telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 1 | // |
| 2 | // Copyright © 2017 Arm Ltd. All rights reserved. |
David Beck | ecb56cd | 2018-09-05 12:52:57 +0100 | [diff] [blame] | 3 | // SPDX-License-Identifier: MIT |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 4 | // |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 5 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 6 | #include "../OnnxParser.hpp" |
| 7 | #include "ParserPrototxtFixture.hpp" |
| 8 | #include <onnx/onnx.pb.h> |
| 9 | #include "google/protobuf/stubs/logging.h" |
| 10 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 11 | using ModelPtr = std::unique_ptr<onnx::ModelProto>; |
| 12 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 13 | TEST_SUITE("OnnxParser_GetInputsOutputs") |
| 14 | { |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 15 | struct GetInputsOutputsMainFixture : public armnnUtils::ParserPrototxtFixture<armnnOnnxParser::IOnnxParser> |
| 16 | { |
| 17 | explicit GetInputsOutputsMainFixture() |
| 18 | { |
| 19 | m_Prototext = R"( |
| 20 | ir_version: 3 |
| 21 | producer_name: "CNTK" |
| 22 | producer_version: "2.5.1" |
| 23 | domain: "ai.cntk" |
| 24 | model_version: 1 |
| 25 | graph { |
| 26 | name: "CNTKGraph" |
| 27 | input { |
| 28 | name: "Input" |
| 29 | type { |
| 30 | tensor_type { |
Matteo Martincigh | 44a7167 | 2018-12-11 13:46:52 +0000 | [diff] [blame] | 31 | elem_type: 1 |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 32 | shape { |
| 33 | dim { |
| 34 | dim_value: 4 |
| 35 | } |
| 36 | } |
| 37 | } |
| 38 | } |
| 39 | } |
| 40 | node { |
| 41 | input: "Input" |
| 42 | output: "Output" |
| 43 | name: "ActivationLayer" |
| 44 | op_type: "Relu" |
| 45 | } |
| 46 | output { |
| 47 | name: "Output" |
| 48 | type { |
| 49 | tensor_type { |
Matteo Martincigh | 44a7167 | 2018-12-11 13:46:52 +0000 | [diff] [blame] | 50 | elem_type: 1 |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 51 | shape { |
| 52 | dim { |
| 53 | dim_value: 4 |
| 54 | } |
| 55 | } |
| 56 | } |
| 57 | } |
| 58 | } |
| 59 | } |
| 60 | opset_import { |
| 61 | version: 7 |
| 62 | })"; |
| 63 | Setup(); |
| 64 | } |
| 65 | }; |
| 66 | |
| 67 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 68 | TEST_CASE_FIXTURE(GetInputsOutputsMainFixture, "GetInput") |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 69 | { |
Kevin May | ef33cb1 | 2021-01-29 14:24:57 +0000 | [diff] [blame] | 70 | ModelPtr model = armnnOnnxParser::OnnxParserImpl::LoadModelFromString(m_Prototext.c_str()); |
| 71 | std::vector<std::string> tensors = armnnOnnxParser::OnnxParserImpl::GetInputs(model); |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 72 | CHECK_EQ(1, tensors.size()); |
| 73 | CHECK_EQ("Input", tensors[0]); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 74 | |
| 75 | } |
| 76 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 77 | TEST_CASE_FIXTURE(GetInputsOutputsMainFixture, "GetOutput") |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 78 | { |
Kevin May | ef33cb1 | 2021-01-29 14:24:57 +0000 | [diff] [blame] | 79 | ModelPtr model = armnnOnnxParser::OnnxParserImpl::LoadModelFromString(m_Prototext.c_str()); |
| 80 | std::vector<std::string> tensors = armnnOnnxParser::OnnxParserImpl::GetOutputs(model); |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 81 | CHECK_EQ(1, tensors.size()); |
| 82 | CHECK_EQ("Output", tensors[0]); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 83 | } |
| 84 | |
| 85 | struct GetEmptyInputsOutputsFixture : public armnnUtils::ParserPrototxtFixture<armnnOnnxParser::IOnnxParser> |
| 86 | { |
| 87 | GetEmptyInputsOutputsFixture() |
| 88 | { |
| 89 | m_Prototext = R"( |
| 90 | ir_version: 3 |
| 91 | producer_name: "CNTK " |
| 92 | producer_version: "2.5.1 " |
| 93 | domain: "ai.cntk " |
| 94 | model_version: 1 |
| 95 | graph { |
| 96 | name: "CNTKGraph " |
| 97 | node { |
| 98 | output: "Output" |
| 99 | attribute { |
| 100 | name: "value" |
| 101 | t { |
| 102 | dims: 7 |
Matteo Martincigh | 44a7167 | 2018-12-11 13:46:52 +0000 | [diff] [blame] | 103 | data_type: 1 |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 104 | float_data: 0.0 |
| 105 | float_data: 1.0 |
| 106 | float_data: 2.0 |
| 107 | float_data: 3.0 |
| 108 | float_data: 4.0 |
| 109 | float_data: 5.0 |
| 110 | float_data: 6.0 |
| 111 | |
| 112 | } |
Matteo Martincigh | 44a7167 | 2018-12-11 13:46:52 +0000 | [diff] [blame] | 113 | type: 1 |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 114 | } |
| 115 | name: "constantNode" |
| 116 | op_type: "Constant" |
| 117 | } |
| 118 | output { |
| 119 | name: "Output" |
| 120 | type { |
| 121 | tensor_type { |
Matteo Martincigh | 44a7167 | 2018-12-11 13:46:52 +0000 | [diff] [blame] | 122 | elem_type: 1 |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 123 | shape { |
| 124 | dim { |
| 125 | dim_value: 7 |
| 126 | } |
| 127 | } |
| 128 | } |
| 129 | } |
| 130 | } |
| 131 | } |
| 132 | opset_import { |
| 133 | version: 7 |
| 134 | })"; |
| 135 | Setup(); |
| 136 | } |
| 137 | }; |
| 138 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 139 | TEST_CASE_FIXTURE(GetEmptyInputsOutputsFixture, "GetEmptyInputs") |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 140 | { |
Kevin May | ef33cb1 | 2021-01-29 14:24:57 +0000 | [diff] [blame] | 141 | ModelPtr model = armnnOnnxParser::OnnxParserImpl::LoadModelFromString(m_Prototext.c_str()); |
| 142 | std::vector<std::string> tensors = armnnOnnxParser::OnnxParserImpl::GetInputs(model); |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 143 | CHECK_EQ(0, tensors.size()); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 144 | } |
| 145 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 146 | TEST_CASE("GetInputsNullModel") |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 147 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 148 | CHECK_THROWS_AS(armnnOnnxParser::OnnxParserImpl::LoadModelFromString(""), armnn::InvalidArgumentException); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 149 | } |
| 150 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 151 | TEST_CASE("GetOutputsNullModel") |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 152 | { |
| 153 | auto silencer = google::protobuf::LogSilencer(); //get rid of errors from protobuf |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 154 | CHECK_THROWS_AS(armnnOnnxParser::OnnxParserImpl::LoadModelFromString("nknnk"), armnn::ParseException); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 155 | } |
| 156 | |
| 157 | struct GetInputsMultipleFixture : public armnnUtils::ParserPrototxtFixture<armnnOnnxParser::IOnnxParser> |
| 158 | { |
| 159 | GetInputsMultipleFixture() { |
| 160 | |
| 161 | m_Prototext = R"( |
| 162 | ir_version: 3 |
| 163 | producer_name: "CNTK" |
| 164 | producer_version: "2.5.1" |
| 165 | domain: "ai.cntk" |
| 166 | model_version: 1 |
| 167 | graph { |
| 168 | name: "CNTKGraph" |
| 169 | input { |
| 170 | name: "Input0" |
| 171 | type { |
| 172 | tensor_type { |
Matteo Martincigh | 44a7167 | 2018-12-11 13:46:52 +0000 | [diff] [blame] | 173 | elem_type: 1 |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 174 | shape { |
| 175 | dim { |
| 176 | dim_value: 1 |
| 177 | } |
| 178 | dim { |
| 179 | dim_value: 1 |
| 180 | } |
| 181 | dim { |
| 182 | dim_value: 1 |
| 183 | } |
| 184 | dim { |
| 185 | dim_value: 4 |
| 186 | } |
| 187 | } |
| 188 | } |
| 189 | } |
| 190 | } |
| 191 | input { |
| 192 | name: "Input1" |
| 193 | type { |
| 194 | tensor_type { |
Matteo Martincigh | 44a7167 | 2018-12-11 13:46:52 +0000 | [diff] [blame] | 195 | elem_type: 1 |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 196 | shape { |
| 197 | dim { |
| 198 | dim_value: 4 |
| 199 | } |
| 200 | } |
| 201 | } |
| 202 | } |
| 203 | } |
| 204 | node { |
| 205 | input: "Input0" |
| 206 | input: "Input1" |
| 207 | output: "Output" |
| 208 | name: "addition" |
| 209 | op_type: "Add" |
| 210 | doc_string: "" |
| 211 | domain: "" |
| 212 | } |
| 213 | output { |
| 214 | name: "Output" |
| 215 | type { |
| 216 | tensor_type { |
Matteo Martincigh | 44a7167 | 2018-12-11 13:46:52 +0000 | [diff] [blame] | 217 | elem_type: 1 |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 218 | shape { |
| 219 | dim { |
| 220 | dim_value: 1 |
| 221 | } |
| 222 | dim { |
| 223 | dim_value: 1 |
| 224 | } |
| 225 | dim { |
| 226 | dim_value: 1 |
| 227 | } |
| 228 | dim { |
| 229 | dim_value: 4 |
| 230 | } |
| 231 | } |
| 232 | } |
| 233 | } |
| 234 | } |
| 235 | } |
| 236 | opset_import { |
| 237 | version: 7 |
| 238 | })"; |
| 239 | Setup(); |
| 240 | } |
| 241 | }; |
| 242 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 243 | TEST_CASE_FIXTURE(GetInputsMultipleFixture, "GetInputsMultipleInputs") |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 244 | { |
Kevin May | ef33cb1 | 2021-01-29 14:24:57 +0000 | [diff] [blame] | 245 | ModelPtr model = armnnOnnxParser::OnnxParserImpl::LoadModelFromString(m_Prototext.c_str()); |
| 246 | std::vector<std::string> tensors = armnnOnnxParser::OnnxParserImpl::GetInputs(model); |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 247 | CHECK_EQ(2, tensors.size()); |
| 248 | CHECK_EQ("Input0", tensors[0]); |
| 249 | CHECK_EQ("Input1", tensors[1]); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 250 | } |
| 251 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 252 | } |