Nina Drozd | 200e380 | 2019-04-15 09:47:39 +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 UnpackFixture : public ParserFlatbuffersFixture |
| 16 | { |
Narumol Prangnawarat | 2c52646 | 2019-10-21 14:58:26 +0100 | [diff] [blame] | 17 | explicit UnpackFixture(const std::string& inputShape, |
Nina Drozd | 200e380 | 2019-04-15 09:47:39 +0100 | [diff] [blame] | 18 | const unsigned int numberOfOutputs, |
Narumol Prangnawarat | 2c52646 | 2019-10-21 14:58:26 +0100 | [diff] [blame] | 19 | const std::string& outputShape, |
| 20 | const std::string& axis, |
| 21 | const std::string& num, |
| 22 | const std::string& dataType, |
| 23 | const std::string& outputScale, |
| 24 | const std::string& outputOffset) |
Nina Drozd | 200e380 | 2019-04-15 09:47:39 +0100 | [diff] [blame] | 25 | { |
| 26 | // As input index is 0, output indexes start at 1 |
| 27 | std::string outputIndexes = "1"; |
| 28 | for(unsigned int i = 1; i < numberOfOutputs; i++) |
| 29 | { |
| 30 | outputIndexes += ", " + std::to_string(i+1); |
| 31 | } |
| 32 | m_JsonString = R"( |
| 33 | { |
| 34 | "version": 3, |
| 35 | "operator_codes": [ { "builtin_code": "UNPACK" } ], |
| 36 | "subgraphs": [ { |
| 37 | "tensors": [ |
| 38 | { |
| 39 | "shape": )" + inputShape + R"(, |
Narumol Prangnawarat | 2c52646 | 2019-10-21 14:58:26 +0100 | [diff] [blame] | 40 | "type": )" + dataType + R"(, |
Nina Drozd | 200e380 | 2019-04-15 09:47:39 +0100 | [diff] [blame] | 41 | "buffer": 0, |
| 42 | "name": "inputTensor", |
| 43 | "quantization": { |
| 44 | "min": [ 0.0 ], |
| 45 | "max": [ 255.0 ], |
| 46 | "scale": [ 1.0 ], |
| 47 | "zero_point": [ 0 ], |
| 48 | } |
| 49 | },)"; |
| 50 | // Append the required number of outputs for this UnpackFixture. |
| 51 | // As input index is 0, output indexes start at 1. |
| 52 | for(unsigned int i = 0; i < numberOfOutputs; i++) |
| 53 | { |
| 54 | m_JsonString += R"( |
| 55 | { |
| 56 | "shape": )" + outputShape + R"( , |
Narumol Prangnawarat | 2c52646 | 2019-10-21 14:58:26 +0100 | [diff] [blame] | 57 | "type": )" + dataType + R"(, |
Nina Drozd | 200e380 | 2019-04-15 09:47:39 +0100 | [diff] [blame] | 58 | "buffer": )" + std::to_string(i + 1) + R"(, |
| 59 | "name": "outputTensor)" + std::to_string(i + 1) + R"(", |
| 60 | "quantization": { |
| 61 | "min": [ 0.0 ], |
| 62 | "max": [ 255.0 ], |
Narumol Prangnawarat | 2c52646 | 2019-10-21 14:58:26 +0100 | [diff] [blame] | 63 | "scale": [ )" + outputScale + R"( ], |
| 64 | "zero_point": [ )" + outputOffset + R"( ], |
Nina Drozd | 200e380 | 2019-04-15 09:47:39 +0100 | [diff] [blame] | 65 | } |
| 66 | },)"; |
| 67 | } |
| 68 | m_JsonString += R"( |
| 69 | ], |
| 70 | "inputs": [ 0 ], |
| 71 | "outputs": [ )" + outputIndexes + R"( ], |
| 72 | "operators": [ |
| 73 | { |
| 74 | "opcode_index": 0, |
| 75 | "inputs": [ 0 ], |
| 76 | "outputs": [ )" + outputIndexes + R"( ], |
| 77 | "builtin_options_type": "UnpackOptions", |
| 78 | "builtin_options": { |
| 79 | "axis": )" + axis; |
| 80 | |
| 81 | if(!num.empty()) |
| 82 | { |
| 83 | m_JsonString += R"(, |
| 84 | "num" : )" + num; |
| 85 | } |
| 86 | |
| 87 | m_JsonString += R"( |
| 88 | }, |
| 89 | "custom_options_format": "FLEXBUFFERS" |
| 90 | } |
| 91 | ], |
| 92 | } ], |
| 93 | "buffers" : [ |
| 94 | { }, |
| 95 | { } |
| 96 | ] |
| 97 | } |
| 98 | )"; |
| 99 | Setup(); |
| 100 | } |
| 101 | }; |
| 102 | |
| 103 | struct DefaultUnpackAxisZeroFixture : UnpackFixture |
| 104 | { |
Narumol Prangnawarat | 2c52646 | 2019-10-21 14:58:26 +0100 | [diff] [blame] | 105 | DefaultUnpackAxisZeroFixture() : UnpackFixture("[ 4, 1, 6 ]", 4, "[ 1, 6 ]", "0", "", "FLOAT32", "1.0", "0") {} |
| 106 | }; |
| 107 | |
| 108 | struct DefaultUnpackAxisZeroUint8Fixture : UnpackFixture |
| 109 | { |
| 110 | DefaultUnpackAxisZeroUint8Fixture() : UnpackFixture("[ 4, 1, 6 ]", 4, "[ 1, 6 ]", "0", "", "UINT8", "0.1", "0") {} |
Nina Drozd | 200e380 | 2019-04-15 09:47:39 +0100 | [diff] [blame] | 111 | }; |
| 112 | |
| 113 | BOOST_FIXTURE_TEST_CASE(UnpackAxisZeroNumIsDefaultNotSpecified, DefaultUnpackAxisZeroFixture) |
| 114 | { |
| 115 | RunTest<2, armnn::DataType::Float32>( |
| 116 | 0, |
| 117 | { {"inputTensor", { 1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f, |
| 118 | 7.0f, 8.0f, 9.0f, 10.0f, 11.0f, 12.0f, |
| 119 | 13.0f, 14.0f, 15.0f, 16.0f, 17.0f, 18.0f, |
| 120 | 19.0f, 20.0f, 21.0f, 22.0f, 23.0f, 24.0f } } }, |
| 121 | { {"outputTensor1", { 1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f }}, |
Narumol Prangnawarat | 2c52646 | 2019-10-21 14:58:26 +0100 | [diff] [blame] | 122 | {"outputTensor2", { 7.0f, 8.0f, 9.0f, 10.0f, 11.0f, 12.0f }}, |
Nina Drozd | 200e380 | 2019-04-15 09:47:39 +0100 | [diff] [blame] | 123 | {"outputTensor3", { 13.0f, 14.0f, 15.0f, 16.0f, 17.0f, 18.0f }}, |
| 124 | {"outputTensor4", { 19.0f, 20.0f, 21.0f, 22.0f, 23.0f, 24.0f }} }); |
| 125 | } |
| 126 | |
Narumol Prangnawarat | 2c52646 | 2019-10-21 14:58:26 +0100 | [diff] [blame] | 127 | BOOST_FIXTURE_TEST_CASE(UnpackAxisZeroNumIsDefaultNotSpecifiedUint8, DefaultUnpackAxisZeroUint8Fixture) |
| 128 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 129 | RunTest<2, armnn::DataType::QAsymmU8>( |
Narumol Prangnawarat | 2c52646 | 2019-10-21 14:58:26 +0100 | [diff] [blame] | 130 | 0, |
| 131 | { {"inputTensor", { 1, 2, 3, 4, 5, 6, |
| 132 | 7, 8, 9, 10, 11, 12, |
| 133 | 13, 14, 15, 16, 17, 18, |
| 134 | 19, 20, 21, 22, 23, 24 } } }, |
| 135 | { {"outputTensor1", { 10, 20, 30, 40, 50, 60 }}, |
| 136 | {"outputTensor2", { 70, 80, 90, 100, 110, 120 }}, |
| 137 | {"outputTensor3", { 130, 140, 150, 160, 170, 180 }}, |
| 138 | {"outputTensor4", { 190, 200, 210, 220, 230, 240 }} }); |
| 139 | } |
| 140 | |
Narumol Prangnawarat | 15eb583 | 2019-05-20 15:31:05 +0100 | [diff] [blame] | 141 | struct DefaultUnpackLastAxisFixture : UnpackFixture |
| 142 | { |
Narumol Prangnawarat | 2c52646 | 2019-10-21 14:58:26 +0100 | [diff] [blame] | 143 | DefaultUnpackLastAxisFixture() : UnpackFixture("[ 4, 1, 6 ]", 6, "[ 4, 1 ]", "2", "6", "FLOAT32", "1.0", "0") {} |
| 144 | }; |
| 145 | |
| 146 | struct DefaultUnpackLastAxisUint8Fixture : UnpackFixture |
| 147 | { |
| 148 | DefaultUnpackLastAxisUint8Fixture() : UnpackFixture("[ 4, 1, 6 ]", 6, "[ 4, 1 ]", "2", "6", "UINT8", "0.1", "0") {} |
Narumol Prangnawarat | 15eb583 | 2019-05-20 15:31:05 +0100 | [diff] [blame] | 149 | }; |
| 150 | |
| 151 | BOOST_FIXTURE_TEST_CASE(UnpackLastAxisNumSix, DefaultUnpackLastAxisFixture) |
| 152 | { |
| 153 | RunTest<2, armnn::DataType::Float32>( |
| 154 | 0, |
| 155 | { {"inputTensor", { 1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f, |
| 156 | 7.0f, 8.0f, 9.0f, 10.0f, 11.0f, 12.0f, |
| 157 | 13.0f, 14.0f, 15.0f, 16.0f, 17.0f, 18.0f, |
| 158 | 19.0f, 20.0f, 21.0f, 22.0f, 23.0f, 24.0f } } }, |
| 159 | { {"outputTensor1", { 1.0f, 7.0f, 13.0f, 19.0f }}, |
| 160 | {"outputTensor2", { 2.0f, 8.0f, 14.0f, 20.0f }}, |
| 161 | {"outputTensor3", { 3.0f, 9.0f, 15.0f, 21.0f }}, |
| 162 | {"outputTensor4", { 4.0f, 10.0f, 16.0f, 22.0f }}, |
| 163 | {"outputTensor5", { 5.0f, 11.0f, 17.0f, 23.0f }}, |
| 164 | {"outputTensor6", { 6.0f, 12.0f, 18.0f, 24.0f }} }); |
| 165 | } |
| 166 | |
Narumol Prangnawarat | 2c52646 | 2019-10-21 14:58:26 +0100 | [diff] [blame] | 167 | BOOST_FIXTURE_TEST_CASE(UnpackLastAxisNumSixUint8, DefaultUnpackLastAxisUint8Fixture) { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 168 | RunTest<2, armnn::DataType::QAsymmU8>( |
Narumol Prangnawarat | 2c52646 | 2019-10-21 14:58:26 +0100 | [diff] [blame] | 169 | 0, |
| 170 | {{"inputTensor", { 1, 2, 3, 4, 5, 6, |
| 171 | 7, 8, 9, 10, 11, 12, |
| 172 | 13, 14, 15, 16, 17, 18, |
| 173 | 19, 20, 21, 22, 23, 24 }}}, |
| 174 | {{"outputTensor1", { 10, 70, 130, 190 }}, |
| 175 | {"outputTensor2", { 20, 80, 140, 200 }}, |
| 176 | {"outputTensor3", { 30, 90, 150, 210 }}, |
| 177 | {"outputTensor4", { 40, 100, 160, 220 }}, |
| 178 | {"outputTensor5", { 50, 110, 170, 230 }}, |
| 179 | {"outputTensor6", { 60, 120, 180, 240 }}}); |
| 180 | } |
| 181 | |
Nina Drozd | 200e380 | 2019-04-15 09:47:39 +0100 | [diff] [blame] | 182 | BOOST_AUTO_TEST_SUITE_END() |