CLSelectKernel.cpp

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/*
 * Copyright (c) 2018-2021, 2023 Arm Limited.
 *
 * SPDX-License-Identifier: MIT
 *
 * Permission is hereby granted, free of charge, to any person obtaining a copy
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 * furnished to do so, subject to the following conditions:
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 * The above copyright notice and this permission notice shall be included in all
 * copies or substantial portions of the Software.
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#include "src/core/CL/kernels/CLSelectKernel.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/Helpers.h"
#include "arm_compute/core/TensorInfo.h"
#include "arm_compute/core/Utils.h"
#include "arm_compute/core/utils/helpers/AdjustVecSize.h"
 
#include "src/core/CL/CLValidate.h"
#include "src/core/helpers/AutoConfiguration.h"
#include "src/core/helpers/WindowHelpers.h"
#include "support/StringSupport.h"
 
namespace arm_compute
{
namespace
{
Status validate_arguments(const ITensorInfo *c, const ITensorInfo *x, const ITensorInfo *y, const ITensorInfo *output)
{
    ARM_COMPUTE_RETURN_ERROR_ON_NULLPTR(c, x, y, output);
    ARM_COMPUTE_RETURN_ERROR_ON_F16_UNSUPPORTED(x);
    ARM_COMPUTE_RETURN_ERROR_ON(x->data_type() == DataType::UNKNOWN);
    ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_SHAPES(x, y);
    ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_DATA_TYPES(x, y);
    ARM_COMPUTE_RETURN_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(c, 1, DataType::U8);
 
    const bool is_same_rank = (c->tensor_shape().num_dimensions() == x->tensor_shape().num_dimensions());
    ARM_COMPUTE_RETURN_ERROR_ON(is_same_rank && (x->tensor_shape() != c->tensor_shape()));
    ARM_COMPUTE_RETURN_ERROR_ON(!is_same_rank &&
                                ((c->tensor_shape().num_dimensions() > 1) ||
                                 (c->tensor_shape().x() != x->tensor_shape()[x->tensor_shape().num_dimensions() - 1])));
 
    if (output->total_size() != 0)
    {
        ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_SHAPES(x, output);
        ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_DATA_TYPES(x, output);
    }
 
    return Status{};
}
} // namespace
 
CLSelectKernel::CLSelectKernel() : _c(nullptr), _x(nullptr), _y(nullptr), _output(nullptr), _has_same_rank(false)
{
    _type = CLKernelType::ELEMENTWISE;
}
 
void CLSelectKernel::configure(const CLCompileContext &compile_context,
                               const ICLTensor        *c,
                               const ICLTensor        *x,
                               const ICLTensor        *y,
                               ICLTensor              *output)
{
    ARM_COMPUTE_ERROR_ON_NULLPTR(c, x, y, output);
    ARM_COMPUTE_ERROR_THROW_ON(validate_arguments(c->info(), x->info(), y->info(), output->info()));
 
    _c             = c;
    _x             = x;
    _y             = y;
    _output        = output;
    _has_same_rank = (c->info()->tensor_shape().num_dimensions() == x->info()->tensor_shape().num_dimensions());
 
    auto               padding_info         = get_padding_info({c, x, y, output});
    const unsigned int vec_size_x           = adjust_vec_size(16 / x->info()->element_size(), x->info()->dimension(0));
    const int          vec_size_x_leftovers = output->info()->dimension(0) % vec_size_x;
 
    // Set build options
    CLBuildOptions build_opts;
    build_opts.add_option("-DDATA_TYPE=" + get_cl_unsigned_type_from_element_size(x->info()->element_size()));
    build_opts.add_option("-DVEC_SIZE=" + support::cpp11::to_string(vec_size_x));
    build_opts.add_option("-DVEC_SIZE_LEFTOVER=" + support::cpp11::to_string(vec_size_x_leftovers));
 
    // Create kernel
    std::string kernel_name = "select";
    if (_has_same_rank)
    {
        kernel_name += "_same_rank";
    }
    else
    {
        const bool is_input_rank_greater_than_two = x->info()->tensor_shape().num_dimensions() > 2;
        if (is_input_rank_greater_than_two)
        {
            const size_t width      = x->info()->tensor_shape().x();
            const size_t height     = x->info()->tensor_shape().y();
            const size_t outer_size = x->info()->tensor_shape()[x->info()->tensor_shape().num_dimensions() - 1];
            const size_t depth_size = x->info()->tensor_shape().total_size() / (width * height * outer_size);
            build_opts.add_option("-DDEPTH_SIZE=" + support::cpp11::to_string(depth_size));
        }
        kernel_name += "_different_rank";
        kernel_name += is_input_rank_greater_than_two ? "_n" : "_2";
    }
    _kernel = create_kernel(compile_context, kernel_name, build_opts.options());
 
    // Configure kernel window
    auto_init_if_empty(*output->info(), *x->info()->clone());
    Window win = calculate_max_window(*x->info(), Steps(vec_size_x));
    ICLKernel::configure_internal(win);
 
    _config_id = "select_";
    _config_id += string_from_data_type(x->info()->data_type());
    _config_id += "_";
    _config_id += support::cpp11::to_string(x->info()->dimension(0));
    _config_id += "_";
    _config_id += support::cpp11::to_string(x->info()->dimension(1));
    _config_id += "_";
    _config_id += support::cpp11::to_string(x->info()->dimension(2));
    ARM_COMPUTE_ERROR_ON(has_padding_changed(padding_info));
}
 
Status
CLSelectKernel::validate(const ITensorInfo *c, const ITensorInfo *x, const ITensorInfo *y, const ITensorInfo *output)
{
    ARM_COMPUTE_RETURN_ON_ERROR(validate_arguments(c, x, y, output));
    return Status{};
}
 
void CLSelectKernel::run(const arm_compute::Window &window, cl::CommandQueue &queue)
{
    ARM_COMPUTE_ERROR_ON_UNCONFIGURED_KERNEL(this);
    ARM_COMPUTE_ERROR_ON_INVALID_SUBWINDOW(ICLKernel::window(), window);
 
    Window collapsed = window.collapse_if_possible(ICLKernel::window(), Window::DimZ);
    Window slice     = collapsed.first_slice_window_3D();
 
    if (!_has_same_rank)
    {
        Window vector_slice = window.first_slice_window_1D();
        vector_slice.set(Window::DimX, Window::Dimension(0, 0, 0));
        unsigned int idx = 0;
        add_1D_tensor_argument(idx, _c, vector_slice);
    }
 
    do
    {
        unsigned int idx = _has_same_rank ? 0 : num_arguments_per_1D_tensor();
        if (_has_same_rank)
        {
            add_3D_tensor_argument(idx, _c, slice);
        }
        add_3D_tensor_argument(idx, _x, slice);
        add_3D_tensor_argument(idx, _y, slice);
        add_3D_tensor_argument(idx, _output, slice);
 
        enqueue(queue, *this, slice, lws_hint());
    } while (collapsed.slide_window_slice_3D(slice));
}
} // namespace arm_compute