SNNS 3D-Kernel V4.10 Batchlearning Program Configuration file: 'netstdf.cfg' Log file : 'netstdf.log' ######## SNNS batch execution run. Loop 1 ######## Networkfile '/home/alu807/aut/std/netstd.net' loaded. Patternfile '/home/alu807/aut/net.pat' loaded. No. of patterns: 30 No. of cycles: 10000 Max. network error to stop: 0.000000 Patterns are shuffled Network name : netstd No. of units : 349 No. of sites : 0 No. of links : 27480 Learning Function : Std_Backpropagation Update Function : Topological_Order Learning Parameter #1 : 1.000000 No Initialization Result File : '/home/alu807/aut/netstdf.res' Result File Start Pattern: 1 Result File End Pattern : 30 Result File Output Pattern included ******************************************************** SNNS 3D-Kernel V4.10 Batchlearning started at Wed Apr 23 20:30:08 1997 epoch: SSE MSE SSE/o-units 1: 1.86769 0.06226 0.07183 101: 0.03962 0.00132 0.00152 201: 0.01953 0.00065 0.00075 301: 0.01283 0.00043 0.00049 401: 0.00951 0.00032 0.00037 501: 0.00753 0.00025 0.00029 601: 0.00622 0.00021 0.00024 701: 0.00529 0.00018 0.00020 801: 0.00460 0.00015 0.00018 901: 0.00407 0.00014 0.00016 1001: 0.00364 0.00012 0.00014 1101: 0.00329 0.00011 0.00013 1201: 0.00301 0.00010 0.00012 1301: 0.00276 0.00009 0.00011 1401: 0.00256 0.00009 0.00010 1501: 0.00238 0.00008 0.00009 1601: 0.00222 0.00007 0.00009 1701: 0.00209 0.00007 0.00008 1801: 0.00196 0.00007 0.00008 1901: 0.00186 0.00006 0.00007 2001: 0.00176 0.00006 0.00007 2101: 0.00167 0.00006 0.00006 2201: 0.00159 0.00005 0.00006 2301: 0.00152 0.00005 0.00006 2401: 0.00145 0.00005 0.00006 2501: 0.00139 0.00005 0.00005 2601: 0.00134 0.00004 0.00005 2701: 0.00128 0.00004 0.00005 2801: 0.00124 0.00004 0.00005 2901: 0.00119 0.00004 0.00005 3001: 0.00115 0.00004 0.00004 3101: 0.00111 0.00004 0.00004 3201: 0.00107 0.00004 0.00004 3301: 0.00104 0.00003 0.00004 3401: 0.00101 0.00003 0.00004 3501: 0.00098 0.00003 0.00004 3601: 0.00095 0.00003 0.00004 3701: 0.00092 0.00003 0.00004 3801: 0.00090 0.00003 0.00003 3901: 0.00087 0.00003 0.00003 4001: 0.00085 0.00003 0.00003 4101: 0.00083 0.00003 0.00003 4201: 0.00081 0.00003 0.00003 4301: 0.00079 0.00003 0.00003 4401: 0.00077 0.00003 0.00003 4501: 0.00075 0.00003 0.00003 ##### Saved to 1st Temporary network file. ##### ##### Temporary network file './SNNS_AAAa002MH' created. ##### 4601: 0.00073 0.00002 0.00003 4701: 0.00072 0.00002 0.00003 4801: 0.00070 0.00002 0.00003 4901: 0.00069 0.00002 0.00003 5001: 0.00067 0.00002 0.00003 5101: 0.00066 0.00002 0.00003 5201: 0.00065 0.00002 0.00002 5301: 0.00063 0.00002 0.00002 5401: 0.00062 0.00002 0.00002 5501: 0.00061 0.00002 0.00002 5601: 0.00060 0.00002 0.00002 5701: 0.00059 0.00002 0.00002 5801: 0.00058 0.00002 0.00002 5901: 0.00057 0.00002 0.00002 6001: 0.00056 0.00002 0.00002 6101: 0.00055 0.00002 0.00002 6201: 0.00054 0.00002 0.00002 6301: 0.00053 0.00002 0.00002 6401: 0.00052 0.00002 0.00002 6501: 0.00051 0.00002 0.00002 6601: 0.00050 0.00002 0.00002 6701: 0.00050 0.00002 0.00002 6801: 0.00049 0.00002 0.00002 6901: 0.00048 0.00002 0.00002 7001: 0.00047 0.00002 0.00002 7101: 0.00047 0.00002 0.00002 7201: 0.00046 0.00002 0.00002 7301: 0.00045 0.00002 0.00002 7401: 0.00045 0.00001 0.00002 7501: 0.00044 0.00001 0.00002 7601: 0.00043 0.00001 0.00002 7701: 0.00043 0.00001 0.00002 7801: 0.00042 0.00001 0.00002 7901: 0.00042 0.00001 0.00002 8001: 0.00041 0.00001 0.00002 8101: 0.00041 0.00001 0.00002 8201: 0.00040 0.00001 0.00002 8301: 0.00040 0.00001 0.00002 8401: 0.00039 0.00001 0.00002 8501: 0.00039 0.00001 0.00001 8601: 0.00038 0.00001 0.00001 8701: 0.00038 0.00001 0.00001 8801: 0.00037 0.00001 0.00001 8901: 0.00037 0.00001 0.00001 9001: 0.00036 0.00001 0.00001 ##### Saved to 2nd Temporary network file. ##### ##### Temporary network file './SNNS_BAAa002MH' created. ##### 9101: 0.00036 0.00001 0.00001 9201: 0.00036 0.00001 0.00001 9301: 0.00035 0.00001 0.00001 9401: 0.00035 0.00001 0.00001 9501: 0.00034 0.00001 0.00001 9601: 0.00034 0.00001 0.00001 9701: 0.00034 0.00001 0.00001 9801: 0.00033 0.00001 0.00001 9901: 0.00033 0.00001 0.00001 Result file saved. Network saved to /home/alu807/aut/netstdf.net. ##### Temporary network file './SNNS_AAAa002MH' removed. ##### ##### Temporary network file './SNNS_BAAa002MH' removed. ##### SNNS 3D-Kernel V4.10 Batchlearning terminated at Thu Apr 24 01:30:33 1997 ******************************************************** ---- STATISTICS ---- No. of learned cycles: 10000 No. of units updated : 104700000 No. of sites updated : 0 No. of links updated : -345934592 CPU Time used: 3968.53 seconds User time: 18025 seconds No. of connection updates per second (CUPS): 2.077343e+06