Michalis Spyrou | 16934a5 | 2018-08-21 18:03:58 +0100 | [diff] [blame] | 1 | /* |
Sang-Hoon Park | bef7fa2 | 2020-10-21 15:58:54 +0100 | [diff] [blame] | 2 | * Copyright (c) 2018-2020 Arm Limited. |
Michalis Spyrou | 16934a5 | 2018-08-21 18:03:58 +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/CLSpaceToBatchLayer.h" |
| 28 | #include "tests/CL/CLAccessor.h" |
| 29 | #include "tests/PaddingCalculator.h" |
| 30 | #include "tests/datasets/ShapeDatasets.h" |
| 31 | #include "tests/datasets/SpaceToBatchDataset.h" |
| 32 | #include "tests/framework/Asserts.h" |
| 33 | #include "tests/framework/Macros.h" |
| 34 | #include "tests/framework/datasets/Datasets.h" |
| 35 | #include "tests/validation/Helpers.h" |
| 36 | #include "tests/validation/Validation.h" |
| 37 | #include "tests/validation/fixtures/SpaceToBatchFixture.h" |
| 38 | |
| 39 | namespace arm_compute |
| 40 | { |
| 41 | namespace test |
| 42 | { |
| 43 | namespace validation |
| 44 | { |
| 45 | TEST_SUITE(CL) |
| 46 | TEST_SUITE(SpaceToBatchLayer) |
| 47 | |
| 48 | template <typename T> |
| 49 | using CLSpaceToBatchLayerFixture = SpaceToBatchLayerValidationFixture<CLTensor, CLAccessor, CLSpaceToBatchLayer, T>; |
| 50 | |
Michalis Spyrou | 16934a5 | 2018-08-21 18:03:58 +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(32U, 13U, 2U, 2U), 1, DataType::F32), |
| 55 | TensorInfo(TensorShape(32U, 13U, 2U, 2U), 1, DataType::F32), // Mismatching data types |
| 56 | TensorInfo(TensorShape(32U, 13U, 2U, 2U), 1, DataType::F32), // Wrong data type block shape |
| 57 | TensorInfo(TensorShape(32U, 13U, 2U, 2U, 4U), 1, DataType::F32), // Wrong tensor shape |
| 58 | }), |
Isabella Gottardi | cc6129c | 2018-12-14 11:40:40 +0000 | [diff] [blame] | 59 | framework::dataset::make("BlockShapeInfo",{ TensorInfo(TensorShape(2U), 1, DataType::S32), |
| 60 | TensorInfo(TensorShape(2U), 1, DataType::S32), |
| 61 | TensorInfo(TensorShape(2U), 1, DataType::F16), |
| 62 | TensorInfo(TensorShape(2U), 1, DataType::S32), |
Michalis Spyrou | 16934a5 | 2018-08-21 18:03:58 +0100 | [diff] [blame] | 63 | })), |
| 64 | framework::dataset::make("PaddingsShapeInfo",{ TensorInfo(TensorShape(2U, 2U), 1, DataType::S32), |
| 65 | TensorInfo(TensorShape(2U, 2U), 1, DataType::S32), |
| 66 | TensorInfo(TensorShape(2U, 2U), 1, DataType::F16), |
| 67 | TensorInfo(TensorShape(2U, 2U), 1, DataType::S32), |
| 68 | })), |
| 69 | framework::dataset::make("OutputInfo",{ TensorInfo(TensorShape(32U, 13U, 2U, 2U), 1, DataType::F32), |
| 70 | TensorInfo(TensorShape(32U, 13U, 2U, 2U), 1, DataType::F16), |
| 71 | TensorInfo(TensorShape(32U, 13U, 2U, 2U), 1, DataType::F32), |
| 72 | TensorInfo(TensorShape(32U, 13U, 2U, 2U), 1, DataType::F32), |
| 73 | })), |
| 74 | framework::dataset::make("Expected", { true, false, false, false})), |
| 75 | input_info, block_shape_info, paddings_info, output_info, expected) |
| 76 | { |
| 77 | bool has_error = bool(CLSpaceToBatchLayer::validate(&input_info.clone()->set_is_resizable(false), &block_shape_info.clone()->set_is_resizable(false), &paddings_info.clone()->set_is_resizable(false), &output_info.clone()->set_is_resizable(false))); |
| 78 | ARM_COMPUTE_EXPECT(has_error == expected, framework::LogLevel::ERRORS); |
| 79 | } |
| 80 | DATA_TEST_CASE(ValidateStatic, framework::DatasetMode::ALL, zip(zip(zip(zip(zip(zip( |
| 81 | framework::dataset::make("InputInfo", { TensorInfo(TensorShape(32U, 16U, 2U, 1U), 1, DataType::F32), |
| 82 | TensorInfo(TensorShape(32U, 16U, 2U, 1U), 1, DataType::F32), // Mismatching data types |
| 83 | TensorInfo(TensorShape(32U, 16U, 2U, 1U), 1, DataType::F32), // Negative block shapes |
| 84 | TensorInfo(TensorShape(32U, 16U, 2U, 1U, 4U), 1, DataType::F32), // Wrong tensor shape |
| 85 | TensorInfo(TensorShape(32U, 16U, 2U, 1U, 4U), 1, DataType::F32), // Wrong paddings |
| 86 | }), |
| 87 | framework::dataset::make("BlockShapeX", { 2, 2, 2, 2, 2 })), |
| 88 | framework::dataset::make("BlockShapeY", { 2, 2, -2, 2, 2 })), |
| 89 | framework::dataset::make("PadLeft", { Size2D(0, 0), Size2D(0, 0), Size2D(0, 0), Size2D(0, 0), Size2D(3, 11) })), |
| 90 | framework::dataset::make("PadRight", { Size2D(0, 0), Size2D(0, 0), Size2D(0, 0), Size2D(0, 0), Size2D(3, 11) })), |
| 91 | framework::dataset::make("OutputInfo",{ TensorInfo(TensorShape(16U, 8U, 2U, 4U), 1, DataType::F32), |
| 92 | TensorInfo(TensorShape(32U, 8U, 2U, 4U), 1, DataType::F16), |
| 93 | TensorInfo(TensorShape(32U, 8U, 2U, 4U), 1, DataType::F32), |
| 94 | TensorInfo(TensorShape(32U, 8U, 2U, 4U), 1, DataType::F32), |
| 95 | TensorInfo(TensorShape(32U, 8U, 2U, 4U), 1, DataType::F32), |
| 96 | })), |
| 97 | framework::dataset::make("Expected", { true, false, false, false, false})), |
| 98 | input_info, block_shape_x, block_shape_y, padding_left, padding_right, output_info, expected) |
| 99 | { |
| 100 | bool has_error = bool(CLSpaceToBatchLayer::validate(&input_info.clone()->set_is_resizable(false), block_shape_x, block_shape_y, padding_left, padding_right, &output_info.clone()->set_is_resizable(false))); |
| 101 | ARM_COMPUTE_EXPECT(has_error == expected, framework::LogLevel::ERRORS); |
| 102 | } |
| 103 | // clang-format on |
| 104 | // *INDENT-ON* |
| 105 | |
| 106 | TEST_SUITE(Float) |
| 107 | TEST_SUITE(FP32) |
Michele Di Giorgio | 93c70b8 | 2019-08-08 11:59:14 +0100 | [diff] [blame] | 108 | FIXTURE_DATA_TEST_CASE(Small, CLSpaceToBatchLayerFixture<float>, framework::DatasetMode::PRECOMMIT, combine(combine(datasets::SmallSpaceToBatchLayerDataset(), |
| 109 | framework::dataset::make("DataType", DataType::F32)), |
Michalis Spyrou | 13a51e1 | 2018-09-18 13:09:30 +0100 | [diff] [blame] | 110 | framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC }))) |
Michalis Spyrou | 16934a5 | 2018-08-21 18:03:58 +0100 | [diff] [blame] | 111 | { |
| 112 | // Validate output |
| 113 | validate(CLAccessor(_target), _reference); |
| 114 | } |
Michele Di Giorgio | 93c70b8 | 2019-08-08 11:59:14 +0100 | [diff] [blame] | 115 | FIXTURE_DATA_TEST_CASE(Large, CLSpaceToBatchLayerFixture<float>, framework::DatasetMode::NIGHTLY, combine(combine(datasets::LargeSpaceToBatchLayerDataset(), |
| 116 | framework::dataset::make("DataType", DataType::F32)), |
Michalis Spyrou | 13a51e1 | 2018-09-18 13:09:30 +0100 | [diff] [blame] | 117 | framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC }))) |
Michalis Spyrou | 16934a5 | 2018-08-21 18:03:58 +0100 | [diff] [blame] | 118 | { |
| 119 | // Validate output |
| 120 | validate(CLAccessor(_target), _reference); |
| 121 | } |
| 122 | TEST_SUITE_END() // FP32 |
| 123 | |
| 124 | TEST_SUITE(FP16) |
Michele Di Giorgio | 93c70b8 | 2019-08-08 11:59:14 +0100 | [diff] [blame] | 125 | FIXTURE_DATA_TEST_CASE(Small, CLSpaceToBatchLayerFixture<half>, framework::DatasetMode::PRECOMMIT, combine(combine(datasets::SmallSpaceToBatchLayerDataset(), |
| 126 | framework::dataset::make("DataType", DataType::F16)), |
Michalis Spyrou | 13a51e1 | 2018-09-18 13:09:30 +0100 | [diff] [blame] | 127 | framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC }))) |
Michalis Spyrou | 16934a5 | 2018-08-21 18:03:58 +0100 | [diff] [blame] | 128 | { |
| 129 | // Validate output |
| 130 | validate(CLAccessor(_target), _reference); |
| 131 | } |
Michele Di Giorgio | 93c70b8 | 2019-08-08 11:59:14 +0100 | [diff] [blame] | 132 | FIXTURE_DATA_TEST_CASE(Large, CLSpaceToBatchLayerFixture<half>, framework::DatasetMode::NIGHTLY, combine(combine(datasets::LargeSpaceToBatchLayerDataset(), |
| 133 | framework::dataset::make("DataType", DataType::F16)), |
Michalis Spyrou | 13a51e1 | 2018-09-18 13:09:30 +0100 | [diff] [blame] | 134 | framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC }))) |
Michalis Spyrou | 16934a5 | 2018-08-21 18:03:58 +0100 | [diff] [blame] | 135 | { |
| 136 | // Validate output |
| 137 | validate(CLAccessor(_target), _reference); |
| 138 | } |
| 139 | TEST_SUITE_END() // FP16 |
| 140 | TEST_SUITE_END() // Float |
| 141 | |
Michele Di Giorgio | 93c70b8 | 2019-08-08 11:59:14 +0100 | [diff] [blame] | 142 | template <typename T> |
| 143 | using CLSpaceToBatchLayerQuantizedFixture = SpaceToBatchLayerValidationQuantizedFixture<CLTensor, CLAccessor, CLSpaceToBatchLayer, T>; |
| 144 | |
| 145 | TEST_SUITE(Quantized) |
| 146 | TEST_SUITE(QASYMM8) |
| 147 | FIXTURE_DATA_TEST_CASE(Small, CLSpaceToBatchLayerQuantizedFixture<uint8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallSpaceToBatchLayerDataset(), |
| 148 | framework::dataset::make("DataType", DataType::QASYMM8)), |
| 149 | framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC })), |
| 150 | framework::dataset::make("QuantizationInfo", { 1.f / 255.f, 9.f }))) |
| 151 | { |
| 152 | // Validate output |
| 153 | validate(CLAccessor(_target), _reference); |
| 154 | } |
| 155 | FIXTURE_DATA_TEST_CASE(Large, CLSpaceToBatchLayerQuantizedFixture<uint8_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeSpaceToBatchLayerDataset(), |
| 156 | framework::dataset::make("DataType", DataType::QASYMM8)), |
| 157 | framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC })), |
| 158 | framework::dataset::make("QuantizationInfo", { 1.f / 255.f, 9.f }))) |
| 159 | { |
| 160 | // Validate output |
| 161 | validate(CLAccessor(_target), _reference); |
| 162 | } |
| 163 | TEST_SUITE_END() // QASYMM8 |
| 164 | TEST_SUITE_END() // Quantized |
Michalis Spyrou | 16934a5 | 2018-08-21 18:03:58 +0100 | [diff] [blame] | 165 | TEST_SUITE_END() // SpaceToBatch |
| 166 | TEST_SUITE_END() // CL |
| 167 | } // namespace validation |
| 168 | } // namespace test |
| 169 | } // namespace arm_compute |