Sadik Armagan | 479045b | 2018-10-01 11:51:37 +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 ConcatenationFixture : public ParserFlatbuffersFixture |
| 16 | { |
| 17 | explicit ConcatenationFixture(const std::string & inputShape1, |
| 18 | const std::string & inputShape2, |
| 19 | const std::string & outputShape, |
| 20 | const std::string & axis, |
| 21 | const std::string & activation="NONE") |
| 22 | { |
| 23 | m_JsonString = R"( |
| 24 | { |
| 25 | "version": 3, |
| 26 | "operator_codes": [ { "builtin_code": "CONCATENATION" } ], |
| 27 | "subgraphs": [ { |
| 28 | "tensors": [ |
| 29 | { |
| 30 | "shape": )" + inputShape1 + R"(, |
| 31 | "type": "UINT8", |
| 32 | "buffer": 0, |
| 33 | "name": "inputTensor1", |
| 34 | "quantization": { |
| 35 | "min": [ 0.0 ], |
| 36 | "max": [ 255.0 ], |
| 37 | "scale": [ 1.0 ], |
| 38 | "zero_point": [ 0 ], |
| 39 | } |
| 40 | }, |
| 41 | { |
| 42 | "shape": )" + inputShape2 + R"(, |
| 43 | "type": "UINT8", |
| 44 | "buffer": 1, |
| 45 | "name": "inputTensor2", |
| 46 | "quantization": { |
| 47 | "min": [ 0.0 ], |
| 48 | "max": [ 255.0 ], |
| 49 | "scale": [ 1.0 ], |
| 50 | "zero_point": [ 0 ], |
| 51 | } |
| 52 | }, |
| 53 | { |
| 54 | "shape": )" + outputShape + R"( , |
| 55 | "type": "UINT8", |
| 56 | "buffer": 2, |
| 57 | "name": "outputTensor", |
| 58 | "quantization": { |
| 59 | "min": [ 0.0 ], |
| 60 | "max": [ 255.0 ], |
| 61 | "scale": [ 1.0 ], |
| 62 | "zero_point": [ 0 ], |
| 63 | } |
| 64 | } |
| 65 | ], |
| 66 | "inputs": [ 0, 1 ], |
| 67 | "outputs": [ 2 ], |
| 68 | "operators": [ |
| 69 | { |
| 70 | "opcode_index": 0, |
| 71 | "inputs": [ 0, 1 ], |
| 72 | "outputs": [ 2 ], |
| 73 | "builtin_options_type": "ConcatenationOptions", |
| 74 | "builtin_options": { |
| 75 | "axis": )" + axis + R"(, |
| 76 | "fused_activation_function": )" + activation + R"( |
| 77 | }, |
| 78 | "custom_options_format": "FLEXBUFFERS" |
| 79 | } |
| 80 | ], |
| 81 | } ], |
| 82 | "buffers" : [ |
| 83 | { }, |
| 84 | { } |
| 85 | ] |
| 86 | } |
| 87 | )"; |
| 88 | Setup(); |
| 89 | } |
| 90 | }; |
| 91 | |
| 92 | |
| 93 | struct ConcatenationFixtureNegativeDim : ConcatenationFixture |
| 94 | { |
| 95 | ConcatenationFixtureNegativeDim() : ConcatenationFixture("[ 1, 1, 2, 2 ]", |
| 96 | "[ 1, 1, 2, 2 ]", |
| 97 | "[ 1, 2, 2, 2 ]", |
| 98 | "-3" ) {} |
| 99 | }; |
| 100 | |
| 101 | BOOST_FIXTURE_TEST_CASE(ParseConcatenationNegativeDim, ConcatenationFixtureNegativeDim) |
| 102 | { |
| 103 | RunTest<4, uint8_t>(0, |
| 104 | {{"inputTensor1", { 0, 1, 2, 3 }}, |
| 105 | {"inputTensor2", { 4, 5, 6, 7 }}}, |
| 106 | {{"outputTensor", { 0, 1, 2, 3, 4, 5, 6, 7 }}}); |
| 107 | } |
| 108 | |
| 109 | struct ConcatenationFixtureNCHW : ConcatenationFixture |
| 110 | { |
| 111 | ConcatenationFixtureNCHW() : ConcatenationFixture("[ 1, 1, 2, 2 ]", "[ 1, 1, 2, 2 ]", "[ 1, 2, 2, 2 ]", "1" ) {} |
| 112 | }; |
| 113 | |
| 114 | BOOST_FIXTURE_TEST_CASE(ParseConcatenationNCHW, ConcatenationFixtureNCHW) |
| 115 | { |
| 116 | RunTest<4, uint8_t>(0, |
| 117 | {{"inputTensor1", { 0, 1, 2, 3 }}, |
| 118 | {"inputTensor2", { 4, 5, 6, 7 }}}, |
| 119 | {{"outputTensor", { 0, 1, 2, 3, 4, 5, 6, 7 }}}); |
| 120 | } |
| 121 | |
| 122 | struct ConcatenationFixtureNHWC : ConcatenationFixture |
| 123 | { |
| 124 | ConcatenationFixtureNHWC() : ConcatenationFixture("[ 1, 1, 2, 2 ]", "[ 1, 1, 2, 2 ]", "[ 1, 1, 2, 4 ]", "3" ) {} |
| 125 | }; |
| 126 | |
| 127 | BOOST_FIXTURE_TEST_CASE(ParseConcatenationNHWC, ConcatenationFixtureNHWC) |
| 128 | { |
| 129 | RunTest<4, uint8_t>(0, |
| 130 | {{"inputTensor1", { 0, 1, 2, 3 }}, |
| 131 | {"inputTensor2", { 4, 5, 6, 7 }}}, |
| 132 | {{"outputTensor", { 0, 1, 4, 5, 2, 3, 6, 7 }}}); |
| 133 | } |
| 134 | |
| 135 | struct ConcatenationFixtureDim1 : ConcatenationFixture |
| 136 | { |
| 137 | ConcatenationFixtureDim1() : ConcatenationFixture("[ 1, 2, 3, 4 ]", "[ 1, 2, 3, 4 ]", "[ 1, 4, 3, 4 ]", "1" ) {} |
| 138 | }; |
| 139 | |
| 140 | BOOST_FIXTURE_TEST_CASE(ParseConcatenationDim1, ConcatenationFixtureDim1) |
| 141 | { |
| 142 | RunTest<4, uint8_t>(0, |
| 143 | { { "inputTensor1", { 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, |
| 144 | 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23 } }, |
| 145 | { "inputTensor2", { 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, |
| 146 | 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73 } } }, |
| 147 | { { "outputTensor", { 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, |
| 148 | 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, |
| 149 | 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, |
| 150 | 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73 } } }); |
| 151 | } |
| 152 | |
| 153 | struct ConcatenationFixtureDim3 : ConcatenationFixture |
| 154 | { |
| 155 | ConcatenationFixtureDim3() : ConcatenationFixture("[ 1, 2, 3, 4 ]", "[ 1, 2, 3, 4 ]", "[ 1, 2, 3, 8 ]", "3" ) {} |
| 156 | }; |
| 157 | |
| 158 | BOOST_FIXTURE_TEST_CASE(ParseConcatenationDim3, ConcatenationFixtureDim3) |
| 159 | { |
| 160 | RunTest<4, uint8_t>(0, |
| 161 | { { "inputTensor1", { 0, 1, 2, 3, |
| 162 | 4, 5, 6, 7, |
| 163 | 8, 9, 10, 11, |
| 164 | 12, 13, 14, 15, |
| 165 | 16, 17, 18, 19, |
| 166 | 20, 21, 22, 23 } }, |
| 167 | { "inputTensor2", { 50, 51, 52, 53, |
| 168 | 54, 55, 56, 57, |
| 169 | 58, 59, 60, 61, |
| 170 | 62, 63, 64, 65, |
| 171 | 66, 67, 68, 69, |
| 172 | 70, 71, 72, 73 } } }, |
| 173 | { { "outputTensor", { 0, 1, 2, 3, |
| 174 | 50, 51, 52, 53, |
| 175 | 4, 5, 6, 7, |
| 176 | 54, 55, 56, 57, |
| 177 | 8, 9, 10, 11, |
| 178 | 58, 59, 60, 61, |
| 179 | 12, 13, 14, 15, |
| 180 | 62, 63, 64, 65, |
| 181 | 16, 17, 18, 19, |
| 182 | 66, 67, 68, 69, |
| 183 | 20, 21, 22, 23, |
| 184 | 70, 71, 72, 73 } } }); |
| 185 | } |
| 186 | |
| 187 | BOOST_AUTO_TEST_SUITE_END() |