Georgios Pinitas | 6d9d6f4 | 2018-12-24 16:10:47 +0000 | [diff] [blame] | 1 | /* |
Kurtis Charnock | ab709a0 | 2019-11-29 11:43:05 +0000 | [diff] [blame] | 2 | * Copyright (c) 2018-2020 ARM Limited. |
Georgios Pinitas | 6d9d6f4 | 2018-12-24 16:10:47 +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" |
| 25 | #include "arm_compute/runtime/NEON/functions/NESplit.h" |
| 26 | #include "arm_compute/runtime/Tensor.h" |
| 27 | #include "arm_compute/runtime/TensorAllocator.h" |
| 28 | |
| 29 | #include "tests/NEON/Accessor.h" |
| 30 | #include "tests/datasets/SplitDataset.h" |
| 31 | #include "tests/framework/Asserts.h" |
| 32 | #include "tests/framework/Macros.h" |
| 33 | #include "tests/framework/datasets/Datasets.h" |
| 34 | #include "tests/validation/Validation.h" |
| 35 | #include "tests/validation/fixtures/SplitFixture.h" |
| 36 | |
| 37 | namespace arm_compute |
| 38 | { |
| 39 | namespace test |
| 40 | { |
| 41 | namespace validation |
| 42 | { |
| 43 | TEST_SUITE(NEON) |
| 44 | TEST_SUITE(Split) |
| 45 | |
| 46 | // *INDENT-OFF* |
| 47 | // clang-format off |
| 48 | DATA_TEST_CASE(Validate, framework::DatasetMode::ALL, zip(zip(zip( |
| 49 | framework::dataset::make("InputInfo", { TensorInfo(TensorShape(27U, 3U, 16U, 2U), 1, DataType::F32), // Invalid axis |
| 50 | TensorInfo(TensorShape(27U, 3U, 16U, 2U), 1, DataType::F32), // Invalid number of splits |
| 51 | TensorInfo(TensorShape(27U, 3U, 16U, 2U), 1, DataType::F32) |
| 52 | }), |
| 53 | framework::dataset::make("Axis", { 4, 2, 2 })), |
| 54 | framework::dataset::make("Splits", { 4, 5, 4 })), |
| 55 | framework::dataset::make("Expected", { false, false, true })), |
| 56 | input_info, axis, splits, expected) |
| 57 | { |
| 58 | std::vector<TensorInfo> outputs_info(splits); |
| 59 | std::vector<ITensorInfo*> outputs_info_ptr; |
Michalis Spyrou | bcfd09a | 2019-05-01 13:03:59 +0100 | [diff] [blame] | 60 | outputs_info_ptr.reserve(splits); |
Georgios Pinitas | 6d9d6f4 | 2018-12-24 16:10:47 +0000 | [diff] [blame] | 61 | for(auto &output_info : outputs_info) |
| 62 | { |
| 63 | outputs_info_ptr.emplace_back(&output_info); |
| 64 | } |
| 65 | const Status status = NESplit::validate(&input_info.clone()->set_is_resizable(false), outputs_info_ptr, axis); |
| 66 | ARM_COMPUTE_EXPECT(bool(status) == expected, framework::LogLevel::ERRORS); |
| 67 | } |
Kurtis Charnock | ab709a0 | 2019-11-29 11:43:05 +0000 | [diff] [blame] | 68 | |
| 69 | DATA_TEST_CASE(ValidateSplitShapes, framework::DatasetMode::ALL, zip(zip(zip( |
| 70 | framework::dataset::make("InputInfo", { TensorInfo(TensorShape(27U, 3U, 16U, 2U), 1, DataType::F32), |
| 71 | TensorInfo(TensorShape(27U, 3U, 16U, 2U), 1, DataType::F32) |
| 72 | }), |
| 73 | framework::dataset::make("Axis", { 2, 2 })), |
| 74 | framework::dataset::make("Splits", { std::vector<TensorInfo>{TensorInfo(TensorShape(27U, 3U, 4U, 2U), 1, DataType::F32), |
| 75 | TensorInfo(TensorShape(27U, 3U, 4U, 2U), 1, DataType::F32), |
| 76 | TensorInfo(TensorShape(27U, 3U, 8U, 2U), 1, DataType::F32)}, |
| 77 | std::vector<TensorInfo>{TensorInfo(TensorShape(27U, 3U, 3U, 2U), 1, DataType::F32), |
| 78 | TensorInfo(TensorShape(27U, 3U, 13U, 2U), 1, DataType::F32)} })), |
| 79 | framework::dataset::make("Expected", { true, true })), |
| 80 | input_info, axis, splits, expected) |
| 81 | { |
| 82 | std::vector<ITensorInfo*> outputs_info_ptr; |
| 83 | |
| 84 | for(auto &split : splits) |
| 85 | { |
| 86 | outputs_info_ptr.emplace_back(const_cast<TensorInfo*>(&split)); |
| 87 | } |
| 88 | const Status status = NESplit::validate(&input_info.clone()->set_is_resizable(false), outputs_info_ptr, axis); |
| 89 | ARM_COMPUTE_EXPECT(bool(status) == expected, framework::LogLevel::ERRORS); |
| 90 | } |
Georgios Pinitas | 6d9d6f4 | 2018-12-24 16:10:47 +0000 | [diff] [blame] | 91 | // clang-format on |
| 92 | // *INDENT-ON* |
| 93 | |
| 94 | DATA_TEST_CASE(Configuration, |
| 95 | framework::DatasetMode::ALL, |
| 96 | combine(datasets::SmallSplitDataset(), framework::dataset::make("DataType", { DataType::QASYMM8, DataType::F32 })), |
| 97 | shape, axis, splits, data_type) |
| 98 | { |
| 99 | // Create tensors |
| 100 | Tensor src = create_tensor<Tensor>(shape, data_type); |
| 101 | std::vector<Tensor> dsts(splits); |
| 102 | std::vector<ITensor *> dsts_ptrs; |
Michalis Spyrou | bcfd09a | 2019-05-01 13:03:59 +0100 | [diff] [blame] | 103 | dsts_ptrs.reserve(splits); |
Georgios Pinitas | 6d9d6f4 | 2018-12-24 16:10:47 +0000 | [diff] [blame] | 104 | for(auto &dst : dsts) |
| 105 | { |
| 106 | dsts_ptrs.emplace_back(&dst); |
| 107 | } |
| 108 | |
| 109 | // Create and Configure function |
| 110 | NESplit split; |
| 111 | split.configure(&src, dsts_ptrs, axis); |
| 112 | |
| 113 | // Validate valid regions |
| 114 | for(auto &dst : dsts) |
| 115 | { |
| 116 | const ValidRegion valid_region = shape_to_valid_region(dst.info()->tensor_shape()); |
| 117 | validate(dst.info()->valid_region(), valid_region); |
| 118 | } |
| 119 | } |
| 120 | |
Kurtis Charnock | ab709a0 | 2019-11-29 11:43:05 +0000 | [diff] [blame] | 121 | DATA_TEST_CASE(ConfigurationSplitShapes, |
| 122 | framework::DatasetMode::ALL, |
| 123 | combine(datasets::SmallSplitShapesDataset(), framework::dataset::make("DataType", { DataType::F16, DataType::F32 })), |
| 124 | shape, axis, split_shapes, data_type) |
| 125 | { |
| 126 | // Create tensors |
| 127 | Tensor src = create_tensor<Tensor>(shape, data_type); |
| 128 | std::vector<Tensor> dsts; |
| 129 | |
| 130 | for(const auto &split_shape : split_shapes) |
| 131 | { |
| 132 | Tensor dst = create_tensor<Tensor>(split_shape, data_type); |
| 133 | dsts.push_back(std::move(dst)); |
| 134 | } |
| 135 | |
| 136 | std::vector<ITensor *> dsts_ptrs; |
| 137 | for(auto &dst : dsts) |
| 138 | { |
| 139 | dsts_ptrs.emplace_back(&dst); |
| 140 | } |
| 141 | |
| 142 | // Create and Configure function |
| 143 | NESplit split; |
| 144 | split.configure(&src, dsts_ptrs, axis); |
| 145 | |
| 146 | // Validate valid regions |
| 147 | for(auto &dst : dsts) |
| 148 | { |
| 149 | const ValidRegion valid_region = shape_to_valid_region(dst.info()->tensor_shape()); |
| 150 | validate(dst.info()->valid_region(), valid_region); |
| 151 | } |
| 152 | } |
| 153 | |
Georgios Pinitas | 6d9d6f4 | 2018-12-24 16:10:47 +0000 | [diff] [blame] | 154 | template <typename T> |
| 155 | using NESplitFixture = SplitFixture<Tensor, ITensor, Accessor, NESplit, T>; |
| 156 | |
Kurtis Charnock | ab709a0 | 2019-11-29 11:43:05 +0000 | [diff] [blame] | 157 | template <typename T> |
| 158 | using NESplitShapesFixture = SplitShapesFixture<Tensor, ITensor, Accessor, NESplit, T>; |
| 159 | |
Georgios Pinitas | 6d9d6f4 | 2018-12-24 16:10:47 +0000 | [diff] [blame] | 160 | TEST_SUITE(Float) |
| 161 | #ifdef __ARM_FEATURE_FP16_VECTOR_ARITHMETIC |
| 162 | TEST_SUITE(FP16) |
| 163 | FIXTURE_DATA_TEST_CASE(RunSmall, |
| 164 | NESplitFixture<half>, |
| 165 | framework::DatasetMode::PRECOMMIT, |
| 166 | combine(datasets::SmallSplitDataset(), framework::dataset::make("DataType", DataType::F16))) |
| 167 | { |
| 168 | // Validate outputs |
| 169 | for(unsigned int i = 0; i < _target.size(); ++i) |
| 170 | { |
| 171 | validate(Accessor(_target[i]), _reference[i]); |
| 172 | } |
| 173 | } |
| 174 | |
| 175 | FIXTURE_DATA_TEST_CASE(RunLarge, |
| 176 | NESplitFixture<half>, |
| 177 | framework::DatasetMode::NIGHTLY, |
| 178 | combine(datasets::LargeSplitDataset(), framework::dataset::make("DataType", DataType::F16))) |
| 179 | { |
| 180 | // Validate outputs |
| 181 | for(unsigned int i = 0; i < _target.size(); ++i) |
| 182 | { |
| 183 | validate(Accessor(_target[i]), _reference[i]); |
| 184 | } |
| 185 | } |
| 186 | TEST_SUITE_END() // FP16 |
| 187 | #endif /* __ARM_FEATURE_FP16_VECTOR_ARITHMETIC */ |
| 188 | |
| 189 | TEST_SUITE(FP32) |
| 190 | FIXTURE_DATA_TEST_CASE(RunSmall, |
| 191 | NESplitFixture<float>, |
| 192 | framework::DatasetMode::PRECOMMIT, |
| 193 | combine(datasets::SmallSplitDataset(), framework::dataset::make("DataType", DataType::F32))) |
| 194 | { |
| 195 | // Validate outputs |
| 196 | for(unsigned int i = 0; i < _target.size(); ++i) |
| 197 | { |
| 198 | validate(Accessor(_target[i]), _reference[i]); |
| 199 | } |
| 200 | } |
| 201 | |
| 202 | FIXTURE_DATA_TEST_CASE(RunLarge, |
| 203 | NESplitFixture<float>, |
| 204 | framework::DatasetMode::NIGHTLY, |
| 205 | combine(datasets::LargeSplitDataset(), framework::dataset::make("DataType", DataType::F32))) |
| 206 | { |
| 207 | // Validate outputs |
| 208 | for(unsigned int i = 0; i < _target.size(); ++i) |
| 209 | { |
| 210 | validate(Accessor(_target[i]), _reference[i]); |
| 211 | } |
| 212 | } |
Kurtis Charnock | ab709a0 | 2019-11-29 11:43:05 +0000 | [diff] [blame] | 213 | |
| 214 | FIXTURE_DATA_TEST_CASE(RunSmallSplitShapes, |
| 215 | NESplitShapesFixture<float>, |
| 216 | framework::DatasetMode::PRECOMMIT, |
| 217 | combine(datasets::SmallSplitShapesDataset(), framework::dataset::make("DataType", DataType::F32))) |
| 218 | { |
| 219 | // Validate outputs |
| 220 | for(unsigned int i = 0; i < _target.size(); ++i) |
| 221 | { |
| 222 | validate(Accessor(_target[i]), _reference[i]); |
| 223 | } |
| 224 | } |
Georgios Pinitas | 6d9d6f4 | 2018-12-24 16:10:47 +0000 | [diff] [blame] | 225 | TEST_SUITE_END() // FP32 |
| 226 | TEST_SUITE_END() // Float |
| 227 | |
| 228 | TEST_SUITE_END() // Split |
| 229 | TEST_SUITE_END() // NEON |
| 230 | } // namespace validation |
| 231 | } // namespace test |
| 232 | } // namespace arm_compute |