Bruno Goncalves | b8d805e | 2019-02-12 22:57:13 -0200 | [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 MaximumFixture : public ParserFlatbuffersFixture |
| 16 | { |
| 17 | explicit MaximumFixture(const std::string & inputShape1, |
| 18 | const std::string & inputShape2, |
| 19 | const std::string & outputShape) |
| 20 | { |
| 21 | m_JsonString = R"( |
| 22 | { |
| 23 | "version": 3, |
| 24 | "operator_codes": [ { "builtin_code": "MAXIMUM" } ], |
| 25 | "subgraphs": [ { |
| 26 | "tensors": [ |
| 27 | { |
| 28 | "shape": )" + inputShape1 + R"(, |
| 29 | "type": "FLOAT32", |
| 30 | "buffer": 0, |
| 31 | "name": "inputTensor1", |
| 32 | "quantization": { |
| 33 | "min": [ 0.0 ], |
| 34 | "max": [ 255.0 ], |
| 35 | "scale": [ 1.0 ], |
| 36 | "zero_point": [ 0 ], |
| 37 | } |
| 38 | }, |
| 39 | { |
| 40 | "shape": )" + inputShape2 + R"(, |
| 41 | "type": "FLOAT32", |
| 42 | "buffer": 1, |
| 43 | "name": "inputTensor2", |
| 44 | "quantization": { |
| 45 | "min": [ 0.0 ], |
| 46 | "max": [ 255.0 ], |
| 47 | "scale": [ 1.0 ], |
| 48 | "zero_point": [ 0 ], |
| 49 | } |
| 50 | }, |
| 51 | { |
| 52 | "shape": )" + outputShape + R"( , |
| 53 | "type": "FLOAT32", |
| 54 | "buffer": 2, |
| 55 | "name": "outputTensor", |
| 56 | "quantization": { |
| 57 | "min": [ 0.0 ], |
| 58 | "max": [ 255.0 ], |
| 59 | "scale": [ 1.0 ], |
| 60 | "zero_point": [ 0 ], |
| 61 | } |
| 62 | } |
| 63 | ], |
| 64 | "inputs": [ 0, 1 ], |
| 65 | "outputs": [ 2 ], |
| 66 | "operators": [ |
| 67 | { |
| 68 | "opcode_index": 0, |
| 69 | "inputs": [ 0, 1 ], |
| 70 | "outputs": [ 2 ], |
| 71 | "custom_options_format": "FLEXBUFFERS" |
| 72 | } |
| 73 | ], |
| 74 | } ], |
| 75 | "buffers" : [ |
| 76 | { }, |
| 77 | { } |
| 78 | ] |
| 79 | } |
| 80 | )"; |
| 81 | Setup(); |
| 82 | } |
| 83 | }; |
| 84 | |
| 85 | |
| 86 | struct MaximumFixture4D4D : MaximumFixture |
| 87 | { |
| 88 | MaximumFixture4D4D() : MaximumFixture("[ 1, 2, 2, 3 ]", |
| 89 | "[ 1, 2, 2, 3 ]", |
| 90 | "[ 1, 2, 2, 3 ]") {} |
| 91 | }; |
| 92 | |
| 93 | BOOST_FIXTURE_TEST_CASE(ParseMaximum4D4D, MaximumFixture4D4D) |
| 94 | { |
| 95 | RunTest<4, armnn::DataType::Float32>( |
| 96 | 0, |
| 97 | {{"inputTensor1", { 0.0f, 1.0f, 2.0f, |
| 98 | 3.0f, 4.0f, 5.0f, |
| 99 | 6.0f, 7.0f, 8.0f, |
| 100 | 9.0f, 10.0f, 11.0f }}, |
| 101 | {"inputTensor2", { 5.0f, 1.0f, 3.0f, |
| 102 | 4.0f, 5.5f, 1.0f, |
| 103 | 2.0f, 17.0f, 18.0f, |
| 104 | 19.0f, 1.0f, 3.0f }}}, |
| 105 | {{"outputTensor", { 5.0f, 1.0f, 3.0f, |
| 106 | 4.0f, 5.5f, 5.0f, |
| 107 | 6.0f, 17.0f, 18.0f, |
| 108 | 19.0f, 10.0f, 11.0f }}}); |
| 109 | } |
| 110 | |
| 111 | struct MaximumBroadcastFixture4D4D : MaximumFixture |
| 112 | { |
| 113 | MaximumBroadcastFixture4D4D() : MaximumFixture("[ 1, 1, 2, 1 ]", |
| 114 | "[ 1, 2, 1, 3 ]", |
| 115 | "[ 1, 2, 2, 3 ]") {} |
| 116 | }; |
| 117 | |
| 118 | BOOST_FIXTURE_TEST_CASE(ParseMaximumBroadcast4D4D, MaximumBroadcastFixture4D4D) |
| 119 | { |
| 120 | RunTest<4, armnn::DataType::Float32>( |
| 121 | 0, |
| 122 | {{"inputTensor1", { 2.0f, 4.0f }}, |
| 123 | {"inputTensor2", { 1.0f, 2.0f, 3.0f, |
| 124 | 4.0f, 5.0f, 6.0f }}}, |
| 125 | {{"outputTensor", { 2.0f, 2.0f, 3.0f, |
| 126 | 4.0f, 4.0f, 4.0f, |
| 127 | 4.0f, 5.0f, 6.0f, |
| 128 | 4.0f, 5.0f, 6.0f }}}); |
| 129 | } |
| 130 | |
| 131 | struct MaximumBroadcastFixture4D1D : MaximumFixture |
| 132 | { |
| 133 | MaximumBroadcastFixture4D1D() : MaximumFixture("[ 1, 2, 2, 3 ]", |
| 134 | "[ 1 ]", |
| 135 | "[ 1, 2, 2, 3 ]") {} |
| 136 | }; |
| 137 | |
| 138 | BOOST_FIXTURE_TEST_CASE(ParseMaximumBroadcast4D1D, MaximumBroadcastFixture4D1D) |
| 139 | { |
| 140 | RunTest<4, armnn::DataType::Float32>( |
| 141 | 0, |
| 142 | {{"inputTensor1", { 0.0f, 1.0f, 2.0f, |
| 143 | 3.0f, 4.0f, 5.0f, |
| 144 | 6.0f, 7.0f, 8.0f, |
| 145 | 9.0f, 10.0f, 11.0f }}, |
| 146 | {"inputTensor2", { 5.0f }}}, |
| 147 | {{"outputTensor", { 5.0f, 5.0f, 5.0f, |
| 148 | 5.0f, 5.0f, 5.0f, |
| 149 | 6.0f, 7.0f, 8.0f, |
| 150 | 9.0f, 10.0f, 11.0f }}}); |
| 151 | } |
| 152 | |
| 153 | struct MaximumBroadcastFixture1D4D : MaximumFixture |
| 154 | { |
| 155 | MaximumBroadcastFixture1D4D() : MaximumFixture("[ 1 ]", |
| 156 | "[ 1, 2, 2, 3 ]", |
| 157 | "[ 1, 2, 2, 3 ]") {} |
| 158 | }; |
| 159 | |
| 160 | BOOST_FIXTURE_TEST_CASE(ParseMaximumBroadcast1D4D, MaximumBroadcastFixture1D4D) |
| 161 | { |
| 162 | RunTest<4, armnn::DataType::Float32>( |
| 163 | 0, |
| 164 | {{"inputTensor1", { 3.0f }}, |
| 165 | {"inputTensor2", { 0.0f, 1.0f, 2.0f, |
| 166 | 3.0f, 4.0f, 5.0f, |
| 167 | 6.0f, 7.0f, 8.0f, |
| 168 | 9.0f, 10.0f, 11.0f }}}, |
| 169 | {{"outputTensor", { 3.0f, 3.0f, 3.0f, |
| 170 | 3.0f, 4.0f, 5.0f, |
| 171 | 6.0f, 7.0f, 8.0f, |
| 172 | 9.0f, 10.0f, 11.0f }}}); |
| 173 | } |
| 174 | |
| 175 | BOOST_AUTO_TEST_SUITE_END() |