TorchKernel.h

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//* This file is part of the MOOSE framework
//* https://mooseframework.inl.gov
//*
//* All rights reserved, see COPYRIGHT for full restrictions
//* https://github.com/idaholab/moose/blob/master/COPYRIGHT
//*
//* Licensed under LGPL 2.1, please see LICENSE for details
//* https://www.gnu.org/licenses/lgpl-2.1.html
 
#pragma once
 
#ifdef MOOSE_LIBTORCH_ENABLED
 
#include <torch/torch.h>
 
// MOOSE includes
#include "GeneralUserObject.h"
#include "TorchAssembly.h"
#include "TorchFEInterpolation.h"
 
class TorchKernel : public GeneralUserObject
{
public:
  static InputParameters validParams();
 
  TorchKernel(const InputParameters & parameters);
 
  void initialize() override {}
  void execute() override;
  void finalize() override {}
 
protected:
  virtual void forward() = 0;
 
  TorchAssembly & _assembly;
 
  TorchFEInterpolation & _fe;
 
  at::Tensor _output;
};
 
#endif // MOOSE_LIBTORCH_ENABLED