Bruno Goncalves | 451d95b | 2019-02-12 22:59:22 -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> |
Bruno Goncalves | 451d95b | 2019-02-12 22:59:22 -0200 | [diff] [blame] | 11 | |
| 12 | BOOST_AUTO_TEST_SUITE(TensorflowLiteParser) |
| 13 | |
| 14 | struct StridedSliceFixture : public ParserFlatbuffersFixture |
| 15 | { |
| 16 | explicit StridedSliceFixture(const std::string & inputShape, |
| 17 | const std::string & outputShape, |
| 18 | const std::string & beginData, |
| 19 | const std::string & endData, |
| 20 | const std::string & stridesData, |
| 21 | int beginMask = 0, |
| 22 | int endMask = 0) |
| 23 | { |
| 24 | m_JsonString = R"( |
| 25 | { |
| 26 | "version": 3, |
| 27 | "operator_codes": [ { "builtin_code": "STRIDED_SLICE" } ], |
| 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": [ 4 ], |
| 44 | "type": "INT32", |
| 45 | "buffer": 1, |
| 46 | "name": "beginTensor", |
| 47 | "quantization": { |
| 48 | } |
| 49 | }, |
| 50 | { |
| 51 | "shape": [ 4 ], |
| 52 | "type": "INT32", |
| 53 | "buffer": 2, |
| 54 | "name": "endTensor", |
| 55 | "quantization": { |
| 56 | } |
| 57 | }, |
| 58 | { |
| 59 | "shape": [ 4 ], |
| 60 | "type": "INT32", |
| 61 | "buffer": 3, |
| 62 | "name": "stridesTensor", |
| 63 | "quantization": { |
| 64 | } |
| 65 | }, |
| 66 | { |
| 67 | "shape": )" + outputShape + R"( , |
| 68 | "type": "FLOAT32", |
| 69 | "buffer": 4, |
| 70 | "name": "outputTensor", |
| 71 | "quantization": { |
| 72 | "min": [ 0.0 ], |
| 73 | "max": [ 255.0 ], |
| 74 | "scale": [ 1.0 ], |
| 75 | "zero_point": [ 0 ], |
| 76 | } |
| 77 | } |
| 78 | ], |
| 79 | "inputs": [ 0, 1, 2, 3 ], |
| 80 | "outputs": [ 4 ], |
| 81 | "operators": [ |
| 82 | { |
| 83 | "opcode_index": 0, |
| 84 | "inputs": [ 0, 1, 2, 3 ], |
| 85 | "outputs": [ 4 ], |
| 86 | "builtin_options_type": "StridedSliceOptions", |
| 87 | "builtin_options": { |
| 88 | "begin_mask": )" + std::to_string(beginMask) + R"(, |
| 89 | "end_mask": )" + std::to_string(endMask) + R"( |
| 90 | }, |
| 91 | "custom_options_format": "FLEXBUFFERS" |
| 92 | } |
| 93 | ], |
| 94 | } ], |
| 95 | "buffers" : [ |
| 96 | { }, |
| 97 | { "data": )" + beginData + R"(, }, |
| 98 | { "data": )" + endData + R"(, }, |
| 99 | { "data": )" + stridesData + R"(, }, |
| 100 | { } |
| 101 | ] |
| 102 | } |
| 103 | )"; |
| 104 | Setup(); |
| 105 | } |
| 106 | }; |
| 107 | |
| 108 | struct StridedSlice4DFixture : StridedSliceFixture |
| 109 | { |
| 110 | StridedSlice4DFixture() : StridedSliceFixture("[ 3, 2, 3, 1 ]", // inputShape |
| 111 | "[ 1, 2, 3, 1 ]", // outputShape |
| 112 | "[ 1,0,0,0, 0,0,0,0, 0,0,0,0, 0,0,0,0 ]", // beginData |
| 113 | "[ 2,0,0,0, 2,0,0,0, 3,0,0,0, 1,0,0,0 ]", // endData |
| 114 | "[ 1,0,0,0, 1,0,0,0, 1,0,0,0, 1,0,0,0 ]" // stridesData |
| 115 | ) {} |
| 116 | }; |
| 117 | |
| 118 | BOOST_FIXTURE_TEST_CASE(StridedSlice4D, StridedSlice4DFixture) |
| 119 | { |
| 120 | RunTest<4, armnn::DataType::Float32>( |
| 121 | 0, |
| 122 | {{"inputTensor", { 1.0f, 1.0f, 1.0f, 2.0f, 2.0f, 2.0f, |
| 123 | |
| 124 | 3.0f, 3.0f, 3.0f, 4.0f, 4.0f, 4.0f, |
| 125 | |
| 126 | 5.0f, 5.0f, 5.0f, 6.0f, 6.0f, 6.0f }}}, |
| 127 | |
| 128 | {{"outputTensor", { 3.0f, 3.0f, 3.0f, 4.0f, 4.0f, 4.0f }}}); |
| 129 | } |
| 130 | |
| 131 | struct StridedSlice4DReverseFixture : StridedSliceFixture |
| 132 | { |
| 133 | StridedSlice4DReverseFixture() : StridedSliceFixture("[ 3, 2, 3, 1 ]", // inputShape |
| 134 | "[ 1, 2, 3, 1 ]", // outputShape |
| 135 | "[ 1,0,0,0, " |
| 136 | "255,255,255,255, " |
| 137 | "0,0,0,0, " |
| 138 | "0,0,0,0 ]", // beginData [ 1 -1 0 0 ] |
| 139 | "[ 2,0,0,0, " |
| 140 | "253,255,255,255, " |
| 141 | "3,0,0,0, " |
| 142 | "1,0,0,0 ]", // endData [ 2 -3 3 1 ] |
| 143 | "[ 1,0,0,0, " |
| 144 | "255,255,255,255, " |
| 145 | "1,0,0,0, " |
| 146 | "1,0,0,0 ]" // stridesData [ 1 -1 1 1 ] |
| 147 | ) {} |
| 148 | }; |
| 149 | |
| 150 | BOOST_FIXTURE_TEST_CASE(StridedSlice4DReverse, StridedSlice4DReverseFixture) |
| 151 | { |
| 152 | RunTest<4, armnn::DataType::Float32>( |
| 153 | 0, |
| 154 | {{"inputTensor", { 1.0f, 1.0f, 1.0f, 2.0f, 2.0f, 2.0f, |
| 155 | |
| 156 | 3.0f, 3.0f, 3.0f, 4.0f, 4.0f, 4.0f, |
| 157 | |
| 158 | 5.0f, 5.0f, 5.0f, 6.0f, 6.0f, 6.0f }}}, |
| 159 | |
| 160 | {{"outputTensor", { 4.0f, 4.0f, 4.0f, 3.0f, 3.0f, 3.0f }}}); |
| 161 | } |
| 162 | |
| 163 | struct StridedSliceSimpleStrideFixture : StridedSliceFixture |
| 164 | { |
| 165 | StridedSliceSimpleStrideFixture() : StridedSliceFixture("[ 3, 2, 3, 1 ]", // inputShape |
| 166 | "[ 2, 1, 2, 1 ]", // outputShape |
| 167 | "[ 0,0,0,0, 0,0,0,0, 0,0,0,0, 0,0,0,0 ]", // beginData |
| 168 | "[ 3,0,0,0, 2,0,0,0, 3,0,0,0, 1,0,0,0 ]", // endData |
| 169 | "[ 2,0,0,0, 2,0,0,0, 2,0,0,0, 1,0,0,0 ]" // stridesData |
| 170 | ) {} |
| 171 | }; |
| 172 | |
| 173 | BOOST_FIXTURE_TEST_CASE(StridedSliceSimpleStride, StridedSliceSimpleStrideFixture) |
| 174 | { |
| 175 | RunTest<4, armnn::DataType::Float32>( |
| 176 | 0, |
| 177 | {{"inputTensor", { 1.0f, 1.0f, 1.0f, 2.0f, 2.0f, 2.0f, |
| 178 | |
| 179 | 3.0f, 3.0f, 3.0f, 4.0f, 4.0f, 4.0f, |
| 180 | |
| 181 | 5.0f, 5.0f, 5.0f, 6.0f, 6.0f, 6.0f }}}, |
| 182 | |
| 183 | {{"outputTensor", { 1.0f, 1.0f, |
| 184 | |
| 185 | 5.0f, 5.0f }}}); |
| 186 | } |
| 187 | |
| 188 | struct StridedSliceSimpleRangeMaskFixture : StridedSliceFixture |
| 189 | { |
| 190 | StridedSliceSimpleRangeMaskFixture() : StridedSliceFixture("[ 3, 2, 3, 1 ]", // inputShape |
| 191 | "[ 3, 2, 3, 1 ]", // outputShape |
| 192 | "[ 1,0,0,0, 1,0,0,0, 1,0,0,0, 1,0,0,0 ]", // beginData |
| 193 | "[ 1,0,0,0, 1,0,0,0, 1,0,0,0, 1,0,0,0 ]", // endData |
| 194 | "[ 1,0,0,0, 1,0,0,0, 1,0,0,0, 1,0,0,0 ]", // stridesData |
| 195 | (1 << 4) - 1, // beginMask |
| 196 | (1 << 4) - 1 // endMask |
| 197 | ) {} |
| 198 | }; |
| 199 | |
| 200 | BOOST_FIXTURE_TEST_CASE(StridedSliceSimpleRangeMask, StridedSliceSimpleRangeMaskFixture) |
| 201 | { |
| 202 | RunTest<4, armnn::DataType::Float32>( |
| 203 | 0, |
| 204 | {{"inputTensor", { 1.0f, 1.0f, 1.0f, 2.0f, 2.0f, 2.0f, |
| 205 | |
| 206 | 3.0f, 3.0f, 3.0f, 4.0f, 4.0f, 4.0f, |
| 207 | |
| 208 | 5.0f, 5.0f, 5.0f, 6.0f, 6.0f, 6.0f }}}, |
| 209 | |
| 210 | {{"outputTensor", { 1.0f, 1.0f, 1.0f, 2.0f, 2.0f, 2.0f, |
| 211 | |
| 212 | 3.0f, 3.0f, 3.0f, 4.0f, 4.0f, 4.0f, |
| 213 | |
| 214 | 5.0f, 5.0f, 5.0f, 6.0f, 6.0f, 6.0f }}}); |
| 215 | } |
| 216 | |
| 217 | BOOST_AUTO_TEST_SUITE_END() |