| /* |
| * Copyright (c) 2018-2021 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 OperatorType, 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 |
| OperatorType gemm_lhs_reshape; |
| gemm_lhs_reshape.configure(src.info(), dst.info(), lhs_info, reinterpret_input_as_3d); |
| |
| ARM_COMPUTE_ASSERT(src.info()->is_resizable()); |
| |
| add_padding_x({ &src, &dst }); |
| |
| // Allocate tensors |
| src.allocator()->allocate(); |
| dst.allocator()->allocate(); |
| |
| ARM_COMPUTE_ASSERT(!src.info()->is_resizable()); |
| ARM_COMPUTE_ASSERT(!dst.info()->is_resizable()); |
| |
| // Fill tensors |
| fill(AccessorType(src)); |
| |
| // Compute GEMM LHS matrix reshape function |
| ITensorPack tensors = { { ACL_SRC, &src }, { ACL_DST, &dst } }; |
| gemm_lhs_reshape.run(tensors); |
| |
| 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 */ |