Georgios Pinitas | d976958 | 2017-08-03 10:19:40 +0100 | [diff] [blame] | 1 | /* |
Michele Di Giorgio | d9eaf61 | 2020-07-08 11:12:57 +0100 | [diff] [blame] | 2 | * Copyright (c) 2017-2020 Arm Limited. |
Georgios Pinitas | d976958 | 2017-08-03 10:19:40 +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" |
Giorgio Arena | 04a8f8c | 2017-11-23 11:45:24 +0000 | [diff] [blame] | 25 | #include "arm_compute/runtime/NEON/functions/NEL2NormalizeLayer.h" |
Georgios Pinitas | d976958 | 2017-08-03 10:19:40 +0100 | [diff] [blame] | 26 | #include "arm_compute/runtime/Tensor.h" |
| 27 | #include "arm_compute/runtime/TensorAllocator.h" |
Georgios Pinitas | d976958 | 2017-08-03 10:19:40 +0100 | [diff] [blame] | 28 | #include "tests/NEON/Accessor.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" |
Georgios Pinitas | d976958 | 2017-08-03 10:19:40 +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 */ |
steniu01 | 3e05e4e | 2017-08-25 17:18:01 +0100 | [diff] [blame] | 46 | RelativeTolerance<float> tolerance_f32(0.00001f); |
Michalis Spyrou | 2897e61 | 2018-11-20 18:38:29 +0000 | [diff] [blame] | 47 | #ifdef __ARM_FEATURE_FP16_VECTOR_ARITHMETIC |
| 48 | RelativeTolerance<float> tolerance_f16(0.2f); |
| 49 | #endif // __ARM_FEATURE_FP16_VECTOR_ARITHMETIC |
Georgios Pinitas | d976958 | 2017-08-03 10:19:40 +0100 | [diff] [blame] | 50 | } // namespace |
| 51 | |
| 52 | TEST_SUITE(NEON) |
Giorgio Arena | 04a8f8c | 2017-11-23 11:45:24 +0000 | [diff] [blame] | 53 | TEST_SUITE(L2NormalizeLayer) |
Georgios Pinitas | d976958 | 2017-08-03 10:19:40 +0100 | [diff] [blame] | 54 | |
John Richardson | 73d4aef | 2018-05-08 14:34:33 +0100 | [diff] [blame] | 55 | // *INDENT-OFF* |
| 56 | // clang-format off |
| 57 | DATA_TEST_CASE(Validate, framework::DatasetMode::ALL, zip(zip(zip( |
| 58 | framework::dataset::make("InputInfo", { TensorInfo(TensorShape(128U, 64U), 1, DataType::F32), // Mismatching data type input/output |
| 59 | TensorInfo(TensorShape(128U, 64U), 1, DataType::F32), // Mismatching shape input/output |
| 60 | TensorInfo(TensorShape(128U, 64U), 2, DataType::F32), // Number of Input channels != 1 |
| 61 | TensorInfo(TensorShape(128U, 64U), 1, DataType::S16), // DataType != F32 |
Manuel Bottini | 4b5c588 | 2019-05-14 10:38:30 +0100 | [diff] [blame] | 62 | TensorInfo(TensorShape(128U, 64U), 1, DataType::F32), |
| 63 | TensorInfo(TensorShape(128U, 64U), 1, DataType::F32), |
| 64 | TensorInfo(TensorShape(128U, 64U), 1, DataType::F32), |
John Richardson | 73d4aef | 2018-05-08 14:34:33 +0100 | [diff] [blame] | 65 | TensorInfo(TensorShape(128U, 64U), 1, DataType::F32) |
| 66 | }), |
| 67 | framework::dataset::make("OutputInfo", { TensorInfo(TensorShape(128U, 64U), 1, DataType::F16), |
| 68 | TensorInfo(TensorShape(256U, 64U), 1, DataType::F32), |
| 69 | TensorInfo(TensorShape(128U, 64U), 1, DataType::F32), |
| 70 | TensorInfo(TensorShape(128U, 64U), 1, DataType::S16), |
| 71 | TensorInfo(TensorShape(128U, 64U), 1, DataType::F32), |
| 72 | TensorInfo(TensorShape(128U, 64U), 1, DataType::F32), |
Manuel Bottini | 4b5c588 | 2019-05-14 10:38:30 +0100 | [diff] [blame] | 73 | TensorInfo(TensorShape(128U, 64U), 1, DataType::F32), |
John Richardson | 73d4aef | 2018-05-08 14:34:33 +0100 | [diff] [blame] | 74 | TensorInfo(TensorShape(128U, 64U), 1, DataType::F32) |
| 75 | })), |
Manuel Bottini | 4b5c588 | 2019-05-14 10:38:30 +0100 | [diff] [blame] | 76 | framework::dataset::make("Axis", { |
| 77 | 0, |
| 78 | 0, |
| 79 | 0, |
| 80 | 0, |
| 81 | static_cast<int>(TensorShape::num_max_dimensions), |
| 82 | 3, |
| 83 | -2, |
| 84 | 0 })), |
| 85 | framework::dataset::make("Expected", { false, false, false, false, true, true, true, true })), |
John Richardson | 73d4aef | 2018-05-08 14:34:33 +0100 | [diff] [blame] | 86 | input_info, output_info, axis, expected) |
| 87 | { |
| 88 | bool is_valid = bool(NEL2NormalizeLayer::validate(&input_info.clone()->set_is_resizable(false), |
| 89 | &output_info.clone()->set_is_resizable(false), |
| 90 | axis)); |
| 91 | ARM_COMPUTE_EXPECT(is_valid == expected, framework::LogLevel::ERRORS); |
| 92 | } |
| 93 | // clang-format on |
| 94 | // *INDENT-ON* |
| 95 | |
Georgios Pinitas | d976958 | 2017-08-03 10:19:40 +0100 | [diff] [blame] | 96 | template <typename T> |
Giorgio Arena | 04a8f8c | 2017-11-23 11:45:24 +0000 | [diff] [blame] | 97 | using NEL2NormalizeLayerFixture = L2NormalizeLayerValidationFixture<Tensor, Accessor, NEL2NormalizeLayer, T>; |
Georgios Pinitas | d976958 | 2017-08-03 10:19:40 +0100 | [diff] [blame] | 98 | |
| 99 | TEST_SUITE(FP32) |
Giorgio Arena | 04a8f8c | 2017-11-23 11:45:24 +0000 | [diff] [blame] | 100 | FIXTURE_DATA_TEST_CASE(RunSmall, NEL2NormalizeLayerFixture<float>, framework::DatasetMode::PRECOMMIT, |
Michalis Spyrou | 2897e61 | 2018-11-20 18:38:29 +0000 | [diff] [blame] | 101 | combine(combine(combine(combine(datasets::SmallShapes(), framework::dataset::make("DataType", DataType::F32)), framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC })), |
Georgios Pinitas | 6cb26ce | 2020-06-24 17:20:23 +0100 | [diff] [blame] | 102 | framework::dataset::make("Axis", { -1, 0, 1, 2 })), |
Georgios Pinitas | 16cf3c2 | 2020-09-10 20:26:48 +0100 | [diff] [blame] | 103 | framework::dataset::make("Epsilon", { 1e-6 }))) |
Georgios Pinitas | d976958 | 2017-08-03 10:19:40 +0100 | [diff] [blame] | 104 | { |
| 105 | // Validate output |
| 106 | validate(Accessor(_target), _reference, tolerance_f32); |
| 107 | } |
| 108 | |
Giorgio Arena | 04a8f8c | 2017-11-23 11:45:24 +0000 | [diff] [blame] | 109 | FIXTURE_DATA_TEST_CASE(RunLarge, NEL2NormalizeLayerFixture<float>, framework::DatasetMode::NIGHTLY, |
Michalis Spyrou | 2897e61 | 2018-11-20 18:38:29 +0000 | [diff] [blame] | 110 | combine(combine(combine(combine(datasets::LargeShapes(), framework::dataset::make("DataType", DataType::F32)), framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC })), |
Manuel Bottini | 4b5c588 | 2019-05-14 10:38:30 +0100 | [diff] [blame] | 111 | framework::dataset::make("Axis", { -1, 0, 2 })), |
Georgios Pinitas | 16cf3c2 | 2020-09-10 20:26:48 +0100 | [diff] [blame] | 112 | framework::dataset::make("Epsilon", { 1e-6 }))) |
Georgios Pinitas | d976958 | 2017-08-03 10:19:40 +0100 | [diff] [blame] | 113 | { |
| 114 | // Validate output |
| 115 | validate(Accessor(_target), _reference, tolerance_f32); |
| 116 | } |
Michalis Spyrou | 2897e61 | 2018-11-20 18:38:29 +0000 | [diff] [blame] | 117 | TEST_SUITE_END() // FP32 |
Georgios Pinitas | d976958 | 2017-08-03 10:19:40 +0100 | [diff] [blame] | 118 | |
Michalis Spyrou | 2897e61 | 2018-11-20 18:38:29 +0000 | [diff] [blame] | 119 | #ifdef __ARM_FEATURE_FP16_VECTOR_ARITHMETIC |
| 120 | TEST_SUITE(FP16) |
| 121 | FIXTURE_DATA_TEST_CASE(RunSmall, NEL2NormalizeLayerFixture<half>, framework::DatasetMode::PRECOMMIT, |
| 122 | combine(combine(combine(combine(datasets::SmallShapes(), framework::dataset::make("DataType", DataType::F16)), framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC })), |
Georgios Pinitas | 6cb26ce | 2020-06-24 17:20:23 +0100 | [diff] [blame] | 123 | framework::dataset::make("Axis", { -1, 0, 1, 2 })), |
Georgios Pinitas | 16cf3c2 | 2020-09-10 20:26:48 +0100 | [diff] [blame] | 124 | framework::dataset::make("Epsilon", { 1e-6 }))) |
Michalis Spyrou | 2897e61 | 2018-11-20 18:38:29 +0000 | [diff] [blame] | 125 | { |
| 126 | // Validate output |
| 127 | validate(Accessor(_target), _reference, tolerance_f16); |
| 128 | } |
| 129 | |
| 130 | FIXTURE_DATA_TEST_CASE(RunLarge, NEL2NormalizeLayerFixture<half>, framework::DatasetMode::NIGHTLY, |
| 131 | combine(combine(combine(combine(datasets::LargeShapes(), framework::dataset::make("DataType", DataType::F16)), framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC })), |
Manuel Bottini | 4b5c588 | 2019-05-14 10:38:30 +0100 | [diff] [blame] | 132 | framework::dataset::make("Axis", { -1, 0, 2 })), |
Georgios Pinitas | 16cf3c2 | 2020-09-10 20:26:48 +0100 | [diff] [blame] | 133 | framework::dataset::make("Epsilon", { 1e-6 }))) |
Michalis Spyrou | 2897e61 | 2018-11-20 18:38:29 +0000 | [diff] [blame] | 134 | { |
| 135 | // Validate output |
| 136 | validate(Accessor(_target), _reference, tolerance_f16); |
| 137 | } |
| 138 | TEST_SUITE_END() // FP16 |
| 139 | #endif // __ARM_FEATURE_FP16_VECTOR_ARITHMETIC |
| 140 | |
| 141 | TEST_SUITE_END() // L2NormalizeLayer |
| 142 | TEST_SUITE_END() // NEON |
Georgios Pinitas | d976958 | 2017-08-03 10:19:40 +0100 | [diff] [blame] | 143 | } // namespace validation |
| 144 | } // namespace test |
| 145 | } // namespace arm_compute |