Nameexact_genome_1512568488_43_6925_0
Workunit2605951
Created7 Dec 2017, 22:50:36 UTC
Sent7 Dec 2017, 22:55:42 UTC
Report deadline20 Dec 2017, 5:01:48 UTC
Received8 Dec 2017, 3:53:08 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID53797
Run time3 hours 24 min 37 sec
CPU time3 hours 23 min 56 sec
Validate stateValid
Credit3,063.56
Device peak FLOPS3.64 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33

Stderr output

<core_client_version>7.2.42</core_client_version>
<![CDATA[
<stderr_txt>
66710

epoch time: 111.2026290894s, input_fired_time: 1.2014929056, output_fired_time: 0.7476720810, propagate_forward_time: 44.8155288696, propagate_backward_time: 62.2763481140, weight_update_time: 0.1086299792, other_time: 2.1615867615
epoch time: 9.4126443863s, input_fired_time: 0.1281523407, output_fired_time: 0.0000000000, propagate_forward_time: 8.9157371521, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3687553406
validation[          , genome  6925] predictions:    9689/  10000 (96.89%), best:    9737/10000 (97.37%), error:       993.72150, best error:       843.68274 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 112.1822662354s, input_fired_time: 1.2172248363, output_fired_time: 0.7556492090, propagate_forward_time: 45.2450714111, propagate_backward_time: 62.7878227234, weight_update_time: 0.1095697209, other_time: 2.1765022278
epoch time: 9.4892854691s, input_fired_time: 0.1294056922, output_fired_time: 0.0000000000, propagate_forward_time: 8.9858722687, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3740072250
validation[          , genome  6925] predictions:    9703/  10000 (97.03%), best:    9737/10000 (97.37%), error:       994.34448, best error:       843.68274 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 111.2118911743s, input_fired_time: 1.2058532238, output_fired_time: 0.7470028996, propagate_forward_time: 44.8834266663, propagate_backward_time: 62.2465476990, weight_update_time: 0.1083789617, other_time: 2.1290626526
epoch time: 9.4659948349s, input_fired_time: 0.1286289692, output_fired_time: 0.0000000000, propagate_forward_time: 8.9649477005, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3724184036
validation[          , genome  6925] predictions:    9681/  10000 (96.81%), best:    9737/10000 (97.37%), error:      1037.51135, best error:       843.68274 on epoch:    12, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 111.4872970581s, input_fired_time: 1.2035051584, output_fired_time: 0.7464112043, propagate_forward_time: 44.9357757568, propagate_backward_time: 62.4381179810, weight_update_time: 0.1089987084, other_time: 2.1634826660
epoch time: 9.5574207306s, input_fired_time: 0.1293632239, output_fired_time: 0.0000000000, propagate_forward_time: 9.0547447205, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3733129501
validation[          , genome  6925] predictions:    9720/  10000 (97.20%), best:    9737/10000 (97.37%), error:       953.91742, best error:       843.68274 on epoch:    12, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 112.1015319824s, input_fired_time: 1.2242048979, output_fired_time: 0.7481375337, propagate_forward_time: 45.2204551697, propagate_backward_time: 62.7025451660, weight_update_time: 0.1097508669, other_time: 2.2061920166
epoch time: 9.4745683670s, input_fired_time: 0.1303949803, output_fired_time: 0.0000000000, propagate_forward_time: 8.9577531815, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3864202499
validation[          , genome  6925] predictions:    9734/  10000 (97.34%), best:    9737/10000 (97.37%), error:       890.52252, best error:       843.68274 on epoch:    12, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 111.2183227539s, input_fired_time: 1.2001980543, output_fired_time: 0.7458356619, propagate_forward_time: 44.8082733154, propagate_backward_time: 62.3092231750, weight_update_time: 0.1090273783, other_time: 2.1547966003
epoch time: 9.4252996445s, input_fired_time: 0.1298051178, output_fired_time: 0.0000000000, propagate_forward_time: 8.9241600037, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3713340759
validation[          , genome  6925] predictions:    9724/  10000 (97.24%), best:    9737/10000 (97.37%), error:       852.31982, best error:       843.68274 on epoch:    12, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 111.0684127808s, input_fired_time: 1.1997630596, output_fired_time: 0.7714852691, propagate_forward_time: 44.7613182068, propagate_backward_time: 62.1803016663, weight_update_time: 0.1091696098, other_time: 2.1555442810
epoch time: 9.4316902161s, input_fired_time: 0.1288719922, output_fired_time: 0.0000000000, propagate_forward_time: 8.9329414368, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3698768616
validation[          , genome  6925] predictions:    9755/  10000 (97.55%), best:    9755/10000 (97.55%), error:       798.20184, best error:       798.20184 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 111.4334716797s, input_fired_time: 1.2095676661, output_fired_time: 0.7490423322, propagate_forward_time: 44.8715248108, propagate_backward_time: 62.4428710938, weight_update_time: 0.1097534001, other_time: 2.1604766846
epoch time: 9.5809497833s, input_fired_time: 0.1343606859, output_fired_time: 0.0000000000, propagate_forward_time: 9.0643978119, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3821916580
validation[          , genome  6925] predictions:    9761/  10000 (97.61%), best:    9761/10000 (97.61%), error:       791.27631, best error:       791.27631 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 111.1997299194s, input_fired_time: 1.2074102163, output_fired_time: 0.7561182976, propagate_forward_time: 44.7267913818, propagate_backward_time: 62.3638534546, weight_update_time: 0.1088585258, other_time: 2.1455535889
epoch time: 9.5425710678s, input_fired_time: 0.1297251582, output_fired_time: 0.0000000000, propagate_forward_time: 9.0383081436, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3745374680
validation[          , genome  6925] predictions:    9747/  10000 (97.47%), best:    9761/10000 (97.61%), error:       805.24451, best error:       791.27631 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 112.4022827148s, input_fired_time: 1.2072724104, output_fired_time: 0.7481229305, propagate_forward_time: 45.3268356323, propagate_backward_time: 62.9097328186, weight_update_time: 0.1097825691, other_time: 2.2103157043
epoch time: 9.4057273865s, input_fired_time: 0.1399619728, output_fired_time: 0.0000000000, propagate_forward_time: 8.8966674805, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3690977097
validation[          , genome  6925] predictions:    9743/  10000 (97.43%), best:    9761/10000 (97.61%), error:       849.62604, best error:       791.27631 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 111.0649871826s, input_fired_time: 1.2078325748, output_fired_time: 0.7533714175, propagate_forward_time: 44.8617744446, propagate_backward_time: 62.0891914368, weight_update_time: 0.1092828363, other_time: 2.1528129578
epoch time: 9.4634637833s, input_fired_time: 0.1308277547, output_fired_time: 0.0000000000, propagate_forward_time: 8.9546766281, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3779592514
validation[          , genome  6925] predictions:    9743/  10000 (97.43%), best:    9761/10000 (97.61%), error:       849.17395, best error:       791.27631 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 111.4751358032s, input_fired_time: 1.2065558434, output_fired_time: 0.7483071685, propagate_forward_time: 44.8969955444, propagate_backward_time: 62.4485702515, weight_update_time: 0.1094806641, other_time: 2.1747055054
epoch time: 9.4625148773s, input_fired_time: 0.1298301667, output_fired_time: 0.0000000000, propagate_forward_time: 8.9613399506, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3713445663
validation[          , genome  6925] predictions:    9724/  10000 (97.24%), best:    9761/10000 (97.61%), error:       909.01025, best error:       791.27631 on epoch:    21, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 112.0202255249s, input_fired_time: 1.2105838060, output_fired_time: 0.7516794801, propagate_forward_time: 45.0641288757, propagate_backward_time: 62.8069725037, weight_update_time: 0.1096853539, other_time: 2.1868629456
epoch time: 9.5251359940s, input_fired_time: 0.1338354051, output_fired_time: 0.0000000000, propagate_forward_time: 9.0091152191, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3821849823
validation[          , genome  6925] predictions:    9724/  10000 (97.24%), best:    9761/10000 (97.61%), error:       869.33783, best error:       791.27631 on epoch:    21, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 111.6690979004s, input_fired_time: 1.2162175179, output_fired_time: 0.7474992871, propagate_forward_time: 44.9833793640, propagate_backward_time: 62.5618400574, weight_update_time: 0.1087511331, other_time: 2.1601600647
epoch time: 9.4445753098s, input_fired_time: 0.1292689443, output_fired_time: 0.0000000000, propagate_forward_time: 8.9396057129, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3757009506
validation[          , genome  6925] predictions:    9738/  10000 (97.38%), best:    9761/10000 (97.61%), error:       870.40540, best error:       791.27631 on epoch:    21, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 112.0547180176s, input_fired_time: 1.2650287151, output_fired_time: 0.7465729713, propagate_forward_time: 45.1522064209, propagate_backward_time: 62.7340774536, weight_update_time: 0.1090712994, other_time: 2.1568298340
epoch time: 9.4666652679s, input_fired_time: 0.1301794648, output_fired_time: 0.0000000000, propagate_forward_time: 8.9645328522, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3719530106
validation[          , genome  6925] predictions:    9760/  10000 (97.60%), best:    9761/10000 (97.61%), error:       810.79218, best error:       791.27631 on epoch:    21, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 111.4188690186s, input_fired_time: 1.2083270550, output_fired_time: 0.7462986708, propagate_forward_time: 44.9034805298, propagate_backward_time: 62.4020805359, weight_update_time: 0.1090594977, other_time: 2.1586799622
epoch time: 9.4243946075s, input_fired_time: 0.1307975799, output_fired_time: 0.0000000000, propagate_forward_time: 8.9168853760, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3767118454
validation[          , genome  6925] predictions:    9767/  10000 (97.67%), best:    9761/10000 (97.61%), error:       806.04333, best error:       791.27631 on epoch:    21, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 111.2326736450s, input_fired_time: 1.2135056257, output_fired_time: 0.7524585128, propagate_forward_time: 44.8981628418, propagate_backward_time: 62.2441177368, weight_update_time: 0.1087559015, other_time: 2.1244277954
epoch time: 9.6152114868s, input_fired_time: 0.1296542138, output_fired_time: 0.0000000000, propagate_forward_time: 9.1019754410, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3835821152
validation[          , genome  6925] predictions:    9712/  10000 (97.12%), best:    9761/10000 (97.61%), error:       940.54956, best error:       791.27631 on epoch:    21, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 110.8291015625s, input_fired_time: 1.2016235590, output_fired_time: 0.7451139092, propagate_forward_time: 44.6208076477, propagate_backward_time: 62.1190109253, weight_update_time: 0.1083778664, other_time: 2.1425399780
epoch time: 9.5199804306s, input_fired_time: 0.1299783140, output_fired_time: 0.0000000000, propagate_forward_time: 9.0138559341, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3761463165
validation[          , genome  6925] predictions:    9721/  10000 (97.21%), best:    9761/10000 (97.61%), error:       870.76080, best error:       791.27631 on epoch:    21, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 111.3552856445s, input_fired_time: 1.2173625231, output_fired_time: 0.7604025006, propagate_forward_time: 44.8902397156, propagate_backward_time: 62.3484420776, weight_update_time: 0.1083191708, other_time: 2.1388473511
epoch time: 9.3936634064s, input_fired_time: 0.1298956871, output_fired_time: 0.0000000000, propagate_forward_time: 8.8961820602, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3675851822
validation[          , genome  6925] predictions:    9767/  10000 (97.67%), best:    9767/10000 (97.67%), error:       762.21545, best error:       762.21545 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 110.5512924194s, input_fired_time: 1.2006242275, output_fired_time: 0.7415810823, propagate_forward_time: 44.5266914368, propagate_backward_time: 61.9540481567, weight_update_time: 0.1082973257, other_time: 2.1283493042
epoch time: 9.3837137222s, input_fired_time: 0.1296332777, output_fired_time: 0.0000000000, propagate_forward_time: 8.8872442245, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3668365479
validation[          , genome  6925] predictions:    9764/  10000 (97.64%), best:    9764/10000 (97.64%), error:       754.02936, best error:       754.02936 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 110.5059127808s, input_fired_time: 1.2068666220, output_fired_time: 0.7386421561, propagate_forward_time: 44.5828628540, propagate_backward_time: 61.8383903503, weight_update_time: 0.1079146490, other_time: 2.1391563416
epoch time: 9.3759517670s, input_fired_time: 0.1288027167, output_fired_time: 0.0000000000, propagate_forward_time: 8.8795623779, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3675870895
validation[          , genome  6925] predictions:    9733/  10000 (97.33%), best:    9764/10000 (97.64%), error:       857.80127, best error:       754.02936 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 111.2790298462s, input_fired_time: 1.2073773146, output_fired_time: 0.7462171912, propagate_forward_time: 44.7797622681, propagate_backward_time: 62.3837699890, weight_update_time: 0.1083819270, other_time: 2.1619071960
epoch time: 9.4891099930s, input_fired_time: 0.1313907802, output_fired_time: 0.0000000000, propagate_forward_time: 8.9832887650, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3744306564
validation[          , genome  6925] predictions:    9782/  10000 (97.82%), best:    9782/10000 (97.82%), error:       750.83093, best error:       750.83093 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 111.4996643066s, input_fired_time: 1.2157121897, output_fired_time: 0.7525623441, propagate_forward_time: 44.9145545959, propagate_backward_time: 62.4642486572, weight_update_time: 0.1082868949, other_time: 2.1525878906
epoch time: 9.4438638687s, input_fired_time: 0.1300076544, output_fired_time: 0.0000000000, propagate_forward_time: 8.9432983398, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3705577850
validation[          , genome  6925] predictions:    9763/  10000 (97.63%), best:    9782/10000 (97.82%), error:       795.65381, best error:       750.83093 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 111.7607879639s, input_fired_time: 1.2102009058, output_fired_time: 0.7608341575, propagate_forward_time: 45.0345611572, propagate_backward_time: 62.5658645630, weight_update_time: 0.1174318790, other_time: 2.1893310547
epoch time: 9.4686412811s, input_fired_time: 0.1333302408, output_fired_time: 0.0000000000, propagate_forward_time: 8.9668817520, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3684291840
validation[          , genome  6925] predictions:    9786/  10000 (97.86%), best:    9786/10000 (97.86%), error:       749.96136, best error:       749.96136 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 111.0024032593s, input_fired_time: 1.2085579634, output_fired_time: 0.7458651662, propagate_forward_time: 44.7397727966, propagate_backward_time: 62.1608428955, weight_update_time: 0.1086532027, other_time: 2.1473693848
epoch time: 9.4436826706s, input_fired_time: 0.1316883266, output_fired_time: 0.0000000000, propagate_forward_time: 8.9413280487, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3706665039
validation[          , genome  6925] predictions:    9730/  10000 (97.30%), best:    9786/10000 (97.86%), error:       871.08282, best error:       749.96136 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 111.0461654663s, input_fired_time: 1.2248296738, output_fired_time: 0.7446138263, propagate_forward_time: 44.7385444641, propagate_backward_time: 62.2000198364, weight_update_time: 0.1090000123, other_time: 2.1381607056
epoch time: 9.6617584229s, input_fired_time: 0.1353440434, output_fired_time: 0.0000000000, propagate_forward_time: 9.1403093338, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3861045837
validation[          , genome  6925] predictions:    9748/  10000 (97.48%), best:    9786/10000 (97.86%), error:       779.84259, best error:       749.96136 on epoch:    37, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 111.2693939209s, input_fired_time: 1.2143762112, output_fired_time: 0.7473802567, propagate_forward_time: 44.8489685059, propagate_backward_time: 62.2981758118, weight_update_time: 0.1096517965, other_time: 2.1604881287
epoch time: 9.4183311462s, input_fired_time: 0.1312802881, output_fired_time: 0.0000000000, propagate_forward_time: 8.9202117920, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3668394089
validation[          , genome  6925] predictions:    9763/  10000 (97.63%), best:    9786/10000 (97.86%), error:       777.41351, best error:       749.96136 on epoch:    37, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 111.3238449097s, input_fired_time: 1.2118700743, output_fired_time: 0.7534007430, propagate_forward_time: 44.8642158508, propagate_backward_time: 62.3388404846, weight_update_time: 0.1093310043, other_time: 2.1555137634
epoch time: 9.4863328934s, input_fired_time: 0.1321825385, output_fired_time: 0.0000000000, propagate_forward_time: 8.9840373993, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3701133728
validation[          , genome  6925] predictions:    9738/  10000 (97.38%), best:    9786/10000 (97.86%), error:       848.81598, best error:       749.96136 on epoch:    37, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 111.9136047363s, input_fired_time: 1.2249794006, output_fired_time: 0.7485226393, propagate_forward_time: 44.9945449829, propagate_backward_time: 62.7832565308, weight_update_time: 0.1101444513, other_time: 2.1623077393
epoch time: 9.4621534348s, input_fired_time: 0.1328657120, output_fired_time: 0.0000000000, propagate_forward_time: 8.9556007385, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3736867905
validation[          , genome  6925] predictions:    9772/  10000 (97.72%), best:    9772/10000 (97.72%), error:       730.98108, best error:       730.98108 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 112.3045501709s, input_fired_time: 1.2260576487, output_fired_time: 0.7520760894, propagate_forward_time: 45.1982574463, propagate_backward_time: 62.9524078369, weight_update_time: 0.1107347980, other_time: 2.1757507324
epoch time: 9.5001087189s, input_fired_time: 0.1315167099, output_fired_time: 0.0000000000, propagate_forward_time: 9.0014705658, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3671216965
validation[          , genome  6925] predictions:    9747/  10000 (97.47%), best:    9772/10000 (97.72%), error:       816.53046, best error:       730.98108 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 111.6263656616s, input_fired_time: 1.2186131477, output_fired_time: 0.7489772439, propagate_forward_time: 44.9684448242, propagate_backward_time: 62.5249404907, weight_update_time: 0.1095056534, other_time: 2.1653900146
epoch time: 9.4330720901s, input_fired_time: 0.1320705861, output_fired_time: 0.0000000000, propagate_forward_time: 8.9288587570, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3721427917
validation[          , genome  6925] predictions:    9755/  10000 (97.55%), best:    9772/10000 (97.72%), error:       821.70087, best error:       730.98108 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 111.6642913818s, input_fired_time: 1.2231074572, output_fired_time: 0.7495779991, propagate_forward_time: 44.9383125305, propagate_backward_time: 62.5651206970, weight_update_time: 0.1095075235, other_time: 2.1881752014
epoch time: 9.5801115036s, input_fired_time: 0.1364769042, output_fired_time: 0.0000000000, propagate_forward_time: 9.0739612579, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3696737289
validation[          , genome  6925] predictions:    9769/  10000 (97.69%), best:    9772/10000 (97.72%), error:       784.07214, best error:       730.98108 on epoch:    42, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 110.7684707642s, input_fired_time: 1.2061051130, output_fired_time: 0.7414119840, propagate_forward_time: 44.7614402771, propagate_backward_time: 61.9228172302, weight_update_time: 0.1081634536, other_time: 2.1366920471
epoch time: 9.3899602890s, input_fired_time: 0.1320739537, output_fired_time: 0.0000000000, propagate_forward_time: 8.8875465393, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3703393936
validation[          , genome  6925] predictions:    9792/  10000 (97.92%), best:    9792/10000 (97.92%), error:       702.77344, best error:       702.77344 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 111.2336578369s, input_fired_time: 1.2114803791, output_fired_time: 0.7447183132, propagate_forward_time: 44.7724342346, propagate_backward_time: 62.3481483459, weight_update_time: 0.1085980684, other_time: 2.1568717957
epoch time: 9.4336900711s, input_fired_time: 0.1328573972, output_fired_time: 0.0000000000, propagate_forward_time: 8.9233884811, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3774442673
validation[          , genome  6925] predictions:    9769/  10000 (97.69%), best:    9792/10000 (97.92%), error:       767.02631, best error:       702.77344 on epoch:    46, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 112.1632003784s, input_fired_time: 1.2419968843, output_fired_time: 0.7475156784, propagate_forward_time: 45.1889457703, propagate_backward_time: 62.8412208557, weight_update_time: 0.1097143888, other_time: 2.1435203552
epoch time: 9.4019680023s, input_fired_time: 0.1327822655, output_fired_time: 0.0000000000, propagate_forward_time: 8.9015197754, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3676662445
validation[          , genome  6925] predictions:    9762/  10000 (97.62%), best:    9792/10000 (97.92%), error:       767.92987, best error:       702.77344 on epoch:    46, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 111.2804794312s, input_fired_time: 1.2247655392, output_fired_time: 0.7445018888, propagate_forward_time: 44.7946510315, propagate_backward_time: 62.3379516602, weight_update_time: 0.1091648415, other_time: 2.1786193848
epoch time: 9.5113086700s, input_fired_time: 0.1339603513, output_fired_time: 0.0000000000, propagate_forward_time: 8.9998311996, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3775167465
validation[          , genome  6925] predictions:    9775/  10000 (97.75%), best:    9792/10000 (97.92%), error:       785.07184, best error:       702.77344 on epoch:    46, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 111.7077941895s, input_fired_time: 1.2337325811, output_fired_time: 0.7535405159, propagate_forward_time: 45.0178146362, propagate_backward_time: 62.5331039429, weight_update_time: 0.1090673953, other_time: 2.1696014404
epoch time: 9.5654745102s, input_fired_time: 0.1387464255, output_fired_time: 0.0000000000, propagate_forward_time: 9.0414505005, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3852777481
validation[          , genome  6925] predictions:    9711/  10000 (97.11%), best:    9792/10000 (97.92%), error:       934.64026, best error:       702.77344 on epoch:    46, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 111.4434814453s, input_fired_time: 1.2565401793, output_fired_time: 0.7466688156, propagate_forward_time: 44.8669433594, propagate_backward_time: 62.3448677063, weight_update_time: 0.1092360467, other_time: 2.2284660339
epoch time: 9.4929580688s, input_fired_time: 0.1357583702, output_fired_time: 0.0000000000, propagate_forward_time: 8.9829444885, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3742551804
validation[          , genome  6925] predictions:    9764/  10000 (97.64%), best:    9792/10000 (97.92%), error:       738.12579, best error:       702.77344 on epoch:    46, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 112.1104507446s, input_fired_time: 1.2354332209, output_fired_time: 0.7591896057, propagate_forward_time: 45.1283073425, propagate_backward_time: 62.7669067383, weight_update_time: 0.1103122011, other_time: 2.2206115723
epoch time: 9.5636777878s, input_fired_time: 0.1334229857, output_fired_time: 0.0000000000, propagate_forward_time: 9.0544872284, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3757677078
validation[          , genome  6925] predictions:    9784/  10000 (97.84%), best:    9792/10000 (97.92%), error:       703.99542, best error:       702.77344 on epoch:    46, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 111.2801284790s, input_fired_time: 1.2239387035, output_fired_time: 0.7470421791, propagate_forward_time: 44.8079071045, propagate_backward_time: 62.3322296143, weight_update_time: 0.1084126756, other_time: 2.1690139771
epoch time: 9.4546089172s, input_fired_time: 0.1339558363, output_fired_time: 0.0000000000, propagate_forward_time: 8.9475173950, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3731355667
validation[          , genome  6925] predictions:    9788/  10000 (97.88%), best:    9792/10000 (97.92%), error:       708.02185, best error:       702.77344 on epoch:    46, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 111.2910156250s, input_fired_time: 1.2280853987, output_fired_time: 0.7482979894, propagate_forward_time: 44.8166542053, propagate_backward_time: 62.3373146057, weight_update_time: 0.1087037995, other_time: 2.1606559753
epoch time: 9.4213905334s, input_fired_time: 0.1312958300, output_fired_time: 0.0000000000, propagate_forward_time: 8.9215211868, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3685731888
validation[          , genome  6925] predictions:    9750/  10000 (97.50%), best:    9792/10000 (97.92%), error:       868.13104, best error:       702.77344 on epoch:    46, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 111.2296142578s, input_fired_time: 1.2125424147, output_fired_time: 0.7513439059, propagate_forward_time: 44.8932723999, propagate_backward_time: 62.2280960083, weight_update_time: 0.1083883643, other_time: 2.1443634033
epoch time: 9.5210351944s, input_fired_time: 0.1320620179, output_fired_time: 0.0000000000, propagate_forward_time: 9.0122337341, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3767395020
validation[          , genome  6925] predictions:    9777/  10000 (97.77%), best:    9792/10000 (97.92%), error:       745.11499, best error:       702.77344 on epoch:    46, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 111.7783813477s, input_fired_time: 1.2229827642, output_fired_time: 0.7475148439, propagate_forward_time: 44.9873085022, propagate_backward_time: 62.6497497559, weight_update_time: 0.1089434773, other_time: 2.1708221436
epoch time: 9.5404882431s, input_fired_time: 0.1378749162, output_fired_time: 0.0000000000, propagate_forward_time: 9.0181608200, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3844528198
validation[          , genome  6925] predictions:    9762/  10000 (97.62%), best:    9792/10000 (97.92%), error:       786.83032, best error:       702.77344 on epoch:    46, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 112.0319137573s, input_fired_time: 1.2314623594, output_fired_time: 0.7507506013, propagate_forward_time: 45.1133422852, propagate_backward_time: 62.6961555481, weight_update_time: 0.1105935425, other_time: 2.2402076721
epoch time: 9.5083351135s, input_fired_time: 0.1373284161, output_fired_time: 0.0000000000, propagate_forward_time: 8.9945201874, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3764867783
validation[          , genome  6925] predictions:    9788/  10000 (97.88%), best:    9792/10000 (97.92%), error:       735.91742, best error:       702.77344 on epoch:    46, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 111.4269638062s, input_fired_time: 1.2154306173, output_fired_time: 0.7465865016, propagate_forward_time: 44.9167175293, propagate_backward_time: 62.3895225525, weight_update_time: 0.1083979234, other_time: 2.1587028503
epoch time: 9.4318189621s, input_fired_time: 0.1309138238, output_fired_time: 0.0000000000, propagate_forward_time: 8.9367351532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3641700745
validation[          , genome  6925] predictions:    9799/  10000 (97.99%), best:    9799/10000 (97.99%), error:       702.71771, best error:       702.71771 on epoch:    58, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 110.7744827271s, input_fired_time: 1.2090055943, output_fired_time: 0.7439160347, propagate_forward_time: 44.6343154907, propagate_backward_time: 62.0525169373, weight_update_time: 0.1085856855, other_time: 2.1347236633
epoch time: 9.5781764984s, input_fired_time: 0.1393023878, output_fired_time: 0.0000000000, propagate_forward_time: 9.0545921326, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3842821121
validation[          , genome  6925] predictions:    9761/  10000 (97.61%), best:    9799/10000 (97.99%), error:       774.76685, best error:       702.71771 on epoch:    58, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 111.2982406616s, input_fired_time: 1.2231791019, output_fired_time: 0.7453423142, propagate_forward_time: 44.7529716492, propagate_backward_time: 62.4027633667, weight_update_time: 0.1087925434, other_time: 2.1739730835
epoch time: 9.4183568954s, input_fired_time: 0.1307824850, output_fired_time: 0.0000000000, propagate_forward_time: 8.9213218689, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3662528992
validation[          , genome  6925] predictions:    9726/  10000 (97.26%), best:    9799/10000 (97.99%), error:       857.48529, best error:       702.71771 on epoch:    58, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 111.6061477661s, input_fired_time: 1.2250561714, output_fired_time: 0.7490908504, propagate_forward_time: 44.9166183472, propagate_backward_time: 62.5525054932, weight_update_time: 0.1135369092, other_time: 2.1628723145
epoch time: 9.4630765915s, input_fired_time: 0.1363239437, output_fired_time: 0.0000000000, propagate_forward_time: 8.9523563385, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3743963242
validation[          , genome  6925] predictions:    9762/  10000 (97.62%), best:    9799/10000 (97.99%), error:       766.12585, best error:       702.71771 on epoch:    58, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 111.8025436401s, input_fired_time: 1.2210775614, output_fired_time: 0.7458540797, propagate_forward_time: 44.9849967957, propagate_backward_time: 62.6680603027, weight_update_time: 0.1187048107, other_time: 2.1825561523
epoch time: 9.4559173584s, input_fired_time: 0.1338696927, output_fired_time: 0.0000000000, propagate_forward_time: 8.9510850906, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3709621429
validation[          , genome  6925] predictions:    9776/  10000 (97.76%), best:    9799/10000 (97.99%), error:       739.99915, best error:       702.71771 on epoch:    58, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 111.6107635498s, input_fired_time: 1.2221832275, output_fired_time: 0.7470522523, propagate_forward_time: 44.9611473083, propagate_backward_time: 62.5094451904, weight_update_time: 0.1084459946, other_time: 2.1709289551
epoch time: 9.4766788483s, input_fired_time: 0.1366288811, output_fired_time: 0.0000000000, propagate_forward_time: 8.9654417038, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3746080399
validation[          , genome  6925] predictions:    9772/  10000 (97.72%), best:    9799/10000 (97.99%), error:       741.59973, best error:       702.71771 on epoch:    58, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 111.4996490479s, input_fired_time: 1.2172641754, output_fired_time: 0.7464709878, propagate_forward_time: 44.8705673218, propagate_backward_time: 62.5029869080, weight_update_time: 0.1093567535, other_time: 2.1623649597
epoch time: 9.4375381470s, input_fired_time: 0.1315391511, output_fired_time: 0.0000000000, propagate_forward_time: 8.9376440048, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3683547974
validation[          , genome  6925] predictions:    9714/  10000 (97.14%), best:    9799/10000 (97.99%), error:       916.49847, best error:       702.71771 on epoch:    58, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 110.5831832886s, input_fired_time: 1.2049597502, output_fired_time: 0.7426396608, propagate_forward_time: 44.5706939697, propagate_backward_time: 61.9407043457, weight_update_time: 0.1089761779, other_time: 2.1241912842
epoch time: 9.4186353683s, input_fired_time: 0.1353416294, output_fired_time: 0.0000000000, propagate_forward_time: 8.9125719070, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3707218170
validation[          , genome  6925] predictions:    9772/  10000 (97.72%), best:    9799/10000 (97.99%), error:       797.83020, best error:       702.71771 on epoch:    58, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 111.5255355835s, input_fired_time: 1.2331202030, output_fired_time: 0.7478597760, propagate_forward_time: 45.0164184570, propagate_backward_time: 62.3737754822, weight_update_time: 0.1090993881, other_time: 2.1543617249
epoch time: 9.3894071579s, input_fired_time: 0.1317604482, output_fired_time: 0.0000000000, propagate_forward_time: 8.8889179230, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3687286377
validation[          , genome  6925] predictions:    9732/  10000 (97.32%), best:    9799/10000 (97.99%), error:       850.08215, best error:       702.71771 on epoch:    58, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 111.5982894897s, input_fired_time: 1.2374440432, output_fired_time: 0.7553731203, propagate_forward_time: 44.9164009094, propagate_backward_time: 62.5118179321, weight_update_time: 0.1087237746, other_time: 2.1772537231
epoch time: 9.4978694916s, input_fired_time: 0.1344718337, output_fired_time: 0.0000000000, propagate_forward_time: 8.9883632660, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3750343323
validation[          , genome  6925] predictions:    9757/  10000 (97.57%), best:    9799/10000 (97.99%), error:       754.32599, best error:       702.71771 on epoch:    58, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 111.1846237183s, input_fired_time: 1.2272685766, output_fired_time: 0.7438234687, propagate_forward_time: 44.8044090271, propagate_backward_time: 62.2529373169, weight_update_time: 0.1091768295, other_time: 2.1561813354
epoch time: 9.4527883530s, input_fired_time: 0.1384076923, output_fired_time: 0.0000000000, propagate_forward_time: 8.9387655258, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3756151199
validation[          , genome  6925] predictions:    9780/  10000 (97.80%), best:    9799/10000 (97.99%), error:       750.71588, best error:       702.71771 on epoch:    58, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 111.4325408936s, input_fired_time: 1.2421981096, output_fired_time: 0.7475807667, propagate_forward_time: 44.9517326355, propagate_backward_time: 62.3472328186, weight_update_time: 0.1092308089, other_time: 2.1437950134
epoch time: 9.4463291168s, input_fired_time: 0.1352257878, output_fired_time: 0.0000000000, propagate_forward_time: 8.9401044846, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3709983826
validation[          , genome  6925] predictions:    9719/  10000 (97.19%), best:    9799/10000 (97.99%), error:       934.43512, best error:       702.71771 on epoch:    58, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 111.1592254639s, input_fired_time: 1.2321420908, output_fired_time: 0.7439485192, propagate_forward_time: 44.7407150269, propagate_backward_time: 62.2448348999, weight_update_time: 0.1093230546, other_time: 2.1975860596
epoch time: 9.4620485306s, input_fired_time: 0.1366833448, output_fired_time: 0.0000000000, propagate_forward_time: 8.9573831558, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3679819107
validation[          , genome  6925] predictions:    9708/  10000 (97.08%), best:    9799/10000 (97.99%), error:       905.10822, best error:       702.71771 on epoch:    58, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 111.6972351074s, input_fired_time: 1.2469706535, output_fired_time: 0.7500685453, propagate_forward_time: 45.0191879272, propagate_backward_time: 62.5016326904, weight_update_time: 0.1100190505, other_time: 2.1793746948
epoch time: 9.5076618195s, input_fired_time: 0.1382483542, output_fired_time: 0.0000000000, propagate_forward_time: 8.9901533127, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3792600632
validation[          , genome  6925] predictions:    9739/  10000 (97.39%), best:    9799/10000 (97.99%), error:       830.95813, best error:       702.71771 on epoch:    58, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 110.9251785278s, input_fired_time: 1.2169790268, output_fired_time: 0.7432403564, propagate_forward_time: 44.7295379639, propagate_backward_time: 62.0867004395, weight_update_time: 0.1087359264, other_time: 2.1487197876
epoch time: 9.4134435654s, input_fired_time: 0.1320029050, output_fired_time: 0.0000000000, propagate_forward_time: 8.9130573273, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3683834076
validation[          , genome  6925] predictions:    9764/  10000 (97.64%), best:    9799/10000 (97.99%), error:       761.41754, best error:       702.71771 on epoch:    58, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 110.8676528931s, input_fired_time: 1.2348066568, output_fired_time: 0.7448270917, propagate_forward_time: 44.6669006348, propagate_backward_time: 62.0872573853, weight_update_time: 0.1081371605, other_time: 2.1338577271
epoch time: 9.5052614212s, input_fired_time: 0.1344559640, output_fired_time: 0.0000000000, propagate_forward_time: 9.0056142807, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3651914597
validation[          , genome  6925] predictions:    9779/  10000 (97.79%), best:    9799/10000 (97.99%), error:       742.84766, best error:       702.71771 on epoch:    58, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 111.4517211914s, input_fired_time: 1.2543689013, output_fired_time: 0.7468619943, propagate_forward_time: 44.9499740601, propagate_backward_time: 62.3579330444, weight_update_time: 0.1085741147, other_time: 2.1425781250
epoch time: 9.4428129196s, input_fired_time: 0.1354216039, output_fired_time: 0.0000000000, propagate_forward_time: 8.9316444397, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3757467270
validation[          , genome  6925] predictions:    9759/  10000 (97.59%), best:    9799/10000 (97.99%), error:       853.70758, best error:       702.71771 on epoch:    58, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 110.8046112061s, input_fired_time: 1.2248644829, output_fired_time: 0.7434579134, propagate_forward_time: 44.6137886047, propagate_backward_time: 62.0970268250, weight_update_time: 0.1082516015, other_time: 2.1254768372
epoch time: 9.3981227875s, input_fired_time: 0.1331381798, output_fired_time: 0.0000000000, propagate_forward_time: 8.8977870941, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3671970367
validation[          , genome  6925] predictions:    9748/  10000 (97.48%), best:    9799/10000 (97.99%), error:       823.85773, best error:       702.71771 on epoch:    58, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 111.1170349121s, input_fired_time: 1.2309584618, output_fired_time: 0.7454530001, propagate_forward_time: 44.7533645630, propagate_backward_time: 62.2511253357, weight_update_time: 0.1083066389, other_time: 2.1361351013
epoch time: 9.4398479462s, input_fired_time: 0.1348003745, output_fired_time: 0.0000000000, propagate_forward_time: 8.9389953613, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3660526276
validation[          , genome  6925] predictions:    9780/  10000 (97.80%), best:    9799/10000 (97.99%), error:       716.24701, best error:       702.71771 on epoch:    58, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 110.9896774292s, input_fired_time: 1.2287371159, output_fired_time: 0.7446308732, propagate_forward_time: 44.7268905640, propagate_backward_time: 62.1245079041, weight_update_time: 0.1089274660, other_time: 2.1649131775
epoch time: 9.4158983231s, input_fired_time: 0.1309351474, output_fired_time: 0.0000000000, propagate_forward_time: 8.9225988388, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3623647690
validation[          , genome  6925] predictions:    9755/  10000 (97.55%), best:    9799/10000 (97.99%), error:       833.49652, best error:       702.71771 on epoch:    58, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 111.2102050781s, input_fired_time: 1.2340328693, output_fired_time: 0.7432088256, propagate_forward_time: 44.7721214294, propagate_backward_time: 62.3145065308, weight_update_time: 0.1088402569, other_time: 2.1463394165
epoch time: 9.3708019257s, input_fired_time: 0.1344087869, output_fired_time: 0.0000000000, propagate_forward_time: 8.8726930618, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3636999130
validation[          , genome  6925] predictions:    9775/  10000 (97.75%), best:    9799/10000 (97.99%), error:       792.56097, best error:       702.71771 on epoch:    58, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 111.1160430908s, input_fired_time: 1.2280119658, output_fired_time: 0.7458662987, propagate_forward_time: 44.7638893127, propagate_backward_time: 62.2262001038, weight_update_time: 0.1087838933, other_time: 2.1520805359
epoch time: 9.5279874802s, input_fired_time: 0.1564766020, output_fired_time: 0.0000000000, propagate_forward_time: 8.9767618179, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3947486877
validation[          , genome  6925] predictions:    9788/  10000 (97.88%), best:    9799/10000 (97.99%), error:       734.81720, best error:       702.71771 on epoch:    58, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 111.2494812012s, input_fired_time: 1.2550511360, output_fired_time: 0.7520886064, propagate_forward_time: 44.7792816162, propagate_backward_time: 62.2868614197, weight_update_time: 0.1088536456, other_time: 2.1761970520
epoch time: 9.4456930161s, input_fired_time: 0.1372202486, output_fired_time: 0.0000000000, propagate_forward_time: 8.9389429092, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3695297241
validation[          , genome  6925] predictions:    9775/  10000 (97.75%), best:    9799/10000 (97.99%), error:       777.55243, best error:       702.71771 on epoch:    58, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 111.8526229858s, input_fired_time: 1.2395979166, output_fired_time: 0.7675625682, propagate_forward_time: 44.9940490723, propagate_backward_time: 62.6894836426, weight_update_time: 0.1094496548, other_time: 2.1619262695
epoch time: 9.4765834808s, input_fired_time: 0.1387393773, output_fired_time: 0.0000000000, propagate_forward_time: 8.9655904770, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3722534180
validation[          , genome  6925] predictions:    9766/  10000 (97.66%), best:    9799/10000 (97.99%), error:       771.84625, best error:       702.71771 on epoch:    58, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 111.3584213257s, input_fired_time: 1.2367957830, output_fired_time: 0.7462924123, propagate_forward_time: 44.8545913696, propagate_backward_time: 62.3782157898, weight_update_time: 0.1083302125, other_time: 2.1425285339
epoch time: 9.5254297256s, input_fired_time: 0.1402624696, output_fired_time: 0.0000000000, propagate_forward_time: 9.0057592392, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3794078827
validation[          , genome  6925] predictions:    9793/  10000 (97.93%), best:    9793/10000 (97.93%), error:       699.70392, best error:       699.70392 on epoch:    82, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 111.8931732178s, input_fired_time: 1.2372200489, output_fired_time: 0.7456236482, propagate_forward_time: 45.0850181580, propagate_backward_time: 62.6578140259, weight_update_time: 0.1084924191, other_time: 2.1675033569
epoch time: 9.4384107590s, input_fired_time: 0.1393165588, output_fired_time: 0.0000000000, propagate_forward_time: 8.9267120361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3723821640
validation[          , genome  6925] predictions:    9778/  10000 (97.78%), best:    9793/10000 (97.93%), error:       815.06311, best error:       699.70392 on epoch:    82, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 111.2769775391s, input_fired_time: 1.2387452126, output_fired_time: 0.7435103655, propagate_forward_time: 44.8868217468, propagate_backward_time: 62.2658843994, weight_update_time: 0.1083006859, other_time: 2.1420135498
epoch time: 9.4029655457s, input_fired_time: 0.1340970993, output_fired_time: 0.0000000000, propagate_forward_time: 8.9010705948, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3677978516
validation[          , genome  6925] predictions:    9772/  10000 (97.72%), best:    9793/10000 (97.93%), error:       775.06470, best error:       699.70392 on epoch:    82, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 111.2595443726s, input_fired_time: 1.2257795334, output_fired_time: 0.7452336550, propagate_forward_time: 44.8398704529, propagate_backward_time: 62.3166542053, weight_update_time: 0.1080224961, other_time: 2.1320152283
epoch time: 9.5039663315s, input_fired_time: 0.1394689530, output_fired_time: 0.0000000000, propagate_forward_time: 8.9808092117, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3836879730
validation[          , genome  6925] predictions:    9752/  10000 (97.52%), best:    9793/10000 (97.93%), error:       847.23254, best error:       699.70392 on epoch:    82, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 111.8507614136s, input_fired_time: 1.2604101896, output_fired_time: 0.7467719913, propagate_forward_time: 45.0413246155, propagate_backward_time: 62.6216354370, weight_update_time: 0.1097962260, other_time: 2.1806259155
epoch time: 9.4653816223s, input_fired_time: 0.1359208971, output_fired_time: 0.0000000000, propagate_forward_time: 8.9612503052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3682107925
validation[          , genome  6925] predictions:    9741/  10000 (97.41%), best:    9793/10000 (97.93%), error:       876.34302, best error:       699.70392 on epoch:    82, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 112.2609939575s, input_fired_time: 1.2512954473, output_fired_time: 0.7551269531, propagate_forward_time: 45.1382560730, propagate_backward_time: 62.9266281128, weight_update_time: 0.1102646887, other_time: 2.1896896362
epoch time: 9.5475645065s, input_fired_time: 0.1662047505, output_fired_time: 0.0000000000, propagate_forward_time: 9.0003223419, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3810377121
validation[          , genome  6925] predictions:    9768/  10000 (97.68%), best:    9793/10000 (97.93%), error:       792.03217, best error:       699.70392 on epoch:    82, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 111.9477005005s, input_fired_time: 1.2438607216, output_fired_time: 0.7554190755, propagate_forward_time: 45.0326347351, propagate_backward_time: 62.7486877441, weight_update_time: 0.1097567305, other_time: 2.1670989990
epoch time: 9.4426422119s, input_fired_time: 0.1392788738, output_fired_time: 0.0000000000, propagate_forward_time: 8.9302253723, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3731384277
validation[          , genome  6925] predictions:    9754/  10000 (97.54%), best:    9793/10000 (97.93%), error:       812.05292, best error:       699.70392 on epoch:    82, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 111.2603836060s, input_fired_time: 1.2664297819, output_fired_time: 0.7440603375, propagate_forward_time: 44.7697372437, propagate_backward_time: 62.3306922913, weight_update_time: 0.1120625585, other_time: 2.1494712830
epoch time: 9.4510488510s, input_fired_time: 0.1369468868, output_fired_time: 0.0000000000, propagate_forward_time: 8.9442691803, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3698329926
validation[          , genome  6925] predictions:    9761/  10000 (97.61%), best:    9793/10000 (97.93%), error:       787.36041, best error:       699.70392 on epoch:    82, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 111.0458221436s, input_fired_time: 1.2348829508, output_fired_time: 0.7485042810, propagate_forward_time: 44.7333106995, propagate_backward_time: 62.1622657776, weight_update_time: 0.1086880863, other_time: 2.1668510437
epoch time: 9.4152383804s, input_fired_time: 0.1376757026, output_fired_time: 0.0000000000, propagate_forward_time: 8.9098625183, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3677005768
validation[          , genome  6925] predictions:    9775/  10000 (97.75%), best:    9793/10000 (97.93%), error:       746.76025, best error:       699.70392 on epoch:    82, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 112.3271408081s, input_fired_time: 1.2481303215, output_fired_time: 0.7445884943, propagate_forward_time: 45.1901397705, propagate_backward_time: 62.9956855774, weight_update_time: 0.1081525460, other_time: 2.1485939026
epoch time: 9.5386581421s, input_fired_time: 0.1411239207, output_fired_time: 0.0000000000, propagate_forward_time: 9.0172815323, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3802528381
validation[          , genome  6925] predictions:    9769/  10000 (97.69%), best:    9793/10000 (97.93%), error:       787.57001, best error:       699.70392 on epoch:    82, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 112.3033218384s, input_fired_time: 1.2401809692, output_fired_time: 0.7484025359, propagate_forward_time: 45.2141380310, propagate_backward_time: 62.9250679016, weight_update_time: 0.1084873602, other_time: 2.1755332947
epoch time: 9.3702154160s, input_fired_time: 0.1333071589, output_fired_time: 0.0000000000, propagate_forward_time: 8.8764400482, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3604679108
validation[          , genome  6925] predictions:    9782/  10000 (97.82%), best:    9793/10000 (97.93%), error:       749.48749, best error:       699.70392 on epoch:    82, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 111.5093917847s, input_fired_time: 1.2365070581, output_fired_time: 0.7494406104, propagate_forward_time: 44.9520378113, propagate_backward_time: 62.4283638000, weight_update_time: 0.1081628799, other_time: 2.1430473328
epoch time: 9.5311632156s, input_fired_time: 0.1368519068, output_fired_time: 0.0000000000, propagate_forward_time: 9.0328502655, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3614606857
validation[          , genome  6925] predictions:    9772/  10000 (97.72%), best:    9793/10000 (97.93%), error:       773.19952, best error:       699.70392 on epoch:    82, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 111.2607345581s, input_fired_time: 1.2425550222, output_fired_time: 0.7497432828, propagate_forward_time: 44.8235015869, propagate_backward_time: 62.2955055237, weight_update_time: 0.1087889001, other_time: 2.1494331360
epoch time: 9.5226097107s, input_fired_time: 0.1393222809, output_fired_time: 0.0000000000, propagate_forward_time: 9.0152616501, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3680257797
validation[          , genome  6925] predictions:    9757/  10000 (97.57%), best:    9793/10000 (97.93%), error:       826.99542, best error:       699.70392 on epoch:    82, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 111.2509155273s, input_fired_time: 1.2348397970, output_fired_time: 0.7438997030, propagate_forward_time: 44.7848129272, propagate_backward_time: 62.3421707153, weight_update_time: 0.1090352461, other_time: 2.1451950073
epoch time: 9.4111251831s, input_fired_time: 0.1398716271, output_fired_time: 0.0000000000, propagate_forward_time: 8.9038467407, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3674068451
validation[          , genome  6925] predictions:    9773/  10000 (97.73%), best:    9793/10000 (97.93%), error:       738.92297, best error:       699.70392 on epoch:    82, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 111.4191284180s, input_fired_time: 1.2422678471, output_fired_time: 0.7465754151, propagate_forward_time: 44.9248313904, propagate_backward_time: 62.3339157104, weight_update_time: 0.1089504957, other_time: 2.1715316772
epoch time: 9.3873348236s, input_fired_time: 0.1349374652, output_fired_time: 0.0000000000, propagate_forward_time: 8.8889789581, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3634185791
validation[          , genome  6925] predictions:    9694/  10000 (96.94%), best:    9793/10000 (97.93%), error:      1009.21399, best error:       699.70392 on epoch:    82, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 111.2922439575s, input_fired_time: 1.2419136763, output_fired_time: 0.7461058497, propagate_forward_time: 44.7710800171, propagate_backward_time: 62.3527679443, weight_update_time: 0.1089126319, other_time: 2.1803741455
epoch time: 9.4514846802s, input_fired_time: 0.1386916488, output_fired_time: 0.0000000000, propagate_forward_time: 8.9399576187, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3728351593
validation[          , genome  6925] predictions:    9774/  10000 (97.74%), best:    9793/10000 (97.93%), error:       762.34009, best error:       699.70392 on epoch:    82, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 111.2113647461s, input_fired_time: 1.2408388853, output_fired_time: 0.7427848577, propagate_forward_time: 44.8501853943, propagate_backward_time: 62.2346992493, weight_update_time: 0.1087641641, other_time: 2.1428642273
epoch time: 9.4124937057s, input_fired_time: 0.1414498389, output_fired_time: 0.0000000000, propagate_forward_time: 8.9071178436, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3639259338
validation[          , genome  6925] predictions:    9782/  10000 (97.82%), best:    9793/10000 (97.93%), error:       721.68726, best error:       699.70392 on epoch:    82, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 111.2066802979s, input_fired_time: 1.2672473192, output_fired_time: 0.7442182899, propagate_forward_time: 44.8323211670, propagate_backward_time: 62.2074394226, weight_update_time: 0.1089870706, other_time: 2.1554527283
epoch time: 9.4992485046s, input_fired_time: 0.1412017494, output_fired_time: 0.0000000000, propagate_forward_time: 8.9774875641, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3805589676
validation[          , genome  6925] predictions:    9738/  10000 (97.38%), best:    9793/10000 (97.93%), error:       851.24878, best error:       699.70392 on epoch:    82, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 111.5728302002s, input_fired_time: 1.2526061535, output_fired_time: 0.7570066452, propagate_forward_time: 44.9317665100, propagate_backward_time: 62.4742546082, weight_update_time: 0.1085787565, other_time: 2.1571998596
epoch time: 9.4053068161s, input_fired_time: 0.1350632906, output_fired_time: 0.0000000000, propagate_forward_time: 8.9045753479, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3656682968
validation[          , genome  6925] predictions:    9730/  10000 (97.30%), best:    9793/10000 (97.93%), error:       834.55035, best error:       699.70392 on epoch:    82, 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: 47.5647697449s, input_fired_time: 0.6969624162, output_fired_time: 0.0000000000, propagate_forward_time: 44.9367218018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9310836792
best training[          , genome  6925] predictions:   49806/  50000 (99.61%), best:    9793/10000 (97.93%), error:      1057.37927, best error:       699.70392 on epoch:    82, 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: 9.4289741516s, input_fired_time: 0.1337839067, output_fired_time: 0.0000000000, propagate_forward_time: 8.9229917526, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3721981049
   testing[          , genome  6925] predictions:    9787/  10000 (97.87%), best:    9793/10000 (97.93%), error:       692.60803, best error:       699.70392 on epoch:    82, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
02:52:58 (24312): called boinc_finish(0)

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