morgolock | 37722d9 | 2020-04-09 14:17:48 +0100 | [diff] [blame] | 1 | /* |
Dana Zlotnik | 149203b | 2022-01-26 12:38:03 +0200 | [diff] [blame] | 2 | * Copyright (c) 2020-2022 Arm Limited. |
morgolock | 37722d9 | 2020-04-09 14:17:48 +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/NEMaxUnpoolingLayer.h" |
| 26 | #include "arm_compute/runtime/NEON/functions/NEPoolingLayer.h" |
| 27 | #include "arm_compute/runtime/Tensor.h" |
| 28 | #include "arm_compute/runtime/TensorAllocator.h" |
Dana Zlotnik | 149203b | 2022-01-26 12:38:03 +0200 | [diff] [blame] | 29 | #include "src/cpu/kernels/CpuMaxUnpoolingLayerKernel.h" |
morgolock | 37722d9 | 2020-04-09 14:17:48 +0100 | [diff] [blame] | 30 | #include "tests/NEON/Accessor.h" |
| 31 | #include "tests/datasets/ShapeDatasets.h" |
| 32 | #include "tests/framework/Asserts.h" |
| 33 | #include "tests/framework/Macros.h" |
| 34 | #include "tests/framework/datasets/Datasets.h" |
| 35 | #include "tests/validation/Validation.h" |
| 36 | #include "tests/validation/fixtures/MaxUnpoolingLayerFixture.h" |
morgolock | 37722d9 | 2020-04-09 14:17:48 +0100 | [diff] [blame] | 37 | namespace arm_compute |
| 38 | { |
| 39 | namespace test |
| 40 | { |
| 41 | namespace validation |
| 42 | { |
| 43 | TEST_SUITE(NEON) |
| 44 | TEST_SUITE(PoolingLayer) |
| 45 | |
| 46 | template <typename T> |
| 47 | using NEMaxUnpoolingLayerFixture = MaxUnpoolingLayerValidationFixture<Tensor, Accessor, NEPoolingLayer, NEMaxUnpoolingLayer, T>; |
| 48 | |
| 49 | const auto PoolingLayerIndicesDatasetFPSmall = combine(combine(framework::dataset::make("PoolType", { PoolingType::MAX }), framework::dataset::make("PoolingSize", { Size2D(2, 2) })), |
| 50 | framework::dataset::make("PadStride", { PadStrideInfo(2, 2, 0, 0), PadStrideInfo(2, 1, 0, 0) })); |
| 51 | |
| 52 | TEST_SUITE(Float) |
| 53 | TEST_SUITE(FP32) |
Gian Marco Iodice | 9dc558f | 2020-11-10 14:29:13 +0000 | [diff] [blame] | 54 | FIXTURE_DATA_TEST_CASE(MaxUnpooling, NEMaxUnpoolingLayerFixture<float>, framework::DatasetMode::PRECOMMIT, combine(combine(datasets::SmallNoneUnitShapes(), combine(PoolingLayerIndicesDatasetFPSmall, |
morgolock | 37722d9 | 2020-04-09 14:17:48 +0100 | [diff] [blame] | 55 | framework::dataset::make("DataType", DataType::F32))), |
| 56 | framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC }) |
| 57 | |
| 58 | )) |
| 59 | { |
| 60 | // Validate output |
| 61 | validate(Accessor(_target), _reference); |
| 62 | } |
| 63 | TEST_SUITE_END() // FP32 |
| 64 | #ifdef __ARM_FEATURE_FP16_VECTOR_ARITHMETIC |
| 65 | TEST_SUITE(FP16) |
Gian Marco Iodice | 9dc558f | 2020-11-10 14:29:13 +0000 | [diff] [blame] | 66 | FIXTURE_DATA_TEST_CASE(MaxUnpooling, NEMaxUnpoolingLayerFixture<half>, framework::DatasetMode::PRECOMMIT, combine(combine(datasets::SmallNoneUnitShapes(), combine(PoolingLayerIndicesDatasetFPSmall, |
Sheri Zhang | e068199 | 2020-07-14 15:29:28 +0100 | [diff] [blame] | 67 | framework::dataset::make("DataType", DataType::F16))), |
| 68 | framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC }) |
morgolock | 37722d9 | 2020-04-09 14:17:48 +0100 | [diff] [blame] | 69 | |
Sheri Zhang | e068199 | 2020-07-14 15:29:28 +0100 | [diff] [blame] | 70 | )) |
morgolock | 37722d9 | 2020-04-09 14:17:48 +0100 | [diff] [blame] | 71 | { |
| 72 | // Validate output |
| 73 | validate(Accessor(_target), _reference); |
| 74 | } |
| 75 | TEST_SUITE_END() // FP16 |
| 76 | #endif /* __ARM_FEATURE_FP16_VECTOR_ARITHMETIC */ |
Dana Zlotnik | 149203b | 2022-01-26 12:38:03 +0200 | [diff] [blame] | 77 | |
morgolock | 37722d9 | 2020-04-09 14:17:48 +0100 | [diff] [blame] | 78 | TEST_SUITE_END() // Float |
Dana Zlotnik | 149203b | 2022-01-26 12:38:03 +0200 | [diff] [blame] | 79 | |
| 80 | TEST_SUITE(KernelSelection) |
| 81 | |
| 82 | DATA_TEST_CASE(KernelSelection, framework::DatasetMode::ALL, |
| 83 | combine(framework::dataset::make("CpuExt", std::string("NEON")), |
| 84 | framework::dataset::make("DataType", { DataType::F32, |
| 85 | DataType::F16, |
| 86 | DataType::QASYMM8, |
| 87 | DataType::QASYMM8_SIGNED |
| 88 | })), |
| 89 | cpu_ext, data_type) |
| 90 | { |
| 91 | using namespace cpu::kernels; |
| 92 | |
| 93 | cpuinfo::CpuIsaInfo cpu_isa{}; |
| 94 | cpu_isa.neon = (cpu_ext == "NEON"); |
| 95 | cpu_isa.sve = (cpu_ext == "SVE"); |
| 96 | cpu_isa.fp16 = (data_type == DataType::F16); |
| 97 | |
| 98 | const auto *selected_impl = CpuMaxUnpoolingLayerKernel::get_implementation(DataTypeISASelectorData{ data_type, cpu_isa }, cpu::KernelSelectionType::Preferred); |
| 99 | |
| 100 | ARM_COMPUTE_ERROR_ON_NULLPTR(selected_impl); |
| 101 | |
| 102 | std::string expected = lower_string(cpu_ext) + "_" + cpu_impl_dt(data_type) + "_maxunpooling"; |
| 103 | std::string actual = selected_impl->name; |
| 104 | |
| 105 | ARM_COMPUTE_EXPECT_EQUAL(expected, actual, framework::LogLevel::ERRORS); |
| 106 | } |
| 107 | TEST_SUITE_END() // KernelSelection |
morgolock | 37722d9 | 2020-04-09 14:17:48 +0100 | [diff] [blame] | 108 | TEST_SUITE_END() // PoolingLayer |
Sheri Zhang | ac6499a | 2021-02-10 15:32:38 +0000 | [diff] [blame] | 109 | TEST_SUITE_END() // Neon |
morgolock | 37722d9 | 2020-04-09 14:17:48 +0100 | [diff] [blame] | 110 | } // namespace validation |
| 111 | } // namespace test |
| 112 | } // namespace arm_compute |