Nameexact_genome_1512568488_44_3540_1
Workunit2588988
Created7 Dec 2017, 5:17:42 UTC
Sent7 Dec 2017, 5:25:10 UTC
Report deadline11 Dec 2017, 3:08:38 UTC
Received7 Dec 2017, 7:26:32 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID49051
Run time2 hours 0 min 47 sec
CPU time2 hours 0 min 23 sec
Validate stateValid
Credit976.30
Device peak FLOPS1.56 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size151.37 MB
Peak swap size156.15 MB
Peak disk usage1.46 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.0824954957, output_fired_time: 0.0000000000, propagate_forward_time: 4.9631791115, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4364829063
validation[          , genome  3540] predictions:    9535/  10000 (95.35%), best:    9535/10000 (95.35%), error:      1630.62488, best error:      1630.62488 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 65.8535079956s, input_fired_time: 0.6571373940, output_fired_time: 0.6137742400, propagate_forward_time: 24.6412868500, propagate_backward_time: 37.5514755249, weight_update_time: 0.1144857556, other_time: 2.3898315430
epoch time: 5.3403563499s, input_fired_time: 0.0809354410, output_fired_time: 0.0000000000, propagate_forward_time: 4.8331613541, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4262595177
validation[          , genome  3540] predictions:    9525/  10000 (95.25%), best:    9535/10000 (95.35%), error:      1651.03540, best error:      1630.62488 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 66.0685348511s, input_fired_time: 0.6579129696, output_fired_time: 0.6147505641, propagate_forward_time: 24.8174209595, propagate_backward_time: 37.5965309143, weight_update_time: 0.1147473902, other_time: 2.3819160461
epoch time: 5.4227647781s, input_fired_time: 0.0820080936, output_fired_time: 0.0000000000, propagate_forward_time: 4.9084997177, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4322571754
validation[          , genome  3540] predictions:    9511/  10000 (95.11%), best:    9535/10000 (95.35%), error:      1705.50574, best error:      1630.62488 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 65.7112045288s, input_fired_time: 0.6577475071, output_fired_time: 0.6121197939, propagate_forward_time: 24.6214046478, propagate_backward_time: 37.4055938721, weight_update_time: 0.1147064716, other_time: 2.4143371582
epoch time: 5.4719743729s, input_fired_time: 0.0830192864, output_fired_time: 0.0000000000, propagate_forward_time: 4.9550743103, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4338808060
validation[          , genome  3540] predictions:    9507/  10000 (95.07%), best:    9535/10000 (95.35%), error:      1723.02856, best error:      1630.62488 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 65.4018096924s, input_fired_time: 0.6522089243, output_fired_time: 0.6083614230, propagate_forward_time: 24.4402599335, propagate_backward_time: 37.3278007507, weight_update_time: 0.1134930402, other_time: 2.3731803894
epoch time: 5.4998006821s, input_fired_time: 0.0838635713, output_fired_time: 0.0000000000, propagate_forward_time: 4.9823074341, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4336295128
validation[          , genome  3540] predictions:    9553/  10000 (95.53%), best:    9553/10000 (95.53%), error:      1540.49915, best error:      1540.49915 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 65.6627197266s, input_fired_time: 0.6576796770, output_fired_time: 0.6122246385, propagate_forward_time: 24.5882606506, propagate_backward_time: 37.4131927490, weight_update_time: 0.1148733646, other_time: 2.3913612366
epoch time: 5.3892331123s, input_fired_time: 0.0815861896, output_fired_time: 0.0000000000, propagate_forward_time: 4.8788204193, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4288263321
validation[          , genome  3540] predictions:    9504/  10000 (95.04%), best:    9553/10000 (95.53%), error:      1685.95154, best error:      1540.49915 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 65.5554962158s, input_fired_time: 0.6590856910, output_fired_time: 0.6136111617, propagate_forward_time: 24.5364036560, propagate_backward_time: 37.3181343079, weight_update_time: 0.1148482859, other_time: 2.4282608032
epoch time: 5.4705047607s, input_fired_time: 0.0828093439, output_fired_time: 0.0000000000, propagate_forward_time: 4.9621267319, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4255685806
validation[          , genome  3540] predictions:    9511/  10000 (95.11%), best:    9553/10000 (95.53%), error:      1646.82874, best error:      1540.49915 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 65.2000961304s, input_fired_time: 0.6537725329, output_fired_time: 0.6072441936, propagate_forward_time: 24.4731750488, propagate_backward_time: 37.0785102844, weight_update_time: 0.1137065068, other_time: 2.3873977661
epoch time: 5.2949991226s, input_fired_time: 0.0819829926, output_fired_time: 0.0000000000, propagate_forward_time: 4.7793064117, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4337096214
validation[          , genome  3540] predictions:    9516/  10000 (95.16%), best:    9553/10000 (95.53%), error:      1656.51648, best error:      1540.49915 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 65.8708114624s, input_fired_time: 0.6580580473, output_fired_time: 0.6162429452, propagate_forward_time: 24.7122707367, propagate_backward_time: 37.4769554138, weight_update_time: 0.1143582687, other_time: 2.4072837830
epoch time: 5.5164680481s, input_fired_time: 0.0832578987, output_fired_time: 0.0000000000, propagate_forward_time: 5.0022783279, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4309320450
validation[          , genome  3540] predictions:    9542/  10000 (95.42%), best:    9553/10000 (95.53%), error:      1594.77075, best error:      1540.49915 on epoch:    18, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 66.2087020874s, input_fired_time: 0.6645046473, output_fired_time: 0.6169275641, propagate_forward_time: 24.7953968048, propagate_backward_time: 37.6776733398, weight_update_time: 0.1166556478, other_time: 2.4542007446
epoch time: 5.4864449501s, input_fired_time: 0.0819410086, output_fired_time: 0.0000000000, propagate_forward_time: 4.9871821404, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4173216820
validation[          , genome  3540] predictions:    9514/  10000 (95.14%), best:    9553/10000 (95.53%), error:      1673.37122, best error:      1540.49915 on epoch:    18, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 66.0392303467s, input_fired_time: 0.6640017629, output_fired_time: 0.6158778071, propagate_forward_time: 24.6958065033, propagate_backward_time: 37.6375885010, weight_update_time: 0.1154227778, other_time: 2.4259567261
epoch time: 5.4776034355s, input_fired_time: 0.0842127353, output_fired_time: 0.0000000000, propagate_forward_time: 4.9601101875, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4332804680
validation[          , genome  3540] predictions:    9541/  10000 (95.41%), best:    9553/10000 (95.53%), error:      1572.93835, best error:      1540.49915 on epoch:    18, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 65.1108856201s, input_fired_time: 0.6590700746, output_fired_time: 0.6081820130, propagate_forward_time: 24.3809661865, propagate_backward_time: 37.0369873047, weight_update_time: 0.1142082959, other_time: 2.4256782532
epoch time: 5.5059280396s, input_fired_time: 0.0831810609, output_fired_time: 0.0000000000, propagate_forward_time: 4.9951276779, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4276194572
validation[          , genome  3540] predictions:    9526/  10000 (95.26%), best:    9553/10000 (95.53%), error:      1614.76538, best error:      1540.49915 on epoch:    18, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 65.5650787354s, input_fired_time: 0.6598961949, output_fired_time: 0.6129856706, propagate_forward_time: 24.5128974915, propagate_backward_time: 37.3704910278, weight_update_time: 0.1140520796, other_time: 2.4088096619
epoch time: 5.4546098709s, input_fired_time: 0.0834135264, output_fired_time: 0.0000000000, propagate_forward_time: 4.9401459694, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4310503006
validation[          , genome  3540] predictions:    9526/  10000 (95.26%), best:    9553/10000 (95.53%), error:      1655.44482, best error:      1540.49915 on epoch:    18, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 65.8830795288s, input_fired_time: 0.6603997350, output_fired_time: 0.6125473380, propagate_forward_time: 24.6902942657, propagate_backward_time: 37.5069580078, weight_update_time: 0.1155016124, other_time: 2.4128799438
epoch time: 5.4392290115s, input_fired_time: 0.0819742605, output_fired_time: 0.0000000000, propagate_forward_time: 4.9336094856, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4236454964
validation[          , genome  3540] predictions:    9557/  10000 (95.57%), best:    9553/10000 (95.53%), error:      1610.21521, best error:      1540.49915 on epoch:    18, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 65.5561599731s, input_fired_time: 0.6587401628, output_fired_time: 0.6084854603, propagate_forward_time: 24.5864562988, propagate_backward_time: 37.2979240417, weight_update_time: 0.1142006516, other_time: 2.4045600891
epoch time: 5.4606518745s, input_fired_time: 0.0820167884, output_fired_time: 0.0000000000, propagate_forward_time: 4.9571642876, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4214706421
validation[          , genome  3540] predictions:    9526/  10000 (95.26%), best:    9553/10000 (95.53%), error:      1630.50269, best error:      1540.49915 on epoch:    18, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 64.6900558472s, input_fired_time: 0.6526111960, output_fired_time: 0.6050955057, propagate_forward_time: 24.2373676300, propagate_backward_time: 36.8237609863, weight_update_time: 0.1130644977, other_time: 2.3712234497
epoch time: 5.4401712418s, input_fired_time: 0.0816087201, output_fired_time: 0.0000000000, propagate_forward_time: 4.9366922379, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4218702316
validation[          , genome  3540] predictions:    9538/  10000 (95.38%), best:    9553/10000 (95.53%), error:      1603.35400, best error:      1540.49915 on epoch:    18, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 66.0296401978s, input_fired_time: 0.6643347144, output_fired_time: 0.6160155535, propagate_forward_time: 24.7727947235, propagate_backward_time: 37.5563812256, weight_update_time: 0.1152286679, other_time: 2.4201126099
epoch time: 5.4799990654s, input_fired_time: 0.0854973421, output_fired_time: 0.0000000000, propagate_forward_time: 4.9531512260, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4413504601
validation[          , genome  3540] predictions:    9566/  10000 (95.66%), best:    9566/10000 (95.66%), error:      1452.20886, best error:      1452.20886 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 65.5181274414s, input_fired_time: 0.6614175439, output_fired_time: 0.6106860638, propagate_forward_time: 24.6174774170, propagate_backward_time: 37.2134361267, weight_update_time: 0.1147427708, other_time: 2.4151115417
epoch time: 5.2696123123s, input_fired_time: 0.0802954286, output_fired_time: 0.0000000000, propagate_forward_time: 4.7690525055, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4202642441
validation[          , genome  3540] predictions:    9548/  10000 (95.48%), best:    9566/10000 (95.66%), error:      1619.07886, best error:      1452.20886 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 66.1771545410s, input_fired_time: 0.6666805744, output_fired_time: 0.6178335547, propagate_forward_time: 24.8239116669, propagate_backward_time: 37.6381759644, weight_update_time: 0.1157919094, other_time: 2.4305496216
epoch time: 5.3921470642s, input_fired_time: 0.0836654082, output_fired_time: 0.0000000000, propagate_forward_time: 4.8728575706, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4356241226
validation[          , genome  3540] predictions:    9531/  10000 (95.31%), best:    9566/10000 (95.66%), error:      1585.17017, best error:      1452.20886 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 65.7855300903s, input_fired_time: 0.6623078585, output_fired_time: 0.6161310673, propagate_forward_time: 24.5862178802, propagate_backward_time: 37.5081558228, weight_update_time: 0.1146342754, other_time: 2.4127120972
epoch time: 5.4825944901s, input_fired_time: 0.0832844824, output_fired_time: 0.0000000000, propagate_forward_time: 4.9698576927, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4294524193
validation[          , genome  3540] predictions:    9502/  10000 (95.02%), best:    9566/10000 (95.66%), error:      1662.74304, best error:      1452.20886 on epoch:    30, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 66.0222702026s, input_fired_time: 0.6662083864, output_fired_time: 0.6149334908, propagate_forward_time: 24.7121868134, propagate_backward_time: 37.6088638306, weight_update_time: 0.1149143204, other_time: 2.4200744629
epoch time: 5.4878406525s, input_fired_time: 0.0835630074, output_fired_time: 0.0000000000, propagate_forward_time: 4.9772310257, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4270467758
validation[          , genome  3540] predictions:    9543/  10000 (95.43%), best:    9566/10000 (95.66%), error:      1507.51257, best error:      1452.20886 on epoch:    30, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 65.7945175171s, input_fired_time: 0.6658321619, output_fired_time: 0.6157141924, propagate_forward_time: 24.6394634247, propagate_backward_time: 37.4405975342, weight_update_time: 0.1151616424, other_time: 2.4329071045
epoch time: 5.4957718849s, input_fired_time: 0.0853544921, output_fired_time: 0.0000000000, propagate_forward_time: 4.9780845642, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4323329926
validation[          , genome  3540] predictions:    9569/  10000 (95.69%), best:    9566/10000 (95.66%), error:      1503.94751, best error:      1452.20886 on epoch:    30, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 65.3500518799s, input_fired_time: 0.6614841819, output_fired_time: 0.6095255613, propagate_forward_time: 24.4647121429, propagate_backward_time: 37.1899909973, weight_update_time: 0.1153075621, other_time: 2.4243354797
epoch time: 5.5215778351s, input_fired_time: 0.0849208459, output_fired_time: 0.0000000000, propagate_forward_time: 4.9998912811, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4367656708
validation[          , genome  3540] predictions:    9577/  10000 (95.77%), best:    9566/10000 (95.66%), error:      1463.88782, best error:      1452.20886 on epoch:    30, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 64.7568511963s, input_fired_time: 0.6565288305, output_fired_time: 0.6045808792, propagate_forward_time: 24.1872043610, propagate_backward_time: 36.9132118225, weight_update_time: 0.1138714105, other_time: 2.3953208923
epoch time: 5.4810328484s, input_fired_time: 0.0836628526, output_fired_time: 0.0000000000, propagate_forward_time: 4.9673724174, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4299974442
validation[          , genome  3540] predictions:    9544/  10000 (95.44%), best:    9566/10000 (95.66%), error:      1583.91614, best error:      1452.20886 on epoch:    30, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 66.0823364258s, input_fired_time: 0.6679991484, output_fired_time: 0.6150109172, propagate_forward_time: 24.7186393738, propagate_backward_time: 37.6450080872, weight_update_time: 0.1155057251, other_time: 2.4356765747
epoch time: 5.5078973770s, input_fired_time: 0.0839378089, output_fired_time: 0.0000000000, propagate_forward_time: 4.9975633621, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4263963699
validation[          , genome  3540] predictions:    9572/  10000 (95.72%), best:    9566/10000 (95.66%), error:      1472.06738, best error:      1452.20886 on epoch:    30, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 66.2695999146s, input_fired_time: 0.6722463369, output_fired_time: 0.6165648103, propagate_forward_time: 24.8596229553, propagate_backward_time: 37.6717338562, weight_update_time: 0.1168630049, other_time: 2.4494323730
epoch time: 5.4691319466s, input_fired_time: 0.0856944621, output_fired_time: 0.0000000000, propagate_forward_time: 4.9449639320, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4384737015
validation[          , genome  3540] predictions:    9496/  10000 (94.96%), best:    9566/10000 (95.66%), error:      1738.90735, best error:      1452.20886 on epoch:    30, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 65.9512252808s, input_fired_time: 0.6678267717, output_fired_time: 0.6130436659, propagate_forward_time: 24.7289733887, propagate_backward_time: 37.5026702881, weight_update_time: 0.1156055629, other_time: 2.4387130737
epoch time: 5.4928965569s, input_fired_time: 0.0829173699, output_fired_time: 0.0000000000, propagate_forward_time: 4.9860734940, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4239058495
validation[          , genome  3540] predictions:    9580/  10000 (95.80%), best:    9580/10000 (95.80%), error:      1438.24622, best error:      1438.24622 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 65.6275939941s, input_fired_time: 0.6624236703, output_fired_time: 0.6115515232, propagate_forward_time: 24.6286182404, propagate_backward_time: 37.3329467773, weight_update_time: 0.1144535094, other_time: 2.3920593262
epoch time: 5.4791741371s, input_fired_time: 0.0833305717, output_fired_time: 0.0000000000, propagate_forward_time: 4.9678115845, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4280319214
validation[          , genome  3540] predictions:    9530/  10000 (95.30%), best:    9580/10000 (95.80%), error:      1624.86377, best error:      1438.24622 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 65.9489669800s, input_fired_time: 0.6667419076, output_fired_time: 0.6144692302, propagate_forward_time: 24.7341537476, propagate_backward_time: 37.5181503296, weight_update_time: 0.1150028706, other_time: 2.4154510498
epoch time: 5.4185900688s, input_fired_time: 0.0828078240, output_fired_time: 0.0000000000, propagate_forward_time: 4.9072384834, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4285435677
validation[          , genome  3540] predictions:    9513/  10000 (95.13%), best:    9580/10000 (95.80%), error:      1668.80371, best error:      1438.24622 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 65.7576141357s, input_fired_time: 0.6646243334, output_fired_time: 0.6129704714, propagate_forward_time: 24.6033439636, propagate_backward_time: 37.4448280334, weight_update_time: 0.1151846871, other_time: 2.4318466187
epoch time: 5.4982409477s, input_fired_time: 0.0837903395, output_fired_time: 0.0000000000, propagate_forward_time: 4.9872336388, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4272170067
validation[          , genome  3540] predictions:    9556/  10000 (95.56%), best:    9580/10000 (95.80%), error:      1526.42407, best error:      1438.24622 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 65.6221237183s, input_fired_time: 0.6660002470, output_fired_time: 0.6124197841, propagate_forward_time: 24.5563182831, propagate_backward_time: 37.3585090637, weight_update_time: 0.1156485379, other_time: 2.4288749695
epoch time: 5.4516587257s, input_fired_time: 0.0833525658, output_fired_time: 0.0000000000, propagate_forward_time: 4.9430704117, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4252357483
validation[          , genome  3540] predictions:    9495/  10000 (94.95%), best:    9580/10000 (95.80%), error:      1709.27661, best error:      1438.24622 on epoch:    40, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 65.6732330322s, input_fired_time: 0.6648494005, output_fired_time: 0.6109607816, propagate_forward_time: 24.5549602509, propagate_backward_time: 37.4421463013, weight_update_time: 0.1148283184, other_time: 2.4003143311
epoch time: 5.5639076233s, input_fired_time: 0.0874864683, output_fired_time: 0.0000000000, propagate_forward_time: 5.0314326286, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4449887276
validation[          , genome  3540] predictions:    9573/  10000 (95.73%), best:    9580/10000 (95.80%), error:      1477.90283, best error:      1438.24622 on epoch:    40, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 66.0203170776s, input_fired_time: 0.6720517874, output_fired_time: 0.6153234243, propagate_forward_time: 24.7295360565, propagate_backward_time: 37.5397949219, weight_update_time: 0.1162250489, other_time: 2.4636077881
epoch time: 5.4268579483s, input_fired_time: 0.0839935914, output_fired_time: 0.0000000000, propagate_forward_time: 4.9175558090, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4253087044
validation[          , genome  3540] predictions:    9565/  10000 (95.65%), best:    9565/10000 (95.65%), error:      1436.89832, best error:      1436.89832 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 65.8129959106s, input_fired_time: 0.6650856733, output_fired_time: 0.6136591434, propagate_forward_time: 24.7072238922, propagate_backward_time: 37.4323730469, weight_update_time: 0.1147325411, other_time: 2.3946533203
epoch time: 5.4888019562s, input_fired_time: 0.0841467008, output_fired_time: 0.0000000000, propagate_forward_time: 4.9757199287, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4289355278
validation[          , genome  3540] predictions:    9480/  10000 (94.80%), best:    9565/10000 (95.65%), error:      1836.20178, best error:      1436.89832 on epoch:    46, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 64.7015533447s, input_fired_time: 0.6629095674, output_fired_time: 0.6020567417, propagate_forward_time: 24.1511001587, propagate_backward_time: 36.8524093628, weight_update_time: 0.1146476194, other_time: 2.4330749512
epoch time: 5.4678468704s, input_fired_time: 0.0846044272, output_fired_time: 0.0000000000, propagate_forward_time: 4.9526686668, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4305739403
validation[          , genome  3540] predictions:    9591/  10000 (95.91%), best:    9591/10000 (95.91%), error:      1434.90381, best error:      1434.90381 on epoch:    48, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 65.7990341187s, input_fired_time: 0.6680025458, output_fired_time: 0.6134328842, propagate_forward_time: 24.6170215607, propagate_backward_time: 37.4686355591, weight_update_time: 0.1155641004, other_time: 2.4319458008
epoch time: 5.4491243362s, input_fired_time: 0.0839239806, output_fired_time: 0.0000000000, propagate_forward_time: 4.9373660088, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4278345108
validation[          , genome  3540] predictions:    9553/  10000 (95.53%), best:    9591/10000 (95.91%), error:      1492.03198, best error:      1434.90381 on epoch:    48, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 65.1810913086s, input_fired_time: 0.6678965688, output_fired_time: 0.6073123813, propagate_forward_time: 24.3281993866, propagate_backward_time: 37.1080436707, weight_update_time: 0.1157202721, other_time: 2.4696388245
epoch time: 5.5029854774s, input_fired_time: 0.0857205912, output_fired_time: 0.0000000000, propagate_forward_time: 4.9844326973, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4328322411
validation[          , genome  3540] predictions:    9571/  10000 (95.71%), best:    9591/10000 (95.91%), error:      1476.55627, best error:      1434.90381 on epoch:    48, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 66.1868743896s, input_fired_time: 0.6792798042, output_fired_time: 0.6188166738, propagate_forward_time: 24.7541332245, propagate_backward_time: 37.6252136230, weight_update_time: 0.1176258773, other_time: 2.5094223022
epoch time: 5.4622564316s, input_fired_time: 0.0836188123, output_fired_time: 0.0000000000, propagate_forward_time: 4.9554390907, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4231987000
validation[          , genome  3540] predictions:    9574/  10000 (95.74%), best:    9591/10000 (95.91%), error:      1448.34387, best error:      1434.90381 on epoch:    48, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 65.8956604004s, input_fired_time: 0.6694364548, output_fired_time: 0.6177204847, propagate_forward_time: 24.6874504089, propagate_backward_time: 37.4951019287, weight_update_time: 0.1155625284, other_time: 2.4259529114
epoch time: 5.4949045181s, input_fired_time: 0.0844349489, output_fired_time: 0.0000000000, propagate_forward_time: 4.9800281525, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4304413795
validation[          , genome  3540] predictions:    9540/  10000 (95.40%), best:    9591/10000 (95.91%), error:      1547.54150, best error:      1434.90381 on epoch:    48, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 65.7545318604s, input_fired_time: 0.6698430181, output_fired_time: 0.6108472347, propagate_forward_time: 24.6166477203, propagate_backward_time: 37.4224433899, weight_update_time: 0.1157668084, other_time: 2.4347496033
epoch time: 5.4011216164s, input_fired_time: 0.0858250558, output_fired_time: 0.0000000000, propagate_forward_time: 4.8591241837, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4561724663
validation[          , genome  3540] predictions:    9578/  10000 (95.78%), best:    9591/10000 (95.91%), error:      1454.22571, best error:      1434.90381 on epoch:    48, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 65.9213562012s, input_fired_time: 0.6738709807, output_fired_time: 0.6160935760, propagate_forward_time: 24.6949729919, propagate_backward_time: 37.4935035706, weight_update_time: 0.1155553386, other_time: 2.4429092407
epoch time: 5.4126582146s, input_fired_time: 0.0853780434, output_fired_time: 0.0000000000, propagate_forward_time: 4.8900847435, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4371953011
validation[          , genome  3540] predictions:    9561/  10000 (95.61%), best:    9591/10000 (95.91%), error:      1471.57043, best error:      1434.90381 on epoch:    48, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 65.6414794922s, input_fired_time: 0.6665421128, output_fired_time: 0.6143932939, propagate_forward_time: 24.6012039185, propagate_backward_time: 37.3803596497, weight_update_time: 0.1140003949, other_time: 2.3789787292
epoch time: 5.4663071632s, input_fired_time: 0.0856683627, output_fired_time: 0.0000000000, propagate_forward_time: 4.9383196831, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4423189163
validation[          , genome  3540] predictions:    9514/  10000 (95.14%), best:    9591/10000 (95.91%), error:      1655.17554, best error:      1434.90381 on epoch:    48, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 65.5873489380s, input_fired_time: 0.6760482788, output_fired_time: 0.6180177927, propagate_forward_time: 24.5106048584, propagate_backward_time: 37.3111190796, weight_update_time: 0.1164953858, other_time: 2.4715576172
epoch time: 5.4539718628s, input_fired_time: 0.0850175917, output_fired_time: 0.0000000000, propagate_forward_time: 4.9381198883, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4308342934
validation[          , genome  3540] predictions:    9572/  10000 (95.72%), best:    9591/10000 (95.91%), error:      1472.17322, best error:      1434.90381 on epoch:    48, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 65.1544494629s, input_fired_time: 0.6691989303, output_fired_time: 0.6089454889, propagate_forward_time: 24.3809452057, propagate_backward_time: 37.0762062073, weight_update_time: 0.1145539060, other_time: 2.4191551208
epoch time: 5.3741812706s, input_fired_time: 0.0830464140, output_fired_time: 0.0000000000, propagate_forward_time: 4.8678011894, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4233336449
validation[          , genome  3540] predictions:    9507/  10000 (95.07%), best:    9591/10000 (95.91%), error:      1621.86963, best error:      1434.90381 on epoch:    48, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 65.6320724487s, input_fired_time: 0.6726099849, output_fired_time: 0.6129133701, propagate_forward_time: 24.5643653870, propagate_backward_time: 37.3659248352, weight_update_time: 0.1153305992, other_time: 2.4162597656
epoch time: 5.4881892204s, input_fired_time: 0.0846202746, output_fired_time: 0.0000000000, propagate_forward_time: 4.9786157608, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4249529839
validation[          , genome  3540] predictions:    9566/  10000 (95.66%), best:    9591/10000 (95.91%), error:      1472.51819, best error:      1434.90381 on epoch:    48, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 66.1159667969s, input_fired_time: 0.6714864373, output_fired_time: 0.6151003838, propagate_forward_time: 24.7695198059, propagate_backward_time: 37.6580429077, weight_update_time: 0.1148052588, other_time: 2.4018211365
epoch time: 5.5046086311s, input_fired_time: 0.0849187970, output_fired_time: 0.0000000000, propagate_forward_time: 4.9922451973, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4274444580
validation[          , genome  3540] predictions:    9550/  10000 (95.50%), best:    9591/10000 (95.91%), error:      1512.27893, best error:      1434.90381 on epoch:    48, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 66.2395172119s, input_fired_time: 0.6779590845, output_fired_time: 0.6181887388, propagate_forward_time: 24.8118953705, propagate_backward_time: 37.6631698608, weight_update_time: 0.1173273921, other_time: 2.4683074951
epoch time: 5.4946870804s, input_fired_time: 0.0856248364, output_fired_time: 0.0000000000, propagate_forward_time: 4.9726924896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4363698959
validation[          , genome  3540] predictions:    9568/  10000 (95.68%), best:    9591/10000 (95.91%), error:      1481.38281, best error:      1434.90381 on epoch:    48, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 65.6439056396s, input_fired_time: 0.6741804481, output_fired_time: 0.6168545485, propagate_forward_time: 24.4983482361, propagate_backward_time: 37.4102134705, weight_update_time: 0.1152363867, other_time: 2.4443130493
epoch time: 5.4845728874s, input_fired_time: 0.0866816193, output_fired_time: 0.0000000000, propagate_forward_time: 4.9587264061, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4391646385
validation[          , genome  3540] predictions:    9571/  10000 (95.71%), best:    9591/10000 (95.91%), error:      1442.62207, best error:      1434.90381 on epoch:    48, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 65.9885864258s, input_fired_time: 0.6745684147, output_fired_time: 0.6173945069, propagate_forward_time: 24.7059059143, propagate_backward_time: 37.5596084595, weight_update_time: 0.1154539883, other_time: 2.4311103821
epoch time: 5.5056552887s, input_fired_time: 0.0843724757, output_fired_time: 0.0000000000, propagate_forward_time: 5.0036053658, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4176774025
validation[          , genome  3540] predictions:    9558/  10000 (95.58%), best:    9591/10000 (95.91%), error:      1490.88440, best error:      1434.90381 on epoch:    48, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 65.8063964844s, input_fired_time: 0.6762902141, output_fired_time: 0.6159467101, propagate_forward_time: 24.6804733276, propagate_backward_time: 37.3880500793, weight_update_time: 0.1156357303, other_time: 2.4456367493
epoch time: 5.5101056099s, input_fired_time: 0.0851502270, output_fired_time: 0.0000000000, propagate_forward_time: 4.9978194237, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4271359444
validation[          , genome  3540] predictions:    9530/  10000 (95.30%), best:    9591/10000 (95.91%), error:      1590.91846, best error:      1434.90381 on epoch:    48, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 65.4083251953s, input_fired_time: 0.6671988964, output_fired_time: 0.6100856066, propagate_forward_time: 24.4561443329, propagate_backward_time: 37.2835960388, weight_update_time: 0.1141581237, other_time: 2.3913002014
epoch time: 5.5042071342s, input_fired_time: 0.0886271968, output_fired_time: 0.0000000000, propagate_forward_time: 4.9727706909, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4428091049
validation[          , genome  3540] predictions:    9591/  10000 (95.91%), best:    9591/10000 (95.91%), error:      1440.71985, best error:      1434.90381 on epoch:    48, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 66.1394424438s, input_fired_time: 0.6751053929, output_fired_time: 0.6180996895, propagate_forward_time: 24.7930068970, propagate_backward_time: 37.6321792603, weight_update_time: 0.1158256978, other_time: 2.4210510254
epoch time: 5.3314948082s, input_fired_time: 0.0837493539, output_fired_time: 0.0000000000, propagate_forward_time: 4.8180923462, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4296531677
validation[          , genome  3540] predictions:    9537/  10000 (95.37%), best:    9591/10000 (95.91%), error:      1520.25757, best error:      1434.90381 on epoch:    48, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 65.8910140991s, input_fired_time: 0.6725953817, output_fired_time: 0.6140893102, propagate_forward_time: 24.7243385315, propagate_backward_time: 37.4618797302, weight_update_time: 0.1151452288, other_time: 2.4181137085
epoch time: 5.2708392143s, input_fired_time: 0.0841292888, output_fired_time: 0.0000000000, propagate_forward_time: 4.7566728592, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4300370216
validation[          , genome  3540] predictions:    9560/  10000 (95.60%), best:    9591/10000 (95.91%), error:      1499.84204, best error:      1434.90381 on epoch:    48, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 65.6797714233s, input_fired_time: 0.6690207124, output_fired_time: 0.6122609973, propagate_forward_time: 24.6241970062, propagate_backward_time: 37.3838691711, weight_update_time: 0.1146741807, other_time: 2.3904228210
epoch time: 5.4649343491s, input_fired_time: 0.0842828825, output_fired_time: 0.0000000000, propagate_forward_time: 4.9564852715, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4241662025
validation[          , genome  3540] predictions:    9568/  10000 (95.68%), best:    9591/10000 (95.91%), error:      1458.37952, best error:      1434.90381 on epoch:    48, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 65.9805221558s, input_fired_time: 0.6758561730, output_fired_time: 0.6141548157, propagate_forward_time: 24.7217102051, propagate_backward_time: 37.5387878418, weight_update_time: 0.1153469458, other_time: 2.4300079346
epoch time: 5.4131388664s, input_fired_time: 0.0834129974, output_fired_time: 0.0000000000, propagate_forward_time: 4.9161100388, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4136157036
validation[          , genome  3540] predictions:    9590/  10000 (95.90%), best:    9591/10000 (95.91%), error:      1448.40637, best error:      1434.90381 on epoch:    48, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 66.3310546875s, input_fired_time: 0.6750836372, output_fired_time: 0.6208607554, propagate_forward_time: 24.9013671875, propagate_backward_time: 37.7343826294, weight_update_time: 0.1153464317, other_time: 2.3993606567
epoch time: 5.1985654831s, input_fired_time: 0.0837360695, output_fired_time: 0.0000000000, propagate_forward_time: 4.6908235550, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4240059853
validation[          , genome  3540] predictions:    9551/  10000 (95.51%), best:    9591/10000 (95.91%), error:      1558.88354, best error:      1434.90381 on epoch:    48, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 65.8329467773s, input_fired_time: 0.6772480607, output_fired_time: 0.6138038039, propagate_forward_time: 24.6324405670, propagate_backward_time: 37.4542388916, weight_update_time: 0.1159019470, other_time: 2.4552230835
epoch time: 5.4242939949s, input_fired_time: 0.0841482058, output_fired_time: 0.0000000000, propagate_forward_time: 4.9201211929, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4200243950
validation[          , genome  3540] predictions:    9575/  10000 (95.75%), best:    9591/10000 (95.91%), error:      1494.27991, best error:      1434.90381 on epoch:    48, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 65.9097290039s, input_fired_time: 0.6775490642, output_fired_time: 0.6154231429, propagate_forward_time: 24.6805534363, propagate_backward_time: 37.5023498535, weight_update_time: 0.1152512431, other_time: 2.4338493347
epoch time: 5.4952530861s, input_fired_time: 0.0879416242, output_fired_time: 0.0000000000, propagate_forward_time: 4.9654803276, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4418311119
validation[          , genome  3540] predictions:    9575/  10000 (95.75%), best:    9575/10000 (95.75%), error:      1411.80762, best error:      1411.80762 on epoch:    71, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 65.9181900024s, input_fired_time: 0.6766290069, output_fired_time: 0.6153806448, propagate_forward_time: 24.6437816620, propagate_backward_time: 37.5500450134, weight_update_time: 0.1153510362, other_time: 2.4323539734
epoch time: 5.3810501099s, input_fired_time: 0.0845127627, output_fired_time: 0.0000000000, propagate_forward_time: 4.8759570122, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4205803871
validation[          , genome  3540] predictions:    9545/  10000 (95.45%), best:    9575/10000 (95.75%), error:      1480.97937, best error:      1411.80762 on epoch:    71, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 65.2900314331s, input_fired_time: 0.6806548238, output_fired_time: 0.6109911799, propagate_forward_time: 24.3665122986, propagate_backward_time: 37.1469192505, weight_update_time: 0.1157033369, other_time: 2.4849510193
epoch time: 5.4671106339s, input_fired_time: 0.0867420137, output_fired_time: 0.0000000000, propagate_forward_time: 4.9415059090, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4388628006
validation[          , genome  3540] predictions:    9588/  10000 (95.88%), best:    9575/10000 (95.75%), error:      1437.27600, best error:      1411.80762 on epoch:    71, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 66.1002426147s, input_fired_time: 0.6779031754, output_fired_time: 0.6163533330, propagate_forward_time: 24.7995357513, propagate_backward_time: 37.5620841980, weight_update_time: 0.1163807213, other_time: 2.4443626404
epoch time: 5.4830493927s, input_fired_time: 0.0858531967, output_fired_time: 0.0000000000, propagate_forward_time: 4.9578833580, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4393129349
validation[          , genome  3540] predictions:    9576/  10000 (95.76%), best:    9575/10000 (95.75%), error:      1423.22607, best error:      1411.80762 on epoch:    71, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 65.4772567749s, input_fired_time: 0.6733250022, output_fired_time: 0.6110309958, propagate_forward_time: 24.5339183807, propagate_backward_time: 37.2434959412, weight_update_time: 0.1149414256, other_time: 2.4154853821
epoch time: 5.4938812256s, input_fired_time: 0.0852899849, output_fired_time: 0.0000000000, propagate_forward_time: 4.9818277359, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4267635345
validation[          , genome  3540] predictions:    9591/  10000 (95.91%), best:    9591/10000 (95.91%), error:      1406.08374, best error:      1406.08374 on epoch:    75, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 66.0155944824s, input_fired_time: 0.6761269569, output_fired_time: 0.6146921515, propagate_forward_time: 24.7325286865, propagate_backward_time: 37.5904655457, weight_update_time: 0.1147182211, other_time: 2.4017829895
epoch time: 5.3532733917s, input_fired_time: 0.0844318867, output_fired_time: 0.0000000000, propagate_forward_time: 4.8291506767, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4396910667
validation[          , genome  3540] predictions:    9520/  10000 (95.20%), best:    9591/10000 (95.91%), error:      1641.16833, best error:      1406.08374 on epoch:    75, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 66.2342071533s, input_fired_time: 0.6783177257, output_fired_time: 0.6163209677, propagate_forward_time: 24.8376617432, propagate_backward_time: 37.6917991638, weight_update_time: 0.1148948669, other_time: 2.4101142883
epoch time: 5.4728827477s, input_fired_time: 0.0859560743, output_fired_time: 0.0000000000, propagate_forward_time: 4.9515032768, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4354233742
validation[          , genome  3540] predictions:    9569/  10000 (95.69%), best:    9591/10000 (95.91%), error:      1510.85034, best error:      1406.08374 on epoch:    75, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 65.0721817017s, input_fired_time: 0.6767688394, output_fired_time: 0.6053187251, propagate_forward_time: 24.3387622833, propagate_backward_time: 37.0230484009, weight_update_time: 0.1146224886, other_time: 2.4282836914
epoch time: 5.4499363899s, input_fired_time: 0.0860195979, output_fired_time: 0.0000000000, propagate_forward_time: 4.9349999428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4289169312
validation[          , genome  3540] predictions:    9584/  10000 (95.84%), best:    9591/10000 (95.91%), error:      1447.83606, best error:      1406.08374 on epoch:    75, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 65.6378021240s, input_fired_time: 0.6778232455, output_fired_time: 0.6115497947, propagate_forward_time: 24.5488719940, propagate_backward_time: 37.3616485596, weight_update_time: 0.1157284006, other_time: 2.4379043579
epoch time: 5.4772524834s, input_fired_time: 0.0864214972, output_fired_time: 0.0000000000, propagate_forward_time: 4.9536299706, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4372010231
validation[          , genome  3540] predictions:    9512/  10000 (95.12%), best:    9591/10000 (95.91%), error:      1643.79858, best error:      1406.08374 on epoch:    75, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 65.6322402954s, input_fired_time: 0.6739771962, output_fired_time: 0.6117165089, propagate_forward_time: 24.5592918396, propagate_backward_time: 37.4051666260, weight_update_time: 0.1141074225, other_time: 2.3820838928
epoch time: 5.3820047379s, input_fired_time: 0.0840284452, output_fired_time: 0.0000000000, propagate_forward_time: 4.8841624260, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4138140678
validation[          , genome  3540] predictions:    9573/  10000 (95.73%), best:    9591/10000 (95.91%), error:      1466.48608, best error:      1406.08374 on epoch:    75, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 65.9651870728s, input_fired_time: 0.6763627529, output_fired_time: 0.6135605574, propagate_forward_time: 24.7757415771, propagate_backward_time: 37.4966697693, weight_update_time: 0.1148667186, other_time: 2.4028511047
epoch time: 5.5472626686s, input_fired_time: 0.0872857720, output_fired_time: 0.0000000000, propagate_forward_time: 5.0212683678, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4387083054
validation[          , genome  3540] predictions:    9569/  10000 (95.69%), best:    9591/10000 (95.91%), error:      1427.85730, best error:      1406.08374 on epoch:    75, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 65.6206207275s, input_fired_time: 0.6736357212, output_fired_time: 0.6077833772, propagate_forward_time: 24.5212688446, propagate_backward_time: 37.4185943604, weight_update_time: 0.1143485680, other_time: 2.3993377686
epoch time: 5.4956231117s, input_fired_time: 0.0858864710, output_fired_time: 0.0000000000, propagate_forward_time: 4.9869070053, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4228296280
validation[          , genome  3540] predictions:    9540/  10000 (95.40%), best:    9591/10000 (95.91%), error:      1535.07910, best error:      1406.08374 on epoch:    75, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 66.0649185181s, input_fired_time: 0.6770513654, output_fired_time: 0.6138366461, propagate_forward_time: 24.7709197998, propagate_backward_time: 37.6071357727, weight_update_time: 0.1146250665, other_time: 2.3959770203
epoch time: 5.3573141098s, input_fired_time: 0.0853340104, output_fired_time: 0.0000000000, propagate_forward_time: 4.8442215919, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4277586937
validation[          , genome  3540] predictions:    9537/  10000 (95.37%), best:    9591/10000 (95.91%), error:      1596.16321, best error:      1406.08374 on epoch:    75, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 65.4881744385s, input_fired_time: 0.6754239202, output_fired_time: 0.6098279357, propagate_forward_time: 24.4627876282, propagate_backward_time: 37.3381004333, weight_update_time: 0.1142062470, other_time: 2.4020385742
epoch time: 5.4056973457s, input_fired_time: 0.0852003917, output_fired_time: 0.0000000000, propagate_forward_time: 4.8947033882, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4257936478
validation[          , genome  3540] predictions:    9594/  10000 (95.94%), best:    9594/10000 (95.94%), error:      1384.36304, best error:      1384.36304 on epoch:    84, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 65.7933807373s, input_fired_time: 0.6774351001, output_fired_time: 0.6131114960, propagate_forward_time: 24.6758956909, propagate_backward_time: 37.4202880859, weight_update_time: 0.1145625710, other_time: 2.4066467285
epoch time: 5.4823675156s, input_fired_time: 0.0860938057, output_fired_time: 0.0000000000, propagate_forward_time: 4.9641604424, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4321131706
validation[          , genome  3540] predictions:    9532/  10000 (95.32%), best:    9594/10000 (95.94%), error:      1590.78796, best error:      1384.36304 on epoch:    84, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 65.8896102905s, input_fired_time: 0.6735452414, output_fired_time: 0.6134087443, propagate_forward_time: 24.7362174988, propagate_backward_time: 37.5206985474, weight_update_time: 0.1132830530, other_time: 2.3457374573
epoch time: 5.4888763428s, input_fired_time: 0.0859299824, output_fired_time: 0.0000000000, propagate_forward_time: 4.9823546410, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4205918312
validation[          , genome  3540] predictions:    9580/  10000 (95.80%), best:    9594/10000 (95.94%), error:      1437.42554, best error:      1384.36304 on epoch:    84, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 65.6711349487s, input_fired_time: 0.6796891093, output_fired_time: 0.6125316620, propagate_forward_time: 24.5367450714, propagate_backward_time: 37.4413528442, weight_update_time: 0.1143885404, other_time: 2.4008178711
epoch time: 5.5102157593s, input_fired_time: 0.0881448984, output_fired_time: 0.0000000000, propagate_forward_time: 4.9840674400, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4380035400
validation[          , genome  3540] predictions:    9586/  10000 (95.86%), best:    9594/10000 (95.94%), error:      1391.90198, best error:      1384.36304 on epoch:    84, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 65.5668792725s, input_fired_time: 0.6775947213, output_fired_time: 0.6120804548, propagate_forward_time: 24.5344219208, propagate_backward_time: 37.3096160889, weight_update_time: 0.1153541431, other_time: 2.4331588745
epoch time: 5.4737114906s, input_fired_time: 0.0863933563, output_fired_time: 0.0000000000, propagate_forward_time: 4.9577021599, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4296159744
validation[          , genome  3540] predictions:    9559/  10000 (95.59%), best:    9594/10000 (95.94%), error:      1521.60217, best error:      1384.36304 on epoch:    84, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 65.4564514160s, input_fired_time: 0.6749790907, output_fired_time: 0.6087576747, propagate_forward_time: 24.5175113678, propagate_backward_time: 37.2471504211, weight_update_time: 0.1143465415, other_time: 2.4080543518
epoch time: 5.4761662483s, input_fired_time: 0.0862423182, output_fired_time: 0.0000000000, propagate_forward_time: 4.9644331932, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4254908562
validation[          , genome  3540] predictions:    9466/  10000 (94.66%), best:    9594/10000 (95.94%), error:      1809.60193, best error:      1384.36304 on epoch:    84, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 65.7028808594s, input_fired_time: 0.6763731837, output_fired_time: 0.6090424061, propagate_forward_time: 24.5911788940, propagate_backward_time: 37.4475822449, weight_update_time: 0.1139451116, other_time: 2.3787040710
epoch time: 5.5176477432s, input_fired_time: 0.0872196928, output_fired_time: 0.0000000000, propagate_forward_time: 4.9986734390, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4317545891
validation[          , genome  3540] predictions:    9556/  10000 (95.56%), best:    9594/10000 (95.94%), error:      1507.84827, best error:      1384.36304 on epoch:    84, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 65.1596450806s, input_fired_time: 0.6768950224, output_fired_time: 0.6063445807, propagate_forward_time: 24.4619178772, propagate_backward_time: 37.0182266235, weight_update_time: 0.1136127934, other_time: 2.3962593079
epoch time: 5.3530669212s, input_fired_time: 0.0840140954, output_fired_time: 0.0000000000, propagate_forward_time: 4.8610348701, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4080181122
validation[          , genome  3540] predictions:    9534/  10000 (95.34%), best:    9594/10000 (95.94%), error:      1567.65100, best error:      1384.36304 on epoch:    84, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 65.9757614136s, input_fired_time: 0.6803205013, output_fired_time: 0.6154266596, propagate_forward_time: 24.7337989807, propagate_backward_time: 37.5596847534, weight_update_time: 0.1143623739, other_time: 2.3865318298
epoch time: 5.5008568764s, input_fired_time: 0.0867430568, output_fired_time: 0.0000000000, propagate_forward_time: 4.9819006920, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4322133064
validation[          , genome  3540] predictions:    9410/  10000 (94.10%), best:    9594/10000 (95.94%), error:      2039.72766, best error:      1384.36304 on epoch:    84, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 65.6976547241s, input_fired_time: 0.6807924509, output_fired_time: 0.6114763021, propagate_forward_time: 24.5812492371, propagate_backward_time: 37.4012451172, weight_update_time: 0.1150848046, other_time: 2.4228935242
epoch time: 5.4295964241s, input_fired_time: 0.0856980234, output_fired_time: 0.0000000000, propagate_forward_time: 4.9252367020, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4186615944
validation[          , genome  3540] predictions:    9507/  10000 (95.07%), best:    9594/10000 (95.94%), error:      1649.16040, best error:      1384.36304 on epoch:    84, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 65.5224761963s, input_fired_time: 0.6799739599, output_fired_time: 0.6111054420, propagate_forward_time: 24.5695819855, propagate_backward_time: 37.2675132751, weight_update_time: 0.1135575250, other_time: 2.3942985535
epoch time: 5.4855346680s, input_fired_time: 0.0867266580, output_fired_time: 0.0000000000, propagate_forward_time: 4.9715018272, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4273061752
validation[          , genome  3540] predictions:    9579/  10000 (95.79%), best:    9594/10000 (95.94%), error:      1500.67761, best error:      1384.36304 on epoch:    84, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 65.9656906128s, input_fired_time: 0.6769829988, output_fired_time: 0.6133050323, propagate_forward_time: 24.7822780609, propagate_backward_time: 37.5342941284, weight_update_time: 0.1134162098, other_time: 2.3588256836
epoch time: 5.4688506126s, input_fired_time: 0.0859668627, output_fired_time: 0.0000000000, propagate_forward_time: 4.9637722969, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4191112518
validation[          , genome  3540] predictions:    9572/  10000 (95.72%), best:    9594/10000 (95.94%), error:      1464.20178, best error:      1384.36304 on epoch:    84, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 65.4035110474s, input_fired_time: 0.6738899946, output_fired_time: 0.6085580587, propagate_forward_time: 24.5066318512, propagate_backward_time: 37.2737350464, weight_update_time: 0.1123947799, other_time: 2.3406982422
epoch time: 5.5002970695s, input_fired_time: 0.0863262638, output_fired_time: 0.0000000000, propagate_forward_time: 4.9920816422, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4218893051
validation[          , genome  3540] predictions:    9506/  10000 (95.06%), best:    9594/10000 (95.94%), error:      1729.55774, best error:      1384.36304 on epoch:    84, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 65.9317550659s, input_fired_time: 0.6783489585, output_fired_time: 0.6122667193, propagate_forward_time: 24.8055744171, propagate_backward_time: 37.4709892273, weight_update_time: 0.1140203625, other_time: 2.3645744324
epoch time: 5.4238643646s, input_fired_time: 0.0860190764, output_fired_time: 0.0000000000, propagate_forward_time: 4.9163675308, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4214777946
validation[          , genome  3540] predictions:    9567/  10000 (95.67%), best:    9594/10000 (95.94%), error:      1478.53113, best error:      1384.36304 on epoch:    84, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 64.3256301880s, input_fired_time: 0.6676893830, output_fired_time: 0.5976052880, propagate_forward_time: 24.0861225128, propagate_backward_time: 36.6538124084, weight_update_time: 0.1116314083, other_time: 2.3204002380
epoch time: 5.3852777481s, input_fired_time: 0.0870497450, output_fired_time: 0.0000000000, propagate_forward_time: 4.8694744110, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4287533760
validation[          , genome  3540] predictions:    9430/  10000 (94.30%), best:    9594/10000 (95.94%), error:      1994.32703, best error:      1384.36304 on epoch:    84, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 65.1328735352s, input_fired_time: 0.6775845885, output_fired_time: 0.6053020358, propagate_forward_time: 24.3920631409, propagate_backward_time: 37.0819511414, weight_update_time: 0.1130066290, other_time: 2.3759765625
epoch time: 5.4641704559s, input_fired_time: 0.0867276788, output_fired_time: 0.0000000000, propagate_forward_time: 4.9548721313, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4225707054
validation[          , genome  3540] predictions:    9607/  10000 (96.07%), best:    9594/10000 (95.94%), error:      1385.39417, best error:      1384.36304 on epoch:    84, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 65.5144271851s, input_fired_time: 0.6773858070, output_fired_time: 0.6081233621, propagate_forward_time: 24.5606174469, propagate_backward_time: 37.2916946411, weight_update_time: 0.1134525612, other_time: 2.3766098022
epoch time: 5.3626837730s, input_fired_time: 0.0854779035, output_fired_time: 0.0000000000, propagate_forward_time: 4.8637299538, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4134759903
validation[          , genome  3540] predictions:    9591/  10000 (95.91%), best:    9594/10000 (95.94%), error:      1403.32019, best error:      1384.36304 on epoch:    84, 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: 27.1371917725s, input_fired_time: 0.4252820611, output_fired_time: 0.0000000000, propagate_forward_time: 24.5436077118, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1683025360
best training[          , genome  3540] predictions:   48825/  50000 (97.65%), best:    9594/10000 (95.94%), error:      4430.23242, best error:      1384.36304 on epoch:    84, 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: 5.4688129425s, input_fired_time: 0.0860288069, output_fired_time: 0.0000000000, propagate_forward_time: 4.9546551704, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4281291962
   testing[          , genome  3540] predictions:    9645/  10000 (96.45%), best:    9594/10000 (95.94%), error:      1217.68762, best error:      1384.36304 on epoch:    84, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
15:26:00 (6904): called boinc_finish(0)

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