Nina Drozd | 0324f48 | 2019-04-08 10:52:10 +0100 | [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 "ParserFlatbuffersFixture.hpp" |
| 8 | #include "../TfLiteParser.hpp" |
| 9 | |
| 10 | #include <string> |
| 11 | #include <iostream> |
| 12 | |
| 13 | BOOST_AUTO_TEST_SUITE(TensorflowLiteParser) |
| 14 | |
| 15 | struct SplitFixture : public ParserFlatbuffersFixture |
| 16 | { |
Narumol Prangnawarat | 17660e6 | 2019-04-18 16:56:19 +0100 | [diff] [blame] | 17 | explicit SplitFixture(const std::string& inputShape, |
| 18 | const std::string& axisShape, |
| 19 | const std::string& numSplits, |
| 20 | const std::string& outputShape1, |
| 21 | const std::string& outputShape2, |
| 22 | const std::string& axisData) |
Nina Drozd | 0324f48 | 2019-04-08 10:52:10 +0100 | [diff] [blame] | 23 | { |
| 24 | m_JsonString = R"( |
| 25 | { |
| 26 | "version": 3, |
| 27 | "operator_codes": [ { "builtin_code": "SPLIT" } ], |
| 28 | "subgraphs": [ { |
| 29 | "tensors": [ |
| 30 | { |
| 31 | "shape": )" + inputShape + R"(, |
| 32 | "type": "FLOAT32", |
| 33 | "buffer": 0, |
| 34 | "name": "inputTensor", |
| 35 | "quantization": { |
| 36 | "min": [ 0.0 ], |
| 37 | "max": [ 255.0 ], |
| 38 | "scale": [ 1.0 ], |
| 39 | "zero_point": [ 0 ], |
| 40 | } |
| 41 | }, |
| 42 | { |
| 43 | "shape": )" + axisShape + R"(, |
| 44 | "type": "INT32", |
| 45 | "buffer": 1, |
| 46 | "name": "axis", |
| 47 | "quantization": { |
| 48 | "min": [ 0.0 ], |
| 49 | "max": [ 255.0 ], |
| 50 | "scale": [ 1.0 ], |
| 51 | "zero_point": [ 0 ], |
| 52 | } |
| 53 | }, |
| 54 | { |
| 55 | "shape": )" + outputShape1 + R"( , |
| 56 | "type": "FLOAT32", |
| 57 | "buffer": 2, |
| 58 | "name": "outputTensor1", |
| 59 | "quantization": { |
| 60 | "min": [ 0.0 ], |
| 61 | "max": [ 255.0 ], |
| 62 | "scale": [ 1.0 ], |
| 63 | "zero_point": [ 0 ], |
| 64 | } |
| 65 | }, |
| 66 | { |
| 67 | "shape": )" + outputShape2 + R"( , |
| 68 | "type": "FLOAT32", |
| 69 | "buffer": 3, |
| 70 | "name": "outputTensor2", |
| 71 | "quantization": { |
| 72 | "min": [ 0.0 ], |
| 73 | "max": [ 255.0 ], |
| 74 | "scale": [ 1.0 ], |
| 75 | "zero_point": [ 0 ], |
| 76 | } |
| 77 | } |
| 78 | ], |
Narumol Prangnawarat | 17660e6 | 2019-04-18 16:56:19 +0100 | [diff] [blame] | 79 | "inputs": [ 0 ], |
Nina Drozd | 0324f48 | 2019-04-08 10:52:10 +0100 | [diff] [blame] | 80 | "outputs": [ 2, 3 ], |
| 81 | "operators": [ |
| 82 | { |
| 83 | "opcode_index": 0, |
Narumol Prangnawarat | 17660e6 | 2019-04-18 16:56:19 +0100 | [diff] [blame] | 84 | "inputs": [ 1, 0 ], |
Nina Drozd | 0324f48 | 2019-04-08 10:52:10 +0100 | [diff] [blame] | 85 | "outputs": [ 2, 3 ], |
| 86 | "builtin_options_type": "SplitOptions", |
| 87 | "builtin_options": { |
| 88 | "num_splits": )" + numSplits + R"( |
| 89 | }, |
| 90 | "custom_options_format": "FLEXBUFFERS" |
| 91 | } |
| 92 | ], |
| 93 | } ], |
Narumol Prangnawarat | 17660e6 | 2019-04-18 16:56:19 +0100 | [diff] [blame] | 94 | "buffers" : [ {}, {"data": )" + axisData + R"( }, {}, {} ] |
Nina Drozd | 0324f48 | 2019-04-08 10:52:10 +0100 | [diff] [blame] | 95 | } |
| 96 | )"; |
| 97 | |
| 98 | Setup(); |
| 99 | } |
| 100 | }; |
| 101 | |
| 102 | |
| 103 | struct SimpleSplitFixture : SplitFixture |
| 104 | { |
Narumol Prangnawarat | 17660e6 | 2019-04-18 16:56:19 +0100 | [diff] [blame] | 105 | SimpleSplitFixture() : SplitFixture( "[ 2, 2, 2, 2 ]", "[ ]", "2", |
| 106 | "[ 2, 1, 2, 2 ]", "[ 2, 1, 2, 2 ]", "[ 1, 0, 0, 0 ]") |
Nina Drozd | 0324f48 | 2019-04-08 10:52:10 +0100 | [diff] [blame] | 107 | {} |
| 108 | }; |
| 109 | |
| 110 | BOOST_FIXTURE_TEST_CASE(ParseAxisOneSplitTwo, SimpleSplitFixture) |
| 111 | { |
| 112 | |
| 113 | RunTest<4, armnn::DataType::Float32>( |
| 114 | 0, |
| 115 | { {"inputTensor", { 1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f, 7.0f, 8.0f, 9.0f, 10.0f, |
| 116 | 11.0f, 12.0f, 13.0f, 14.0f, 15.0f, 16.0f } } }, |
Narumol Prangnawarat | 17660e6 | 2019-04-18 16:56:19 +0100 | [diff] [blame] | 117 | { {"outputTensor1", { 1.0f, 2.0f, 3.0f, 4.0f, 9.0f, 10.0f, 11.0f, 12.0f } }, |
| 118 | {"outputTensor2", { 5.0f, 6.0f, 7.0f, 8.0f, 13.0f, 14.0f, 15.0f, 16.0f } } }); |
Nina Drozd | 0324f48 | 2019-04-08 10:52:10 +0100 | [diff] [blame] | 119 | } |
| 120 | |
| 121 | struct SimpleSplitAxisThreeFixture : SplitFixture |
| 122 | { |
Narumol Prangnawarat | 17660e6 | 2019-04-18 16:56:19 +0100 | [diff] [blame] | 123 | SimpleSplitAxisThreeFixture() : SplitFixture( "[ 2, 2, 2, 2 ]", "[ ]", "2", |
| 124 | "[ 2, 2, 2, 1 ]", "[ 2, 2, 2, 1 ]", "[ 3, 0, 0, 0 ]") |
Nina Drozd | 0324f48 | 2019-04-08 10:52:10 +0100 | [diff] [blame] | 125 | {} |
| 126 | }; |
| 127 | |
| 128 | BOOST_FIXTURE_TEST_CASE(ParseAxisThreeSplitTwo, SimpleSplitAxisThreeFixture) |
| 129 | { |
| 130 | RunTest<4, armnn::DataType::Float32>( |
| 131 | 0, |
| 132 | { {"inputTensor", { 1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f, 7.0f, 8.0f, 9.0f, 10.0f, |
| 133 | 11.0f, 12.0f, 13.0f, 14.0f, 15.0f, 16.0f } } }, |
Narumol Prangnawarat | 17660e6 | 2019-04-18 16:56:19 +0100 | [diff] [blame] | 134 | { {"outputTensor1", { 1.0f, 3.0f, 5.0f, 7.0f, 9.0f, 11.0f, 13.0f, 15.0f } }, |
Nina Drozd | 0324f48 | 2019-04-08 10:52:10 +0100 | [diff] [blame] | 135 | {"outputTensor2", { 2.0f, 4.0f, 6.0f, 8.0f, 10.0f, 12.0f, 14.0f, 16.0f } } } ); |
| 136 | } |
| 137 | |
Narumol Prangnawarat | 17660e6 | 2019-04-18 16:56:19 +0100 | [diff] [blame] | 138 | struct SimpleSplit2DFixture : SplitFixture |
| 139 | { |
| 140 | SimpleSplit2DFixture() : SplitFixture( "[ 1, 8 ]", "[ ]", "2", "[ 1, 4 ]", "[ 1, 4 ]", "[ 1, 0, 0, 0 ]") |
| 141 | {} |
| 142 | }; |
| 143 | |
| 144 | BOOST_FIXTURE_TEST_CASE(SimpleSplit2D, SimpleSplit2DFixture) |
| 145 | { |
| 146 | RunTest<2, armnn::DataType::Float32>( |
| 147 | 0, |
| 148 | { {"inputTensor", { 1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f, 7.0f, 8.0f } } }, |
| 149 | { {"outputTensor1", { 1.0f, 2.0f, 3.0f, 4.0f } }, |
| 150 | {"outputTensor2", { 5.0f, 6.0f, 7.0f, 8.0f } } } ); |
| 151 | } |
| 152 | |
| 153 | struct SimpleSplit3DFixture : SplitFixture |
| 154 | { |
| 155 | SimpleSplit3DFixture() : SplitFixture( "[ 1, 8, 2 ]", "[ ]", "2", "[ 1, 4, 2 ]", "[ 1, 4, 2 ]", "[ 1, 0, 0, 0 ]") |
| 156 | {} |
| 157 | }; |
| 158 | |
| 159 | BOOST_FIXTURE_TEST_CASE(SimpleSplit3D, SimpleSplit3DFixture) |
| 160 | { |
| 161 | RunTest<3, armnn::DataType::Float32>( |
| 162 | 0, |
| 163 | { {"inputTensor", { 1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f, 7.0f, 8.0f, 9.0f, |
| 164 | 10.0f, 11.0f, 12.0f, 13.0f, 14.0f, 15.0f, 16.0f } } }, |
| 165 | { {"outputTensor1", { 1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f, 7.0f, 8.0f } }, |
| 166 | {"outputTensor2", { 9.0f, 10.0f, 11.0f, 12.0f, 13.0f, 14.0f, 15.0f, 16.0f } } } ); |
| 167 | } |
| 168 | |
Nina Drozd | 0324f48 | 2019-04-08 10:52:10 +0100 | [diff] [blame] | 169 | BOOST_AUTO_TEST_SUITE_END() |