FullyConnected.h

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/*
 * Copyright (c) 2020 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 LUCI_INTERPRETER_KERNELS_FULLYCONNECTED_H
#define LUCI_INTERPRETER_KERNELS_FULLYCONNECTED_H
 
#include "core/Kernel.h"
#include "core/KernelParams.h"
 
namespace luci_interpreter
{
namespace kernels
{
 
class FullyConnected : public KernelWithParams<FullyConnectedParams>
{
public:
  FullyConnected(const Tensor *input, const Tensor *weights, const Tensor *bias, Tensor *output,
                 const FullyConnectedParams &params);
  FullyConnected(const Tensor *input, const Tensor *weights, const Tensor *bias, Tensor *output,
                 Tensor *scratch, const FullyConnectedParams &params)
    : FullyConnected(input, weights, bias, output, params)
  {
    _scratch = scratch;
  }
  const Tensor *input() const { return _inputs[0]; }
  const Tensor *weights() const { return _inputs[1]; }
  const Tensor *bias() const { return _inputs[2]; }
  Tensor *output() const { return _outputs[0]; }
  Tensor *scratch() const { return _scratch; }
 
  void configure() override;
  void execute() const override;
 
private:
  void evalFloat() const;
  void evalQuantized() const;
  void evalQuantizedS8() const;
  void evalHybridWI4AF32() const;
  void evalHybridWU4AF32() const;
  Tensor *_scratch = nullptr;
};
 
} // namespace kernels
} // namespace luci_interpreter
 
#endif // LUCI_INTERPRETER_KERNELS_FULLYCONNECTED_H