/***************************************************************************************
 *
 *  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 != 902 
 #error Wrong NET configuration!
#endif
#endif

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

RECO_DATA mlp_net_type img_snet_body_int = 
 {
   {"HWNet_INT_9.0"},
   4,
   288,
   152,
   {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 *********************************************

     {
      614,
      -120,
      {4560,-218,-1576,-2789,862,2979,2164,-5364,-4240,1392,-3207,-1326,-263,-1677,-884,769,352,2375,2689,-579,1603,-935,311,148,4103,-2054,1003,2078,-275,1333,-5333,-3666}
     },
     {
      614,
      -457,
      {1045,997,3724,-20,-3110,3165,-2201,-1802,-1900,-1245,735,2912,-1409,-3291,-1141,101,199,3465,-2726,-2266,-458,-982,-1193,-2506,3350,-168,2076,-593,-1863,1206,3302,6124}
     },
     {
      614,
      -861,
      {1151,70,-1355,-407,-1955,2713,-314,876,443,1138,2510,-2331,1273,2289,1565,2992,203,-1158,-3067,1062,406,2265,-546,-1071,-134,-707,39,413,-767,-1944,-3478,-9769}
     },
     {
      614,
      -648,
      {-569,-276,-1236,-214,-606,522,171,544,398,19,3114,-1574,3368,3450,3662,-4082,-2600,-3568,752,388,-7840,3747,-894,1754,-758,662,3790,-1277,2242,-1934,-1897,9323}
     },
     {
      614,
      -607,
      {625,-90,751,415,201,-57,-447,1029,-3230,754,-1950,2819,491,1217,-1448,-2148,-194,-1299,3469,1446,4277,-405,-723,-2794,-1136,484,3249,138,-585,-1990,830,273}
     },
     {
      614,
      -470,
      {1016,-350,1267,-1987,2883,1155,-1493,-2877,-1041,1935,-878,1044,717,1743,-5376,-1995,-868,-1302,9378,2494,-2606,-4972,-1318,-131,-273,-3025,-188,-248,1262,2993,3609,4082}
     },
     {
      614,
      -3072,
      {641,77,716,472,-3305,-630,42,-1411,-413,-1046,-183,-1384,1878,1767,-1970,4952,2629,8156,-3093,23,5293,-945,682,-8597,2653,2691,-3466,-255,-1088,-329,-262,19880}
     },
     {
      614,
      -2171,
      {-2276,259,-1273,-111,93,-122,-2764,451,-1409,1826,1160,4668,3025,265,3883,-5136,-3255,-2863,1390,891,-1303,3437,-1253,1488,225,-1950,-1564,1063,-1581,3692,-3334,-6366}
     },
     {
      614,
      1695,
      {275,78,2271,388,273,1890,-3336,-4439,-4538,2043,1702,3103,2094,-3474,-598,-3142,-875,-1718,-1078,-1885,-645,1475,960,1062,537,-2375,-742,-348,1248,963,902,-3147}
     },
     {
      614,
      -1226,
      {-1148,2748,-6979,531,-104,2858,-107,1425,-1149,-603,-1245,825,406,1789,-899,-280,268,362,1265,1172,-726,-1449,-1873,828,1504,2149,-1053,307,-2145,-1417,2822,-661}
     },
     {
      614,
      -1579,
      {53,-209,6200,-1414,-160,1907,1311,1452,-485,-1846,-989,-1063,-806,-502,5342,-4540,297,-302,-2082,-1118,4862,-2419,-1056,899,877,-786,382,1200,-516,-515,39,11216}
     },
     {
      614,
      -3123,
      {886,254,-193,-1727,-3439,6590,791,-3607,588,1321,-823,174,1083,-1235,381,-2565,1353,2071,-2773,-1041,-1439,5401,-24,271,-4969,-1464,-1084,6359,-76,3569,-2388,-2015}
     },
     {
      614,
      -3573,
      {2315,-897,1453,1940,-1952,633,1285,-1558,318,-1249,-1025,-557,4438,-1011,2623,-801,-1625,-1225,1879,-366,-277,1407,-2198,2777,-270,-1556,-1224,1902,-204,85,2037,-1443}
     },
     {
      614,
      -2707,
      {751,2,-887,-779,-722,1318,-2003,2589,-21,1135,-1692,1155,-3330,2613,830,4960,-1654,1373,-1208,1274,-3317,1571,-1405,1123,1365,-1845,1659,4013,-2573,494,-2008,9960}
     },
     {
      614,
      671,
      {2376,-269,-189,1003,642,-251,962,-23,-2300,-3976,-191,4414,4679,-548,-1120,-3578,1034,-3020,-2130,-2960,2002,2945,759,1116,-1115,721,-4047,287,113,3102,-119,-2288}
     },
     {
      614,
      1591,
      {-1361,-76,1248,-968,2560,-861,-2436,-1002,-1927,-1014,-2340,-320,1073,-2312,-2694,-592,-80,-10183,1143,4229,6814,-541,408,8378,-2320,-522,-2527,-962,1695,-5123,3027,6668}
     },
     {
      614,
      2426,
      {-410,392,-2001,156,309,-2403,-672,-2311,-763,-5001,248,-2970,274,545,-205,-259,358,1428,-2128,-77,988,-1468,3582,-1954,660,-364,1952,-1928,1282,1129,2951,-3981}
     },
     {
      614,
      -144,
      {2442,275,1198,1092,59,529,1791,351,1393,-844,-3213,713,-504,1142,-5913,-6519,-2465,-734,6262,977,6431,-607,1462,-3584,-1495,360,-1546,-2217,2707,-90,1804,2103}
     },
     {
      614,
      672,
      {-29,1469,-4649,1835,1065,2803,-1544,-2365,-4234,-3835,-1109,-1741,447,472,960,3722,276,15,-883,349,-1646,-484,2664,114,-3912,1696,1248,2574,1640,-501,-2136,-5856}
     },
     {
      614,
      1825,
      {6567,-159,-1743,-1214,426,-296,-1766,-847,1236,-4735,-3641,2270,-179,-2617,873,1794,4939,-5575,-2322,-3804,5068,4176,1746,-3138,2312,1163,-551,1818,332,1291,-2315,7029}
     },
     {
      614,
      3560,
      {394,-190,-4483,2044,2570,-519,1174,-4191,-5844,-3465,225,2621,-42,1453,2904,-2485,-784,-2058,804,1891,-3803,59,2018,1891,1150,-174,-2613,-231,1721,-636,-2131,-4321}
     },
     {
      614,
      659,
      {-805,-597,-2587,-286,-1468,4909,2933,426,-5312,-1700,-740,5170,285,-544,-4438,2467,-977,3575,-1655,-688,-3488,2124,2195,1005,-4241,753,516,2709,1357,1471,-2443,5917}
     },
     {
      614,
      5850,
      {432,-204,-285,-2211,3141,653,-718,-1175,318,-5758,-957,1030,6385,-312,-1600,-4286,3018,458,2054,-1792,-279,-5224,4048,-1103,345,-1982,-531,-4019,1474,77,-127,-4287}
     },
     {
      614,
      -1653,
      {4249,-61,886,1892,-5531,3645,-1473,-6524,793,-2283,-2078,989,382,-1581,1926,7227,-1701,537,3611,-1180,808,-2458,-65,263,3287,-2616,-1121,-2906,122,609,641,526}
     },
     {
      614,
      -1663,
      {1888,-178,-624,-220,-2640,74,880,-564,-2151,2420,-336,-159,-2350,-467,922,2797,1303,-2780,6719,938,-964,-2789,4277,1961,-1810,-148,486,-5318,60,-772,1192,4451}
     },
     {
      614,
      -653,
      {706,505,-1113,1445,-391,358,-72,1292,-5067,-655,-2206,1712,1546,712,2462,1333,601,-40,-3235,-1587,2436,521,935,1251,1065,-1809,4002,-1518,-385,-5004,-550,1641}
     },
     {
      614,
      881,
      {-3709,95,-1546,-1037,1255,-62,-3247,-3288,946,585,-2782,-3179,2071,2708,-4194,-754,1550,7820,1958,-1626,-1963,-1231,861,-299,-7,492,-3262,60,1604,377,-211,-2919}
     },
     {
      614,
      835,
      {155,-6960,-2022,-257,-291,562,-628,3198,-1033,7,200,-45,1483,506,-552,-203,2325,-220,-476,-684,-691,596,469,3302,-4707,1524,1699,-3722,266,125,-1020,1300}
     },
     {
      614,
      3856,
      {-2982,-211,-3094,-810,332,1052,-606,-1772,-1933,-1851,-2153,512,-2914,-2940,6,-4099,380,5751,3386,-2185,-2264,-5107,5285,3769,-98,-2400,762,-1997,1708,4603,1593,-12989}
     },
     {
      614,
      557,
      {770,-241,-1039,-480,-2893,1903,-438,1818,-1832,2133,2365,-3691,-2948,1116,5357,2274,-676,-1543,838,72,-4336,-1553,62,2764,1286,-3380,-2759,-1539,-47,2360,2032,-347}
     },
     {
      614,
      1877,
      {2526,391,404,-1236,-1417,301,2453,-6981,-2432,-214,897,-1763,4699,-2254,-3076,-2757,-778,-1881,3627,2081,-2673,-2404,245,397,3381,663,1836,-2110,49,-631,4664,-1737}
     },
     {
      614,
      -1320,
      {-111,-47,117,727,-423,-945,-420,-2372,2631,-255,70,-2079,3110,-426,-326,-6160,-1051,2335,5534,-144,-2863,-5291,-258,2420,4648,1695,-431,-5963,221,2020,4478,636}
     },
     {
      614,
      -1646,
      {-3911,-550,-1473,-8,-3740,3240,805,4576,-2921,-699,-1940,3234,-393,1440,-1320,1410,2340,3579,-1210,-2495,-484,1140,-72,298,-2500,-3495,2825,186,1441,3368,-3198,-6708}
     },
     {
      614,
      -1820,
      {608,-127,-3204,589,-1982,3293,1301,1897,-645,-106,1271,1451,-1119,1118,1372,591,479,1270,-2033,1056,118,-220,243,37,-251,-1860,-810,2038,-2363,1463,298,8201}
     },
     {
      614,
      3059,
      {-1237,421,-729,-585,2006,4682,-1188,-1090,-4608,-1608,-394,1093,-1295,115,-2310,-799,1686,-1510,-477,1414,1019,386,-435,-1404,-1064,862,-1247,-937,2920,1857,-2955,-3390}
     },
     {
      614,
      -285,
      {1109,1341,-2241,1740,3358,2789,-381,-1892,-2207,3133,-27,4262,4231,1465,-2456,-366,-3036,-103,-1019,-464,-1835,-896,-1631,-1127,228,1852,-308,-782,-2400,-3649,-1421,552}
     },
     {
      614,
      4673,
      {-1669,-370,1091,855,1939,535,-1980,446,212,-2149,1055,378,-5216,63,1054,-928,2731,2626,-6300,902,31,-4398,3294,-440,-3840,860,1749,-937,3150,-2235,-2959,3314}
     },
     {
      614,
      -5327,
      {1043,10937,-2965,-341,219,1154,946,4025,-426,-703,10,-1330,-1121,1873,405,-2108,-3719,2184,2316,-1680,1301,454,-5152,2291,-178,-944,599,1620,-4011,2131,-1313,1939}
     },
     {
      614,
      966,
      {748,47,-1832,265,276,495,803,1733,1247,2548,418,2921,1145,1558,2456,-4771,557,-444,-4654,1385,-814,-3305,548,-649,-3895,605,-270,-594,638,-261,-1837,793}
     },
     {
      614,
      -2123,
      {-907,-1134,-1882,-788,-5981,-138,323,-510,2904,5638,-338,-1705,689,-2896,-1742,2573,551,990,450,-2645,-1121,609,1132,325,2621,468,-611,2711,516,1419,651,3745}
     },
     {
      614,
      -3454,
      {-581,113,3172,2340,1582,-95,699,4192,-819,-2240,-2124,-389,6629,-237,669,4242,-2425,276,-84,-773,-1918,-1855,-3814,-1018,-1541,-1349,1333,-895,-961,2425,780,-3054}
     },
     {
      614,
      -1916,
      {168,-327,-1427,643,218,913,-1906,-384,3523,-500,-339,5006,1834,299,3146,7322,-327,-570,5619,-32,-5008,2404,-2715,-4866,-736,1618,-2570,-1198,-3343,608,-870,6959}
     },
     {
      614,
      -3944,
      {848,74,770,198,-3,671,-2723,-166,1021,2697,-1255,-193,7457,3670,-2304,2488,-2624,-847,-1637,1045,-1381,1471,-1058,-536,2910,-96,-666,-459,-2089,-2169,1185,1086}
     },
     {
      614,
      933,
      {1227,-826,-388,1888,1325,1958,-2918,-2353,-2172,1141,-2335,217,487,-674,-1000,-958,709,1263,2201,-1090,-1506,1968,-1774,1562,100,-2141,-1461,334,1812,229,1513,649}
     },
     {
      614,
      -1292,
      {519,-259,3132,-4274,1518,1965,-831,184,-2320,-567,-1106,-1014,3510,2064,1837,-535,503,1593,-663,1354,1911,2007,-761,-1752,678,42,462,-1895,-1858,-1419,-2598,3205}
     },
     {
      614,
      -4649,
      {9,715,1536,1720,-1770,-1522,-627,-2922,-2163,2715,-1917,-1329,1728,-1717,390,3277,-360,2593,2517,-1203,3806,653,510,2562,-293,527,2186,-1674,-1093,1206,-3417,-1494}
     },
     {
      614,
      -2411,
      {-785,-215,-1226,-34,142,36,-460,-269,4983,-20,-2586,-1361,2606,1040,-88,-994,-1637,3077,-1033,1123,-1411,868,-2010,2549,-646,365,-1225,1803,-707,-213,-400,148}
     },
     {
      614,
      -4533,
      {322,428,3853,3161,-902,1795,807,-1836,401,3672,-2314,-3684,-2976,-2142,927,8036,-2269,3558,546,-239,-672,-1925,-4078,-1070,685,31,1443,2015,-1047,-1097,91,-1921}
     },
     {
      614,
      3475,
      {-1434,-95,-1761,1004,2736,-1650,-2668,4873,1342,3369,3961,-1283,513,-2173,-1856,-5756,139,861,291,-3998,-291,-1466,1929,1862,-3181,908,-945,-3209,1393,-216,-1568,-486}
     },
     {
      614,
      2055,
      {3275,-852,-1536,1887,884,1348,-1828,-4675,101,553,-778,-3414,1176,-2705,-3066,1862,1239,2859,1910,-3089,-130,-993,2695,-2470,-222,-701,-1484,2171,60,-660,498,-2974}
     },
     {
      614,
      -1467,
      {252,473,1171,-237,-993,-824,-3523,-802,3005,2419,735,-3936,290,-409,6387,2048,-1004,-5685,-1488,-461,4929,1174,-1791,-4894,26,-1860,3993,2318,-1713,-450,-1622,703}
     },
     {
      614,
      -1850,
      {3795,52,1511,-294,-811,2936,3622,-3810,340,-2391,1685,79,810,-249,233,524,434,-95,-1694,-559,-2527,526,-1805,2948,-2652,-450,-446,-1241,-250,-654,3105,-2399}
     },
     {
      614,
      -3319,
      {-299,739,3522,923,-2258,1814,936,-2042,1621,-3183,253,2224,996,-2069,739,3441,481,-2150,-111,-106,-700,4054,-494,-1095,315,-349,-1448,-243,-1371,-1387,-591,2251}
     },
     {
      614,
      3898,
      {-103,160,-1403,-289,291,1516,510,-2925,2896,-806,1309,211,-4156,-3157,-2262,-1452,634,-363,1171,-2038,-398,-524,1703,-144,-409,-567,-111,76,1423,-828,-713,-4413}
     },
     {
      614,
      -3186,
      {78,-211,6918,281,1637,-308,233,-47,2170,-1374,-2545,3426,-1715,-184,3323,284,-3513,2915,2098,-1661,432,-31,-2138,-835,-940,-1256,1414,794,-2239,-560,-208,-13310}
     },
     {
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// *********** Cells of layer 3 *********************************************

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