RModelParser_Keras.h

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// @(#)root/tmva/pymva $Id$
// Author: Sanjiban Sengupta, 2021
 
/**********************************************************************************
 * Project: TMVA - a Root-integrated toolkit for multivariate data analysis       *
 * Package: TMVA                                                                  *
 *                                             *
 *                                                                                *
 * Description:                                                                   *
 *      Functionality for parsing a saved Keras .H5 model into RModel object      *
 *                                                                                *
 * Authors (alphabetical):                                                        *
 *      Sanjiban Sengupta <sanjiban.sg@gmail.com>                                 *
 *                                                                                *
 * Copyright (c) 2021:                                                            *
 *      CERN, Switzerland                                                         *
 *                                                                                *
 *                                                                                *
 * Redistribution and use in source and binary forms, with or without             *
 * modification, are permitted according to the terms listed in LICENSE           *
 * (see tmva/doc/LICENSE)                                          *
 **********************************************************************************/
 
 
#ifndef TMVA_SOFIE_RMODELPARSER_KERAS
#define TMVA_SOFIE_RMODELPARSER_KERAS
 
#include "TMVA/RModel.hxx"
#include "TMVA/SOFIE_common.hxx"
#include "TMVA/Types.h"
#include "TMVA/OperatorList.hxx"
 
#include "TMVA/PyMethodBase.h"
 
#include "Rtypes.h"
#include "TString.h"
 
 
namespace TMVA{
namespace Experimental{
namespace SOFIE{
namespace PyKeras{
 
 
/// Parser function for translatng Keras .h5 model into a RModel object.
/// Accepts the file location of a Keras model and returns the
/// equivalent RModel object.
/// One can specify as option a batch size that can be used when the input Keras model
/// has not a defined input batch size : e.g. for input = (input_dim,)
RModel Parse(std::string filename, int batch_size = -1);
 
}//PyKeras
}//SOFIE
}//Experimental
}//TMVA
#endif //TMVA_PYMVA_RMODELPARSER_KERAS