Michalis Spyrou | 55b3d12 | 2018-05-09 09:59:23 +0100 | [diff] [blame] | 1 | /* |
Pablo Tello | eb6c88a | 2019-02-07 15:53:19 +0000 | [diff] [blame] | 2 | * Copyright (c) 2018-2019 ARM Limited. |
Michalis Spyrou | 55b3d12 | 2018-05-09 09:59:23 +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" |
Pablo Tello | 3dd5b68 | 2019-03-04 14:14:02 +0000 | [diff] [blame] | 27 | #include "arm_compute/runtime/CL/functions/CLConcatenateLayer.h" |
Michalis Spyrou | 55b3d12 | 2018-05-09 09:59:23 +0100 | [diff] [blame] | 28 | #include "tests/CL/CLAccessor.h" |
| 29 | #include "tests/datasets/ShapeDatasets.h" |
| 30 | #include "tests/framework/Asserts.h" |
| 31 | #include "tests/framework/Macros.h" |
| 32 | #include "tests/framework/datasets/Datasets.h" |
| 33 | #include "tests/validation/Validation.h" |
Pablo Tello | 3dd5b68 | 2019-03-04 14:14:02 +0000 | [diff] [blame] | 34 | #include "tests/validation/fixtures/ConcatenateLayerFixture.h" |
Michalis Spyrou | 55b3d12 | 2018-05-09 09:59:23 +0100 | [diff] [blame] | 35 | |
| 36 | namespace arm_compute |
| 37 | { |
| 38 | namespace test |
| 39 | { |
| 40 | namespace validation |
| 41 | { |
| 42 | TEST_SUITE(CL) |
| 43 | TEST_SUITE(WidthConcatenateLayer) |
| 44 | // *INDENT-OFF* |
| 45 | // clang-format off |
| 46 | DATA_TEST_CASE(Validate, framework::DatasetMode::ALL, zip(zip(zip( |
Vidhya Sudhan Loganathan | 7485d5a | 2018-07-04 09:34:00 +0100 | [diff] [blame] | 47 | framework::dataset::make("InputInfo1", { TensorInfo(TensorShape(23U, 27U, 5U), 1, DataType::F32), // Mismatching data type input/output |
| 48 | TensorInfo(TensorShape(23U, 27U, 5U), 1, DataType::F32), // Mismatching y dimension |
| 49 | TensorInfo(TensorShape(23U, 27U, 5U), 1, DataType::F32), // Mismatching total width |
Usama Arif | c63c370 | 2019-03-21 11:49:25 +0000 | [diff] [blame^] | 50 | TensorInfo(TensorShape(16U, 27U, 5U), 1, DataType::F32), |
| 51 | TensorInfo(TensorShape(21U, 35U, 5U), 1, DataType::F32) |
| 52 | |
Michalis Spyrou | 55b3d12 | 2018-05-09 09:59:23 +0100 | [diff] [blame] | 53 | }), |
Vidhya Sudhan Loganathan | 7485d5a | 2018-07-04 09:34:00 +0100 | [diff] [blame] | 54 | framework::dataset::make("InputInfo2", { TensorInfo(TensorShape(24U, 27U, 4U), 1, DataType::F32), |
| 55 | TensorInfo(TensorShape(52U, 27U, 5U), 1, DataType::F32), |
| 56 | TensorInfo(TensorShape(52U, 27U, 5U), 1, DataType::F32), |
Usama Arif | c63c370 | 2019-03-21 11:49:25 +0000 | [diff] [blame^] | 57 | TensorInfo(TensorShape(16U, 27U, 5U), 1, DataType::F32), |
| 58 | TensorInfo(TensorShape(10U, 35U, 5U), 1, DataType::F32) |
Michalis Spyrou | 55b3d12 | 2018-05-09 09:59:23 +0100 | [diff] [blame] | 59 | })), |
Vidhya Sudhan Loganathan | 7485d5a | 2018-07-04 09:34:00 +0100 | [diff] [blame] | 60 | framework::dataset::make("OutputInfo", { TensorInfo(TensorShape(47U, 27U, 5U), 1, DataType::F16), |
| 61 | TensorInfo(TensorShape(75U, 12U, 5U), 1, DataType::F32), |
| 62 | TensorInfo(TensorShape(11U, 27U, 5U), 1, DataType::F32), |
Usama Arif | c63c370 | 2019-03-21 11:49:25 +0000 | [diff] [blame^] | 63 | TensorInfo(TensorShape(32U, 27U, 5U), 1, DataType::F32), |
| 64 | TensorInfo(TensorShape(31U, 35U, 5U), 1, DataType::F32) |
| 65 | |
Michalis Spyrou | 55b3d12 | 2018-05-09 09:59:23 +0100 | [diff] [blame] | 66 | })), |
Usama Arif | c63c370 | 2019-03-21 11:49:25 +0000 | [diff] [blame^] | 67 | framework::dataset::make("Expected", { false, false, false, true, true })), |
Michalis Spyrou | 55b3d12 | 2018-05-09 09:59:23 +0100 | [diff] [blame] | 68 | input_info1, input_info2, output_info,expected) |
| 69 | { |
| 70 | std::vector<TensorInfo> inputs_vector_info; |
| 71 | inputs_vector_info.emplace_back(std::move(input_info1)); |
| 72 | inputs_vector_info.emplace_back(std::move(input_info2)); |
| 73 | |
| 74 | std::vector<ITensorInfo *> inputs_vector_info_raw; |
| 75 | for(auto &input : inputs_vector_info) |
| 76 | { |
| 77 | inputs_vector_info_raw.emplace_back(&input); |
| 78 | } |
| 79 | |
Usama Arif | c63c370 | 2019-03-21 11:49:25 +0000 | [diff] [blame^] | 80 | bool is_valid = bool(CLConcatenateLayer::validate(inputs_vector_info_raw,&output_info.clone()->set_is_resizable(true),DataLayoutDimension::WIDTH )); |
Michalis Spyrou | 55b3d12 | 2018-05-09 09:59:23 +0100 | [diff] [blame] | 81 | ARM_COMPUTE_EXPECT(is_valid == expected, framework::LogLevel::ERRORS); |
| 82 | } |
| 83 | // clang-format on |
| 84 | // *INDENT-ON* |
| 85 | |
| 86 | TEST_CASE(Configuration, framework::DatasetMode::ALL) |
| 87 | { |
| 88 | // Create tensors |
| 89 | CLTensor src1 = create_tensor<CLTensor>(TensorShape(128U, 32U, 32U), DataType::F32, 1); |
| 90 | CLTensor src2 = create_tensor<CLTensor>(TensorShape(32U, 32U, 32U), DataType::F32, 1); |
| 91 | CLTensor src3 = create_tensor<CLTensor>(TensorShape(15U, 32U, 32U), DataType::F32, 1); |
| 92 | CLTensor dst; |
| 93 | |
| 94 | ARM_COMPUTE_EXPECT(src1.info()->is_resizable(), framework::LogLevel::ERRORS); |
| 95 | ARM_COMPUTE_EXPECT(src2.info()->is_resizable(), framework::LogLevel::ERRORS); |
| 96 | ARM_COMPUTE_EXPECT(src3.info()->is_resizable(), framework::LogLevel::ERRORS); |
| 97 | ARM_COMPUTE_EXPECT(dst.info()->is_resizable(), framework::LogLevel::ERRORS); |
| 98 | |
| 99 | // Create and configure function |
Pablo Tello | 3dd5b68 | 2019-03-04 14:14:02 +0000 | [diff] [blame] | 100 | CLConcatenateLayer concat_layer; |
Michalis Spyrou | 55b3d12 | 2018-05-09 09:59:23 +0100 | [diff] [blame] | 101 | |
Pablo Tello | 3dd5b68 | 2019-03-04 14:14:02 +0000 | [diff] [blame] | 102 | concat_layer.configure({ &src1, &src2, &src3 }, &dst, DataLayoutDimension::WIDTH); |
Michalis Spyrou | 55b3d12 | 2018-05-09 09:59:23 +0100 | [diff] [blame] | 103 | } |
| 104 | |
| 105 | template <typename T> |
Pablo Tello | 3dd5b68 | 2019-03-04 14:14:02 +0000 | [diff] [blame] | 106 | using CLWidthConcatenateLayerFixture = ConcatenateLayerValidationFixture<CLTensor, ICLTensor, CLAccessor, CLConcatenateLayer, T>; |
Michalis Spyrou | 55b3d12 | 2018-05-09 09:59:23 +0100 | [diff] [blame] | 107 | |
| 108 | TEST_SUITE(Float) |
| 109 | TEST_SUITE(FP16) |
Pablo Tello | 3dd5b68 | 2019-03-04 14:14:02 +0000 | [diff] [blame] | 110 | FIXTURE_DATA_TEST_CASE(RunSmall, CLWidthConcatenateLayerFixture<half>, framework::DatasetMode::PRECOMMIT, combine(combine(concat(datasets::Small2DShapes(), datasets::Tiny4DShapes()), |
Michele Di Giorgio | e6dbde0 | 2018-10-19 15:46:19 +0100 | [diff] [blame] | 111 | framework::dataset::make("DataType", |
Pablo Tello | 3dd5b68 | 2019-03-04 14:14:02 +0000 | [diff] [blame] | 112 | DataType::F16)), |
| 113 | framework::dataset::make("Axis", 0))) |
| 114 | |
Michalis Spyrou | 55b3d12 | 2018-05-09 09:59:23 +0100 | [diff] [blame] | 115 | { |
| 116 | // Validate output |
| 117 | validate(CLAccessor(_target), _reference); |
| 118 | } |
Pablo Tello | 3dd5b68 | 2019-03-04 14:14:02 +0000 | [diff] [blame] | 119 | FIXTURE_DATA_TEST_CASE(RunLarge, CLWidthConcatenateLayerFixture<half>, framework::DatasetMode::NIGHTLY, combine(combine(concat(datasets::Large2DShapes(), datasets::Small4DShapes()), |
| 120 | framework::dataset::make("DataType", |
| 121 | DataType::F16)), |
| 122 | framework::dataset::make("Axis", 0))) |
| 123 | |
Michalis Spyrou | 55b3d12 | 2018-05-09 09:59:23 +0100 | [diff] [blame] | 124 | { |
| 125 | // Validate output |
| 126 | validate(CLAccessor(_target), _reference); |
| 127 | } |
| 128 | TEST_SUITE_END() |
| 129 | |
| 130 | TEST_SUITE(FP32) |
Pablo Tello | 3dd5b68 | 2019-03-04 14:14:02 +0000 | [diff] [blame] | 131 | FIXTURE_DATA_TEST_CASE(RunSmall, CLWidthConcatenateLayerFixture<float>, framework::DatasetMode::PRECOMMIT, combine(combine(concat(datasets::Small2DShapes(), datasets::Tiny4DShapes()), |
Michele Di Giorgio | e6dbde0 | 2018-10-19 15:46:19 +0100 | [diff] [blame] | 132 | framework::dataset::make("DataType", |
Pablo Tello | 3dd5b68 | 2019-03-04 14:14:02 +0000 | [diff] [blame] | 133 | DataType::F32)), |
| 134 | framework::dataset::make("Axis", 0))) |
| 135 | |
Michalis Spyrou | 55b3d12 | 2018-05-09 09:59:23 +0100 | [diff] [blame] | 136 | { |
| 137 | // Validate output |
| 138 | validate(CLAccessor(_target), _reference); |
| 139 | } |
Pablo Tello | 3dd5b68 | 2019-03-04 14:14:02 +0000 | [diff] [blame] | 140 | FIXTURE_DATA_TEST_CASE(RunLarge, CLWidthConcatenateLayerFixture<float>, framework::DatasetMode::NIGHTLY, combine(combine(datasets::ConcatenateLayerShapes(), framework::dataset::make("DataType", |
| 141 | DataType::F32)), |
| 142 | framework::dataset::make("Axis", 0))) |
Michalis Spyrou | 55b3d12 | 2018-05-09 09:59:23 +0100 | [diff] [blame] | 143 | { |
| 144 | // Validate output |
| 145 | validate(CLAccessor(_target), _reference); |
| 146 | } |
| 147 | TEST_SUITE_END() |
| 148 | TEST_SUITE_END() |
| 149 | |
Pablo Tello | eb6c88a | 2019-02-07 15:53:19 +0000 | [diff] [blame] | 150 | TEST_SUITE(Quantized) |
| 151 | TEST_SUITE(QASYMM8) |
Pablo Tello | 3dd5b68 | 2019-03-04 14:14:02 +0000 | [diff] [blame] | 152 | FIXTURE_DATA_TEST_CASE(RunSmall, CLWidthConcatenateLayerFixture<uint8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(concat(datasets::Small2DShapes(), datasets::Tiny4DShapes()), |
Pablo Tello | eb6c88a | 2019-02-07 15:53:19 +0000 | [diff] [blame] | 153 | framework::dataset::make("DataType", |
Pablo Tello | 3dd5b68 | 2019-03-04 14:14:02 +0000 | [diff] [blame] | 154 | DataType::QASYMM8)), |
| 155 | framework::dataset::make("Axis", 0))) |
Pablo Tello | eb6c88a | 2019-02-07 15:53:19 +0000 | [diff] [blame] | 156 | { |
| 157 | // Validate output |
| 158 | validate(CLAccessor(_target), _reference); |
| 159 | } |
Pablo Tello | 3dd5b68 | 2019-03-04 14:14:02 +0000 | [diff] [blame] | 160 | FIXTURE_DATA_TEST_CASE(RunLarge, CLWidthConcatenateLayerFixture<uint8_t>, framework::DatasetMode::NIGHTLY, combine(combine(datasets::ConcatenateLayerShapes(), framework::dataset::make("DataType", |
| 161 | DataType::QASYMM8)), |
| 162 | framework::dataset::make("Axis", 0))) |
Pablo Tello | eb6c88a | 2019-02-07 15:53:19 +0000 | [diff] [blame] | 163 | { |
| 164 | // Validate output |
| 165 | validate(CLAccessor(_target), _reference); |
| 166 | } |
| 167 | TEST_SUITE_END() |
| 168 | TEST_SUITE_END() |
| 169 | |
Michalis Spyrou | 55b3d12 | 2018-05-09 09:59:23 +0100 | [diff] [blame] | 170 | TEST_SUITE_END() |
| 171 | TEST_SUITE_END() |
| 172 | } // namespace validation |
| 173 | } // namespace test |
| 174 | } // namespace arm_compute |