/* * 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 namespace arm_compute { namespace test { namespace validation { using namespace arm_compute::misc::shape_calculator; template class GEMMReshapeLHSMatrixValidationFixture : public framework::Fixture { public: template 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 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(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 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 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(src, output_shape, lhs_info); } TensorType _target{}; SimpleTensor _reference{}; }; } // namespace validation } // namespace test } // namespace arm_compute #endif /* ARM_COMPUTE_TEST_GEMMRESHAPELHSMATRIX_FIXTURE */