Usama Arif | f6e475c | 2019-05-10 12:06:28 +0100 | [diff] [blame] | 1 | /* |
Viet-Hoa Do | fd472f0 | 2023-03-15 14:05:06 +0000 | [diff] [blame^] | 2 | * Copyright (c) 2019-2021, 2023 Arm Limited. |
Usama Arif | f6e475c | 2019-05-10 12:06:28 +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/NEElementwiseUnaryLayer.h" |
| 26 | #include "arm_compute/runtime/Tensor.h" |
| 27 | #include "arm_compute/runtime/TensorAllocator.h" |
| 28 | #include "tests/NEON/Accessor.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" |
Jakub Sujak | ee301b3 | 2021-06-04 09:46:08 +0100 | [diff] [blame] | 35 | #include "tests/validation/fixtures/ElementwiseUnaryFixture.h" |
Usama Arif | f6e475c | 2019-05-10 12:06:28 +0100 | [diff] [blame] | 36 | |
| 37 | namespace arm_compute |
| 38 | { |
| 39 | namespace test |
| 40 | { |
| 41 | namespace validation |
| 42 | { |
| 43 | namespace |
| 44 | { |
| 45 | RelativeTolerance<float> tolerance_fp32(0.000001f); |
| 46 | #ifdef __ARM_FEATURE_FP16_VECTOR_ARITHMETIC |
| 47 | RelativeTolerance<float> tolerance_fp16(0.01f); |
| 48 | #endif // __ARM_FEATURE_FP16_VECTOR_ARITHMETIC |
Viet-Hoa Do | fd472f0 | 2023-03-15 14:05:06 +0000 | [diff] [blame^] | 49 | constexpr AbsoluteTolerance<uint8_t> tolerance_qasymm8(0); |
| 50 | constexpr AbsoluteTolerance<int8_t> tolerance_qasymm8_signed(0); |
Usama Arif | f6e475c | 2019-05-10 12:06:28 +0100 | [diff] [blame] | 51 | } // namespace |
| 52 | TEST_SUITE(NEON) |
| 53 | TEST_SUITE(NegLayer) |
| 54 | |
Usama Arif | f6e475c | 2019-05-10 12:06:28 +0100 | [diff] [blame] | 55 | template <typename T> |
Manuel Bottini | 80feed5 | 2020-06-03 13:20:41 +0100 | [diff] [blame] | 56 | using NENegLayerFixture = NegValidationInPlaceFixture<Tensor, Accessor, NENegLayer, T>; |
Usama Arif | f6e475c | 2019-05-10 12:06:28 +0100 | [diff] [blame] | 57 | |
Viet-Hoa Do | fd472f0 | 2023-03-15 14:05:06 +0000 | [diff] [blame^] | 58 | template <typename T> |
| 59 | using NENegLayerQuantizedFixture = NegQuantizedValidationFixture<Tensor, Accessor, NENegLayer, T>; |
| 60 | |
Usama Arif | f6e475c | 2019-05-10 12:06:28 +0100 | [diff] [blame] | 61 | TEST_SUITE(Float) |
| 62 | #ifdef __ARM_FEATURE_FP16_VECTOR_ARITHMETIC |
| 63 | TEST_SUITE(FP16) |
Manuel Bottini | 80feed5 | 2020-06-03 13:20:41 +0100 | [diff] [blame] | 64 | FIXTURE_DATA_TEST_CASE(RunSmall, NENegLayerFixture<half>, framework::DatasetMode::PRECOMMIT, combine(combine(datasets::SmallShapes(), |
| 65 | framework::dataset::make("DataType", DataType::F16)), |
| 66 | framework::dataset::make("InPlace", { true, false }))) |
Usama Arif | f6e475c | 2019-05-10 12:06:28 +0100 | [diff] [blame] | 67 | { |
| 68 | // Validate output |
| 69 | validate(Accessor(_target), _reference, tolerance_fp16); |
| 70 | } |
Manuel Bottini | 80feed5 | 2020-06-03 13:20:41 +0100 | [diff] [blame] | 71 | FIXTURE_DATA_TEST_CASE(RunLarge, NENegLayerFixture<half>, framework::DatasetMode::NIGHTLY, combine(combine(datasets::LargeShapes(), |
| 72 | framework::dataset::make("DataType", DataType::F16)), |
| 73 | framework::dataset::make("InPlace", { false }))) |
Usama Arif | f6e475c | 2019-05-10 12:06:28 +0100 | [diff] [blame] | 74 | { |
| 75 | // Validate output |
| 76 | validate(Accessor(_target), _reference, tolerance_fp16); |
| 77 | } |
| 78 | |
| 79 | TEST_SUITE_END() // FP16 |
| 80 | #endif // __ARM_FEATURE_FP16_VECTOR_ARITHMETIC |
| 81 | |
| 82 | TEST_SUITE(FP32) |
Manuel Bottini | 80feed5 | 2020-06-03 13:20:41 +0100 | [diff] [blame] | 83 | FIXTURE_DATA_TEST_CASE(RunSmall, NENegLayerFixture<float>, framework::DatasetMode::ALL, combine(combine(datasets::SmallShapes(), |
| 84 | framework::dataset::make("DataType", DataType::F32)), |
| 85 | framework::dataset::make("InPlace", { true, false }))) |
Usama Arif | f6e475c | 2019-05-10 12:06:28 +0100 | [diff] [blame] | 86 | { |
| 87 | // Validate output |
| 88 | validate(Accessor(_target), _reference, tolerance_fp32); |
| 89 | } |
| 90 | |
Manuel Bottini | 80feed5 | 2020-06-03 13:20:41 +0100 | [diff] [blame] | 91 | FIXTURE_DATA_TEST_CASE(RunLarge, NENegLayerFixture<float>, framework::DatasetMode::NIGHTLY, combine(combine(datasets::LargeShapes(), |
| 92 | framework::dataset::make("DataType", DataType::F32)), |
| 93 | framework::dataset::make("InPlace", { false }))) |
Usama Arif | f6e475c | 2019-05-10 12:06:28 +0100 | [diff] [blame] | 94 | { |
| 95 | // Validate output |
| 96 | validate(Accessor(_target), _reference, tolerance_fp32); |
| 97 | } |
| 98 | TEST_SUITE_END() // FP32 |
| 99 | TEST_SUITE_END() // Float |
| 100 | |
| 101 | TEST_SUITE(Integer) |
| 102 | TEST_SUITE(S32) |
Manuel Bottini | 80feed5 | 2020-06-03 13:20:41 +0100 | [diff] [blame] | 103 | FIXTURE_DATA_TEST_CASE(RunSmall, NENegLayerFixture<int32_t>, framework::DatasetMode::ALL, combine(combine(datasets::SmallShapes(), |
| 104 | framework::dataset::make("DataType", DataType::S32)), |
| 105 | framework::dataset::make("InPlace", { true, false }))) |
Usama Arif | f6e475c | 2019-05-10 12:06:28 +0100 | [diff] [blame] | 106 | { |
| 107 | // Validate output |
| 108 | validate(Accessor(_target), _reference); |
| 109 | } |
| 110 | |
Manuel Bottini | 80feed5 | 2020-06-03 13:20:41 +0100 | [diff] [blame] | 111 | FIXTURE_DATA_TEST_CASE(RunLarge, NENegLayerFixture<int32_t>, framework::DatasetMode::NIGHTLY, combine(combine(datasets::LargeShapes(), |
| 112 | framework::dataset::make("DataType", DataType::S32)), |
| 113 | framework::dataset::make("InPlace", { false }))) |
Usama Arif | f6e475c | 2019-05-10 12:06:28 +0100 | [diff] [blame] | 114 | { |
| 115 | // Validate output |
| 116 | validate(Accessor(_target), _reference); |
| 117 | } |
| 118 | TEST_SUITE_END() // S32 |
| 119 | TEST_SUITE_END() // Integer |
| 120 | |
Viet-Hoa Do | fd472f0 | 2023-03-15 14:05:06 +0000 | [diff] [blame^] | 121 | TEST_SUITE(Quantized) |
| 122 | TEST_SUITE(QASYMM8) |
| 123 | FIXTURE_DATA_TEST_CASE(RunSmall, NENegLayerQuantizedFixture<uint8_t>, framework::DatasetMode::ALL, combine(combine(combine( |
| 124 | datasets::SmallShapes(), |
| 125 | framework::dataset::make("DataType", DataType::QASYMM8)), |
| 126 | framework::dataset::make("InputQInfo", { QuantizationInfo(0.2, -3) })), |
| 127 | framework::dataset::make("OutputQInfo", { QuantizationInfo(0.5, 10) }))) |
| 128 | { |
| 129 | // Validate output |
| 130 | validate(Accessor(_target), _reference, tolerance_qasymm8); |
| 131 | } |
| 132 | TEST_SUITE_END() // QASYMM8 |
| 133 | |
| 134 | TEST_SUITE(QASYMM8_SIGNED) |
| 135 | FIXTURE_DATA_TEST_CASE(RunSmall, NENegLayerQuantizedFixture<int8_t>, framework::DatasetMode::ALL, combine(combine(combine( |
| 136 | datasets::SmallShapes(), |
| 137 | framework::dataset::make("DataType", DataType::QASYMM8_SIGNED)), |
| 138 | framework::dataset::make("InputQInfo", { QuantizationInfo(0.075, 6) })), |
| 139 | framework::dataset::make("OutputQInfo", { QuantizationInfo(0.1, -7) }))) |
| 140 | { |
| 141 | // Validate output |
| 142 | validate(Accessor(_target), _reference, tolerance_qasymm8_signed); |
| 143 | } |
| 144 | TEST_SUITE_END() // QASYMM8_SIGNED |
| 145 | |
| 146 | TEST_SUITE_END() // Quantized |
Usama Arif | f6e475c | 2019-05-10 12:06:28 +0100 | [diff] [blame] | 147 | TEST_SUITE_END() // NegLayer |
Sheri Zhang | ac6499a | 2021-02-10 15:32:38 +0000 | [diff] [blame] | 148 | TEST_SUITE_END() // Neon |
Usama Arif | f6e475c | 2019-05-10 12:06:28 +0100 | [diff] [blame] | 149 | } // namespace validation |
| 150 | } // namespace test |
| 151 | } // namespace arm_compute |