SNNS 3D-Kernel V4.10 Batchlearning Program Configuration file: './mom0/netmom0.cfg' Log file : './mom0/netmom0.log' ######## SNNS batch execution run. Loop 1 ######## Networkfile '/home/alu807/aut/mom/netmom.net' loaded. Patternfile '/home/alu807/aut/net.pat' loaded. No. of patterns: 30 No. of cycles: 500 Max. network error to stop: 0.000000 Patterns are shuffled Network name : netmom No. of units : 349 No. of sites : 0 No. of links : 27480 Learning Function : BackpropMomentum Update Function : Topological_Order Learning Parameter #1 : 1.000000 Learning Parameter #2 : 0.100000 Learning Parameter #3 : 0.100000 No Initialization No Result File ******************************************************** SNNS 3D-Kernel V4.10 Batchlearning started at Thu Apr 24 01:35:18 1997 epoch: SSE MSE SSE/o-units 1: 16.29248 0.54308 0.62663 6: 0.07754 0.00258 0.00298 11: 0.01286 0.00043 0.00049 16: 0.00771 0.00026 0.00030 21: 0.00518 0.00017 0.00020 26: 0.00395 0.00013 0.00015 31: 0.00301 0.00010 0.00012 36: 0.00243 0.00008 0.00009 41: 0.00203 0.00007 0.00008 46: 0.00171 0.00006 0.00007 51: 0.00146 0.00005 0.00006 56: 0.00127 0.00004 0.00005 61: 0.00112 0.00004 0.00004 66: 0.00099 0.00003 0.00004 71: 0.00088 0.00003 0.00003 76: 0.00079 0.00003 0.00003 81: 0.00072 0.00002 0.00003 86: 0.00065 0.00002 0.00003 91: 0.00059 0.00002 0.00002 96: 0.00055 0.00002 0.00002 101: 0.00050 0.00002 0.00002 106: 0.00047 0.00002 0.00002 111: 0.00044 0.00001 0.00002 116: 0.00040 0.00001 0.00002 121: 0.00038 0.00001 0.00001 126: 0.00035 0.00001 0.00001 131: 0.00033 0.00001 0.00001 136: 0.00031 0.00001 0.00001 141: 0.00029 0.00001 0.00001 146: 0.00028 0.00001 0.00001 151: 0.00026 0.00001 0.00001 156: 0.00025 0.00001 0.00001 161: 0.00023 0.00001 0.00001 166: 0.00022 0.00001 0.00001 171: 0.00021 0.00001 0.00001 176: 0.00020 0.00001 0.00001 181: 0.00019 0.00001 0.00001 186: 0.00018 0.00001 0.00001 191: 0.00018 0.00001 0.00001 196: 0.00017 0.00001 0.00001 201: 0.00016 0.00001 0.00001 206: 0.00015 0.00001 0.00001 211: 0.00015 0.00000 0.00001 216: 0.00014 0.00000 0.00001 221: 0.00014 0.00000 0.00001 226: 0.00013 0.00000 0.00001 231: 0.00013 0.00000 0.00000 236: 0.00012 0.00000 0.00000 241: 0.00012 0.00000 0.00000 246: 0.00011 0.00000 0.00000 251: 0.00011 0.00000 0.00000 256: 0.00011 0.00000 0.00000 261: 0.00010 0.00000 0.00000 266: 0.00010 0.00000 0.00000 271: 0.00010 0.00000 0.00000 276: 0.00009 0.00000 0.00000 281: 0.00009 0.00000 0.00000 286: 0.00009 0.00000 0.00000 291: 0.00008 0.00000 0.00000 296: 0.00008 0.00000 0.00000 301: 0.00008 0.00000 0.00000 306: 0.00008 0.00000 0.00000 311: 0.00008 0.00000 0.00000 316: 0.00007 0.00000 0.00000 321: 0.00007 0.00000 0.00000 326: 0.00007 0.00000 0.00000 331: 0.00007 0.00000 0.00000 336: 0.00007 0.00000 0.00000 341: 0.00006 0.00000 0.00000 346: 0.00006 0.00000 0.00000 351: 0.00006 0.00000 0.00000 356: 0.00006 0.00000 0.00000 361: 0.00006 0.00000 0.00000 366: 0.00006 0.00000 0.00000 371: 0.00005 0.00000 0.00000 376: 0.00005 0.00000 0.00000 381: 0.00005 0.00000 0.00000 386: 0.00005 0.00000 0.00000 391: 0.00005 0.00000 0.00000 396: 0.00005 0.00000 0.00000 401: 0.00005 0.00000 0.00000 406: 0.00005 0.00000 0.00000 411: 0.00005 0.00000 0.00000 416: 0.00004 0.00000 0.00000 421: 0.00004 0.00000 0.00000 426: 0.00004 0.00000 0.00000 431: 0.00004 0.00000 0.00000 436: 0.00004 0.00000 0.00000 441: 0.00004 0.00000 0.00000 446: 0.00004 0.00000 0.00000 451: 0.00004 0.00000 0.00000 456: 0.00004 0.00000 0.00000 461: 0.00004 0.00000 0.00000 466: 0.00004 0.00000 0.00000 471: 0.00004 0.00000 0.00000 476: 0.00003 0.00000 0.00000 481: 0.00003 0.00000 0.00000 486: 0.00003 0.00000 0.00000 491: 0.00003 0.00000 0.00000 496: 0.00003 0.00000 0.00000 Trained Network was not saved SNNS 3D-Kernel V4.10 Batchlearning terminated at Thu Apr 24 01:59:42 1997 ******************************************************** ---- STATISTICS ---- No. of learned cycles: 500 No. of units updated : 5235000 No. of sites updated : 0 No. of links updated : 412200000 CPU Time used: 291.43 seconds User time: 1464 seconds No. of connection updates per second (CUPS): 1.414405e+06 ######## SNNS batch execution run. Loop 2 ######## Networkfile '/home/alu807/aut/mom/netmom.net' loaded. Patternfile '/home/alu807/aut/net.pat' loaded. No. of patterns: 30 No. of cycles: 500 Max. network error to stop: 0.000000 Patterns are shuffled Network name : netmom No. of units : 349 No. of sites : 0 No. of links : 27480 Learning Function : BackpropMomentum Update Function : Topological_Order Learning Parameter #1 : 1.000000 Learning Parameter #2 : 0.200000 Learning Parameter #3 : 0.100000 No Initialization No Result File ******************************************************** SNNS 3D-Kernel V4.10 Batchlearning started at Thu Apr 24 01:59:45 1997 epoch: SSE MSE SSE/o-units 1: 17.70317 0.59011 0.68089 6: 0.26127 0.00871 0.01005 11: 0.01069 0.00036 0.00041 16: 0.00581 0.00019 0.00022 21: 0.00371 0.00012 0.00014 26: 0.00264 0.00009 0.00010 31: 0.00204 0.00007 0.00008 36: 0.00163 0.00005 0.00006 41: 0.00134 0.00004 0.00005 46: 0.00110 0.00004 0.00004 51: 0.00095 0.00003 0.00004 56: 0.00081 0.00003 0.00003 61: 0.00071 0.00002 0.00003 66: 0.00063 0.00002 0.00002 71: 0.00056 0.00002 0.00002 76: 0.00050 0.00002 0.00002 81: 0.00045 0.00002 0.00002 86: 0.00041 0.00001 0.00002 91: 0.00037 0.00001 0.00001 96: 0.00034 0.00001 0.00001 101: 0.00032 0.00001 0.00001 106: 0.00029 0.00001 0.00001 111: 0.00027 0.00001 0.00001 116: 0.00025 0.00001 0.00001 121: 0.00024 0.00001 0.00001 126: 0.00022 0.00001 0.00001 131: 0.00021 0.00001 0.00001 136: 0.00019 0.00001 0.00001 141: 0.00018 0.00001 0.00001 146: 0.00017 0.00001 0.00001 151: 0.00016 0.00001 0.00001 156: 0.00015 0.00001 0.00001 161: 0.00015 0.00000 0.00001 166: 0.00014 0.00000 0.00001 171: 0.00013 0.00000 0.00001 176: 0.00013 0.00000 0.00000 181: 0.00012 0.00000 0.00000 186: 0.00011 0.00000 0.00000 191: 0.00011 0.00000 0.00000 196: 0.00010 0.00000 0.00000 201: 0.00010 0.00000 0.00000 206: 0.00010 0.00000 0.00000 211: 0.00009 0.00000 0.00000 216: 0.00009 0.00000 0.00000 221: 0.00009 0.00000 0.00000 226: 0.00008 0.00000 0.00000 231: 0.00008 0.00000 0.00000 236: 0.00008 0.00000 0.00000 241: 0.00007 0.00000 0.00000 246: 0.00007 0.00000 0.00000 251: 0.00007 0.00000 0.00000 256: 0.00007 0.00000 0.00000 261: 0.00006 0.00000 0.00000 266: 0.00006 0.00000 0.00000 271: 0.00006 0.00000 0.00000 276: 0.00006 0.00000 0.00000 281: 0.00006 0.00000 0.00000 286: 0.00005 0.00000 0.00000 291: 0.00005 0.00000 0.00000 296: 0.00005 0.00000 0.00000 301: 0.00005 0.00000 0.00000 306: 0.00005 0.00000 0.00000 311: 0.00005 0.00000 0.00000 316: 0.00005 0.00000 0.00000 321: 0.00004 0.00000 0.00000 326: 0.00004 0.00000 0.00000 331: 0.00004 0.00000 0.00000 336: 0.00004 0.00000 0.00000 341: 0.00004 0.00000 0.00000 346: 0.00004 0.00000 0.00000 351: 0.00004 0.00000 0.00000 356: 0.00004 0.00000 0.00000 361: 0.00004 0.00000 0.00000 366: 0.00004 0.00000 0.00000 371: 0.00003 0.00000 0.00000 376: 0.00003 0.00000 0.00000 381: 0.00003 0.00000 0.00000 386: 0.00003 0.00000 0.00000 391: 0.00003 0.00000 0.00000 396: 0.00003 0.00000 0.00000 401: 0.00003 0.00000 0.00000 406: 0.00003 0.00000 0.00000 411: 0.00003 0.00000 0.00000 416: 0.00003 0.00000 0.00000 421: 0.00003 0.00000 0.00000 426: 0.00003 0.00000 0.00000 431: 0.00003 0.00000 0.00000 436: 0.00003 0.00000 0.00000 441: 0.00003 0.00000 0.00000 446: 0.00002 0.00000 0.00000 451: 0.00002 0.00000 0.00000 456: 0.00002 0.00000 0.00000 461: 0.00002 0.00000 0.00000 466: 0.00002 0.00000 0.00000 471: 0.00002 0.00000 0.00000 476: 0.00002 0.00000 0.00000 481: 0.00002 0.00000 0.00000 486: 0.00002 0.00000 0.00000 491: 0.00002 0.00000 0.00000 496: 0.00002 0.00000 0.00000 Trained Network was not saved SNNS 3D-Kernel V4.10 Batchlearning terminated at Thu Apr 24 02:16:24 1997 ******************************************************** ---- STATISTICS ---- No. of learned cycles: 500 No. of units updated : 5235000 No. of sites updated : 0 No. of links updated : 412200000 CPU Time used: 542.96 seconds User time: 999 seconds No. of connection updates per second (CUPS): 7.591719e+05 ######## SNNS batch execution run. Loop 3 ######## Networkfile '/home/alu807/aut/mom/netmom.net' loaded. Patternfile '/home/alu807/aut/net.pat' loaded. No. of patterns: 30 No. of cycles: 500 Max. network error to stop: 0.000000 Patterns are shuffled Network name : netmom No. of units : 349 No. of sites : 0 No. of links : 27480 Learning Function : BackpropMomentum Update Function : Topological_Order Learning Parameter #1 : 1.000000 Learning Parameter #2 : 0.300000 Learning Parameter #3 : 0.100000 No Initialization No Result File ******************************************************** SNNS 3D-Kernel V4.10 Batchlearning started at Thu Apr 24 02:16:28 1997 epoch: SSE MSE SSE/o-units 1: 24.92525 0.83084 0.95866 6: 0.30111 0.01004 0.01158 11: 0.00663 0.00022 0.00025 16: 0.00349 0.00012 0.00013 21: 0.00220 0.00007 0.00008 26: 0.00158 0.00005 0.00006 31: 0.00119 0.00004 0.00005 36: 0.00094 0.00003 0.00004 41: 0.00077 0.00003 0.00003 46: 0.00064 0.00002 0.00002 51: 0.00055 0.00002 0.00002 56: 0.00047 0.00002 0.00002 61: 0.00041 0.00001 0.00002 66: 0.00036 0.00001 0.00001 71: 0.00033 0.00001 0.00001 76: 0.00029 0.00001 0.00001 81: 0.00026 0.00001 0.00001 86: 0.00024 0.00001 0.00001 91: 0.00022 0.00001 0.00001 96: 0.00020 0.00001 0.00001 101: 0.00019 0.00001 0.00001 106: 0.00017 0.00001 0.00001 111: 0.00016 0.00001 0.00001 116: 0.00015 0.00000 0.00001 121: 0.00014 0.00000 0.00001 126: 0.00013 0.00000 0.00001 131: 0.00012 0.00000 0.00000 136: 0.00011 0.00000 0.00000 141: 0.00011 0.00000 0.00000 146: 0.00010 0.00000 0.00000 151: 0.00010 0.00000 0.00000 156: 0.00009 0.00000 0.00000 161: 0.00009 0.00000 0.00000 166: 0.00008 0.00000 0.00000 171: 0.00008 0.00000 0.00000 176: 0.00008 0.00000 0.00000 181: 0.00007 0.00000 0.00000 186: 0.00007 0.00000 0.00000 191: 0.00007 0.00000 0.00000 196: 0.00006 0.00000 0.00000 201: 0.00006 0.00000 0.00000 206: 0.00006 0.00000 0.00000 211: 0.00006 0.00000 0.00000 216: 0.00005 0.00000 0.00000 221: 0.00005 0.00000 0.00000 226: 0.00005 0.00000 0.00000 231: 0.00005 0.00000 0.00000 236: 0.00005 0.00000 0.00000 241: 0.00004 0.00000 0.00000 246: 0.00004 0.00000 0.00000 251: 0.00004 0.00000 0.00000 256: 0.00004 0.00000 0.00000 261: 0.00004 0.00000 0.00000 266: 0.00004 0.00000 0.00000 271: 0.00004 0.00000 0.00000 276: 0.00004 0.00000 0.00000 281: 0.00003 0.00000 0.00000 286: 0.00003 0.00000 0.00000 291: 0.00003 0.00000 0.00000 296: 0.00003 0.00000 0.00000 301: 0.00003 0.00000 0.00000 306: 0.00003 0.00000 0.00000 311: 0.00003 0.00000 0.00000 316: 0.00003 0.00000 0.00000 321: 0.00003 0.00000 0.00000 326: 0.00003 0.00000 0.00000 331: 0.00003 0.00000 0.00000 336: 0.00003 0.00000 0.00000 341: 0.00002 0.00000 0.00000 346: 0.00002 0.00000 0.00000 351: 0.00002 0.00000 0.00000 356: 0.00002 0.00000 0.00000 361: 0.00002 0.00000 0.00000 366: 0.00002 0.00000 0.00000 371: 0.00002 0.00000 0.00000 376: 0.00002 0.00000 0.00000 381: 0.00002 0.00000 0.00000 386: 0.00002 0.00000 0.00000 391: 0.00002 0.00000 0.00000 396: 0.00002 0.00000 0.00000 401: 0.00002 0.00000 0.00000 406: 0.00002 0.00000 0.00000 411: 0.00002 0.00000 0.00000 416: 0.00002 0.00000 0.00000 421: 0.00002 0.00000 0.00000 426: 0.00002 0.00000 0.00000 431: 0.00002 0.00000 0.00000 436: 0.00002 0.00000 0.00000 441: 0.00002 0.00000 0.00000 446: 0.00002 0.00000 0.00000 451: 0.00002 0.00000 0.00000 456: 0.00001 0.00000 0.00000 461: 0.00001 0.00000 0.00000 466: 0.00001 0.00000 0.00000 471: 0.00001 0.00000 0.00000 476: 0.00001 0.00000 0.00000 481: 0.00001 0.00000 0.00000 486: 0.00001 0.00000 0.00000 491: 0.00001 0.00000 0.00000 496: 0.00001 0.00000 0.00000 Trained Network was not saved SNNS 3D-Kernel V4.10 Batchlearning terminated at Thu Apr 24 02:31:33 1997 ******************************************************** ---- STATISTICS ---- No. of learned cycles: 500 No. of units updated : 5235000 No. of sites updated : 0 No. of links updated : 412200000 CPU Time used: 786.73 seconds User time: 905 seconds No. of connection updates per second (CUPS): 5.239409e+05 ######## SNNS batch execution run. Loop 4 ######## Networkfile '/home/alu807/aut/mom/netmom.net' loaded. Patternfile '/home/alu807/aut/net.pat' loaded. No. of patterns: 30 No. of cycles: 500 Max. network error to stop: 0.000000 Patterns are shuffled Network name : netmom No. of units : 349 No. of sites : 0 No. of links : 27480 Learning Function : BackpropMomentum Update Function : Topological_Order Learning Parameter #1 : 1.000000 Learning Parameter #2 : 0.400000 Learning Parameter #3 : 0.100000 No Initialization No Result File ******************************************************** SNNS 3D-Kernel V4.10 Batchlearning started at Thu Apr 24 02:31:37 1997 epoch: SSE MSE SSE/o-units 1: 27.95039 0.93168 1.07502 6: 1.04534 0.03484 0.04021 11: 0.00506 0.00017 0.00019 16: 0.00272 0.00009 0.00010 21: 0.00176 0.00006 0.00007 26: 0.00129 0.00004 0.00005 31: 0.00100 0.00003 0.00004 36: 0.00080 0.00003 0.00003 41: 0.00066 0.00002 0.00003 46: 0.00055 0.00002 0.00002 51: 0.00047 0.00002 0.00002 56: 0.00041 0.00001 0.00002 61: 0.00036 0.00001 0.00001 66: 0.00032 0.00001 0.00001 71: 0.00028 0.00001 0.00001 76: 0.00025 0.00001 0.00001 81: 0.00023 0.00001 0.00001 86: 0.00021 0.00001 0.00001 91: 0.00019 0.00001 0.00001 96: 0.00017 0.00001 0.00001 101: 0.00016 0.00001 0.00001 106: 0.00015 0.00000 0.00001 111: 0.00014 0.00000 0.00001 116: 0.00013 0.00000 0.00000 121: 0.00012 0.00000 0.00000 126: 0.00011 0.00000 0.00000 131: 0.00010 0.00000 0.00000 136: 0.00010 0.00000 0.00000 141: 0.00009 0.00000 0.00000 146: 0.00009 0.00000 0.00000 151: 0.00008 0.00000 0.00000 156: 0.00008 0.00000 0.00000 161: 0.00007 0.00000 0.00000 166: 0.00007 0.00000 0.00000 171: 0.00007 0.00000 0.00000 176: 0.00006 0.00000 0.00000 181: 0.00006 0.00000 0.00000 186: 0.00006 0.00000 0.00000 191: 0.00005 0.00000 0.00000 196: 0.00005 0.00000 0.00000 201: 0.00005 0.00000 0.00000 206: 0.00005 0.00000 0.00000 211: 0.00005 0.00000 0.00000 216: 0.00004 0.00000 0.00000 221: 0.00004 0.00000 0.00000 226: 0.00004 0.00000 0.00000 231: 0.00004 0.00000 0.00000 236: 0.00004 0.00000 0.00000 241: 0.00004 0.00000 0.00000 246: 0.00004 0.00000 0.00000 251: 0.00003 0.00000 0.00000 256: 0.00003 0.00000 0.00000 261: 0.00003 0.00000 0.00000 266: 0.00003 0.00000 0.00000 271: 0.00003 0.00000 0.00000 276: 0.00003 0.00000 0.00000 281: 0.00003 0.00000 0.00000 286: 0.00003 0.00000 0.00000 291: 0.00003 0.00000 0.00000 296: 0.00003 0.00000 0.00000 301: 0.00002 0.00000 0.00000 306: 0.00002 0.00000 0.00000 311: 0.00002 0.00000 0.00000 316: 0.00002 0.00000 0.00000 321: 0.00002 0.00000 0.00000 326: 0.00002 0.00000 0.00000 331: 0.00002 0.00000 0.00000 336: 0.00002 0.00000 0.00000 341: 0.00002 0.00000 0.00000 346: 0.00002 0.00000 0.00000 351: 0.00002 0.00000 0.00000 356: 0.00002 0.00000 0.00000 361: 0.00002 0.00000 0.00000 366: 0.00002 0.00000 0.00000 371: 0.00002 0.00000 0.00000 376: 0.00002 0.00000 0.00000 381: 0.00002 0.00000 0.00000 386: 0.00002 0.00000 0.00000 391: 0.00002 0.00000 0.00000 396: 0.00001 0.00000 0.00000 401: 0.00001 0.00000 0.00000 406: 0.00001 0.00000 0.00000 411: 0.00001 0.00000 0.00000 416: 0.00001 0.00000 0.00000 421: 0.00001 0.00000 0.00000 426: 0.00001 0.00000 0.00000 431: 0.00001 0.00000 0.00000 436: 0.00001 0.00000 0.00000 441: 0.00001 0.00000 0.00000 446: 0.00001 0.00000 0.00000 451: 0.00001 0.00000 0.00000 456: 0.00001 0.00000 0.00000 461: 0.00001 0.00000 0.00000 466: 0.00001 0.00000 0.00000 471: 0.00001 0.00000 0.00000 476: 0.00001 0.00000 0.00000 481: 0.00001 0.00000 0.00000 486: 0.00001 0.00000 0.00000 491: 0.00001 0.00000 0.00000 496: 0.00001 0.00000 0.00000 Trained Network was not saved SNNS 3D-Kernel V4.10 Batchlearning terminated at Thu Apr 24 02:46:37 1997 ******************************************************** ---- STATISTICS ---- No. of learned cycles: 500 No. of units updated : 5235000 No. of sites updated : 0 No. of links updated : 412200000 CPU Time used: 1029.76 seconds User time: 900 seconds No. of connection updates per second (CUPS): 4.002874e+05 ######## SNNS batch execution run. Loop 5 ######## Networkfile '/home/alu807/aut/mom/netmom.net' loaded. Patternfile '/home/alu807/aut/net.pat' loaded. No. of patterns: 30 No. of cycles: 500 Max. network error to stop: 0.000000 Patterns are shuffled Network name : netmom No. of units : 349 No. of sites : 0 No. of links : 27480 Learning Function : BackpropMomentum Update Function : Topological_Order Learning Parameter #1 : 1.000000 Learning Parameter #2 : 0.500000 Learning Parameter #3 : 0.100000 No Initialization No Result File ******************************************************** SNNS 3D-Kernel V4.10 Batchlearning started at Thu Apr 24 02:46:41 1997 epoch: SSE MSE SSE/o-units 1: 25.80311 0.86010 0.99243 6: 0.91808 0.03060 0.03531 11: 0.00383 0.00013 0.00015 16: 0.00181 0.00006 0.00007 21: 0.00112 0.00004 0.00004 26: 0.00078 0.00003 0.00003 31: 0.00059 0.00002 0.00002 36: 0.00046 0.00002 0.00002 41: 0.00037 0.00001 0.00001 46: 0.00031 0.00001 0.00001 51: 0.00026 0.00001 0.00001 56: 0.00022 0.00001 0.00001 61: 0.00019 0.00001 0.00001 66: 0.00017 0.00001 0.00001 71: 0.00015 0.00000 0.00001 76: 0.00013 0.00000 0.00001 81: 0.00012 0.00000 0.00000 86: 0.00011 0.00000 0.00000 91: 0.00010 0.00000 0.00000 96: 0.00009 0.00000 0.00000 101: 0.00008 0.00000 0.00000 106: 0.00008 0.00000 0.00000 111: 0.00007 0.00000 0.00000 116: 0.00007 0.00000 0.00000 121: 0.00006 0.00000 0.00000 126: 0.00006 0.00000 0.00000 131: 0.00005 0.00000 0.00000 136: 0.00005 0.00000 0.00000 141: 0.00005 0.00000 0.00000 146: 0.00004 0.00000 0.00000 151: 0.00004 0.00000 0.00000 156: 0.00004 0.00000 0.00000 161: 0.00004 0.00000 0.00000 166: 0.00004 0.00000 0.00000 171: 0.00003 0.00000 0.00000 176: 0.00003 0.00000 0.00000 181: 0.00003 0.00000 0.00000 186: 0.00003 0.00000 0.00000 191: 0.00003 0.00000 0.00000 196: 0.00003 0.00000 0.00000 201: 0.00003 0.00000 0.00000 206: 0.00002 0.00000 0.00000 211: 0.00002 0.00000 0.00000 216: 0.00002 0.00000 0.00000 221: 0.00002 0.00000 0.00000 226: 0.00002 0.00000 0.00000 231: 0.00002 0.00000 0.00000 236: 0.00002 0.00000 0.00000 241: 0.00002 0.00000 0.00000 246: 0.00002 0.00000 0.00000 251: 0.00002 0.00000 0.00000 256: 0.00002 0.00000 0.00000 261: 0.00002 0.00000 0.00000 266: 0.00002 0.00000 0.00000 271: 0.00002 0.00000 0.00000 276: 0.00001 0.00000 0.00000 281: 0.00001 0.00000 0.00000 286: 0.00001 0.00000 0.00000 291: 0.00001 0.00000 0.00000 296: 0.00001 0.00000 0.00000 301: 0.00001 0.00000 0.00000 306: 0.00001 0.00000 0.00000 311: 0.00001 0.00000 0.00000 316: 0.00001 0.00000 0.00000 321: 0.00001 0.00000 0.00000 326: 0.00001 0.00000 0.00000 331: 0.00001 0.00000 0.00000 336: 0.00001 0.00000 0.00000 341: 0.00001 0.00000 0.00000 346: 0.00001 0.00000 0.00000 351: 0.00001 0.00000 0.00000 356: 0.00001 0.00000 0.00000 361: 0.00001 0.00000 0.00000 366: 0.00001 0.00000 0.00000 371: 0.00001 0.00000 0.00000 376: 0.00001 0.00000 0.00000 381: 0.00001 0.00000 0.00000 386: 0.00001 0.00000 0.00000 391: 0.00001 0.00000 0.00000 396: 0.00001 0.00000 0.00000 401: 0.00001 0.00000 0.00000 406: 0.00001 0.00000 0.00000 411: 0.00001 0.00000 0.00000 416: 0.00001 0.00000 0.00000 421: 0.00001 0.00000 0.00000 426: 0.00001 0.00000 0.00000 431: 0.00001 0.00000 0.00000 436: 0.00001 0.00000 0.00000 441: 0.00001 0.00000 0.00000 446: 0.00001 0.00000 0.00000 451: 0.00001 0.00000 0.00000 456: 0.00001 0.00000 0.00000 461: 0.00001 0.00000 0.00000 466: 0.00001 0.00000 0.00000 471: 0.00001 0.00000 0.00000 476: 0.00001 0.00000 0.00000 481: 0.00001 0.00000 0.00000 486: 0.00001 0.00000 0.00000 491: 0.00001 0.00000 0.00000 496: 0.00001 0.00000 0.00000 Trained Network was not saved SNNS 3D-Kernel V4.10 Batchlearning terminated at Thu Apr 24 03:01:40 1997 ******************************************************** ---- STATISTICS ---- No. of learned cycles: 500 No. of units updated : 5235000 No. of sites updated : 0 No. of links updated : 412200000 CPU Time used: 1272.03 seconds User time: 899 seconds No. of connection updates per second (CUPS): 3.240490e+05 ######## SNNS batch execution run. Loop 6 ######## Networkfile '/home/alu807/aut/mom/netmom.net' loaded. Patternfile '/home/alu807/aut/net.pat' loaded. No. of patterns: 30 No. of cycles: 500 Max. network error to stop: 0.000000 Patterns are shuffled Network name : netmom No. of units : 349 No. of sites : 0 No. of links : 27480 Learning Function : BackpropMomentum Update Function : Topological_Order Learning Parameter #1 : 1.000000 Learning Parameter #2 : 0.600000 Learning Parameter #3 : 0.100000 No Initialization No Result File ******************************************************** SNNS 3D-Kernel V4.10 Batchlearning started at Thu Apr 24 03:01:43 1997 epoch: SSE MSE SSE/o-units 1: 40.40164 1.34672 1.55391 6: 1.15102 0.03837 0.04427 11: 0.00136 0.00005 0.00005 16: 0.00053 0.00002 0.00002 21: 0.00030 0.00001 0.00001 26: 0.00020 0.00001 0.00001 31: 0.00015 0.00001 0.00001 36: 0.00012 0.00000 0.00000 41: 0.00010 0.00000 0.00000 46: 0.00008 0.00000 0.00000 51: 0.00007 0.00000 0.00000 56: 0.00006 0.00000 0.00000 61: 0.00005 0.00000 0.00000 66: 0.00005 0.00000 0.00000 71: 0.00004 0.00000 0.00000 76: 0.00004 0.00000 0.00000 81: 0.00003 0.00000 0.00000 86: 0.00003 0.00000 0.00000 91: 0.00003 0.00000 0.00000 96: 0.00003 0.00000 0.00000 101: 0.00002 0.00000 0.00000 106: 0.00002 0.00000 0.00000 111: 0.00002 0.00000 0.00000 116: 0.00002 0.00000 0.00000 121: 0.00002 0.00000 0.00000 126: 0.00002 0.00000 0.00000 131: 0.00002 0.00000 0.00000 136: 0.00002 0.00000 0.00000 141: 0.00001 0.00000 0.00000 146: 0.00001 0.00000 0.00000 151: 0.00001 0.00000 0.00000 156: 0.00001 0.00000 0.00000 161: 0.00001 0.00000 0.00000 166: 0.00001 0.00000 0.00000 171: 0.00001 0.00000 0.00000 176: 0.00001 0.00000 0.00000 181: 0.00001 0.00000 0.00000 186: 0.00001 0.00000 0.00000 191: 0.00001 0.00000 0.00000 196: 0.00001 0.00000 0.00000 201: 0.00001 0.00000 0.00000 206: 0.00001 0.00000 0.00000 211: 0.00001 0.00000 0.00000 216: 0.00001 0.00000 0.00000 221: 0.00001 0.00000 0.00000 226: 0.00001 0.00000 0.00000 231: 0.00001 0.00000 0.00000 236: 0.00001 0.00000 0.00000 241: 0.00001 0.00000 0.00000 246: 0.00001 0.00000 0.00000 251: 0.00001 0.00000 0.00000 256: 0.00001 0.00000 0.00000 261: 0.00001 0.00000 0.00000 266: 0.00001 0.00000 0.00000 271: 0.00001 0.00000 0.00000 276: 0.00001 0.00000 0.00000 281: 0.00000 0.00000 0.00000 286: 0.00000 0.00000 0.00000 291: 0.00000 0.00000 0.00000 296: 0.00000 0.00000 0.00000 301: 0.00000 0.00000 0.00000 306: 0.00000 0.00000 0.00000 311: 0.00000 0.00000 0.00000 316: 0.00000 0.00000 0.00000 321: 0.00000 0.00000 0.00000 326: 0.00000 0.00000 0.00000 331: 0.00000 0.00000 0.00000 336: 0.00000 0.00000 0.00000 341: 0.00000 0.00000 0.00000 346: 0.00000 0.00000 0.00000 351: 0.00000 0.00000 0.00000 356: 0.00000 0.00000 0.00000 361: 0.00000 0.00000 0.00000 366: 0.00000 0.00000 0.00000 371: 0.00000 0.00000 0.00000 376: 0.00000 0.00000 0.00000 381: 0.00000 0.00000 0.00000 386: 0.00000 0.00000 0.00000 391: 0.00000 0.00000 0.00000 396: 0.00000 0.00000 0.00000 401: 0.00000 0.00000 0.00000 406: 0.00000 0.00000 0.00000 411: 0.00000 0.00000 0.00000 416: 0.00000 0.00000 0.00000 421: 0.00000 0.00000 0.00000 426: 0.00000 0.00000 0.00000 431: 0.00000 0.00000 0.00000 436: 0.00000 0.00000 0.00000 441: 0.00000 0.00000 0.00000 446: 0.00000 0.00000 0.00000 451: 0.00000 0.00000 0.00000 456: 0.00000 0.00000 0.00000 461: 0.00000 0.00000 0.00000 466: 0.00000 0.00000 0.00000 471: 0.00000 0.00000 0.00000 476: 0.00000 0.00000 0.00000 481: 0.00000 0.00000 0.00000 486: 0.00000 0.00000 0.00000 491: 0.00000 0.00000 0.00000 496: 0.00000 0.00000 0.00000 Trained Network was not saved SNNS 3D-Kernel V4.10 Batchlearning terminated at Thu Apr 24 03:16:47 1997 ******************************************************** ---- STATISTICS ---- No. of learned cycles: 500 No. of units updated : 5235000 No. of sites updated : 0 No. of links updated : 412200000 CPU Time used: 1513.55 seconds User time: 904 seconds No. of connection updates per second (CUPS): 2.723399e+05 ######## SNNS batch execution run. Loop 7 ######## Networkfile '/home/alu807/aut/mom/netmom.net' loaded. Patternfile '/home/alu807/aut/net.pat' loaded. No. of patterns: 30 No. of cycles: 500 Max. network error to stop: 0.000000 Patterns are shuffled Network name : netmom No. of units : 349 No. of sites : 0 No. of links : 27480 Learning Function : BackpropMomentum Update Function : Topological_Order Learning Parameter #1 : 1.000000 Learning Parameter #2 : 0.700000 Learning Parameter #3 : 0.100000 No Initialization No Result File ******************************************************** SNNS 3D-Kernel V4.10 Batchlearning started at Thu Apr 24 03:16:51 1997 epoch: SSE MSE SSE/o-units 1: 46.30726 1.54358 1.78105 6: 0.93499 0.03117 0.03596 11: 0.00211 0.00007 0.00008 16: 0.00080 0.00003 0.00003 21: 0.00045 0.00001 0.00002 26: 0.00030 0.00001 0.00001 31: 0.00021 0.00001 0.00001 36: 0.00016 0.00001 0.00001 41: 0.00013 0.00000 0.00001 46: 0.00011 0.00000 0.00000 51: 0.00009 0.00000 0.00000 56: 0.00008 0.00000 0.00000 61: 0.00007 0.00000 0.00000 66: 0.00006 0.00000 0.00000 71: 0.00005 0.00000 0.00000 76: 0.00004 0.00000 0.00000 81: 0.00004 0.00000 0.00000 86: 0.00004 0.00000 0.00000 91: 0.00003 0.00000 0.00000 96: 0.00003 0.00000 0.00000 101: 0.00003 0.00000 0.00000 106: 0.00003 0.00000 0.00000 111: 0.00002 0.00000 0.00000 116: 0.00002 0.00000 0.00000 121: 0.00002 0.00000 0.00000 126: 0.00002 0.00000 0.00000 131: 0.00002 0.00000 0.00000 136: 0.00002 0.00000 0.00000 141: 0.00002 0.00000 0.00000 146: 0.00001 0.00000 0.00000 151: 0.00001 0.00000 0.00000 156: 0.00001 0.00000 0.00000 161: 0.00001 0.00000 0.00000 166: 0.00001 0.00000 0.00000 171: 0.00001 0.00000 0.00000 176: 0.00001 0.00000 0.00000 181: 0.00001 0.00000 0.00000 186: 0.00001 0.00000 0.00000 191: 0.00001 0.00000 0.00000 196: 0.00001 0.00000 0.00000 201: 0.00001 0.00000 0.00000 206: 0.00001 0.00000 0.00000 211: 0.00001 0.00000 0.00000 216: 0.00001 0.00000 0.00000 221: 0.00001 0.00000 0.00000 226: 0.00001 0.00000 0.00000 231: 0.00001 0.00000 0.00000 236: 0.00001 0.00000 0.00000 241: 0.00001 0.00000 0.00000 246: 0.00001 0.00000 0.00000 251: 0.00001 0.00000 0.00000 256: 0.00001 0.00000 0.00000 261: 0.00001 0.00000 0.00000 266: 0.00000 0.00000 0.00000 271: 0.00000 0.00000 0.00000 276: 0.00000 0.00000 0.00000 281: 0.00000 0.00000 0.00000 286: 0.00000 0.00000 0.00000 291: 0.00000 0.00000 0.00000 296: 0.00000 0.00000 0.00000 301: 0.00000 0.00000 0.00000 306: 0.00000 0.00000 0.00000 311: 0.00000 0.00000 0.00000 316: 0.00000 0.00000 0.00000 321: 0.00000 0.00000 0.00000 326: 0.00000 0.00000 0.00000 331: 0.00000 0.00000 0.00000 336: 0.00000 0.00000 0.00000 341: 0.00000 0.00000 0.00000 346: 0.00000 0.00000 0.00000 351: 0.00000 0.00000 0.00000 356: 0.00000 0.00000 0.00000 361: 0.00000 0.00000 0.00000 366: 0.00000 0.00000 0.00000 371: 0.00000 0.00000 0.00000 376: 0.00000 0.00000 0.00000 381: 0.00000 0.00000 0.00000 386: 0.00000 0.00000 0.00000 391: 0.00000 0.00000 0.00000 396: 0.00000 0.00000 0.00000 401: 0.00000 0.00000 0.00000 406: 0.00000 0.00000 0.00000 411: 0.00000 0.00000 0.00000 416: 0.00000 0.00000 0.00000 421: 0.00000 0.00000 0.00000 426: 0.00000 0.00000 0.00000 431: 0.00000 0.00000 0.00000 436: 0.00000 0.00000 0.00000 441: 0.00000 0.00000 0.00000 446: 0.00000 0.00000 0.00000 451: 0.00000 0.00000 0.00000 456: 0.00000 0.00000 0.00000 461: 0.00000 0.00000 0.00000 466: 0.00000 0.00000 0.00000 471: 0.00000 0.00000 0.00000 476: 0.00000 0.00000 0.00000 481: 0.00000 0.00000 0.00000 486: 0.00000 0.00000 0.00000 491: 0.00000 0.00000 0.00000 496: 0.00000 0.00000 0.00000 Trained Network was not saved SNNS 3D-Kernel V4.10 Batchlearning terminated at Thu Apr 24 03:31:48 1997 ******************************************************** ---- STATISTICS ---- No. of learned cycles: 500 No. of units updated : 5235000 No. of sites updated : 0 No. of links updated : 412200000 CPU Time used: 1754.82 seconds User time: 897 seconds No. of connection updates per second (CUPS): 2.348959e+05 ######## SNNS batch execution run. Loop 8 ######## Networkfile '/home/alu807/aut/mom/netmom.net' loaded. Patternfile '/home/alu807/aut/net.pat' loaded. No. of patterns: 30 No. of cycles: 500 Max. network error to stop: 0.000000 Patterns are shuffled Network name : netmom No. of units : 349 No. of sites : 0 No. of links : 27480 Learning Function : BackpropMomentum Update Function : Topological_Order Learning Parameter #1 : 1.000000 Learning Parameter #2 : 0.800000 Learning Parameter #3 : 0.100000 No Initialization No Result File ******************************************************** SNNS 3D-Kernel V4.10 Batchlearning started at Thu Apr 24 03:31:51 1997 epoch: SSE MSE SSE/o-units 1: 42.29278 1.40976 1.62665 6: 7.23915 0.24131 0.27843 11: 0.00175 0.00006 0.00007 16: 0.00064 0.00002 0.00002 21: 0.00033 0.00001 0.00001 26: 0.00021 0.00001 0.00001 31: 0.00014 0.00000 0.00001 36: 0.00010 0.00000 0.00000 41: 0.00008 0.00000 0.00000 46: 0.00006 0.00000 0.00000 51: 0.00005 0.00000 0.00000 56: 0.00004 0.00000 0.00000 61: 0.00004 0.00000 0.00000 66: 0.00003 0.00000 0.00000 71: 0.00003 0.00000 0.00000 76: 0.00002 0.00000 0.00000 81: 0.00002 0.00000 0.00000 86: 0.00002 0.00000 0.00000 91: 0.00002 0.00000 0.00000 96: 0.00001 0.00000 0.00000 101: 0.00001 0.00000 0.00000 106: 0.00001 0.00000 0.00000 111: 0.00001 0.00000 0.00000 116: 0.00001 0.00000 0.00000 121: 0.00001 0.00000 0.00000 126: 0.00001 0.00000 0.00000 131: 0.00001 0.00000 0.00000 136: 0.00001 0.00000 0.00000 141: 0.00001 0.00000 0.00000 146: 0.00001 0.00000 0.00000 151: 0.00001 0.00000 0.00000 156: 0.00001 0.00000 0.00000 161: 0.00001 0.00000 0.00000 166: 0.00000 0.00000 0.00000 171: 0.00000 0.00000 0.00000 176: 0.00000 0.00000 0.00000 181: 0.00000 0.00000 0.00000 186: 0.00000 0.00000 0.00000 191: 0.00000 0.00000 0.00000 196: 0.00000 0.00000 0.00000 201: 0.00000 0.00000 0.00000 206: 0.00000 0.00000 0.00000 211: 0.00000 0.00000 0.00000 216: 0.00000 0.00000 0.00000 221: 0.00000 0.00000 0.00000 226: 0.00000 0.00000 0.00000 231: 0.00000 0.00000 0.00000 236: 0.00000 0.00000 0.00000 241: 0.00000 0.00000 0.00000 246: 0.00000 0.00000 0.00000 251: 0.00000 0.00000 0.00000 256: 0.00000 0.00000 0.00000 261: 0.00000 0.00000 0.00000 266: 0.00000 0.00000 0.00000 271: 0.00000 0.00000 0.00000 276: 0.00000 0.00000 0.00000 281: 0.00000 0.00000 0.00000 286: 0.00000 0.00000 0.00000 291: 0.00000 0.00000 0.00000 296: 0.00000 0.00000 0.00000 301: 0.00000 0.00000 0.00000 306: 0.00000 0.00000 0.00000 311: 0.00000 0.00000 0.00000 316: 0.00000 0.00000 0.00000 321: 0.00000 0.00000 0.00000 326: 0.00000 0.00000 0.00000 331: 0.00000 0.00000 0.00000 336: 0.00000 0.00000 0.00000 341: 0.00000 0.00000 0.00000 346: 0.00000 0.00000 0.00000 351: 0.00000 0.00000 0.00000 356: 0.00000 0.00000 0.00000 361: 0.00000 0.00000 0.00000 366: 0.00000 0.00000 0.00000 371: 0.00000 0.00000 0.00000 376: 0.00000 0.00000 0.00000 381: 0.00000 0.00000 0.00000 386: 0.00000 0.00000 0.00000 391: 0.00000 0.00000 0.00000 396: 0.00000 0.00000 0.00000 401: 0.00000 0.00000 0.00000 406: 0.00000 0.00000 0.00000 411: 0.00000 0.00000 0.00000 416: 0.00000 0.00000 0.00000 421: 0.00000 0.00000 0.00000 426: 0.00000 0.00000 0.00000 431: 0.00000 0.00000 0.00000 436: 0.00000 0.00000 0.00000 441: 0.00000 0.00000 0.00000 446: 0.00000 0.00000 0.00000 451: 0.00000 0.00000 0.00000 456: 0.00000 0.00000 0.00000 461: 0.00000 0.00000 0.00000 466: 0.00000 0.00000 0.00000 471: 0.00000 0.00000 0.00000 476: 0.00000 0.00000 0.00000 481: 0.00000 0.00000 0.00000 486: 0.00000 0.00000 0.00000 491: 0.00000 0.00000 0.00000 496: 0.00000 0.00000 0.00000 Trained Network was not saved SNNS 3D-Kernel V4.10 Batchlearning terminated at Thu Apr 24 03:46:50 1997 ******************************************************** ---- STATISTICS ---- No. of learned cycles: 500 No. of units updated : 5235000 No. of sites updated : 0 No. of links updated : 412200000 CPU Time used: 1996.65 seconds User time: 899 seconds No. of connection updates per second (CUPS): 2.064458e+05 ######## SNNS batch execution run. Loop 9 ######## Networkfile '/home/alu807/aut/mom/netmom.net' loaded. Patternfile '/home/alu807/aut/net.pat' loaded. No. of patterns: 30 No. of cycles: 500 Max. network error to stop: 0.000000 Patterns are shuffled Network name : netmom No. of units : 349 No. of sites : 0 No. of links : 27480 Learning Function : BackpropMomentum Update Function : Topological_Order Learning Parameter #1 : 1.000000 Learning Parameter #2 : 0.900000 Learning Parameter #3 : 0.100000 No Initialization No Result File ******************************************************** SNNS 3D-Kernel V4.10 Batchlearning started at Thu Apr 24 03:46:53 1997 epoch: SSE MSE SSE/o-units 1: 53.41123 1.78037 2.05428 6: 15.79907 0.52664 0.60766 11: 0.00181 0.00006 0.00007 16: 0.00048 0.00002 0.00002 21: 0.00022 0.00001 0.00001 26: 0.00013 0.00000 0.00000 31: 0.00008 0.00000 0.00000 36: 0.00006 0.00000 0.00000 41: 0.00004 0.00000 0.00000 46: 0.00003 0.00000 0.00000 51: 0.00002 0.00000 0.00000 56: 0.00002 0.00000 0.00000 61: 0.00002 0.00000 0.00000 66: 0.00001 0.00000 0.00000 71: 0.00001 0.00000 0.00000 76: 0.00001 0.00000 0.00000 81: 0.00001 0.00000 0.00000 86: 0.00001 0.00000 0.00000 91: 0.00001 0.00000 0.00000 96: 0.00001 0.00000 0.00000 101: 0.00001 0.00000 0.00000 106: 0.00000 0.00000 0.00000 111: 0.00000 0.00000 0.00000 116: 0.00000 0.00000 0.00000 121: 0.00000 0.00000 0.00000 126: 0.00000 0.00000 0.00000 131: 0.00000 0.00000 0.00000 136: 0.00000 0.00000 0.00000 141: 0.00000 0.00000 0.00000 146: 0.00000 0.00000 0.00000 151: 0.00000 0.00000 0.00000 156: 0.00000 0.00000 0.00000 161: 0.00000 0.00000 0.00000 166: 0.00000 0.00000 0.00000 171: 0.00000 0.00000 0.00000 176: 0.00000 0.00000 0.00000 181: 0.00000 0.00000 0.00000 186: 0.00000 0.00000 0.00000 191: 0.00000 0.00000 0.00000 196: 0.00000 0.00000 0.00000 201: 0.00000 0.00000 0.00000 206: 0.00000 0.00000 0.00000 211: 0.00000 0.00000 0.00000 216: 0.00000 0.00000 0.00000 221: 0.00000 0.00000 0.00000 226: 0.00000 0.00000 0.00000 231: 0.00000 0.00000 0.00000 236: 0.00000 0.00000 0.00000 241: 0.00000 0.00000 0.00000 246: 0.00000 0.00000 0.00000 251: 0.00000 0.00000 0.00000 256: 0.00000 0.00000 0.00000 261: 0.00000 0.00000 0.00000 266: 0.00000 0.00000 0.00000 271: 0.00000 0.00000 0.00000 276: 0.00000 0.00000 0.00000 281: 0.00000 0.00000 0.00000 286: 0.00000 0.00000 0.00000 291: 0.00000 0.00000 0.00000 296: 0.00000 0.00000 0.00000 301: 0.00000 0.00000 0.00000 306: 0.00000 0.00000 0.00000 311: 0.00000 0.00000 0.00000 316: 0.00000 0.00000 0.00000 321: 0.00000 0.00000 0.00000 326: 0.00000 0.00000 0.00000 331: 0.00000 0.00000 0.00000 336: 0.00000 0.00000 0.00000 341: 0.00000 0.00000 0.00000 346: 0.00000 0.00000 0.00000 351: 0.00000 0.00000 0.00000 356: 0.00000 0.00000 0.00000 361: 0.00000 0.00000 0.00000 366: 0.00000 0.00000 0.00000 371: 0.00000 0.00000 0.00000 376: 0.00000 0.00000 0.00000 381: 0.00000 0.00000 0.00000 386: 0.00000 0.00000 0.00000 391: 0.00000 0.00000 0.00000 396: 0.00000 0.00000 0.00000 401: 0.00000 0.00000 0.00000 406: 0.00000 0.00000 0.00000 411: 0.00000 0.00000 0.00000 416: 0.00000 0.00000 0.00000 421: 0.00000 0.00000 0.00000 426: 0.00000 0.00000 0.00000 431: 0.00000 0.00000 0.00000 436: 0.00000 0.00000 0.00000 441: 0.00000 0.00000 0.00000 446: 0.00000 0.00000 0.00000 451: 0.00000 0.00000 0.00000 456: 0.00000 0.00000 0.00000 461: 0.00000 0.00000 0.00000 466: 0.00000 0.00000 0.00000 471: 0.00000 0.00000 0.00000 476: 0.00000 0.00000 0.00000 481: 0.00000 0.00000 0.00000 486: 0.00000 0.00000 0.00000 491: 0.00000 0.00000 0.00000 496: 0.00000 0.00000 0.00000 Trained Network was not saved SNNS 3D-Kernel V4.10 Batchlearning terminated at Thu Apr 24 04:02:07 1997 ******************************************************** ---- STATISTICS ---- No. of learned cycles: 500 No. of units updated : 5235000 No. of sites updated : 0 No. of links updated : 412200000 CPU Time used: 2237.06 seconds User time: 914 seconds No. of connection updates per second (CUPS): 1.842597e+05 ######## SNNS batch execution run. Loop 10 ######## Networkfile '/home/alu807/aut/mom/netmom.net' loaded. Patternfile '/home/alu807/aut/net.pat' loaded. No. of patterns: 30 No. of cycles: 500 Max. network error to stop: 0.000000 Patterns are shuffled Network name : netmom No. of units : 349 No. of sites : 0 No. of links : 27480 Learning Function : BackpropMomentum Update Function : Topological_Order Learning Parameter #1 : 1.000000 Learning Parameter #2 : 1.000000 Learning Parameter #3 : 0.100000 No Initialization No Result File ******************************************************** SNNS 3D-Kernel V4.10 Batchlearning started at Thu Apr 24 04:02:11 1997 epoch: SSE MSE SSE/o-units 1: 64.00610 2.13354 2.46177 6: 16.49124 0.54971 0.63428 11: 10.93953 0.36465 0.42075 16: 3.90698 0.13023 0.15027 21: 0.96705 0.03223 0.03719 26: 0.97526 0.03251 0.03751 31: 1.08958 0.03632 0.04191 36: 1.98918 0.06631 0.07651 41: 0.00001 0.00000 0.00000 46: 0.00000 0.00000 0.00000 Trained Network was not saved SNNS 3D-Kernel V4.10 Batchlearning terminated at Thu Apr 24 04:03:26 1997 ******************************************************** ---- STATISTICS ---- No. of learned cycles: 45 No. of units updated : 471150 No. of sites updated : 0 No. of links updated : 37098000 CPU Time used: 2258.31 seconds User time: 75 seconds No. of connection updates per second (CUPS): 1.642733e+04