| /* |
| * Copyright (c) 2018-2019 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/CLPermute.h" |
| #include "tests/CL/CLAccessor.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 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(PermuteVectors3, PermuteVectors4); |
| const auto PermuteInputLayout = framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC }); |
| const auto PermuteParametersSmall = concat(concat(datasets::Small2DShapes(), datasets::Small3DShapes()), datasets::Small4DShapes()) * PermuteInputLayout * PermuteVectors; |
| const auto PermuteParametersLarge = datasets::Large4DShapes() * PermuteInputLayout * PermuteVectors; |
| } // namespace |
| TEST_SUITE(CL) |
| 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), // valid |
| 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), // valid |
| TensorInfo(TensorShape(27U, 13U, 37U, 2U), 1, DataType::F32), // permutation not supported |
| TensorInfo(TensorShape(27U, 13U, 37U, 2U), 1, DataType::F32), // valid |
| 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(CLPermute::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* |
| |
| DATA_TEST_CASE(Configuration, framework::DatasetMode::ALL, combine(datasets::Small4DShapes(), framework::dataset::make("DataType", { DataType::S8, DataType::U8, DataType::S16, DataType::U16, DataType::U32, DataType::S32, DataType::F16, DataType::F32 })), |
| shape, data_type) |
| { |
| // Define permutation vector |
| const PermutationVector perm(2U, 0U, 1U); |
| |
| // Permute shapes |
| TensorShape output_shape = shape; |
| permute(output_shape, perm); |
| |
| // Create tensors |
| CLTensor ref_src = create_tensor<CLTensor>(shape, data_type); |
| CLTensor dst = create_tensor<CLTensor>(output_shape, data_type); |
| |
| // Create and Configure function |
| CLPermute perm_func; |
| perm_func.configure(&ref_src, &dst, perm); |
| |
| // Validate valid region |
| const ValidRegion valid_region = shape_to_valid_region(output_shape); |
| validate(dst.info()->valid_region(), valid_region); |
| } |
| |
| #ifndef DOXYGEN_SKIP_THIS |
| |
| template <typename T> |
| using CLPermuteFixture = PermuteValidationFixture<CLTensor, CLAccessor, CLPermute, T>; |
| |
| TEST_SUITE(U8) |
| FIXTURE_DATA_TEST_CASE(RunSmall, CLPermuteFixture<uint8_t>, framework::DatasetMode::PRECOMMIT, |
| PermuteParametersSmall * framework::dataset::make("DataType", DataType::U8)) |
| { |
| // Validate output |
| validate(CLAccessor(_target), _reference); |
| } |
| |
| FIXTURE_DATA_TEST_CASE(RunLarge, CLPermuteFixture<uint8_t>, framework::DatasetMode::NIGHTLY, |
| PermuteParametersLarge * framework::dataset::make("DataType", DataType::U8)) |
| { |
| // Validate output |
| validate(CLAccessor(_target), _reference); |
| } |
| TEST_SUITE_END() // U8 |
| |
| TEST_SUITE(U16) |
| FIXTURE_DATA_TEST_CASE(RunSmall, CLPermuteFixture<uint16_t>, framework::DatasetMode::PRECOMMIT, |
| PermuteParametersSmall * framework::dataset::make("DataType", DataType::U16)) |
| { |
| // Validate output |
| validate(CLAccessor(_target), _reference); |
| } |
| FIXTURE_DATA_TEST_CASE(RunLarge, CLPermuteFixture<uint16_t>, framework::DatasetMode::NIGHTLY, |
| PermuteParametersLarge * framework::dataset::make("DataType", DataType::U16)) |
| { |
| // Validate output |
| validate(CLAccessor(_target), _reference); |
| } |
| TEST_SUITE_END() // U16 |
| |
| TEST_SUITE(U32) |
| FIXTURE_DATA_TEST_CASE(RunSmall, CLPermuteFixture<uint32_t>, framework::DatasetMode::PRECOMMIT, |
| PermuteParametersSmall * framework::dataset::make("DataType", DataType::U32)) |
| { |
| // Validate output |
| validate(CLAccessor(_target), _reference); |
| } |
| FIXTURE_DATA_TEST_CASE(RunLarge, CLPermuteFixture<uint32_t>, framework::DatasetMode::NIGHTLY, |
| PermuteParametersLarge * framework::dataset::make("DataType", DataType::U32)) |
| { |
| // Validate output |
| validate(CLAccessor(_target), _reference); |
| } |
| TEST_SUITE_END() // U32 |
| |
| #endif /* DOXYGEN_SKIP_THIS */ |
| |
| TEST_SUITE_END() // Permute |
| TEST_SUITE_END() // CL |
| } // namespace validation |
| } // namespace test |
| } // namespace arm_compute |