/***************************************************************************************
 *
 *  WRITEPAD(r): Handwriting Recognition Engine (HWRE) and components.
 *  Copyright (c) 2001-2016 PhatWare (r) Corp. All rights reserved.
 *
 *  Licensing and other inquires: <developer@phatware.com>
 *  Developer: Stan Miasnikov, et al. (c) PhatWare Corp. <http://www.phatware.com>
 *
 *  WRITEPAD HWRE is free software: you can redistribute it and/or modify
 *  it under the terms of the GNU General Public License as published by
 *  the Free Software Foundation, either version 3 of the License, or
 *  (at your option) any later version.
 *
 *  THE MATERIAL EMBODIED ON THIS SOFTWARE IS PROVIDED TO YOU "AS-IS"
 *  AND WITHOUT WARRANTY OF ANY KIND, EXPRESS, IMPLIED OR OTHERWISE,
 *  INCLUDING WITHOUT LIMITATION, ANY WARRANTY OF MERCHANTABILITY OR
 *  FITNESS FOR A PARTICULAR PURPOSE. IN NO EVENT SHALL PHATWARE CORP.
 *  BE LIABLE TO YOU OR ANYONE ELSE FOR ANY DIRECT, SPECIAL, INCIDENTAL,
 *  INDIRECT OR CONSEQUENTIAL DAMAGES OF ANY KIND, OR ANY DAMAGES WHATSOEVER,
 *  INCLUDING WITHOUT LIMITATION, LOSS OF PROFIT, LOSS OF USE, SAVINGS
 *  OR REVENUE, OR THE CLAIMS OF THIRD PARTIES, WHETHER OR NOT PHATWARE CORP.
 *  HAS BEEN ADVISED OF THE POSSIBILITY OF SUCH LOSS, HOWEVER CAUSED AND ON
 *  ANY THEORY OF LIABILITY, ARISING OUT OF OR IN CONNECTION WITH THE
 *  POSSESSION, USE OR PERFORMANCE OF THIS SOFTWARE.
 *  See the GNU General Public License for more details.
 *
 *  You should have received a copy of the GNU General Public License
 *  along with WritePad.  If not, see <http://www.gnu.org/licenses/>.
 *
 **************************************************************************************/

// **************************************************************************
// *   NNET file as Cpp file                                                *
// **************************************************************************

#include "snn.h"  
#include "mlp.h"

#if 0
#if MLP_CELL_MAXINPUTS != 32 || MLP_NET_NUMSIGNALS != 794 
 #error Wrong NET configuration!
#endif
#endif

// ****   NET body   ********************************************************

RECO_DATA mlp_net_type img_snet_body_frn = 
 {
   {"HWNet_FRN_9.0"},
   4,
   288,
   116,
   {2057,2073,2089,2105,2121,2137,2153,2169,2185,2201,2217,2233,2248,2264,2280,2296,2312,2327,2343,2359,2374
    ,2390,2405,2421,2436,2452,2467,2482,2498,2513,2528,2543,2558,2573,2588,2603,2618,2632,2647,2662,2676
    ,2691,2705,2719,2734,2748,2762,2776,2790,2804,2817,2831,2845,2858,2872,2885,2898,2912,2925,2938,2951
    ,2963,2976,2989,3001,3014,3026,3039,3051,3063,3075,3087,3099,3110,3122,3134,3145,3156,3168,3179,3190
    ,3201,3212,3223,3233,3244,3254,3265,3275,3285,3295,3305,3315,3325,3335,3344,3354,3363,3373,3382,3391
    ,3400,3409,3418,3427,3436,3444,3453,3461,3469,3478,3486,3494,3502,3510,3518,3525,3533,3540,3548,3555
    ,3563,3570,3577,3584,3591,3598,3605,3611,3618,3624,3631,3637,3644,3650,3656,3662,3668,3674,3680,3686
    ,3691,3697,3703,3708,3714,3719,3724,3730,3735,3740,3745,3750,3755,3760,3764,3769,3774,3778,3783,3787
    ,3792,3796,3801,3805,3809,3813,3817,3821,3825,3829,3833,3837,3841,3844,3848,3852,3855,3859,3862,3865
    ,3869,3872,3875,3879,3882,3885,3888,3891,3894,3897,3900,3903,3906,3909,3911,3914,3917,3919,3922,3925
    ,3927,3930,3932,3935,3937,3939,3942,3944,3946,3948,3951,3953,3955,3957,3959,3961,3963,3965,3967,3969
    ,3971,3973,3975,3977,3978,3980,3982,3984,3985,3987,3989,3990,3992,3993,3995,3996,3998,3999,4001,4002
    ,4004,4005,4006,4008,4009,4010,4012,4013,4014,4015,4017,4018,4019,4020,4021,4023,4024,4025,4026,4027
    ,4028,4029,4030,4031,4032,4033,4034,4035,4036,4037,4038,4038,4039,4040,4041,4042,4043,4043,4044,4045
    ,4046,4047,4047,4048,4049,4050,4050,4051,4052,4052,4053,4054,4054,4055,4055,4056,4057,4057,4058,4058
    ,4059,4060,4060,4061,4061,4062,4062,4063,4063,4064,4064,4065,4065,4066,4066,4067,4067,4067,4068,4068
    ,4069,4069,4070,4070,4070,4071,4071,4072,4072,4072,4073,4073,4073,4074,4074,4074,4075,4075,4075,4076
    ,4076,4076,4077,4077,4077,4077,4078,4078,4078,4078,4079,4079,4079,4079,4080,4080,4080,4080,4081,4081
    ,4081,4081,4082,4082,4082,4082,4082,4083,4083,4083,4083,4083,4084,4084,4084,4084,4084,4084,4085,4085
    ,4085,4085,4085,4085,4086,4086,4086,4086,4086,4086,4087,4087,4087,4087,4087,4087,4087,4087,4088,4088
    ,4088,4088,4088,4088,4088,4088,4088,4089,4089,4089,4089,4089,4089,4089,4089,4089,4090,4090,4090,4090
    ,4090,4090,4090,4090,4090,4090,4090,4090,4091,4091,4091,4091,4091,4091,4091,4091,4091,4091,4091,4091
    ,4091,4091,4092,4092,4092,4092,4092,4092,4092,4092,4092,4092,4092,4092,4092,4092,4092,4092,4092,4092
    ,4092,4093,4093,4093,4093,4093,4093,4093,4093,4093,4093,4093,4093,4093,4093,4093,4093,4093,4093,4093
    ,4093,4093,4093,4093,4093,4093,4093,4094,4094,4094,4094,4094,4094,4094,4094,4094,4094,4094,4094,4094
    ,4094,4094,4094,4094,4094,4094,4094,4094,4094,4094,4094   },

   {
// *********** Cells of layer 1 *********************************************

     {
      506,
      629,
      {-1128,-166,-2475,2716,-1900,-273,988,-1120,81,-2287,1225,311,455,-4400,5206,-3529,-536,-5477,735,-1207,4074,2195,2127,664,1033,214,1538,-1331,-1379,-1537,1127,-31}
     },
     {
      506,
      -1274,
      {-2783,449,-2183,-2246,-780,5831,2959,-1844,2755,1331,-145,2010,700,-600,91,-800,-2117,-610,-671,544,1109,-230,967,-1398,195,-886,1117,-82,-1074,532,679,-525}
     },
     {
      506,
      -2155,
      {6207,-2178,2130,2116,-302,3396,499,-3655,-1111,-3796,-237,595,3313,-1113,563,1906,-901,-158,-3056,1405,-880,1915,-1049,58,-308,905,1276,-571,591,-2100,-1024,1709}
     },
     {
      506,
      2008,
      {392,646,-1490,2462,3192,-1432,-5213,798,21,-693,-2383,-3774,1105,290,3917,2286,953,-5652,-1491,253,3256,559,450,-2432,-6139,-764,2031,-866,1136,862,-932,2821}
     },
     {
      506,
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      {230,1000,-233,-1502,-59,1177,-421,-1572,1458,382,3495,-7843,-939,423,3918,-1275,-322,3066,-1785,-1712,-551,3041,2027,670,-766,108,-706,-383,-1357,-1744,516,1774}
     },
     {
      506,
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      {1203,-648,317,-2238,-3273,1144,92,3241,2067,-804,1033,-3242,-4445,-797,234,1587,1836,1881,-433,376,-4490,905,1965,-1635,786,-742,-2519,-2117,1621,623,1610,506}
     },
     {
      506,
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      {-3226,-401,102,3515,385,1239,-3795,-799,148,-4719,2441,-1764,-5712,68,-161,3697,1529,3685,-3779,-1333,1172,-2740,851,305,267,-190,3708,-1172,-135,865,-1253,674}
     },
     {
      506,
      -1220,
      {-836,3823,-1118,3495,591,838,-1548,1741,-1339,2541,-1601,1327,1766,-1515,-3088,1226,-228,-905,-2614,-2183,-3049,1750,-930,-795,-79,1349,1604,3114,-908,-1863,-3009,1865}
     },
     {
      506,
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      {-255,-227,1346,-777,-1713,-2642,1112,-2747,-2066,-656,-125,-4706,2353,-734,-3006,920,4393,-4412,1547,1247,447,-1303,3355,-2049,1660,119,-1613,-299,1675,-549,-1031,-1551}
     },
     {
      506,
      2100,
      {1037,-83,-1301,-4459,4449,1884,2282,2433,-1696,1405,-1737,-3975,4555,-508,-3911,-99,-1611,-7719,-1345,-690,1022,-630,2337,-826,277,949,-1020,3026,1114,-515,-916,2082}
     },
     {
      506,
      -2823,
      {3205,325,205,1033,-4195,1694,1372,4616,3491,3748,2282,1708,5019,-1822,-2030,-7343,340,1461,-3892,-3967,2092,3882,-750,-28,-1914,70,-500,-910,-1970,3202,-955,5284}
     },
     {
      506,
      -1596,
      {-910,6948,-3816,248,2019,1659,-780,749,1549,-875,-4067,-174,2399,261,-500,2211,-1914,-2055,2846,-2193,1702,-2916,-721,-588,992,-878,-144,-3068,-295,-330,758,-646}
     },
     {
      506,
      -4825,
      {-2938,392,1624,1059,-3219,-60,199,-238,-1107,-1288,-3261,-1534,7915,359,-1332,4887,-3902,286,9769,-1632,1488,1404,-3660,-2023,4388,-2071,1615,-1556,-2921,704,1271,-1456}
     },
     {
      506,
      2930,
      {-470,288,883,-520,2044,-92,-1417,-2117,1271,825,1681,-1493,4121,578,-7863,2320,2744,-4795,-4823,1495,-1475,-6218,420,1736,-3640,1329,81,-1150,3177,844,-547,1672}
     },
     {
      506,
      -2014,
      {277,305,-1205,-338,-543,730,-348,-118,1691,1355,-1107,-953,-2422,-119,-7875,-2022,-401,-3414,3226,984,2526,3171,146,1981,249,-248,2053,1444,219,3141,-1397,-9}
     },
     {
      506,
      1713,
      {6619,-1070,-2012,1408,1537,-7,-2247,-2986,1551,-1327,-2877,3113,52,-397,-4314,-1855,-730,387,-197,1757,-2241,940,2256,496,4543,-304,-1340,-883,921,-2343,2718,-1360}
     },
     {
      506,
      -995,
      {1422,-987,3830,-2551,-2199,1454,-2169,-1412,1143,800,2524,-3118,2718,1214,3675,2811,314,-1437,933,-1450,-856,-1106,-2604,-1965,903,-1227,557,1647,124,-874,-1840,1400}
     },
     {
      506,
      -2117,
      {251,84,1987,-175,-1797,4596,1970,1968,-1015,2316,-4583,-2842,-125,-145,-387,-4069,-2564,-609,1102,681,-38,107,89,1745,970,-322,-837,2523,1468,477,2223,-2485}
     },
     {
      506,
      612,
      {-344,44,-1358,-2061,-3974,4241,-3096,-2688,-2245,-954,-2553,575,-2136,-552,-1252,-866,1738,2229,170,-2133,2560,1342,2381,-579,2209,-1539,627,2677,2658,-884,736,238}
     },
     {
      506,
      -1316,
      {1605,251,5968,1993,692,-4864,-1758,-953,5533,546,-1367,-4841,554,-519,3689,2721,143,-2320,264,-2411,5075,-1412,-878,-1885,1403,-633,-2021,-1165,-1956,-1846,1638,2434}
     },
     {
      506,
      1244,
      {1547,-672,675,-2216,-3610,419,-3380,-5679,5484,844,1261,-1625,757,-2532,937,-71,1386,-3621,-1377,-1122,948,815,2735,-1900,856,958,-570,-225,3295,739,-1999,-1260}
     },
     {
      506,
      -1994,
      {70,-35,2234,-321,-386,-172,422,-2256,-1117,-1580,-2404,-666,-4975,-1070,968,-6523,-1491,6055,-2562,-1111,5887,-2302,175,6146,170,-1950,3023,3177,120,4529,-286,-2213}
     },
     {
      506,
      1340,
      {191,71,-1211,1485,2994,3337,1796,1764,2729,739,233,3837,-739,1842,2139,-6671,518,314,-6282,-1859,-166,-6927,-29,-158,-3612,1650,1696,-713,1185,-285,-2469,-536}
     },
     {
      506,
      1915,
      {-175,630,-2192,-2070,11,-1719,-2394,-1138,3365,956,2307,-3298,-635,-251,4873,-4514,-107,587,-108,766,1711,3155,772,-3422,-1078,-402,890,-368,-181,-2219,-1585,1604}
     },
     {
      506,
      -912,
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     },
     {
      506,
      -2072,
      {721,16,-5292,908,-5770,-1679,414,-2772,346,7295,1537,-323,4720,-1993,-1013,4411,892,2009,-1241,-1515,-3078,1658,-661,68,2173,-1644,-1635,1700,-2157,675,2744,-381}
     },
     {
      506,
      -2219,
      {2259,429,1697,1526,-2576,916,1989,701,-424,3060,-597,-4344,1331,4015,3744,-3021,-2693,-412,3519,-254,-2965,-2879,-2086,185,1078,-357,81,-1028,1340,-1329,1669,2849}
     },
     {
      506,
      -1469,
      {-264,217,3550,-3323,-2735,1877,-2496,-6218,105,4338,2048,1162,4941,-372,-1200,3623,-1112,384,891,185,-877,1209,-850,132,-337,-2001,-1469,1422,-467,-564,1510,1605}
     },
     {
      506,
      -4425,
      {444,-202,1013,289,-1349,2022,231,-583,3347,575,-80,5548,1593,-1541,3070,4234,-1779,493,4887,-2790,-3604,2448,-3218,-3777,118,-54,528,-238,-1176,-2585,385,6172}
     },
     {
      506,
      2080,
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     },
     {
      506,
      4651,
      {1521,-280,288,-1836,1971,840,312,3372,657,1204,3688,-527,1754,875,-855,-15243,-1384,-1257,-1293,1981,720,-3415,4301,-768,-647,1124,1815,-5815,3230,-2081,435,-2541}
     },
     {
      506,
      2102,
      {1310,-640,-1423,-731,4233,1583,-602,1548,2868,-306,-1724,-1248,-1220,-1731,-1620,-1913,2005,-6126,-421,1496,-2284,-3196,870,-452,-822,990,437,-1403,280,1744,1773,844}
     },
     {
      506,
      -472,
      {-384,-280,5318,-576,656,2496,-486,-1113,-4853,106,-1149,2650,-255,907,-624,-186,-1409,-122,1697,2681,-990,-4050,1176,1052,2526,-1643,635,-984,-1442,2041,1163,3479}
     },
     {
      506,
      -629,
      {2052,-689,-489,1629,-1226,2043,3356,-5836,-1148,-374,-1444,-4944,-1150,821,-361,1855,803,-1529,2162,-140,1075,745,-694,2038,1577,-1188,249,-631,305,-1289,-515,-608}
     },
     {
      506,
      -168,
      {8,322,839,-1876,-1510,2769,-103,-1318,-3182,3426,2560,-148,100,1218,2741,-1290,1429,-1804,-219,-2743,1070,-1004,-407,961,-920,1557,116,-1074,-862,984,-1404,6859}
     },
     {
      506,
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     },
     {
      506,
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     },
     {
      506,
      28,
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     },
     {
      506,
      1253,
      {-60,-62,-3434,-647,3199,24,-601,610,-1213,-419,-4044,2191,1235,2801,-7869,-1645,2149,-4604,6851,268,-1613,-563,-1218,-21,-2008,3124,293,-1475,653,-1432,3898,5149}
     },
     {
      506,
      1498,
      {1523,-11012,1692,-379,804,-1858,-782,-926,-783,-802,2058,-485,-530,-681,-1066,120,-2060,-82,155,1274,-1341,-375,505,-1293,1618,368,-887,732,-25,261,2238,-1424}
     },
     {
      506,
      419,
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     },
     {
      506,
      101,
      {1940,-3329,-225,935,-1480,106,461,-484,-1066,-629,-2278,99,-68,2134,-270,-781,1993,-442,1050,-503,374,457,1218,-170,324,1992,-1689,-1160,-922,-51,3258,5403}
     },
     {
      506,
      -761,
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     },
     {
      506,
      428,
      {3238,1126,-2124,1656,-2943,1574,-1323,-2648,-163,-2969,-1281,-2806,4477,-953,1804,-4444,1684,5529,297,212,-3350,-2849,-572,2908,1699,-765,-1470,-1894,869,1602,2370,-2667}
     },
     {
      506,
      -2154,
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     },
     {
      506,
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     },
     {
      506,
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     },
     {
      506,
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     {
      506,
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     },
     {
      506,
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     {
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     {
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     },
     {
      506,
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     },
     {
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// *********** Cells of layer 2 *********************************************

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     },
// *********** Cells of layer 3 *********************************************

     {
      128,
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