From 4bd2cb8aec96de89eb9cf652b83298bf89486bca Mon Sep 17 00:00:00 2001 From: Abe Mbise Date: Wed, 27 Sep 2017 18:39:19 +0100 Subject: COMPMID-511: Port FixedPoint arithmetic to new validation Change-Id: Iae85c195a4ecdaf6df1d0055f3ad09582d128dc1 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/88669 Reviewed-by: Pablo Tello Tested-by: Kaizen --- tests/validation/NEON/FixedPoint/FixedPoint.cpp | 159 ++++++++++++++++++++++++ 1 file changed, 159 insertions(+) create mode 100644 tests/validation/NEON/FixedPoint/FixedPoint.cpp (limited to 'tests/validation/NEON/FixedPoint/FixedPoint.cpp') diff --git a/tests/validation/NEON/FixedPoint/FixedPoint.cpp b/tests/validation/NEON/FixedPoint/FixedPoint.cpp new file mode 100644 index 0000000000..3b25b0524b --- /dev/null +++ b/tests/validation/NEON/FixedPoint/FixedPoint.cpp @@ -0,0 +1,159 @@ +/* + * 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 "FixedPointTarget.h" + +#include "arm_compute/core/Types.h" +#include "arm_compute/runtime/Tensor.h" +#include "arm_compute/runtime/TensorAllocator.h" +#include "tests/NEON/Accessor.h" +#include "tests/PaddingCalculator.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/FixedPointFixture.h" + +namespace arm_compute +{ +namespace test +{ +namespace validation +{ +namespace +{ +constexpr AbsoluteTolerance tolerance_exp_qs8(0.0f); /**< Tolerance value for comparing reference's output against implementation's output (exponential) for DataType::QS8 */ +constexpr AbsoluteTolerance tolerance_exp_qs16(1.0f); /**< Tolerance value for comparing reference's output against implementation's output (exponential) for DataType::QS16 */ +constexpr AbsoluteTolerance tolerance_invsqrt_qs8(4.0f); /**< Tolerance value for comparing reference's output against implementation's output (inverse square-root) for DataType::QS8 */ +constexpr AbsoluteTolerance tolerance_invsqrt_qs16(5.0f); /**< Tolerance value for comparing reference's output against implementation's output (inverse square-root) for DataType::QS16 */ +constexpr AbsoluteTolerance tolerance_log_qs8(5.0f); /**< Tolerance value for comparing reference's output against implementation's output (logarithm) for DataType::QS8 */ +constexpr AbsoluteTolerance tolerance_log_qs16(7.0f); /**< Tolerance value for comparing reference's output against implementation's output (logarithm) for DataType::QS16 */ +constexpr AbsoluteTolerance tolerance_reciprocal_qs8(3); /**< Tolerance value for comparing reference's output against implementation's output (reciprocal) for DataType::QS8 */ +constexpr AbsoluteTolerance tolerance_reciprocal_qs16(11.0f); /**< Tolerance value for comparing reference's output against implementation's output (reciprocal) for DataType::QS16 */ +} // namespace + +TEST_SUITE(NEON) +TEST_SUITE(FixedPoint) +template +using NEFixedPointFixture = FixedPointValidationFixture; + +TEST_SUITE(QS8) +TEST_SUITE(Exp) + +FIXTURE_DATA_TEST_CASE(RunSmall, NEFixedPointFixture, framework::DatasetMode::ALL, combine(combine(combine(datasets::Small1DShape(), framework::dataset::make("DataType", + DataType::QS8)), + framework::dataset::make("FixedPointOp", FixedPointOp::EXP)), + framework::dataset::make("FractionalBits", 1, 7))) +{ + // Validate output + validate(Accessor(_target), _reference, tolerance_exp_qs8, 0); +} +TEST_SUITE_END() + +TEST_SUITE(Invsqrt) +FIXTURE_DATA_TEST_CASE(RunSmall, NEFixedPointFixture, framework::DatasetMode::ALL, combine(combine(combine(datasets::Small1DShape(), framework::dataset::make("DataType", + DataType::QS8)), + framework::dataset::make("FixedPointOp", FixedPointOp::INV_SQRT)), + framework::dataset::make("FractionalBits", 1, 6))) +{ + // Validate output + validate(Accessor(_target), _reference, tolerance_invsqrt_qs8, 0); +} +TEST_SUITE_END() + +TEST_SUITE(Log) +FIXTURE_DATA_TEST_CASE(RunSmall, NEFixedPointFixture, framework::DatasetMode::ALL, combine(combine(combine(datasets::Small1DShape(), framework::dataset::make("DataType", + DataType::QS8)), + framework::dataset::make("FixedPointOp", FixedPointOp::LOG)), + framework::dataset::make("FractionalBits", 3, 6))) +{ + // Validate output + validate(Accessor(_target), _reference, tolerance_log_qs8, 0); +} +TEST_SUITE_END() + +TEST_SUITE(Reciprocal) +FIXTURE_DATA_TEST_CASE(RunSmall, NEFixedPointFixture, framework::DatasetMode::ALL, combine(combine(combine(datasets::Small1DShape(), framework::dataset::make("DataType", + DataType::QS8)), + framework::dataset::make("FixedPointOp", FixedPointOp::RECIPROCAL)), + framework::dataset::make("FractionalBits", 1, 6))) +{ + // Validate output + validate(Accessor(_target), _reference, tolerance_reciprocal_qs8, 0); +} +TEST_SUITE_END() +TEST_SUITE_END() + +TEST_SUITE(QS16) +TEST_SUITE(Exp) +FIXTURE_DATA_TEST_CASE(RunSmall, NEFixedPointFixture, framework::DatasetMode::ALL, combine(combine(combine(datasets::Small1DShape(), framework::dataset::make("DataType", + DataType::QS16)), + framework::dataset::make("FixedPointOp", FixedPointOp::EXP)), + framework::dataset::make("FractionalBits", 1, 15))) +{ + // Validate output + validate(Accessor(_target), _reference, tolerance_exp_qs16, 0); +} +TEST_SUITE_END() + +TEST_SUITE(Invsqrt) +FIXTURE_DATA_TEST_CASE(RunSmall, NEFixedPointFixture, framework::DatasetMode::ALL, combine(combine(combine(framework::dataset::make("Shape", TensorShape(8192U)), + framework::dataset::make("DataType", + DataType::QS16)), + framework::dataset::make("FixedPointOp", FixedPointOp::INV_SQRT)), + framework::dataset::make("FractionalBits", 1, 14))) +{ + // Validate output + validate(Accessor(_target), _reference, tolerance_invsqrt_qs16, 0); +} +TEST_SUITE_END() + +TEST_SUITE(Log) +FIXTURE_DATA_TEST_CASE(RunSmall, NEFixedPointFixture, framework::DatasetMode::ALL, combine(combine(combine(datasets::Small1DShape(), framework::dataset::make("DataType", + DataType::QS16)), + framework::dataset::make("FixedPointOp", FixedPointOp::LOG)), + framework::dataset::make("FractionalBits", 4, 14))) +{ + // Validate output + validate(Accessor(_target), _reference, tolerance_log_qs16, 0); +} +TEST_SUITE_END() + +TEST_SUITE(Reciprocal) +FIXTURE_DATA_TEST_CASE(RunSmall, NEFixedPointFixture, framework::DatasetMode::ALL, combine(combine(combine(datasets::Small1DShape(), framework::dataset::make("DataType", + DataType::QS16)), + framework::dataset::make("FixedPointOp", FixedPointOp::RECIPROCAL)), + framework::dataset::make("FractionalBits", 1, 14))) +{ + // Validate output + validate(Accessor(_target), _reference, tolerance_reciprocal_qs16, 0); +} +TEST_SUITE_END() +TEST_SUITE_END() + +TEST_SUITE_END() +TEST_SUITE_END() +} // namespace validation +} // namespace test +} // namespace arm_compute -- cgit v1.2.1