Nameexact_genome_1512568488_41_7106_1
Workunit2606818
Created7 Dec 2017, 23:55:19 UTC
Sent8 Dec 2017, 0:00:27 UTC
Report deadline15 Dec 2017, 16:13:11 UTC
Received8 Dec 2017, 15:46:43 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57373
Run time4 hours 5 min 13 sec
CPU time4 hours 4 min 10 sec
Validate stateValid
Credit1,918.88
Device peak FLOPS3.51 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size154.77 MB
Peak swap size158.18 MB
Peak disk usage1.86 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
s:    9662/  10000 (96.62%), best:    9680/10000 (96.80%), error:      1201.65515, best error:      1117.51782 on epoch:    10, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 133.1825561523s, input_fired_time: 1.3413987160, output_fired_time: 1.1853531599, propagate_forward_time: 50.3412208557, propagate_backward_time: 77.1959381104, weight_update_time: 0.1531763524, other_time: 3.1186523438
epoch time: 10.8130674362s, input_fired_time: 0.1662725955, output_fired_time: 0.0000000000, propagate_forward_time: 10.0938482285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5529470444
validation[          , genome  7106] predictions:    9618/  10000 (96.18%), best:    9680/10000 (96.80%), error:      1246.31946, best error:      1117.51782 on epoch:    10, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 135.0111236572s, input_fired_time: 1.3539878130, output_fired_time: 1.2047314644, propagate_forward_time: 51.0554542542, propagate_backward_time: 78.2027053833, weight_update_time: 0.1518014818, other_time: 3.1942520142
epoch time: 10.7170572281s, input_fired_time: 0.1684633046, output_fired_time: 0.0000000000, propagate_forward_time: 9.9935178757, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5550756454
validation[          , genome  7106] predictions:    9638/  10000 (96.38%), best:    9680/10000 (96.80%), error:      1199.95972, best error:      1117.51782 on epoch:    10, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 133.2661743164s, input_fired_time: 1.3452359438, output_fired_time: 1.1858644485, propagate_forward_time: 50.3406906128, propagate_backward_time: 77.2303390503, weight_update_time: 0.1559535563, other_time: 3.1640472412
epoch time: 10.6865940094s, input_fired_time: 0.1729626805, output_fired_time: 0.0000000000, propagate_forward_time: 9.9615774155, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5520534515
validation[          , genome  7106] predictions:    9634/  10000 (96.34%), best:    9680/10000 (96.80%), error:      1243.59399, best error:      1117.51782 on epoch:    10, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 133.8915710449s, input_fired_time: 1.3469371796, output_fired_time: 1.1933897734, propagate_forward_time: 50.7366447449, propagate_backward_time: 77.5320739746, weight_update_time: 0.1497846544, other_time: 3.0825195313
epoch time: 10.8459777832s, input_fired_time: 0.1736632884, output_fired_time: 0.0000000000, propagate_forward_time: 10.1292600632, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5430545807
validation[          , genome  7106] predictions:    9651/  10000 (96.51%), best:    9680/10000 (96.80%), error:      1191.09229, best error:      1117.51782 on epoch:    10, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 133.4503479004s, input_fired_time: 1.3168306351, output_fired_time: 1.1852405071, propagate_forward_time: 50.4989814758, propagate_backward_time: 77.3822555542, weight_update_time: 0.1492041945, other_time: 3.0670394897
epoch time: 10.8508596420s, input_fired_time: 0.1697208732, output_fired_time: 0.0000000000, propagate_forward_time: 10.1296005249, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5515384674
validation[          , genome  7106] predictions:    9585/  10000 (95.85%), best:    9680/10000 (96.80%), error:      1375.74548, best error:      1117.51782 on epoch:    10, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 133.2627258301s, input_fired_time: 1.3315417767, output_fired_time: 1.1998914480, propagate_forward_time: 50.4201354980, propagate_backward_time: 77.1764526367, weight_update_time: 0.1521267593, other_time: 3.1347045898
epoch time: 10.9562091827s, input_fired_time: 0.1811360866, output_fired_time: 0.0000000000, propagate_forward_time: 10.1934967041, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5815763474
validation[          , genome  7106] predictions:    9639/  10000 (96.39%), best:    9680/10000 (96.80%), error:      1216.99976, best error:      1117.51782 on epoch:    10, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 134.4777832031s, input_fired_time: 1.3417177200, output_fired_time: 1.1961804628, propagate_forward_time: 50.8480987549, propagate_backward_time: 77.9941482544, weight_update_time: 0.1511134654, other_time: 3.0976333618
epoch time: 10.6230382919s, input_fired_time: 0.1669330001, output_fired_time: 0.0000000000, propagate_forward_time: 9.9182205200, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5378847122
validation[          , genome  7106] predictions:    9651/  10000 (96.51%), best:    9680/10000 (96.80%), error:      1188.47937, best error:      1117.51782 on epoch:    10, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 132.1338958740s, input_fired_time: 1.3360450268, output_fired_time: 1.1687819958, propagate_forward_time: 49.9284400940, propagate_backward_time: 76.5450439453, weight_update_time: 0.1524355710, other_time: 3.1555938721
epoch time: 10.7638969421s, input_fired_time: 0.1727363765, output_fired_time: 0.0000000000, propagate_forward_time: 10.0337543488, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5574064255
validation[          , genome  7106] predictions:    9696/  10000 (96.96%), best:    9696/10000 (96.96%), error:      1057.84619, best error:      1057.84619 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 132.3622436523s, input_fired_time: 1.3438456059, output_fired_time: 1.1752107143, propagate_forward_time: 50.0265464783, propagate_backward_time: 76.6613922119, weight_update_time: 0.1518782824, other_time: 3.1552429199
epoch time: 10.7279233932s, input_fired_time: 0.1727849543, output_fired_time: 0.0000000000, propagate_forward_time: 10.0029268265, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5522117615
validation[          , genome  7106] predictions:    9581/  10000 (95.81%), best:    9696/10000 (96.96%), error:      1466.78540, best error:      1057.84619 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 133.4472656250s, input_fired_time: 1.3393220901, output_fired_time: 1.1976972818, propagate_forward_time: 50.4796524048, propagate_backward_time: 77.3087844849, weight_update_time: 0.1612583250, other_time: 3.1218109131
epoch time: 11.0609350204s, input_fired_time: 0.1793529242, output_fired_time: 0.0000000000, propagate_forward_time: 10.3051891327, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5763931274
validation[          , genome  7106] predictions:    9617/  10000 (96.17%), best:    9696/10000 (96.96%), error:      1232.44617, best error:      1057.84619 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 133.2391510010s, input_fired_time: 1.3450616598, output_fired_time: 1.1967060566, propagate_forward_time: 50.3124694824, propagate_backward_time: 77.2708511353, weight_update_time: 0.1501343101, other_time: 3.1140670776
epoch time: 11.0665054321s, input_fired_time: 0.1726817936, output_fired_time: 0.0000000000, propagate_forward_time: 10.3307752609, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5630483627
validation[          , genome  7106] predictions:    9711/  10000 (97.11%), best:    9711/10000 (97.11%), error:      1011.95062, best error:      1011.95062 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 132.5386962891s, input_fired_time: 1.3473671675, output_fired_time: 1.1697738171, propagate_forward_time: 50.0251655579, propagate_backward_time: 76.8525848389, weight_update_time: 0.1517622173, other_time: 3.1438140869
epoch time: 10.6836423874s, input_fired_time: 0.1721125394, output_fired_time: 0.0000000000, propagate_forward_time: 9.9613437653, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5501861572
validation[          , genome  7106] predictions:    9701/  10000 (97.01%), best:    9711/10000 (97.11%), error:      1022.12958, best error:      1011.95062 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 133.6363830566s, input_fired_time: 1.3284755945, output_fired_time: 1.1957303286, propagate_forward_time: 50.5125503540, propagate_backward_time: 77.5257720947, weight_update_time: 0.1503954977, other_time: 3.0738601685
epoch time: 10.7911882401s, input_fired_time: 0.1690733284, output_fired_time: 0.0000000000, propagate_forward_time: 10.0758199692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5462951660
validation[          , genome  7106] predictions:    9717/  10000 (97.17%), best:    9717/10000 (97.17%), error:       964.37170, best error:       964.37170 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 133.0553741455s, input_fired_time: 1.3479870558, output_fired_time: 1.1785975695, propagate_forward_time: 50.2665672302, propagate_backward_time: 77.1190643311, weight_update_time: 0.1515107900, other_time: 3.1431427002
epoch time: 11.2308826447s, input_fired_time: 0.1692942977, output_fired_time: 0.0000000000, propagate_forward_time: 10.4787015915, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5828866959
validation[          , genome  7106] predictions:    9703/  10000 (97.03%), best:    9717/10000 (97.17%), error:      1015.27576, best error:       964.37170 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 133.2188568115s, input_fired_time: 1.3662874699, output_fired_time: 1.1832309961, propagate_forward_time: 50.3459625244, propagate_backward_time: 77.1458511353, weight_update_time: 0.1552062929, other_time: 3.1775283813
epoch time: 10.7100086212s, input_fired_time: 0.1722009927, output_fired_time: 0.0000000000, propagate_forward_time: 9.9807214737, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5570859909
validation[          , genome  7106] predictions:    9668/  10000 (96.68%), best:    9717/10000 (97.17%), error:      1132.40723, best error:       964.37170 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 133.5666503906s, input_fired_time: 1.3424128294, output_fired_time: 1.1914482117, propagate_forward_time: 50.4261360168, propagate_backward_time: 77.4714813232, weight_update_time: 0.1509685665, other_time: 3.1351776123
epoch time: 10.7841634750s, input_fired_time: 0.1746852696, output_fired_time: 0.0000000000, propagate_forward_time: 10.0565776825, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5529003143
validation[          , genome  7106] predictions:    9650/  10000 (96.50%), best:    9717/10000 (97.17%), error:      1227.31421, best error:       964.37170 on epoch:    27, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 133.0684967041s, input_fired_time: 1.3434438705, output_fired_time: 1.1784603596, propagate_forward_time: 50.3070869446, propagate_backward_time: 77.1299972534, weight_update_time: 0.1511922479, other_time: 3.1095046997
epoch time: 10.5760650635s, input_fired_time: 0.1705173999, output_fired_time: 0.0000000000, propagate_forward_time: 9.8658962250, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5396518707
validation[          , genome  7106] predictions:    9683/  10000 (96.83%), best:    9717/10000 (97.17%), error:      1078.11816, best error:       964.37170 on epoch:    27, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 132.3087158203s, input_fired_time: 1.3502377272, output_fired_time: 1.1693124771, propagate_forward_time: 49.9872817993, propagate_backward_time: 76.6580047607, weight_update_time: 0.1521489918, other_time: 3.1438827515
epoch time: 10.7384614944s, input_fired_time: 0.1731896102, output_fired_time: 0.0000000000, propagate_forward_time: 10.0135383606, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5517339706
validation[          , genome  7106] predictions:    9721/  10000 (97.21%), best:    9717/10000 (97.17%), error:       964.58307, best error:       964.37170 on epoch:    27, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 134.5779571533s, input_fired_time: 1.3541970253, output_fired_time: 1.2131279707, propagate_forward_time: 50.8913002014, propagate_backward_time: 77.9522399902, weight_update_time: 0.1564528942, other_time: 3.1670837402
epoch time: 10.7124195099s, input_fired_time: 0.1713030785, output_fired_time: 0.0000000000, propagate_forward_time: 9.9971380234, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5439786911
validation[          , genome  7106] predictions:    9697/  10000 (96.97%), best:    9717/10000 (97.17%), error:      1004.24872, best error:       964.37170 on epoch:    27, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 132.5114593506s, input_fired_time: 1.3519353867, output_fired_time: 1.1779501438, propagate_forward_time: 50.1310653687, propagate_backward_time: 76.6951828003, weight_update_time: 0.1532751918, other_time: 3.1553344727
epoch time: 10.7936763763s, input_fired_time: 0.1726274788, output_fired_time: 0.0000000000, propagate_forward_time: 10.0615196228, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5595293045
validation[          , genome  7106] predictions:    9702/  10000 (97.02%), best:    9717/10000 (97.17%), error:      1084.11719, best error:       964.37170 on epoch:    27, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 133.9896392822s, input_fired_time: 1.3491200209, output_fired_time: 1.1823338270, propagate_forward_time: 50.7022552490, propagate_backward_time: 77.6541137695, weight_update_time: 0.1525868773, other_time: 3.1018218994
epoch time: 10.8310632706s, input_fired_time: 0.1706290990, output_fired_time: 0.0000000000, propagate_forward_time: 10.1151294708, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5453042984
validation[          , genome  7106] predictions:    9700/  10000 (97.00%), best:    9717/10000 (97.17%), error:      1004.65674, best error:       964.37170 on epoch:    27, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 133.2851257324s, input_fired_time: 1.3458154202, output_fired_time: 1.1942433119, propagate_forward_time: 50.4339370728, propagate_backward_time: 77.1940078735, weight_update_time: 0.1519877315, other_time: 3.1171264648
epoch time: 10.7426881790s, input_fired_time: 0.1705042571, output_fired_time: 0.0000000000, propagate_forward_time: 10.0312919617, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5408916473
validation[          , genome  7106] predictions:    9718/  10000 (97.18%), best:    9717/10000 (97.17%), error:       984.21375, best error:       964.37170 on epoch:    27, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 135.0404815674s, input_fired_time: 1.3742859364, output_fired_time: 1.2011561394, propagate_forward_time: 51.1068534851, propagate_backward_time: 78.1988220215, weight_update_time: 0.1552059501, other_time: 3.1593627930
epoch time: 10.8046627045s, input_fired_time: 0.1714495122, output_fired_time: 0.0000000000, propagate_forward_time: 10.0832271576, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5499858856
validation[          , genome  7106] predictions:    9654/  10000 (96.54%), best:    9717/10000 (97.17%), error:      1137.35669, best error:       964.37170 on epoch:    27, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 132.7803649902s, input_fired_time: 1.3521600962, output_fired_time: 1.1949670315, propagate_forward_time: 50.2122230530, propagate_backward_time: 76.9020767212, weight_update_time: 0.1531862468, other_time: 3.1189498901
epoch time: 10.7483472824s, input_fired_time: 0.1762672067, output_fired_time: 0.0000000000, propagate_forward_time: 10.0186471939, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5534324646
validation[          , genome  7106] predictions:    9677/  10000 (96.77%), best:    9717/10000 (97.17%), error:      1115.36694, best error:       964.37170 on epoch:    27, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 132.3939819336s, input_fired_time: 1.3528560400, output_fired_time: 1.1706420183, propagate_forward_time: 50.0407524109, propagate_backward_time: 76.6740798950, weight_update_time: 0.1526847184, other_time: 3.1556472778
epoch time: 10.8409748077s, input_fired_time: 0.1763960570, output_fired_time: 0.0000000000, propagate_forward_time: 10.1102981567, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5542802811
validation[          , genome  7106] predictions:    9569/  10000 (95.69%), best:    9717/10000 (97.17%), error:      1408.20081, best error:       964.37170 on epoch:    27, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 133.1652679443s, input_fired_time: 1.3847193718, output_fired_time: 1.1967101097, propagate_forward_time: 50.3127555847, propagate_backward_time: 77.1404342651, weight_update_time: 0.1523048580, other_time: 3.1306381226
epoch time: 10.9704008102s, input_fired_time: 0.1807356030, output_fired_time: 0.0000000000, propagate_forward_time: 10.2280178070, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5616474152
validation[          , genome  7106] predictions:    9716/  10000 (97.16%), best:    9716/10000 (97.16%), error:       951.49988, best error:       951.49988 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 134.9951934814s, input_fired_time: 1.3667514324, output_fired_time: 1.2129219770, propagate_forward_time: 50.9121627808, propagate_backward_time: 78.3096084595, weight_update_time: 0.1556463689, other_time: 3.1937561035
epoch time: 10.7164249420s, input_fired_time: 0.1691975147, output_fired_time: 0.0000000000, propagate_forward_time: 10.0025978088, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5446300507
validation[          , genome  7106] predictions:    9722/  10000 (97.22%), best:    9722/10000 (97.22%), error:       900.82874, best error:       900.82874 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 133.8411712646s, input_fired_time: 1.3336516619, output_fired_time: 1.1976468563, propagate_forward_time: 50.6412086487, propagate_backward_time: 77.5879364014, weight_update_time: 0.1507384479, other_time: 3.0807342529
epoch time: 10.6906328201s, input_fired_time: 0.1757493019, output_fired_time: 0.0000000000, propagate_forward_time: 9.9571933746, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5576896667
validation[          , genome  7106] predictions:    9697/  10000 (96.97%), best:    9722/10000 (97.22%), error:      1027.93860, best error:       900.82874 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 133.2239074707s, input_fired_time: 1.3452198505, output_fired_time: 1.2057237625, propagate_forward_time: 50.4050407410, propagate_backward_time: 77.1259002686, weight_update_time: 0.1517455429, other_time: 3.1420288086
epoch time: 10.8249073029s, input_fired_time: 0.1794829965, output_fired_time: 0.0000000000, propagate_forward_time: 10.0935564041, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5518674850
validation[          , genome  7106] predictions:    9705/  10000 (97.05%), best:    9722/10000 (97.22%), error:       956.75031, best error:       900.82874 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 132.6009979248s, input_fired_time: 1.3708692789, output_fired_time: 1.1778409481, propagate_forward_time: 50.0231742859, propagate_backward_time: 76.9352264404, weight_update_time: 0.1512756348, other_time: 3.0938873291
epoch time: 10.8716506958s, input_fired_time: 0.1746964902, output_fired_time: 0.0000000000, propagate_forward_time: 10.1389665604, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5579872131
validation[          , genome  7106] predictions:    9689/  10000 (96.89%), best:    9722/10000 (97.22%), error:       994.31250, best error:       900.82874 on epoch:    41, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 134.4893035889s, input_fired_time: 1.3541899920, output_fired_time: 1.1802743673, propagate_forward_time: 50.8353385925, propagate_backward_time: 77.9464874268, weight_update_time: 0.1532267034, other_time: 3.1730194092
epoch time: 10.8388834000s, input_fired_time: 0.1792555898, output_fired_time: 0.0000000000, propagate_forward_time: 10.1049213409, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5547065735
validation[          , genome  7106] predictions:    9686/  10000 (96.86%), best:    9722/10000 (97.22%), error:      1088.05835, best error:       900.82874 on epoch:    41, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 132.9284515381s, input_fired_time: 1.3416031599, output_fired_time: 1.1793012619, propagate_forward_time: 50.2339553833, propagate_backward_time: 77.0674209595, weight_update_time: 0.1508555412, other_time: 3.1061706543
epoch time: 10.5157308578s, input_fired_time: 0.1730919033, output_fired_time: 0.0000000000, propagate_forward_time: 9.7952032089, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5474357605
validation[          , genome  7106] predictions:    9701/  10000 (97.01%), best:    9722/10000 (97.22%), error:      1001.04303, best error:       900.82874 on epoch:    41, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 134.9909973145s, input_fired_time: 1.3896573782, output_fired_time: 1.1998718977, propagate_forward_time: 51.1740531921, propagate_backward_time: 78.0759429932, weight_update_time: 0.1520925015, other_time: 3.1514587402
epoch time: 10.7581110001s, input_fired_time: 0.1769032031, output_fired_time: 0.0000000000, propagate_forward_time: 10.0289287567, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5522794724
validation[          , genome  7106] predictions:    9732/  10000 (97.32%), best:    9722/10000 (97.22%), error:       919.16248, best error:       900.82874 on epoch:    41, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 134.3589782715s, input_fired_time: 1.3515470028, output_fired_time: 1.2041684389, propagate_forward_time: 50.7404060364, propagate_backward_time: 77.9548645020, weight_update_time: 0.1494741589, other_time: 3.1080017090
epoch time: 10.7177248001s, input_fired_time: 0.1739081889, output_fired_time: 0.0000000000, propagate_forward_time: 9.9915056229, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5523109436
validation[          , genome  7106] predictions:    9743/  10000 (97.43%), best:    9722/10000 (97.22%), error:       903.35785, best error:       900.82874 on epoch:    41, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 134.9100952148s, input_fired_time: 1.3681648970, output_fired_time: 1.2164222002, propagate_forward_time: 51.0976219177, propagate_backward_time: 78.1394195557, weight_update_time: 0.1507691443, other_time: 3.0884704590
epoch time: 11.2085132599s, input_fired_time: 0.1772968918, output_fired_time: 0.0000000000, propagate_forward_time: 10.4676809311, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5635356903
validation[          , genome  7106] predictions:    9613/  10000 (96.13%), best:    9722/10000 (97.22%), error:      1298.02930, best error:       900.82874 on epoch:    41, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 132.1504364014s, input_fired_time: 1.3593046665, output_fired_time: 1.1726292372, propagate_forward_time: 49.9235610962, propagate_backward_time: 76.5368499756, weight_update_time: 0.1534092724, other_time: 3.1581039429
epoch time: 10.8215208054s, input_fired_time: 0.1715451777, output_fired_time: 0.0000000000, propagate_forward_time: 10.0906085968, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5593671799
validation[          , genome  7106] predictions:    9701/  10000 (97.01%), best:    9722/10000 (97.22%), error:       980.31561, best error:       900.82874 on epoch:    41, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 133.7752990723s, input_fired_time: 1.3485492468, output_fired_time: 1.1872385740, propagate_forward_time: 50.6376609802, propagate_backward_time: 77.4949645996, weight_update_time: 0.1505951285, other_time: 3.1068725586
epoch time: 10.7673482895s, input_fired_time: 0.1771530509, output_fired_time: 0.0000000000, propagate_forward_time: 10.0394878387, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5507078171
validation[          , genome  7106] predictions:    9685/  10000 (96.85%), best:    9722/10000 (97.22%), error:      1047.60034, best error:       900.82874 on epoch:    41, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 133.8103942871s, input_fired_time: 1.3480274677, output_fired_time: 1.1770550013, propagate_forward_time: 50.6534996033, propagate_backward_time: 77.5891723633, weight_update_time: 0.1487193704, other_time: 3.0426483154
epoch time: 10.9145517349s, input_fired_time: 0.1817706227, output_fired_time: 0.0000000000, propagate_forward_time: 10.1850776672, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5477037430
validation[          , genome  7106] predictions:    9504/  10000 (95.04%), best:    9722/10000 (97.22%), error:      1660.49756, best error:       900.82874 on epoch:    41, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 132.9956665039s, input_fired_time: 1.3686109781, output_fired_time: 1.1761486530, propagate_forward_time: 50.2801284790, propagate_backward_time: 77.0190048218, weight_update_time: 0.1546380967, other_time: 3.1517791748
epoch time: 11.1584148407s, input_fired_time: 0.1781176031, output_fired_time: 0.0000000000, propagate_forward_time: 10.4217672348, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5585298538
validation[          , genome  7106] predictions:    9746/  10000 (97.46%), best:    9722/10000 (97.22%), error:       921.48071, best error:       900.82874 on epoch:    41, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 133.0988616943s, input_fired_time: 1.3526362181, output_fired_time: 1.1796406507, propagate_forward_time: 50.2862167358, propagate_backward_time: 77.1301116943, weight_update_time: 0.1507745385, other_time: 3.1502609253
epoch time: 11.0225524902s, input_fired_time: 0.1810417324, output_fired_time: 0.0000000000, propagate_forward_time: 10.2907304764, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5507802963
validation[          , genome  7106] predictions:    9698/  10000 (96.98%), best:    9722/10000 (97.22%), error:      1028.06238, best error:       900.82874 on epoch:    41, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 133.4274597168s, input_fired_time: 1.3754887581, output_fired_time: 1.1950283051, propagate_forward_time: 50.4352607727, propagate_backward_time: 77.3421020508, weight_update_time: 0.1504449993, other_time: 3.0795898438
epoch time: 10.8069658279s, input_fired_time: 0.1726311892, output_fired_time: 0.0000000000, propagate_forward_time: 10.0922088623, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5421257019
validation[          , genome  7106] predictions:    9707/  10000 (97.07%), best:    9722/10000 (97.22%), error:      1021.08374, best error:       900.82874 on epoch:    41, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 133.8181762695s, input_fired_time: 1.3645659685, output_fired_time: 1.1950333118, propagate_forward_time: 50.6560096741, propagate_backward_time: 77.5193786621, weight_update_time: 0.1507057250, other_time: 3.0831909180
epoch time: 10.8592977524s, input_fired_time: 0.1780546904, output_fired_time: 0.0000000000, propagate_forward_time: 10.1198368073, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5614061356
validation[          , genome  7106] predictions:    9686/  10000 (96.86%), best:    9722/10000 (97.22%), error:      1051.34216, best error:       900.82874 on epoch:    41, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 132.7617187500s, input_fired_time: 1.3745561838, output_fired_time: 1.1770255566, propagate_forward_time: 50.1527709961, propagate_backward_time: 76.9283981323, weight_update_time: 0.1525700986, other_time: 3.1289596558
epoch time: 11.0042238235s, input_fired_time: 0.1736863106, output_fired_time: 0.0000000000, propagate_forward_time: 10.2616844177, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5688533783
validation[          , genome  7106] predictions:    9728/  10000 (97.28%), best:    9722/10000 (97.22%), error:       941.22369, best error:       900.82874 on epoch:    41, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 134.2662506104s, input_fired_time: 1.3892437220, output_fired_time: 1.1961197853, propagate_forward_time: 50.5967521667, propagate_backward_time: 77.9098510742, weight_update_time: 0.1510458291, other_time: 3.1742858887
epoch time: 10.8240814209s, input_fired_time: 0.1726527959, output_fired_time: 0.0000000000, propagate_forward_time: 10.1068201065, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5446081161
validation[          , genome  7106] predictions:    9556/  10000 (95.56%), best:    9722/10000 (97.22%), error:      1405.49390, best error:       900.82874 on epoch:    41, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 133.2502136230s, input_fired_time: 1.3584402800, output_fired_time: 1.1749122143, propagate_forward_time: 50.4515838623, propagate_backward_time: 77.1363906860, weight_update_time: 0.1523058861, other_time: 3.1288833618
epoch time: 10.8335638046s, input_fired_time: 0.1796953827, output_fired_time: 0.0000000000, propagate_forward_time: 10.0949192047, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5589494705
validation[          , genome  7106] predictions:    9719/  10000 (97.19%), best:    9722/10000 (97.22%), error:       945.21558, best error:       900.82874 on epoch:    41, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 133.4963531494s, input_fired_time: 1.3700675964, output_fired_time: 1.1836730242, propagate_forward_time: 50.5010528564, propagate_backward_time: 77.3060531616, weight_update_time: 0.1524390131, other_time: 3.1355056763
epoch time: 10.8210411072s, input_fired_time: 0.1743947864, output_fired_time: 0.0000000000, propagate_forward_time: 10.1011991501, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5454473495
validation[          , genome  7106] predictions:    9727/  10000 (97.27%), best:    9722/10000 (97.22%), error:       929.71564, best error:       900.82874 on epoch:    41, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 132.8919830322s, input_fired_time: 1.3507351875, output_fired_time: 1.1776760817, propagate_forward_time: 50.2204818726, propagate_backward_time: 77.0770187378, weight_update_time: 0.1494478434, other_time: 3.0660705566
epoch time: 10.8601217270s, input_fired_time: 0.1775640547, output_fired_time: 0.0000000000, propagate_forward_time: 10.1168804169, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5656776428
validation[          , genome  7106] predictions:    9668/  10000 (96.68%), best:    9722/10000 (97.22%), error:      1089.52454, best error:       900.82874 on epoch:    41, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 134.5834197998s, input_fired_time: 1.3921718597, output_fired_time: 1.2082219124, propagate_forward_time: 50.8763237000, propagate_backward_time: 77.9234542847, weight_update_time: 0.1573073268, other_time: 3.1832504272
epoch time: 10.9078960419s, input_fired_time: 0.1729579121, output_fired_time: 0.0000000000, propagate_forward_time: 10.1829051971, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5520324707
validation[          , genome  7106] predictions:    9744/  10000 (97.44%), best:    9722/10000 (97.22%), error:       924.22571, best error:       900.82874 on epoch:    41, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 134.8724670410s, input_fired_time: 1.3915438652, output_fired_time: 1.2014307976, propagate_forward_time: 50.9321327209, propagate_backward_time: 78.2210235596, weight_update_time: 0.1512430161, other_time: 3.1263427734
epoch time: 10.9443769455s, input_fired_time: 0.1738190651, output_fired_time: 0.0000000000, propagate_forward_time: 10.2248153687, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5457420349
validation[          , genome  7106] predictions:    9735/  10000 (97.35%), best:    9722/10000 (97.22%), error:       938.52362, best error:       900.82874 on epoch:    41, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 132.1605377197s, input_fired_time: 1.3610317707, output_fired_time: 1.1867481470, propagate_forward_time: 49.9240036011, propagate_backward_time: 76.5671768188, weight_update_time: 0.1565358043, other_time: 3.1215667725
epoch time: 10.6456174850s, input_fired_time: 0.1724824011, output_fired_time: 0.0000000000, propagate_forward_time: 9.9283342361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5448007584
validation[          , genome  7106] predictions:    9686/  10000 (96.86%), best:    9722/10000 (97.22%), error:      1040.90576, best error:       900.82874 on epoch:    41, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 133.7005462646s, input_fired_time: 1.3455597162, output_fired_time: 1.1868164539, propagate_forward_time: 50.5536079407, propagate_backward_time: 77.5172653198, weight_update_time: 0.1499495506, other_time: 3.0972976685
epoch time: 10.8090801239s, input_fired_time: 0.1730681807, output_fired_time: 0.0000000000, propagate_forward_time: 10.0799655914, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5560464859
validation[          , genome  7106] predictions:    9697/  10000 (96.97%), best:    9722/10000 (97.22%), error:      1049.47473, best error:       900.82874 on epoch:    41, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 134.6055908203s, input_fired_time: 1.3736989498, output_fired_time: 1.1822897196, propagate_forward_time: 50.8953018188, propagate_backward_time: 77.9783477783, weight_update_time: 0.1576535106, other_time: 3.1759414673
epoch time: 10.8470058441s, input_fired_time: 0.1815734208, output_fired_time: 0.0000000000, propagate_forward_time: 10.1082162857, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5572156906
validation[          , genome  7106] predictions:    9683/  10000 (96.83%), best:    9722/10000 (97.22%), error:      1074.72827, best error:       900.82874 on epoch:    41, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 134.3964996338s, input_fired_time: 1.3414210081, output_fired_time: 1.1831502914, propagate_forward_time: 50.8847122192, propagate_backward_time: 77.8705978394, weight_update_time: 0.1515365392, other_time: 3.1166229248
epoch time: 10.9291610718s, input_fired_time: 0.1727171838, output_fired_time: 0.0000000000, propagate_forward_time: 10.2135391235, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5429048538
validation[          , genome  7106] predictions:    9717/  10000 (97.17%), best:    9722/10000 (97.22%), error:       962.21594, best error:       900.82874 on epoch:    41, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 134.2810058594s, input_fired_time: 1.3634899855, output_fired_time: 1.2088873386, propagate_forward_time: 50.6883087158, propagate_backward_time: 77.9111022949, weight_update_time: 0.1505368948, other_time: 3.1092071533
epoch time: 11.0312643051s, input_fired_time: 0.1851040423, output_fired_time: 0.0000000000, propagate_forward_time: 10.2950935364, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5510663986
validation[          , genome  7106] predictions:    9720/  10000 (97.20%), best:    9722/10000 (97.22%), error:       958.14575, best error:       900.82874 on epoch:    41, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 132.8288269043s, input_fired_time: 1.3649749756, output_fired_time: 1.1792291403, propagate_forward_time: 50.1605033875, propagate_backward_time: 76.9790878296, weight_update_time: 0.1523440778, other_time: 3.1450271606
epoch time: 10.7047910690s, input_fired_time: 0.1778569072, output_fired_time: 0.0000000000, propagate_forward_time: 9.9788799286, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5480546951
validation[          , genome  7106] predictions:    9719/  10000 (97.19%), best:    9722/10000 (97.22%), error:      1004.49677, best error:       900.82874 on epoch:    41, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 133.0032196045s, input_fired_time: 1.3742475510, output_fired_time: 1.1863017082, propagate_forward_time: 50.1831817627, propagate_backward_time: 77.0658950806, weight_update_time: 0.1525054425, other_time: 3.1935958862
epoch time: 10.7441759109s, input_fired_time: 0.1783420146, output_fired_time: 0.0000000000, propagate_forward_time: 10.0119667053, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5538673401
validation[          , genome  7106] predictions:    9664/  10000 (96.64%), best:    9722/10000 (97.22%), error:      1157.94067, best error:       900.82874 on epoch:    41, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 132.3533172607s, input_fired_time: 1.3648031950, output_fired_time: 1.1721371412, propagate_forward_time: 49.9239387512, propagate_backward_time: 76.7497329712, weight_update_time: 0.1521415412, other_time: 3.1427078247
epoch time: 10.8519058228s, input_fired_time: 0.1804445684, output_fired_time: 0.0000000000, propagate_forward_time: 10.1123704910, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5590906143
validation[          , genome  7106] predictions:    9691/  10000 (96.91%), best:    9722/10000 (97.22%), error:      1049.55579, best error:       900.82874 on epoch:    41, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 132.2057189941s, input_fired_time: 1.3599569798, output_fired_time: 1.1724988222, propagate_forward_time: 49.9077072144, propagate_backward_time: 76.6277770996, weight_update_time: 0.1521054804, other_time: 3.1377792358
epoch time: 10.7990980148s, input_fired_time: 0.1816854924, output_fired_time: 0.0000000000, propagate_forward_time: 10.0755271912, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5418853760
validation[          , genome  7106] predictions:    9716/  10000 (97.16%), best:    9722/10000 (97.22%), error:       984.51593, best error:       900.82874 on epoch:    41, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 132.9857635498s, input_fired_time: 1.3558697701, output_fired_time: 1.1870750189, propagate_forward_time: 50.2040405273, propagate_backward_time: 77.1143798828, weight_update_time: 0.1520382762, other_time: 3.1244049072
epoch time: 10.9169540405s, input_fired_time: 0.1788287312, output_fired_time: 0.0000000000, propagate_forward_time: 10.1922025681, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5459222794
validation[          , genome  7106] predictions:    9728/  10000 (97.28%), best:    9722/10000 (97.22%), error:       942.80603, best error:       900.82874 on epoch:    41, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 133.9685363770s, input_fired_time: 1.3775776625, output_fired_time: 1.1912171841, propagate_forward_time: 50.6735267639, propagate_backward_time: 77.5671386719, weight_update_time: 0.1572371870, other_time: 3.1590728760
epoch time: 10.7320976257s, input_fired_time: 0.1761069596, output_fired_time: 0.0000000000, propagate_forward_time: 10.0091257095, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5468645096
validation[          , genome  7106] predictions:    9684/  10000 (96.84%), best:    9722/10000 (97.22%), error:      1137.13379, best error:       900.82874 on epoch:    41, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 133.6465911865s, input_fired_time: 1.3641529083, output_fired_time: 1.1922639608, propagate_forward_time: 50.5359611511, propagate_backward_time: 77.4536209106, weight_update_time: 0.1555466503, other_time: 3.1005935669
epoch time: 10.7699069977s, input_fired_time: 0.1732607782, output_fired_time: 0.0000000000, propagate_forward_time: 10.0384292603, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5582170486
validation[          , genome  7106] predictions:    9735/  10000 (97.35%), best:    9722/10000 (97.22%), error:       927.60004, best error:       900.82874 on epoch:    41, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 132.4340972900s, input_fired_time: 1.3710883856, output_fired_time: 1.1760611534, propagate_forward_time: 50.0089988708, propagate_backward_time: 76.7245178223, weight_update_time: 0.1608738899, other_time: 3.1534271240
epoch time: 10.7579784393s, input_fired_time: 0.1771100014, output_fired_time: 0.0000000000, propagate_forward_time: 10.0232553482, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5576133728
validation[          , genome  7106] predictions:    9733/  10000 (97.33%), best:    9722/10000 (97.22%), error:       944.38568, best error:       900.82874 on epoch:    41, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 133.5082550049s, input_fired_time: 1.3598700762, output_fired_time: 1.1911969185, propagate_forward_time: 50.4886093140, propagate_backward_time: 77.3496170044, weight_update_time: 0.1512925476, other_time: 3.1189727783
epoch time: 11.1331567764s, input_fired_time: 0.1864415109, output_fired_time: 0.0000000000, propagate_forward_time: 10.3812913895, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5654239655
validation[          , genome  7106] predictions:    9707/  10000 (97.07%), best:    9722/10000 (97.22%), error:      1017.37823, best error:       900.82874 on epoch:    41, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 133.6927337646s, input_fired_time: 1.3912044764, output_fired_time: 1.1992299557, propagate_forward_time: 50.4480590820, propagate_backward_time: 77.5084152222, weight_update_time: 0.1510234028, other_time: 3.1458206177
epoch time: 11.2719516754s, input_fired_time: 0.1858918816, output_fired_time: 0.0000000000, propagate_forward_time: 10.4911708832, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5948886871
validation[          , genome  7106] predictions:    9695/  10000 (96.95%), best:    9722/10000 (97.22%), error:      1040.32214, best error:       900.82874 on epoch:    41, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 133.0296630859s, input_fired_time: 1.3769409657, output_fired_time: 1.1779328585, propagate_forward_time: 50.2981262207, propagate_backward_time: 77.0404434204, weight_update_time: 0.1518970281, other_time: 3.1362228394
epoch time: 10.7678279877s, input_fired_time: 0.1786541939, output_fired_time: 0.0000000000, propagate_forward_time: 10.0478000641, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5413742065
validation[          , genome  7106] predictions:    9725/  10000 (97.25%), best:    9722/10000 (97.22%), error:       961.72058, best error:       900.82874 on epoch:    41, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 133.1931915283s, input_fired_time: 1.3648489714, output_fired_time: 1.1839745045, propagate_forward_time: 50.3504676819, propagate_backward_time: 77.1554641724, weight_update_time: 0.1542620808, other_time: 3.1384353638
epoch time: 11.0140266418s, input_fired_time: 0.1788661927, output_fired_time: 0.0000000000, propagate_forward_time: 10.2896900177, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5454702377
validation[          , genome  7106] predictions:    9714/  10000 (97.14%), best:    9722/10000 (97.22%), error:       970.19757, best error:       900.82874 on epoch:    41, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 133.0551605225s, input_fired_time: 1.3514592648, output_fired_time: 1.1836564541, propagate_forward_time: 50.3117027283, propagate_backward_time: 77.1123352051, weight_update_time: 0.1507085860, other_time: 3.0960083008
epoch time: 10.7449626923s, input_fired_time: 0.1755959094, output_fired_time: 0.0000000000, propagate_forward_time: 10.0265903473, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5427761078
validation[          , genome  7106] predictions:    9717/  10000 (97.17%), best:    9722/10000 (97.22%), error:       959.26837, best error:       900.82874 on epoch:    41, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 134.5392150879s, input_fired_time: 1.3669414520, output_fired_time: 1.1981242895, propagate_forward_time: 50.8888778687, propagate_backward_time: 78.0039978027, weight_update_time: 0.1519326568, other_time: 3.0812759399
epoch time: 11.0791816711s, input_fired_time: 0.1845902354, output_fired_time: 0.0000000000, propagate_forward_time: 10.3094892502, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5851020813
validation[          , genome  7106] predictions:    9728/  10000 (97.28%), best:    9722/10000 (97.22%), error:       927.26129, best error:       900.82874 on epoch:    41, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 134.2495422363s, input_fired_time: 1.3662693501, output_fired_time: 1.1886852980, propagate_forward_time: 50.7546272278, propagate_backward_time: 77.8188171387, weight_update_time: 0.1503453553, other_time: 3.1211395264
epoch time: 10.8409986496s, input_fired_time: 0.1773314923, output_fired_time: 0.0000000000, propagate_forward_time: 10.1033372879, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5603294373
validation[          , genome  7106] predictions:    9739/  10000 (97.39%), best:    9722/10000 (97.22%), error:       939.52228, best error:       900.82874 on epoch:    41, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 132.7578430176s, input_fired_time: 1.3861291409, output_fired_time: 1.1764383316, propagate_forward_time: 50.1268539429, propagate_backward_time: 76.8982925415, weight_update_time: 0.1524449736, other_time: 3.1701354980
epoch time: 10.7382936478s, input_fired_time: 0.1777015328, output_fired_time: 0.0000000000, propagate_forward_time: 10.0158500671, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5447416306
validation[          , genome  7106] predictions:    9746/  10000 (97.46%), best:    9746/10000 (97.46%), error:       898.89941, best error:       898.89941 on epoch:    84, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 132.7283020020s, input_fired_time: 1.3714644909, output_fired_time: 1.1939122677, propagate_forward_time: 50.1226692200, propagate_backward_time: 76.9092483521, weight_update_time: 0.1530742645, other_time: 3.1310195923
epoch time: 10.9144792557s, input_fired_time: 0.1748275012, output_fired_time: 0.0000000000, propagate_forward_time: 10.2006750107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5389766693
validation[          , genome  7106] predictions:    9689/  10000 (96.89%), best:    9746/10000 (97.46%), error:      1056.90308, best error:       898.89941 on epoch:    84, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 133.9467315674s, input_fired_time: 1.3820087910, output_fired_time: 1.1801321507, propagate_forward_time: 50.5956077576, propagate_backward_time: 77.6272811890, weight_update_time: 0.1530686915, other_time: 3.1617050171
epoch time: 11.1853141785s, input_fired_time: 0.1798103750, output_fired_time: 0.0000000000, propagate_forward_time: 10.4483966827, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5571069717
validation[          , genome  7106] predictions:    9726/  10000 (97.26%), best:    9746/10000 (97.46%), error:       922.67450, best error:       898.89941 on epoch:    84, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 132.5915527344s, input_fired_time: 1.3769882917, output_fired_time: 1.1773655415, propagate_forward_time: 50.0911064148, propagate_backward_time: 76.7926635742, weight_update_time: 0.1530396789, other_time: 3.1534271240
epoch time: 10.8613100052s, input_fired_time: 0.1794722825, output_fired_time: 0.0000000000, propagate_forward_time: 10.1272659302, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5545721054
validation[          , genome  7106] predictions:    9711/  10000 (97.11%), best:    9746/10000 (97.46%), error:       978.58490, best error:       898.89941 on epoch:    84, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 132.8571319580s, input_fired_time: 1.3886383772, output_fired_time: 1.1871588230, propagate_forward_time: 50.1343688965, propagate_backward_time: 76.9312438965, weight_update_time: 0.1520167291, other_time: 3.2157135010
epoch time: 10.7563066483s, input_fired_time: 0.1758349389, output_fired_time: 0.0000000000, propagate_forward_time: 10.0385999680, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5418720245
validation[          , genome  7106] predictions:    9701/  10000 (97.01%), best:    9746/10000 (97.46%), error:       974.02606, best error:       898.89941 on epoch:    84, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 133.1500549316s, input_fired_time: 1.3989306688, output_fired_time: 1.2025618553, propagate_forward_time: 50.3843498230, propagate_backward_time: 77.0695114136, weight_update_time: 0.1516587436, other_time: 3.0947036743
epoch time: 10.7677373886s, input_fired_time: 0.1773002297, output_fired_time: 0.0000000000, propagate_forward_time: 10.0400943756, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5503425598
validation[          , genome  7106] predictions:    9743/  10000 (97.43%), best:    9743/10000 (97.43%), error:       896.20422, best error:       896.20422 on epoch:    89, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 132.3745422363s, input_fired_time: 1.3722988367, output_fired_time: 1.1691741943, propagate_forward_time: 49.9392585754, propagate_backward_time: 76.7201080322, weight_update_time: 0.1628856808, other_time: 3.1737060547
epoch time: 10.8874425888s, input_fired_time: 0.1891153008, output_fired_time: 0.0000000000, propagate_forward_time: 10.1295061111, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5688209534
validation[          , genome  7106] predictions:    9734/  10000 (97.34%), best:    9743/10000 (97.43%), error:       905.59241, best error:       896.20422 on epoch:    89, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 134.2667236328s, input_fired_time: 1.4057588577, output_fired_time: 1.1939316988, propagate_forward_time: 50.7652282715, propagate_backward_time: 77.7120132446, weight_update_time: 0.1553575844, other_time: 3.1897811890
epoch time: 10.6972732544s, input_fired_time: 0.1786405891, output_fired_time: 0.0000000000, propagate_forward_time: 9.9516439438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5669889450
validation[          , genome  7106] predictions:    9722/  10000 (97.22%), best:    9743/10000 (97.43%), error:       952.30774, best error:       896.20422 on epoch:    89, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 132.2139434814s, input_fired_time: 1.3807488680, output_fired_time: 1.1749134064, propagate_forward_time: 49.9634361267, propagate_backward_time: 76.5439453125, weight_update_time: 0.1525543332, other_time: 3.1508941650
epoch time: 10.7521457672s, input_fired_time: 0.1823278964, output_fired_time: 0.0000000000, propagate_forward_time: 10.0229616165, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5468559265
validation[          , genome  7106] predictions:    9734/  10000 (97.34%), best:    9743/10000 (97.43%), error:       918.28363, best error:       896.20422 on epoch:    89, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 132.7426452637s, input_fired_time: 1.3896986246, output_fired_time: 1.1877515316, propagate_forward_time: 50.1794624329, propagate_backward_time: 76.8011245728, weight_update_time: 0.1538169980, other_time: 3.1846237183
epoch time: 10.8979263306s, input_fired_time: 0.1775480807, output_fired_time: 0.0000000000, propagate_forward_time: 10.1673803329, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5529975891
validation[          , genome  7106] predictions:    9729/  10000 (97.29%), best:    9743/10000 (97.43%), error:       922.01068, best error:       896.20422 on epoch:    89, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 133.0348968506s, input_fired_time: 1.3681043386, output_fired_time: 1.1716300249, propagate_forward_time: 50.2463722229, propagate_backward_time: 77.0929870605, weight_update_time: 0.1510093063, other_time: 3.1558074951
epoch time: 10.7303113937s, input_fired_time: 0.1794411838, output_fired_time: 0.0000000000, propagate_forward_time: 9.9997320175, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5511379242
validation[          , genome  7106] predictions:    9724/  10000 (97.24%), best:    9743/10000 (97.43%), error:       976.94885, best error:       896.20422 on epoch:    89, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 135.6493377686s, input_fired_time: 1.3991928101, output_fired_time: 1.1999546289, propagate_forward_time: 51.2554512024, propagate_backward_time: 78.5766983032, weight_update_time: 0.1581465006, other_time: 3.2180557251
epoch time: 11.0573730469s, input_fired_time: 0.1805669963, output_fired_time: 0.0000000000, propagate_forward_time: 10.3165378571, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5602684021
validation[          , genome  7106] predictions:    9691/  10000 (96.91%), best:    9743/10000 (97.43%), error:      1024.66077, best error:       896.20422 on epoch:    89, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 134.5616455078s, input_fired_time: 1.3686193228, output_fired_time: 1.1875244379, propagate_forward_time: 50.8937339783, propagate_backward_time: 78.0125579834, weight_update_time: 0.1495789587, other_time: 3.0991973877
epoch time: 10.9425821304s, input_fired_time: 0.1771976650, output_fired_time: 0.0000000000, propagate_forward_time: 10.2082777023, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5571069717
validation[          , genome  7106] predictions:    9735/  10000 (97.35%), best:    9743/10000 (97.43%), error:       936.63470, best error:       896.20422 on epoch:    89, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 133.2805938721s, input_fired_time: 1.3778691292, output_fired_time: 1.1802639961, propagate_forward_time: 50.4561233521, propagate_backward_time: 77.1627655029, weight_update_time: 0.1553895026, other_time: 3.1035690308
epoch time: 10.8112688065s, input_fired_time: 0.1753147095, output_fired_time: 0.0000000000, propagate_forward_time: 10.0857992172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5501546860
validation[          , genome  7106] predictions:    9734/  10000 (97.34%), best:    9743/10000 (97.43%), error:       912.39825, best error:       896.20422 on epoch:    89, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 132.9187469482s, input_fired_time: 1.3701292276, output_fired_time: 1.1812086105, propagate_forward_time: 50.2137451172, propagate_backward_time: 77.0209274292, weight_update_time: 0.1518099755, other_time: 3.1327285767
epoch time: 10.9714717865s, input_fired_time: 0.1769022942, output_fired_time: 0.0000000000, propagate_forward_time: 10.2416563034, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5529127121
validation[          , genome  7106] predictions:    9723/  10000 (97.23%), best:    9743/10000 (97.43%), error:       954.74573, best error:       896.20422 on epoch:    89, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 135.2468414307s, input_fired_time: 1.4002200365, output_fired_time: 1.2010434866, propagate_forward_time: 51.1917572021, propagate_backward_time: 78.3198928833, weight_update_time: 0.1506786048, other_time: 3.1339187622
epoch time: 10.8223686218s, input_fired_time: 0.1868084818, output_fired_time: 0.0000000000, propagate_forward_time: 10.0966835022, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5388765335
validation[          , genome  7106] predictions:    9714/  10000 (97.14%), best:    9743/10000 (97.43%), error:       940.67682, best error:       896.20422 on epoch:    89, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 134.0410308838s, input_fired_time: 1.3765276670, output_fired_time: 1.2096893787, propagate_forward_time: 50.6654396057, propagate_backward_time: 77.7043304443, weight_update_time: 0.1578008235, other_time: 3.0850524902
epoch time: 10.8365802765s, input_fired_time: 0.1767926812, output_fired_time: 0.0000000000, propagate_forward_time: 10.1199636459, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5398235321
validation[          , genome  7106] predictions:    9736/  10000 (97.36%), best:    9743/10000 (97.43%), error:       935.61407, best error:       896.20422 on epoch:    89, epoch:  100/100, mu: 0.9870989323, learning_rate: 0.0000740065, weight_decay: 0.0000029603

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 54.4142494202s, input_fired_time: 0.8960148692, output_fired_time: 0.0000000000, propagate_forward_time: 50.6755180359, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8427162170
best training[          , genome  7106] predictions:   49509/  50000 (99.02%), best:    9743/10000 (97.43%), error:      2002.30322, best error:       896.20422 on epoch:    89, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 10.6391448975s, input_fired_time: 0.1776885688, output_fired_time: 0.0000000000, propagate_forward_time: 9.9148616791, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5465946198
   testing[          , genome  7106] predictions:    9759/  10000 (97.59%), best:    9743/10000 (97.43%), error:       809.74078, best error:       896.20422 on epoch:    89, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
23:31:48 (4408): called boinc_finish(0)

</stderr_txt>
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