Michalis Spyrou | 5237e01 | 2018-01-17 09:40:27 +0000 | [diff] [blame] | 1 | /* |
shubham | e1a4e37 | 2019-01-07 21:37:55 +0530 | [diff] [blame] | 2 | * Copyright (c) 2018-2019 ARM Limited. |
Michalis Spyrou | 5237e01 | 2018-01-17 09:40:27 +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/CL/CLTensor.h" |
| 26 | #include "arm_compute/runtime/CL/CLTensorAllocator.h" |
| 27 | #include "arm_compute/runtime/CL/functions/CLPermute.h" |
| 28 | #include "tests/CL/CLAccessor.h" |
| 29 | #include "tests/PaddingCalculator.h" |
| 30 | #include "tests/datasets/ShapeDatasets.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/PermuteFixture.h" |
| 36 | |
| 37 | namespace arm_compute |
| 38 | { |
| 39 | namespace test |
| 40 | { |
| 41 | namespace validation |
| 42 | { |
| 43 | namespace |
| 44 | { |
shubham | e1a4e37 | 2019-01-07 21:37:55 +0530 | [diff] [blame] | 45 | const auto PermuteVectors3 = framework::dataset::make("PermutationVector", |
Pablo Tello | 35767bc | 2018-12-05 17:36:30 +0000 | [diff] [blame] | 46 | { |
| 47 | PermutationVector(2U, 0U, 1U), |
| 48 | PermutationVector(1U, 2U, 0U), |
shubham | e1a4e37 | 2019-01-07 21:37:55 +0530 | [diff] [blame] | 49 | PermutationVector(0U, 1U, 2U), |
| 50 | PermutationVector(0U, 2U, 1U), |
| 51 | PermutationVector(1U, 0U, 2U), |
| 52 | PermutationVector(2U, 1U, 0U), |
Pablo Tello | 35767bc | 2018-12-05 17:36:30 +0000 | [diff] [blame] | 53 | }); |
shubham | e1a4e37 | 2019-01-07 21:37:55 +0530 | [diff] [blame] | 54 | const auto PermuteVectors4 = framework::dataset::make("PermutationVector", |
| 55 | { |
| 56 | PermutationVector(3U, 2U, 0U, 1U), |
| 57 | PermutationVector(3U, 2U, 1U, 0U), |
| 58 | PermutationVector(2U, 3U, 1U, 0U), |
| 59 | PermutationVector(1U, 3U, 2U, 0U), |
| 60 | PermutationVector(3U, 1U, 2U, 0U), |
| 61 | PermutationVector(3U, 0U, 2U, 1U), |
| 62 | PermutationVector(0U, 3U, 2U, 1U) |
| 63 | }); |
| 64 | const auto PermuteVectors = concat(PermuteVectors3, PermuteVectors4); |
Pablo Tello | 35767bc | 2018-12-05 17:36:30 +0000 | [diff] [blame] | 65 | const auto PermuteInputLayout = framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC }); |
| 66 | const auto PermuteParametersSmall = concat(concat(datasets::Small2DShapes(), datasets::Small3DShapes()), datasets::Small4DShapes()) * PermuteInputLayout * PermuteVectors; |
| 67 | const auto PermuteParametersLarge = datasets::Large4DShapes() * PermuteInputLayout * PermuteVectors; |
Michalis Spyrou | 5237e01 | 2018-01-17 09:40:27 +0000 | [diff] [blame] | 68 | } // namespace |
| 69 | TEST_SUITE(CL) |
| 70 | TEST_SUITE(Permute) |
| 71 | |
Isabella Gottardi | aad9f2c | 2018-02-21 11:51:23 +0000 | [diff] [blame] | 72 | // *INDENT-OFF* |
| 73 | // clang-format off |
| 74 | DATA_TEST_CASE(Validate, framework::DatasetMode::ALL, zip(zip(zip( |
shubham | e1a4e37 | 2019-01-07 21:37:55 +0530 | [diff] [blame] | 75 | framework::dataset::make("InputInfo",{ |
| 76 | TensorInfo(TensorShape(7U, 7U, 5U, 3U), 1, DataType::U16), // valid |
| 77 | TensorInfo(TensorShape(7U, 7U, 5U, 3U), 1, DataType::U16), // permutation not supported |
| 78 | TensorInfo(TensorShape(7U, 7U, 5U, 3U), 1, DataType::U16), // permutation not supported |
| 79 | TensorInfo(TensorShape(1U, 7U), 1, DataType::U8), // invalid input size |
| 80 | TensorInfo(TensorShape(7U, 7U, 5U, 3U), 1, DataType::U16), // valid |
| 81 | TensorInfo(TensorShape(27U, 13U, 37U, 2U), 1, DataType::F32), // valid |
| 82 | TensorInfo(TensorShape(7U, 7U, 5U, 3U), 1, DataType::U16), // permutation not supported |
| 83 | TensorInfo(TensorShape(7U, 7U, 5U, 3U), 1, DataType::S16), // valid |
| 84 | TensorInfo(TensorShape(27U, 13U, 37U, 2U), 1, DataType::F32), // permutation not supported |
| 85 | TensorInfo(TensorShape(27U, 13U, 37U, 2U), 1, DataType::F32), // valid |
| 86 | TensorInfo(TensorShape(27U, 13U, 37U, 2U), 1, DataType::F32) // permutation not supported |
| 87 | |
| 88 | }), |
| 89 | framework::dataset::make("OutputInfo", { |
| 90 | TensorInfo(TensorShape(5U, 7U, 7U, 3U), 1, DataType::U16), |
| 91 | TensorInfo(TensorShape(7U, 7U, 5U, 3U), 1, DataType::U16), |
| 92 | TensorInfo(TensorShape(7U, 7U, 5U, 3U), 1, DataType::U16), |
| 93 | TensorInfo(TensorShape(5U, 7U), 1, DataType::U8), |
| 94 | TensorInfo(TensorShape(5U, 7U, 7U, 3U), 1, DataType::U16), |
| 95 | TensorInfo(TensorShape(13U, 37U, 27U, 2U), 1, DataType::F32), |
| 96 | TensorInfo(TensorShape(5U, 7U, 7U, 3U), 1, DataType::U16), |
| 97 | TensorInfo(TensorShape(3U, 5U, 7U, 7U), 1, DataType::S16), |
| 98 | TensorInfo(TensorShape(13U, 37U, 27U, 2U), 1, DataType::F32), |
| 99 | TensorInfo(TensorShape(37U, 2U, 13U, 27U), 1, DataType::F32), |
| 100 | TensorInfo(TensorShape(37U, 2U, 13U, 27U), 1, DataType::F32) |
| 101 | |
| 102 | })), |
| 103 | framework::dataset::make("PermutationVector", { |
| 104 | PermutationVector(2U, 1U, 0U), |
| 105 | PermutationVector(2U, 2U, 1U), |
| 106 | PermutationVector(1U, 1U, 1U), |
| 107 | PermutationVector(2U, 0U, 1U), |
| 108 | PermutationVector(2U, 0U, 1U), |
| 109 | PermutationVector(1U, 2U, 0U), |
| 110 | PermutationVector(3U, 2U, 0U, 1U), |
| 111 | PermutationVector(3U, 2U, 0U, 1U), |
| 112 | PermutationVector(2U, 3U, 1U, 0U), |
| 113 | PermutationVector(2U, 3U, 1U, 0U), |
| 114 | PermutationVector(0U, 0U, 0U, 1000U) |
| 115 | })), |
| 116 | framework::dataset::make("Expected", { true, false, false, false, true, true, false, true, false, true, false })), |
| 117 | input_info, output_info, perm_vect, expected) |
Isabella Gottardi | aad9f2c | 2018-02-21 11:51:23 +0000 | [diff] [blame] | 118 | { |
| 119 | ARM_COMPUTE_EXPECT(bool(CLPermute::validate(&input_info.clone()->set_is_resizable(false), &output_info.clone()->set_is_resizable(false), perm_vect)) == expected, framework::LogLevel::ERRORS); |
| 120 | } |
| 121 | // clang-format on |
| 122 | // *INDENT-ON* |
| 123 | |
Michalis Spyrou | 5237e01 | 2018-01-17 09:40:27 +0000 | [diff] [blame] | 124 | DATA_TEST_CASE(Configuration, framework::DatasetMode::ALL, combine(datasets::Small4DShapes(), framework::dataset::make("DataType", { DataType::S8, DataType::U8, DataType::S16, DataType::U16, DataType::U32, DataType::S32, DataType::F16, DataType::F32 })), |
| 125 | shape, data_type) |
| 126 | { |
| 127 | // Define permutation vector |
| 128 | const PermutationVector perm(2U, 0U, 1U); |
| 129 | |
| 130 | // Permute shapes |
| 131 | TensorShape output_shape = shape; |
| 132 | permute(output_shape, perm); |
| 133 | |
| 134 | // Create tensors |
| 135 | CLTensor ref_src = create_tensor<CLTensor>(shape, data_type); |
| 136 | CLTensor dst = create_tensor<CLTensor>(output_shape, data_type); |
| 137 | |
| 138 | // Create and Configure function |
| 139 | CLPermute perm_func; |
| 140 | perm_func.configure(&ref_src, &dst, perm); |
| 141 | |
| 142 | // Validate valid region |
| 143 | const ValidRegion valid_region = shape_to_valid_region(output_shape); |
| 144 | validate(dst.info()->valid_region(), valid_region); |
| 145 | } |
| 146 | |
shubham | e1a4e37 | 2019-01-07 21:37:55 +0530 | [diff] [blame] | 147 | #ifndef DOXYGEN_SKIP_THIS |
| 148 | |
Michalis Spyrou | 5237e01 | 2018-01-17 09:40:27 +0000 | [diff] [blame] | 149 | template <typename T> |
| 150 | using CLPermuteFixture = PermuteValidationFixture<CLTensor, CLAccessor, CLPermute, T>; |
| 151 | |
| 152 | TEST_SUITE(U8) |
shubham | e1a4e37 | 2019-01-07 21:37:55 +0530 | [diff] [blame] | 153 | FIXTURE_DATA_TEST_CASE(RunSmall, CLPermuteFixture<uint8_t>, framework::DatasetMode::PRECOMMIT, |
| 154 | PermuteParametersSmall * framework::dataset::make("DataType", DataType::U8)) |
Michalis Spyrou | 5237e01 | 2018-01-17 09:40:27 +0000 | [diff] [blame] | 155 | { |
| 156 | // Validate output |
| 157 | validate(CLAccessor(_target), _reference); |
| 158 | } |
shubham | e1a4e37 | 2019-01-07 21:37:55 +0530 | [diff] [blame] | 159 | |
| 160 | FIXTURE_DATA_TEST_CASE(RunLarge, CLPermuteFixture<uint8_t>, framework::DatasetMode::NIGHTLY, |
| 161 | PermuteParametersLarge * framework::dataset::make("DataType", DataType::U8)) |
Michalis Spyrou | 5237e01 | 2018-01-17 09:40:27 +0000 | [diff] [blame] | 162 | { |
| 163 | // Validate output |
| 164 | validate(CLAccessor(_target), _reference); |
| 165 | } |
shubham | e1a4e37 | 2019-01-07 21:37:55 +0530 | [diff] [blame] | 166 | TEST_SUITE_END() // U8 |
Michalis Spyrou | 5237e01 | 2018-01-17 09:40:27 +0000 | [diff] [blame] | 167 | |
| 168 | TEST_SUITE(U16) |
shubham | e1a4e37 | 2019-01-07 21:37:55 +0530 | [diff] [blame] | 169 | FIXTURE_DATA_TEST_CASE(RunSmall, CLPermuteFixture<uint16_t>, framework::DatasetMode::PRECOMMIT, |
| 170 | PermuteParametersSmall * framework::dataset::make("DataType", DataType::U16)) |
Michalis Spyrou | 5237e01 | 2018-01-17 09:40:27 +0000 | [diff] [blame] | 171 | { |
| 172 | // Validate output |
| 173 | validate(CLAccessor(_target), _reference); |
| 174 | } |
shubham | e1a4e37 | 2019-01-07 21:37:55 +0530 | [diff] [blame] | 175 | FIXTURE_DATA_TEST_CASE(RunLarge, CLPermuteFixture<uint16_t>, framework::DatasetMode::NIGHTLY, |
| 176 | PermuteParametersLarge * framework::dataset::make("DataType", DataType::U16)) |
Michalis Spyrou | 5237e01 | 2018-01-17 09:40:27 +0000 | [diff] [blame] | 177 | { |
| 178 | // Validate output |
| 179 | validate(CLAccessor(_target), _reference); |
| 180 | } |
shubham | e1a4e37 | 2019-01-07 21:37:55 +0530 | [diff] [blame] | 181 | TEST_SUITE_END() // U16 |
Michalis Spyrou | 5237e01 | 2018-01-17 09:40:27 +0000 | [diff] [blame] | 182 | |
| 183 | TEST_SUITE(U32) |
shubham | e1a4e37 | 2019-01-07 21:37:55 +0530 | [diff] [blame] | 184 | FIXTURE_DATA_TEST_CASE(RunSmall, CLPermuteFixture<uint32_t>, framework::DatasetMode::PRECOMMIT, |
| 185 | PermuteParametersSmall * framework::dataset::make("DataType", DataType::U32)) |
Michalis Spyrou | 5237e01 | 2018-01-17 09:40:27 +0000 | [diff] [blame] | 186 | { |
| 187 | // Validate output |
| 188 | validate(CLAccessor(_target), _reference); |
| 189 | } |
shubham | e1a4e37 | 2019-01-07 21:37:55 +0530 | [diff] [blame] | 190 | FIXTURE_DATA_TEST_CASE(RunLarge, CLPermuteFixture<uint32_t>, framework::DatasetMode::NIGHTLY, |
| 191 | PermuteParametersLarge * framework::dataset::make("DataType", DataType::U32)) |
Michalis Spyrou | 5237e01 | 2018-01-17 09:40:27 +0000 | [diff] [blame] | 192 | { |
| 193 | // Validate output |
| 194 | validate(CLAccessor(_target), _reference); |
| 195 | } |
shubham | e1a4e37 | 2019-01-07 21:37:55 +0530 | [diff] [blame] | 196 | TEST_SUITE_END() // U32 |
Michalis Spyrou | 5237e01 | 2018-01-17 09:40:27 +0000 | [diff] [blame] | 197 | |
shubham | e1a4e37 | 2019-01-07 21:37:55 +0530 | [diff] [blame] | 198 | #endif /* DOXYGEN_SKIP_THIS */ |
| 199 | |
| 200 | TEST_SUITE_END() // Permute |
| 201 | TEST_SUITE_END() // CL |
Michalis Spyrou | 5237e01 | 2018-01-17 09:40:27 +0000 | [diff] [blame] | 202 | } // namespace validation |
| 203 | } // namespace test |
| 204 | } // namespace arm_compute |