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/*
* Copyright (c) 2019-2020 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/CL/kernels/CLGEMMLowpMatrixMultiplyNativeKernel.h"
#include "arm_compute/core/Types.h"
#include "arm_compute/core/utils/misc/ShapeCalculator.h"
#include "tests/CL/CLAccessor.h"
#include "tests/CL/Helper.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/GEMMLowpFixture.h"
namespace arm_compute
{
namespace test
{
namespace validation
{
using namespace arm_compute::misc::shape_calculator;
// Create function for CLGEMMMatrixMultiplyNativeKernel
using CLGEMMLowpMatrixMultiplyNative = CLSynthetizeFunction<CLGEMMLowpMatrixMultiplyNativeKernel>;
// Fixture for CLGEMMLowpMatrixMultiplyNative
using CLGEMMLowpMatrixMultiplyNativeFixture = GEMMLowpMatrixMultiplyNativeValidationFixture<CLTensor, CLAccessor, CLGEMMLowpMatrixMultiplyNative>;
// Fixture for CLGEMMMatrixMultiplyNative3D
using CLGEMMLowpMatrixMultiplyNative3DFixture = GEMMLowpMatrixMultiplyNative3DValidationFixture<CLTensor, CLAccessor, CLGEMMLowpMatrixMultiplyNative>;
namespace
{
// *INDENT-OFF*
// clang-format off
/** M values to test */
const auto m_values = framework::dataset::make("M", 37);
/** M_W values to test */
const auto m_w_values = framework::dataset::make("M_W", 5);
/** M_H values to test */
const auto m_h_values = framework::dataset::make("M_H", 7);
/** N values to test */
const auto n_values = framework::dataset::make("N", 51);
/** K values to test */
const auto k_values = framework::dataset::make("K", 23);
/** Batch size values to test */
const auto b_values = framework::dataset::make("batch_size", 1, 3);
/** M0 values to test - Precommit */
const auto m0_values_precommit = framework::dataset::make("M0", {4, 6});
/** N0 values to test - Precommit */
const auto n0_values_precommit = framework::dataset::make("N0", { 4 });
/** K0 values to test - Precommit */
const auto k0_values_precommit = framework::dataset::make("K0", { 16 });
/** M0 values to test - Nightly */
const auto m0_values_nightly = framework::dataset::make("M0", 1, 2, 7);
/** N0 values to test - Nightly */
const auto n0_values_nightly = framework::dataset::make("N0", { 1, 2, 3, 4, 8 });
/** K0 values to test - Nightly */
const auto k0_values_nightly = framework::dataset::make("K0", { 1, 2, 3, 4, 8, 16 });
} // namespace
TEST_SUITE(CL)
TEST_SUITE(GEMMLowpMatrixMultiplyNative)
FIXTURE_DATA_TEST_CASE(RunSmall, CLGEMMLowpMatrixMultiplyNativeFixture, framework::DatasetMode::ALL,
combine(combine(combine(combine(combine(combine(m_values,
n_values),
k_values),
b_values),
m0_values_precommit),
n0_values_precommit),
k0_values_precommit))
{
// Validate output
validate(CLAccessor(_target), _reference);
}
FIXTURE_DATA_TEST_CASE(RunLarge, CLGEMMLowpMatrixMultiplyNativeFixture, framework::DatasetMode::ALL,
combine(combine(combine(combine(combine(combine(m_values,
n_values),
k_values),
b_values),
m0_values_nightly),
n0_values_nightly),
k0_values_nightly))
{
// Validate output
validate(CLAccessor(_target), _reference);
}
FIXTURE_DATA_TEST_CASE(RunSmall3D, CLGEMMLowpMatrixMultiplyNative3DFixture, framework::DatasetMode::ALL,
combine(combine(combine(combine(combine(combine(combine(m_w_values,
m_h_values),
n_values),
k_values),
b_values),
m0_values_precommit),
n0_values_precommit),
k0_values_precommit))
{
// Validate output
validate(CLAccessor(_target), _reference);
}
FIXTURE_DATA_TEST_CASE(RunLarge3D, CLGEMMLowpMatrixMultiplyNative3DFixture, framework::DatasetMode::ALL,
combine(combine(combine(combine(combine(combine(combine(m_w_values,
m_h_values),
n_values),
k_values),
b_values),
m0_values_nightly),
n0_values_nightly),
k0_values_nightly))
{
// Validate output
validate(CLAccessor(_target), _reference);
}
TEST_SUITE_END() // GEMMLowpMatrixMultiplyNative
TEST_SUITE_END() // CL
} // namespace validation
} // namespace test
} // namespace arm_compute
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