Georgios Pinitas | 6d9d6f4 | 2018-12-24 16:10:47 +0000 | [diff] [blame] | 1 | /* |
| 2 | * Copyright (c) 2018-2019 ARM Limited. |
| 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/NESplit.h" |
| 26 | #include "arm_compute/runtime/Tensor.h" |
| 27 | #include "arm_compute/runtime/TensorAllocator.h" |
| 28 | |
| 29 | #include "tests/NEON/Accessor.h" |
| 30 | #include "tests/datasets/SplitDataset.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/SplitFixture.h" |
| 36 | |
| 37 | namespace arm_compute |
| 38 | { |
| 39 | namespace test |
| 40 | { |
| 41 | namespace validation |
| 42 | { |
| 43 | TEST_SUITE(NEON) |
| 44 | TEST_SUITE(Split) |
| 45 | |
| 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(27U, 3U, 16U, 2U), 1, DataType::F32), // Invalid axis |
| 50 | TensorInfo(TensorShape(27U, 3U, 16U, 2U), 1, DataType::F32), // Invalid number of splits |
| 51 | TensorInfo(TensorShape(27U, 3U, 16U, 2U), 1, DataType::F32) |
| 52 | }), |
| 53 | framework::dataset::make("Axis", { 4, 2, 2 })), |
| 54 | framework::dataset::make("Splits", { 4, 5, 4 })), |
| 55 | framework::dataset::make("Expected", { false, false, true })), |
| 56 | input_info, axis, splits, expected) |
| 57 | { |
| 58 | std::vector<TensorInfo> outputs_info(splits); |
| 59 | std::vector<ITensorInfo*> outputs_info_ptr; |
| 60 | for(auto &output_info : outputs_info) |
| 61 | { |
| 62 | outputs_info_ptr.emplace_back(&output_info); |
| 63 | } |
| 64 | const Status status = NESplit::validate(&input_info.clone()->set_is_resizable(false), outputs_info_ptr, axis); |
| 65 | ARM_COMPUTE_EXPECT(bool(status) == expected, framework::LogLevel::ERRORS); |
| 66 | } |
| 67 | // clang-format on |
| 68 | // *INDENT-ON* |
| 69 | |
| 70 | DATA_TEST_CASE(Configuration, |
| 71 | framework::DatasetMode::ALL, |
| 72 | combine(datasets::SmallSplitDataset(), framework::dataset::make("DataType", { DataType::QASYMM8, DataType::F32 })), |
| 73 | shape, axis, splits, data_type) |
| 74 | { |
| 75 | // Create tensors |
| 76 | Tensor src = create_tensor<Tensor>(shape, data_type); |
| 77 | std::vector<Tensor> dsts(splits); |
| 78 | std::vector<ITensor *> dsts_ptrs; |
| 79 | for(auto &dst : dsts) |
| 80 | { |
| 81 | dsts_ptrs.emplace_back(&dst); |
| 82 | } |
| 83 | |
| 84 | // Create and Configure function |
| 85 | NESplit split; |
| 86 | split.configure(&src, dsts_ptrs, axis); |
| 87 | |
| 88 | // Validate valid regions |
| 89 | for(auto &dst : dsts) |
| 90 | { |
| 91 | const ValidRegion valid_region = shape_to_valid_region(dst.info()->tensor_shape()); |
| 92 | validate(dst.info()->valid_region(), valid_region); |
| 93 | } |
| 94 | } |
| 95 | |
| 96 | template <typename T> |
| 97 | using NESplitFixture = SplitFixture<Tensor, ITensor, Accessor, NESplit, T>; |
| 98 | |
| 99 | TEST_SUITE(Float) |
| 100 | #ifdef __ARM_FEATURE_FP16_VECTOR_ARITHMETIC |
| 101 | TEST_SUITE(FP16) |
| 102 | FIXTURE_DATA_TEST_CASE(RunSmall, |
| 103 | NESplitFixture<half>, |
| 104 | framework::DatasetMode::PRECOMMIT, |
| 105 | combine(datasets::SmallSplitDataset(), framework::dataset::make("DataType", DataType::F16))) |
| 106 | { |
| 107 | // Validate outputs |
| 108 | for(unsigned int i = 0; i < _target.size(); ++i) |
| 109 | { |
| 110 | validate(Accessor(_target[i]), _reference[i]); |
| 111 | } |
| 112 | } |
| 113 | |
| 114 | FIXTURE_DATA_TEST_CASE(RunLarge, |
| 115 | NESplitFixture<half>, |
| 116 | framework::DatasetMode::NIGHTLY, |
| 117 | combine(datasets::LargeSplitDataset(), framework::dataset::make("DataType", DataType::F16))) |
| 118 | { |
| 119 | // Validate outputs |
| 120 | for(unsigned int i = 0; i < _target.size(); ++i) |
| 121 | { |
| 122 | validate(Accessor(_target[i]), _reference[i]); |
| 123 | } |
| 124 | } |
| 125 | TEST_SUITE_END() // FP16 |
| 126 | #endif /* __ARM_FEATURE_FP16_VECTOR_ARITHMETIC */ |
| 127 | |
| 128 | TEST_SUITE(FP32) |
| 129 | FIXTURE_DATA_TEST_CASE(RunSmall, |
| 130 | NESplitFixture<float>, |
| 131 | framework::DatasetMode::PRECOMMIT, |
| 132 | combine(datasets::SmallSplitDataset(), framework::dataset::make("DataType", DataType::F32))) |
| 133 | { |
| 134 | // Validate outputs |
| 135 | for(unsigned int i = 0; i < _target.size(); ++i) |
| 136 | { |
| 137 | validate(Accessor(_target[i]), _reference[i]); |
| 138 | } |
| 139 | } |
| 140 | |
| 141 | FIXTURE_DATA_TEST_CASE(RunLarge, |
| 142 | NESplitFixture<float>, |
| 143 | framework::DatasetMode::NIGHTLY, |
| 144 | combine(datasets::LargeSplitDataset(), framework::dataset::make("DataType", DataType::F32))) |
| 145 | { |
| 146 | // Validate outputs |
| 147 | for(unsigned int i = 0; i < _target.size(); ++i) |
| 148 | { |
| 149 | validate(Accessor(_target[i]), _reference[i]); |
| 150 | } |
| 151 | } |
| 152 | TEST_SUITE_END() // FP32 |
| 153 | TEST_SUITE_END() // Float |
| 154 | |
| 155 | TEST_SUITE_END() // Split |
| 156 | TEST_SUITE_END() // NEON |
| 157 | } // namespace validation |
| 158 | } // namespace test |
| 159 | } // namespace arm_compute |