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Diffstat (limited to 'tests/validation/CL/Gather.cpp')
| -rw-r--r-- | tests/validation/CL/Gather.cpp | 210 |
1 files changed, 210 insertions, 0 deletions
diff --git a/tests/validation/CL/Gather.cpp b/tests/validation/CL/Gather.cpp new file mode 100644 index 0000000000..cc892a30d1 --- /dev/null +++ b/tests/validation/CL/Gather.cpp @@ -0,0 +1,210 @@ +/* + * 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/CLGather.h" + +#include "tests/CL/CLAccessor.h" +#include "tests/datasets/GatherDataset.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/GatherFixture.h" + +namespace arm_compute +{ +namespace test +{ +namespace validation +{ +TEST_SUITE(CL) +TEST_SUITE(Gather) + +// *INDENT-OFF* +// clang-format off +DATA_TEST_CASE(Validate, framework::DatasetMode::ALL, zip(zip(zip(zip( + framework::dataset::make("InputInfo", { TensorInfo(TensorShape(27U, 27U), 1, DataType::F16), + TensorInfo(TensorShape(27U, 27U), 1, DataType::F32), + TensorInfo(TensorShape(27U, 27U), 1, DataType::F32), + TensorInfo(TensorShape(27U, 27U), 1, DataType::F32), // Invalid Indices data type + TensorInfo(TensorShape(27U, 27U), 1, DataType::F32), // Invalid Indices dimensionality + TensorInfo(TensorShape(5U, 5U, 5U, 5U, 5U), 1, DataType::F32), // Invalid Input dimensionality + TensorInfo(TensorShape(27U, 27U), 1, DataType::F16), // Mismatching data type input/output + TensorInfo(TensorShape(27U, 27U), 1, DataType::F32), // Invalid positive axis value + TensorInfo(TensorShape(27U, 27U), 1, DataType::F16), // Invalid negative axis value + }), + framework::dataset::make("IndicesInfo", { + TensorInfo(TensorShape(10U), 1, DataType::U32), + TensorInfo(TensorShape(10U), 1, DataType::U32), + TensorInfo(TensorShape(10U), 1, DataType::U32), + TensorInfo(TensorShape(10U), 1, DataType::U8), + TensorInfo(TensorShape(10U, 10U), 1, DataType::U32), + TensorInfo(TensorShape(10U), 1, DataType::U32), + TensorInfo(TensorShape(10U), 1, DataType::U32), + TensorInfo(TensorShape(10U), 1, DataType::U32), + TensorInfo(TensorShape(10U), 1, DataType::U32), + })), + framework::dataset::make("OutputInfo", { + TensorInfo(TensorShape(10U, 27U), 1, DataType::F16), + TensorInfo(TensorShape(27U, 10U), 1, DataType::F32), + TensorInfo(TensorShape(10U, 27U), 1, DataType::F32), + TensorInfo(TensorShape(10U, 27U), 1, DataType::F32), + TensorInfo(TensorShape(27U, 10U), 1, DataType::F32), + TensorInfo(TensorShape(10U, 5U, 5U, 5U, 5U), 1, DataType::F32), + TensorInfo(TensorShape(27U, 10U), 1, DataType::F32), + TensorInfo(TensorShape(27U, 27U), 1, DataType::F32), + TensorInfo(TensorShape(27U, 27U), 1, DataType::F16), + })), + framework::dataset::make("Axis", { + 0, + 1, + -2, + 0, + 1, + 0, + 1, + 2, + -3, + })), + framework::dataset::make("Expected", { true, true, true, false, false, false, false, false, false })), + input_info, indices_info, output_info, axis, expected) +{ + const Status status = CLGather::validate(&input_info.clone()->set_is_resizable(true), &indices_info.clone()->set_is_resizable(true), &output_info.clone()->set_is_resizable(true), axis); + ARM_COMPUTE_EXPECT(bool(status) == expected, framework::LogLevel::ERRORS); +} +// clang-format on +// *INDENT-ON* + +DATA_TEST_CASE(Configuration, + framework::DatasetMode::ALL, + combine(arm_compute::test::datasets::SmallGatherDataset(), framework::dataset::make("DataType", { DataType::F16, DataType::F32 })), + input_shape, indices_shape, axis, data_type) +{ + const uint32_t actual_axis = wrap_around(axis, static_cast<int>(input_shape.num_dimensions())); + CLTensor src = create_tensor<CLTensor>(input_shape, data_type); + CLTensor indices = create_tensor<CLTensor>(indices_shape, DataType::U32); + TensorShape dst_shape = arm_compute::misc::shape_calculator::compute_gather_shape(input_shape, indices_shape, actual_axis); + CLTensor dst = create_tensor<CLTensor>(dst_shape, data_type); + + // Create and Configure function + CLGather gather; + gather.configure(&src, &indices, &dst, axis); + + // Validate valid region + const ValidRegion valid_region = shape_to_valid_region(dst.info()->tensor_shape()); + validate(dst.info()->valid_region(), valid_region); +} + +template <typename T> +using CLGatherFixture = GatherFixture<CLTensor, CLAccessor, CLGather, T>; + +TEST_SUITE(Float) +TEST_SUITE(FP16) +FIXTURE_DATA_TEST_CASE(RunSmall, + CLGatherFixture<half>, + framework::DatasetMode::PRECOMMIT, + combine(datasets::SmallGatherDataset(), framework::dataset::make("DataType", DataType::F16))) +{ + // Validate output + validate(CLAccessor(_target), _reference); +} + +FIXTURE_DATA_TEST_CASE(RunLarge, + CLGatherFixture<half>, + framework::DatasetMode::NIGHTLY, + combine(datasets::LargeGatherDataset(), framework::dataset::make("DataType", DataType::F16))) +{ + // Validate output + validate(CLAccessor(_target), _reference); +} +TEST_SUITE_END() // FP16 + +TEST_SUITE(FP32) +FIXTURE_DATA_TEST_CASE(RunSmall, + CLGatherFixture<float>, + framework::DatasetMode::PRECOMMIT, + combine(datasets::SmallGatherDataset(), framework::dataset::make("DataType", DataType::F32))) +{ + // Validate output + validate(CLAccessor(_target), _reference); +} + +FIXTURE_DATA_TEST_CASE(RunLarge, + CLGatherFixture<float>, + framework::DatasetMode::NIGHTLY, + combine(datasets::LargeGatherDataset(), framework::dataset::make("DataType", DataType::F32))) +{ + // Validate output + validate(CLAccessor(_target), _reference); +} +TEST_SUITE_END() // FP32 +TEST_SUITE_END() // Float + +TEST_SUITE(U8) +FIXTURE_DATA_TEST_CASE(RunSmall, + CLGatherFixture<uint8_t>, + framework::DatasetMode::PRECOMMIT, + combine(datasets::SmallGatherDataset(), framework::dataset::make("DataType", DataType::U8))) +{ + // Validate output + validate(CLAccessor(_target), _reference); +} + +FIXTURE_DATA_TEST_CASE(RunLarge, + CLGatherFixture<uint8_t>, + framework::DatasetMode::NIGHTLY, + combine(datasets::LargeGatherDataset(), framework::dataset::make("DataType", DataType::U8))) +{ + // Validate output + validate(CLAccessor(_target), _reference); +} +TEST_SUITE_END() // U8 + +TEST_SUITE(U16) +FIXTURE_DATA_TEST_CASE(RunSmall, + CLGatherFixture<uint16_t>, + framework::DatasetMode::PRECOMMIT, + combine(datasets::SmallGatherDataset(), framework::dataset::make("DataType", DataType::U16))) +{ + // Validate output + validate(CLAccessor(_target), _reference); +} + +FIXTURE_DATA_TEST_CASE(RunLarge, + CLGatherFixture<uint16_t>, + framework::DatasetMode::NIGHTLY, + combine(datasets::LargeGatherDataset(), framework::dataset::make("DataType", DataType::U16))) +{ + // Validate output + validate(CLAccessor(_target), _reference); +} +TEST_SUITE_END() // U16 + +TEST_SUITE_END() // Gather +TEST_SUITE_END() // CL +} // namespace validation +} // namespace test +} // namespace arm_compute |