Michalis Spyrou | aea14c6 | 2019-01-03 11:10:25 +0000 | [diff] [blame] | 1 | /* |
Michalis Spyrou | 7317e39 | 2020-01-17 11:27:49 +0000 | [diff] [blame] | 2 | * Copyright (c) 2018-2020 ARM Limited. |
Michalis Spyrou | aea14c6 | 2019-01-03 11:10:25 +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" |
Michalis Spyrou | b9626ab | 2019-05-13 17:41:01 +0100 | [diff] [blame] | 25 | #include "arm_compute/core/utils/misc/Traits.h" |
Michalis Spyrou | aea14c6 | 2019-01-03 11:10:25 +0000 | [diff] [blame] | 26 | #include "arm_compute/runtime/NEON/functions/NEArgMinMaxLayer.h" |
Sang-Hoon Park | 2697fd8 | 2019-10-15 16:49:24 +0100 | [diff] [blame] | 27 | #include "arm_compute/runtime/NEON/functions/NEReductionOperation.h" |
Michalis Spyrou | aea14c6 | 2019-01-03 11:10:25 +0000 | [diff] [blame] | 28 | #include "arm_compute/runtime/Tensor.h" |
| 29 | #include "arm_compute/runtime/TensorAllocator.h" |
| 30 | |
Sang-Hoon Park | 2697fd8 | 2019-10-15 16:49:24 +0100 | [diff] [blame] | 31 | #include "arm_compute/core/utils/misc/ShapeCalculator.h" |
Michalis Spyrou | aea14c6 | 2019-01-03 11:10:25 +0000 | [diff] [blame] | 32 | #include "tests/NEON/Accessor.h" |
| 33 | #include "tests/datasets/ShapeDatasets.h" |
| 34 | #include "tests/datasets/SplitDataset.h" |
| 35 | #include "tests/framework/Asserts.h" |
| 36 | #include "tests/framework/Macros.h" |
| 37 | #include "tests/validation/Validation.h" |
| 38 | #include "tests/validation/fixtures/ArgMinMaxFixture.h" |
| 39 | |
| 40 | namespace arm_compute |
| 41 | { |
| 42 | namespace test |
| 43 | { |
| 44 | namespace validation |
| 45 | { |
| 46 | TEST_SUITE(NEON) |
| 47 | TEST_SUITE(ArgMinMax) |
| 48 | |
| 49 | // *INDENT-OFF* |
| 50 | // clang-format off |
| 51 | DATA_TEST_CASE(Validate, framework::DatasetMode::ALL, zip(zip(zip(zip( |
| 52 | framework::dataset::make("InputInfo", { TensorInfo(TensorShape(27U, 3U, 16U, 2U), 1, DataType::F32), // Invalid axis |
| 53 | TensorInfo(TensorShape(27U, 3U, 16U, 2U), 1, DataType::F32), // Invalid output shape |
| 54 | TensorInfo(TensorShape(32U, 16U, 16U, 2U), 1, DataType::F32), |
| 55 | TensorInfo(TensorShape(32U, 16U, 16U, 2U), 1, DataType::F32) // Invalid operation |
| 56 | }), |
| 57 | framework::dataset::make("OutputInfo", { TensorInfo(TensorShape(27U, 3U, 1U, 2U), 1, DataType::F32), |
| 58 | TensorInfo(TensorShape(27U, 3U, 1U, 2U), 1, DataType::F32), |
Sang-Hoon Park | eaa01ab | 2019-11-11 17:33:28 +0000 | [diff] [blame] | 59 | TensorInfo(TensorShape(32U, 16U, 2U), 1, DataType::S32), |
Michalis Spyrou | aea14c6 | 2019-01-03 11:10:25 +0000 | [diff] [blame] | 60 | TensorInfo(TensorShape(32U, 16U, 1U, 2U), 1, DataType::F32) |
| 61 | })), |
| 62 | framework::dataset::make("Axis", { 4, 0, 2, 0 })), |
| 63 | framework::dataset::make("Operation", { ReductionOperation::ARG_IDX_MAX, ReductionOperation::ARG_IDX_MAX, ReductionOperation::ARG_IDX_MAX, ReductionOperation::MEAN_SUM })), |
| 64 | framework::dataset::make("Expected", { false, false, true, false })), |
| 65 | input_info, output_info, axis, operation, expected) |
| 66 | { |
| 67 | const Status status = NEArgMinMaxLayer::validate(&input_info.clone()->set_is_resizable(false), axis, &output_info.clone()->set_is_resizable(false), operation); |
| 68 | ARM_COMPUTE_EXPECT(bool(status) == expected, framework::LogLevel::ERRORS); |
| 69 | } |
| 70 | // clang-format on |
| 71 | // *INDENT-ON* |
| 72 | |
Michalis Spyrou | aea14c6 | 2019-01-03 11:10:25 +0000 | [diff] [blame] | 73 | template <typename T> |
| 74 | using NEArgMinMaxValidationFixture = ArgMinMaxValidationFixture<Tensor, Accessor, NEArgMinMaxLayer, T>; |
| 75 | |
Michalis Spyrou | b9626ab | 2019-05-13 17:41:01 +0100 | [diff] [blame] | 76 | TEST_SUITE(S32) |
| 77 | FIXTURE_DATA_TEST_CASE(RunSmall, |
| 78 | NEArgMinMaxValidationFixture<int32_t>, |
| 79 | framework::DatasetMode::PRECOMMIT, |
| 80 | combine(combine(combine(datasets::Small4DShapes(), framework::dataset::make("DataType", DataType::S32)), framework::dataset::make("Axis", { 0, 1, 2, 3 })), framework::dataset::make("Operation", { ReductionOperation::ARG_IDX_MIN, ReductionOperation::ARG_IDX_MAX }))) |
| 81 | { |
| 82 | // Validate output |
| 83 | validate(Accessor(_target), _reference); |
| 84 | } |
| 85 | |
| 86 | FIXTURE_DATA_TEST_CASE(RunLarge, |
| 87 | NEArgMinMaxValidationFixture<int32_t>, |
| 88 | framework::DatasetMode::NIGHTLY, |
| 89 | combine(combine(combine(datasets::Large4DShapes(), framework::dataset::make("DataType", DataType::S32)), framework::dataset::make("Axis", { 0, 1, 2, 3 })), framework::dataset::make("Operation", { ReductionOperation::ARG_IDX_MIN, ReductionOperation::ARG_IDX_MAX }))) |
| 90 | { |
| 91 | // Validate output |
| 92 | validate(Accessor(_target), _reference); |
| 93 | } |
| 94 | TEST_SUITE_END() // S32 |
| 95 | |
Michalis Spyrou | aea14c6 | 2019-01-03 11:10:25 +0000 | [diff] [blame] | 96 | TEST_SUITE(Float) |
| 97 | #ifdef __ARM_FEATURE_FP16_VECTOR_ARITHMETIC |
| 98 | TEST_SUITE(FP16) |
| 99 | FIXTURE_DATA_TEST_CASE(RunSmall, |
| 100 | NEArgMinMaxValidationFixture<half>, |
| 101 | framework::DatasetMode::PRECOMMIT, |
| 102 | combine(combine(combine(datasets::Small4DShapes(), framework::dataset::make("DataType", DataType::F16)), framework::dataset::make("Axis", { 0, 1, 2, 3 })), framework::dataset::make("Operation", { ReductionOperation::ARG_IDX_MIN, ReductionOperation::ARG_IDX_MAX }))) |
| 103 | { |
| 104 | // Validate output |
| 105 | validate(Accessor(_target), _reference); |
| 106 | } |
| 107 | |
| 108 | FIXTURE_DATA_TEST_CASE(RunLarge, |
| 109 | NEArgMinMaxValidationFixture<half>, |
| 110 | framework::DatasetMode::NIGHTLY, |
| 111 | combine(combine(combine(datasets::Large4DShapes(), framework::dataset::make("DataType", DataType::F16)), framework::dataset::make("Axis", { 0, 1, 2, 3 })), framework::dataset::make("Operation", { ReductionOperation::ARG_IDX_MIN, ReductionOperation::ARG_IDX_MAX }))) |
| 112 | { |
| 113 | // Validate output |
| 114 | validate(Accessor(_target), _reference); |
| 115 | } |
| 116 | TEST_SUITE_END() // FP16 |
| 117 | #endif // __ARM_FEATURE_FP16_VECTOR_ARITHMETIC |
| 118 | |
Michalis Spyrou | 254a48a | 2019-01-14 17:27:39 +0000 | [diff] [blame] | 119 | TEST_SUITE(FP32) |
| 120 | FIXTURE_DATA_TEST_CASE(RunSmall, |
| 121 | NEArgMinMaxValidationFixture<float>, |
| 122 | framework::DatasetMode::PRECOMMIT, |
| 123 | combine(combine(combine(datasets::Small4DShapes(), framework::dataset::make("DataType", DataType::F32)), framework::dataset::make("Axis", { 0, 1, 2, 3 })), framework::dataset::make("Operation", { ReductionOperation::ARG_IDX_MIN, ReductionOperation::ARG_IDX_MAX }))) |
| 124 | { |
| 125 | // Validate output |
| 126 | validate(Accessor(_target), _reference); |
| 127 | } |
| 128 | |
| 129 | FIXTURE_DATA_TEST_CASE(RunLarge, |
| 130 | NEArgMinMaxValidationFixture<float>, |
| 131 | framework::DatasetMode::NIGHTLY, |
| 132 | combine(combine(combine(datasets::Large4DShapes(), framework::dataset::make("DataType", DataType::F32)), framework::dataset::make("Axis", { 0, 1, 2, 3 })), framework::dataset::make("Operation", { ReductionOperation::ARG_IDX_MIN, ReductionOperation::ARG_IDX_MAX }))) |
| 133 | { |
| 134 | // Validate output |
| 135 | validate(Accessor(_target), _reference); |
| 136 | } |
| 137 | TEST_SUITE_END() // FP32 |
| 138 | TEST_SUITE_END() // Float |
| 139 | |
Michalis Spyrou | aea14c6 | 2019-01-03 11:10:25 +0000 | [diff] [blame] | 140 | template <typename T> |
| 141 | using NEArgMinMaxQuantizedValidationFixture = ArgMinMaxValidationQuantizedFixture<Tensor, Accessor, NEArgMinMaxLayer, T>; |
| 142 | |
| 143 | TEST_SUITE(QASYMM8) |
| 144 | FIXTURE_DATA_TEST_CASE(RunSmall, |
| 145 | NEArgMinMaxQuantizedValidationFixture<uint8_t>, |
| 146 | framework::DatasetMode::PRECOMMIT, |
| 147 | combine(combine(combine(combine(datasets::Small4DShapes(), framework::dataset::make("DataType", DataType::QASYMM8)), framework::dataset::make("Axis", { 0, 1, 2, 3 })), |
| 148 | framework::dataset::make("Operation", { ReductionOperation::ARG_IDX_MIN, ReductionOperation::ARG_IDX_MAX })), |
| 149 | framework::dataset::make("QuantizationInfo", { QuantizationInfo(5.f / 255.f, 20) }))) |
| 150 | { |
| 151 | // Validate output |
| 152 | validate(Accessor(_target), _reference); |
| 153 | } |
| 154 | |
| 155 | FIXTURE_DATA_TEST_CASE(RunLarge, |
| 156 | NEArgMinMaxQuantizedValidationFixture<uint8_t>, |
| 157 | framework::DatasetMode::NIGHTLY, |
| 158 | combine(combine(combine(combine(datasets::Large4DShapes(), framework::dataset::make("DataType", DataType::QASYMM8)), framework::dataset::make("Axis", { 0, 1, 2, 3 })), |
| 159 | framework::dataset::make("Operation", { ReductionOperation::ARG_IDX_MIN, ReductionOperation::ARG_IDX_MAX })), |
| 160 | framework::dataset::make("QuantizationInfo", { QuantizationInfo(5.f / 255.f, 20) }))) |
| 161 | { |
| 162 | // Validate output |
| 163 | validate(Accessor(_target), _reference); |
| 164 | } |
| 165 | TEST_SUITE_END() // QASYMM8 |
Luca Foschiani | ee939fb | 2020-01-28 10:38:07 +0000 | [diff] [blame] | 166 | |
| 167 | TEST_SUITE(QASYMM8_SIGNED) |
| 168 | FIXTURE_DATA_TEST_CASE(RunSmall, |
| 169 | NEArgMinMaxQuantizedValidationFixture<int8_t>, |
| 170 | framework::DatasetMode::PRECOMMIT, |
| 171 | combine(combine(combine(combine(datasets::Small4DShapes(), framework::dataset::make("DataType", DataType::QASYMM8_SIGNED)), framework::dataset::make("Axis", { 0, 1, 2, 3 })), |
| 172 | framework::dataset::make("Operation", { ReductionOperation::ARG_IDX_MIN, ReductionOperation::ARG_IDX_MAX })), |
| 173 | framework::dataset::make("QuantizationInfo", { QuantizationInfo(5.f / 127.f, 20) }))) |
| 174 | { |
| 175 | // Validate output |
| 176 | validate(Accessor(_target), _reference); |
| 177 | } |
| 178 | |
| 179 | FIXTURE_DATA_TEST_CASE(RunLarge, |
| 180 | NEArgMinMaxQuantizedValidationFixture<int8_t>, |
| 181 | framework::DatasetMode::NIGHTLY, |
| 182 | combine(combine(combine(combine(datasets::Large4DShapes(), framework::dataset::make("DataType", DataType::QASYMM8_SIGNED)), framework::dataset::make("Axis", { 0, 1, 2, 3 })), |
| 183 | framework::dataset::make("Operation", { ReductionOperation::ARG_IDX_MIN, ReductionOperation::ARG_IDX_MAX })), |
| 184 | framework::dataset::make("QuantizationInfo", { QuantizationInfo(5.f / 127.f, 20) }))) |
| 185 | { |
| 186 | // Validate output |
| 187 | validate(Accessor(_target), _reference); |
| 188 | } |
| 189 | TEST_SUITE_END() // QASYMM8_SIGNED |
Michalis Spyrou | aea14c6 | 2019-01-03 11:10:25 +0000 | [diff] [blame] | 190 | TEST_SUITE_END() // ArgMinMax |
| 191 | TEST_SUITE_END() // NEON |
| 192 | } // namespace validation |
| 193 | } // namespace test |
| 194 | } // namespace arm_compute |