/************************************************************************************ This file is part of SnnsCLib, a fork of the kernel and parts of the gui of the Stuttgart Neural Network Simulator (SNNS), version 4.3. The file's original version is part of SNNS 4.3. It's source code can be found at http://www.ra.cs.uni-tuebingen.de/SNNS/ SNNS 4.3 is under the license LGPL v2. We note that source code files of SNNS 4.3 state as version "4.2". Base of this fork is SNNS 4.3 with a reverse-applied python patch (see http://developer.berlios.de/projects/snns-dev/). SnnsCLib was developed in 2010 by Christoph Bergmeir under supervision of José M. Benítez, both affiliated to DiCITS Lab, Sci2s group, DECSAI, University of Granada Changes done to the original code were performed with the objective to port it from C to C++ and to encapsulate all code in one class named SnnsCLib. Changes in header files mainly include: * removed all static keywords * moved initializations of variables to the constructor of SnnsCLib Changes in cpp code files mainly include: * changed file ending from .c to .cpp * removed all SNNS internal includes and only include SnnsCLib * static variables within functions were turned into member variables of SnnsCLib * function declarations were changed to method declarations, i.e. "SnnsCLib::.." was added * calls to the function table are now "C++-style", using the "this"-pointer License of SnnsCLib: This library is free software; you can redistribute it and/or modify it under the terms of the GNU Library General Public License as published by the Free Software Foundation; either version 2 of the License, or (at your option) any later version. This library is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Library General Public License for more details. You should have received a copy of the GNU Library General Public License along with this library; see the file COPYING.LIB. If not, write to the Free Software Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301, USA. ************************************************************************************/ /** * This file is derived from the original SNNS Kernel Global Datatypes and * Constants file $SNNS_DIR/kernel/sources/glob_type.h */ #ifndef SNNS_GLOBAL_TYPES_HEADER #define SNNS_GLOBAL_TYPES_HEADER #include #ifdef ultrix /* DEC's pseudo ansi C-compiler doesn't understand const */ # define const #endif #ifndef __BORLANDC__ /* define MASPAR_KERNEL to build the parallel MasPar Kernel */ /* #define MASPAR_KERNEL */ #endif #ifdef MASPAR_KERNEL /* define MASPAR_KERNEL_EMULATION to build a (sequentiel) kernel that simulates the MasPar interface */ /* #define MASPAR_KERNEL_EMULATION */ /* #define KERNEL_VERBOSE */ #endif /* ****************************************** */ #ifndef TRUE #define TRUE 1 #endif #ifndef FALSE #define FALSE 0 #endif /*################################################# GROUP: Public Constants #################################################*/ /* Kernel user interface error codes */ #define KRERR_NO_ERROR 0 #define KRERR_INSUFFICIENT_MEM -1 #define KRERR_UNIT_NO -2 #define KRERR_OUTFUNC -3 #define KRERR_ACTFUNC -4 #define KRERR_SITEFUNC -5 #define KRERR_CREATE_SITE -6 #define KRERR_ALREADY_CONNECTED -7 #define KRERR_CRITICAL_MALLOC -8 #define KRERR_FTYPE_NAME -9 #define KRERR_FTYPE_ENTRY -10 #define KRERR_COPYMODE -11 #define KRERR_NO_SITES -12 #define KRERR_FROZEN -13 #define KRERR_REDEF_SITE_NAME -14 #define KRERR_UNDEF_SITE_NAME -15 #define KRERR_NOT_3D -16 #define KRERR_DUPLICATED_SITE -17 #define KRERR_INUSE_SITE -18 #define KRERR_FTYPE_SITE -19 #define KRERR_FTYPE_SYMBOL -20 #define KRERR_IO -21 #define KRERR_SAVE_LINE_LEN -22 #define KRERR_FEW_LAYERS -23 #define KRERR_NO_UNITS -24 #define KRERR_EOF -25 #define KRERR_LINE_LENGTH -26 #define KRERR_FILE_FORMAT -27 #define KRERR_FILE_OPEN -28 #define KRERR_FILE_SYNTAX -29 #define KRERR_MALLOC1 -30 #define KRERR_TTYPE -31 #define KRERR_SYMBOL -32 #define KRERR_NO_SUCH_SITE -33 #define KRERR_NO_HIDDEN_UNITS -34 #define KRERR_CYCLES -35 #define KRERR_DEAD_UNITS -36 #define KRERR_INPUT_PATTERNS -37 #define KRERR_OUTPUT_PATTERNS -38 #define KRERR_CHANGED_I_UNITS -39 #define KRERR_CHANGED_O_UNITS -40 #define KRERR_NO_INPUT_UNITS -41 #define KRERR_NO_OUTPUT_UNITS -42 #define KRERR_NO_PATTERNS -43 #define KRERR_INCORE_PATTERNS -44 #define KRERR_PATTERN_NO -45 #define KRERR_LEARNING_FUNC -46 #define KRERR_PARAMETERS -47 #define KRERR_UPDATE_FUNC -48 #define KRERR_INIT_FUNC -49 #define KRERR_DERIV_FUNC -50 #define KRERR_I_UNITS_CONNECT -51 #define KRERR_O_UNITS_CONNECT -52 #define KRERR_TOPOMODE -53 #define KRERR_LEARNING_SITES -54 #define KRERR_SITES_NO_SUPPORT -55 #define KRERR_NO_MASPAR_KERNEL -56 #define KRERR_NOT_NEIGHBOUR_LAYER -57 #define KRERR_MUCH_LAYERS -58 #define KRERR_NOT_FULLY_CONNECTED -59 #define KRERR_MODE_FF1_INVALID_OP -60 #define KRERR_NET_TRANSFORM -61 #define KRERR_NO_CURRENT_LINK -62 #define KRERR_NO_CURRENT_UNIT -63 #define KRERR_UNIT_NO_INPUTS -64 #define KRERR_TOPO_DEFINITION -65 #define KRERR_BAD_CONNECTION -66 #define KRERR_MASPAR_NO_RESPOND -67 #define KRERR_NOT_IMPEMENTED_YET -68 #define KRERR_NOT_PARALLEL_MODE -69 #define KRERR_MASPAR_OUT_OF_PE_MEM -70 #define KRERR_MASPAR_COMMUNICATE -71 #define KRERR_MASPAR_OUT_OF_PE -72 #define KRERR_MISSING_DEFAULT_FUNC -73 #define KRERR_MASPAR_MULTI_OUT_FUNC -74 #define KRERR_MASPAR_MULTI_ACT_FUNC -75 #define KRERR_NET_DEPTH -76 #define KRERR_NO_OF_UNITS_IN_LAYER -77 #define KRERR_UNIT_MISSING -78 #define KRERR_UNDETERMINED_UNIT -79 #define KRERR_ACT_FUNC -80 #define KRERR_OUT_FUNC -81 #define KRERR_SITE_FUNC -82 #define KRERR_UNEXPECTED_SITES -83 #define KRERR_UNEXPECTED_DIRECT_INPUTS -84 #define KRERR_SITE_MISSING -85 #define KRERR_UNEXPECTED_LINK -86 #define KRERR_LINK_MISSING -87 #define KRERR_LINK_TO_WRONG_SITE -88 #define KRERR_TOPOLOGY -89 #define KRERR_PARAM_BETA -90 #define KRERR_CC_ERROR1 -91 #define KRERR_CC_ERROR2 -92 #define KRERR_CC_ERROR3 -93 #define KRERR_CC_ERROR4 -94 #define KRERR_CC_ERROR5 -95 #define KRERR_CC_ERROR6 -96 #define KRERR_CC_ERROR7 -97 #define KRERR_CC_ERROR8 -98 #define KRERR_CC_ERROR9 -99 #define KRERR_CC_ERROR10 -100 #define KRERR_CC_ERROR11 -101 #define DLVQ_ERROR1 -102 #define DLVQ_ERROR2 -103 #define DLVQ_ERROR3 -104 #define DLVQ_ERROR4 -105 #define DLVQ_ERROR5 -106 #define KRERR_NP_NO_MORE_ENTRIES -107 #define KRERR_NP_NO_SUCH_PATTERN_SET -108 #define KRERR_NP_NO_CURRENT_PATTERN -109 #define KRERR_NP_DIMENSION -110 #define KRERR_NP_NO_SUCH_PATTERN -111 #define KRERR_NP_NO_CURRENT_PATTERN_SET -112 #define KRERR_NP_DOES_NOT_FIT -113 #define KRERR_NP_NO_TRAIN_SCHEME -114 #define KRERR_NP_NO_OUTPUT_PATTERN -115 #define KRERR_NP_INCOMPATIBLE_NEW -116 #define KRERR_IP_ISNOTINITED -117 #define KRERR_IP_ISINITED -118 #define KRERR_IP_SENDMSGFAILED -119 #define KRERR_IP_MSGSYNTAX -120 #define KRERR_IP_UNKNOWENCMD -121 #define KRERR_IP_LESSPAT -122 #define KRERR_IP_WEIGHTUPDATE -123 #define KRERR_IP_LEARNFNOTPAR -124 /* codes 125 to 129 belonged to delted rpc sources */ #define KRERR_NP_WORKAROUND -130 #define DDA_PARAM_ONE -131 #define DDA_PARAM_TWO -132 #define DDA_PARAM_THREE -133 #define DDA_DESIRED_CLASS -134 #define DDA_CONN_POINTER -135 #define DDA_SHORTCUTS -136 #define DDA_INPUT_ACT_FUNC -137 #define DDA_HIDDEN_ACT_FUNC -138 #define DDA_OUTPUT_ACT_FUNC -139 #define KRERR_CC_INVALID_ADD_PARAMETERS -140 #define KRERR_UPS_ACT_NOT_THRESHOLD -141 #define KRERR_UPS_LEARN_NOT_BACKPROP -142 #define KRERR_SINGLE_CLASS -143 #define KRERR_REMAP_FUNC -144 #define KRERR_NO_CLASSES -145 #define KRERR_ILL_CLASS_DISTRIB -146 #define KRERR_CANT_NORM -147 /* Function types */ #define OUT_FUNC 1 #define ACT_FUNC 2 #define SITE_FUNC 3 #define LEARN_FUNC 4 #define UPDATE_FUNC 5 #define INIT_FUNC 6 #define ACT_DERIV_FUNC 7 #define JOG_WEIGHT_FUNC 8 #define ACT_2_DERIV_FUNC 9 #define PRUNING_FUNC 10 #define TEST_FUNC 11 #define REMAP_FUNC 12 #define FUNC_TYPE_MASK 0x00ff #define DEFAULT_FUNC 0x0100 #define BENCH_FUNC 0x0200 #define FF_LEARN_FUNC 0x0400 /* used by pruning algorithms */ /* entry types for name table */ #define UNUSED_SYM 0 #define UNIT_SYM 1 #define SITE_SYM 2 #define FTYPE_UNIT_SYM 3 /* constants for the network-analyzer tool */ #define MAX_ARRAY_SIZE 5000 #define NA_ERROR_LIN 1 #define NA_ERROR_SQR 2 #define NA_ERROR_SU 3 /* Copy Modes */ #define INPUTS_AND_OUTPUTS 1 #define ONLY_INPUTS 2 #define ONLY_OUTPUTS 3 #define ONLY_UNIT 4 /* Topological Unit Types */ #define UNIT_UNKNOWN 0 #define UNIT_INPUT 1 #define UNIT_OUTPUT 2 #define UNIT_HIDDEN 3 #define UNIT_DUAL 4 #define UNIT_SPECIAL 5 #define UNIT_SPECIAL_I 6 #define UNIT_SPECIAL_O 7 #define UNIT_SPECIAL_H 8 #define UNIT_SPECIAL_D 9 #define UNIT_SPECIAL_X 10 /* Only used for toggle special flag */ #define UNIT_N_SPECIAL_X 11 /* Only used for toggle special flag */ /* Unit Input Types */ #define NO_INPUTS 0 #define SITES 1 #define DIRECT_LINKS 2 /* Pattern update modes */ #define OUTPUT_NOTHING 1 #define OUTPUT_ACT 2 #define OUTPUT_OUT 3 /* Maximum number of pattern sets */ #define NO_OF_PAT_SETS 2 /* Maximum Dimensions of Pattern */ #define MAX_NO_OF_VAR_I_DIM 2 /* maximum number of variable input */ /* dimensions */ #define MAX_NO_OF_VAR_O_DIM 2 /* maximum number of variable */ /* output dimensions */ #define MAX_NO_OF_VAR_DIM 2 /* maximum of MAX_NO_OF_VAR_I_DIM */ /* MAX_NO_OF_VAR_O_DIM */ /* Maximum no. of learning parameters for learning functions */ #define NO_OF_LEARN_PARAMS 28 /* Maximum no. of results from the learning functions */ #define NO_OF_RESULTS 10 /* Maximum no. of stored error from the learning functions */ #define NO_OF_STORED_ERRORS 50 /* Maximum no. of init parameters for initialization functions */ #define NO_OF_INIT_PARAMS 10 /* Maximum no. of update parameters for update functions */ #define NO_OF_UPDATE_PARAMS 10 /* Maximum no. of parameters for pattern remap functions */ #define NO_OF_REMAP_PARAMS 5 /* Translation Table op's */ #define OP_TRANSTABLE_GET 1 #define OP_TRANSTABLE_SET 2 #define OP_TRANSTABLE_CLEAR 3 /*################################################# GROUP: Global Var's #################################################*/ /* Kernel Interface Error Code */ #ifndef SNNS_KERNEL extern int KernelErrorCode; #endif /*################################################# GROUP: Global Datatypes #################################################*/ //typedef int bool; typedef float FlintType; typedef int krui_err; typedef struct { double parameter[NO_OF_LEARN_PARAMS]; /* UI_NO_OF_CASCADE_PARAMS is declared in ui.h the learn parameter */ int noOfParameters; /* number of learn parameters */ char **parameterDescription; /* not supported yet */ double result[NO_OF_RESULTS]; /* the result of training */ int noOfResults; /* number of results */ int firstPattern; /* the first pattern to train */ int lastPattern; /* the last pattern to train */ int noOfEpochs; /* number of epochs to learn */ double learnErrors[NO_OF_STORED_ERRORS]; /* stores the Error */ int atEpoch[NO_OF_STORED_ERRORS]; /* the epoch for the error */ int noOfErrors; /* the number of stored errrors*/ float netError; /* the last net error */ int lastEpoch; /* the last epoch learned */ bool interrupted; /* marks if all epochs learned */ } NetLearnParameters; typedef struct { int number_of_pattern; /* the number of pattern (pairs) in */ /* this set */ int virtual_no_of_pattern; /* the number of pattern (pairs) if */ /* class_distrib_active == TRUE */ bool output_present; /* TRUE if output pattern present */ bool fixed_fixsizes; /* the fixsizes of all pattern are equal */ int in_fixsize; /* if fixed_fixsizes TRUE, fixsize of */ /* the input pattern, else -1 */ int out_fixsize; /* if fixed_fixsizes TRUE, fixsize of */ /* the output pattern, else -1 */ int in_number_of_dims; /* number of variable input dimensions */ int out_number_of_dims; /* number of variable output dimensions */ int in_max_dim_sizes[MAX_NO_OF_VAR_I_DIM]; /* maximum values of */ /* the input dimension */ int out_max_dim_sizes[MAX_NO_OF_VAR_O_DIM]; /* maximum values of the */ /* output dimension */ int in_min_dim_sizes[MAX_NO_OF_VAR_I_DIM]; /* minimum values of the */ /* input dimensions */ int out_min_dim_sizes[MAX_NO_OF_VAR_O_DIM]; /* minimum values of the */ /* output dimensions */ int classes; /* number of pattern classes if > 0 */ char **class_names; /* array of class names, ordered */ bool class_distrib_active; /* class amount redistribution is active */ int *class_redistribution; /* amounts for redistrib. entries */ char *remap_function; /* name of remap function or NULL */ float remap_params[NO_OF_REMAP_PARAMS]; /* remap function parameters */ int no_of_remap_params; /* number of remap function parameters */ } pattern_set_info; typedef struct { int input_dim; /* number of variable input dimensions */ int input_dim_sizes[MAX_NO_OF_VAR_I_DIM]; /* actual sizes of the input */ /* dimensions */ int input_fixsize; /* size of the fixed part of the in pattern */ /* or 0 if no input pattern present */ int output_dim; /* number of variable output dimensions */ int output_dim_sizes[MAX_NO_OF_VAR_O_DIM]; /* actual sizes of the output */ /* dimensions */ int output_fixsize; /* size of the fixed part of the out pattern */ /* or 0 if no output pattern present */ int my_class; /* class index of this pattern, if classes */ /* available, -1 otherwise */ } pattern_descriptor; #ifdef __STDC__ typedef double FlintTypeParam; #else typedef float FlintTypeParam; #endif /*################################################# GROUP: 3D-Kernel Definitions #################################################*/ #define HAVE_QSORT struct PosType { short x, y, z; }; #define NO_OF_UNIT_CENTER_POS 1 struct PositionVector { float x, y, z, w; }; /* List of Inversion Units */ struct UnitList{ int no; FlintType act; FlintType i_act; FlintType im_act; struct PosType gridPos; struct UnitList *next; struct UnitList *prev; }; /*################################################# GROUP: Constants for the parallel kernel #################################################*/ /* Topologic network types */ #define NET_TYPE_GENERAL 0 /* normal network presentation, no limitations */ #define NET_TYPE_FF1 1 /* feedforward net with limitations */ /* MasPar modes */ #define MASPAR_DISCONNECT 0 #define MASPAR_CONNECT 1 #endif