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 | // |
| 5 | |
| 6 | #include <boost/test/unit_test.hpp> |
| 7 | #include "ParserFlatbuffersFixture.hpp" |
| 8 | #include "../TfLiteParser.hpp" |
| 9 | |
| 10 | BOOST_AUTO_TEST_SUITE(TensorflowLiteParser) |
| 11 | |
| 12 | struct EmptyNetworkFixture : public ParserFlatbuffersFixture |
| 13 | { |
| 14 | explicit EmptyNetworkFixture() { |
| 15 | m_JsonString = R"( |
| 16 | { |
| 17 | "version": 3, |
| 18 | "operator_codes": [], |
| 19 | "subgraphs": [ {} ] |
| 20 | })"; |
| 21 | } |
| 22 | }; |
| 23 | |
| 24 | BOOST_FIXTURE_TEST_CASE(EmptyNetworkHasNoInputsAndOutputs, EmptyNetworkFixture) |
| 25 | { |
| 26 | Setup(); |
| 27 | BOOST_TEST(m_Parser->GetSubgraphCount() == 1); |
| 28 | BOOST_TEST(m_Parser->GetSubgraphInputTensorNames(0).size() == 0); |
| 29 | BOOST_TEST(m_Parser->GetSubgraphOutputTensorNames(0).size() == 0); |
| 30 | } |
| 31 | |
| 32 | struct MissingTensorsFixture : public ParserFlatbuffersFixture |
| 33 | { |
| 34 | explicit MissingTensorsFixture() |
| 35 | { |
| 36 | m_JsonString = R"( |
| 37 | { |
| 38 | "version": 3, |
| 39 | "operator_codes": [], |
| 40 | "subgraphs": [{ |
| 41 | "inputs" : [ 0, 1 ], |
| 42 | "outputs" : [ 2, 3 ], |
| 43 | }] |
| 44 | })"; |
| 45 | } |
| 46 | }; |
| 47 | |
| 48 | BOOST_FIXTURE_TEST_CASE(MissingTensorsThrowException, MissingTensorsFixture) |
| 49 | { |
| 50 | // this throws because it cannot do the input output tensor connections |
| 51 | BOOST_CHECK_THROW(Setup(), armnn::ParseException); |
| 52 | } |
| 53 | |
| 54 | struct InvalidTensorsFixture : public ParserFlatbuffersFixture |
| 55 | { |
| 56 | explicit InvalidTensorsFixture() |
| 57 | { |
| 58 | m_JsonString = R"( |
| 59 | { |
| 60 | "version": 3, |
| 61 | "operator_codes": [ ], |
| 62 | "subgraphs": [{ |
Narumol Prangnawarat | 4818d46 | 2019-04-17 11:22:38 +0100 | [diff] [blame] | 63 | "tensors": [ { |
Matthew Jackson | dba634f | 2019-08-15 15:14:18 +0100 | [diff] [blame] | 64 | "shape": [ 1, 1, 1, 1, 1, 1 ], |
Narumol Prangnawarat | 4818d46 | 2019-04-17 11:22:38 +0100 | [diff] [blame] | 65 | "type": "FLOAT32", |
| 66 | "name": "In", |
| 67 | "buffer": 0 |
| 68 | }, { |
Matthew Jackson | dba634f | 2019-08-15 15:14:18 +0100 | [diff] [blame] | 69 | "shape": [ 1, 1, 1, 1, 1, 1 ], |
Narumol Prangnawarat | 4818d46 | 2019-04-17 11:22:38 +0100 | [diff] [blame] | 70 | "type": "FLOAT32", |
| 71 | "name": "Out", |
| 72 | "buffer": 1 |
| 73 | }], |
| 74 | "inputs" : [ 0 ], |
| 75 | "outputs" : [ 1 ], |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 76 | }] |
| 77 | })"; |
| 78 | } |
| 79 | }; |
| 80 | |
| 81 | BOOST_FIXTURE_TEST_CASE(InvalidTensorsThrowException, InvalidTensorsFixture) |
| 82 | { |
Narumol Prangnawarat | 4818d46 | 2019-04-17 11:22:38 +0100 | [diff] [blame] | 83 | // Tensor numDimensions must be less than or equal to MaxNumOfTensorDimensions |
Matthew Jackson | dba634f | 2019-08-15 15:14:18 +0100 | [diff] [blame] | 84 | static_assert(armnn::MaxNumOfTensorDimensions == 5, "Please update InvalidTensorsFixture"); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 85 | BOOST_CHECK_THROW(Setup(), armnn::InvalidArgumentException); |
| 86 | } |
| 87 | |
| 88 | struct ValidTensorsFixture : public ParserFlatbuffersFixture |
| 89 | { |
| 90 | explicit ValidTensorsFixture() |
| 91 | { |
| 92 | m_JsonString = R"( |
| 93 | { |
| 94 | "version": 3, |
| 95 | "operator_codes": [ { "builtin_code": "AVERAGE_POOL_2D" } ], |
| 96 | "subgraphs": [{ |
| 97 | "tensors": [ { |
| 98 | "shape": [ 1, 1, 1, 1 ], |
| 99 | "type": "FLOAT32", |
| 100 | "name": "In", |
| 101 | "buffer": 0, |
| 102 | }, { |
| 103 | "shape": [ 1, 1, 1, 1 ], |
| 104 | "type": "FLOAT32", |
| 105 | "name": "Out", |
| 106 | "buffer": 1, |
| 107 | }], |
| 108 | "inputs" : [ 0 ], |
| 109 | "outputs" : [ 1 ], |
| 110 | "operators": [{ |
| 111 | "opcode_index": 0, |
| 112 | "inputs": [ 0 ], |
| 113 | "outputs": [ 1 ], |
| 114 | "builtin_options_type": "Pool2DOptions", |
| 115 | "builtin_options": |
| 116 | { |
| 117 | "padding": "VALID", |
| 118 | "stride_w": 1, |
| 119 | "stride_h": 1, |
| 120 | "filter_width": 1, |
| 121 | "filter_height": 1, |
| 122 | "fused_activation_function": "NONE" |
| 123 | }, |
| 124 | "custom_options_format": "FLEXBUFFERS" |
| 125 | }] |
| 126 | }] |
| 127 | })"; |
| 128 | } |
| 129 | }; |
| 130 | |
| 131 | BOOST_FIXTURE_TEST_CASE(GetValidInputOutputTensorNames, ValidTensorsFixture) |
| 132 | { |
| 133 | Setup(); |
| 134 | BOOST_CHECK_EQUAL(m_Parser->GetSubgraphInputTensorNames(0).size(), 1u); |
| 135 | BOOST_CHECK_EQUAL(m_Parser->GetSubgraphOutputTensorNames(0).size(), 1u); |
| 136 | BOOST_CHECK_EQUAL(m_Parser->GetSubgraphInputTensorNames(0)[0], "In"); |
| 137 | BOOST_CHECK_EQUAL(m_Parser->GetSubgraphOutputTensorNames(0)[0], "Out"); |
| 138 | } |
| 139 | |
| 140 | BOOST_FIXTURE_TEST_CASE(ThrowIfSubgraphIdInvalidForInOutNames, ValidTensorsFixture) |
| 141 | { |
| 142 | Setup(); |
| 143 | |
| 144 | // these throw because of the invalid subgraph id |
| 145 | BOOST_CHECK_THROW(m_Parser->GetSubgraphInputTensorNames(1), armnn::ParseException); |
| 146 | BOOST_CHECK_THROW(m_Parser->GetSubgraphOutputTensorNames(1), armnn::ParseException); |
| 147 | } |
| 148 | |
Narumol Prangnawarat | 4818d46 | 2019-04-17 11:22:38 +0100 | [diff] [blame] | 149 | struct Rank0TensorFixture : public ParserFlatbuffersFixture |
| 150 | { |
| 151 | explicit Rank0TensorFixture() |
| 152 | { |
| 153 | m_JsonString = R"( |
| 154 | { |
| 155 | "version": 3, |
| 156 | "operator_codes": [ { "builtin_code": "MINIMUM" } ], |
| 157 | "subgraphs": [{ |
| 158 | "tensors": [ { |
| 159 | "shape": [ ], |
| 160 | "type": "FLOAT32", |
| 161 | "name": "In0", |
| 162 | "buffer": 0, |
| 163 | }, { |
| 164 | "shape": [ ], |
| 165 | "type": "FLOAT32", |
| 166 | "name": "In1", |
| 167 | "buffer": 1, |
| 168 | }, { |
| 169 | "shape": [ ], |
| 170 | "type": "FLOAT32", |
| 171 | "name": "Out", |
| 172 | "buffer": 2, |
| 173 | }], |
| 174 | "inputs" : [ 0, 1 ], |
| 175 | "outputs" : [ 2 ], |
| 176 | "operators": [{ |
| 177 | "opcode_index": 0, |
| 178 | "inputs": [ 0, 1 ], |
| 179 | "outputs": [ 2 ], |
| 180 | "custom_options_format": "FLEXBUFFERS" |
| 181 | }] |
| 182 | }] |
| 183 | } |
| 184 | )"; |
| 185 | } |
| 186 | }; |
| 187 | |
| 188 | BOOST_FIXTURE_TEST_CASE(Rank0Tensor, Rank0TensorFixture) |
| 189 | { |
| 190 | Setup(); |
| 191 | BOOST_CHECK_EQUAL(m_Parser->GetSubgraphInputTensorNames(0).size(), 2u); |
| 192 | BOOST_CHECK_EQUAL(m_Parser->GetSubgraphOutputTensorNames(0).size(), 1u); |
| 193 | BOOST_CHECK_EQUAL(m_Parser->GetSubgraphInputTensorNames(0)[0], "In0"); |
| 194 | BOOST_CHECK_EQUAL(m_Parser->GetSubgraphInputTensorNames(0)[1], "In1"); |
| 195 | BOOST_CHECK_EQUAL(m_Parser->GetSubgraphOutputTensorNames(0)[0], "Out"); |
| 196 | } |
| 197 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 198 | BOOST_AUTO_TEST_SUITE_END() |