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 | |
Nina Drozd | 200e380 | 2019-04-15 09:47:39 +0100 | [diff] [blame] | 6 | #include "ParserFlatbuffersFixture.hpp" |
| 7 | #include "../TfLiteParser.hpp" |
| 8 | |
| 9 | #include <string> |
| 10 | #include <iostream> |
| 11 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 12 | TEST_SUITE("TensorflowLiteParser_Unpack") |
| 13 | { |
Nina Drozd | 200e380 | 2019-04-15 09:47:39 +0100 | [diff] [blame] | 14 | struct UnpackFixture : public ParserFlatbuffersFixture |
| 15 | { |
Narumol Prangnawarat | 2c52646 | 2019-10-21 14:58:26 +0100 | [diff] [blame] | 16 | explicit UnpackFixture(const std::string& inputShape, |
Nina Drozd | 200e380 | 2019-04-15 09:47:39 +0100 | [diff] [blame] | 17 | const unsigned int numberOfOutputs, |
Narumol Prangnawarat | 2c52646 | 2019-10-21 14:58:26 +0100 | [diff] [blame] | 18 | const std::string& outputShape, |
| 19 | const std::string& axis, |
| 20 | const std::string& num, |
| 21 | const std::string& dataType, |
| 22 | const std::string& outputScale, |
| 23 | const std::string& outputOffset) |
Nina Drozd | 200e380 | 2019-04-15 09:47:39 +0100 | [diff] [blame] | 24 | { |
| 25 | // As input index is 0, output indexes start at 1 |
| 26 | std::string outputIndexes = "1"; |
| 27 | for(unsigned int i = 1; i < numberOfOutputs; i++) |
| 28 | { |
| 29 | outputIndexes += ", " + std::to_string(i+1); |
| 30 | } |
| 31 | m_JsonString = R"( |
| 32 | { |
| 33 | "version": 3, |
| 34 | "operator_codes": [ { "builtin_code": "UNPACK" } ], |
| 35 | "subgraphs": [ { |
| 36 | "tensors": [ |
| 37 | { |
| 38 | "shape": )" + inputShape + R"(, |
Narumol Prangnawarat | 2c52646 | 2019-10-21 14:58:26 +0100 | [diff] [blame] | 39 | "type": )" + dataType + R"(, |
Nina Drozd | 200e380 | 2019-04-15 09:47:39 +0100 | [diff] [blame] | 40 | "buffer": 0, |
| 41 | "name": "inputTensor", |
| 42 | "quantization": { |
| 43 | "min": [ 0.0 ], |
| 44 | "max": [ 255.0 ], |
| 45 | "scale": [ 1.0 ], |
| 46 | "zero_point": [ 0 ], |
| 47 | } |
| 48 | },)"; |
| 49 | // Append the required number of outputs for this UnpackFixture. |
| 50 | // As input index is 0, output indexes start at 1. |
| 51 | for(unsigned int i = 0; i < numberOfOutputs; i++) |
| 52 | { |
| 53 | m_JsonString += R"( |
| 54 | { |
| 55 | "shape": )" + outputShape + R"( , |
Narumol Prangnawarat | 2c52646 | 2019-10-21 14:58:26 +0100 | [diff] [blame] | 56 | "type": )" + dataType + R"(, |
Nina Drozd | 200e380 | 2019-04-15 09:47:39 +0100 | [diff] [blame] | 57 | "buffer": )" + std::to_string(i + 1) + R"(, |
| 58 | "name": "outputTensor)" + std::to_string(i + 1) + R"(", |
| 59 | "quantization": { |
| 60 | "min": [ 0.0 ], |
| 61 | "max": [ 255.0 ], |
Narumol Prangnawarat | 2c52646 | 2019-10-21 14:58:26 +0100 | [diff] [blame] | 62 | "scale": [ )" + outputScale + R"( ], |
| 63 | "zero_point": [ )" + outputOffset + R"( ], |
Nina Drozd | 200e380 | 2019-04-15 09:47:39 +0100 | [diff] [blame] | 64 | } |
| 65 | },)"; |
| 66 | } |
| 67 | m_JsonString += R"( |
| 68 | ], |
| 69 | "inputs": [ 0 ], |
| 70 | "outputs": [ )" + outputIndexes + R"( ], |
| 71 | "operators": [ |
| 72 | { |
| 73 | "opcode_index": 0, |
| 74 | "inputs": [ 0 ], |
| 75 | "outputs": [ )" + outputIndexes + R"( ], |
| 76 | "builtin_options_type": "UnpackOptions", |
| 77 | "builtin_options": { |
| 78 | "axis": )" + axis; |
| 79 | |
| 80 | if(!num.empty()) |
| 81 | { |
| 82 | m_JsonString += R"(, |
| 83 | "num" : )" + num; |
| 84 | } |
| 85 | |
| 86 | m_JsonString += R"( |
| 87 | }, |
| 88 | "custom_options_format": "FLEXBUFFERS" |
| 89 | } |
| 90 | ], |
| 91 | } ], |
| 92 | "buffers" : [ |
| 93 | { }, |
| 94 | { } |
| 95 | ] |
| 96 | } |
| 97 | )"; |
| 98 | Setup(); |
| 99 | } |
| 100 | }; |
| 101 | |
| 102 | struct DefaultUnpackAxisZeroFixture : UnpackFixture |
| 103 | { |
Narumol Prangnawarat | 2c52646 | 2019-10-21 14:58:26 +0100 | [diff] [blame] | 104 | DefaultUnpackAxisZeroFixture() : UnpackFixture("[ 4, 1, 6 ]", 4, "[ 1, 6 ]", "0", "", "FLOAT32", "1.0", "0") {} |
| 105 | }; |
| 106 | |
| 107 | struct DefaultUnpackAxisZeroUint8Fixture : UnpackFixture |
| 108 | { |
| 109 | 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] | 110 | }; |
| 111 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 112 | TEST_CASE_FIXTURE(DefaultUnpackAxisZeroFixture, "UnpackAxisZeroNumIsDefaultNotSpecified") |
Nina Drozd | 200e380 | 2019-04-15 09:47:39 +0100 | [diff] [blame] | 113 | { |
| 114 | RunTest<2, armnn::DataType::Float32>( |
| 115 | 0, |
| 116 | { {"inputTensor", { 1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f, |
| 117 | 7.0f, 8.0f, 9.0f, 10.0f, 11.0f, 12.0f, |
| 118 | 13.0f, 14.0f, 15.0f, 16.0f, 17.0f, 18.0f, |
| 119 | 19.0f, 20.0f, 21.0f, 22.0f, 23.0f, 24.0f } } }, |
| 120 | { {"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] | 121 | {"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] | 122 | {"outputTensor3", { 13.0f, 14.0f, 15.0f, 16.0f, 17.0f, 18.0f }}, |
| 123 | {"outputTensor4", { 19.0f, 20.0f, 21.0f, 22.0f, 23.0f, 24.0f }} }); |
| 124 | } |
| 125 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 126 | TEST_CASE_FIXTURE(DefaultUnpackAxisZeroUint8Fixture, "UnpackAxisZeroNumIsDefaultNotSpecifiedUint8") |
Narumol Prangnawarat | 2c52646 | 2019-10-21 14:58:26 +0100 | [diff] [blame] | 127 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 128 | RunTest<2, armnn::DataType::QAsymmU8>( |
Narumol Prangnawarat | 2c52646 | 2019-10-21 14:58:26 +0100 | [diff] [blame] | 129 | 0, |
| 130 | { {"inputTensor", { 1, 2, 3, 4, 5, 6, |
| 131 | 7, 8, 9, 10, 11, 12, |
| 132 | 13, 14, 15, 16, 17, 18, |
| 133 | 19, 20, 21, 22, 23, 24 } } }, |
| 134 | { {"outputTensor1", { 10, 20, 30, 40, 50, 60 }}, |
| 135 | {"outputTensor2", { 70, 80, 90, 100, 110, 120 }}, |
| 136 | {"outputTensor3", { 130, 140, 150, 160, 170, 180 }}, |
| 137 | {"outputTensor4", { 190, 200, 210, 220, 230, 240 }} }); |
| 138 | } |
| 139 | |
Narumol Prangnawarat | 15eb583 | 2019-05-20 15:31:05 +0100 | [diff] [blame] | 140 | struct DefaultUnpackLastAxisFixture : UnpackFixture |
| 141 | { |
Narumol Prangnawarat | 2c52646 | 2019-10-21 14:58:26 +0100 | [diff] [blame] | 142 | DefaultUnpackLastAxisFixture() : UnpackFixture("[ 4, 1, 6 ]", 6, "[ 4, 1 ]", "2", "6", "FLOAT32", "1.0", "0") {} |
| 143 | }; |
| 144 | |
| 145 | struct DefaultUnpackLastAxisUint8Fixture : UnpackFixture |
| 146 | { |
| 147 | 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] | 148 | }; |
| 149 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 150 | TEST_CASE_FIXTURE(DefaultUnpackLastAxisFixture, "UnpackLastAxisNumSix") |
Narumol Prangnawarat | 15eb583 | 2019-05-20 15:31:05 +0100 | [diff] [blame] | 151 | { |
| 152 | RunTest<2, armnn::DataType::Float32>( |
| 153 | 0, |
| 154 | { {"inputTensor", { 1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f, |
| 155 | 7.0f, 8.0f, 9.0f, 10.0f, 11.0f, 12.0f, |
| 156 | 13.0f, 14.0f, 15.0f, 16.0f, 17.0f, 18.0f, |
| 157 | 19.0f, 20.0f, 21.0f, 22.0f, 23.0f, 24.0f } } }, |
| 158 | { {"outputTensor1", { 1.0f, 7.0f, 13.0f, 19.0f }}, |
| 159 | {"outputTensor2", { 2.0f, 8.0f, 14.0f, 20.0f }}, |
| 160 | {"outputTensor3", { 3.0f, 9.0f, 15.0f, 21.0f }}, |
| 161 | {"outputTensor4", { 4.0f, 10.0f, 16.0f, 22.0f }}, |
| 162 | {"outputTensor5", { 5.0f, 11.0f, 17.0f, 23.0f }}, |
| 163 | {"outputTensor6", { 6.0f, 12.0f, 18.0f, 24.0f }} }); |
| 164 | } |
| 165 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 166 | TEST_CASE_FIXTURE(DefaultUnpackLastAxisUint8Fixture, "UnpackLastAxisNumSixUint8") { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 167 | RunTest<2, armnn::DataType::QAsymmU8>( |
Narumol Prangnawarat | 2c52646 | 2019-10-21 14:58:26 +0100 | [diff] [blame] | 168 | 0, |
| 169 | {{"inputTensor", { 1, 2, 3, 4, 5, 6, |
| 170 | 7, 8, 9, 10, 11, 12, |
| 171 | 13, 14, 15, 16, 17, 18, |
| 172 | 19, 20, 21, 22, 23, 24 }}}, |
| 173 | {{"outputTensor1", { 10, 70, 130, 190 }}, |
| 174 | {"outputTensor2", { 20, 80, 140, 200 }}, |
| 175 | {"outputTensor3", { 30, 90, 150, 210 }}, |
| 176 | {"outputTensor4", { 40, 100, 160, 220 }}, |
| 177 | {"outputTensor5", { 50, 110, 170, 230 }}, |
| 178 | {"outputTensor6", { 60, 120, 180, 240 }}}); |
| 179 | } |
| 180 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 181 | } |