| /* |
| * 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<float> tolerance_exp_qs8(0.0f); /**< Tolerance value for comparing reference's output against implementation's output (exponential) for DataType::QS8 */ |
| constexpr AbsoluteTolerance<float> tolerance_exp_qs16(1.0f); /**< Tolerance value for comparing reference's output against implementation's output (exponential) for DataType::QS16 */ |
| constexpr AbsoluteTolerance<float> tolerance_invsqrt_qs8(4.0f); /**< Tolerance value for comparing reference's output against implementation's output (inverse square-root) for DataType::QS8 */ |
| constexpr AbsoluteTolerance<float> tolerance_invsqrt_qs16(5.0f); /**< Tolerance value for comparing reference's output against implementation's output (inverse square-root) for DataType::QS16 */ |
| constexpr AbsoluteTolerance<float> tolerance_log_qs8(5.0f); /**< Tolerance value for comparing reference's output against implementation's output (logarithm) for DataType::QS8 */ |
| constexpr AbsoluteTolerance<float> tolerance_log_qs16(7.0f); /**< Tolerance value for comparing reference's output against implementation's output (logarithm) for DataType::QS16 */ |
| constexpr AbsoluteTolerance<float> tolerance_reciprocal_qs8(3); /**< Tolerance value for comparing reference's output against implementation's output (reciprocal) for DataType::QS8 */ |
| constexpr AbsoluteTolerance<float> 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 <typename T> |
| using NEFixedPointFixture = FixedPointValidationFixture<Tensor, Accessor, T>; |
| |
| TEST_SUITE(QS8) |
| TEST_SUITE(Exp) |
| |
| FIXTURE_DATA_TEST_CASE(RunSmall, NEFixedPointFixture<int8_t>, 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<int8_t>, 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<int8_t>, 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<int8_t>, 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<int16_t>, 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<int16_t>, 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<int16_t>, 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<int16_t>, 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 |