Moritz Pflanzer | 3ce3ff4 | 2017-07-21 17:41:02 +0100 | [diff] [blame] | 1 | /* |
Michalis Spyrou | 8c57169 | 2019-04-05 11:29:52 +0100 | [diff] [blame] | 2 | * Copyright (c) 2017-2019 ARM Limited. |
Moritz Pflanzer | 3ce3ff4 | 2017-07-21 17:41:02 +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" |
Michalis Spyrou | 8c57169 | 2019-04-05 11:29:52 +0100 | [diff] [blame] | 27 | #include "arm_compute/runtime/CL/functions/CLConcatenateLayer.h" |
Moritz Pflanzer | 3ce3ff4 | 2017-07-21 17:41:02 +0100 | [diff] [blame] | 28 | #include "tests/CL/CLAccessor.h" |
Moritz Pflanzer | a09de0c | 2017-09-01 20:41:12 +0100 | [diff] [blame] | 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" |
Michalis Spyrou | 8c57169 | 2019-04-05 11:29:52 +0100 | [diff] [blame] | 34 | #include "tests/validation/fixtures/ConcatenateLayerFixture.h" |
Moritz Pflanzer | 3ce3ff4 | 2017-07-21 17:41:02 +0100 | [diff] [blame] | 35 | |
| 36 | namespace arm_compute |
| 37 | { |
| 38 | namespace test |
| 39 | { |
| 40 | namespace validation |
| 41 | { |
| 42 | TEST_SUITE(CL) |
| 43 | TEST_SUITE(DepthConcatenateLayer) |
| 44 | |
Georgios Pinitas | e29acf1 | 2018-07-16 14:40:09 +0100 | [diff] [blame] | 45 | // *INDENT-OFF* |
| 46 | // clang-format off |
| 47 | DATA_TEST_CASE(Validate, framework::DatasetMode::ALL, zip(zip(zip( |
| 48 | framework::dataset::make("InputInfo1", { TensorInfo(TensorShape(23U, 27U, 5U), 1, DataType::F32), // Mismatching data type input/output |
| 49 | TensorInfo(TensorShape(24U, 27U, 4U), 1, DataType::F32), // Mismatching x dimension |
| 50 | TensorInfo(TensorShape(23U, 27U, 3U), 1, DataType::F32), // Mismatching total depth |
| 51 | TensorInfo(TensorShape(16U, 27U, 6U), 1, DataType::F32) |
| 52 | }), |
| 53 | framework::dataset::make("InputInfo2", { TensorInfo(TensorShape(23U, 27U, 4U), 1, DataType::F32), |
| 54 | TensorInfo(TensorShape(23U, 27U, 5U), 1, DataType::F32), |
| 55 | TensorInfo(TensorShape(23U, 27U, 4U), 1, DataType::F32), |
| 56 | TensorInfo(TensorShape(16U, 27U, 6U), 1, DataType::F32) |
| 57 | })), |
| 58 | framework::dataset::make("OutputInfo", { TensorInfo(TensorShape(23U, 27U, 9U), 1, DataType::F16), |
| 59 | TensorInfo(TensorShape(25U, 12U, 9U), 1, DataType::F32), |
| 60 | TensorInfo(TensorShape(23U, 27U, 8U), 1, DataType::F32), |
| 61 | TensorInfo(TensorShape(16U, 27U, 12U), 1, DataType::F32) |
| 62 | })), |
| 63 | framework::dataset::make("Expected", { false, false, false, true })), |
| 64 | input_info1, input_info2, output_info,expected) |
| 65 | { |
| 66 | std::vector<TensorInfo> inputs_vector_info; |
| 67 | inputs_vector_info.emplace_back(std::move(input_info1)); |
| 68 | inputs_vector_info.emplace_back(std::move(input_info2)); |
| 69 | |
| 70 | std::vector<ITensorInfo *> inputs_vector_info_raw; |
Michalis Spyrou | bcfd09a | 2019-05-01 13:03:59 +0100 | [diff] [blame] | 71 | inputs_vector_info_raw.reserve(inputs_vector_info.size()); |
Georgios Pinitas | e29acf1 | 2018-07-16 14:40:09 +0100 | [diff] [blame] | 72 | for(auto &input : inputs_vector_info) |
| 73 | { |
| 74 | inputs_vector_info_raw.emplace_back(&input); |
| 75 | } |
| 76 | |
Georgios Pinitas | 9e4824c | 2019-04-12 13:15:58 +0100 | [diff] [blame] | 77 | bool is_valid = bool(CLConcatenateLayer::validate(inputs_vector_info_raw, &output_info.clone()->set_is_resizable(false), 2)); |
Georgios Pinitas | e29acf1 | 2018-07-16 14:40:09 +0100 | [diff] [blame] | 78 | ARM_COMPUTE_EXPECT(is_valid == expected, framework::LogLevel::ERRORS); |
| 79 | } |
| 80 | // clang-format on |
| 81 | // *INDENT-ON* |
| 82 | |
Georgios Pinitas | 88627fb | 2018-02-26 20:33:40 +0000 | [diff] [blame] | 83 | TEST_CASE(Configuration, framework::DatasetMode::ALL) |
| 84 | { |
| 85 | // Create tensors |
Michalis Spyrou | 8c57169 | 2019-04-05 11:29:52 +0100 | [diff] [blame] | 86 | CLTensor src1 = create_tensor<CLTensor>(TensorShape(128U, 32U, 32U), DataType::F32, 1); |
Michalis Spyrou | a9c4472 | 2019-04-05 17:18:36 +0100 | [diff] [blame] | 87 | CLTensor src2 = create_tensor<CLTensor>(TensorShape(128U, 32U, 32U), DataType::F32, 1); |
| 88 | CLTensor src3 = create_tensor<CLTensor>(TensorShape(128U, 32U, 32U), DataType::F32, 1); |
Georgios Pinitas | 88627fb | 2018-02-26 20:33:40 +0000 | [diff] [blame] | 89 | CLTensor dst; |
| 90 | |
| 91 | ARM_COMPUTE_EXPECT(src1.info()->is_resizable(), framework::LogLevel::ERRORS); |
| 92 | ARM_COMPUTE_EXPECT(src2.info()->is_resizable(), framework::LogLevel::ERRORS); |
Michalis Spyrou | 8c57169 | 2019-04-05 11:29:52 +0100 | [diff] [blame] | 93 | ARM_COMPUTE_EXPECT(src3.info()->is_resizable(), framework::LogLevel::ERRORS); |
Georgios Pinitas | 88627fb | 2018-02-26 20:33:40 +0000 | [diff] [blame] | 94 | ARM_COMPUTE_EXPECT(dst.info()->is_resizable(), framework::LogLevel::ERRORS); |
| 95 | |
| 96 | // Create and configure function |
Manuel Bottini | 10c53f1 | 2019-07-17 16:11:53 +0100 | [diff] [blame] | 97 | CLConcatenateLayer concat_layer; |
| 98 | std::vector<ICLTensor *> inputs; |
| 99 | inputs.emplace_back(&src1); |
| 100 | inputs.emplace_back(&src2); |
| 101 | inputs.emplace_back(&src3); |
| 102 | concat_layer.configure(inputs, &dst, 2); |
Georgios Pinitas | 88627fb | 2018-02-26 20:33:40 +0000 | [diff] [blame] | 103 | } |
Moritz Pflanzer | 3ce3ff4 | 2017-07-21 17:41:02 +0100 | [diff] [blame] | 104 | template <typename T> |
Michalis Spyrou | 8c57169 | 2019-04-05 11:29:52 +0100 | [diff] [blame] | 105 | using CLDepthConcatenateLayerFixture = ConcatenateLayerValidationFixture<CLTensor, ICLTensor, CLAccessor, CLConcatenateLayer, T>; |
Moritz Pflanzer | 3ce3ff4 | 2017-07-21 17:41:02 +0100 | [diff] [blame] | 106 | |
| 107 | TEST_SUITE(Float) |
| 108 | TEST_SUITE(FP16) |
Michalis Spyrou | 8c57169 | 2019-04-05 11:29:52 +0100 | [diff] [blame] | 109 | FIXTURE_DATA_TEST_CASE(RunSmall, CLDepthConcatenateLayerFixture<half>, framework::DatasetMode::PRECOMMIT, combine(combine(concat(datasets::Small3DShapes(), datasets::Tiny4DShapes()), |
| 110 | framework::dataset::make("DataType", |
| 111 | DataType::F16)), |
| 112 | framework::dataset::make("Axis", 2))) |
Moritz Pflanzer | 3ce3ff4 | 2017-07-21 17:41:02 +0100 | [diff] [blame] | 113 | { |
| 114 | // Validate output |
| 115 | validate(CLAccessor(_target), _reference); |
| 116 | } |
Michalis Spyrou | 8c57169 | 2019-04-05 11:29:52 +0100 | [diff] [blame] | 117 | FIXTURE_DATA_TEST_CASE(RunLarge, CLDepthConcatenateLayerFixture<half>, framework::DatasetMode::NIGHTLY, combine(combine(concat(datasets::Large3DShapes(), datasets::Small4DShapes()), |
| 118 | framework::dataset::make("DataType", |
| 119 | DataType::F16)), |
| 120 | framework::dataset::make("Axis", 2))) |
Moritz Pflanzer | 3ce3ff4 | 2017-07-21 17:41:02 +0100 | [diff] [blame] | 121 | { |
| 122 | // Validate output |
| 123 | validate(CLAccessor(_target), _reference); |
| 124 | } |
| 125 | TEST_SUITE_END() |
| 126 | |
| 127 | TEST_SUITE(FP32) |
Michalis Spyrou | 8c57169 | 2019-04-05 11:29:52 +0100 | [diff] [blame] | 128 | FIXTURE_DATA_TEST_CASE(RunSmall, CLDepthConcatenateLayerFixture<float>, framework::DatasetMode::PRECOMMIT, combine(combine(concat(datasets::Small3DShapes(), datasets::Tiny4DShapes()), |
| 129 | framework::dataset::make("DataType", |
| 130 | DataType::F32)), |
| 131 | framework::dataset::make("Axis", 2))) |
Moritz Pflanzer | 3ce3ff4 | 2017-07-21 17:41:02 +0100 | [diff] [blame] | 132 | { |
| 133 | // Validate output |
| 134 | validate(CLAccessor(_target), _reference); |
| 135 | } |
Michalis Spyrou | 8c57169 | 2019-04-05 11:29:52 +0100 | [diff] [blame] | 136 | FIXTURE_DATA_TEST_CASE(RunLarge, CLDepthConcatenateLayerFixture<float>, framework::DatasetMode::NIGHTLY, combine(combine(datasets::ConcatenateLayerShapes(), framework::dataset::make("DataType", |
| 137 | DataType::F32)), |
| 138 | framework::dataset::make("Axis", 2))) |
Moritz Pflanzer | 3ce3ff4 | 2017-07-21 17:41:02 +0100 | [diff] [blame] | 139 | { |
| 140 | // Validate output |
| 141 | validate(CLAccessor(_target), _reference); |
| 142 | } |
| 143 | TEST_SUITE_END() |
| 144 | TEST_SUITE_END() |
| 145 | |
Pablo Tello | eb6c88a | 2019-02-07 15:53:19 +0000 | [diff] [blame] | 146 | TEST_SUITE(Quantized) |
| 147 | TEST_SUITE(QASYMM8) |
Michalis Spyrou | 8c57169 | 2019-04-05 11:29:52 +0100 | [diff] [blame] | 148 | FIXTURE_DATA_TEST_CASE(RunSmall, CLDepthConcatenateLayerFixture<uint8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(concat(datasets::Small3DShapes(), datasets::Tiny4DShapes()), |
| 149 | framework::dataset::make("DataType", |
| 150 | DataType::QASYMM8)), |
| 151 | framework::dataset::make("Axis", 2))) |
Pablo Tello | eb6c88a | 2019-02-07 15:53:19 +0000 | [diff] [blame] | 152 | { |
| 153 | // Validate output |
| 154 | validate(CLAccessor(_target), _reference); |
| 155 | } |
Michalis Spyrou | 8c57169 | 2019-04-05 11:29:52 +0100 | [diff] [blame] | 156 | FIXTURE_DATA_TEST_CASE(RunLarge, CLDepthConcatenateLayerFixture<uint8_t>, framework::DatasetMode::NIGHTLY, combine(combine(datasets::ConcatenateLayerShapes(), framework::dataset::make("DataType", |
| 157 | DataType::QASYMM8)), |
| 158 | framework::dataset::make("Axis", 2))) |
Pablo Tello | eb6c88a | 2019-02-07 15:53:19 +0000 | [diff] [blame] | 159 | { |
| 160 | // Validate output |
| 161 | validate(CLAccessor(_target), _reference); |
| 162 | } |
| 163 | TEST_SUITE_END() |
| 164 | TEST_SUITE_END() |
| 165 | |
Moritz Pflanzer | 3ce3ff4 | 2017-07-21 17:41:02 +0100 | [diff] [blame] | 166 | TEST_SUITE_END() |
| 167 | TEST_SUITE_END() |
| 168 | } // namespace validation |
| 169 | } // namespace test |
| 170 | } // namespace arm_compute |