128 lines
5.5 KiB
C++
128 lines
5.5 KiB
C++
/*
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* Copyright (c) 2017-2020 Arm Limited.
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*
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* SPDX-License-Identifier: MIT
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*
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* Permission is hereby granted, free of charge, to any person obtaining a copy
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* of this software and associated documentation files (the "Software"), to
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* deal in the Software without restriction, including without limitation the
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* rights to use, copy, modify, merge, publish, distribute, sublicense, and/or
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* sell copies of the Software, and to permit persons to whom the Software is
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* furnished to do so, subject to the following conditions:
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*
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* The above copyright notice and this permission notice shall be included in all
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* copies or substantial portions of the Software.
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*
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* THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
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* IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
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* FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
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* AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
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* LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
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* OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
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* SOFTWARE.
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*/
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#include "arm_compute/runtime/CL/functions/CLMeanStdDev.h"
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#include "tests/CL/CLAccessor.h"
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#include "tests/PaddingCalculator.h"
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#include "tests/datasets/ShapeDatasets.h"
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#include "tests/framework/Macros.h"
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#include "tests/validation/Validation.h"
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#include "tests/validation/fixtures/MeanStdDevFixture.h"
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namespace arm_compute
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{
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namespace test
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{
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namespace validation
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{
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namespace
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{
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RelativeTolerance<float> tolerance_rel_high_error(0.05f);
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RelativeTolerance<float> tolerance_rel_low_error(0.0005f);
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AbsoluteTolerance<float> tolerance_rel_high_error_f32(0.01f);
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AbsoluteTolerance<float> tolerance_rel_low_error_f32(0.00001f);
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AbsoluteTolerance<float> tolerance_rel_high_error_f16(0.1f);
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AbsoluteTolerance<float> tolerance_rel_low_error_f16(0.01f);
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} // namespace
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TEST_SUITE(CL)
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TEST_SUITE(MeanStdDev)
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// *INDENT-OFF*
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// clang-format off
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DATA_TEST_CASE(Validate, framework::DatasetMode::ALL, zip(
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framework::dataset::make("InputInfo", { TensorInfo(TensorShape(16U, 16U), 1, DataType::F32), // Wrong input data type
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TensorInfo(TensorShape(16U, 5U, 16U), 1, DataType::U8), // Invalid shape
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TensorInfo(TensorShape(16U, 16U), 1, DataType::U8), // Valid
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}),
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framework::dataset::make("Expected", { false, false, true })),
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input_info, expected)
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{
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ARM_COMPUTE_EXPECT(bool(CLMeanStdDev::validate(&input_info.clone()->set_is_resizable(false), nullptr, nullptr)) == expected, framework::LogLevel::ERRORS);
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}
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// clang-format on
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// *INDENT-ON*
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template <typename T>
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using CLMeanStdDevFixture = MeanStdDevValidationFixture<CLTensor, CLAccessor, CLMeanStdDev, T>;
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TEST_SUITE(U8)
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FIXTURE_DATA_TEST_CASE(RunSmall, CLMeanStdDevFixture<uint8_t>, framework::DatasetMode::PRECOMMIT, combine(datasets::Small2DShapes(), framework::dataset::make("DataType",
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DataType::U8)))
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{
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// Validate mean output
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validate(_target.first, _reference.first);
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// Validate std_dev output
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validate(_target.second, _reference.second, tolerance_rel_high_error);
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}
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FIXTURE_DATA_TEST_CASE(RunLarge, CLMeanStdDevFixture<uint8_t>, framework::DatasetMode::NIGHTLY, combine(datasets::Large2DShapes(), framework::dataset::make("DataType",
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DataType::U8)))
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{
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// Validate mean output
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validate(_target.first, _reference.first, tolerance_rel_low_error);
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// Validate std_dev output
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validate(_target.second, _reference.second, tolerance_rel_high_error);
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}
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TEST_SUITE_END() // U8
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TEST_SUITE(F16)
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FIXTURE_DATA_TEST_CASE(RunSmall, CLMeanStdDevFixture<half>, framework::DatasetMode::ALL, combine(datasets::Small2DShapes(), framework::dataset::make("DataType",
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DataType::F16)))
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{
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// Validate mean output
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validate(_target.first, _reference.first, tolerance_rel_low_error_f16);
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// Validate std_dev output
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validate(_target.second, _reference.second, tolerance_rel_high_error_f16);
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}
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TEST_SUITE_END() // F16
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TEST_SUITE(F32)
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FIXTURE_DATA_TEST_CASE(RunSmall, CLMeanStdDevFixture<float>, framework::DatasetMode::PRECOMMIT, combine(datasets::Small2DShapes(), framework::dataset::make("DataType",
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DataType::F32)))
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{
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// Validate mean output
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validate(_target.first, _reference.first, tolerance_rel_low_error_f32);
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// Validate std_dev output
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validate(_target.second, _reference.second, tolerance_rel_high_error_f32);
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}
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FIXTURE_DATA_TEST_CASE(RunLarge, CLMeanStdDevFixture<float>, framework::DatasetMode::NIGHTLY, combine(datasets::Large2DShapes(), framework::dataset::make("DataType",
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DataType::F32)))
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{
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// Validate mean output
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validate(_target.first, _reference.first, tolerance_rel_low_error_f32);
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// Validate std_dev output
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validate(_target.second, _reference.second, tolerance_rel_high_error_f32);
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}
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TEST_SUITE_END() // F32
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TEST_SUITE_END() // MeanStdDev
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TEST_SUITE_END() // CL
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} // namespace validation
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} // namespace test
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} // namespace arm_compute
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