/* * Copyright (c) 2018 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 CONCLCTION 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/CLCast.h" #include "tests/CL/CLAccessor.h" #include "tests/PaddingCalculator.h" #include "tests/datasets/ConvertPolicyDataset.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/CastFixture.h" namespace arm_compute { namespace test { namespace validation { namespace { // Tolerance constexpr AbsoluteTolerance one_tolerance(1); constexpr AbsoluteTolerance zero_tolerance(0); /** Input data sets **/ // U8 const auto CastU8toS8Dataset = combine(framework::dataset::make("DataType", DataType::U8), framework::dataset::make("DataType", DataType::S8)); const auto CastU8toU16Dataset = combine(framework::dataset::make("DataType", DataType::U8), framework::dataset::make("DataType", DataType::U16)); const auto CastU8toS16Dataset = combine(framework::dataset::make("DataType", DataType::U8), framework::dataset::make("DataType", DataType::S16)); const auto CastU8toU32Dataset = combine(framework::dataset::make("DataType", DataType::U8), framework::dataset::make("DataType", DataType::U32)); const auto CastU8toS32Dataset = combine(framework::dataset::make("DataType", DataType::U8), framework::dataset::make("DataType", DataType::S32)); const auto CastU8toF16Dataset = combine(framework::dataset::make("DataType", DataType::U8), framework::dataset::make("DataType", DataType::F16)); const auto CastU8toF32Dataset = combine(framework::dataset::make("DataType", DataType::U8), framework::dataset::make("DataType", DataType::F32)); // S8 const auto CastS8toU8Dataset = combine(framework::dataset::make("DataType", DataType::S8), framework::dataset::make("DataType", DataType::U8)); const auto CastS8toU16Dataset = combine(framework::dataset::make("DataType", DataType::S8), framework::dataset::make("DataType", DataType::U16)); const auto CastS8toS16Dataset = combine(framework::dataset::make("DataType", DataType::S8), framework::dataset::make("DataType", DataType::S16)); const auto CastS8toU32Dataset = combine(framework::dataset::make("DataType", DataType::S8), framework::dataset::make("DataType", DataType::U32)); const auto CastS8toS32Dataset = combine(framework::dataset::make("DataType", DataType::S8), framework::dataset::make("DataType", DataType::S32)); const auto CastS8toF16Dataset = combine(framework::dataset::make("DataType", DataType::S8), framework::dataset::make("DataType", DataType::F16)); const auto CastS8toF32Dataset = combine(framework::dataset::make("DataType", DataType::S8), framework::dataset::make("DataType", DataType::F32)); // U16 const auto CastU16toU8Dataset = combine(framework::dataset::make("DataType", DataType::U16), framework::dataset::make("DataType", DataType::U8)); const auto CastU16toS8Dataset = combine(framework::dataset::make("DataType", DataType::U16), framework::dataset::make("DataType", DataType::S8)); const auto CastU16toS16Dataset = combine(framework::dataset::make("DataType", DataType::U16), framework::dataset::make("DataType", DataType::S16)); const auto CastU16toU32Dataset = combine(framework::dataset::make("DataType", DataType::U16), framework::dataset::make("DataType", DataType::U32)); const auto CastU16toS32Dataset = combine(framework::dataset::make("DataType", DataType::U16), framework::dataset::make("DataType", DataType::S32)); const auto CastU16toF16Dataset = combine(framework::dataset::make("DataType", DataType::U16), framework::dataset::make("DataType", DataType::F16)); const auto CastU16toF32Dataset = combine(framework::dataset::make("DataType", DataType::U16), framework::dataset::make("DataType", DataType::F32)); // S16 const auto CastS16toU8Dataset = combine(framework::dataset::make("DataType", DataType::S16), framework::dataset::make("DataType", DataType::U8)); const auto CastS16toS8Dataset = combine(framework::dataset::make("DataType", DataType::S16), framework::dataset::make("DataType", DataType::S8)); const auto CastS16toU16Dataset = combine(framework::dataset::make("DataType", DataType::S16), framework::dataset::make("DataType", DataType::U16)); const auto CastS16toU32Dataset = combine(framework::dataset::make("DataType", DataType::S16), framework::dataset::make("DataType", DataType::U32)); const auto CastS16toS32Dataset = combine(framework::dataset::make("DataType", DataType::S16), framework::dataset::make("DataType", DataType::S32)); const auto CastS16toF16Dataset = combine(framework::dataset::make("DataType", DataType::S16), framework::dataset::make("DataType", DataType::F16)); const auto CastS16toF32Dataset = combine(framework::dataset::make("DataType", DataType::S16), framework::dataset::make("DataType", DataType::F32)); // U32 const auto CastU32toU8Dataset = combine(framework::dataset::make("DataType", DataType::U32), framework::dataset::make("DataType", DataType::U8)); const auto CastU32toS8Dataset = combine(framework::dataset::make("DataType", DataType::U32), framework::dataset::make("DataType", DataType::S8)); const auto CastU32toU16Dataset = combine(framework::dataset::make("DataType", DataType::U32), framework::dataset::make("DataType", DataType::U16)); const auto CastU32toS16Dataset = combine(framework::dataset::make("DataType", DataType::U32), framework::dataset::make("DataType", DataType::S16)); const auto CastU32toS32Dataset = combine(framework::dataset::make("DataType", DataType::U32), framework::dataset::make("DataType", DataType::S32)); const auto CastU32toF16Dataset = combine(framework::dataset::make("DataType", DataType::U32), framework::dataset::make("DataType", DataType::F16)); const auto CastU32toF32Dataset = combine(framework::dataset::make("DataType", DataType::U32), framework::dataset::make("DataType", DataType::F32)); // S32 const auto CastS32toU8Dataset = combine(framework::dataset::make("DataType", DataType::S32), framework::dataset::make("DataType", DataType::U8)); const auto CastS32toS8Dataset = combine(framework::dataset::make("DataType", DataType::S32), framework::dataset::make("DataType", DataType::S8)); const auto CastS32toU16Dataset = combine(framework::dataset::make("DataType", DataType::S32), framework::dataset::make("DataType", DataType::U16)); const auto CastS32toS16Dataset = combine(framework::dataset::make("DataType", DataType::S32), framework::dataset::make("DataType", DataType::S16)); const auto CastS32toU32Dataset = combine(framework::dataset::make("DataType", DataType::S32), framework::dataset::make("DataType", DataType::U32)); const auto CastS32toF16Dataset = combine(framework::dataset::make("DataType", DataType::S32), framework::dataset::make("DataType", DataType::F16)); const auto CastS32toF32Dataset = combine(framework::dataset::make("DataType", DataType::S32), framework::dataset::make("DataType", DataType::F32)); // F16 const auto CastF16toU8Dataset = combine(framework::dataset::make("DataType", DataType::F16), framework::dataset::make("DataType", DataType::U8)); const auto CastF16toS8Dataset = combine(framework::dataset::make("DataType", DataType::F16), framework::dataset::make("DataType", DataType::S8)); const auto CastF16toU16Dataset = combine(framework::dataset::make("DataType", DataType::F16), framework::dataset::make("DataType", DataType::U16)); const auto CastF16toS16Dataset = combine(framework::dataset::make("DataType", DataType::F16), framework::dataset::make("DataType", DataType::S16)); const auto CastF16toU32Dataset = combine(framework::dataset::make("DataType", DataType::F16), framework::dataset::make("DataType", DataType::U32)); const auto CastF16toS32Dataset = combine(framework::dataset::make("DataType", DataType::F16), framework::dataset::make("DataType", DataType::S32)); const auto CastF16toF32Dataset = combine(framework::dataset::make("DataType", DataType::F16), framework::dataset::make("DataType", DataType::F32)); // F32 const auto CastF32toU8Dataset = combine(framework::dataset::make("DataType", DataType::F32), framework::dataset::make("DataType", DataType::U8)); const auto CastF32toS8Dataset = combine(framework::dataset::make("DataType", DataType::F32), framework::dataset::make("DataType", DataType::S8)); const auto CastF32toU16Dataset = combine(framework::dataset::make("DataType", DataType::F32), framework::dataset::make("DataType", DataType::U16)); const auto CastF32toS16Dataset = combine(framework::dataset::make("DataType", DataType::F32), framework::dataset::make("DataType", DataType::S16)); const auto CastF32toU32Dataset = combine(framework::dataset::make("DataType", DataType::F32), framework::dataset::make("DataType", DataType::U32)); const auto CastF32toS32Dataset = combine(framework::dataset::make("DataType", DataType::F32), framework::dataset::make("DataType", DataType::S32)); const auto CastF32toF16Dataset = combine(framework::dataset::make("DataType", DataType::F32), framework::dataset::make("DataType", DataType::F16)); } // namespace TEST_SUITE(CL) TEST_SUITE(Cast) template using CLCastToU8Fixture = CastValidationFixture; template using CLCastToS8Fixture = CastValidationFixture; template using CLCastToU16Fixture = CastValidationFixture; template using CLCastToS16Fixture = CastValidationFixture; template using CLCastToU32Fixture = CastValidationFixture; template using CLCastToS32Fixture = CastValidationFixture; template using CLCastToF16Fixture = CastValidationFixture; template using CLCastToF32Fixture = CastValidationFixture; #define CAST_SUITE(NAME, idt, odt, type, dataset, tolerance) \ TEST_SUITE(NAME) \ DATA_TEST_CASE(Configuration, framework::DatasetMode::ALL, combine(datasets::SmallShapes(), datasets::ConvertPolicies()), \ shape, policy) \ { \ CLTensor src = create_tensor(shape, idt, 1); \ CLTensor dst = create_tensor(shape, odt, 1); \ \ CLCast cast; \ cast.configure(&src, &dst, policy); \ \ const ValidRegion valid_region = shape_to_valid_region(shape); \ validate(dst.info()->valid_region(), valid_region); \ \ const PaddingSize padding = PaddingCalculator(shape.x(), 16).required_padding(); \ validate(src.info()->padding(), padding); \ validate(dst.info()->padding(), padding); \ } \ FIXTURE_DATA_TEST_CASE(RunSmall, type, framework::DatasetMode::PRECOMMIT, combine(combine(datasets::SmallShapes(), dataset), \ datasets::ConvertPolicies())) \ { \ validate(CLAccessor(_target), _reference, tolerance); \ } \ TEST_SUITE_END() // U8 CAST_SUITE(U8_to_S8, DataType::U8, DataType::S8, CLCastToS8Fixture, CastU8toS8Dataset, zero_tolerance) CAST_SUITE(U8_to_U16, DataType::U8, DataType::U16, CLCastToU16Fixture, CastU8toU16Dataset, zero_tolerance) CAST_SUITE(U8_to_S16, DataType::U8, DataType::S16, CLCastToS16Fixture, CastU8toS16Dataset, zero_tolerance) CAST_SUITE(U8_to_U32, DataType::U8, DataType::U32, CLCastToU32Fixture, CastU8toU32Dataset, zero_tolerance) CAST_SUITE(U8_to_S32, DataType::U8, DataType::S32, CLCastToS32Fixture, CastU8toS32Dataset, zero_tolerance) CAST_SUITE(U8_to_F16, DataType::U8, DataType::F16, CLCastToF16Fixture, CastU8toF16Dataset, zero_tolerance) CAST_SUITE(U8_to_F32, DataType::U8, DataType::F32, CLCastToF32Fixture, CastU8toF32Dataset, zero_tolerance) // S8 CAST_SUITE(S8_to_U8, DataType::S8, DataType::U8, CLCastToU8Fixture, CastS8toU8Dataset, zero_tolerance) CAST_SUITE(S8_to_U16, DataType::S8, DataType::U16, CLCastToU16Fixture, CastS8toU16Dataset, zero_tolerance) CAST_SUITE(S8_to_S16, DataType::S8, DataType::S16, CLCastToS16Fixture, CastS8toS16Dataset, zero_tolerance) CAST_SUITE(S8_to_U32, DataType::S8, DataType::U32, CLCastToU32Fixture, CastS8toU32Dataset, zero_tolerance) CAST_SUITE(S8_to_S32, DataType::S8, DataType::S32, CLCastToS32Fixture, CastS8toS32Dataset, zero_tolerance) CAST_SUITE(S8_to_F16, DataType::S8, DataType::F16, CLCastToF16Fixture, CastS8toF16Dataset, zero_tolerance) CAST_SUITE(S8_to_F32, DataType::S8, DataType::F32, CLCastToF32Fixture, CastS8toF32Dataset, zero_tolerance) // U16 CAST_SUITE(U16_to_U8, DataType::U16, DataType::U8, CLCastToU8Fixture, CastU16toU8Dataset, zero_tolerance) CAST_SUITE(U16_to_S8, DataType::U16, DataType::S8, CLCastToS8Fixture, CastU16toS8Dataset, zero_tolerance) CAST_SUITE(U16_to_S16, DataType::U16, DataType::S16, CLCastToS16Fixture, CastU16toS16Dataset, zero_tolerance) CAST_SUITE(U16_to_U32, DataType::U16, DataType::U32, CLCastToU32Fixture, CastU16toU32Dataset, zero_tolerance) CAST_SUITE(U16_to_S32, DataType::U16, DataType::S32, CLCastToS32Fixture, CastU16toS32Dataset, zero_tolerance) CAST_SUITE(U16_to_F16, DataType::U16, DataType::F16, CLCastToF16Fixture, CastU16toF16Dataset, zero_tolerance) CAST_SUITE(U16_to_F32, DataType::U16, DataType::F32, CLCastToF32Fixture, CastU16toF32Dataset, zero_tolerance) // S16 CAST_SUITE(S16_to_U8, DataType::S16, DataType::U8, CLCastToU8Fixture, CastS16toU8Dataset, zero_tolerance) CAST_SUITE(S16_to_S8, DataType::S16, DataType::S8, CLCastToS8Fixture, CastS16toS8Dataset, zero_tolerance) CAST_SUITE(S16_to_U16, DataType::S16, DataType::U16, CLCastToU16Fixture, CastS16toU16Dataset, zero_tolerance) CAST_SUITE(S16_to_U32, DataType::S16, DataType::U32, CLCastToU32Fixture, CastS16toU32Dataset, zero_tolerance) CAST_SUITE(S16_to_S32, DataType::S16, DataType::S32, CLCastToS32Fixture, CastS16toS32Dataset, zero_tolerance) CAST_SUITE(S16_to_F16, DataType::S16, DataType::F16, CLCastToF16Fixture, CastS16toF16Dataset, zero_tolerance) CAST_SUITE(S16_to_F32, DataType::S16, DataType::F32, CLCastToF32Fixture, CastS16toF32Dataset, zero_tolerance) // U32 CAST_SUITE(U32_to_U8, DataType::U32, DataType::U8, CLCastToU8Fixture, CastU32toU8Dataset, zero_tolerance) CAST_SUITE(U32_to_S8, DataType::U32, DataType::S8, CLCastToS8Fixture, CastU32toS8Dataset, zero_tolerance) CAST_SUITE(U32_to_U16, DataType::U32, DataType::U16, CLCastToU16Fixture, CastU32toU16Dataset, zero_tolerance) CAST_SUITE(U32_to_S16, DataType::U32, DataType::S16, CLCastToS16Fixture, CastU32toS16Dataset, zero_tolerance) CAST_SUITE(U32_to_S32, DataType::U32, DataType::S32, CLCastToS32Fixture, CastU32toS32Dataset, zero_tolerance) CAST_SUITE(U32_to_F16, DataType::U32, DataType::F16, CLCastToF16Fixture, CastU32toF16Dataset, zero_tolerance) CAST_SUITE(U32_to_F32, DataType::U32, DataType::F32, CLCastToF32Fixture, CastU32toF32Dataset, zero_tolerance) // S32 CAST_SUITE(S32_to_U8, DataType::S32, DataType::U8, CLCastToU8Fixture, CastS32toU8Dataset, zero_tolerance) CAST_SUITE(S32_to_S8, DataType::S32, DataType::S8, CLCastToS8Fixture, CastS32toS8Dataset, zero_tolerance) CAST_SUITE(S32_to_U16, DataType::S32, DataType::U16, CLCastToU16Fixture, CastS32toU16Dataset, zero_tolerance) CAST_SUITE(S32_to_S16, DataType::S32, DataType::S16, CLCastToS16Fixture, CastS32toS16Dataset, zero_tolerance) CAST_SUITE(S32_to_U32, DataType::S32, DataType::U32, CLCastToU32Fixture, CastS32toU32Dataset, zero_tolerance) CAST_SUITE(S32_to_F16, DataType::S32, DataType::F16, CLCastToF16Fixture, CastS32toF16Dataset, zero_tolerance) CAST_SUITE(S32_to_F32, DataType::S32, DataType::F32, CLCastToF32Fixture, CastS32toF32Dataset, zero_tolerance) // F16 CAST_SUITE(F16_to_U8, DataType::F16, DataType::U8, CLCastToU8Fixture, CastF16toU8Dataset, one_tolerance) CAST_SUITE(F16_to_S8, DataType::F16, DataType::S8, CLCastToS8Fixture, CastF16toS8Dataset, one_tolerance) CAST_SUITE(F16_to_U16, DataType::F16, DataType::U16, CLCastToU16Fixture, CastF16toU16Dataset, one_tolerance) CAST_SUITE(F16_to_S16, DataType::F16, DataType::S16, CLCastToS16Fixture, CastF16toS16Dataset, one_tolerance) CAST_SUITE(F16_to_U32, DataType::F16, DataType::U32, CLCastToU32Fixture, CastF16toU32Dataset, one_tolerance) CAST_SUITE(F16_to_S32, DataType::F16, DataType::S32, CLCastToS32Fixture, CastF16toS32Dataset, one_tolerance) CAST_SUITE(F16_to_F32, DataType::F16, DataType::F32, CLCastToF32Fixture, CastF16toF32Dataset, zero_tolerance) // F32 CAST_SUITE(F32_to_U8, DataType::F32, DataType::U8, CLCastToU8Fixture, CastF32toU8Dataset, one_tolerance) CAST_SUITE(F32_to_S8, DataType::F32, DataType::S8, CLCastToS8Fixture, CastF32toS8Dataset, one_tolerance) CAST_SUITE(F32_to_U16, DataType::F32, DataType::U16, CLCastToU16Fixture, CastF32toU16Dataset, one_tolerance) CAST_SUITE(F32_to_S16, DataType::F32, DataType::S16, CLCastToS16Fixture, CastF32toS16Dataset, one_tolerance) CAST_SUITE(F32_to_U32, DataType::F32, DataType::U32, CLCastToU32Fixture, CastF32toU32Dataset, one_tolerance) CAST_SUITE(F32_to_S32, DataType::F32, DataType::S32, CLCastToS32Fixture, CastF32toS32Dataset, one_tolerance) CAST_SUITE(F32_to_F16, DataType::F32, DataType::F16, CLCastToF16Fixture, CastF32toF16Dataset, zero_tolerance) TEST_SUITE_END() // Cast TEST_SUITE_END() // CL } // namespace validation } // namespace test } // namespace arm_compute