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/*
* 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.
*/
#ifndef ARM_COMPUTE_TEST_GEMMRESHAPELHSMATRIX_FIXTURE
#define ARM_COMPUTE_TEST_GEMMRESHAPELHSMATRIX_FIXTURE
#include "arm_compute/core/TensorShape.h"
#include "arm_compute/core/Types.h"
#include "arm_compute/core/utils/misc/ShapeCalculator.h"
#include "tests/AssetsLibrary.h"
#include "tests/Globals.h"
#include "tests/IAccessor.h"
#include "tests/framework/Asserts.h"
#include "tests/framework/Fixture.h"
#include "tests/validation/Helpers.h"
#include "tests/validation/reference/GEMMReshapeLHSMatrix.h"
#include "tests/validation/reference/Utils.h"
#include <random>
namespace arm_compute
{
namespace test
{
namespace validation
{
using namespace arm_compute::misc::shape_calculator;
template <typename TensorType, typename AccessorType, typename FunctionType, typename T, bool reinterpret_input_as_3d = false>
class GEMMReshapeLHSMatrixValidationFixture : public framework::Fixture
{
public:
template <typename...>
void setup(TensorShape shape_in, unsigned int batch_size, DataType data_type, unsigned int m0, unsigned int k0, unsigned int v0, bool interleave, bool transpose)
{
GEMMLHSMatrixInfo lhs_info;
lhs_info.m0 = m0;
lhs_info.k0 = k0;
lhs_info.v0 = v0;
lhs_info.interleave = interleave;
lhs_info.transpose = transpose;
// Set the tensor shape
const TensorShape shape_src(shape_in[0],
shape_in[1],
reinterpret_input_as_3d ? shape_in[2] : batch_size,
reinterpret_input_as_3d ? batch_size : 1);
_target = compute_target(shape_src, data_type, lhs_info);
_reference = compute_reference(shape_src, data_type, lhs_info);
}
protected:
template <typename U>
void fill(U &&tensor)
{
library->fill_tensor_uniform(tensor, 0);
}
TensorType compute_target(TensorShape input_shape, DataType data_type, const GEMMLHSMatrixInfo &lhs_info)
{
// Create tensors
TensorType src = create_tensor<TensorType>(input_shape, data_type, 1);
TensorType dst;
// The output tensor will be auto-initialized within the function
// Create and configure function
FunctionType gemm_lhs_reshape;
gemm_lhs_reshape.configure(&src, &dst, lhs_info, reinterpret_input_as_3d);
ARM_COMPUTE_EXPECT(src.info()->is_resizable(), framework::LogLevel::ERRORS);
// Allocate tensors
src.allocator()->allocate();
dst.allocator()->allocate();
ARM_COMPUTE_EXPECT(!src.info()->is_resizable(), framework::LogLevel::ERRORS);
ARM_COMPUTE_EXPECT(!dst.info()->is_resizable(), framework::LogLevel::ERRORS);
// Fill tensors
fill(AccessorType(src));
// Compute GEMM LHS matrix reshape function
gemm_lhs_reshape.run();
return dst;
}
SimpleTensor<T> compute_reference(const TensorShape &input_shape, DataType data_type, const GEMMLHSMatrixInfo &lhs_info)
{
TensorShape src_shape = input_shape;
// If the input has to be reinterpreted as 3D, collapse the second dimension with the 3rd
if(reinterpret_input_as_3d)
{
src_shape.collapse(2U, 1U);
}
// Create reference
SimpleTensor<T> src{ src_shape, data_type, 1 };
// Fill reference
fill(src);
TensorShape output_shape = compute_lhs_reshaped_shape(TensorInfo(input_shape, 1, data_type), lhs_info, reinterpret_input_as_3d);
return reference::gemm_reshape_lhs_matrix<T>(src, output_shape, lhs_info);
}
TensorType _target{};
SimpleTensor<T> _reference{};
};
} // namespace validation
} // namespace test
} // namespace arm_compute
#endif /* ARM_COMPUTE_TEST_GEMMRESHAPELHSMATRIX_FIXTURE */
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