Ryan OShea | 8670473 | 2020-05-26 11:41:04 +0100 | [diff] [blame] | 1 | // |
Finn Williams | b49ed18 | 2021-06-29 15:50:08 +0100 | [diff] [blame] | 2 | // Copyright © 2020 Arm Ltd and Contributors. All rights reserved. |
Ryan OShea | 8670473 | 2020-05-26 11:41:04 +0100 | [diff] [blame] | 3 | // SPDX-License-Identifier: MIT |
| 4 | // |
| 5 | |
Ryan OShea | 8670473 | 2020-05-26 11:41:04 +0100 | [diff] [blame] | 6 | #include "ParserFlatbuffersFixture.hpp" |
Ryan OShea | 8670473 | 2020-05-26 11:41:04 +0100 | [diff] [blame] | 7 | |
Ryan OShea | 8670473 | 2020-05-26 11:41:04 +0100 | [diff] [blame] | 8 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 9 | TEST_SUITE("TensorflowLiteParser") |
| 10 | { |
Ryan OShea | 8670473 | 2020-05-26 11:41:04 +0100 | [diff] [blame] | 11 | struct SplitVFixture : public ParserFlatbuffersFixture |
| 12 | { |
| 13 | explicit SplitVFixture(const std::string& inputShape, |
| 14 | const std::string& splitValues, |
| 15 | const std::string& sizeSplitsShape, |
| 16 | const std::string& axisShape, |
| 17 | const std::string& numSplits, |
| 18 | const std::string& outputShape1, |
| 19 | const std::string& outputShape2, |
| 20 | const std::string& axisData, |
| 21 | const std::string& dataType) |
| 22 | { |
| 23 | m_JsonString = R"( |
| 24 | { |
| 25 | "version": 3, |
| 26 | "operator_codes": [ { "builtin_code": "SPLIT_V" } ], |
| 27 | "subgraphs": [ { |
| 28 | "tensors": [ |
| 29 | { |
| 30 | "shape": )" + inputShape + R"(, |
| 31 | "type": )" + dataType + R"(, |
| 32 | "buffer": 0, |
| 33 | "name": "inputTensor", |
| 34 | "quantization": { |
| 35 | "min": [ 0.0 ], |
| 36 | "max": [ 255.0 ], |
| 37 | "scale": [ 1.0 ], |
| 38 | "zero_point": [ 0 ], |
| 39 | } |
| 40 | }, |
| 41 | { |
| 42 | "shape": )" + sizeSplitsShape + R"(, |
| 43 | "type": "INT32", |
| 44 | "buffer": 1, |
| 45 | "name": "sizeSplits", |
| 46 | "quantization": { |
| 47 | "min": [ 0.0 ], |
| 48 | "max": [ 255.0 ], |
| 49 | "scale": [ 1.0 ], |
| 50 | "zero_point": [ 0 ], |
| 51 | } |
| 52 | }, |
| 53 | { |
| 54 | "shape": )" + axisShape + R"(, |
| 55 | "type": "INT32", |
| 56 | "buffer": 2, |
| 57 | "name": "axis", |
| 58 | "quantization": { |
| 59 | "min": [ 0.0 ], |
| 60 | "max": [ 255.0 ], |
| 61 | "scale": [ 1.0 ], |
| 62 | "zero_point": [ 0 ], |
| 63 | } |
| 64 | }, |
| 65 | { |
| 66 | "shape": )" + outputShape1 + R"( , |
| 67 | "type":)" + dataType + R"(, |
| 68 | "buffer": 3, |
| 69 | "name": "outputTensor1", |
| 70 | "quantization": { |
| 71 | "min": [ 0.0 ], |
| 72 | "max": [ 255.0 ], |
| 73 | "scale": [ 1.0 ], |
| 74 | "zero_point": [ 0 ], |
| 75 | } |
| 76 | }, |
| 77 | { |
| 78 | "shape": )" + outputShape2 + R"( , |
| 79 | "type":)" + dataType + R"(, |
| 80 | "buffer": 4, |
| 81 | "name": "outputTensor2", |
| 82 | "quantization": { |
| 83 | "min": [ 0.0 ], |
| 84 | "max": [ 255.0 ], |
| 85 | "scale": [ 1.0 ], |
| 86 | "zero_point": [ 0 ], |
| 87 | } |
| 88 | } |
| 89 | ], |
| 90 | "inputs": [ 0, 1, 2 ], |
| 91 | "outputs": [ 3, 4 ], |
| 92 | "operators": [ |
| 93 | { |
| 94 | "opcode_index": 0, |
| 95 | "inputs": [ 0, 1, 2 ], |
| 96 | "outputs": [ 3, 4 ], |
| 97 | "builtin_options_type": "SplitVOptions", |
| 98 | "builtin_options": { |
| 99 | "num_splits": )" + numSplits + R"( |
| 100 | }, |
| 101 | "custom_options_format": "FLEXBUFFERS" |
| 102 | } |
| 103 | ], |
| 104 | } ], |
| 105 | "buffers" : [ {}, { "data": )" + splitValues + R"( }, { "data": )" + axisData + R"( }, {}, {}] |
| 106 | } |
| 107 | )"; |
| 108 | |
| 109 | Setup(); |
| 110 | } |
| 111 | }; |
| 112 | |
| 113 | /* |
| 114 | * Tested inferred splitSizes with splitValues [-1, 1] locally. |
| 115 | */ |
| 116 | |
| 117 | struct SimpleSplitVAxisOneFixture : SplitVFixture |
| 118 | { |
| 119 | SimpleSplitVAxisOneFixture() |
Jan Eilers | c0761e9 | 2020-06-29 16:48:44 +0100 | [diff] [blame] | 120 | : SplitVFixture( "[ 4, 2, 2, 2 ]", "[ 1, 0, 0, 0, 3, 0, 0, 0 ]", "[ 2 ]","[ ]", "2", |
Ryan OShea | 8670473 | 2020-05-26 11:41:04 +0100 | [diff] [blame] | 121 | "[ 1, 2, 2, 2 ]", "[ 3, 2, 2, 2 ]", "[ 0, 0, 0, 0 ]", "FLOAT32") |
| 122 | {} |
| 123 | }; |
| 124 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 125 | TEST_CASE_FIXTURE(SimpleSplitVAxisOneFixture, "ParseAxisOneSplitVTwo") |
Ryan OShea | 8670473 | 2020-05-26 11:41:04 +0100 | [diff] [blame] | 126 | { |
| 127 | RunTest<4, armnn::DataType::Float32>( |
| 128 | 0, |
| 129 | { {"inputTensor", { 1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f, 7.0f, 8.0f, |
| 130 | 9.0f, 10.0f, 11.0f, 12.0f, 13.0f, 14.0f, 15.0f, 16.0f, |
| 131 | 17.0f, 18.0f, 19.0f, 20.0f, 21.0f, 22.0f, 23.0f, 24.0f, |
| 132 | 25.0f, 26.0f, 27.0f, 28.0f, 29.0f, 30.0f, 31.0f, 32.0f } } }, |
| 133 | { {"outputTensor1", { 1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f, 7.0f, 8.0f } }, |
| 134 | {"outputTensor2", { 9.0f, 10.0f, 11.0f, 12.0f, 13.0f, 14.0f, 15.0f, 16.0f, |
| 135 | 17.0f, 18.0f, 19.0f, 20.0f, 21.0f, 22.0f, 23.0f, 24.0f, |
| 136 | 25.0f, 26.0f, 27.0f, 28.0f, 29.0f, 30.0f, 31.0f, 32.0f } } } ); |
| 137 | } |
| 138 | |
| 139 | struct SimpleSplitVAxisTwoFixture : SplitVFixture |
| 140 | { |
| 141 | SimpleSplitVAxisTwoFixture() |
Jan Eilers | c0761e9 | 2020-06-29 16:48:44 +0100 | [diff] [blame] | 142 | : SplitVFixture( "[ 2, 4, 2, 2 ]", "[ 3, 0, 0, 0, 1, 0, 0, 0 ]", "[ 2 ]","[ ]", "2", |
Ryan OShea | 8670473 | 2020-05-26 11:41:04 +0100 | [diff] [blame] | 143 | "[ 2, 3, 2, 2 ]", "[ 2, 1, 2, 2 ]", "[ 1, 0, 0, 0 ]", "FLOAT32") |
| 144 | {} |
| 145 | }; |
| 146 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 147 | TEST_CASE_FIXTURE(SimpleSplitVAxisTwoFixture, "ParseAxisTwoSplitVTwo") |
Ryan OShea | 8670473 | 2020-05-26 11:41:04 +0100 | [diff] [blame] | 148 | { |
| 149 | RunTest<4, armnn::DataType::Float32>( |
| 150 | 0, |
| 151 | { {"inputTensor", { 1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f, 7.0f, 8.0f, |
| 152 | 9.0f, 10.0f, 11.0f, 12.0f, 13.0f, 14.0f, 15.0f, 16.0f, |
| 153 | 17.0f, 18.0f, 19.0f, 20.0f, 21.0f, 22.0f, 23.0f, 24.0f, |
| 154 | 25.0f, 26.0f, 27.0f, 28.0f, 29.0f, 30.0f, 31.0f, 32.0f } } }, |
| 155 | { {"outputTensor1", { 1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f, 7.0f, 8.0f, |
| 156 | 9.0f, 10.0f, 11.0f, 12.0f, 17.0f, 18.0f, 19.0f, 20.0f, |
| 157 | 21.0f, 22.0f, 23.0f, 24.0f, 25.0f, 26.0f, 27.0f, 28.0f } }, |
| 158 | {"outputTensor2", { 13.0f, 14.0f, 15.0f, 16.0f, 29.0f, 30.0f, 31.0f, 32.0f } } } ); |
| 159 | } |
| 160 | |
| 161 | struct SimpleSplitVAxisThreeFixture : SplitVFixture |
| 162 | { |
| 163 | SimpleSplitVAxisThreeFixture() |
Jan Eilers | c0761e9 | 2020-06-29 16:48:44 +0100 | [diff] [blame] | 164 | : SplitVFixture( "[ 2, 2, 4, 2 ]", "[ 1, 0, 0, 0, 3, 0, 0, 0 ]", "[ 2 ]","[ ]", "2", |
Ryan OShea | 8670473 | 2020-05-26 11:41:04 +0100 | [diff] [blame] | 165 | "[ 2, 2, 1, 2 ]", "[ 2, 2, 3, 2 ]", "[ 2, 0, 0, 0 ]", "FLOAT32") |
| 166 | {} |
| 167 | }; |
| 168 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 169 | TEST_CASE_FIXTURE(SimpleSplitVAxisThreeFixture, "ParseAxisThreeSplitVTwo") |
Ryan OShea | 8670473 | 2020-05-26 11:41:04 +0100 | [diff] [blame] | 170 | { |
| 171 | RunTest<4, armnn::DataType::Float32>( |
| 172 | 0, |
| 173 | { {"inputTensor", { 1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f, 7.0f, 8.0f, |
| 174 | 9.0f, 10.0f, 11.0f, 12.0f, 13.0f, 14.0f, 15.0f, 16.0f, |
| 175 | 17.0f, 18.0f, 19.0f, 20.0f, 21.0f, 22.0f, 23.0f, 24.0f, |
| 176 | 25.0f, 26.0f, 27.0f, 28.0f, 29.0f, 30.0f, 31.0f, 32.0f } } }, |
| 177 | { {"outputTensor1", { 1.0f, 2.0f, 9.0f, 10.0f, 17.0f, 18.0f, 25.0f, 26.0f } }, |
| 178 | {"outputTensor2", { 3.0f, 4.0f, 5.0f, 6.0f, 7.0f, 8.0f, 11.0f, 12.0f, |
| 179 | 13.0f, 14.0f, 15.0f, 16.0f, 19.0f, 20.0f, 21.0f, 22.0f, |
| 180 | 23.0f, 24.0f, 27.0f, 28.0f, 29.0f, 30.0f, 31.0f, 32.0f } } } ); |
| 181 | } |
| 182 | |
| 183 | struct SimpleSplitVAxisFourFixture : SplitVFixture |
| 184 | { |
| 185 | SimpleSplitVAxisFourFixture() |
Jan Eilers | c0761e9 | 2020-06-29 16:48:44 +0100 | [diff] [blame] | 186 | : SplitVFixture( "[ 2, 2, 2, 4 ]", "[ 3, 0, 0, 0, 1, 0, 0, 0 ]", "[ 2 ]","[ ]", "2", |
Ryan OShea | 8670473 | 2020-05-26 11:41:04 +0100 | [diff] [blame] | 187 | "[ 2, 2, 2, 3 ]", "[ 2, 2, 2, 1 ]", "[ 3, 0, 0, 0 ]", "FLOAT32") |
| 188 | {} |
| 189 | }; |
| 190 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 191 | TEST_CASE_FIXTURE(SimpleSplitVAxisFourFixture, "ParseAxisFourSplitVTwo") |
Ryan OShea | 8670473 | 2020-05-26 11:41:04 +0100 | [diff] [blame] | 192 | { |
| 193 | RunTest<4, armnn::DataType::Float32>( |
| 194 | 0, |
| 195 | { {"inputTensor", { 1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f, 7.0f, 8.0f, |
| 196 | 9.0f, 10.0f, 11.0f, 12.0f, 13.0f, 14.0f, 15.0f, 16.0f, |
| 197 | 17.0f, 18.0f, 19.0f, 20.0f, 21.0f, 22.0f, 23.0f, 24.0f, |
| 198 | 25.0f, 26.0f, 27.0f, 28.0f, 29.0f, 30.0f, 31.0f, 32.0f } } }, |
| 199 | { {"outputTensor1", { 1.0f, 2.0f, 3.0f, 5.0f, 6.0f, 7.0f, 9.0f, 10.0f, |
| 200 | 11.0f, 13.0f, 14.0f, 15.0f, 17.0f, 18.0f, 19.0f, 21.0f, |
| 201 | 22.0f, 23.0f, 25.0f, 26.0f, 27.0f, 29.0f, 30.0f, 31.0f} }, |
| 202 | {"outputTensor2", { 4.0f, 8.0f, 12.0f, 16.0f, 20.0f, 24.0f, 28.0f, 32.0f } } } ); |
| 203 | } |
| 204 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 205 | } |