Usama Arif | f6e475c | 2019-05-10 12:06:28 +0100 | [diff] [blame] | 1 | /* |
| 2 | * Copyright (c) 2019 ARM Limited. |
| 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" |
| 35 | #include "tests/validation/fixtures/ElementWiseUnaryFixture.h" |
| 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 |
| 49 | } // namespace |
| 50 | TEST_SUITE(NEON) |
| 51 | TEST_SUITE(NegLayer) |
| 52 | |
| 53 | DATA_TEST_CASE(Configuration, framework::DatasetMode::ALL, combine(datasets::SmallShapes(), framework::dataset::make("DataType", DataType::F32)), shape, data_type) |
| 54 | { |
| 55 | // Create tensors |
| 56 | Tensor src = create_tensor<Tensor>(shape, data_type); |
| 57 | Tensor dst = create_tensor<Tensor>(shape, data_type); |
| 58 | |
| 59 | ARM_COMPUTE_EXPECT(src.info()->is_resizable(), framework::LogLevel::ERRORS); |
| 60 | ARM_COMPUTE_EXPECT(dst.info()->is_resizable(), framework::LogLevel::ERRORS); |
| 61 | |
| 62 | // Create and configure function |
| 63 | NENegLayer neg_layer; |
| 64 | neg_layer.configure(&src, &dst); |
| 65 | |
| 66 | // Validate valid region |
| 67 | const ValidRegion valid_region = shape_to_valid_region(shape); |
| 68 | validate(src.info()->valid_region(), valid_region); |
| 69 | validate(dst.info()->valid_region(), valid_region); |
| 70 | } |
| 71 | |
| 72 | template <typename T> |
| 73 | using NENegLayerFixture = NegValidationFixture<Tensor, Accessor, NENegLayer, T>; |
| 74 | |
| 75 | TEST_SUITE(Float) |
| 76 | #ifdef __ARM_FEATURE_FP16_VECTOR_ARITHMETIC |
| 77 | TEST_SUITE(FP16) |
| 78 | FIXTURE_DATA_TEST_CASE(RunSmall, NENegLayerFixture<half>, framework::DatasetMode::PRECOMMIT, combine(datasets::SmallShapes(), framework::dataset::make("DataType", |
| 79 | DataType::F16))) |
| 80 | { |
| 81 | // Validate output |
| 82 | validate(Accessor(_target), _reference, tolerance_fp16); |
| 83 | } |
| 84 | FIXTURE_DATA_TEST_CASE(RunLarge, NENegLayerFixture<half>, framework::DatasetMode::NIGHTLY, combine(datasets::LargeShapes(), framework::dataset::make("DataType", |
| 85 | DataType::F16))) |
| 86 | { |
| 87 | // Validate output |
| 88 | validate(Accessor(_target), _reference, tolerance_fp16); |
| 89 | } |
| 90 | |
| 91 | TEST_SUITE_END() // FP16 |
| 92 | #endif // __ARM_FEATURE_FP16_VECTOR_ARITHMETIC |
| 93 | |
| 94 | TEST_SUITE(FP32) |
| 95 | FIXTURE_DATA_TEST_CASE(RunSmall, NENegLayerFixture<float>, framework::DatasetMode::ALL, combine(datasets::SmallShapes(), framework::dataset::make("DataType", |
| 96 | DataType::F32))) |
| 97 | { |
| 98 | // Validate output |
| 99 | validate(Accessor(_target), _reference, tolerance_fp32); |
| 100 | } |
| 101 | |
| 102 | FIXTURE_DATA_TEST_CASE(RunLarge, NENegLayerFixture<float>, framework::DatasetMode::NIGHTLY, combine(datasets::LargeShapes(), framework::dataset::make("DataType", |
| 103 | DataType::F32))) |
| 104 | { |
| 105 | // Validate output |
| 106 | validate(Accessor(_target), _reference, tolerance_fp32); |
| 107 | } |
| 108 | TEST_SUITE_END() // FP32 |
| 109 | TEST_SUITE_END() // Float |
| 110 | |
| 111 | TEST_SUITE(Integer) |
| 112 | TEST_SUITE(S32) |
| 113 | FIXTURE_DATA_TEST_CASE(RunSmall, NENegLayerFixture<int32_t>, framework::DatasetMode::ALL, combine(datasets::SmallShapes(), framework::dataset::make("DataType", |
| 114 | DataType::S32))) |
| 115 | { |
| 116 | // Validate output |
| 117 | validate(Accessor(_target), _reference); |
| 118 | } |
| 119 | |
| 120 | FIXTURE_DATA_TEST_CASE(RunLarge, NENegLayerFixture<int32_t>, framework::DatasetMode::NIGHTLY, combine(datasets::LargeShapes(), framework::dataset::make("DataType", |
| 121 | DataType::S32))) |
| 122 | { |
| 123 | // Validate output |
| 124 | validate(Accessor(_target), _reference); |
| 125 | } |
| 126 | TEST_SUITE_END() // S32 |
| 127 | TEST_SUITE_END() // Integer |
| 128 | |
| 129 | TEST_SUITE_END() // NegLayer |
| 130 | TEST_SUITE_END() // NEON |
| 131 | } // namespace validation |
| 132 | } // namespace test |
| 133 | } // namespace arm_compute |