Michalis Spyrou | ceb889e | 2018-09-17 18:24:41 +0100 | [diff] [blame] | 1 | /* |
Manuel Bottini | 8481d83 | 2019-12-10 15:28:40 +0000 | [diff] [blame] | 2 | * Copyright (c) 2018-2020 ARM Limited. |
Michalis Spyrou | ceb889e | 2018-09-17 18:24:41 +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/CLUpsampleLayer.h" |
| 28 | #include "tests/CL/CLAccessor.h" |
| 29 | #include "tests/PaddingCalculator.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/UpsampleLayerFixture.h" |
| 36 | |
| 37 | namespace arm_compute |
| 38 | { |
| 39 | namespace test |
| 40 | { |
| 41 | namespace validation |
| 42 | { |
| 43 | namespace |
| 44 | { |
| 45 | constexpr AbsoluteTolerance<float> tolerance(0.001f); |
| 46 | } // namespace |
| 47 | |
| 48 | TEST_SUITE(CL) |
| 49 | TEST_SUITE(UpsampleLayer) |
| 50 | |
Michalis Spyrou | ceb889e | 2018-09-17 18:24:41 +0100 | [diff] [blame] | 51 | // *INDENT-OFF* |
| 52 | // clang-format off |
| 53 | DATA_TEST_CASE(Validate, framework::DatasetMode::ALL, zip(zip(zip(zip( |
| 54 | framework::dataset::make("InputInfo", { TensorInfo(TensorShape(10U, 10U, 2U), 1, DataType::F32), // Mismatching data type |
| 55 | TensorInfo(TensorShape(10U, 10U, 2U), 1, DataType::F32), // Invalid output shape |
| 56 | TensorInfo(TensorShape(10U, 10U, 2U), 1, DataType::F32), // Invalid stride |
| 57 | TensorInfo(TensorShape(10U, 10U, 2U), 1, DataType::F32), // Invalid policy |
| 58 | TensorInfo(TensorShape(10U, 10U, 2U), 1, DataType::F32), |
| 59 | }), |
| 60 | framework::dataset::make("OutputInfo",{ TensorInfo(TensorShape(20U, 20U, 2U), 1, DataType::F16), |
| 61 | TensorInfo(TensorShape(20U, 10U, 2U), 1, DataType::F32), |
| 62 | TensorInfo(TensorShape(20U, 20U, 2U), 1, DataType::F32), |
| 63 | TensorInfo(TensorShape(20U, 20U, 2U), 1, DataType::F32), |
| 64 | TensorInfo(TensorShape(20U, 20U, 2U), 1, DataType::F32), |
| 65 | })), |
| 66 | framework::dataset::make("PadInfo", { Size2D(2, 2), |
| 67 | Size2D(2, 2), |
| 68 | Size2D(1, 1), |
| 69 | Size2D(2, 2), |
| 70 | Size2D(2, 2), |
| 71 | })), |
| 72 | framework::dataset::make("UpsamplingPolicy", { InterpolationPolicy::NEAREST_NEIGHBOR, |
| 73 | InterpolationPolicy::NEAREST_NEIGHBOR, |
| 74 | InterpolationPolicy::NEAREST_NEIGHBOR, |
| 75 | InterpolationPolicy::BILINEAR, |
| 76 | InterpolationPolicy::NEAREST_NEIGHBOR, |
| 77 | })), |
| 78 | framework::dataset::make("Expected", { false, false, false, false, true })), |
| 79 | input_info, output_info, pad_info, upsampling_policy, expected) |
| 80 | { |
| 81 | bool is_valid = bool(CLUpsampleLayer::validate(&input_info.clone()->set_is_resizable(false), &output_info.clone()->set_is_resizable(false), pad_info, upsampling_policy)); |
| 82 | ARM_COMPUTE_EXPECT(is_valid == expected, framework::LogLevel::ERRORS); |
| 83 | } |
| 84 | // clang-format on |
| 85 | // *INDENT-ON* |
| 86 | |
Manuel Bottini | 8481d83 | 2019-12-10 15:28:40 +0000 | [diff] [blame] | 87 | TEST_SUITE(Float) |
Michalis Spyrou | ceb889e | 2018-09-17 18:24:41 +0100 | [diff] [blame] | 88 | template <typename T> |
| 89 | using CLUpsampleLayerFixture = UpsampleLayerFixture<CLTensor, CLAccessor, CLUpsampleLayer, T>; |
Michalis Spyrou | ceb889e | 2018-09-17 18:24:41 +0100 | [diff] [blame] | 90 | TEST_SUITE(FP32) |
| 91 | FIXTURE_DATA_TEST_CASE(RunSmall, CLUpsampleLayerFixture<float>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(datasets::SmallShapes(), |
| 92 | framework::dataset::make("DataType", DataType::F32)), |
| 93 | framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC })), |
| 94 | framework::dataset::make("PadInfo", { Size2D(2, 2) })), |
| 95 | framework::dataset::make("UpsamplingPolicy", { InterpolationPolicy::NEAREST_NEIGHBOR }))) |
| 96 | { |
| 97 | // Validate output |
| 98 | validate(CLAccessor(_target), _reference, tolerance); |
| 99 | } |
| 100 | TEST_SUITE_END() // FP32 |
| 101 | |
| 102 | TEST_SUITE(FP16) |
| 103 | |
| 104 | FIXTURE_DATA_TEST_CASE(RunSmall, CLUpsampleLayerFixture<half>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(datasets::SmallShapes(), |
| 105 | framework::dataset::make("DataType", |
| 106 | DataType::F16)), |
| 107 | framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC })), |
| 108 | framework::dataset::make("PadInfo", { Size2D(2, 2) })), |
| 109 | framework::dataset::make("UpsamplingPolicy", { InterpolationPolicy::NEAREST_NEIGHBOR }))) |
| 110 | { |
| 111 | // Validate output |
| 112 | validate(CLAccessor(_target), _reference, tolerance); |
| 113 | } |
| 114 | |
| 115 | TEST_SUITE_END() // FP16 |
| 116 | TEST_SUITE_END() // Float |
| 117 | |
Manuel Bottini | 8481d83 | 2019-12-10 15:28:40 +0000 | [diff] [blame] | 118 | TEST_SUITE(Quantized) |
| 119 | template <typename T> |
| 120 | using CLUpsampleLayerQuantizedFixture = UpsampleLayerQuantizedFixture<CLTensor, CLAccessor, CLUpsampleLayer, T>; |
| 121 | TEST_SUITE(QASYMM8) |
| 122 | FIXTURE_DATA_TEST_CASE(RunSmall, CLUpsampleLayerQuantizedFixture<uint8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(combine(datasets::SmallShapes(), |
| 123 | framework::dataset::make("DataType", DataType::QASYMM8)), |
| 124 | framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC })), |
| 125 | framework::dataset::make("PadInfo", { Size2D(2, 2) })), |
| 126 | framework::dataset::make("UpsamplingPolicy", { InterpolationPolicy::NEAREST_NEIGHBOR })), |
| 127 | framework::dataset::make("QuantizationInfo", { QuantizationInfo(1.f / 255.f, 10) }))) |
| 128 | { |
| 129 | // Validate output |
| 130 | validate(CLAccessor(_target), _reference, tolerance); |
| 131 | } |
| 132 | TEST_SUITE_END() // QASYMM8 |
| 133 | TEST_SUITE(QASYMM8_SIGNED) |
| 134 | FIXTURE_DATA_TEST_CASE(RunSmall, CLUpsampleLayerQuantizedFixture<int8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(combine(datasets::SmallShapes(), |
| 135 | framework::dataset::make("DataType", DataType::QASYMM8_SIGNED)), |
| 136 | framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC })), |
| 137 | framework::dataset::make("PadInfo", { Size2D(2, 2) })), |
| 138 | framework::dataset::make("UpsamplingPolicy", { InterpolationPolicy::NEAREST_NEIGHBOR })), |
| 139 | framework::dataset::make("QuantizationInfo", { QuantizationInfo(1.f / 255.f, 10) }))) |
| 140 | { |
| 141 | // Validate output |
| 142 | validate(CLAccessor(_target), _reference, tolerance); |
| 143 | } |
| 144 | TEST_SUITE_END() // QASYMM8_SIGNED |
| 145 | TEST_SUITE_END() // Quantized |
| 146 | |
Michalis Spyrou | ceb889e | 2018-09-17 18:24:41 +0100 | [diff] [blame] | 147 | TEST_SUITE_END() // UpsampleLayer |
| 148 | TEST_SUITE_END() // CL |
| 149 | } // namespace validation |
| 150 | } // namespace test |
| 151 | } // namespace arm_compute |