/* * Copyright (c) 2016-2020 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. */ #include "arm_compute/core/CL/kernels/CLFillBorderKernel.h" #include "arm_compute/core/CL/CLHelpers.h" #include "arm_compute/core/CL/CLKernelLibrary.h" #include "arm_compute/core/CL/ICLTensor.h" #include "arm_compute/core/CL/OpenCL.h" #include "arm_compute/core/Error.h" #include "arm_compute/core/TensorInfo.h" #include "arm_compute/core/Types.h" #include "arm_compute/core/Utils.h" #include "arm_compute/core/Validate.h" #include "arm_compute/core/Window.h" #include "support/StringSupport.h" namespace arm_compute { CLFillBorderKernel::CLFillBorderKernel() : ICLKernel(), _tensor(nullptr) { } bool CLFillBorderKernel::is_parallelisable() const { return false; } template void CLFillBorderKernel::set_constant_border(unsigned int idx, const PixelValue &constant_border_value) { T value; constant_border_value.get(value); ICLKernel::add_argument(idx, static_cast(value)); } void CLFillBorderKernel::configure(ICLTensor *tensor, BorderSize border_size, BorderMode border_mode, const PixelValue &constant_border_value) { configure(CLKernelLibrary::get().get_compile_context(), tensor, border_size, border_mode, constant_border_value); } void CLFillBorderKernel::configure(const CLCompileContext &compile_context, ICLTensor *tensor, BorderSize border_size, BorderMode border_mode, const PixelValue &constant_border_value) { ARM_COMPUTE_ERROR_ON(tensor == nullptr); ARM_COMPUTE_ERROR_ON(tensor->info()->num_channels() != 1); border_size.limit(tensor->info()->padding()); // If there is no border: early exit if(border_size.empty() || border_mode == BorderMode::UNDEFINED) { return; } // Select appropriate kernel std::string kernel_name = "fill_image_borders_" + lower_string(string_from_border_mode(border_mode)); const DataType dt = tensor->info()->data_type(); // Define build options CLBuildOptions build_opts; build_opts.add_option("-DDATA_TYPE=" + get_cl_type_from_data_type(dt)); build_opts.add_option("-DBORDER_SIZE_TOP=" + support::cpp11::to_string(border_size.top)); build_opts.add_option("-DBORDER_SIZE_BOTTOM=" + support::cpp11::to_string(border_size.bottom)); build_opts.add_option("-DBORDER_SIZE_LEFT=" + support::cpp11::to_string(border_size.left)); build_opts.add_option("-DBORDER_SIZE_RIGHT=" + support::cpp11::to_string(border_size.right)); // Create kernel _kernel = create_kernel(compile_context, kernel_name, build_opts.options()); _tensor = tensor; // Create static kernel arguments const unsigned int valid_width = tensor->info()->valid_region().shape[0]; const unsigned int valid_height = tensor->info()->valid_region().shape[1]; const cl_int2 valid_region_coords = { { static_cast(tensor->info()->valid_region().anchor[0]), static_cast(tensor->info()->valid_region().anchor[1]), } }; const unsigned int total_valid_width = border_size.left + valid_width + border_size.right; // Set static kernel arguments unsigned int idx = num_arguments_per_3D_tensor(); //Skip the tensor parameters ICLKernel::add_argument(idx, valid_width); ICLKernel::add_argument(idx, valid_height); ICLKernel::add_argument(idx, valid_region_coords); if(BorderMode::CONSTANT == border_mode) { switch(dt) { case DataType::U8: case DataType::QASYMM8: set_constant_border(idx, constant_border_value); break; case DataType::S8: case DataType::QASYMM8_SIGNED: set_constant_border(idx, constant_border_value); break; case DataType::U16: set_constant_border(idx, constant_border_value); break; case DataType::S16: set_constant_border(idx, constant_border_value); break; case DataType::U32: set_constant_border(idx, constant_border_value); break; case DataType::S32: set_constant_border(idx, constant_border_value); break; case DataType::F32: static_assert(sizeof(float) == 4, "Float must be 32 bit"); set_constant_border(idx, constant_border_value); break; case DataType::F16: static_assert(sizeof(cl_half) == sizeof(half), "Half must be same size as cl_half"); static_assert(sizeof(cl_half) == 2, "Half must be 16 bit"); set_constant_border(idx, constant_border_value); break; default: ARM_COMPUTE_ERROR("Not handled"); } } // Configure kernel window Window win; win.set(Window::DimX, Window::Dimension(0, total_valid_width + valid_height)); win.set(Window::DimY, Window::Dimension(0, 1, 1)); win.use_tensor_dimensions(tensor->info()->tensor_shape(), Window::DimZ); ICLKernel::configure_internal(win); // Set config_id for enabling LWS tuning _config_id = kernel_name; _config_id += "_"; _config_id += lower_string(string_from_data_type(dt)); _config_id += "_"; _config_id += support::cpp11::to_string(tensor->info()->dimension(0)); _config_id += "_"; _config_id += support::cpp11::to_string(tensor->info()->dimension(1)); _config_id += "_"; _config_id += lower_string(string_from_border_mode(border_mode)); } void CLFillBorderKernel::run(const Window &window, cl::CommandQueue &queue) { // Border mode undefined or border width == 0 if(_kernel() == nullptr) { return; } ARM_COMPUTE_ERROR_ON_UNCONFIGURED_KERNEL(this); ARM_COMPUTE_ERROR_ON_MISMATCHING_WINDOWS(ICLKernel::window(), window); Window collapsed = window.collapse_if_possible(ICLKernel::window(), Window::DimZ); Window slice = collapsed.first_slice_window_3D(); do { unsigned int idx = 0; add_3D_tensor_argument(idx, _tensor, slice); enqueue(queue, *this, slice, lws_hint()); } while(collapsed.slide_window_slice_3D(slice)); } } // namespace arm_compute