josh minor | ba424d2 | 2019-11-13 10:55:17 -0600 | [diff] [blame] | 1 | // |
| 2 | // Copyright © 2019 Arm Ltd. All rights reserved. |
| 3 | // SPDX-License-Identifier: MIT |
| 4 | // |
| 5 | |
josh minor | ba424d2 | 2019-11-13 10:55:17 -0600 | [diff] [blame] | 6 | #include "ParserFlatbuffersFixture.hpp" |
| 7 | #include "../TfLiteParser.hpp" |
| 8 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 9 | TEST_SUITE("TensorflowLiteParser_Slice") |
| 10 | { |
josh minor | ba424d2 | 2019-11-13 10:55:17 -0600 | [diff] [blame] | 11 | struct SliceFixture : public ParserFlatbuffersFixture |
| 12 | { |
| 13 | explicit SliceFixture(const std::string & inputShape, |
| 14 | const std::string & outputShape, |
| 15 | const std::string & beginData, |
| 16 | const std::string & sizeData) |
| 17 | { |
| 18 | m_JsonString = R"( |
| 19 | { |
| 20 | "version": 3, |
| 21 | "operator_codes": [ |
| 22 | { |
| 23 | "builtin_code": "SLICE", |
| 24 | "version": 1 |
| 25 | } |
| 26 | ], |
| 27 | "subgraphs": [ |
| 28 | { |
| 29 | "tensors": [ |
| 30 | { |
| 31 | "shape": )" + inputShape + R"(, |
| 32 | "type": "FLOAT32", |
| 33 | "buffer": 0, |
| 34 | "name": "inputTensor", |
| 35 | "quantization": { |
| 36 | "min": [ |
| 37 | 0.0 |
| 38 | ], |
| 39 | "max": [ |
| 40 | 255.0 |
| 41 | ], |
| 42 | "details_type": 0, |
| 43 | "quantized_dimension": 0 |
| 44 | }, |
| 45 | "is_variable": false |
| 46 | }, |
| 47 | { |
| 48 | "shape": )" + outputShape + R"(, |
| 49 | "type": "FLOAT32", |
| 50 | "buffer": 1, |
| 51 | "name": "outputTensor", |
| 52 | "quantization": { |
| 53 | "details_type": 0, |
| 54 | "quantized_dimension": 0 |
| 55 | }, |
| 56 | "is_variable": false |
| 57 | })"; |
| 58 | m_JsonString += R"(, |
| 59 | { |
| 60 | "shape": [ |
| 61 | 3 |
| 62 | ], |
| 63 | "type": "INT32", |
| 64 | "buffer": 2, |
| 65 | "name": "beginTensor", |
| 66 | "quantization": { |
| 67 | } |
| 68 | })"; |
| 69 | m_JsonString += R"(, |
| 70 | { |
| 71 | "shape": [ |
| 72 | 3 |
| 73 | ], |
| 74 | "type": "INT32", |
| 75 | "buffer": 3, |
| 76 | "name": "sizeTensor", |
| 77 | "quantization": { |
| 78 | } |
| 79 | })"; |
| 80 | m_JsonString += R"(], |
| 81 | "inputs": [ |
| 82 | 0 |
| 83 | ], |
| 84 | "outputs": [ |
| 85 | 1 |
| 86 | ], |
| 87 | "operators": [ |
| 88 | { |
| 89 | "opcode_index": 0, |
| 90 | "inputs": [ |
| 91 | 0, |
| 92 | 2, |
| 93 | 3)"; |
| 94 | m_JsonString += R"(], |
| 95 | "outputs": [ |
| 96 | 1 |
| 97 | ], |
| 98 | mutating_variable_inputs: [ |
| 99 | ] |
| 100 | } |
| 101 | ] |
| 102 | } |
| 103 | ], |
| 104 | "description": "TOCO Converted.", |
| 105 | "buffers": [ |
| 106 | { }, |
| 107 | { })"; |
| 108 | m_JsonString += R"(,{"data": )" + beginData + R"( })"; |
| 109 | m_JsonString += R"(,{"data": )" + sizeData + R"( })"; |
| 110 | m_JsonString += R"( |
| 111 | ] |
| 112 | } |
| 113 | )"; |
| 114 | SetupSingleInputSingleOutput("inputTensor", "outputTensor"); |
| 115 | } |
| 116 | }; |
| 117 | |
| 118 | struct SliceFixtureSingleDim : SliceFixture |
| 119 | { |
| 120 | SliceFixtureSingleDim() : SliceFixture("[ 3, 2, 3 ]", |
| 121 | "[ 1, 1, 3 ]", |
| 122 | "[ 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]", |
| 123 | "[ 1, 0, 0, 0, 1, 0, 0, 0, 3, 0, 0, 0 ]") {} |
| 124 | }; |
| 125 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 126 | TEST_CASE_FIXTURE(SliceFixtureSingleDim, "SliceSingleDim") |
josh minor | ba424d2 | 2019-11-13 10:55:17 -0600 | [diff] [blame] | 127 | { |
| 128 | RunTest<3, armnn::DataType::Float32>( |
| 129 | 0, |
| 130 | {{"inputTensor", { 1, 1, 1, 2, 2, 2, 3, 3, 3, 4, 4, 4, 5, 5, 5, 6, 6, 6 }}}, |
| 131 | {{"outputTensor", { 3, 3, 3 }}}); |
| 132 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 133 | CHECK((m_Parser->GetNetworkOutputBindingInfo(0, "outputTensor").second.GetShape() |
josh minor | ba424d2 | 2019-11-13 10:55:17 -0600 | [diff] [blame] | 134 | == armnn::TensorShape({1,1,3}))); |
| 135 | } |
| 136 | |
| 137 | struct SliceFixtureD123 : SliceFixture |
| 138 | { |
| 139 | SliceFixtureD123() : SliceFixture("[ 3, 2, 3 ]", |
| 140 | "[ 1, 2, 3 ]", |
| 141 | "[ 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]", |
| 142 | "[ 1, 0, 0, 0, 2, 0, 0, 0, 3, 0, 0, 0 ]") {} |
| 143 | }; |
| 144 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 145 | TEST_CASE_FIXTURE(SliceFixtureD123, "SliceD123") |
josh minor | ba424d2 | 2019-11-13 10:55:17 -0600 | [diff] [blame] | 146 | { |
| 147 | RunTest<3, armnn::DataType::Float32>( |
| 148 | 0, |
| 149 | {{"inputTensor", { 1, 1, 1, 2, 2, 2, 3, 3, 3, 4, 4, 4, 5, 5, 5, 6, 6, 6 }}}, |
| 150 | {{"outputTensor", { 3, 3, 3, 4, 4, 4 }}}); |
| 151 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 152 | CHECK((m_Parser->GetNetworkOutputBindingInfo(0, "outputTensor").second.GetShape() |
josh minor | ba424d2 | 2019-11-13 10:55:17 -0600 | [diff] [blame] | 153 | == armnn::TensorShape({1,2,3}))); |
| 154 | } |
| 155 | |
| 156 | struct SliceFixtureD213 : SliceFixture |
| 157 | { |
| 158 | SliceFixtureD213() : SliceFixture("[ 3, 2, 3 ]", |
| 159 | "[ 2, 1, 3 ]", |
| 160 | "[ 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]", |
| 161 | "[ 2, 0, 0, 0, 1, 0, 0, 0, 3, 0, 0, 0 ]") {} |
| 162 | }; |
| 163 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 164 | TEST_CASE_FIXTURE(SliceFixtureD213, "SliceD213") |
josh minor | ba424d2 | 2019-11-13 10:55:17 -0600 | [diff] [blame] | 165 | { |
| 166 | RunTest<3, armnn::DataType::Float32>( |
| 167 | 0, |
| 168 | {{"inputTensor", { 1, 1, 1, 2, 2, 2, 3, 3, 3, 4, 4, 4, 5, 5, 5, 6, 6, 6 }}}, |
| 169 | {{"outputTensor", { 3, 3, 3, 5, 5, 5 }}}); |
| 170 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 171 | CHECK((m_Parser->GetNetworkOutputBindingInfo(0, "outputTensor").second.GetShape() |
josh minor | ba424d2 | 2019-11-13 10:55:17 -0600 | [diff] [blame] | 172 | == armnn::TensorShape({2,1,3}))); |
| 173 | } |
| 174 | |
Sadik Armagan | d109a4d | 2020-07-28 10:42:13 +0100 | [diff] [blame] | 175 | struct DynamicSliceFixtureD213 : SliceFixture |
| 176 | { |
| 177 | DynamicSliceFixtureD213() : SliceFixture("[ 3, 2, 3 ]", |
| 178 | "[ ]", |
| 179 | "[ 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]", |
| 180 | "[ 2, 0, 0, 0, 1, 0, 0, 0, 3, 0, 0, 0 ]") {} |
| 181 | }; |
| 182 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 183 | TEST_CASE_FIXTURE(DynamicSliceFixtureD213, "DynamicSliceD213") |
Sadik Armagan | d109a4d | 2020-07-28 10:42:13 +0100 | [diff] [blame] | 184 | { |
| 185 | RunTest<3, armnn::DataType::Float32, armnn::DataType::Float32>( |
| 186 | 0, |
| 187 | {{"inputTensor", { 1, 1, 1, 2, 2, 2, 3, 3, 3, 4, 4, 4, 5, 5, 5, 6, 6, 6 }}}, |
| 188 | {{"outputTensor", { 3, 3, 3, 5, 5, 5 }}}, |
| 189 | true); |
| 190 | } |
| 191 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 192 | } |