Nameexact_genome_1512568488_44_6808_0
Workunit2605376
Created7 Dec 2017, 22:06:16 UTC
Sent7 Dec 2017, 22:15:46 UTC
Report deadline15 Dec 2017, 7:11:50 UTC
Received8 Dec 2017, 0:12:48 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID62687
Run time1 hours 29 min 18 sec
CPU time1 hours 27 min 54 sec
Validate stateValid
Credit1,843.07
Device peak FLOPS4.30 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size155.41 MB
Peak swap size158.41 MB
Peak disk usage1.81 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
time: 0.0000000000, propagate_forward_time: 3.4722590446, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2642517090
validation[          , genome  6808] predictions:    9684/  10000 (96.84%), best:    9684/10000 (96.84%), error:      1084.74194, best error:      1084.74194 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 48.7675132751s, input_fired_time: 0.7394251227, output_fired_time: 0.5796162486, propagate_forward_time: 17.3451251984, propagate_backward_time: 28.6185894012, weight_update_time: 0.0691001639, other_time: 1.4847564697
epoch time: 3.8215951920s, input_fired_time: 0.0861874521, output_fired_time: 0.0000000000, propagate_forward_time: 3.4704525471, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2649552822
validation[          , genome  6808] predictions:    9614/  10000 (96.14%), best:    9684/10000 (96.84%), error:      1253.89563, best error:      1084.74194 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 48.7728424072s, input_fired_time: 0.7415962815, output_fired_time: 0.5785651803, propagate_forward_time: 17.3589286804, propagate_backward_time: 28.6151561737, weight_update_time: 0.0689726397, other_time: 1.4785976410
epoch time: 3.8247210979s, input_fired_time: 0.0868679360, output_fired_time: 0.0000000000, propagate_forward_time: 3.4733104706, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2645425797
validation[          , genome  6808] predictions:    9641/  10000 (96.41%), best:    9684/10000 (96.84%), error:      1141.18530, best error:      1084.74194 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 48.7828292847s, input_fired_time: 0.7404944301, output_fired_time: 0.5797345042, propagate_forward_time: 17.3614387512, propagate_backward_time: 28.6110229492, weight_update_time: 0.0687253773, other_time: 1.4901390076
epoch time: 3.8177080154s, input_fired_time: 0.0868561342, output_fired_time: 0.0000000000, propagate_forward_time: 3.4666166306, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2642352581
validation[          , genome  6808] predictions:    9671/  10000 (96.71%), best:    9684/10000 (96.84%), error:      1087.71558, best error:      1084.74194 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 48.8359489441s, input_fired_time: 0.7414209247, output_fired_time: 0.5778794885, propagate_forward_time: 17.3964405060, propagate_backward_time: 28.6392841339, weight_update_time: 0.0677963346, other_time: 1.4809226990
epoch time: 3.8320326805s, input_fired_time: 0.0869438499, output_fired_time: 0.0000000000, propagate_forward_time: 3.4789798260, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2661089897
validation[          , genome  6808] predictions:    9691/  10000 (96.91%), best:    9691/10000 (96.91%), error:      1043.17188, best error:      1043.17188 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 48.8112373352s, input_fired_time: 0.7417831421, output_fired_time: 0.5757201314, propagate_forward_time: 17.3600139618, propagate_backward_time: 28.6512069702, weight_update_time: 0.0681372434, other_time: 1.4825115204
epoch time: 3.8298192024s, input_fired_time: 0.0873898491, output_fired_time: 0.0000000000, propagate_forward_time: 3.4755947590, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2668344975
validation[          , genome  6808] predictions:    9570/  10000 (95.70%), best:    9691/10000 (96.91%), error:      1436.98230, best error:      1043.17188 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 48.7406616211s, input_fired_time: 0.7382845283, output_fired_time: 0.5792075992, propagate_forward_time: 17.3385276794, propagate_backward_time: 28.6074943542, weight_update_time: 0.0675948486, other_time: 1.4771461487
epoch time: 3.8216123581s, input_fired_time: 0.0873493776, output_fired_time: 0.0000000000, propagate_forward_time: 3.4686708450, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2655920982
validation[          , genome  6808] predictions:    9556/  10000 (95.56%), best:    9691/10000 (96.91%), error:      1512.42566, best error:      1043.17188 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 48.7587280273s, input_fired_time: 0.7426680326, output_fired_time: 0.5806940198, propagate_forward_time: 17.3368129730, propagate_backward_time: 28.6178722382, weight_update_time: 0.0685782582, other_time: 1.4806823730
epoch time: 3.8184957504s, input_fired_time: 0.0856304094, output_fired_time: 0.0000000000, propagate_forward_time: 3.4684855938, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2643797398
validation[          , genome  6808] predictions:    9671/  10000 (96.71%), best:    9691/10000 (96.91%), error:      1052.56042, best error:      1043.17188 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 48.8431472778s, input_fired_time: 0.7468280792, output_fired_time: 0.5787017941, propagate_forward_time: 17.3821849823, propagate_backward_time: 28.6475219727, weight_update_time: 0.0693651289, other_time: 1.4879131317
epoch time: 3.8248648643s, input_fired_time: 0.0865102783, output_fired_time: 0.0000000000, propagate_forward_time: 3.4728882313, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2654664516
validation[          , genome  6808] predictions:    9434/  10000 (94.34%), best:    9691/10000 (96.91%), error:      1792.12598, best error:      1043.17188 on epoch:    18, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 48.8386383057s, input_fired_time: 0.7497638464, output_fired_time: 0.5783962607, propagate_forward_time: 17.3851051331, propagate_backward_time: 28.6461791992, weight_update_time: 0.0677920282, other_time: 1.4791946411
epoch time: 3.8264789581s, input_fired_time: 0.0873655677, output_fired_time: 0.0000000000, propagate_forward_time: 3.4734110832, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2657022476
validation[          , genome  6808] predictions:    9646/  10000 (96.46%), best:    9691/10000 (96.91%), error:      1133.79993, best error:      1043.17188 on epoch:    18, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 48.8104286194s, input_fired_time: 0.7467109561, output_fired_time: 0.5771763921, propagate_forward_time: 17.3803615570, propagate_backward_time: 28.6192359924, weight_update_time: 0.0682174861, other_time: 1.4869441986
epoch time: 3.8222346306s, input_fired_time: 0.0869727284, output_fired_time: 0.0000000000, propagate_forward_time: 3.4713797569, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2638821602
validation[          , genome  6808] predictions:    9626/  10000 (96.26%), best:    9691/10000 (96.91%), error:      1198.51343, best error:      1043.17188 on epoch:    18, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 48.8407783508s, input_fired_time: 0.7425721288, output_fired_time: 0.5789830089, propagate_forward_time: 17.3716373444, propagate_backward_time: 28.6660995483, weight_update_time: 0.0693231523, other_time: 1.4814853668
epoch time: 3.8315489292s, input_fired_time: 0.0869391561, output_fired_time: 0.0000000000, propagate_forward_time: 3.4770636559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2675461769
validation[          , genome  6808] predictions:    9436/  10000 (94.36%), best:    9691/10000 (96.91%), error:      1810.09082, best error:      1043.17188 on epoch:    18, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 48.8242149353s, input_fired_time: 0.7463501096, output_fired_time: 0.5835728645, propagate_forward_time: 17.3649692535, propagate_backward_time: 28.6456356049, weight_update_time: 0.0678579509, other_time: 1.4836883545
epoch time: 3.8149578571s, input_fired_time: 0.0871148929, output_fired_time: 0.0000000000, propagate_forward_time: 3.4619934559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2658495903
validation[          , genome  6808] predictions:    9693/  10000 (96.93%), best:    9693/10000 (96.93%), error:      1002.38885, best error:      1002.38885 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 48.7886581421s, input_fired_time: 0.7422630787, output_fired_time: 0.5774157643, propagate_forward_time: 17.3629970551, propagate_backward_time: 28.6265277863, weight_update_time: 0.0680252761, other_time: 1.4794540405
epoch time: 3.8296627998s, input_fired_time: 0.0885524079, output_fired_time: 0.0000000000, propagate_forward_time: 3.4725718498, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2685384750
validation[          , genome  6808] predictions:    9646/  10000 (96.46%), best:    9693/10000 (96.93%), error:      1170.13977, best error:      1002.38885 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 48.7496185303s, input_fired_time: 0.7487154603, output_fired_time: 0.5794551969, propagate_forward_time: 17.3499946594, propagate_backward_time: 28.5905513763, weight_update_time: 0.0678473711, other_time: 1.4809017181
epoch time: 3.8325893879s, input_fired_time: 0.0873870552, output_fired_time: 0.0000000000, propagate_forward_time: 3.4786758423, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2665264606
validation[          , genome  6808] predictions:    9691/  10000 (96.91%), best:    9691/10000 (96.91%), error:       999.61517, best error:       999.61517 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 48.7782135010s, input_fired_time: 0.7487658262, output_fired_time: 0.5774270296, propagate_forward_time: 17.3514728546, propagate_backward_time: 28.6181907654, weight_update_time: 0.0683913454, other_time: 1.4823589325
epoch time: 3.8168001175s, input_fired_time: 0.0879486874, output_fired_time: 0.0000000000, propagate_forward_time: 3.4639155865, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2649357319
validation[          , genome  6808] predictions:    9189/  10000 (91.89%), best:    9691/10000 (96.91%), error:      2611.12720, best error:       999.61517 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

resetting weights to those on epoch: 28
epoch time: 48.8417282104s, input_fired_time: 0.7462720871, output_fired_time: 0.5784291029, propagate_forward_time: 17.4007511139, propagate_backward_time: 28.6381053925, weight_update_time: 0.0679126754, other_time: 1.4781684875
epoch time: 3.8272128105s, input_fired_time: 0.0884460360, output_fired_time: 0.0000000000, propagate_forward_time: 3.4732160568, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2655506134
validation[          , genome  6808] predictions:    9615/  10000 (96.15%), best:    9691/10000 (96.91%), error:      1300.42444, best error:       999.61517 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 48.8069229126s, input_fired_time: 0.7464549541, output_fired_time: 0.5784767270, propagate_forward_time: 17.3710327148, propagate_backward_time: 28.6246242523, weight_update_time: 0.0680551082, other_time: 1.4863338470
epoch time: 3.8281795979s, input_fired_time: 0.0870710388, output_fired_time: 0.0000000000, propagate_forward_time: 3.4762802124, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2648284435
validation[          , genome  6808] predictions:    9677/  10000 (96.77%), best:    9691/10000 (96.91%), error:      1087.88550, best error:       999.61517 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 48.7605552673s, input_fired_time: 0.7483934164, output_fired_time: 0.5798725486, propagate_forward_time: 17.3514556885, propagate_backward_time: 28.6030578613, weight_update_time: 0.0673357695, other_time: 1.4777755737
epoch time: 3.8271493912s, input_fired_time: 0.0878202543, output_fired_time: 0.0000000000, propagate_forward_time: 3.4744372368, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2648918629
validation[          , genome  6808] predictions:    9610/  10000 (96.10%), best:    9691/10000 (96.91%), error:      1217.09351, best error:       999.61517 on epoch:    28, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 48.8135604858s, input_fired_time: 0.7484529614, output_fired_time: 0.5853345394, propagate_forward_time: 17.3449649811, propagate_backward_time: 28.6583023071, weight_update_time: 0.0675833076, other_time: 1.4765071869
epoch time: 3.8489336967s, input_fired_time: 0.0900164321, output_fired_time: 0.0000000000, propagate_forward_time: 3.4919414520, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2669758797
validation[          , genome  6808] predictions:    9677/  10000 (96.77%), best:    9691/10000 (96.91%), error:      1034.14673, best error:       999.61517 on epoch:    28, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 48.8057212830s, input_fired_time: 0.7495870590, output_fired_time: 0.5803456903, propagate_forward_time: 17.3738098145, propagate_backward_time: 28.6231784821, weight_update_time: 0.0683854371, other_time: 1.4787998199
epoch time: 3.8205931187s, input_fired_time: 0.0894282609, output_fired_time: 0.0000000000, propagate_forward_time: 3.4674084187, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2637565136
validation[          , genome  6808] predictions:    9681/  10000 (96.81%), best:    9691/10000 (96.91%), error:      1047.02844, best error:       999.61517 on epoch:    28, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 48.7919464111s, input_fired_time: 0.7467389703, output_fired_time: 0.5817598104, propagate_forward_time: 17.3718013763, propagate_backward_time: 28.6102390289, weight_update_time: 0.0683819875, other_time: 1.4814071655
epoch time: 3.8237471581s, input_fired_time: 0.0880775228, output_fired_time: 0.0000000000, propagate_forward_time: 3.4698104858, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2658591270
validation[          , genome  6808] predictions:    9621/  10000 (96.21%), best:    9691/10000 (96.91%), error:      1145.97583, best error:       999.61517 on epoch:    28, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 48.8562088013s, input_fired_time: 0.7499539852, output_fired_time: 0.5774092078, propagate_forward_time: 17.3812675476, propagate_backward_time: 28.6587677002, weight_update_time: 0.0684264973, other_time: 1.4888114929
epoch time: 3.8380446434s, input_fired_time: 0.0906434283, output_fired_time: 0.0000000000, propagate_forward_time: 3.4817683697, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2656328678
validation[          , genome  6808] predictions:    9558/  10000 (95.58%), best:    9691/10000 (96.91%), error:      1427.02136, best error:       999.61517 on epoch:    28, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 48.7798767090s, input_fired_time: 0.7417155504, output_fired_time: 0.5786304474, propagate_forward_time: 17.3573894501, propagate_backward_time: 28.6196994781, weight_update_time: 0.0686790645, other_time: 1.4824447632
epoch time: 3.8277263641s, input_fired_time: 0.0879163966, output_fired_time: 0.0000000000, propagate_forward_time: 3.4765293598, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2632806301
validation[          , genome  6808] predictions:    9688/  10000 (96.88%), best:    9688/10000 (96.88%), error:       973.64154, best error:       973.64154 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 48.8353767395s, input_fired_time: 0.7480429411, output_fired_time: 0.5806320310, propagate_forward_time: 17.3802547455, propagate_backward_time: 28.6475048065, weight_update_time: 0.0682613626, other_time: 1.4789428711
epoch time: 3.8195176125s, input_fired_time: 0.0881076679, output_fired_time: 0.0000000000, propagate_forward_time: 3.4667036533, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2647063732
validation[          , genome  6808] predictions:    9578/  10000 (95.78%), best:    9688/10000 (96.88%), error:      1404.46912, best error:       973.64154 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 48.8472137451s, input_fired_time: 0.7513155341, output_fired_time: 0.5791620612, propagate_forward_time: 17.3617763519, propagate_backward_time: 28.6719722748, weight_update_time: 0.0683278739, other_time: 1.4829864502
epoch time: 3.8259906769s, input_fired_time: 0.0877683163, output_fired_time: 0.0000000000, propagate_forward_time: 3.4736549854, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2645673752
validation[          , genome  6808] predictions:    9651/  10000 (96.51%), best:    9688/10000 (96.88%), error:      1162.12573, best error:       973.64154 on epoch:    37, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 48.8023300171s, input_fired_time: 0.7492092848, output_fired_time: 0.5757853389, propagate_forward_time: 17.3660850525, propagate_backward_time: 28.6338729858, weight_update_time: 0.0678486377, other_time: 1.4773750305
epoch time: 3.8213598728s, input_fired_time: 0.0866293833, output_fired_time: 0.0000000000, propagate_forward_time: 3.4708981514, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2638323307
validation[          , genome  6808] predictions:    9514/  10000 (95.14%), best:    9688/10000 (96.88%), error:      1495.28674, best error:       973.64154 on epoch:    37, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 48.8610343933s, input_fired_time: 0.7469610572, output_fired_time: 0.5793123245, propagate_forward_time: 17.3927116394, propagate_backward_time: 28.6530094147, weight_update_time: 0.0684255585, other_time: 1.4890422821
epoch time: 3.8129549026s, input_fired_time: 0.0878912136, output_fired_time: 0.0000000000, propagate_forward_time: 3.4615840912, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2634797096
validation[          , genome  6808] predictions:    9663/  10000 (96.63%), best:    9688/10000 (96.88%), error:      1098.28162, best error:       973.64154 on epoch:    37, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 48.8436622620s, input_fired_time: 0.7519193292, output_fired_time: 0.5836489201, propagate_forward_time: 17.3698711395, propagate_backward_time: 28.6548156738, weight_update_time: 0.0679509416, other_time: 1.4834079742
epoch time: 3.8185276985s, input_fired_time: 0.0883897170, output_fired_time: 0.0000000000, propagate_forward_time: 3.4632086754, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2669293880
validation[          , genome  6808] predictions:    9625/  10000 (96.25%), best:    9688/10000 (96.88%), error:      1262.29016, best error:       973.64154 on epoch:    37, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 48.8200111389s, input_fired_time: 0.7504590154, output_fired_time: 0.5781270862, propagate_forward_time: 17.3737449646, propagate_backward_time: 28.6396255493, weight_update_time: 0.0682896376, other_time: 1.4780540466
epoch time: 3.8243539333s, input_fired_time: 0.0890192389, output_fired_time: 0.0000000000, propagate_forward_time: 3.4711751938, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2641594410
validation[          , genome  6808] predictions:    9696/  10000 (96.96%), best:    9688/10000 (96.88%), error:      1018.49341, best error:       973.64154 on epoch:    37, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 48.7861824036s, input_fired_time: 0.7484586239, output_fired_time: 0.5791450143, propagate_forward_time: 17.3635349274, propagate_backward_time: 28.6139125824, weight_update_time: 0.0684482679, other_time: 1.4811325073
epoch time: 3.8526272774s, input_fired_time: 0.0875855014, output_fired_time: 0.0000000000, propagate_forward_time: 3.5012683868, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2637734413
validation[          , genome  6808] predictions:    9693/  10000 (96.93%), best:    9688/10000 (96.88%), error:      1036.52893, best error:       973.64154 on epoch:    37, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 48.7857742310s, input_fired_time: 0.7492889166, output_fired_time: 0.5823592544, propagate_forward_time: 17.3723392487, propagate_backward_time: 28.6011829376, weight_update_time: 0.0685788840, other_time: 1.4806022644
epoch time: 3.8374035358s, input_fired_time: 0.0889651179, output_fired_time: 0.0000000000, propagate_forward_time: 3.4837810993, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2646572590
validation[          , genome  6808] predictions:    9616/  10000 (96.16%), best:    9688/10000 (96.88%), error:      1222.21863, best error:       973.64154 on epoch:    37, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 48.7898445129s, input_fired_time: 0.7499223351, output_fired_time: 0.5783227682, propagate_forward_time: 17.3630523682, propagate_backward_time: 28.6155281067, weight_update_time: 0.0696839318, other_time: 1.4830169678
epoch time: 3.8255841732s, input_fired_time: 0.0889757127, output_fired_time: 0.0000000000, propagate_forward_time: 3.4709630013, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2656455040
validation[          , genome  6808] predictions:    9635/  10000 (96.35%), best:    9688/10000 (96.88%), error:      1136.48132, best error:       973.64154 on epoch:    37, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 48.7966423035s, input_fired_time: 0.7506628036, output_fired_time: 0.5770605803, propagate_forward_time: 17.3603038788, propagate_backward_time: 28.6352348328, weight_update_time: 0.0676231459, other_time: 1.4733791351
epoch time: 3.8228487968s, input_fired_time: 0.0883847699, output_fired_time: 0.0000000000, propagate_forward_time: 3.4681873322, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2662765980
validation[          , genome  6808] predictions:    9689/  10000 (96.89%), best:    9688/10000 (96.88%), error:      1043.52478, best error:       973.64154 on epoch:    37, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 48.8107414246s, input_fired_time: 0.7514322400, output_fired_time: 0.5844973922, propagate_forward_time: 17.3693809509, propagate_backward_time: 28.6206531525, weight_update_time: 0.0678766295, other_time: 1.4847812653
epoch time: 3.8278756142s, input_fired_time: 0.0897983760, output_fired_time: 0.0000000000, propagate_forward_time: 3.4701256752, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2679514885
validation[          , genome  6808] predictions:    9708/  10000 (97.08%), best:    9708/10000 (97.08%), error:       949.39087, best error:       949.39087 on epoch:    48, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 48.7703361511s, input_fired_time: 0.7493057251, output_fired_time: 0.5759772658, propagate_forward_time: 17.3783779144, propagate_backward_time: 28.5902366638, weight_update_time: 0.0680308640, other_time: 1.4764385223
epoch time: 3.8231370449s, input_fired_time: 0.0894954354, output_fired_time: 0.0000000000, propagate_forward_time: 3.4673354626, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2663061619
validation[          , genome  6808] predictions:    9703/  10000 (97.03%), best:    9708/10000 (97.08%), error:       974.37933, best error:       949.39087 on epoch:    48, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 48.8361244202s, input_fired_time: 0.7534042001, output_fired_time: 0.5807749629, propagate_forward_time: 17.3669643402, propagate_backward_time: 28.6528034210, weight_update_time: 0.0678806677, other_time: 1.4821777344
epoch time: 3.8286743164s, input_fired_time: 0.0885275528, output_fired_time: 0.0000000000, propagate_forward_time: 3.4735178947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2666289806
validation[          , genome  6808] predictions:    9666/  10000 (96.66%), best:    9708/10000 (97.08%), error:      1081.37744, best error:       949.39087 on epoch:    48, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 48.7759056091s, input_fired_time: 0.7513390183, output_fired_time: 0.5765424967, propagate_forward_time: 17.3690090179, propagate_backward_time: 28.6031780243, weight_update_time: 0.0682305470, other_time: 1.4758377075
epoch time: 3.8245444298s, input_fired_time: 0.0884015709, output_fired_time: 0.0000000000, propagate_forward_time: 3.4653787613, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2707641125
validation[          , genome  6808] predictions:    9650/  10000 (96.50%), best:    9708/10000 (97.08%), error:      1114.99243, best error:       949.39087 on epoch:    48, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 48.7614440918s, input_fired_time: 0.7513349652, output_fired_time: 0.5817085505, propagate_forward_time: 17.3414459229, propagate_backward_time: 28.6034717560, weight_update_time: 0.0677798688, other_time: 1.4834842682
epoch time: 3.8362860680s, input_fired_time: 0.0885788500, output_fired_time: 0.0000000000, propagate_forward_time: 3.4820485115, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2656586170
validation[          , genome  6808] predictions:    9713/  10000 (97.13%), best:    9713/10000 (97.13%), error:       931.76831, best error:       931.76831 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 48.8821792603s, input_fired_time: 0.7549471855, output_fired_time: 0.5777695775, propagate_forward_time: 17.3875923157, propagate_backward_time: 28.6694355011, weight_update_time: 0.0680268258, other_time: 1.4924335480
epoch time: 3.8233003616s, input_fired_time: 0.0888149440, output_fired_time: 0.0000000000, propagate_forward_time: 3.4672708511, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2672145367
validation[          , genome  6808] predictions:    9711/  10000 (97.11%), best:    9713/10000 (97.13%), error:       954.82141, best error:       931.76831 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 48.8121528625s, input_fired_time: 0.7514529824, output_fired_time: 0.5817953348, propagate_forward_time: 17.3577022552, propagate_backward_time: 28.6421165466, weight_update_time: 0.0685425475, other_time: 1.4790859222
epoch time: 3.8380846977s, input_fired_time: 0.0895147473, output_fired_time: 0.0000000000, propagate_forward_time: 3.4833459854, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2652239799
validation[          , genome  6808] predictions:    9715/  10000 (97.15%), best:    9715/10000 (97.15%), error:       919.68341, best error:       919.68341 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 48.8230552673s, input_fired_time: 0.7574478388, output_fired_time: 0.5783874393, propagate_forward_time: 17.3618907928, propagate_backward_time: 28.6438503265, weight_update_time: 0.0689567924, other_time: 1.4814796448
epoch time: 3.8227920532s, input_fired_time: 0.0883561894, output_fired_time: 0.0000000000, propagate_forward_time: 3.4696106911, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2648251057
validation[          , genome  6808] predictions:    9691/  10000 (96.91%), best:    9715/10000 (97.15%), error:       999.29266, best error:       919.68341 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 48.8071784973s, input_fired_time: 0.7543482780, output_fired_time: 0.5802286863, propagate_forward_time: 17.3618564606, propagate_backward_time: 28.6300544739, weight_update_time: 0.0681079924, other_time: 1.4806919098
epoch time: 3.8459124565s, input_fired_time: 0.0890087262, output_fired_time: 0.0000000000, propagate_forward_time: 3.4906027317, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2663009167
validation[          , genome  6808] predictions:    9615/  10000 (96.15%), best:    9715/10000 (97.15%), error:      1239.53015, best error:       919.68341 on epoch:    54, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 48.8562850952s, input_fired_time: 0.7498379350, output_fired_time: 0.5881480575, propagate_forward_time: 17.3659114838, propagate_backward_time: 28.6688747406, weight_update_time: 0.0678868592, other_time: 1.4835128784
epoch time: 3.8218600750s, input_fired_time: 0.0881932154, output_fired_time: 0.0000000000, propagate_forward_time: 3.4704520702, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2632148266
validation[          , genome  6808] predictions:    9686/  10000 (96.86%), best:    9715/10000 (97.15%), error:       983.97998, best error:       919.68341 on epoch:    54, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 48.8590393066s, input_fired_time: 0.7511367202, output_fired_time: 0.5789755583, propagate_forward_time: 17.3916912079, propagate_backward_time: 28.6588516235, weight_update_time: 0.0680321082, other_time: 1.4783840179
epoch time: 3.8219718933s, input_fired_time: 0.0912219360, output_fired_time: 0.0000000000, propagate_forward_time: 3.4654221535, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2653276920
validation[          , genome  6808] predictions:    9649/  10000 (96.49%), best:    9715/10000 (97.15%), error:      1179.39673, best error:       919.68341 on epoch:    54, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 48.8550949097s, input_fired_time: 0.7534948587, output_fired_time: 0.5817924142, propagate_forward_time: 17.3796749115, propagate_backward_time: 28.6559066772, weight_update_time: 0.0677565634, other_time: 1.4842281342
epoch time: 3.8293733597s, input_fired_time: 0.0889293626, output_fired_time: 0.0000000000, propagate_forward_time: 3.4753782749, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2650656700
validation[          , genome  6808] predictions:    9608/  10000 (96.08%), best:    9715/10000 (97.15%), error:      1234.50610, best error:       919.68341 on epoch:    54, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 48.8357353210s, input_fired_time: 0.7545838356, output_fired_time: 0.5791374445, propagate_forward_time: 17.3806724548, propagate_backward_time: 28.6418113708, weight_update_time: 0.0682663098, other_time: 1.4795303345
epoch time: 3.8192174435s, input_fired_time: 0.0883396789, output_fired_time: 0.0000000000, propagate_forward_time: 3.4671740532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2637038231
validation[          , genome  6808] predictions:    9714/  10000 (97.14%), best:    9715/10000 (97.15%), error:       937.07922, best error:       919.68341 on epoch:    54, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 48.8215141296s, input_fired_time: 0.7525621057, output_fired_time: 0.5781810284, propagate_forward_time: 17.3630199432, propagate_backward_time: 28.6434593201, weight_update_time: 0.0740403682, other_time: 1.4842891693
epoch time: 3.8724045753s, input_fired_time: 0.0890633985, output_fired_time: 0.0000000000, propagate_forward_time: 3.5119574070, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2713837624
validation[          , genome  6808] predictions:    9578/  10000 (95.78%), best:    9715/10000 (97.15%), error:      1374.89587, best error:       919.68341 on epoch:    54, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 48.8616828918s, input_fired_time: 0.7572799921, output_fired_time: 0.5809583664, propagate_forward_time: 17.3789463043, propagate_backward_time: 28.6611804962, weight_update_time: 0.0683524758, other_time: 1.4833183289
epoch time: 3.8279278278s, input_fired_time: 0.0900823474, output_fired_time: 0.0000000000, propagate_forward_time: 3.4717290401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2661163807
validation[          , genome  6808] predictions:    9706/  10000 (97.06%), best:    9715/10000 (97.15%), error:       975.39063, best error:       919.68341 on epoch:    54, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 48.9089660645s, input_fired_time: 0.7621833682, output_fired_time: 0.5839133263, propagate_forward_time: 17.3807735443, propagate_backward_time: 28.6922817230, weight_update_time: 0.0695940256, other_time: 1.4898147583
epoch time: 3.8241147995s, input_fired_time: 0.0894400477, output_fired_time: 0.0000000000, propagate_forward_time: 3.4695093632, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2651653290
validation[          , genome  6808] predictions:    9682/  10000 (96.82%), best:    9715/10000 (97.15%), error:      1028.14063, best error:       919.68341 on epoch:    54, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 48.9014930725s, input_fired_time: 0.7558714151, output_fired_time: 0.5812737346, propagate_forward_time: 17.4170684814, propagate_backward_time: 28.6612186432, weight_update_time: 0.0696058497, other_time: 1.4860630035
epoch time: 3.8340215683s, input_fired_time: 0.0909796283, output_fired_time: 0.0000000000, propagate_forward_time: 3.4727056026, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2703363895
validation[          , genome  6808] predictions:    9720/  10000 (97.20%), best:    9720/10000 (97.20%), error:       916.15613, best error:       916.15613 on epoch:    64, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 48.8394241333s, input_fired_time: 0.7575486302, output_fired_time: 0.5773430467, propagate_forward_time: 17.3589572906, propagate_backward_time: 28.6653862000, weight_update_time: 0.0678473935, other_time: 1.4801883698
epoch time: 3.8280043602s, input_fired_time: 0.0916184708, output_fired_time: 0.0000000000, propagate_forward_time: 3.4696009159, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2667849064
validation[          , genome  6808] predictions:    9717/  10000 (97.17%), best:    9717/10000 (97.17%), error:       909.74652, best error:       909.74652 on epoch:    65, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 48.8590087891s, input_fired_time: 0.7609196305, output_fired_time: 0.5839031339, propagate_forward_time: 17.3830375671, propagate_backward_time: 28.6500911713, weight_update_time: 0.0682140961, other_time: 1.4810543060
epoch time: 3.8292028904s, input_fired_time: 0.0900521949, output_fired_time: 0.0000000000, propagate_forward_time: 3.4719355106, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2672152519
validation[          , genome  6808] predictions:    9735/  10000 (97.35%), best:    9735/10000 (97.35%), error:       886.59723, best error:       886.59723 on epoch:    66, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 48.8926467896s, input_fired_time: 0.7614413500, output_fired_time: 0.5809161663, propagate_forward_time: 17.3895645142, propagate_backward_time: 28.6755352020, weight_update_time: 0.0682405084, other_time: 1.4851894379
epoch time: 3.8333573341s, input_fired_time: 0.0904300585, output_fired_time: 0.0000000000, propagate_forward_time: 3.4761803150, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2667469978
validation[          , genome  6808] predictions:    9711/  10000 (97.11%), best:    9735/10000 (97.35%), error:       933.03680, best error:       886.59723 on epoch:    66, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 48.8557853699s, input_fired_time: 0.7596657276, output_fired_time: 0.5791521072, propagate_forward_time: 17.3563899994, propagate_backward_time: 28.6774044037, weight_update_time: 0.0684283674, other_time: 1.4831733704
epoch time: 3.8373017311s, input_fired_time: 0.0894198641, output_fired_time: 0.0000000000, propagate_forward_time: 3.4792330265, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2686488628
validation[          , genome  6808] predictions:    9703/  10000 (97.03%), best:    9735/10000 (97.35%), error:       980.79865, best error:       886.59723 on epoch:    66, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 48.9039611816s, input_fired_time: 0.7567069530, output_fired_time: 0.5821887851, propagate_forward_time: 17.4139041901, propagate_backward_time: 28.6688709259, weight_update_time: 0.0682843849, other_time: 1.4822921753
epoch time: 3.8331589699s, input_fired_time: 0.0902272686, output_fired_time: 0.0000000000, propagate_forward_time: 3.4782583714, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2646732330
validation[          , genome  6808] predictions:    9735/  10000 (97.35%), best:    9735/10000 (97.35%), error:       893.73608, best error:       886.59723 on epoch:    66, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 48.9291687012s, input_fired_time: 0.7599239945, output_fired_time: 0.5838394165, propagate_forward_time: 17.4001350403, propagate_backward_time: 28.6978511810, weight_update_time: 0.0680352151, other_time: 1.4874172211
epoch time: 3.8398375511s, input_fired_time: 0.0896425620, output_fired_time: 0.0000000000, propagate_forward_time: 3.4838149548, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2663800716
validation[          , genome  6808] predictions:    9708/  10000 (97.08%), best:    9735/10000 (97.35%), error:      1010.70825, best error:       886.59723 on epoch:    66, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 48.8835334778s, input_fired_time: 0.7609275579, output_fired_time: 0.5817843676, propagate_forward_time: 17.3791007996, propagate_backward_time: 28.6805515289, weight_update_time: 0.0689885169, other_time: 1.4811687469
epoch time: 3.8376753330s, input_fired_time: 0.0919074118, output_fired_time: 0.0000000000, propagate_forward_time: 3.4801511765, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2656166553
validation[          , genome  6808] predictions:    9681/  10000 (96.81%), best:    9735/10000 (97.35%), error:      1065.47925, best error:       886.59723 on epoch:    66, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 48.8903617859s, input_fired_time: 0.7602508068, output_fired_time: 0.5810061097, propagate_forward_time: 17.3810424805, propagate_backward_time: 28.6824474335, weight_update_time: 0.0680557862, other_time: 1.4856166840
epoch time: 3.8220107555s, input_fired_time: 0.0911596790, output_fired_time: 0.0000000000, propagate_forward_time: 3.4630503654, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2678008080
validation[          , genome  6808] predictions:    9717/  10000 (97.17%), best:    9735/10000 (97.35%), error:       912.28448, best error:       886.59723 on epoch:    66, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 49.3370628357s, input_fired_time: 0.7628335357, output_fired_time: 0.5858747959, propagate_forward_time: 17.4398059845, propagate_backward_time: 29.0651912689, weight_update_time: 0.0690146163, other_time: 1.4833564758
epoch time: 3.8348102570s, input_fired_time: 0.0896418914, output_fired_time: 0.0000000000, propagate_forward_time: 3.4782025814, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2669658661
validation[          , genome  6808] predictions:    9732/  10000 (97.32%), best:    9735/10000 (97.35%), error:       903.19513, best error:       886.59723 on epoch:    66, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 48.8429794312s, input_fired_time: 0.7580643892, output_fired_time: 0.5783210993, propagate_forward_time: 17.3692607880, propagate_backward_time: 28.6553936005, weight_update_time: 0.0680626035, other_time: 1.4819412231
epoch time: 3.8259031773s, input_fired_time: 0.0897675902, output_fired_time: 0.0000000000, propagate_forward_time: 3.4719860554, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2641494274
validation[          , genome  6808] predictions:    9678/  10000 (96.78%), best:    9735/10000 (97.35%), error:      1019.18713, best error:       886.59723 on epoch:    66, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 48.9131927490s, input_fired_time: 0.7614707351, output_fired_time: 0.5838215947, propagate_forward_time: 17.3823776245, propagate_backward_time: 28.7016296387, weight_update_time: 0.0684597492, other_time: 1.4838943481
epoch time: 3.8279452324s, input_fired_time: 0.0903806239, output_fired_time: 0.0000000000, propagate_forward_time: 3.4708423615, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2667222023
validation[          , genome  6808] predictions:    9747/  10000 (97.47%), best:    9747/10000 (97.47%), error:       846.24164, best error:       846.24164 on epoch:    75, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 48.8528594971s, input_fired_time: 0.7602388859, output_fired_time: 0.5814918876, propagate_forward_time: 17.3681449890, propagate_backward_time: 28.6609115601, weight_update_time: 0.0686432868, other_time: 1.4820709229
epoch time: 3.8272662163s, input_fired_time: 0.0908117071, output_fired_time: 0.0000000000, propagate_forward_time: 3.4724900723, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2639644146
validation[          , genome  6808] predictions:    9722/  10000 (97.22%), best:    9747/10000 (97.47%), error:       920.85516, best error:       846.24164 on epoch:    75, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 48.7943305969s, input_fired_time: 0.7583870888, output_fired_time: 0.5773621798, propagate_forward_time: 17.3499526978, propagate_backward_time: 28.6247978210, weight_update_time: 0.0683630183, other_time: 1.4838294983
epoch time: 3.8175714016s, input_fired_time: 0.0898447335, output_fired_time: 0.0000000000, propagate_forward_time: 3.4610466957, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2666800022
validation[          , genome  6808] predictions:    9725/  10000 (97.25%), best:    9747/10000 (97.47%), error:       901.85126, best error:       846.24164 on epoch:    75, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 48.8392028809s, input_fired_time: 0.7636796832, output_fired_time: 0.5798323750, propagate_forward_time: 17.3694992065, propagate_backward_time: 28.6452217102, weight_update_time: 0.0684834048, other_time: 1.4809684753
epoch time: 3.8331346512s, input_fired_time: 0.0917211398, output_fired_time: 0.0000000000, propagate_forward_time: 3.4747304916, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2666831017
validation[          , genome  6808] predictions:    9639/  10000 (96.39%), best:    9747/10000 (97.47%), error:      1142.88696, best error:       846.24164 on epoch:    75, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 48.8850250244s, input_fired_time: 0.7680186033, output_fired_time: 0.5790023208, propagate_forward_time: 17.3830184937, propagate_backward_time: 28.6714172363, weight_update_time: 0.0690793470, other_time: 1.4835700989
epoch time: 3.8483521938s, input_fired_time: 0.0908947065, output_fired_time: 0.0000000000, propagate_forward_time: 3.4910361767, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2664213181
validation[          , genome  6808] predictions:    9673/  10000 (96.73%), best:    9747/10000 (97.47%), error:      1060.76599, best error:       846.24164 on epoch:    75, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 48.8827705383s, input_fired_time: 0.7639430165, output_fired_time: 0.5842021704, propagate_forward_time: 17.3749618530, propagate_backward_time: 28.6729793549, weight_update_time: 0.0690964088, other_time: 1.4866847992
epoch time: 3.8258745670s, input_fired_time: 0.0934292525, output_fired_time: 0.0000000000, propagate_forward_time: 3.4661982059, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2662470341
validation[          , genome  6808] predictions:    9714/  10000 (97.14%), best:    9747/10000 (97.47%), error:       916.88098, best error:       846.24164 on epoch:    75, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 48.9772682190s, input_fired_time: 0.7667897940, output_fired_time: 0.5870350003, propagate_forward_time: 17.4028053284, propagate_backward_time: 28.7329158783, weight_update_time: 0.0695726201, other_time: 1.4877223969
epoch time: 3.8329985142s, input_fired_time: 0.0919973254, output_fired_time: 0.0000000000, propagate_forward_time: 3.4759047031, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2650964260
validation[          , genome  6808] predictions:    9684/  10000 (96.84%), best:    9747/10000 (97.47%), error:      1062.29089, best error:       846.24164 on epoch:    75, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 48.9330291748s, input_fired_time: 0.7671012878, output_fired_time: 0.5862417221, propagate_forward_time: 17.3896236420, propagate_backward_time: 28.7080955505, weight_update_time: 0.0688952133, other_time: 1.4819660187
epoch time: 3.8380532265s, input_fired_time: 0.0936957970, output_fired_time: 0.0000000000, propagate_forward_time: 3.4772012234, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2671561241
validation[          , genome  6808] predictions:    9712/  10000 (97.12%), best:    9747/10000 (97.47%), error:       958.43304, best error:       846.24164 on epoch:    75, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 48.9563407898s, input_fired_time: 0.7665547132, output_fired_time: 0.5878694057, propagate_forward_time: 17.3998584747, propagate_backward_time: 28.7193870544, weight_update_time: 0.0689599141, other_time: 1.4826717377
epoch time: 3.8283421993s, input_fired_time: 0.0904988050, output_fired_time: 0.0000000000, propagate_forward_time: 3.4722902775, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2655532360
validation[          , genome  6808] predictions:    9705/  10000 (97.05%), best:    9747/10000 (97.47%), error:       951.17944, best error:       846.24164 on epoch:    75, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 49.1582908630s, input_fired_time: 0.7860748768, output_fired_time: 0.5838299394, propagate_forward_time: 17.5131587982, propagate_backward_time: 28.7780609131, weight_update_time: 0.0684252530, other_time: 1.4971637726
epoch time: 3.8580029011s, input_fired_time: 0.0932650417, output_fired_time: 0.0000000000, propagate_forward_time: 3.4988605976, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2658772469
validation[          , genome  6808] predictions:    9722/  10000 (97.22%), best:    9747/10000 (97.47%), error:       979.34991, best error:       846.24164 on epoch:    75, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 48.9072303772s, input_fired_time: 0.7725431919, output_fired_time: 0.5824022889, propagate_forward_time: 17.3925361633, propagate_backward_time: 28.6733303070, weight_update_time: 0.0685925633, other_time: 1.4864177704
epoch time: 3.8521139622s, input_fired_time: 0.0906123295, output_fired_time: 0.0000000000, propagate_forward_time: 3.4961032867, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2653982639
validation[          , genome  6808] predictions:    9719/  10000 (97.19%), best:    9747/10000 (97.47%), error:       927.94824, best error:       846.24164 on epoch:    75, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 48.9540328979s, input_fired_time: 0.7741303444, output_fired_time: 0.5853345990, propagate_forward_time: 17.3978004456, propagate_backward_time: 28.7073040009, weight_update_time: 0.0687729791, other_time: 1.4894618988
epoch time: 3.8235032558s, input_fired_time: 0.0907276869, output_fired_time: 0.0000000000, propagate_forward_time: 3.4681379795, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2646377087
validation[          , genome  6808] predictions:    9734/  10000 (97.34%), best:    9747/10000 (97.47%), error:       898.07935, best error:       846.24164 on epoch:    75, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 49.0828437805s, input_fired_time: 0.7701408863, output_fired_time: 0.5855305791, propagate_forward_time: 17.4770946503, propagate_backward_time: 28.7492198944, weight_update_time: 0.0689580813, other_time: 1.5008583069
epoch time: 3.8464105129s, input_fired_time: 0.0933496505, output_fired_time: 0.0000000000, propagate_forward_time: 3.4827256203, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2703351974
validation[          , genome  6808] predictions:    9709/  10000 (97.09%), best:    9747/10000 (97.47%), error:       926.45038, best error:       846.24164 on epoch:    75, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 48.9473876953s, input_fired_time: 0.7661058307, output_fired_time: 0.5870371461, propagate_forward_time: 17.4019718170, propagate_backward_time: 28.7010383606, weight_update_time: 0.0690690652, other_time: 1.4912357330
epoch time: 3.8388884068s, input_fired_time: 0.0922622904, output_fired_time: 0.0000000000, propagate_forward_time: 3.4817306995, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2648954391
validation[          , genome  6808] predictions:    9665/  10000 (96.65%), best:    9747/10000 (97.47%), error:      1105.99512, best error:       846.24164 on epoch:    75, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 48.9203872681s, input_fired_time: 0.7688994408, output_fired_time: 0.5840479732, propagate_forward_time: 17.3906402588, propagate_backward_time: 28.6869258881, weight_update_time: 0.0688603893, other_time: 1.4898738861
epoch time: 3.8408997059s, input_fired_time: 0.0930333361, output_fired_time: 0.0000000000, propagate_forward_time: 3.4801406860, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2677257061
validation[          , genome  6808] predictions:    9747/  10000 (97.47%), best:    9747/10000 (97.47%), error:       881.91437, best error:       846.24164 on epoch:    75, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 48.9603271484s, input_fired_time: 0.7723257542, output_fired_time: 0.5862686634, propagate_forward_time: 17.4142436981, propagate_backward_time: 28.7017669678, weight_update_time: 0.0693381280, other_time: 1.4857196808
epoch time: 3.8377583027s, input_fired_time: 0.0930165201, output_fired_time: 0.0000000000, propagate_forward_time: 3.4788181782, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2659235001
validation[          , genome  6808] predictions:    9743/  10000 (97.43%), best:    9747/10000 (97.47%), error:       876.81549, best error:       846.24164 on epoch:    75, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 48.8975639343s, input_fired_time: 0.7678220272, output_fired_time: 0.5813629031, propagate_forward_time: 17.3770980835, propagate_backward_time: 28.6875400543, weight_update_time: 0.0684097633, other_time: 1.4837398529
epoch time: 3.8326733112s, input_fired_time: 0.0930634961, output_fired_time: 0.0000000000, propagate_forward_time: 3.4740560055, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2655537128
validation[          , genome  6808] predictions:    9694/  10000 (96.94%), best:    9747/10000 (97.47%), error:      1035.11877, best error:       846.24164 on epoch:    75, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 48.9694061279s, input_fired_time: 0.7677460909, output_fired_time: 0.5849566460, propagate_forward_time: 17.4003314972, propagate_backward_time: 28.7267189026, weight_update_time: 0.0705454871, other_time: 1.4896526337
epoch time: 3.8404581547s, input_fired_time: 0.0911653116, output_fired_time: 0.0000000000, propagate_forward_time: 3.4815635681, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2677292824
validation[          , genome  6808] predictions:    9737/  10000 (97.37%), best:    9747/10000 (97.47%), error:       876.23395, best error:       846.24164 on epoch:    75, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 48.9490318298s, input_fired_time: 0.7702090144, output_fired_time: 0.5861686468, propagate_forward_time: 17.4132041931, propagate_backward_time: 28.6909694672, weight_update_time: 0.0690379441, other_time: 1.4884777069
epoch time: 3.8421640396s, input_fired_time: 0.0918078721, output_fired_time: 0.0000000000, propagate_forward_time: 3.4836735725, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2666826248
validation[          , genome  6808] predictions:    9720/  10000 (97.20%), best:    9747/10000 (97.47%), error:       931.59717, best error:       846.24164 on epoch:    75, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 48.9474372864s, input_fired_time: 0.7713379264, output_fired_time: 0.5829312801, propagate_forward_time: 17.4178142548, propagate_backward_time: 28.6779899597, weight_update_time: 0.0692441612, other_time: 1.4973621368
epoch time: 3.8318102360s, input_fired_time: 0.0913904831, output_fired_time: 0.0000000000, propagate_forward_time: 3.4752819538, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2651379108
validation[          , genome  6808] predictions:    9719/  10000 (97.19%), best:    9747/10000 (97.47%), error:       913.22577, best error:       846.24164 on epoch:    75, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 48.9566917419s, input_fired_time: 0.7734857798, output_fired_time: 0.5878610015, propagate_forward_time: 17.3863563538, propagate_backward_time: 28.7138118744, weight_update_time: 0.0689534023, other_time: 1.4951763153
epoch time: 3.8349733353s, input_fired_time: 0.0920821801, output_fired_time: 0.0000000000, propagate_forward_time: 3.4780411720, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2648499012
validation[          , genome  6808] predictions:    9746/  10000 (97.46%), best:    9747/10000 (97.47%), error:       889.72784, best error:       846.24164 on epoch:    75, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 48.9753837585s, input_fired_time: 0.7769113779, output_fired_time: 0.5854768157, propagate_forward_time: 17.3940601349, propagate_backward_time: 28.6973476410, weight_update_time: 0.0712681785, other_time: 1.5215873718
epoch time: 3.8419580460s, input_fired_time: 0.0941878259, output_fired_time: 0.0000000000, propagate_forward_time: 3.4785175323, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2692527771
validation[          , genome  6808] predictions:    9739/  10000 (97.39%), best:    9747/10000 (97.47%), error:       907.37830, best error:       846.24164 on epoch:    75, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 48.8949623108s, input_fired_time: 0.7758893371, output_fired_time: 0.5824662447, propagate_forward_time: 17.3705024719, propagate_backward_time: 28.6719894409, weight_update_time: 0.0690687671, other_time: 1.4941139221
epoch time: 3.8392765522s, input_fired_time: 0.0924808979, output_fired_time: 0.0000000000, propagate_forward_time: 3.4784979820, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2682976723
validation[          , genome  6808] predictions:    9714/  10000 (97.14%), best:    9747/10000 (97.47%), error:       914.62726, best error:       846.24164 on epoch:    75, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 48.9702529907s, input_fired_time: 0.7727568746, output_fired_time: 0.5844444036, propagate_forward_time: 17.4035205841, propagate_backward_time: 28.7130069733, weight_update_time: 0.0687820092, other_time: 1.4965209961
epoch time: 3.8331172466s, input_fired_time: 0.0923366398, output_fired_time: 0.0000000000, propagate_forward_time: 3.4744608402, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2663197517
validation[          , genome  6808] predictions:    9747/  10000 (97.47%), best:    9747/10000 (97.47%), error:       884.61890, best error:       846.24164 on epoch:    75, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 48.9912033081s, input_fired_time: 0.7757287621, output_fired_time: 0.5846922398, propagate_forward_time: 17.4129467010, propagate_backward_time: 28.7232360840, weight_update_time: 0.0690494925, other_time: 1.4945964813
epoch time: 3.8336377144s, input_fired_time: 0.0932905674, output_fired_time: 0.0000000000, propagate_forward_time: 3.4742755890, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2660715580
validation[          , genome  6808] predictions:    9729/  10000 (97.29%), best:    9747/10000 (97.47%), error:       924.09186, best error:       846.24164 on epoch:    75, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 48.9316368103s, input_fired_time: 0.7710000873, output_fired_time: 0.5855414867, propagate_forward_time: 17.3873653412, propagate_backward_time: 28.6899700165, weight_update_time: 0.0692171156, other_time: 1.4977607727
epoch time: 3.8429403305s, input_fired_time: 0.0921039879, output_fired_time: 0.0000000000, propagate_forward_time: 3.4804353714, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2704010010
validation[          , genome  6808] predictions:    9680/  10000 (96.80%), best:    9747/10000 (97.47%), error:      1085.02539, best error:       846.24164 on epoch:    75, 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: 19.2223320007s, input_fired_time: 0.4553948641, output_fired_time: 0.0000000000, propagate_forward_time: 17.3740215302, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3929157257
best training[          , genome  6808] predictions:   49476/  50000 (98.95%), best:    9747/10000 (97.47%), error:      2062.47998, best error:       846.24164 on epoch:    75, 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: 3.8385078907s, input_fired_time: 0.0905264765, output_fired_time: 0.0000000000, propagate_forward_time: 3.4819705486, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2660107613
   testing[          , genome  6808] predictions:    9774/  10000 (97.74%), best:    9747/10000 (97.47%), error:       706.99512, best error:       846.24164 on epoch:    75, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
18:08:50 (9852): called boinc_finish(0)

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