telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 1 | // |
Finn Williams | b49ed18 | 2021-06-29 15:50:08 +0100 | [diff] [blame] | 2 | // Copyright © 2017 Arm Ltd and Contributors. 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 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 6 | #include "ParserFlatbuffersFixture.hpp" |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 7 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 8 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 9 | TEST_SUITE("TensorflowLiteParser_Squeeze") |
| 10 | { |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 11 | struct SqueezeFixture : public ParserFlatbuffersFixture |
| 12 | { |
| 13 | explicit SqueezeFixture(const std::string& inputShape, |
| 14 | const std::string& outputShape, |
| 15 | const std::string& squeezeDims) |
| 16 | { |
| 17 | m_JsonString = R"( |
| 18 | { |
| 19 | "version": 3, |
| 20 | "operator_codes": [ { "builtin_code": "SQUEEZE" } ], |
| 21 | "subgraphs": [ { |
| 22 | "tensors": [ |
| 23 | {)"; |
| 24 | m_JsonString += R"( |
| 25 | "shape" : )" + inputShape + ","; |
| 26 | m_JsonString += R"( |
| 27 | "type": "UINT8", |
| 28 | "buffer": 0, |
| 29 | "name": "inputTensor", |
| 30 | "quantization": { |
| 31 | "min": [ 0.0 ], |
| 32 | "max": [ 255.0 ], |
| 33 | "scale": [ 1.0 ], |
| 34 | "zero_point": [ 0 ], |
| 35 | } |
| 36 | }, |
| 37 | {)"; |
| 38 | m_JsonString += R"( |
| 39 | "shape" : )" + outputShape; |
| 40 | m_JsonString += R"(, |
| 41 | "type": "UINT8", |
| 42 | "buffer": 1, |
| 43 | "name": "outputTensor", |
| 44 | "quantization": { |
| 45 | "min": [ 0.0 ], |
| 46 | "max": [ 255.0 ], |
| 47 | "scale": [ 1.0 ], |
| 48 | "zero_point": [ 0 ], |
| 49 | } |
| 50 | } |
| 51 | ], |
| 52 | "inputs": [ 0 ], |
| 53 | "outputs": [ 1 ], |
| 54 | "operators": [ |
| 55 | { |
| 56 | "opcode_index": 0, |
| 57 | "inputs": [ 0 ], |
| 58 | "outputs": [ 1 ], |
| 59 | "builtin_options_type": "SqueezeOptions", |
| 60 | "builtin_options": {)"; |
| 61 | if (!squeezeDims.empty()) |
| 62 | { |
| 63 | m_JsonString += R"("squeeze_dims" : )" + squeezeDims; |
| 64 | } |
| 65 | m_JsonString += R"(}, |
| 66 | "custom_options_format": "FLEXBUFFERS" |
| 67 | } |
| 68 | ], |
| 69 | } ], |
| 70 | "buffers" : [ {}, {} ] |
| 71 | } |
| 72 | )"; |
| 73 | } |
| 74 | }; |
| 75 | |
| 76 | struct SqueezeFixtureWithSqueezeDims : SqueezeFixture |
| 77 | { |
| 78 | SqueezeFixtureWithSqueezeDims() : SqueezeFixture("[ 1, 2, 2, 1 ]", "[ 2, 2, 1 ]", "[ 0, 1, 2 ]") {} |
| 79 | }; |
| 80 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 81 | TEST_CASE_FIXTURE(SqueezeFixtureWithSqueezeDims, "ParseSqueezeWithSqueezeDims") |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 82 | { |
| 83 | SetupSingleInputSingleOutput("inputTensor", "outputTensor"); |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 84 | RunTest<3, armnn::DataType::QAsymmU8>(0, { 1, 2, 3, 4 }, { 1, 2, 3, 4 }); |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 85 | CHECK((m_Parser->GetNetworkOutputBindingInfo(0, "outputTensor").second.GetShape() |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 86 | == armnn::TensorShape({2,2,1}))); |
| 87 | |
| 88 | } |
| 89 | |
| 90 | struct SqueezeFixtureWithoutSqueezeDims : SqueezeFixture |
| 91 | { |
| 92 | SqueezeFixtureWithoutSqueezeDims() : SqueezeFixture("[ 1, 2, 2, 1 ]", "[ 2, 2 ]", "") {} |
| 93 | }; |
| 94 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 95 | TEST_CASE_FIXTURE(SqueezeFixtureWithoutSqueezeDims, "ParseSqueezeWithoutSqueezeDims") |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 96 | { |
| 97 | SetupSingleInputSingleOutput("inputTensor", "outputTensor"); |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 98 | RunTest<2, armnn::DataType::QAsymmU8>(0, { 1, 2, 3, 4 }, { 1, 2, 3, 4 }); |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 99 | CHECK((m_Parser->GetNetworkOutputBindingInfo(0, "outputTensor").second.GetShape() |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 100 | == armnn::TensorShape({2,2}))); |
| 101 | } |
| 102 | |
| 103 | struct SqueezeFixtureWithInvalidInput : SqueezeFixture |
| 104 | { |
Matthew Jackson | dba634f | 2019-08-15 15:14:18 +0100 | [diff] [blame] | 105 | SqueezeFixtureWithInvalidInput() : SqueezeFixture("[ 1, 2, 2, 1, 2, 2 ]", "[ 1, 2, 2, 1, 2 ]", "[ ]") {} |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 106 | }; |
| 107 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 108 | TEST_CASE_FIXTURE(SqueezeFixtureWithInvalidInput, "ParseSqueezeInvalidInput") |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 109 | { |
Matthew Jackson | dba634f | 2019-08-15 15:14:18 +0100 | [diff] [blame] | 110 | static_assert(armnn::MaxNumOfTensorDimensions == 5, "Please update SqueezeFixtureWithInvalidInput"); |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 111 | CHECK_THROWS_AS((SetupSingleInputSingleOutput("inputTensor", "outputTensor")), |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 112 | armnn::InvalidArgumentException); |
| 113 | } |
| 114 | |
| 115 | struct SqueezeFixtureWithSqueezeDimsSizeInvalid : SqueezeFixture |
| 116 | { |
| 117 | SqueezeFixtureWithSqueezeDimsSizeInvalid() : SqueezeFixture("[ 1, 2, 2, 1 ]", |
| 118 | "[ 1, 2, 2, 1 ]", |
| 119 | "[ 1, 2, 2, 2, 2 ]") {} |
| 120 | }; |
| 121 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 122 | TEST_CASE_FIXTURE(SqueezeFixtureWithSqueezeDimsSizeInvalid, "ParseSqueezeInvalidSqueezeDims") |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 123 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 124 | CHECK_THROWS_AS((SetupSingleInputSingleOutput("inputTensor", "outputTensor")), armnn::ParseException); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 125 | } |
| 126 | |
| 127 | |
Teresa Charlin | 3ab8548 | 2021-06-08 16:59:29 +0100 | [diff] [blame] | 128 | struct SqueezeFixtureWithNegativeSqueezeDims1 : SqueezeFixture |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 129 | { |
Teresa Charlin | 3ab8548 | 2021-06-08 16:59:29 +0100 | [diff] [blame] | 130 | SqueezeFixtureWithNegativeSqueezeDims1() : SqueezeFixture("[ 1, 2, 2, 1 ]", |
| 131 | "[ 2, 2, 1 ]", |
| 132 | "[ -1 ]") {} |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 133 | }; |
| 134 | |
Teresa Charlin | 3ab8548 | 2021-06-08 16:59:29 +0100 | [diff] [blame] | 135 | TEST_CASE_FIXTURE(SqueezeFixtureWithNegativeSqueezeDims1, "ParseSqueezeNegativeSqueezeDims1") |
| 136 | { |
| 137 | SetupSingleInputSingleOutput("inputTensor", "outputTensor"); |
| 138 | RunTest<3, armnn::DataType::QAsymmU8>(0, { 1, 2, 3, 4 }, { 1, 2, 3, 4 }); |
| 139 | CHECK((m_Parser->GetNetworkOutputBindingInfo(0, "outputTensor").second.GetShape() |
| 140 | == armnn::TensorShape({ 2, 2, 1 }))); |
| 141 | } |
| 142 | |
| 143 | struct SqueezeFixtureWithNegativeSqueezeDims2 : SqueezeFixture |
| 144 | { |
| 145 | SqueezeFixtureWithNegativeSqueezeDims2() : SqueezeFixture("[ 1, 2, 2, 1 ]", |
| 146 | "[ 1, 2, 2 ]", |
| 147 | "[ -1 ]") {} |
| 148 | }; |
| 149 | |
| 150 | TEST_CASE_FIXTURE(SqueezeFixtureWithNegativeSqueezeDims2, "ParseSqueezeNegativeSqueezeDims2") |
| 151 | { |
| 152 | SetupSingleInputSingleOutput("inputTensor", "outputTensor"); |
| 153 | RunTest<3, armnn::DataType::QAsymmU8>(0, { 1, 2, 3, 4 }, { 1, 2, 3, 4 }); |
| 154 | CHECK((m_Parser->GetNetworkOutputBindingInfo(0, "outputTensor").second.GetShape() |
| 155 | == armnn::TensorShape({ 1, 2, 2 }))); |
| 156 | } |
| 157 | |
| 158 | struct SqueezeFixtureWithNegativeSqueezeDimsInvalid : SqueezeFixture |
| 159 | { |
| 160 | SqueezeFixtureWithNegativeSqueezeDimsInvalid() : SqueezeFixture("[ 1, 2, 2, 1 ]", |
| 161 | "[ 1, 2, 2, 1 ]", |
| 162 | "[ -2 , 2 ]") {} |
| 163 | }; |
| 164 | |
| 165 | TEST_CASE_FIXTURE(SqueezeFixtureWithNegativeSqueezeDimsInvalid, "ParseSqueezeNegativeSqueezeDimsInvalid") |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 166 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 167 | CHECK_THROWS_AS((SetupSingleInputSingleOutput("inputTensor", "outputTensor")), armnn::ParseException); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 168 | } |
| 169 | |
| 170 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 171 | } |