arm_compute/core/CL/kernels/CLAccumulateKernel.h

/*
 * 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
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 * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
 * SOFTWARE.
 */
#ifndef ARM_COMPUTE_CLACCUMULATEKERNEL_H
#define ARM_COMPUTE_CLACCUMULATEKERNEL_H

#include "arm_compute/core/CL/ICLSimple2DKernel.h"

#include <cstdint>

namespace arm_compute
{
class ICLTensor;

/** Interface for the accumulate kernel.
 *
 * Accumulation is computed by:
 * @f[ accum(x,y) = accum(x,y) + input(x,y) @f]
 */
class CLAccumulateKernel : public ICLSimple2DKernel
{
public:
    /** Set the input and accumulation tensors.
     *
     * @param[in]  input Source tensor. Data types supported: U8.
     * @param[out] accum Destination tensor. Data types supported: S16.
     */
    void configure(const ICLTensor *input, ICLTensor *accum);
    /** Set the input and accumulation tensors.
     *
     * @param[in]  compile_context The compile context to be used.
     * @param[in]  input           Source tensor. Data types supported: U8.
     * @param[out] accum           Destination tensor. Data types supported: S16.
     */
    void configure(const CLCompileContext &compile_context, const ICLTensor *input, ICLTensor *accum);
};

/** Interface for the accumulate weighted kernel.
 *
 * Weighted accumulation is computed:
 * @f[ accum(x,y) = (1 - \alpha)*accum(x,y) + \alpha*input(x,y) @f]
 *
 * Where @f$ 0 \le \alpha \le 1 @f$
 * Conceptually, the rounding for this is defined as:
 * @f[ output(x,y)= uint8( (1 - \alpha) * float32( int32( output(x,y) ) ) + \alpha * float32( int32( input(x,y) ) ) ) @f]
*/
class CLAccumulateWeightedKernel : public ICLSimple2DKernel
{
public:
    /** Set the input and accumulation images, and the scale value.
     *
     * @param[in]     input Source tensor. Data types supported: U8.
     * @param[in]     alpha Scalar value in the range [0, 1.0]. Data types supported: F32.
     * @param[in,out] accum Accumulated tensor. Data types supported: U8.
     */
    void configure(const ICLTensor *input, float alpha, ICLTensor *accum);
    /** Set the input and accumulation images, and the scale value.
     *
     * @param[in]     compile_context The compile context to be used.
     * @param[in]     input           Source tensor. Data types supported: U8.
     * @param[in]     alpha           Scalar value in the range [0, 1.0]. Data types supported: F32.
     * @param[in,out] accum           Accumulated tensor. Data types supported: U8.
     */
    void configure(const CLCompileContext &compile_context, const ICLTensor *input, float alpha, ICLTensor *accum);
};

/** Interface for the accumulate squared kernel.
 *
 * The accumulation of squares is computed:
 * @f[ accum(x,y) = saturate_{int16} ( (uint16) accum(x,y) + (((uint16)(input(x,y)^2)) >> (shift)) ) @f]
 *
 * Where @f$ 0 \le shift \le 15 @f$
*/
class CLAccumulateSquaredKernel : public ICLSimple2DKernel
{
public:
    /** Set the input and accumulation tensors and the shift value.
     *
     * @param[in]     input Source tensor. Data types supported: U8.
     * @param[in]     shift Shift value in the range of [0, 15]. Data types supported: U32.
     * @param[in,out] accum Accumulated tensor. Data types supported: S16.
     */
    void configure(const ICLTensor *input, uint32_t shift, ICLTensor *accum);
    /** Set the input and accumulation tensors and the shift value.
     *
     * @param[in]     compile_context The compile context to be used.
     * @param[in]     input           Source tensor. Data types supported: U8.
     * @param[in]     shift           Shift value in the range of [0, 15]. Data types supported: U32.
     * @param[in,out] accum           Accumulated tensor. Data types supported: S16.
     */
    void configure(const CLCompileContext &compile_context, const ICLTensor *input, uint32_t shift, ICLTensor *accum);
};
} // namespace arm_compute
#endif /*ARM_COMPUTE_CLACCUMULATEKERNEL_H */