Michalis Spyrou | 7930db4 | 2018-11-22 17:36:28 +0000 | [diff] [blame] | 1 | /* |
Giorgio Arena | 76cb751 | 2021-02-03 12:29:57 +0000 | [diff] [blame] | 2 | * Copyright (c) 2018-2021 Arm Limited. |
Michalis Spyrou | 7930db4 | 2018-11-22 17:36:28 +0000 | [diff] [blame] | 3 | * |
| 4 | * SPDX-License-Identifier: MIT |
| 5 | * |
| 6 | * Permission is hereby granted, free of charge, to any person obtaining a copy |
| 7 | * of this software and associated documentation files (the "Software"), to |
| 8 | * deal in the Software without restriction, including without limitation the |
| 9 | * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or |
| 10 | * sell copies of the Software, and to permit persons to whom the Software is |
| 11 | * furnished to do so, subject to the following conditions: |
| 12 | * |
| 13 | * The above copyright notice and this permission notice shall be included in all |
| 14 | * copies or substantial portions of the Software. |
| 15 | * |
| 16 | * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR |
| 17 | * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, |
| 18 | * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE |
| 19 | * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER |
| 20 | * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, |
| 21 | * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE |
| 22 | * SOFTWARE. |
| 23 | */ |
| 24 | #include "arm_compute/core/Types.h" |
Sang-Hoon Park | bef7fa2 | 2020-10-21 15:58:54 +0100 | [diff] [blame] | 25 | #include "arm_compute/core/utils/misc/ShapeCalculator.h" |
Michalis Spyrou | 7930db4 | 2018-11-22 17:36:28 +0000 | [diff] [blame] | 26 | #include "arm_compute/runtime/CL/CLTensor.h" |
| 27 | #include "arm_compute/runtime/CL/CLTensorAllocator.h" |
| 28 | #include "arm_compute/runtime/CL/functions/CLArgMinMaxLayer.h" |
Sang-Hoon Park | 2697fd8 | 2019-10-15 16:49:24 +0100 | [diff] [blame] | 29 | #include "arm_compute/runtime/CL/functions/CLReductionOperation.h" |
Michalis Spyrou | 7930db4 | 2018-11-22 17:36:28 +0000 | [diff] [blame] | 30 | #include "tests/CL/CLAccessor.h" |
| 31 | #include "tests/datasets/ShapeDatasets.h" |
| 32 | #include "tests/datasets/SplitDataset.h" |
| 33 | #include "tests/framework/Asserts.h" |
| 34 | #include "tests/framework/Macros.h" |
| 35 | #include "tests/validation/Validation.h" |
| 36 | #include "tests/validation/fixtures/ArgMinMaxFixture.h" |
| 37 | |
| 38 | namespace arm_compute |
| 39 | { |
| 40 | namespace test |
| 41 | { |
| 42 | namespace validation |
| 43 | { |
Manuel Bottini | 7b9998d | 2019-10-21 17:59:07 +0100 | [diff] [blame] | 44 | namespace |
| 45 | { |
| 46 | const auto ArgMinMaxSmallDataset = framework::dataset::make("Shape", |
| 47 | { |
Giorgio Arena | 76cb751 | 2021-02-03 12:29:57 +0000 | [diff] [blame] | 48 | TensorShape{ 1U, 7U, 1U, 3U }, |
Manuel Bottini | 5c829ca | 2020-01-28 17:25:48 +0000 | [diff] [blame] | 49 | TensorShape{ 149U, 5U, 1U, 2U }, |
| 50 | TensorShape{ 166U, 5U, 1U, 2U }, |
| 51 | TensorShape{ 322U, 5U, 1U, 2U }, |
| 52 | TensorShape{ 128U, 5U, 21U, 3U }, |
Manuel Bottini | 7b9998d | 2019-10-21 17:59:07 +0100 | [diff] [blame] | 53 | TensorShape{ 2560, 2U, 2U, 2U }, |
| 54 | }); |
| 55 | |
Sang-Hoon Park | bef7fa2 | 2020-10-21 15:58:54 +0100 | [diff] [blame] | 56 | const auto ArgMinMaxLargeDataset = framework::dataset::make("Shape", |
| 57 | { TensorShape{ 517U, 123U, 13U, 2U } }); |
Manuel Bottini | 7b9998d | 2019-10-21 17:59:07 +0100 | [diff] [blame] | 58 | } // namespace |
Michalis Spyrou | 7930db4 | 2018-11-22 17:36:28 +0000 | [diff] [blame] | 59 | TEST_SUITE(CL) |
| 60 | TEST_SUITE(ArgMinMax) |
| 61 | |
| 62 | // *INDENT-OFF* |
| 63 | // clang-format off |
| 64 | DATA_TEST_CASE(Validate, framework::DatasetMode::ALL, zip(zip(zip(zip( |
| 65 | framework::dataset::make("InputInfo", { TensorInfo(TensorShape(27U, 3U, 16U, 2U), 1, DataType::F32), // Invalid axis |
| 66 | TensorInfo(TensorShape(27U, 3U, 16U, 2U), 1, DataType::F32), // Invalid output shape |
| 67 | TensorInfo(TensorShape(32U, 16U, 16U, 2U), 1, DataType::F32), |
Sang-Hoon Park | 2697fd8 | 2019-10-15 16:49:24 +0100 | [diff] [blame] | 68 | TensorInfo(TensorShape(32U, 16U, 16U, 2U), 1, DataType::F32), // Invalid operation |
| 69 | TensorInfo(TensorShape(32U, 16U, 16U, 2U), 1, DataType::F32) // Not allowed keeping the dimension |
Michalis Spyrou | 7930db4 | 2018-11-22 17:36:28 +0000 | [diff] [blame] | 70 | }), |
Sang-Hoon Park | 2697fd8 | 2019-10-15 16:49:24 +0100 | [diff] [blame] | 71 | framework::dataset::make("OutputInfo", { TensorInfo(TensorShape(27U, 3U, 2U), 1, DataType::F32), |
| 72 | TensorInfo(TensorShape(27U, 3U, 2U), 1, DataType::F32), |
Sang-Hoon Park | eaa01ab | 2019-11-11 17:33:28 +0000 | [diff] [blame] | 73 | TensorInfo(TensorShape(32U, 16U, 2U), 1, DataType::S32), |
Sang-Hoon Park | 2697fd8 | 2019-10-15 16:49:24 +0100 | [diff] [blame] | 74 | TensorInfo(TensorShape(32U, 16U, 2U), 1, DataType::F32), |
| 75 | TensorInfo(TensorShape(32U, 16U, 1U, 2U), 1, DataType::U32) |
Michalis Spyrou | 7930db4 | 2018-11-22 17:36:28 +0000 | [diff] [blame] | 76 | })), |
Sang-Hoon Park | 2697fd8 | 2019-10-15 16:49:24 +0100 | [diff] [blame] | 77 | framework::dataset::make("Axis", { 4, 0, 2, 0, 2 })), |
| 78 | framework::dataset::make("Operation", { ReductionOperation::ARG_IDX_MAX, ReductionOperation::ARG_IDX_MAX, ReductionOperation::ARG_IDX_MAX, ReductionOperation::MEAN_SUM, ReductionOperation::ARG_IDX_MAX })), |
| 79 | framework::dataset::make("Expected", { false, false, true, false, false })), |
Michalis Spyrou | 7930db4 | 2018-11-22 17:36:28 +0000 | [diff] [blame] | 80 | input_info, output_info, axis, operation, expected) |
| 81 | { |
| 82 | const Status status = CLArgMinMaxLayer::validate(&input_info.clone()->set_is_resizable(false), axis, &output_info.clone()->set_is_resizable(false), operation); |
| 83 | ARM_COMPUTE_EXPECT(bool(status) == expected, framework::LogLevel::ERRORS); |
| 84 | } |
| 85 | // clang-format on |
| 86 | // *INDENT-ON* |
| 87 | |
Michalis Spyrou | 7930db4 | 2018-11-22 17:36:28 +0000 | [diff] [blame] | 88 | template <typename T> |
| 89 | using CLArgMinMaxValidationFixture = ArgMinMaxValidationFixture<CLTensor, CLAccessor, CLArgMinMaxLayer, T>; |
| 90 | |
Michalis Spyrou | b9626ab | 2019-05-13 17:41:01 +0100 | [diff] [blame] | 91 | TEST_SUITE(S32) |
| 92 | FIXTURE_DATA_TEST_CASE(RunSmall, |
| 93 | CLArgMinMaxValidationFixture<int32_t>, |
| 94 | framework::DatasetMode::PRECOMMIT, |
Manuel Bottini | 7b9998d | 2019-10-21 17:59:07 +0100 | [diff] [blame] | 95 | combine(combine(combine(ArgMinMaxSmallDataset, framework::dataset::make("DataType", DataType::S32)), framework::dataset::make("Axis", { 0, 1, 2, 3 })), |
| 96 | framework::dataset::make("Operation", { ReductionOperation::ARG_IDX_MIN, ReductionOperation::ARG_IDX_MAX }))) |
| 97 | { |
| 98 | // Validate output |
| 99 | validate(CLAccessor(_target), _reference); |
| 100 | } |
| 101 | FIXTURE_DATA_TEST_CASE(RunLarge, |
| 102 | CLArgMinMaxValidationFixture<int32_t>, |
| 103 | framework::DatasetMode::NIGHTLY, |
| 104 | combine(combine(combine(ArgMinMaxLargeDataset, framework::dataset::make("DataType", DataType::S32)), framework::dataset::make("Axis", { 0, 1, 2, 3 })), |
| 105 | framework::dataset::make("Operation", { ReductionOperation::ARG_IDX_MIN, ReductionOperation::ARG_IDX_MAX }))) |
Michalis Spyrou | b9626ab | 2019-05-13 17:41:01 +0100 | [diff] [blame] | 106 | { |
| 107 | // Validate output |
| 108 | validate(CLAccessor(_target), _reference); |
| 109 | } |
| 110 | TEST_SUITE_END() // S32 |
| 111 | |
Michalis Spyrou | 7930db4 | 2018-11-22 17:36:28 +0000 | [diff] [blame] | 112 | TEST_SUITE(Float) |
| 113 | TEST_SUITE(FP16) |
| 114 | FIXTURE_DATA_TEST_CASE(RunSmall, |
| 115 | CLArgMinMaxValidationFixture<half>, |
| 116 | framework::DatasetMode::PRECOMMIT, |
Manuel Bottini | 7b9998d | 2019-10-21 17:59:07 +0100 | [diff] [blame] | 117 | combine(combine(combine(ArgMinMaxSmallDataset, framework::dataset::make("DataType", DataType::F16)), framework::dataset::make("Axis", { 0, 1, 2, 3 })), |
| 118 | framework::dataset::make("Operation", { ReductionOperation::ARG_IDX_MIN, ReductionOperation::ARG_IDX_MAX }))) |
Michalis Spyrou | 7930db4 | 2018-11-22 17:36:28 +0000 | [diff] [blame] | 119 | { |
| 120 | // Validate output |
| 121 | validate(CLAccessor(_target), _reference); |
| 122 | } |
| 123 | |
| 124 | FIXTURE_DATA_TEST_CASE(RunLarge, |
| 125 | CLArgMinMaxValidationFixture<half>, |
| 126 | framework::DatasetMode::NIGHTLY, |
Manuel Bottini | 7b9998d | 2019-10-21 17:59:07 +0100 | [diff] [blame] | 127 | combine(combine(combine(ArgMinMaxLargeDataset, framework::dataset::make("DataType", DataType::F16)), framework::dataset::make("Axis", { 0, 1, 2, 3 })), |
| 128 | framework::dataset::make("Operation", { ReductionOperation::ARG_IDX_MIN, ReductionOperation::ARG_IDX_MAX }))) |
Michalis Spyrou | 7930db4 | 2018-11-22 17:36:28 +0000 | [diff] [blame] | 129 | { |
| 130 | // Validate output |
| 131 | validate(CLAccessor(_target), _reference); |
| 132 | } |
| 133 | TEST_SUITE_END() // FP16 |
| 134 | |
| 135 | TEST_SUITE(FP32) |
| 136 | FIXTURE_DATA_TEST_CASE(RunSmall, |
| 137 | CLArgMinMaxValidationFixture<float>, |
| 138 | framework::DatasetMode::PRECOMMIT, |
Manuel Bottini | 7b9998d | 2019-10-21 17:59:07 +0100 | [diff] [blame] | 139 | combine(combine(combine(ArgMinMaxSmallDataset, framework::dataset::make("DataType", DataType::F32)), framework::dataset::make("Axis", { 0, 1, 2, 3 })), |
| 140 | framework::dataset::make("Operation", { ReductionOperation::ARG_IDX_MIN, ReductionOperation::ARG_IDX_MAX }))) |
Michalis Spyrou | 7930db4 | 2018-11-22 17:36:28 +0000 | [diff] [blame] | 141 | { |
| 142 | // Validate output |
| 143 | validate(CLAccessor(_target), _reference); |
| 144 | } |
| 145 | |
| 146 | FIXTURE_DATA_TEST_CASE(RunLarge, |
| 147 | CLArgMinMaxValidationFixture<float>, |
| 148 | framework::DatasetMode::NIGHTLY, |
Manuel Bottini | 7b9998d | 2019-10-21 17:59:07 +0100 | [diff] [blame] | 149 | combine(combine(combine(ArgMinMaxLargeDataset, framework::dataset::make("DataType", DataType::F32)), framework::dataset::make("Axis", { 0, 1, 2, 3 })), |
| 150 | framework::dataset::make("Operation", { ReductionOperation::ARG_IDX_MIN, ReductionOperation::ARG_IDX_MAX }))) |
Michalis Spyrou | 7930db4 | 2018-11-22 17:36:28 +0000 | [diff] [blame] | 151 | { |
| 152 | // Validate output |
| 153 | validate(CLAccessor(_target), _reference); |
| 154 | } |
| 155 | TEST_SUITE_END() // FP32 |
| 156 | TEST_SUITE_END() // Float |
Michalis Spyrou | 7317e39 | 2020-01-17 11:27:49 +0000 | [diff] [blame] | 157 | |
| 158 | template <typename T> |
| 159 | using CLArgMinMaxQuantizedValidationFixture = ArgMinMaxValidationQuantizedFixture<CLTensor, CLAccessor, CLArgMinMaxLayer, T>; |
| 160 | |
| 161 | TEST_SUITE(Quantized) |
| 162 | TEST_SUITE(QASYMM8) |
| 163 | FIXTURE_DATA_TEST_CASE(RunSmall, |
| 164 | CLArgMinMaxQuantizedValidationFixture<uint8_t>, |
| 165 | framework::DatasetMode::PRECOMMIT, |
| 166 | combine(combine(combine(combine(ArgMinMaxSmallDataset, framework::dataset::make("DataType", DataType::QASYMM8)), framework::dataset::make("Axis", { 0, 1, 2, 3 })), |
| 167 | framework::dataset::make("Operation", { ReductionOperation::ARG_IDX_MIN, ReductionOperation::ARG_IDX_MAX })), |
| 168 | framework::dataset::make("QuantizationInfo", { QuantizationInfo(5.f / 255.f, 20) }))) |
| 169 | { |
| 170 | // Validate output |
| 171 | validate(CLAccessor(_target), _reference); |
| 172 | } |
| 173 | |
| 174 | FIXTURE_DATA_TEST_CASE(RunLarge, |
| 175 | CLArgMinMaxQuantizedValidationFixture<uint8_t>, |
| 176 | framework::DatasetMode::NIGHTLY, |
| 177 | combine(combine(combine(combine(ArgMinMaxLargeDataset, framework::dataset::make("DataType", DataType::QASYMM8)), framework::dataset::make("Axis", { 0, 1, 2, 3 })), |
| 178 | framework::dataset::make("Operation", { ReductionOperation::ARG_IDX_MIN, ReductionOperation::ARG_IDX_MAX })), |
| 179 | framework::dataset::make("QuantizationInfo", { QuantizationInfo(5.f / 255.f, 20) }))) |
| 180 | { |
| 181 | // Validate output |
| 182 | validate(CLAccessor(_target), _reference); |
| 183 | } |
| 184 | TEST_SUITE_END() // QASYMM8 |
Sheri Zhang | c5b6d88 | 2020-06-26 14:46:59 +0100 | [diff] [blame] | 185 | |
| 186 | TEST_SUITE(QASYMM8_SIGNED) |
| 187 | FIXTURE_DATA_TEST_CASE(RunSmall, |
| 188 | CLArgMinMaxQuantizedValidationFixture<int8_t>, |
| 189 | framework::DatasetMode::PRECOMMIT, |
| 190 | combine(combine(combine(combine(ArgMinMaxSmallDataset, framework::dataset::make("DataType", DataType::QASYMM8_SIGNED)), framework::dataset::make("Axis", { 0, 1, 2, 3 })), |
| 191 | framework::dataset::make("Operation", { ReductionOperation::ARG_IDX_MIN, ReductionOperation::ARG_IDX_MAX })), |
| 192 | framework::dataset::make("QuantizationInfo", { QuantizationInfo(5.f / 255.f, 20) }))) |
| 193 | { |
| 194 | // Validate output |
| 195 | validate(CLAccessor(_target), _reference); |
| 196 | } |
| 197 | |
| 198 | FIXTURE_DATA_TEST_CASE(RunLarge, |
| 199 | CLArgMinMaxQuantizedValidationFixture<int8_t>, |
| 200 | framework::DatasetMode::NIGHTLY, |
| 201 | combine(combine(combine(combine(ArgMinMaxLargeDataset, framework::dataset::make("DataType", DataType::QASYMM8_SIGNED)), framework::dataset::make("Axis", { 0, 1, 2, 3 })), |
| 202 | framework::dataset::make("Operation", { ReductionOperation::ARG_IDX_MIN, ReductionOperation::ARG_IDX_MAX })), |
| 203 | framework::dataset::make("QuantizationInfo", { QuantizationInfo(5.f / 255.f, 20) }))) |
| 204 | { |
| 205 | // Validate output |
| 206 | validate(CLAccessor(_target), _reference); |
| 207 | } |
| 208 | TEST_SUITE_END() // QASYMM8_SIGNED |
| 209 | |
Michalis Spyrou | 7317e39 | 2020-01-17 11:27:49 +0000 | [diff] [blame] | 210 | TEST_SUITE_END() // Quantized |
Michalis Spyrou | 7930db4 | 2018-11-22 17:36:28 +0000 | [diff] [blame] | 211 | TEST_SUITE_END() // ArgMinMax |
| 212 | TEST_SUITE_END() // CL |
| 213 | } // namespace validation |
| 214 | } // namespace test |
| 215 | } // namespace arm_compute |