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Diffstat (limited to 'tests/validation/CL/Select.cpp')
-rw-r--r-- | tests/validation/CL/Select.cpp | 262 |
1 files changed, 262 insertions, 0 deletions
diff --git a/tests/validation/CL/Select.cpp b/tests/validation/CL/Select.cpp new file mode 100644 index 0000000000..e3159caa93 --- /dev/null +++ b/tests/validation/CL/Select.cpp @@ -0,0 +1,262 @@ +/* + * 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 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/CLSelect.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/SelectFixture.h" + +namespace arm_compute +{ +namespace test +{ +namespace validation +{ +namespace +{ +auto configuration_dataset = combine(framework::dataset::concat(datasets::SmallShapes(), datasets::LargeShapes()), + framework::dataset::make("has_same_rank", { false, true })); +auto run_small_dataset = combine(datasets::SmallShapes(), framework::dataset::make("has_same_rank", { false, true })); +auto run_large_dataset = combine(datasets::LargeShapes(), framework::dataset::make("has_same_rank", { false, true })); + +} // namespace +TEST_SUITE(CL) +TEST_SUITE(Select) + +// *INDENT-OFF* +// clang-format off +DATA_TEST_CASE(Validate, framework::DatasetMode::ALL, zip(zip(zip(zip( + framework::dataset::make("CInfo", { TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::S8), // Invalid condition datatype + TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8), // Invalid output datatype + TensorInfo(TensorShape(13U), 1, DataType::U8), // Invalid c shape + TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8), // Mismatching shapes + TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8), + TensorInfo(TensorShape(2U), 1, DataType::U8), + }), + framework::dataset::make("XInfo",{ TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8), + TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8), + TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8), + TensorInfo(TensorShape(32U, 10U, 2U), 1, DataType::F32), + TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32), + TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32), + })), + framework::dataset::make("YInfo",{ TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8), + TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8), + TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8), + TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32), + TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32), + TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32), + })), + framework::dataset::make("OutputInfo",{ TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8), + TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::S8), + TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8), + TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32), + TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32), + TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32), + })), + framework::dataset::make("Expected", { false, false, false, false, true, true})), + c_info, x_info, y_info, output_info, expected) +{ + Status s = CLSelect::validate(&c_info.clone()->set_is_resizable(false), + &x_info.clone()->set_is_resizable(false), + &y_info.clone()->set_is_resizable(false), + &output_info.clone()->set_is_resizable(false)); + ARM_COMPUTE_EXPECT(bool(s) == expected, framework::LogLevel::ERRORS); +} +// clang-format on +// *INDENT-ON* + +template <typename T> +using CLSelectFixture = SelectValidationFixture<CLTensor, CLAccessor, CLSelect, T>; + +TEST_SUITE(Float) +TEST_SUITE(F16) +DATA_TEST_CASE(Configuration, framework::DatasetMode::ALL, configuration_dataset, + shape, same_rank) +{ + const DataType dt = DataType::F16; + + // Create tensors + CLTensor ref_c = create_tensor<CLTensor>(detail::select_condition_shape(shape, same_rank), DataType::U8); + CLTensor ref_x = create_tensor<CLTensor>(shape, dt); + CLTensor ref_y = create_tensor<CLTensor>(shape, dt); + CLTensor dst = create_tensor<CLTensor>(shape, dt); + + // Create and Configure function + CLSelect select; + select.configure(&ref_c, &ref_x, &ref_y, &dst); + + // Validate valid region + const ValidRegion valid_region = shape_to_valid_region(shape); + validate(dst.info()->valid_region(), valid_region); + + // Validate padding + const int step = 16 / arm_compute::data_size_from_type(dt); + const PaddingSize padding = PaddingCalculator(shape.x(), step).required_padding(); + if(same_rank) + { + validate(ref_c.info()->padding(), padding); + } + validate(ref_x.info()->padding(), padding); + validate(ref_y.info()->padding(), padding); + validate(dst.info()->padding(), padding); +} + +FIXTURE_DATA_TEST_CASE(RunSmall, + CLSelectFixture<half>, + framework::DatasetMode::PRECOMMIT, + combine(run_small_dataset, framework::dataset::make("DataType", DataType::F16))) +{ + // Validate output + validate(CLAccessor(_target), _reference); +} + +FIXTURE_DATA_TEST_CASE(RunLarge, + CLSelectFixture<half>, + framework::DatasetMode::NIGHTLY, + combine(run_large_dataset, framework::dataset::make("DataType", DataType::F16))) +{ + // Validate output + validate(CLAccessor(_target), _reference); +} +TEST_SUITE_END() // F16 + +TEST_SUITE(FP32) +DATA_TEST_CASE(Configuration, framework::DatasetMode::ALL, configuration_dataset, + shape, same_rank) +{ + const DataType dt = DataType::F32; + + // Create tensors + CLTensor ref_c = create_tensor<CLTensor>(detail::select_condition_shape(shape, same_rank), DataType::U8); + CLTensor ref_x = create_tensor<CLTensor>(shape, dt); + CLTensor ref_y = create_tensor<CLTensor>(shape, dt); + CLTensor dst = create_tensor<CLTensor>(shape, dt); + + // Create and Configure function + CLSelect select; + select.configure(&ref_c, &ref_x, &ref_y, &dst); + + // Validate valid region + const ValidRegion valid_region = shape_to_valid_region(shape); + validate(dst.info()->valid_region(), valid_region); + + // Validate padding + const int step = 16 / arm_compute::data_size_from_type(dt); + const PaddingSize padding = PaddingCalculator(shape.x(), step).required_padding(); + if(same_rank) + { + validate(ref_c.info()->padding(), padding); + } + validate(ref_x.info()->padding(), padding); + validate(ref_y.info()->padding(), padding); + validate(dst.info()->padding(), padding); +} + +FIXTURE_DATA_TEST_CASE(RunSmall, + CLSelectFixture<float>, + framework::DatasetMode::PRECOMMIT, + combine(run_small_dataset, framework::dataset::make("DataType", DataType::F32))) +{ + // Validate output + validate(CLAccessor(_target), _reference); +} + +FIXTURE_DATA_TEST_CASE(RunLarge, + CLSelectFixture<float>, + framework::DatasetMode::NIGHTLY, + combine(run_large_dataset, framework::dataset::make("DataType", DataType::F32))) +{ + // Validate output + validate(CLAccessor(_target), _reference); +} +TEST_SUITE_END() // F32 +TEST_SUITE_END() // Float + +TEST_SUITE(Quantized) +TEST_SUITE(QASYMM8) +DATA_TEST_CASE(Configuration, framework::DatasetMode::ALL, configuration_dataset, + shape, same_rank) +{ + const DataType dt = DataType::QASYMM8; + + // Create tensors + CLTensor ref_c = create_tensor<CLTensor>(detail::select_condition_shape(shape, same_rank), DataType::U8); + CLTensor ref_x = create_tensor<CLTensor>(shape, dt); + CLTensor ref_y = create_tensor<CLTensor>(shape, dt); + CLTensor dst = create_tensor<CLTensor>(shape, dt); + + // Create and Configure function + CLSelect select; + select.configure(&ref_c, &ref_x, &ref_y, &dst); + + // Validate valid region + const ValidRegion valid_region = shape_to_valid_region(shape); + validate(dst.info()->valid_region(), valid_region); + + // Validate padding + const int step = 16 / arm_compute::data_size_from_type(dt); + const PaddingSize padding = PaddingCalculator(shape.x(), step).required_padding(); + if(same_rank) + { + validate(ref_c.info()->padding(), padding); + } + validate(ref_x.info()->padding(), padding); + validate(ref_y.info()->padding(), padding); + validate(dst.info()->padding(), padding); +} + +FIXTURE_DATA_TEST_CASE(RunSmall, + CLSelectFixture<uint8_t>, + framework::DatasetMode::PRECOMMIT, + combine(run_small_dataset, framework::dataset::make("DataType", DataType::QASYMM8))) +{ + // Validate output + validate(CLAccessor(_target), _reference); +} + +FIXTURE_DATA_TEST_CASE(RunLarge, + CLSelectFixture<uint8_t>, + framework::DatasetMode::NIGHTLY, + combine(run_large_dataset, framework::dataset::make("DataType", DataType::QASYMM8))) +{ + // Validate output + validate(CLAccessor(_target), _reference); +} +TEST_SUITE_END() // QASYMM8 +TEST_SUITE_END() // Quantized + +TEST_SUITE_END() // Select +TEST_SUITE_END() // CL +} // namespace validation +} // namespace test +} // namespace arm_compute
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