Mike Kelly | 0d77ae1 | 2022-01-07 17:42:27 +0000 | [diff] [blame] | 1 | // |
| 2 | // Copyright © 2022 Arm Ltd and Contributors. All rights reserved. |
| 3 | // SPDX-License-Identifier: MIT |
| 4 | // |
| 5 | |
| 6 | #include "ParserFlatbuffersFixture.hpp" |
| 7 | |
| 8 | |
| 9 | TEST_SUITE("TensorflowLiteParser_Pad") |
| 10 | { |
| 11 | struct PadV2Fixture : public ParserFlatbuffersFixture |
| 12 | { |
| 13 | explicit PadV2Fixture(const std::string& inputShape, |
| 14 | const std::string& outputShape, |
| 15 | const std::string& padListShape, |
| 16 | const std::string& padListData, |
| 17 | const std::string& constantValuesShape, |
| 18 | const std::string& constantValuesData, |
| 19 | const std::string& dataType = "FLOAT32", |
| 20 | const std::string& scale = "1.0", |
| 21 | const std::string& offset = "0") |
| 22 | { |
| 23 | m_JsonString = R"( |
| 24 | { |
| 25 | "version": 3, |
| 26 | "operator_codes": [ { "builtin_code": "PADV2" } ], |
| 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": [ )" + scale + R"( ], |
| 38 | "zero_point": [ )" + offset + R"( ], |
| 39 | } |
| 40 | }, |
| 41 | { |
| 42 | "shape": )" + outputShape + R"(, |
| 43 | "type": )" + dataType + R"(, |
| 44 | "buffer": 1, |
| 45 | "name": "outputTensor", |
| 46 | "quantization": { |
| 47 | "min": [ 0.0 ], |
| 48 | "max": [ 255.0 ], |
| 49 | "scale": [ )" + scale + R"( ], |
| 50 | "zero_point": [ )" + offset + R"( ], |
| 51 | } |
| 52 | }, |
| 53 | { |
| 54 | "shape": )" + padListShape + R"( , |
| 55 | "type": "INT64", |
| 56 | "buffer": 2, |
| 57 | "name": "padList", |
| 58 | "quantization": { |
| 59 | "min": [ 0.0 ], |
| 60 | "max": [ 255.0 ], |
| 61 | "scale": [ 1.0 ], |
| 62 | "zero_point": [ 0 ], |
| 63 | } |
| 64 | }, |
| 65 | { |
| 66 | "shape": )" + constantValuesShape + R"( , |
| 67 | "type": )" + dataType + R"(, |
| 68 | "buffer": 3, |
| 69 | "name": "constantValues", |
| 70 | "quantization": { |
| 71 | "min": [ 0.0 ], |
| 72 | "max": [ 255.0 ], |
| 73 | "scale": [ 1.0 ], |
| 74 | "zero_point": [ 0 ], |
| 75 | } |
| 76 | } |
| 77 | ], |
| 78 | "inputs": [ 0 ], |
| 79 | "outputs": [ 1 ], |
| 80 | "operators": [ |
| 81 | { |
| 82 | "opcode_index": 0, |
| 83 | "inputs": [ 0, 2, 3 ], |
| 84 | "outputs": [ 1 ], |
| 85 | "custom_options_format": "FLEXBUFFERS" |
| 86 | } |
| 87 | ], |
| 88 | } ], |
| 89 | "buffers" : [ |
| 90 | { }, |
| 91 | { }, |
| 92 | { "data": )" + padListData + R"(, }, |
| 93 | { "data": )" + constantValuesData + R"(, }, |
| 94 | ] |
| 95 | } |
| 96 | )"; |
| 97 | SetupSingleInputSingleOutput("inputTensor", "outputTensor"); |
| 98 | } |
| 99 | }; |
| 100 | |
| 101 | struct SimplePadV2Fixture : public PadV2Fixture |
| 102 | { |
| 103 | SimplePadV2Fixture() : PadV2Fixture("[ 2,3 ]", "[ 4,7 ]", "[ 2,2 ]", |
| 104 | "[ 1,0,0,0,0,0,0,0, 1,0,0,0,0,0,0,0, 2,0,0,0,0,0,0,0, 2,0,0,0,0,0,0,0 ]", |
| 105 | "[1]", "[0,0,160,64]") {} |
| 106 | }; |
| 107 | |
| 108 | TEST_CASE_FIXTURE(SimplePadV2Fixture, "ParsePadV2") |
| 109 | { |
| 110 | RunTest<2, armnn::DataType::Float32> |
| 111 | (0, |
| 112 | {{ "inputTensor", { 1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f }}}, |
| 113 | {{ "outputTensor", { 5.0f, 5.0f, 5.0f, 5.0f, 5.0f, 5.0f, 5.0f, |
| 114 | 5.0f, 5.0f, 1.0f, 2.0f, 3.0f, 5.0f, 5.0f, |
| 115 | 5.0f, 5.0f, 4.0f, 5.0f, 6.0f, 5.0f, 5.0f, |
| 116 | 5.0f, 5.0f, 5.0f, 5.0f, 5.0f, 5.0f, 5.0f }}}); |
| 117 | } |
| 118 | |
| 119 | struct NoConstValuePadV2Fixture : public PadV2Fixture |
| 120 | { |
| 121 | NoConstValuePadV2Fixture() : PadV2Fixture("[ 2,3 ]", "[ 4,7 ]", "[ 2,2 ]", |
| 122 | "[ 1,0,0,0,0,0,0,0, 1,0,0,0,0,0,0,0, 2,0,0,0,0,0,0,0, 2,0,0,0,0,0,0,0 ]", |
| 123 | "[]", "[]") {} |
| 124 | }; |
| 125 | |
| 126 | TEST_CASE_FIXTURE(NoConstValuePadV2Fixture, "ParsePadV2NoConstValue") |
| 127 | { |
| 128 | RunTest<2, armnn::DataType::Float32> |
| 129 | (0, |
| 130 | {{ "inputTensor", { 1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f }}}, |
| 131 | {{ "outputTensor", { 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, .0f, |
| 132 | 0.0f, 0.0f, 1.0f, 2.0f, 3.0f, 0.0f, 0.0f, |
| 133 | 0.0f, 0.0f, 4.0f, 5.0f, 6.0f, 0.0f, 0.0f, |
| 134 | 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f }}}); |
| 135 | } |
| 136 | |
| 137 | struct Uint8PadV2Fixture : public PadV2Fixture |
| 138 | { |
| 139 | Uint8PadV2Fixture() : PadV2Fixture("[ 2,3 ]", "[ 4,7 ]", "[ 2,2 ]", |
| 140 | "[ 1,0,0,0,0,0,0,0, 1,0,0,0,0,0,0,0, 2,0,0,0,0,0,0,0, 2,0,0,0,0,0,0,0 ]", |
| 141 | "[1]", "[1]","UINT8", "-2.0", "3") {} |
| 142 | }; |
| 143 | |
| 144 | TEST_CASE_FIXTURE(Uint8PadV2Fixture, "ParsePadV2Uint8") |
| 145 | { |
| 146 | RunTest<2, armnn::DataType::QAsymmU8> |
| 147 | (0, |
| 148 | {{ "inputTensor", { 1, 2, 3, 4, 5, 6 }}}, |
| 149 | {{ "outputTensor", { 1, 1, 1, 1, 1, 1, 1, |
| 150 | 1, 1, 1, 2, 3, 1, 1, |
| 151 | 1, 1, 4, 5, 6, 1, 1, |
| 152 | 1, 1, 1, 1, 1, 1, 1 }}}); |
| 153 | } |
| 154 | |
| 155 | struct Int8PadV2Fixture : public PadV2Fixture |
| 156 | { |
| 157 | Int8PadV2Fixture() : PadV2Fixture("[ 2,3 ]", "[ 4,7 ]", "[ 2,2 ]", |
| 158 | "[ 1,0,0,0,0,0,0,0, 1,0,0,0,0,0,0,0, 2,0,0,0,0,0,0,0, 2,0,0,0,0,0,0,0 ]", |
| 159 | "[1]", "[2]","INT8", "-2.0", "3") {} |
| 160 | }; |
| 161 | |
| 162 | TEST_CASE_FIXTURE(Int8PadV2Fixture, "ParsePadV2Int8") |
| 163 | { |
| 164 | RunTest<2, armnn::DataType::QAsymmS8> |
| 165 | (0, |
| 166 | {{ "inputTensor", { 1, -2, 3, 4, 5, -6 }}}, |
| 167 | {{ "outputTensor", { 2, 2, 2, 2, 2, 2, 2, |
| 168 | 2, 2, 1, -2, 3, 2, 2, |
| 169 | 2, 2, 4, 5, -6, 2, 2, |
| 170 | 2, 2, 2, 2, 2, 2, 2 }}}); |
| 171 | } |
| 172 | |
| 173 | } |