| 82 | inputSlots: [ |
| 83 | { |
| 84 | connection: { |
| 85 | sourceLayerIndex: 1, |
| 86 | outputSlotIndex: 0 |
| 87 | } |
| 88 | } |
| 89 | ], |
| 90 | outputSlots: [] |
| 91 | } |
| 92 | } |
| 93 | } |
| 94 | } |
| 95 | ], |
| 96 | } |
| 97 | )"; |
| 98 | Setup(); |
| 99 | } |
| 100 | }; |
| 101 | |
| 102 | struct SimpleRankDimSize1Fixture : RankFixture |
| 103 | { |
| 104 | SimpleRankDimSize1Fixture() : RankFixture("[ 8 ]", "QSymmS16") {} |
| 105 | }; |
| 106 | |
| 107 | struct SimpleRankDimSize2Fixture : RankFixture |
| 108 | { |
| 109 | SimpleRankDimSize2Fixture() : RankFixture("[ 3, 3 ]", "QSymmS8") {} |
| 110 | }; |
| 111 | |
| 112 | struct SimpleRankDimSize3Fixture : RankFixture |
| 113 | { |
| 114 | SimpleRankDimSize3Fixture() : RankFixture("[ 2, 2, 1 ]", "Signed32") {} |
| 115 | }; |
| 116 | |
| 117 | struct SimpleRankDimSize4Fixture : RankFixture |
| 118 | { |
| 119 | SimpleRankDimSize4Fixture() : RankFixture("[ 2, 2, 1, 1 ]", "Float32") {} |
| 120 | }; |
| 121 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 122 | TEST_CASE_FIXTURE(SimpleRankDimSize1Fixture, "RankDimSize1Float16") |
Finn Williams | 2605b23 | 2020-06-10 15:53:46 +0100 | [diff] [blame] | 123 | { |
| 124 | RunTest<1, armnn::DataType::QSymmS16, armnn::DataType::Signed32>( 0, |
| 125 | { 1, 2, 3, 4, 5, 6, 7, 8 }, |
| 126 | { 1 }); |
| 127 | } |
| 128 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 129 | TEST_CASE_FIXTURE(SimpleRankDimSize2Fixture, "RankDimSize2QAsymmU8") |
Finn Williams | 2605b23 | 2020-06-10 15:53:46 +0100 | [diff] [blame] | 130 | { |
| 131 | RunTest<1, armnn::DataType::QSymmS8, armnn::DataType::Signed32>( 0, |
| 132 | { 1, 2, 3, 4, 5, 6, 7, 8, 9 }, |
| 133 | { 2 }); |
| 134 | } |
| 135 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 136 | TEST_CASE_FIXTURE(SimpleRankDimSize3Fixture, "RankDimSize3Signed32") |
Finn Williams | 2605b23 | 2020-06-10 15:53:46 +0100 | [diff] [blame] | 137 | { |
| 138 | RunTest<1, armnn::DataType::Signed32, armnn::DataType::Signed32>( 0, |
| 139 | { 111, 85, 226, 3 }, |
| 140 | { 3 }); |
| 141 | } |
| 142 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 143 | TEST_CASE_FIXTURE(SimpleRankDimSize4Fixture, "RankDimSize4Float32") |
Finn Williams | 2605b23 | 2020-06-10 15:53:46 +0100 | [diff] [blame] | 144 | { |
| 145 | RunTest<1, armnn::DataType::Float32, armnn::DataType::Signed32>( 0, |
| 146 | { 111, 85, 226, 3 }, |
| 147 | { 4 }); |
| 148 | } |
| 149 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 150 | } |