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/*
* Copyright (c) 2018 Samsung Electronics Co., Ltd. All Rights Reserved
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/
#ifndef __GENERIC_FULLY_CONNECTED_LAYER_H__
#define __GENERIC_FULLY_CONNECTED_LAYER_H__
#include <arm_compute/runtime/Tensor.h>
#include <arm_compute/runtime/CL/CLTensor.h>
#include <arm_compute/runtime/CL/functions/CLFullyConnectedLayer.h>
#include <arm_compute/runtime/NEON/functions/NEFullyConnectedLayer.h>
#include "internal/layers/GenericReshapeLayer.h"
class GenericFullyConnectedLayer : public ::arm_compute::IFunction
{
public:
void configure(::arm_compute::ITensor *input, ::arm_compute::ITensor *weights,
::arm_compute::ITensor *biases, ::arm_compute::ITensor *output, bool needs_reshape,
::arm_compute::TensorShape reshape);
public:
void run(void) override;
private:
::arm_compute::ITensor *_input;
::arm_compute::ITensor *_weights;
::arm_compute::ITensor *_biases;
::arm_compute::ITensor *_output;
// buffer for reshaping input tensor
::arm_compute::CLTensor _cl_buffer;
::arm_compute::Tensor _neon_buffer;
private:
::arm_compute::CLFullyConnectedLayer _cl_fc;
::arm_compute::NEFullyConnectedLayer _neon_fc;
GenericReshapeLayer _generic_reshape;
bool _needs_reshape;
};
#endif // __GENERIC_FULLY_CONNECTED_LAYER_H__
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