/***************************************************************************** FILE : $Source: /projects/higgs1/SNNS/CVS/SNNS/kernel/sources/kr_typ.h,v $ SHORTNAME : SNNS VERSION : 4.2 PURPOSE : SNNS-Kernel: Datatypes and Constants for Internal Useage NOTES : 12.02.90 AUTHOR : Niels Mache DATE : CHANGED BY : Sven Doering, Michael Vogt RCS VERSION : $Revision: 2.11 $ LAST CHANGE : $Date: 1998/04/08 09:26:39 $ Copyright (c) 1990-1995 SNNS Group, IPVR, Univ. Stuttgart, FRG Copyright (c) 1996-1998 SNNS Group, WSI, Univ. Tuebingen, FRG ******************************************************************************/ #include "glob_typ.h" /* Global datatypes and constants */ #include "ext_typ.h" /* Types and constants for extern kernel */ #ifndef KR_TYPES #define KR_TYPES /*################################################# GROUP: Type Definitions #################################################*/ #ifdef __BORLANDC__ #ifndef strdup #define strdup bsd_strdup #endif /* #define int long */ #endif /* type definition of input/output pattern array */ typedef FlintType *Patterns; /* type definition of integer array for shuffeling input/output patterns */ typedef int *PatternNumbers; struct Unit ; /* Dummy declaration */ struct Site ; /* Dummy declaration */ typedef FlintType (* SiteFuncPtr) (struct Site *); typedef FlintType (* ActFuncPtr) (struct Unit *); typedef FlintType (* ActDerivFuncPtr) (struct Unit *); typedef FlintType (* OutFuncPtr) (FlintType); typedef krui_err (* LearnFuncPtr) (int, int, float *, int, float * *, int *); typedef krui_err (* UpdateFuncPtr) (float *, int); typedef krui_err (* InitFuncPtr) (float *, int); typedef krui_err (* RemapFuncPtr) (float *pat_data, int pat_size, float *remap_params, int no_of_remap_params); /*################################################# GROUP: Type Definition of Name Table #################################################*/ /* Name table structure */ struct NameTable { union { char *symbol; /* stores symbol name */ struct NameTable *next; /* stores name-table block ptr and free name-table entry */ } Entry; unsigned short sym_type, /* stores type of entry */ ref_count; /* stores no. of references to this symbol (If more then MAXSHORT references are detected the symbol will released only by krm_releaseMem() */ }; /*################################################# GROUP: Type Definition of Site-Table #################################################*/ /* Site table structure */ struct SiteTable { union { struct NameTable *site_name; /* stores the site symbol (it's not a direkt pointer to the symbol, but a pointer to the name-table entry */ struct SiteTable *next; /* stores next site-table block ptr and free site-table entries */ } Entry; SiteFuncPtr site_func; /* stores site function */ }; #ifndef Py_PYTHON_H /* dummy declaration */ typedef struct PyObject PyObject; #endif /*################################################# GROUP: Type definition of unit functionality table #################################################*/ /* Unit prototype structure */ struct FtypeUnitStruct { struct NameTable *Ftype_symbol; OutFuncPtr out_func; ActFuncPtr act_func; ActDerivFuncPtr act_deriv_func; ActDerivFuncPtr act_2_deriv_func; PyObject * python_out_func; PyObject * python_act_func; PyObject * python_act_deriv_func; PyObject * python_act_2_deriv_func; struct Site *sites; struct FtypeUnitStruct *next; struct FtypeUnitStruct *prev; }; /*################################################# GROUP: Unit/Site/Link type definitions #################################################*/ /*m.r.*/ /* BPTT: maximum number additional unit activity copies back in time, (= number of non-input layers for backpropagation) */ #define MAX_BPTT_BACKSTEP 10 /* Link structure */ struct Link { struct Unit *to; /* points to the source unit */ FlintType weight; /* link weight */ FlintType value_a, /* general purpose elements for the */ value_b, /* learning functions */ value_c; struct Link *next; /* next link */ }; /* Site structure */ struct Site { struct Link *links; /* input links of the site */ struct SiteTable *site_table; /* : site name and function */ struct Site *next; /* next site */ }; /* Type of unit flags */ typedef unsigned short FlagWord; /* Unit structure */ struct Unit { /* output MUST be the first element in unit structure ! (access is faster if functions can assume that is the FIRST element of the unit structure) */ union { FlintType output; /* unit's output */ int nextFreeUnit; /* used by the unit memory manager */ } Out; FlagWord flags; /* unit flags */ int lun; /* logical unit number */ int lln; /* logical layer number */ struct FtypeUnitStruct *Ftype_entry; /* pointer to the unit's prototype */ union { FlintType flint_no; /* used by backpropagation: holds errors from successors */ int int_no; /* used by layer sorting: holds the layer no of the unit */ char *ptr; /* used for garbage collection */ } Aux; /* general purpose use */ struct { struct Unit **my_topo_ptr; /* pointer to coresponding entry in */ /* topo_ptr_array */ int target_offset; /* offset to prototype target unit via */ /* topo_ptr_array */ int source_offset; /* offset to logioal source unit via */ /* prototype target and topo_ptr_array */ int td_connect_typ; /* recept. field or not */ } TD; /* TimeDelay net datas */ FlintType act, /* current activation */ i_act, /* initial activation */ bias; /* bias */ FlintType value_a, /* general purpose elements for the */ value_b, /* learning functions */ value_c; unsigned long int usr_flags; /* long flag word for general purpose usage within learning functions */ /*m.r.*/ FlintType olddelta, /* BPTT-section: delta value at time t */ newdelta; /* delta value at time t-1 (deltas are propagated back in time )*/ FlintType actbuf[MAX_BPTT_BACKSTEP]; /*outacts at previous time steps*/ /*m.r.*/ OutFuncPtr out_func; /* output function */ ActFuncPtr act_func; /* activation function */ ActDerivFuncPtr act_deriv_func; /* derivation act. function */ ActDerivFuncPtr act_2_deriv_func; /* second derivation act. function */ PyObject *python_out_func; /* Same as above, only if Python */ PyObject *python_act_func; /* functions should be used */ PyObject *python_act_deriv_func; PyObject *python_act_2_deriv_func; char *unit_name; /* unit name */ short subnet_no; /* subnet no. */ unsigned short layer_no; /* display layer (bitfield) */ struct PosType unit_pos; /* unit position */ /* unit's center position */ struct PositionVector unit_center_pos[ NO_OF_UNIT_CENTER_POS ]; struct Site *sites; /* points to unit's input links or sites */ }; /*################################################# GROUP: Var types used by kernel functions #################################################*/ /* stucture for storing the error codes and messages of the topologic sorting and network checking functions */ struct TopologicMessages { int error_code, /* stores the internal error code */ no_of_cycles, /* no. of detected cycles in the network */ no_of_dead_units, /* no. of dead units in the network */ no_of_layers, /* no. of layers of the network */ dest_error_unit, /* first error unit (destination unit) */ src_error_unit; /* first error unit (source unit) */ char name[20]; /* a chararcter string that can be passed */ }; /*################################################# GROUP: Link/Site/Unit and Unit Ptrs Array Type Definitions #################################################*/ /* definition of link array */ typedef struct Link *LinkArray; /* definition of site array */ typedef struct Site *SiteArray; /* definition of pointer array for topological sorting */ typedef struct Unit * *TopoPtrArray; /* definition of unit array */ typedef struct Unit *UnitArray; /* Definition of Name Table Array */ typedef struct NameTable *NTableArray; /* Definition of Site Name Table Array */ typedef struct SiteTable *STableArray; struct TransTable { short z, x, y; }; /*################################################# GROUP: Structure Size Constants #################################################*/ #define UNIT_SIZE sizeof (struct Unit) #define SITE_SIZE sizeof (struct Site) #define LINK_SIZE sizeof (struct Link) #define PATTERN_SIZE sizeof (FlintType) #define PATTERN_NO_SIZE sizeof (int) #define TOPO_PTR_SIZE sizeof (struct Unit *) #define NTABLE_SIZE sizeof (struct NameTable) #define STABLE_SIZE sizeof (struct SiteTable) #define FTYPE_UNIT_SIZE sizeof (struct FtypeUnitStruct) #endif