/* * Copyright (c) 2018-2020 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/NEON/functions/NEPermute.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/PermuteFixture.h" namespace arm_compute { namespace test { namespace validation { namespace { const auto PermuteVectors2 = framework::dataset::make("PermutationVector", { PermutationVector(0U, 1U), PermutationVector(1U, 0U), }); const auto PermuteVectors3 = framework::dataset::make("PermutationVector", { PermutationVector(2U, 0U, 1U), PermutationVector(1U, 2U, 0U), PermutationVector(0U, 1U, 2U), PermutationVector(0U, 2U, 1U), PermutationVector(1U, 0U, 2U), PermutationVector(2U, 1U, 0U), }); const auto PermuteVectors4 = framework::dataset::make("PermutationVector", { PermutationVector(3U, 2U, 0U, 1U), PermutationVector(3U, 2U, 1U, 0U), PermutationVector(2U, 3U, 1U, 0U), PermutationVector(1U, 3U, 2U, 0U), PermutationVector(3U, 1U, 2U, 0U), PermutationVector(3U, 0U, 2U, 1U), PermutationVector(0U, 3U, 2U, 1U) }); const auto PermuteVectors = concat(concat(PermuteVectors2, PermuteVectors3), PermuteVectors4); const auto PermuteParametersSmall = concat(concat(datasets::Small2DShapes(), datasets::Small3DShapes()), datasets::Small4DShapes()) * PermuteVectors; const auto PermuteParametersLarge = datasets::Large4DShapes() * PermuteVectors; } // namespace TEST_SUITE(NEON) TEST_SUITE(Permute) // *INDENT-OFF* // clang-format off DATA_TEST_CASE(Validate, framework::DatasetMode::ALL, zip(zip(zip( framework::dataset::make("InputInfo",{ TensorInfo(TensorShape(7U, 7U, 5U, 3U), 1, DataType::U16), // permutation not supported TensorInfo(TensorShape(7U, 7U, 5U, 3U), 1, DataType::U16), // permutation not supported TensorInfo(TensorShape(7U, 7U, 5U, 3U), 1, DataType::U16), // permutation not supported TensorInfo(TensorShape(1U, 7U), 1, DataType::U8), // invalid input size TensorInfo(TensorShape(7U, 7U, 5U, 3U), 1, DataType::U16), // valid TensorInfo(TensorShape(27U, 13U, 37U, 2U), 1, DataType::F32), // valid TensorInfo(TensorShape(7U, 7U, 5U, 3U), 1, DataType::U16), // permutation not supported TensorInfo(TensorShape(7U, 7U, 5U, 3U), 1, DataType::S16), // permutation not supported TensorInfo(TensorShape(27U, 13U, 37U, 2U), 1, DataType::F32), // permutation not supported TensorInfo(TensorShape(27U, 13U, 37U, 2U), 1, DataType::F32), // permutation not supported TensorInfo(TensorShape(27U, 13U, 37U, 2U), 1, DataType::F32) // permutation not supported }), framework::dataset::make("OutputInfo", { TensorInfo(TensorShape(5U, 7U, 7U, 3U), 1, DataType::U16), TensorInfo(TensorShape(7U, 7U, 5U, 3U), 1, DataType::U16), TensorInfo(TensorShape(7U, 7U, 5U, 3U), 1, DataType::U16), TensorInfo(TensorShape(5U, 7U), 1, DataType::U8), TensorInfo(TensorShape(5U, 7U, 7U, 3U), 1, DataType::U16), TensorInfo(TensorShape(13U, 37U, 27U, 2U), 1, DataType::F32), TensorInfo(TensorShape(5U, 7U, 7U, 3U), 1, DataType::U16), TensorInfo(TensorShape(3U, 5U, 7U, 7U), 1, DataType::S16), TensorInfo(TensorShape(13U, 37U, 27U, 2U), 1, DataType::F32), TensorInfo(TensorShape(37U, 2U, 13U, 27U), 1, DataType::F32), TensorInfo(TensorShape(37U, 2U, 13U, 27U), 1, DataType::F32) })), framework::dataset::make("PermutationVector", { PermutationVector(2U, 1U, 0U), PermutationVector(2U, 2U, 1U), PermutationVector(1U, 1U, 1U), PermutationVector(2U, 0U, 1U), PermutationVector(2U, 0U, 1U), PermutationVector(1U, 2U, 0U), PermutationVector(3U, 2U, 0U, 1U), PermutationVector(3U, 2U, 0U, 1U), PermutationVector(2U, 3U, 1U, 0U), PermutationVector(2U, 3U, 1U, 0U), PermutationVector(0U, 0U, 0U, 1000U) })), framework::dataset::make("Expected", { true, false, false, false, true, true, false,true, false, true, false })), input_info, output_info, perm_vect, expected) { ARM_COMPUTE_EXPECT(bool(NEPermute::validate(&input_info.clone()->set_is_resizable(false), &output_info.clone()->set_is_resizable(false), perm_vect)) == expected, framework::LogLevel::ERRORS); } // clang-format on // *INDENT-ON* template using NEPermuteFixture = PermuteValidationFixture; TEST_SUITE(U8) FIXTURE_DATA_TEST_CASE(RunSmall, NEPermuteFixture, framework::DatasetMode::PRECOMMIT, PermuteParametersSmall * framework::dataset::make("DataType", DataType::U8)) { // Validate output validate(Accessor(_target), _reference); } FIXTURE_DATA_TEST_CASE(RunLarge, NEPermuteFixture, framework::DatasetMode::NIGHTLY, PermuteParametersLarge * framework::dataset::make("DataType", DataType::U8)) { // Validate output validate(Accessor(_target), _reference); } TEST_SUITE_END() TEST_SUITE(U16) FIXTURE_DATA_TEST_CASE(RunSmall, NEPermuteFixture, framework::DatasetMode::PRECOMMIT, PermuteParametersSmall * framework::dataset::make("DataType", DataType::U16)) { // Validate output validate(Accessor(_target), _reference); } FIXTURE_DATA_TEST_CASE(RunLarge, NEPermuteFixture, framework::DatasetMode::NIGHTLY, PermuteParametersLarge * framework::dataset::make("DataType", DataType::U16)) { // Validate output validate(Accessor(_target), _reference); } TEST_SUITE_END() TEST_SUITE(U32) FIXTURE_DATA_TEST_CASE(RunSmall, NEPermuteFixture, framework::DatasetMode::PRECOMMIT, PermuteParametersSmall * framework::dataset::make("DataType", DataType::U32)) { // Validate output validate(Accessor(_target), _reference); } FIXTURE_DATA_TEST_CASE(RunLarge, NEPermuteFixture, framework::DatasetMode::NIGHTLY, PermuteParametersLarge * framework::dataset::make("DataType", DataType::U32)) { // Validate output validate(Accessor(_target), _reference); } TEST_SUITE_END() TEST_SUITE_END() TEST_SUITE_END() } // namespace validation } // namespace test } // namespace arm_compute