Michalis Spyrou | 04f089c | 2017-08-08 17:42:38 +0100 | [diff] [blame] | 1 | /* |
Sang-Hoon Park | bef7fa2 | 2020-10-21 15:58:54 +0100 | [diff] [blame] | 2 | * Copyright (c) 2017-2020 Arm Limited. |
Michalis Spyrou | 04f089c | 2017-08-08 17:42:38 +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" |
Giorgio Arena | 04a8f8c | 2017-11-23 11:45:24 +0000 | [diff] [blame] | 27 | #include "arm_compute/runtime/CL/functions/CLL2NormalizeLayer.h" |
Michalis Spyrou | 04f089c | 2017-08-08 17:42:38 +0100 | [diff] [blame] | 28 | #include "tests/CL/CLAccessor.h" |
| 29 | #include "tests/PaddingCalculator.h" |
Moritz Pflanzer | a09de0c | 2017-09-01 20:41:12 +0100 | [diff] [blame] | 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" |
Giorgio Arena | 04a8f8c | 2017-11-23 11:45:24 +0000 | [diff] [blame] | 35 | #include "tests/validation/fixtures/L2NormalizeLayerFixture.h" |
Michalis Spyrou | 04f089c | 2017-08-08 17:42:38 +0100 | [diff] [blame] | 36 | |
| 37 | namespace arm_compute |
| 38 | { |
| 39 | namespace test |
| 40 | { |
| 41 | namespace validation |
| 42 | { |
| 43 | namespace |
| 44 | { |
| 45 | /** Tolerance for float operations */ |
| 46 | constexpr AbsoluteTolerance<float> tolerance_f32(0.00001f); |
Michalis Spyrou | 9f56efe | 2018-11-16 15:07:05 +0000 | [diff] [blame] | 47 | constexpr AbsoluteTolerance<float> tolerance_f16(0.2f); |
Michalis Spyrou | 8aaf93e | 2018-10-11 17:33:32 +0100 | [diff] [blame] | 48 | |
Manuel Bottini | 4b5c588 | 2019-05-14 10:38:30 +0100 | [diff] [blame] | 49 | auto data = concat(combine(framework::dataset::make("DataLayout", { DataLayout::NCHW }), framework::dataset::make("Axis", { -1, 0, 2 })), combine(framework::dataset::make("DataLayout", { DataLayout::NHWC }), |
| 50 | framework::dataset::make("Axis", { -2, 2 }))); |
Michalis Spyrou | 04f089c | 2017-08-08 17:42:38 +0100 | [diff] [blame] | 51 | |
| 52 | } // namespace |
| 53 | |
| 54 | TEST_SUITE(CL) |
Giorgio Arena | 04a8f8c | 2017-11-23 11:45:24 +0000 | [diff] [blame] | 55 | TEST_SUITE(L2NormalizeLayer) |
Michalis Spyrou | 04f089c | 2017-08-08 17:42:38 +0100 | [diff] [blame] | 56 | |
John Richardson | 62385bc | 2018-04-20 13:11:36 +0100 | [diff] [blame] | 57 | // *INDENT-OFF* |
| 58 | // clang-format off |
| 59 | DATA_TEST_CASE(Validate, framework::DatasetMode::ALL, zip(zip(zip( |
| 60 | framework::dataset::make("InputInfo", { TensorInfo(TensorShape(128U, 64U), 1, DataType::F32), // Mismatching data type input/output |
| 61 | TensorInfo(TensorShape(128U, 64U), 1, DataType::F32), // Mismatching shape input/output |
| 62 | TensorInfo(TensorShape(128U, 64U), 2, DataType::F32), // Number of Input channels != 1 |
| 63 | TensorInfo(TensorShape(128U, 64U), 1, DataType::S16), // DataType != F32 |
Manuel Bottini | 4b5c588 | 2019-05-14 10:38:30 +0100 | [diff] [blame] | 64 | TensorInfo(TensorShape(128U, 64U), 1, DataType::F32), |
| 65 | TensorInfo(TensorShape(128U, 64U), 1, DataType::F32), |
| 66 | TensorInfo(TensorShape(128U, 64U), 1, DataType::F32), |
John Richardson | 62385bc | 2018-04-20 13:11:36 +0100 | [diff] [blame] | 67 | TensorInfo(TensorShape(128U, 64U), 1, DataType::F32) |
| 68 | }), |
| 69 | framework::dataset::make("OutputInfo", { TensorInfo(TensorShape(128U, 64U), 1, DataType::F16), |
| 70 | TensorInfo(TensorShape(256U, 64U), 1, DataType::F32), |
| 71 | TensorInfo(TensorShape(128U, 64U), 1, DataType::F32), |
| 72 | TensorInfo(TensorShape(128U, 64U), 1, DataType::S16), |
| 73 | TensorInfo(TensorShape(128U, 64U), 1, DataType::F32), |
| 74 | TensorInfo(TensorShape(128U, 64U), 1, DataType::F32), |
Manuel Bottini | 4b5c588 | 2019-05-14 10:38:30 +0100 | [diff] [blame] | 75 | TensorInfo(TensorShape(128U, 64U), 1, DataType::F32), |
John Richardson | 62385bc | 2018-04-20 13:11:36 +0100 | [diff] [blame] | 76 | TensorInfo(TensorShape(128U, 64U), 1, DataType::F32) |
| 77 | })), |
Manuel Bottini | 4b5c588 | 2019-05-14 10:38:30 +0100 | [diff] [blame] | 78 | framework::dataset::make("Axis", { |
| 79 | 0, |
| 80 | 0, |
| 81 | 0, |
| 82 | 0, |
| 83 | static_cast<int>(TensorShape::num_max_dimensions), |
| 84 | 3, |
| 85 | -2, |
| 86 | 0 })), |
| 87 | framework::dataset::make("Expected", { false, false, false, false, true, true, true, true })), |
John Richardson | 62385bc | 2018-04-20 13:11:36 +0100 | [diff] [blame] | 88 | input_info, output_info, axis, expected) |
| 89 | { |
| 90 | bool is_valid = bool(CLL2NormalizeLayer::validate(&input_info.clone()->set_is_resizable(false), |
| 91 | &output_info.clone()->set_is_resizable(false), |
| 92 | axis)); |
| 93 | ARM_COMPUTE_EXPECT(is_valid == expected, framework::LogLevel::ERRORS); |
| 94 | } |
| 95 | // clang-format on |
| 96 | // *INDENT-ON* |
| 97 | |
Michalis Spyrou | 04f089c | 2017-08-08 17:42:38 +0100 | [diff] [blame] | 98 | template <typename T> |
Giorgio Arena | 04a8f8c | 2017-11-23 11:45:24 +0000 | [diff] [blame] | 99 | using CLL2NormalizeLayerFixture = L2NormalizeLayerValidationFixture<CLTensor, CLAccessor, CLL2NormalizeLayer, T>; |
Michalis Spyrou | 04f089c | 2017-08-08 17:42:38 +0100 | [diff] [blame] | 100 | |
| 101 | TEST_SUITE(Float) |
| 102 | TEST_SUITE(FP32) |
Giorgio Arena | 04a8f8c | 2017-11-23 11:45:24 +0000 | [diff] [blame] | 103 | FIXTURE_DATA_TEST_CASE(RunSmall, CLL2NormalizeLayerFixture<float>, framework::DatasetMode::PRECOMMIT, |
Michalis Spyrou | 8aaf93e | 2018-10-11 17:33:32 +0100 | [diff] [blame] | 104 | combine(combine(combine(datasets::SmallShapes(), framework::dataset::make("DataType", DataType::F32)), data), framework::dataset::make("Epsilon", { 1e-12 }))) |
Michalis Spyrou | 04f089c | 2017-08-08 17:42:38 +0100 | [diff] [blame] | 105 | { |
| 106 | // Validate output |
| 107 | validate(CLAccessor(_target), _reference, tolerance_f32); |
| 108 | } |
Giorgio Arena | 04a8f8c | 2017-11-23 11:45:24 +0000 | [diff] [blame] | 109 | FIXTURE_DATA_TEST_CASE(RunLarge, CLL2NormalizeLayerFixture<float>, framework::DatasetMode::NIGHTLY, |
Michalis Spyrou | 8aaf93e | 2018-10-11 17:33:32 +0100 | [diff] [blame] | 110 | combine(combine(combine(datasets::LargeShapes(), framework::dataset::make("DataType", DataType::F32)), data), framework::dataset::make("Epsilon", { 1e-12 }))) |
Michalis Spyrou | 04f089c | 2017-08-08 17:42:38 +0100 | [diff] [blame] | 111 | { |
| 112 | // Validate output |
| 113 | validate(CLAccessor(_target), _reference, tolerance_f32); |
| 114 | } |
Michalis Spyrou | 8aaf93e | 2018-10-11 17:33:32 +0100 | [diff] [blame] | 115 | TEST_SUITE_END() // FP32 |
| 116 | TEST_SUITE(FP16) |
| 117 | FIXTURE_DATA_TEST_CASE(RunSmall, CLL2NormalizeLayerFixture<half>, framework::DatasetMode::PRECOMMIT, |
| 118 | combine(combine(combine(datasets::SmallShapes(), framework::dataset::make("DataType", DataType::F16)), data), framework::dataset::make("Epsilon", { 1e-6 }))) |
| 119 | { |
| 120 | // Validate output |
| 121 | validate(CLAccessor(_target), _reference, tolerance_f16); |
| 122 | } |
| 123 | FIXTURE_DATA_TEST_CASE(RunLarge, CLL2NormalizeLayerFixture<half>, framework::DatasetMode::NIGHTLY, |
| 124 | combine(combine(combine(datasets::LargeShapes(), framework::dataset::make("DataType", DataType::F16)), data), framework::dataset::make("Epsilon", { 1e-6 }))) |
| 125 | { |
| 126 | // Validate output |
| 127 | validate(CLAccessor(_target), _reference, tolerance_f16); |
| 128 | } |
| 129 | TEST_SUITE_END() // FP16 |
| 130 | TEST_SUITE_END() // Float |
Michalis Spyrou | 04f089c | 2017-08-08 17:42:38 +0100 | [diff] [blame] | 131 | |
Michalis Spyrou | 8aaf93e | 2018-10-11 17:33:32 +0100 | [diff] [blame] | 132 | TEST_SUITE_END() // L2NormalizeLayer |
| 133 | TEST_SUITE_END() // CL |
Michalis Spyrou | 04f089c | 2017-08-08 17:42:38 +0100 | [diff] [blame] | 134 | } // namespace validation |
| 135 | } // namespace test |
| 136 | } // namespace arm_compute |