/* * Copyright (c) 2017-2018 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_IM2COL_FIXTURE #define ARM_COMPUTE_TEST_IM2COL_FIXTURE #include "arm_compute/core/Helpers.h" #include "arm_compute/core/TensorShape.h" #include "arm_compute/core/Types.h" #include "arm_compute/core/utils/misc/ShapeCalculator.h" #include "arm_compute/runtime/Tensor.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/reference/Im2Col.h" namespace arm_compute { namespace test { namespace validation { using namespace arm_compute::misc::shape_calculator; template class Im2ColValidationFixture : public framework::Fixture { public: template void setup(TensorShape input_shape, DataType data_type, const Size2D &kernel_dims, const PadStrideInfo &conv_info, const QuantizationInfo &quant_info, const DataLayout &data_layout, unsigned int num_groups) { _kernel_dims = kernel_dims; _conv_info = conv_info; _quant_info = quant_info; _data_layout = data_layout; _has_bias = data_type != DataType::QASYMM8; _num_groups = num_groups; if(_data_layout == DataLayout::NHWC) { permute(input_shape, PermutationVector(2U, 0U, 1U)); } TensorInfo input_info(input_shape, 1, data_type); input_info.set_data_layout(_data_layout); const TensorShape output_shape = compute_im2col_conv_shape(&input_info, _kernel_dims, _conv_info, _has_bias, Size2D(1U, 1U), batch_size_on_z && _num_groups == 1, _num_groups); _target = compute_target(input_shape, output_shape, data_type); compute_reference(input_shape, output_shape, data_type); } protected: template void fill(U &&tensor) { library->fill_tensor_uniform(tensor, 0); } TensorType compute_target(const TensorShape &input_shape, const TensorShape &output_shape, DataType data_type) { // Create tensors TensorType src = create_tensor(input_shape, data_type, 1, _quant_info, _data_layout); TensorType dst = create_tensor(output_shape, data_type, 1, _quant_info); // Create and configure function FunctionType im2col_func; im2col_func.configure(&src, &dst, _kernel_dims, _conv_info, _has_bias, Size2D(1U, 1U), _num_groups); ARM_COMPUTE_EXPECT(src.info()->is_resizable(), framework::LogLevel::ERRORS); ARM_COMPUTE_EXPECT(dst.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 function im2col_func.run(); return dst; } void compute_reference(const TensorShape &input_shape, const TensorShape &output_shape, DataType data_type) { // Create reference SimpleTensor src{ input_shape, data_type, 1, _quant_info, _data_layout }; _reference = SimpleTensor(output_shape, data_type, 1, _quant_info, DataLayout::NCHW); // Fill reference fill(src); reference::im2col(src, _reference, _kernel_dims, _conv_info, _has_bias, _num_groups); } TensorType _target{}; SimpleTensor _reference{}; Size2D _kernel_dims{}; PadStrideInfo _conv_info{}; DataLayout _data_layout{}; QuantizationInfo _quant_info{}; bool _has_bias{}; unsigned int _num_groups{}; }; } // namespace validation } // namespace test } // namespace arm_compute #endif /* ARM_COMPUTE_TEST_IM2COL_FIXTURE */