1 /* 2 * Copyright (c) 2017-2020 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/runtime/NEON/functions/NEMeanStdDev.h" 25 #include "tests/NEON/Accessor.h" 26 #include "tests/PaddingCalculator.h" 27 #include "tests/datasets/ShapeDatasets.h" 28 #include "tests/framework/Macros.h" 29 #include "tests/validation/Validation.h" 30 #include "tests/validation/fixtures/MeanStdDevFixture.h" 31 32 namespace arm_compute 33 { 34 namespace test 35 { 36 namespace validation 37 { 38 namespace 39 { 40 RelativeTolerance<float> tolerance_rel_high_error(0.05f); 41 RelativeTolerance<float> tolerance_rel_low_error(0.0005f); 42 } // namespace 43 44 TEST_SUITE(NEON) 45 TEST_SUITE(MeanStdDev) 46 47 template <typename T> 48 using NEMeanStdDevFixture = MeanStdDevValidationFixture<Tensor, Accessor, NEMeanStdDev, T>; 49 50 FIXTURE_DATA_TEST_CASE(RunSmall, NEMeanStdDevFixture<uint8_t>, framework::DatasetMode::PRECOMMIT, combine(datasets::Small2DShapes(), framework::dataset::make("DataType", 51 DataType::U8))) 52 { 53 // Validate mean output 54 validate(_target.first, _reference.first); 55 56 // Validate std_dev output 57 validate(_target.second, _reference.second, tolerance_rel_high_error); 58 } 59 FIXTURE_DATA_TEST_CASE(RunLarge, NEMeanStdDevFixture<uint8_t>, framework::DatasetMode::NIGHTLY, combine(datasets::Large2DShapes(), framework::dataset::make("DataType", 60 DataType::U8))) 61 { 62 // Validate mean output 63 validate(_target.first, _reference.first, tolerance_rel_low_error); 64 65 // Validate std_dev output 66 validate(_target.second, _reference.second, tolerance_rel_high_error); 67 } 68 69 TEST_SUITE_END() 70 TEST_SUITE_END() 71 } // namespace validation 72 } // namespace test 73 } // namespace arm_compute 74