Michele Di Giorgio | 7217563 | 2018-05-01 16:52:00 +0100 | [diff] [blame] | 1 | /* |
Michalis Spyrou | 8094325 | 2019-01-10 17:19:50 +0000 | [diff] [blame] | 2 | * Copyright (c) 2018-2019 ARM Limited. |
Michele Di Giorgio | 7217563 | 2018-05-01 16:52:00 +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/CL/CLTensor.h" |
| 26 | #include "arm_compute/runtime/CL/CLTensorAllocator.h" |
| 27 | #include "arm_compute/runtime/CL/functions/CLChannelShuffleLayer.h" |
| 28 | #include "tests/CL/CLAccessor.h" |
| 29 | #include "tests/datasets/ChannelShuffleLayerDataset.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/ChannelShuffleLayerFixture.h" |
| 36 | |
| 37 | namespace arm_compute |
| 38 | { |
| 39 | namespace test |
| 40 | { |
| 41 | namespace validation |
| 42 | { |
| 43 | TEST_SUITE(CL) |
| 44 | TEST_SUITE(ChannelShuffle) |
| 45 | |
Michalis Spyrou | 8094325 | 2019-01-10 17:19:50 +0000 | [diff] [blame] | 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(4U, 4U, 4U), 1, DataType::F32), // Invalid num groups |
| 50 | TensorInfo(TensorShape(4U, 4U, 4U), 1, DataType::U8), // Mismatching data_type |
| 51 | TensorInfo(TensorShape(4U, 5U, 4U), 1, DataType::F32), // Mismatching shapes |
| 52 | TensorInfo(TensorShape(4U, 4U, 4U), 1, DataType::F32), // Num groups == channels |
| 53 | TensorInfo(TensorShape(4U, 4U, 4U), 1, DataType::F32), // (channels % num_groups) != 0 |
| 54 | TensorInfo(TensorShape(4U, 4U, 4U), 1, DataType::F32), // Valid |
| 55 | }), |
| 56 | framework::dataset::make("OutputInfo",{ TensorInfo(TensorShape(4U, 4U, 4U), 1, DataType::F32), |
| 57 | TensorInfo(TensorShape(4U, 4U, 4U), 1, DataType::F32), |
| 58 | TensorInfo(TensorShape(4U, 4U, 4U), 1, DataType::F32), |
| 59 | TensorInfo(TensorShape(4U, 4U, 4U), 1, DataType::F32), |
| 60 | TensorInfo(TensorShape(4U, 4U, 4U), 1, DataType::F32), |
| 61 | TensorInfo(TensorShape(4U, 4U, 4U), 1, DataType::F32), |
| 62 | })), |
| 63 | framework::dataset::make("NumGroups",{ 1, 2, 2, 4, 3, 2, |
| 64 | })), |
| 65 | framework::dataset::make("Expected", { false, false, false, false, false, true})), |
| 66 | input_info, output_info, num_groups, expected) |
| 67 | { |
| 68 | ARM_COMPUTE_EXPECT(bool(CLChannelShuffleLayer::validate(&input_info.clone()->set_is_resizable(false), &output_info.clone()->set_is_resizable(false), num_groups)) == expected, framework::LogLevel::ERRORS); |
| 69 | } |
| 70 | // clang-format on |
| 71 | // *INDENT-ON* |
| 72 | |
Michele Di Giorgio | 7217563 | 2018-05-01 16:52:00 +0100 | [diff] [blame] | 73 | DATA_TEST_CASE(Configuration, framework::DatasetMode::ALL, combine(datasets::SmallRandomChannelShuffleLayerDataset(), framework::dataset::make("DataType", { DataType::S8, DataType::U8, DataType::S16, DataType::U16, DataType::U32, DataType::S32, DataType::F16, DataType::F32 })), |
| 74 | shape, num_groups, data_type) |
| 75 | { |
| 76 | // Create tensors |
| 77 | CLTensor ref_src = create_tensor<CLTensor>(shape, data_type); |
| 78 | CLTensor dst = create_tensor<CLTensor>(shape, data_type); |
| 79 | |
| 80 | // Create and Configure function |
| 81 | CLChannelShuffleLayer channel_shuffle_func; |
| 82 | channel_shuffle_func.configure(&ref_src, &dst, num_groups); |
| 83 | |
| 84 | // Validate valid region |
| 85 | const ValidRegion valid_region = shape_to_valid_region(shape); |
| 86 | validate(dst.info()->valid_region(), valid_region); |
| 87 | } |
| 88 | |
| 89 | template <typename T> |
| 90 | using CLChannelShuffleLayerFixture = ChannelShuffleLayerValidationFixture<CLTensor, CLAccessor, CLChannelShuffleLayer, T>; |
| 91 | |
| 92 | TEST_SUITE(U8) |
Gian Marco Iodice | 8bab0ee | 2018-09-13 11:51:56 +0100 | [diff] [blame] | 93 | FIXTURE_DATA_TEST_CASE(RunSmall, CLChannelShuffleLayerFixture<uint8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(datasets::SmallRandomChannelShuffleLayerDataset(), |
| 94 | framework::dataset::make("DataType", DataType::U8)), |
| 95 | framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC }))) |
Michele Di Giorgio | 7217563 | 2018-05-01 16:52:00 +0100 | [diff] [blame] | 96 | { |
| 97 | // Validate output |
| 98 | validate(CLAccessor(_target), _reference); |
| 99 | } |
Gian Marco Iodice | 8bab0ee | 2018-09-13 11:51:56 +0100 | [diff] [blame] | 100 | FIXTURE_DATA_TEST_CASE(RunLarge, CLChannelShuffleLayerFixture<uint8_t>, framework::DatasetMode::NIGHTLY, combine(combine(datasets::LargeRandomChannelShuffleLayerDataset(), |
| 101 | framework::dataset::make("DataType", |
| 102 | DataType::U8)), |
| 103 | framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC }))) |
Michele Di Giorgio | 7217563 | 2018-05-01 16:52:00 +0100 | [diff] [blame] | 104 | { |
| 105 | // Validate output |
| 106 | validate(CLAccessor(_target), _reference); |
| 107 | } |
| 108 | TEST_SUITE_END() |
| 109 | |
| 110 | TEST_SUITE(Float) |
| 111 | TEST_SUITE(FP16) |
Gian Marco Iodice | 8bab0ee | 2018-09-13 11:51:56 +0100 | [diff] [blame] | 112 | FIXTURE_DATA_TEST_CASE(RunSmall, CLChannelShuffleLayerFixture<half>, framework::DatasetMode::PRECOMMIT, combine(combine(datasets::SmallRandomChannelShuffleLayerDataset(), |
| 113 | framework::dataset::make("DataType", |
| 114 | DataType::F16)), |
| 115 | framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC }))) |
Michele Di Giorgio | 7217563 | 2018-05-01 16:52:00 +0100 | [diff] [blame] | 116 | { |
| 117 | // Validate output |
| 118 | validate(CLAccessor(_target), _reference); |
| 119 | } |
Gian Marco Iodice | 8bab0ee | 2018-09-13 11:51:56 +0100 | [diff] [blame] | 120 | FIXTURE_DATA_TEST_CASE(RunLarge, CLChannelShuffleLayerFixture<half>, framework::DatasetMode::NIGHTLY, combine(combine(datasets::LargeRandomChannelShuffleLayerDataset(), |
| 121 | framework::dataset::make("DataType", |
| 122 | DataType::F16)), |
| 123 | framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC }))) |
Michele Di Giorgio | 7217563 | 2018-05-01 16:52:00 +0100 | [diff] [blame] | 124 | { |
| 125 | // Validate output |
| 126 | validate(CLAccessor(_target), _reference); |
| 127 | } |
| 128 | TEST_SUITE_END() |
| 129 | |
| 130 | TEST_SUITE(FP32) |
Gian Marco Iodice | 8bab0ee | 2018-09-13 11:51:56 +0100 | [diff] [blame] | 131 | FIXTURE_DATA_TEST_CASE(RunSmall, CLChannelShuffleLayerFixture<float>, framework::DatasetMode::PRECOMMIT, combine(combine(datasets::SmallRandomChannelShuffleLayerDataset(), |
| 132 | framework::dataset::make("DataType", |
| 133 | DataType::F32)), |
| 134 | framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC }))) |
Michele Di Giorgio | 7217563 | 2018-05-01 16:52:00 +0100 | [diff] [blame] | 135 | { |
| 136 | // Validate output |
| 137 | validate(CLAccessor(_target), _reference); |
| 138 | } |
Gian Marco Iodice | 8bab0ee | 2018-09-13 11:51:56 +0100 | [diff] [blame] | 139 | FIXTURE_DATA_TEST_CASE(RunLarge, CLChannelShuffleLayerFixture<float>, framework::DatasetMode::NIGHTLY, combine(combine(datasets::LargeRandomChannelShuffleLayerDataset(), |
| 140 | framework::dataset::make("DataType", |
| 141 | DataType::F32)), |
| 142 | framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC }))) |
Michele Di Giorgio | 7217563 | 2018-05-01 16:52:00 +0100 | [diff] [blame] | 143 | { |
| 144 | // Validate output |
| 145 | validate(CLAccessor(_target), _reference); |
| 146 | } |
| 147 | TEST_SUITE_END() |
| 148 | TEST_SUITE_END() |
| 149 | |
| 150 | TEST_SUITE_END() |
| 151 | TEST_SUITE_END() |
| 152 | } // namespace validation |
| 153 | } // namespace test |
| 154 | } // namespace arm_compute |