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/*
* Copyright (c) 2017-2021 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.
*/
#ifndef ARM_COMPUTE_NEPOOLINGLAYER_H
#define ARM_COMPUTE_NEPOOLINGLAYER_H
#include "arm_compute/core/Types.h"
#include "arm_compute/runtime/IFunction.h"
#include "arm_compute/runtime/IMemoryManager.h"
#include <memory>
namespace arm_compute
{
// Forward declarations
class ITensor;
class ITensorInfo;
/** Basic function to simulate a pooling layer with the specified pooling operation. This function calls the following Neon kernels:
*
* -# @ref NEFillBorderKernel (executed if padding size is different from zero)
* -# @ref cpu::kernels::CpuPoolingKernel
* -# @ref cpu::CpuPoolingAssemblyDispatch
*/
class NEPoolingLayer : public IFunction
{
public:
/** Constructor */
NEPoolingLayer(std::shared_ptr<IMemoryManager> memory_manager = nullptr);
/** Prevent instances of this class from being copied (As this class contains pointers) */
NEPoolingLayer(const NEPoolingLayer &) = delete;
/** Prevent instances of this class from being copied (As this class contains pointers) */
NEPoolingLayer &operator=(const NEPoolingLayer &) = delete;
/** Prevent instances of this class from being moved (As this class contains non movable objects) */
NEPoolingLayer(NEPoolingLayer &&) = delete;
/** Prevent instances of this class from being moved (As this class contains non movable objects) */
NEPoolingLayer &operator=(NEPoolingLayer &&) = delete;
/** Default destructor */
~NEPoolingLayer();
/** Set the input and output tensors.
*
* @note F16 is supported for pool sizes 2 and 3 only
*
* @param[in, out] input Source tensor. (Written to only when padding != 0) Data types supported: QASYMM8/QASYMM8_SIGNED/F16/F32.
* @param[out] output Destination tensor. Data types supported: Same as @p input.
* @param[in] pool_info Contains pooling operation information described in @ref PoolingLayerInfo.
* @param[out] indices (optional) The indices of the maximal values. Data type supported: U32.
*/
void configure(ITensor *input, ITensor *output, const PoolingLayerInfo &pool_info, ITensor *indices = nullptr);
/** Static function to check if given info will lead to a valid configuration of @ref NEPoolingLayer
*
* @note F16 is supported for pool sizes 2 and 3 only
*
* @param[in] input Source tensor info. (Written to only when padding != 0) Data types supported: QASYMM8/QASYMM8_SIGNED/F16/F32.
* @param[in] output Destination tensor info. Data types supported: Same as @p input.
* @param[in] pool_info Contains pooling operation information described in @ref PoolingLayerInfo.
* @param[in] indices (optional) Tensor info of the indices of the maximal values. Data type supported: U32.
*
* @return a status
*/
static Status validate(const ITensorInfo *input, const ITensorInfo *output, const PoolingLayerInfo &pool_info, const ITensorInfo *indices = nullptr);
// Inherited methods overridden:
void run() override;
private:
struct Impl;
std::unique_ptr<Impl> _impl;
};
}
#endif /* ARM_COMPUTE_NEPOOLINGLAYER_H */
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