CLFillBorderKernel.cpp

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/*
 * Copyright (c) 2016-2021, 2023 Arm Limited.
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 * SPDX-License-Identifier: MIT
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#include "src/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/TensorInfo.h"
#include "arm_compute/core/Utils.h"
#include "arm_compute/core/utils/StringUtils.h"
#include "arm_compute/core/Validate.h"
 
#include "src/core/helpers/WindowHelpers.h"
#include "support/Cast.h"
#include "support/StringSupport.h"
 
namespace arm_compute
{
CLFillBorderKernel::CLFillBorderKernel() : ICLKernel(), _tensor(nullptr)
{
    _type = CLKernelType::ELEMENTWISE;
}
 
bool CLFillBorderKernel::is_parallelisable() const
{
    return false;
}
 
template <class T>
void CLFillBorderKernel::set_constant_border(unsigned int idx, const PixelValue &constant_border_value)
{
    T value;
    constant_border_value.get(value);
    ICLKernel::add_argument<T>(idx, static_cast<T>(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)
{
    _tensor = tensor;
    configure(compile_context, tensor->info(), border_size, border_mode, constant_border_value);
}
 
void CLFillBorderKernel::configure(const CLCompileContext &compile_context,
                                   ITensorInfo            *tensor,
                                   BorderSize              border_size,
                                   BorderMode              border_mode,
                                   const PixelValue       &constant_border_value)
{
    ARM_COMPUTE_ERROR_ON(tensor == nullptr);
    ARM_COMPUTE_ERROR_ON(tensor->num_channels() != 1);
    auto padding_info = get_padding_info({tensor});
 
    border_size.limit(tensor->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->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());
 
    // Create static kernel arguments
    const unsigned int valid_width         = tensor->valid_region().shape[0];
    const unsigned int valid_height        = tensor->valid_region().shape[1];
    const cl_int2      valid_region_coords = {{
             static_cast<cl_int>(tensor->valid_region().anchor[0]),
             static_cast<cl_int>(tensor->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<cl_uint>(idx, valid_width);
    ICLKernel::add_argument<cl_uint>(idx, valid_height);
    ICLKernel::add_argument<cl_int2>(idx, valid_region_coords);
    if (BorderMode::CONSTANT == border_mode)
    {
        switch (dt)
        {
            case DataType::U8:
            case DataType::QASYMM8:
                set_constant_border<uint8_t>(idx, constant_border_value);
                break;
            case DataType::S8:
            case DataType::QASYMM8_SIGNED:
                set_constant_border<int8_t>(idx, constant_border_value);
                break;
            case DataType::U16:
                set_constant_border<uint16_t>(idx, constant_border_value);
                break;
            case DataType::S16:
                set_constant_border<int16_t>(idx, constant_border_value);
                break;
            case DataType::U32:
                set_constant_border<uint32_t>(idx, constant_border_value);
                break;
            case DataType::S32:
                set_constant_border<int32_t>(idx, constant_border_value);
                break;
            case DataType::F32:
                static_assert(sizeof(float) == 4, "Float must be 32 bit");
                set_constant_border<float>(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<half>(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->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->dimension(0));
    _config_id += "_";
    _config_id += support::cpp11::to_string(tensor->dimension(1));
    _config_id += "_";
    _config_id += lower_string(string_from_border_mode(border_mode));
    ARM_COMPUTE_ERROR_ON(has_padding_changed(padding_info));
}
 
void CLFillBorderKernel::run_op(ITensorPack &tensors, const Window &window, cl::CommandQueue &queue)
{
    // Border mode undefined or border width == 0
    if (_kernel() == nullptr)
    {
        return;
    }
 
    const auto tensor =
        utils::cast::polymorphic_downcast<const ICLTensor *>(tensors.get_const_tensor(TensorType::ACL_SRC));
 
    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));
}
 
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