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/*
* 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/CLWarpAffineKernel.h"
#include "arm_compute/core/AccessWindowStatic.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/Helpers.h"
#include "arm_compute/core/TensorInfo.h"
#include "arm_compute/core/Validate.h"
#include "support/StringSupport.h"
#include <cstddef>
#include <set>
#include <sstream>
#include <string>
namespace arm_compute
{
namespace
{
void options_add_matrix(std::set<std::string> &options, const std::array<float, 9> &matrix)
{
for(size_t i = 0; i < 6; ++i)
{
std::stringstream mat_str;
mat_str << "-DMAT" << i << "=" << matrix[i] << " ";
options.insert(mat_str.str());
}
}
} // namespace
BorderSize CLWarpAffineKernel::border_size() const
{
return BorderSize(1);
}
void CLWarpAffineKernel::configure(const ICLTensor *input, ICLTensor *output, const std::array<float, 9> &matrix, InterpolationPolicy policy)
{
configure(CLKernelLibrary::get().get_compile_context(), input, output, matrix, policy);
}
void CLWarpAffineKernel::configure(const CLCompileContext &compile_context, const ICLTensor *input, ICLTensor *output, const std::array<float, 9> &matrix, InterpolationPolicy policy)
{
ARM_COMPUTE_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(input, 1, DataType::U8);
ARM_COMPUTE_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(output, 1, DataType::U8);
ARM_COMPUTE_ERROR_ON(InterpolationPolicy::AREA == policy);
_input = input;
_output = output;
// Create build options
std::set<std::string> options;
options_add_matrix(options, matrix);
options.emplace(("-DDATA_TYPE=" + get_cl_type_from_data_type(input->info()->data_type())));
// Create kernel
std::string interpolation_name = string_from_interpolation_policy(policy);
std::transform(interpolation_name.begin(), interpolation_name.end(), interpolation_name.begin(), ::tolower);
const std::string kernel_name = "warp_affine_" + interpolation_name;
_kernel = create_kernel(compile_context, kernel_name, options);
// Set static kernel arguments
unsigned int idx = 2 * num_arguments_per_2D_tensor(); //Skip the input and output parameters
_kernel.setArg<cl_int>(idx++, input->info()->dimension(0));
_kernel.setArg<cl_int>(idx++, input->info()->dimension(1));
// Configure kernel window
constexpr unsigned int num_elems_processed_per_iteration = 4;
Window win = calculate_max_window(*output->info(), Steps(num_elems_processed_per_iteration));
int total_right = ceil_to_multiple(input->info()->dimension(0), num_elems_processed_per_iteration);
const int access_right = total_right + (((total_right - input->info()->dimension(0)) == 0) ? border_size().right : 0);
AccessWindowStatic input_access(input->info(), -border_size().left, -border_size().top, access_right, input->info()->dimension(1) + border_size().bottom);
AccessWindowHorizontal output_access(output->info(), 0, num_elems_processed_per_iteration);
update_window_and_padding(win, input_access, output_access);
output_access.set_valid_region(win, ValidRegion(Coordinates(), output->info()->tensor_shape()));
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(input->info()->data_type()));
_config_id += "_";
_config_id += support::cpp11::to_string(input->info()->dimension(0));
_config_id += "_";
_config_id += support::cpp11::to_string(input->info()->dimension(1));
_config_id += "_";
_config_id += support::cpp11::to_string(input->info()->dimension(2));
_config_id += "_";
_config_id += support::cpp11::to_string(input->info()->dimension(3));
_config_id += "_";
_config_id += support::cpp11::to_string(output->info()->dimension(0));
_config_id += "_";
_config_id += support::cpp11::to_string(output->info()->dimension(1));
_config_id += "_";
_config_id += support::cpp11::to_string(output->info()->dimension(2));
_config_id += "_";
_config_id += support::cpp11::to_string(output->info()->dimension(3));
_config_id += "_";
_config_id += lower_string(string_from_interpolation_policy(policy));
}
} // namespace arm_compute
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