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Diffstat (limited to 'tests/validation/fixtures/GEMMReshapeLHSMatrixFixture.h')
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diff --git a/tests/validation/fixtures/GEMMReshapeLHSMatrixFixture.h b/tests/validation/fixtures/GEMMReshapeLHSMatrixFixture.h new file mode 100644 index 0000000000..3a5ab7c5e1 --- /dev/null +++ b/tests/validation/fixtures/GEMMReshapeLHSMatrixFixture.h @@ -0,0 +1,137 @@ +/* + * 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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