From a09de0c8b2ed0f1481502d3b023375609362d9e3 Mon Sep 17 00:00:00 2001 From: Moritz Pflanzer Date: Fri, 1 Sep 2017 20:41:12 +0100 Subject: COMPMID-415: Rename and move tests The boost validation is now "standalone" in validation_old and builds as arm_compute_validation_old. The new validation builds now as arm_compute_validation. Change-Id: Ib93ba848a25680ac60afb92b461d574a0757150d Reviewed-on: http://mpd-gerrit.cambridge.arm.com/86187 Tested-by: Kaizen Reviewed-by: Anthony Barbier --- tests/validation/CL/PoolingLayer.cpp | 142 +++++++++++++++++++++++++++++++++++ 1 file changed, 142 insertions(+) create mode 100644 tests/validation/CL/PoolingLayer.cpp (limited to 'tests/validation/CL/PoolingLayer.cpp') diff --git a/tests/validation/CL/PoolingLayer.cpp b/tests/validation/CL/PoolingLayer.cpp new file mode 100644 index 0000000000..24380cb1f0 --- /dev/null +++ b/tests/validation/CL/PoolingLayer.cpp @@ -0,0 +1,142 @@ +/* + * Copyright (c) 2017 ARM Limited. + * + * SPDX-License-Identifier: MIT + * + * Permission is hereby granted, free of charge, to any person obtaining a copy + * of this software and associated documentation files (the "Software"), to + * deal in the Software without restriction, including without limitation the + * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or + * sell copies of the Software, and to permit persons to whom the Software is + * furnished to do so, subject to the following conditions: + * + * The above copyright notice and this permission notice shall be included in all + * copies or substantial portions of the Software. + * + * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR + * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, + * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE + * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER + * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, + * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE + * SOFTWARE. + */ +#include "arm_compute/core/Types.h" +#include "arm_compute/runtime/CL/CLTensor.h" +#include "arm_compute/runtime/CL/CLTensorAllocator.h" +#include "arm_compute/runtime/CL/functions/CLPoolingLayer.h" +#include "tests/CL/CLAccessor.h" +#include "tests/PaddingCalculator.h" +#include "tests/datasets/PoolingTypesDataset.h" +#include "tests/datasets/ShapeDatasets.h" +#include "tests/framework/Asserts.h" +#include "tests/framework/Macros.h" +#include "tests/framework/datasets/Datasets.h" +#include "tests/validation/Validation.h" +#include "tests/validation/fixtures/PoolingLayerFixture.h" +#include "tests/validation/half.h" + +namespace arm_compute +{ +namespace test +{ +namespace validation +{ +namespace +{ +/** Input data set for float data types */ +const auto PoolingLayerDatasetFP = combine(combine(datasets::PoolingTypes(), framework::dataset::make("PoolingSize", { 2, 3, 7 })), + framework::dataset::make("PadStride", { PadStrideInfo(1, 1, 0, 0), PadStrideInfo(2, 1, 0, 0), PadStrideInfo(1, 2, 1, 1), PadStrideInfo(2, 2, 1, 0) })); + +/** Input data set for quantized data types */ +const auto PoolingLayerDatasetQS = combine(combine(datasets::PoolingTypes(), framework::dataset::make("PoolingSize", { 2, 3 })), + framework::dataset::make("PadStride", { PadStrideInfo(1, 1, 0, 0), PadStrideInfo(2, 1, 0, 0), PadStrideInfo(1, 2, 1, 1), PadStrideInfo(2, 2, 1, 0) })); + +constexpr AbsoluteTolerance tolerance_f32(0.001f); /**< Tolerance value for comparing reference's output against implementation's output for float types */ +constexpr AbsoluteTolerance tolerance_f16(0.01f); /**< Tolerance value for comparing reference's output against implementation's output for float types */ +constexpr AbsoluteTolerance tolerance_qs8(3); /**< Tolerance value for comparing reference's output against implementation's output for quantized input */ +constexpr AbsoluteTolerance tolerance_qs16(6); /**< Tolerance value for comparing reference's output against implementation's output for quantized input */ +} // namespace + +TEST_SUITE(CL) +TEST_SUITE(PoolingLayer) + +template +using CLPoolingLayerFixture = PoolingLayerValidationFixture; + +TEST_SUITE(Float) +TEST_SUITE(FP32) +FIXTURE_DATA_TEST_CASE(RunSmall, CLPoolingLayerFixture, framework::DatasetMode::ALL, combine(datasets::SmallShapes(), combine(PoolingLayerDatasetFP, framework::dataset::make("DataType", + DataType::F32)))) +{ + // Validate output + validate(CLAccessor(_target), _reference, tolerance_f32); +} +FIXTURE_DATA_TEST_CASE(RunLarge, CLPoolingLayerFixture, framework::DatasetMode::NIGHTLY, combine(datasets::LargeShapes(), combine(PoolingLayerDatasetFP, framework::dataset::make("DataType", + DataType::F32)))) +{ + // Validate output + validate(CLAccessor(_target), _reference, tolerance_f32); +} +TEST_SUITE_END() + +TEST_SUITE(FP16) +FIXTURE_DATA_TEST_CASE(RunSmall, CLPoolingLayerFixture, framework::DatasetMode::ALL, combine(datasets::SmallShapes(), combine(PoolingLayerDatasetFP, + framework::dataset::make("DataType", DataType::F16)))) +{ + // Validate output + validate(CLAccessor(_target), _reference, tolerance_f16); +} +FIXTURE_DATA_TEST_CASE(RunLarge, CLPoolingLayerFixture, framework::DatasetMode::NIGHTLY, combine(datasets::LargeShapes(), combine(PoolingLayerDatasetFP, + framework::dataset::make("DataType", DataType::F16)))) +{ + // Validate output + validate(CLAccessor(_target), _reference, tolerance_f16); +} +TEST_SUITE_END() +TEST_SUITE_END() + +template +using CLPoolingLayerFixedPointFixture = PoolingLayerValidationFixedPointFixture; + +TEST_SUITE(Quantized) +TEST_SUITE(QS8) +FIXTURE_DATA_TEST_CASE(RunSmall, CLPoolingLayerFixedPointFixture, framework::DatasetMode::ALL, combine(combine(datasets::SmallShapes(), combine(PoolingLayerDatasetQS, + framework::dataset::make("DataType", DataType::QS8))), + framework::dataset::make("FractionalBits", 1, 4))) +{ + // Validate output + validate(CLAccessor(_target), _reference, tolerance_qs8); +} +FIXTURE_DATA_TEST_CASE(RunLarge, CLPoolingLayerFixedPointFixture, framework::DatasetMode::NIGHTLY, combine(combine(datasets::LargeShapes(), combine(PoolingLayerDatasetQS, + framework::dataset::make("DataType", DataType::QS8))), + framework::dataset::make("FractionalBits", 1, 4))) +{ + // Validate output + validate(CLAccessor(_target), _reference, tolerance_qs8); +} +TEST_SUITE_END() + +TEST_SUITE(QS16) +FIXTURE_DATA_TEST_CASE(RunSmall, CLPoolingLayerFixedPointFixture, framework::DatasetMode::ALL, combine(combine(datasets::SmallShapes(), combine(PoolingLayerDatasetQS, + framework::dataset::make("DataType", DataType::QS16))), + framework::dataset::make("FractionalBits", 1, 12))) +{ + // Validate output + validate(CLAccessor(_target), _reference, tolerance_qs16); +} +FIXTURE_DATA_TEST_CASE(RunLarge, CLPoolingLayerFixedPointFixture, framework::DatasetMode::NIGHTLY, combine(combine(datasets::LargeShapes(), combine(PoolingLayerDatasetQS, + framework::dataset::make("DataType", DataType::QS16))), + framework::dataset::make("FractionalBits", 1, 12))) +{ + // Validate output + validate(CLAccessor(_target), _reference, tolerance_qs16); +} +TEST_SUITE_END() +TEST_SUITE_END() + +TEST_SUITE_END() +TEST_SUITE_END() +} // namespace validation +} // namespace test +} // namespace arm_compute -- cgit v1.2.1