Ioan-Cristian Szabo | 5a99ddf | 2017-10-26 16:46:04 +0100 | [diff] [blame] | 1 | /* |
Michalis Spyrou | 5c9f0c4 | 2019-01-16 14:48:48 +0000 | [diff] [blame] | 2 | * Copyright (c) 2017-2019 ARM Limited. |
Ioan-Cristian Szabo | 5a99ddf | 2017-10-26 16:46:04 +0100 | [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/NETranspose.h" |
| 26 | #include "arm_compute/runtime/Tensor.h" |
| 27 | #include "arm_compute/runtime/TensorAllocator.h" |
| 28 | #include "tests/NEON/Accessor.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/TransposeFixture.h" |
| 36 | |
| 37 | namespace arm_compute |
| 38 | { |
| 39 | namespace test |
| 40 | { |
| 41 | namespace validation |
| 42 | { |
| 43 | TEST_SUITE(NEON) |
| 44 | TEST_SUITE(Transpose) |
| 45 | |
Gian Marco | b42d53c | 2017-12-07 10:09:07 +0000 | [diff] [blame] | 46 | // *INDENT-OFF* |
| 47 | // clang-format off |
| 48 | DATA_TEST_CASE(Validate, framework::DatasetMode::ALL, zip(zip( |
| 49 | framework::dataset::make("InputInfo", { TensorInfo(TensorShape(21U, 13U), 1, DataType::U8), // Input not a multiple of 8 |
| 50 | TensorInfo(TensorShape(21U, 13U), 1, DataType::U16), // Invalid shape |
Giorgio Arena | e3d24ce | 2018-08-24 14:44:08 +0100 | [diff] [blame] | 51 | TensorInfo(TensorShape(20U, 13U), 1, DataType::U32), // Window shrink |
Gian Marco | b42d53c | 2017-12-07 10:09:07 +0000 | [diff] [blame] | 52 | TensorInfo(TensorShape(20U, 13U), 1, DataType::U8), // Wrong data type |
Giorgio Arena | e3d24ce | 2018-08-24 14:44:08 +0100 | [diff] [blame] | 53 | TensorInfo(TensorShape(20U, 16U), 1, DataType::U16), |
| 54 | TensorInfo(TensorShape(20U, 16U), 1, DataType::U32), |
Gian Marco | b42d53c | 2017-12-07 10:09:07 +0000 | [diff] [blame] | 55 | }), |
| 56 | framework::dataset::make("OutputInfo",{ TensorInfo(TensorShape(13U, 21U), 1, DataType::U8), |
| 57 | TensorInfo(TensorShape(21U, 13U), 1, DataType::U16), |
| 58 | TensorInfo(TensorShape(13U, 20U), 1, DataType::U32), |
| 59 | TensorInfo(TensorShape(31U, 20U), 1, DataType::U16), |
Giorgio Arena | e3d24ce | 2018-08-24 14:44:08 +0100 | [diff] [blame] | 60 | TensorInfo(TensorShape(16U, 20U), 1, DataType::U16), |
| 61 | TensorInfo(TensorShape(16U, 20U), 1, DataType::U32), |
Gian Marco | b42d53c | 2017-12-07 10:09:07 +0000 | [diff] [blame] | 62 | })), |
Giorgio Arena | e3d24ce | 2018-08-24 14:44:08 +0100 | [diff] [blame] | 63 | framework::dataset::make("Expected", { false, false, false, false, true, true })), |
Gian Marco | b42d53c | 2017-12-07 10:09:07 +0000 | [diff] [blame] | 64 | a_info, output_info, expected) |
| 65 | { |
| 66 | // Lock tensors |
| 67 | Status status = NETranspose::validate(&a_info.clone()->set_is_resizable(false), |
| 68 | &output_info.clone()->set_is_resizable(false)); |
| 69 | ARM_COMPUTE_EXPECT(bool(status) == expected, framework::LogLevel::ERRORS); |
| 70 | } |
| 71 | // clang-format on |
| 72 | // *INDENT-ON* |
| 73 | |
Michalis Spyrou | 5c9f0c4 | 2019-01-16 14:48:48 +0000 | [diff] [blame] | 74 | DATA_TEST_CASE(Configuration, framework::DatasetMode::ALL, combine(datasets::Small2DShapes(), framework::dataset::make("DataType", { DataType::S8, DataType::U8, DataType::S16, DataType::U16, DataType::U32, DataType::S32, DataType::F16, DataType::F32 })), |
Ioan-Cristian Szabo | 5a99ddf | 2017-10-26 16:46:04 +0100 | [diff] [blame] | 75 | shape, data_type) |
| 76 | { |
| 77 | // Make rows the columns of the original shape |
| 78 | TensorShape output_shape{ shape[1], shape[0] }; |
| 79 | |
| 80 | // Create tensors |
Gian Marco | b42d53c | 2017-12-07 10:09:07 +0000 | [diff] [blame] | 81 | Tensor src = create_tensor<Tensor>(shape, data_type); |
| 82 | Tensor dst = create_tensor<Tensor>(output_shape, data_type); |
Ioan-Cristian Szabo | 5a99ddf | 2017-10-26 16:46:04 +0100 | [diff] [blame] | 83 | |
| 84 | // Create and Configure function |
| 85 | NETranspose trans; |
Gian Marco | b42d53c | 2017-12-07 10:09:07 +0000 | [diff] [blame] | 86 | trans.configure(&src, &dst); |
Ioan-Cristian Szabo | 5a99ddf | 2017-10-26 16:46:04 +0100 | [diff] [blame] | 87 | |
| 88 | // Validate valid region |
| 89 | const ValidRegion valid_region = shape_to_valid_region(output_shape); |
| 90 | validate(dst.info()->valid_region(), valid_region); |
| 91 | |
Gian Marco | b42d53c | 2017-12-07 10:09:07 +0000 | [diff] [blame] | 92 | // Validate padding |
Giorgio Arena | e3d24ce | 2018-08-24 14:44:08 +0100 | [diff] [blame] | 93 | const unsigned int num_elems_processed_per_iteration_x = 1; |
| 94 | const unsigned int num_elems_processed_per_iteration_y = std::max(4, static_cast<int>(8 / src.info()->element_size())); |
| 95 | const unsigned int max_in_x = ceil_to_multiple(shape[0], num_elems_processed_per_iteration_x); |
| 96 | const unsigned int max_in_y = ceil_to_multiple(shape[1], num_elems_processed_per_iteration_y); |
| 97 | const unsigned int max_out_x = ceil_to_multiple(output_shape[0], num_elems_processed_per_iteration_y); |
| 98 | const unsigned int max_out_y = ceil_to_multiple(output_shape[1], num_elems_processed_per_iteration_x); |
| 99 | |
| 100 | const PaddingSize in_padding(0, max_in_x - shape[0], max_in_y - shape[1], 0); |
| 101 | const PaddingSize out_padding(0, max_out_x - output_shape[0], max_out_y - output_shape[1], 0); |
| 102 | validate(src.info()->padding(), in_padding); |
| 103 | validate(dst.info()->padding(), out_padding); |
Ioan-Cristian Szabo | 5a99ddf | 2017-10-26 16:46:04 +0100 | [diff] [blame] | 104 | } |
| 105 | |
| 106 | template <typename T> |
| 107 | using NETransposeFixture = TransposeValidationFixture<Tensor, Accessor, NETranspose, T>; |
| 108 | |
| 109 | TEST_SUITE(U8) |
Gian Marco | b42d53c | 2017-12-07 10:09:07 +0000 | [diff] [blame] | 110 | FIXTURE_DATA_TEST_CASE(RunSmall, NETransposeFixture<uint8_t>, framework::DatasetMode::PRECOMMIT, combine(concat(datasets::Small1DShapes(), datasets::Small2DShapes()), |
| 111 | framework::dataset::make("DataType", DataType::U8))) |
Ioan-Cristian Szabo | 5a99ddf | 2017-10-26 16:46:04 +0100 | [diff] [blame] | 112 | { |
| 113 | // Validate output |
| 114 | validate(Accessor(_target), _reference); |
| 115 | } |
Gian Marco | b42d53c | 2017-12-07 10:09:07 +0000 | [diff] [blame] | 116 | FIXTURE_DATA_TEST_CASE(RunLarge, NETransposeFixture<uint8_t>, framework::DatasetMode::NIGHTLY, combine(concat(datasets::Large1DShapes(), datasets::Large2DShapes()), |
| 117 | framework::dataset::make("DataType", DataType::U8))) |
Ioan-Cristian Szabo | 5a99ddf | 2017-10-26 16:46:04 +0100 | [diff] [blame] | 118 | { |
| 119 | // Validate output |
| 120 | validate(Accessor(_target), _reference); |
| 121 | } |
| 122 | TEST_SUITE_END() |
| 123 | |
| 124 | TEST_SUITE(U16) |
Gian Marco | b42d53c | 2017-12-07 10:09:07 +0000 | [diff] [blame] | 125 | FIXTURE_DATA_TEST_CASE(RunSmall, NETransposeFixture<uint16_t>, framework::DatasetMode::PRECOMMIT, combine(concat(datasets::Small1DShapes(), datasets::Small2DShapes()), |
| 126 | framework::dataset::make("DataType", DataType::U16))) |
Ioan-Cristian Szabo | 5a99ddf | 2017-10-26 16:46:04 +0100 | [diff] [blame] | 127 | { |
| 128 | // Validate output |
| 129 | validate(Accessor(_target), _reference); |
| 130 | } |
Gian Marco | b42d53c | 2017-12-07 10:09:07 +0000 | [diff] [blame] | 131 | FIXTURE_DATA_TEST_CASE(RunLarge, NETransposeFixture<uint16_t>, framework::DatasetMode::NIGHTLY, combine(concat(datasets::Large1DShapes(), datasets::Large2DShapes()), |
| 132 | framework::dataset::make("DataType", DataType::U16))) |
Ioan-Cristian Szabo | 5a99ddf | 2017-10-26 16:46:04 +0100 | [diff] [blame] | 133 | { |
| 134 | // Validate output |
| 135 | validate(Accessor(_target), _reference); |
| 136 | } |
| 137 | TEST_SUITE_END() |
| 138 | |
| 139 | TEST_SUITE(U32) |
Gian Marco | b42d53c | 2017-12-07 10:09:07 +0000 | [diff] [blame] | 140 | FIXTURE_DATA_TEST_CASE(RunSmall, NETransposeFixture<uint32_t>, framework::DatasetMode::PRECOMMIT, combine(concat(datasets::Small1DShapes(), datasets::Small2DShapes()), |
| 141 | framework::dataset::make("DataType", DataType::U32))) |
Ioan-Cristian Szabo | 5a99ddf | 2017-10-26 16:46:04 +0100 | [diff] [blame] | 142 | { |
| 143 | // Validate output |
| 144 | validate(Accessor(_target), _reference); |
| 145 | } |
Gian Marco | b42d53c | 2017-12-07 10:09:07 +0000 | [diff] [blame] | 146 | FIXTURE_DATA_TEST_CASE(RunLarge, NETransposeFixture<uint32_t>, framework::DatasetMode::NIGHTLY, combine(concat(datasets::Large1DShapes(), datasets::Large2DShapes()), |
| 147 | framework::dataset::make("DataType", DataType::U32))) |
Ioan-Cristian Szabo | 5a99ddf | 2017-10-26 16:46:04 +0100 | [diff] [blame] | 148 | { |
| 149 | // Validate output |
| 150 | validate(Accessor(_target), _reference); |
| 151 | } |
| 152 | TEST_SUITE_END() |
| 153 | |
| 154 | TEST_SUITE_END() |
| 155 | TEST_SUITE_END() |
| 156 | } // namespace validation |
| 157 | } // namespace test |
| 158 | } // namespace arm_compute |