lrn_op.h

/* Copyright (c) 2016 Baidu, Inc. All Rights Reserved.
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==============================================================================*/

#include "framework/operator.h"
#include "operators/kernel/lrn_kernel.h"
#include "operators/op_param.h"

namespace paddle_mobile {
namespace operators {

using namespace framework;

template <typename DeviceType, typename T>
class LrnOp : public framework::OperatorWithKernel<DeviceType> {
 public:
  LrnOp(const std::string &type, const VariableNameMap &inputs,
        const VariableNameMap &outputs, const framework::AttributeMap attrs,
        std::shared_ptr<framework::Scope> scope)
      : framework::OperatorWithKernel<DeviceType>(type, inputs, outputs, attrs,
                                                  scope),
        param_(inputs, outputs, attrs, *scope) {}

  void Run() const {
    operators::LrnKernel<DeviceType, T> kernel;
    kernel.Compute(param_);
  }

  using framework::OperatorWithKernel<DeviceType>::OperatorWithKernel;
  void InferShape() const override;

 protected:
  LrnParam param_;
};

}  // namespace operators
}  // namespace paddle_mobile