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/*
* Copyright (c) 2024 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/runtime/CL/CLTensor.h"
#include "arm_compute/runtime/CL/functions/CLScatter.h"
#include "tests/validation/fixtures/ScatterLayerFixture.h"
#include "tests/datasets/ScatterDataset.h"
#include "tests/CL/CLAccessor.h"
#include "arm_compute/function_info/ScatterInfo.h"
#include "tests/framework/Asserts.h"
#include "tests/framework/Macros.h"
#include "tests/framework/datasets/Datasets.h"
#include "tests/validation/Validation.h"
namespace arm_compute
{
namespace test
{
namespace validation
{
namespace
{
RelativeTolerance<float> tolerance_f32(0.001f); /**< Tolerance value for comparing reference's output against implementation's output for fp32 data type */
} // namespace
template <typename T>
using CLScatterLayerFixture = ScatterValidationFixture<CLTensor, CLAccessor, CLScatter, T>;
using framework::dataset::make;
TEST_SUITE(CL)
TEST_SUITE(Scatter)
DATA_TEST_CASE(Validate, framework::DatasetMode::PRECOMMIT, zip(
make("InputInfo", { TensorInfo(TensorShape(9U), 1, DataType::F32), // Mismatching data types
TensorInfo(TensorShape(15U), 1, DataType::F32), // Valid
TensorInfo(TensorShape(8U), 1, DataType::F32),
TensorInfo(TensorShape(217U), 1, DataType::F32), // Mismatch input/output dims.
TensorInfo(TensorShape(217U), 1, DataType::F32), // Updates dim higher than Input/Output dims.
TensorInfo(TensorShape(12U), 1, DataType::F32), // Indices wrong datatype.
}),
make("UpdatesInfo",{ TensorInfo(TensorShape(3U), 1, DataType::F16),
TensorInfo(TensorShape(15U), 1, DataType::F32),
TensorInfo(TensorShape(2U), 1, DataType::F32),
TensorInfo(TensorShape(217U), 1, DataType::F32),
TensorInfo(TensorShape(217U, 3U), 1, DataType::F32),
TensorInfo(TensorShape(2U), 1, DataType::F32),
}),
make("IndicesInfo",{ TensorInfo(TensorShape(1U, 3U), 1, DataType::S32),
TensorInfo(TensorShape(1U, 15U), 1, DataType::S32),
TensorInfo(TensorShape(1U, 2U), 1, DataType::S32),
TensorInfo(TensorShape(1U, 271U), 1, DataType::S32),
TensorInfo(TensorShape(1U, 271U), 1, DataType::S32),
TensorInfo(TensorShape(1U, 2U), 1 , DataType::F32)
}),
make("OutputInfo",{ TensorInfo(TensorShape(9U), 1, DataType::F16),
TensorInfo(TensorShape(15U), 1, DataType::F32),
TensorInfo(TensorShape(8U), 1, DataType::F32),
TensorInfo(TensorShape(271U, 3U), 1, DataType::F32),
TensorInfo(TensorShape(271U), 1, DataType::F32),
TensorInfo(TensorShape(12U), 1, DataType::F32)
}),
make("ScatterInfo",{ ScatterInfo(ScatterFunction::Add, false),
ScatterInfo(ScatterFunction::Max, false),
ScatterInfo(ScatterFunction::Min, false),
ScatterInfo(ScatterFunction::Add, false),
ScatterInfo(ScatterFunction::Update, false),
ScatterInfo(ScatterFunction::Sub, false),
}),
make("Expected", { false, true, true, false, false, false })),
input_info, updates_info, indices_info, output_info, scatter_info, expected)
{
const Status status = CLScatter::validate(&input_info.clone()->set_is_resizable(true), &updates_info.clone()->set_is_resizable(true), &indices_info.clone()->set_is_resizable(true), &output_info.clone()->set_is_resizable(true), scatter_info);
ARM_COMPUTE_EXPECT(bool(status) == expected, framework::LogLevel::ERRORS);
}
TEST_SUITE(Float)
TEST_SUITE(FP32)
FIXTURE_DATA_TEST_CASE(RunSmall, CLScatterLayerFixture<float>, framework::DatasetMode::PRECOMMIT, combine(datasets::Small1DScatterDataset(),
make("DataType", {DataType::F32}),
make("ScatterFunction", {ScatterFunction::Update, ScatterFunction::Add, ScatterFunction::Sub, ScatterFunction::Min, ScatterFunction::Max }),
make("ZeroInit", {false})))
{
validate(CLAccessor(_target), _reference, tolerance_f32);
}
// With this test, src should be passed as nullptr.
FIXTURE_DATA_TEST_CASE(RunSmallZeroInit, CLScatterLayerFixture<float>, framework::DatasetMode::PRECOMMIT, combine(datasets::Small1DScatterDataset(),
make("DataType", {DataType::F32}),
make("ScatterFunction", {ScatterFunction::Add}),
make("ZeroInit", {true})))
{
validate(CLAccessor(_target), _reference, tolerance_f32);
}
TEST_SUITE_END() // FP32
TEST_SUITE_END() // Float
TEST_SUITE_END() // Scatter
TEST_SUITE_END() // CL
} // namespace validation
} // namespace test
} // namespace arm_compute
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