Finn Williams | 7ee5d2c | 2020-03-27 11:11:50 +0000 | [diff] [blame] | 1 | // |
| 2 | // Copyright © 2020 Arm Ltd. All rights reserved. |
| 3 | // SPDX-License-Identifier: MIT |
| 4 | // |
| 5 | |
Finn Williams | 7ee5d2c | 2020-03-27 11:11:50 +0000 | [diff] [blame] | 6 | #include "armnnOnnxParser/IOnnxParser.hpp" |
| 7 | #include "ParserPrototxtFixture.hpp" |
| 8 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 9 | TEST_SUITE("OnnxParser_Clip") |
| 10 | { |
Finn Williams | 7ee5d2c | 2020-03-27 11:11:50 +0000 | [diff] [blame] | 11 | struct ClipMainFixture : public armnnUtils::ParserPrototxtFixture<armnnOnnxParser::IOnnxParser> |
| 12 | { |
| 13 | ClipMainFixture(std::string min, std::string max) |
| 14 | { |
| 15 | m_Prototext = R"( |
| 16 | ir_version: 3 |
| 17 | producer_name: "CNTK" |
| 18 | producer_version: "2.5.1" |
| 19 | domain: "ai.cntk" |
| 20 | model_version: 1 |
| 21 | graph { |
| 22 | name: "CNTKGraph" |
| 23 | input { |
| 24 | name: "Input" |
| 25 | type { |
| 26 | tensor_type { |
| 27 | elem_type: 1 |
| 28 | shape { |
| 29 | dim { |
| 30 | dim_value: 5 |
| 31 | } |
| 32 | } |
| 33 | } |
| 34 | } |
| 35 | } |
| 36 | node { |
| 37 | input: "Input" |
| 38 | input:")" + min + R"(" |
| 39 | input:")" + max + R"(" |
| 40 | output: "Output" |
| 41 | name: "ActivationLayer" |
| 42 | op_type: "Clip" |
| 43 | } |
| 44 | output { |
| 45 | name: "Output" |
| 46 | type { |
| 47 | tensor_type { |
| 48 | elem_type: 1 |
| 49 | shape { |
| 50 | dim { |
| 51 | dim_value: 5 |
| 52 | } |
| 53 | } |
| 54 | } |
| 55 | } |
| 56 | } |
| 57 | } |
| 58 | opset_import { |
| 59 | version: 7 |
| 60 | })"; |
| 61 | Setup(); |
| 62 | } |
| 63 | }; |
| 64 | |
Narumol Prangnawarat | f106ab7 | 2021-09-15 17:30:37 +0100 | [diff] [blame] | 65 | struct ClipAttributeFixture : public armnnUtils::ParserPrototxtFixture<armnnOnnxParser::IOnnxParser> |
| 66 | { |
| 67 | ClipAttributeFixture(std::string min, std::string max) |
| 68 | { |
| 69 | m_Prototext = R"( |
| 70 | ir_version: 3 |
| 71 | producer_name: "CNTK" |
| 72 | producer_version: "2.5.1" |
| 73 | domain: "ai.cntk" |
| 74 | model_version: 1 |
| 75 | graph { |
| 76 | name: "CNTKGraph" |
| 77 | input { |
| 78 | name: "Input" |
| 79 | type { |
| 80 | tensor_type { |
| 81 | elem_type: 1 |
| 82 | shape { |
| 83 | dim { |
| 84 | dim_value: 5 |
| 85 | } |
| 86 | } |
| 87 | } |
| 88 | } |
| 89 | } |
| 90 | node { |
| 91 | input: "Input" |
| 92 | output: "Output" |
| 93 | name: "ActivationLayer" |
| 94 | op_type: "Clip" |
| 95 | attribute { |
| 96 | name: "min" |
| 97 | f: )" + min + R"( |
| 98 | type: FLOAT |
| 99 | } |
| 100 | attribute { |
| 101 | name: "max" |
| 102 | f: )" + max + R"( |
| 103 | type: FLOAT |
| 104 | } |
| 105 | } |
| 106 | output { |
| 107 | name: "Output" |
| 108 | type { |
| 109 | tensor_type { |
| 110 | elem_type: 1 |
| 111 | shape { |
| 112 | dim { |
| 113 | dim_value: 5 |
| 114 | } |
| 115 | } |
| 116 | } |
| 117 | } |
| 118 | } |
| 119 | } |
| 120 | opset_import { |
| 121 | version: 7 |
| 122 | })"; |
| 123 | Setup(); |
| 124 | } |
| 125 | }; |
| 126 | |
Finn Williams | 7ee5d2c | 2020-03-27 11:11:50 +0000 | [diff] [blame] | 127 | struct ClipFixture : ClipMainFixture |
| 128 | { |
| 129 | ClipFixture() : ClipMainFixture("2", "3.5") {} |
| 130 | }; |
| 131 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 132 | TEST_CASE_FIXTURE(ClipFixture, "ValidClipTest") |
Finn Williams | 7ee5d2c | 2020-03-27 11:11:50 +0000 | [diff] [blame] | 133 | { |
| 134 | RunTest<1>({{"Input", { -1.5f, 1.25f, 3.5f, 8.0, 2.5}}}, |
| 135 | {{ "Output", { 2.0f, 2.0f, 3.5f, 3.5, 2.5}}}); |
| 136 | } |
| 137 | |
| 138 | struct ClipNoMaxInputFixture : ClipMainFixture |
| 139 | { |
| 140 | ClipNoMaxInputFixture() : ClipMainFixture("0", std::string()) {} |
| 141 | }; |
| 142 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 143 | TEST_CASE_FIXTURE(ClipNoMaxInputFixture, "ValidNoMaxInputClipTest") |
Finn Williams | 7ee5d2c | 2020-03-27 11:11:50 +0000 | [diff] [blame] | 144 | { |
| 145 | RunTest<1>({{"Input", { -1.5f, -5.25f, -0.5f, 8.0f, std::numeric_limits<float>::max() }}}, |
| 146 | {{ "Output", { 0.0f, 0.0f, 0.0f, 8.0f, std::numeric_limits<float>::max() }}}); |
| 147 | } |
| 148 | |
| 149 | struct ClipNoMinInputFixture : ClipMainFixture |
| 150 | { |
| 151 | ClipNoMinInputFixture() : ClipMainFixture(std::string(), "6") {} |
| 152 | }; |
| 153 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 154 | TEST_CASE_FIXTURE(ClipNoMinInputFixture, "ValidNoMinInputClipTest") |
Finn Williams | 7ee5d2c | 2020-03-27 11:11:50 +0000 | [diff] [blame] | 155 | { |
| 156 | RunTest<1>({{"Input", { std::numeric_limits<float>::lowest(), -5.25f, -0.5f, 8.0f, 200.0f }}}, |
| 157 | {{ "Output", { std::numeric_limits<float>::lowest(), -5.25f, -0.5f, 6.0f, 6.0f }}}); |
| 158 | } |
| 159 | |
| 160 | struct ClipNoInputFixture : ClipMainFixture |
| 161 | { |
| 162 | ClipNoInputFixture() : ClipMainFixture(std::string(), std::string()) {} |
| 163 | }; |
| 164 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 165 | TEST_CASE_FIXTURE(ClipNoInputFixture, "ValidNoInputClipTest") |
Finn Williams | 7ee5d2c | 2020-03-27 11:11:50 +0000 | [diff] [blame] | 166 | { |
| 167 | RunTest<1>({{"Input", { std::numeric_limits<float>::lowest(), -1.25f, 3.5f, 8.0f, |
| 168 | std::numeric_limits<float>::max()}}}, |
| 169 | {{ "Output", { std::numeric_limits<float>::lowest(), -1.25f, 3.5f, 8.0f, |
| 170 | std::numeric_limits<float>::max()}}}); |
| 171 | } |
| 172 | |
Narumol Prangnawarat | f106ab7 | 2021-09-15 17:30:37 +0100 | [diff] [blame] | 173 | struct ClipMinMaxAttributeFixture : ClipAttributeFixture |
| 174 | { |
| 175 | ClipMinMaxAttributeFixture() : ClipAttributeFixture("2", "3.5") {} |
| 176 | }; |
| 177 | |
| 178 | TEST_CASE_FIXTURE(ClipMinMaxAttributeFixture, "ValidClipAttributeTest") |
| 179 | { |
| 180 | RunTest<1>({{ "Input", { -1.5f, 1.25f, 3.5f, 8.0, 2.5}}}, |
| 181 | {{ "Output", { 2.0f, 2.0f, 3.5f, 3.5, 2.5}}}); |
| 182 | } |
| 183 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 184 | } |