src/runtime/NEON/functions/NEHOGGradient.cpp

/*
 * 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
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 * 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
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#include "arm_compute/runtime/NEON/functions/NEHOGGradient.h"

#include "arm_compute/core/Validate.h"
#include "arm_compute/runtime/NEON/NEScheduler.h"
#include "src/core/NEON/kernels/NEDerivativeKernel.h"
#include "src/core/NEON/kernels/NEFillBorderKernel.h"
#include "src/core/NEON/kernels/NEMagnitudePhaseKernel.h"
#include "support/MemorySupport.h"

namespace arm_compute
{
NEHOGGradient::~NEHOGGradient() = default;

NEHOGGradient::NEHOGGradient(std::shared_ptr<IMemoryManager> memory_manager) // NOLINT
    : _memory_group(std::move(memory_manager)),
      _derivative(),
      _mag_phase(nullptr),
      _gx(),
      _gy()
{
}

void NEHOGGradient::configure(ITensor *input, ITensor *output_magnitude, ITensor *output_phase, PhaseType phase_type, BorderMode border_mode, uint8_t constant_border_value)
{
    ARM_COMPUTE_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(input, 1, DataType::U8);
    ARM_COMPUTE_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(output_magnitude, 1, DataType::S16);
    ARM_COMPUTE_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(output_phase, 1, DataType::U8);

    const TensorShape &shape_img = input->info()->tensor_shape();

    // Allocate image memory
    TensorInfo info(shape_img, Format::S16);
    _gx.allocator()->init(info);
    _gy.allocator()->init(info);

    // Manage intermediate buffers
    _memory_group.manage(&_gx);
    _memory_group.manage(&_gy);

    // Initialise derivate kernel
    _derivative.configure(input, &_gx, &_gy, border_mode, constant_border_value);

    // Initialise magnitude/phase kernel
    if(PhaseType::UNSIGNED == phase_type)
    {
        auto k = arm_compute::support::cpp14::make_unique<NEMagnitudePhaseKernel<MagnitudeType::L2NORM, PhaseType::UNSIGNED>>();
        k->configure(&_gx, &_gy, output_magnitude, output_phase);
        _mag_phase = std::move(k);
    }
    else
    {
        auto k = arm_compute::support::cpp14::make_unique<NEMagnitudePhaseKernel<MagnitudeType::L2NORM, PhaseType::SIGNED>>();
        k->configure(&_gx, &_gy, output_magnitude, output_phase);
        _mag_phase = std::move(k);
    }

    // Allocate intermediate tensors
    _gx.allocator()->allocate();
    _gy.allocator()->allocate();
}

void NEHOGGradient::run()
{
    MemoryGroupResourceScope scope_mg(_memory_group);

    // Run derivative
    _derivative.run();

    // Run magnitude/phase kernel
    NEScheduler::get().schedule(_mag_phase.get(), Window::DimY);
}
} // namespace arm_compute