Nameexact_genome_1512568488_43_3831_0
Workunit2590457
Created7 Dec 2017, 6:55:40 UTC
Sent7 Dec 2017, 6:58:49 UTC
Report deadline10 Dec 2017, 22:28:02 UTC
Received7 Dec 2017, 8:55:00 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID49051
Run time1 hours 55 min 41 sec
CPU time1 hours 55 min 15 sec
Validate stateValid
Credit911.33
Device peak FLOPS1.56 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size150.98 MB
Peak swap size155.71 MB
Peak disk usage1.45 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.0627973378, output_fired_time: 0.0000000000, propagate_forward_time: 4.7778344154, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4189429283
validation[          , genome  3831] predictions:    9565/  10000 (95.65%), best:    9565/10000 (95.65%), error:      1469.69519, best error:      1469.69519 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 62.8458061218s, input_fired_time: 0.5028155446, output_fired_time: 0.4670787752, propagate_forward_time: 23.6910114288, propagate_backward_time: 35.8093185425, weight_update_time: 0.1171252504, other_time: 2.3755798340
epoch time: 5.1425108910s, input_fired_time: 0.0618921183, output_fired_time: 0.0000000000, propagate_forward_time: 4.6678466797, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4127721786
validation[          , genome  3831] predictions:    9479/  10000 (94.79%), best:    9565/10000 (95.65%), error:      1766.08545, best error:      1469.69519 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 62.5130996704s, input_fired_time: 0.5009249449, output_fired_time: 0.4623807371, propagate_forward_time: 23.6082248688, propagate_backward_time: 35.5693092346, weight_update_time: 0.1167120859, other_time: 2.3722648621
epoch time: 5.2510166168s, input_fired_time: 0.0628956333, output_fired_time: 0.0000000000, propagate_forward_time: 4.7686238289, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4194970131
validation[          , genome  3831] predictions:    9559/  10000 (95.59%), best:    9565/10000 (95.65%), error:      1502.33154, best error:      1469.69519 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 62.6353874207s, input_fired_time: 0.5033745170, output_fired_time: 0.4647117257, propagate_forward_time: 23.6073493958, propagate_backward_time: 35.6786003113, weight_update_time: 0.1173925474, other_time: 2.3813514709
epoch time: 4.7148108482s, input_fired_time: 0.0586096756, output_fired_time: 0.0000000000, propagate_forward_time: 4.2589120865, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3972892761
validation[          , genome  3831] predictions:    9536/  10000 (95.36%), best:    9565/10000 (95.65%), error:      1551.37781, best error:      1469.69519 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 62.9580421448s, input_fired_time: 0.5068879724, output_fired_time: 0.4661602080, propagate_forward_time: 23.7756481171, propagate_backward_time: 35.8121604919, weight_update_time: 0.1181072742, other_time: 2.3971824646
epoch time: 5.2737941742s, input_fired_time: 0.0634122342, output_fired_time: 0.0000000000, propagate_forward_time: 4.7963671684, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4140148163
validation[          , genome  3831] predictions:    9429/  10000 (94.29%), best:    9565/10000 (95.65%), error:      1811.59668, best error:      1469.69519 on epoch:    14, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 63.1388435364s, input_fired_time: 0.5093322992, output_fired_time: 0.4692534804, propagate_forward_time: 23.8574867249, propagate_backward_time: 35.8945350647, weight_update_time: 0.1185137630, other_time: 2.4082374573
epoch time: 5.0936689377s, input_fired_time: 0.0622566566, output_fired_time: 0.0000000000, propagate_forward_time: 4.6231865883, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4082255363
validation[          , genome  3831] predictions:    9545/  10000 (95.45%), best:    9565/10000 (95.65%), error:      1510.61963, best error:      1469.69519 on epoch:    14, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 63.1818122864s, input_fired_time: 0.5093116164, output_fired_time: 0.4694474638, propagate_forward_time: 23.8425693512, propagate_backward_time: 35.9690628052, weight_update_time: 0.1179388314, other_time: 2.3914184570
epoch time: 5.3037533760s, input_fired_time: 0.0652288124, output_fired_time: 0.0000000000, propagate_forward_time: 4.7999911308, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4385333061
validation[          , genome  3831] predictions:    9526/  10000 (95.26%), best:    9565/10000 (95.65%), error:      1562.40796, best error:      1469.69519 on epoch:    14, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 62.4211387634s, input_fired_time: 0.5067225099, output_fired_time: 0.4644031525, propagate_forward_time: 23.4929924011, propagate_backward_time: 35.5523300171, weight_update_time: 0.1179014593, other_time: 2.4046897888
epoch time: 5.1877717972s, input_fired_time: 0.0637598932, output_fired_time: 0.0000000000, propagate_forward_time: 4.6972813606, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4267306328
validation[          , genome  3831] predictions:    9488/  10000 (94.88%), best:    9565/10000 (95.65%), error:      1624.55298, best error:      1469.69519 on epoch:    14, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 62.8840065002s, input_fired_time: 0.5073121786, output_fired_time: 0.4672701657, propagate_forward_time: 23.7555999756, propagate_backward_time: 35.7614364624, weight_update_time: 0.1184503064, other_time: 2.3923873901
epoch time: 5.2709870338s, input_fired_time: 0.0643712208, output_fired_time: 0.0000000000, propagate_forward_time: 4.7833538055, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4232621193
validation[          , genome  3831] predictions:    9100/  10000 (91.00%), best:    9565/10000 (95.65%), error:      2732.38647, best error:      1469.69519 on epoch:    14, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 62.4414291382s, input_fired_time: 0.5070883632, output_fired_time: 0.4649812579, propagate_forward_time: 23.5690402985, propagate_backward_time: 35.5099143982, weight_update_time: 0.1174764931, other_time: 2.3904075623
epoch time: 5.1826152802s, input_fired_time: 0.0636170432, output_fired_time: 0.0000000000, propagate_forward_time: 4.6996083260, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4193897247
validation[          , genome  3831] predictions:    9566/  10000 (95.66%), best:    9566/10000 (95.66%), error:      1433.81567, best error:      1433.81567 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 63.2805557251s, input_fired_time: 0.5112224817, output_fired_time: 0.4695963562, propagate_forward_time: 23.8815116882, propagate_backward_time: 36.0095443726, weight_update_time: 0.1187559813, other_time: 2.4086799622
epoch time: 5.2567567825s, input_fired_time: 0.0642360449, output_fired_time: 0.0000000000, propagate_forward_time: 4.7722768784, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4202437401
validation[          , genome  3831] predictions:    9562/  10000 (95.62%), best:    9566/10000 (95.66%), error:      1465.67322, best error:      1433.81567 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 62.5303497314s, input_fired_time: 0.5117282867, output_fired_time: 0.4662403762, propagate_forward_time: 23.5826988220, propagate_backward_time: 35.5471191406, weight_update_time: 0.1175261661, other_time: 2.4225654602
epoch time: 5.2404761314s, input_fired_time: 0.0648361072, output_fired_time: 0.0000000000, propagate_forward_time: 4.7549314499, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4207086563
validation[          , genome  3831] predictions:    9566/  10000 (95.66%), best:    9566/10000 (95.66%), error:      1443.32996, best error:      1433.81567 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 62.9701576233s, input_fired_time: 0.5148767829, output_fired_time: 0.4692799747, propagate_forward_time: 23.7643241882, propagate_backward_time: 35.7770996094, weight_update_time: 0.1190693304, other_time: 2.4445762634
epoch time: 5.2694172859s, input_fired_time: 0.0645314530, output_fired_time: 0.0000000000, propagate_forward_time: 4.7776265144, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4272594452
validation[          , genome  3831] predictions:    9555/  10000 (95.55%), best:    9566/10000 (95.66%), error:      1478.01001, best error:      1433.81567 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 62.6044273376s, input_fired_time: 0.5129293799, output_fired_time: 0.4672410786, propagate_forward_time: 23.5751361847, propagate_backward_time: 35.6272239685, weight_update_time: 0.1181528419, other_time: 2.4219017029
epoch time: 5.2338576317s, input_fired_time: 0.0648053661, output_fired_time: 0.0000000000, propagate_forward_time: 4.7508878708, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4181642532
validation[          , genome  3831] predictions:    9531/  10000 (95.31%), best:    9566/10000 (95.66%), error:      1527.52405, best error:      1433.81567 on epoch:    23, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 62.5473213196s, input_fired_time: 0.5122621655, output_fired_time: 0.4638143182, propagate_forward_time: 23.5976390839, propagate_backward_time: 35.5588951111, weight_update_time: 0.1181513071, other_time: 2.4147148132
epoch time: 4.9679555893s, input_fired_time: 0.0617528334, output_fired_time: 0.0000000000, propagate_forward_time: 4.4993968010, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4068059921
validation[          , genome  3831] predictions:    9577/  10000 (95.77%), best:    9577/10000 (95.77%), error:      1425.91907, best error:      1425.91907 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 63.0557708740s, input_fired_time: 0.5185174942, output_fired_time: 0.4709511697, propagate_forward_time: 23.8058223724, propagate_backward_time: 35.8177604675, weight_update_time: 0.1191394627, other_time: 2.4427223206
epoch time: 5.2241559029s, input_fired_time: 0.0645918921, output_fired_time: 0.0000000000, propagate_forward_time: 4.7409491539, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4186148643
validation[          , genome  3831] predictions:    9468/  10000 (94.68%), best:    9577/10000 (95.77%), error:      1798.43713, best error:      1425.91907 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 62.7363090515s, input_fired_time: 0.5150964856, output_fired_time: 0.4670916200, propagate_forward_time: 23.6440582275, propagate_backward_time: 35.6664657593, weight_update_time: 0.1189131439, other_time: 2.4435997009
epoch time: 5.1393146515s, input_fired_time: 0.0652641281, output_fired_time: 0.0000000000, propagate_forward_time: 4.6463661194, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4276843071
validation[          , genome  3831] predictions:    9574/  10000 (95.74%), best:    9577/10000 (95.77%), error:      1467.49438, best error:      1425.91907 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 62.6243705750s, input_fired_time: 0.5125370622, output_fired_time: 0.4662592709, propagate_forward_time: 23.6363029480, propagate_backward_time: 35.5945205688, weight_update_time: 0.1182316765, other_time: 2.4147491455
epoch time: 5.3198275566s, input_fired_time: 0.0672952384, output_fired_time: 0.0000000000, propagate_forward_time: 4.8158411980, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4366912842
validation[          , genome  3831] predictions:    9537/  10000 (95.37%), best:    9577/10000 (95.77%), error:      1589.21167, best error:      1425.91907 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 63.3168487549s, input_fired_time: 0.5186234117, output_fired_time: 0.4702419043, propagate_forward_time: 23.8881454468, propagate_backward_time: 35.9854316711, weight_update_time: 0.1198362857, other_time: 2.4544067383
epoch time: 5.0776681900s, input_fired_time: 0.0627952516, output_fired_time: 0.0000000000, propagate_forward_time: 4.6060433388, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4088296890
validation[          , genome  3831] predictions:    9543/  10000 (95.43%), best:    9577/10000 (95.77%), error:      1468.42871, best error:      1425.91907 on epoch:    28, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 62.8084030151s, input_fired_time: 0.5147994161, output_fired_time: 0.4668911099, propagate_forward_time: 23.6840343475, propagate_backward_time: 35.6829109192, weight_update_time: 0.1196284518, other_time: 2.4597663879
epoch time: 5.2692689896s, input_fired_time: 0.0643527806, output_fired_time: 0.0000000000, propagate_forward_time: 4.7877244949, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4171915054
validation[          , genome  3831] predictions:    9539/  10000 (95.39%), best:    9577/10000 (95.77%), error:      1526.23352, best error:      1425.91907 on epoch:    28, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 63.1295585632s, input_fired_time: 0.5171104074, output_fired_time: 0.4695487320, propagate_forward_time: 23.8225116730, propagate_backward_time: 35.8634529114, weight_update_time: 0.1201635003, other_time: 2.4569358826
epoch time: 5.1415729523s, input_fired_time: 0.0645376220, output_fired_time: 0.0000000000, propagate_forward_time: 4.6571574211, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4198780060
validation[          , genome  3831] predictions:    9538/  10000 (95.38%), best:    9577/10000 (95.77%), error:      1499.94031, best error:      1425.91907 on epoch:    28, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 62.7088356018s, input_fired_time: 0.5155504346, output_fired_time: 0.4672008753, propagate_forward_time: 23.5647964478, propagate_backward_time: 35.7205657959, weight_update_time: 0.1188281924, other_time: 2.4407234192
epoch time: 5.2769718170s, input_fired_time: 0.0665205866, output_fired_time: 0.0000000000, propagate_forward_time: 4.7810859680, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4293651581
validation[          , genome  3831] predictions:    9409/  10000 (94.09%), best:    9577/10000 (95.77%), error:      1914.42664, best error:      1425.91907 on epoch:    28, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 63.0700836182s, input_fired_time: 0.5204898119, output_fired_time: 0.4698947966, propagate_forward_time: 23.7646255493, propagate_backward_time: 35.8510284424, weight_update_time: 0.1201680824, other_time: 2.4640464783
epoch time: 5.2425260544s, input_fired_time: 0.0662420616, output_fired_time: 0.0000000000, propagate_forward_time: 4.7472124100, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4290714264
validation[          , genome  3831] predictions:    9538/  10000 (95.38%), best:    9577/10000 (95.77%), error:      1528.27893, best error:      1425.91907 on epoch:    28, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 62.7556343079s, input_fired_time: 0.5154500604, output_fired_time: 0.4668773115, propagate_forward_time: 23.6637210846, propagate_backward_time: 35.6931152344, weight_update_time: 0.1185475960, other_time: 2.4164733887
epoch time: 4.8353939056s, input_fired_time: 0.0621439889, output_fired_time: 0.0000000000, propagate_forward_time: 4.3689928055, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4042572975
validation[          , genome  3831] predictions:    9593/  10000 (95.93%), best:    9593/10000 (95.93%), error:      1336.43433, best error:      1336.43433 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 63.0310707092s, input_fired_time: 0.5181540251, output_fired_time: 0.4700391889, propagate_forward_time: 23.7896823883, propagate_backward_time: 35.7926445007, weight_update_time: 0.1200605631, other_time: 2.4605522156
epoch time: 5.2231698036s, input_fired_time: 0.0655027181, output_fired_time: 0.0000000000, propagate_forward_time: 4.7357158661, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4219512939
validation[          , genome  3831] predictions:    9605/  10000 (96.05%), best:    9605/10000 (96.05%), error:      1305.06506, best error:      1305.06506 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 63.3041305542s, input_fired_time: 0.5192254782, output_fired_time: 0.4705221057, propagate_forward_time: 23.8792743683, propagate_backward_time: 35.9982986450, weight_update_time: 0.1192658916, other_time: 2.4368057251
epoch time: 5.2445540428s, input_fired_time: 0.0653660148, output_fired_time: 0.0000000000, propagate_forward_time: 4.7579998970, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4211883545
validation[          , genome  3831] predictions:    9574/  10000 (95.74%), best:    9605/10000 (96.05%), error:      1430.68152, best error:      1305.06506 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 62.6619338989s, input_fired_time: 0.5156789422, output_fired_time: 0.4667582214, propagate_forward_time: 23.6241340637, propagate_backward_time: 35.6534767151, weight_update_time: 0.1175056696, other_time: 2.4018859863
epoch time: 4.8561277390s, input_fired_time: 0.0619484261, output_fired_time: 0.0000000000, propagate_forward_time: 4.3886117935, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4055676460
validation[          , genome  3831] predictions:    9600/  10000 (96.00%), best:    9605/10000 (96.05%), error:      1328.99548, best error:      1305.06506 on epoch:    38, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 62.5966758728s, input_fired_time: 0.5131628513, output_fired_time: 0.4651537836, propagate_forward_time: 23.6468772888, propagate_backward_time: 35.5880737305, weight_update_time: 0.1175174862, other_time: 2.3834075928
epoch time: 5.2536768913s, input_fired_time: 0.0653394014, output_fired_time: 0.0000000000, propagate_forward_time: 4.7628083229, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4255290031
validation[          , genome  3831] predictions:    9599/  10000 (95.99%), best:    9605/10000 (96.05%), error:      1350.02405, best error:      1305.06506 on epoch:    38, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 62.7481803894s, input_fired_time: 0.5140352845, output_fired_time: 0.4665049911, propagate_forward_time: 23.6464042664, propagate_backward_time: 35.7031364441, weight_update_time: 0.1182368323, other_time: 2.4181022644
epoch time: 5.2656626701s, input_fired_time: 0.0658570156, output_fired_time: 0.0000000000, propagate_forward_time: 4.7728095055, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4269962311
validation[          , genome  3831] predictions:    9570/  10000 (95.70%), best:    9605/10000 (96.05%), error:      1442.92749, best error:      1305.06506 on epoch:    38, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 62.9823760986s, input_fired_time: 0.5154939890, output_fired_time: 0.4686062932, propagate_forward_time: 23.7386970520, propagate_backward_time: 35.8549156189, weight_update_time: 0.1185337752, other_time: 2.4046630859
epoch time: 5.2615976334s, input_fired_time: 0.0670924857, output_fired_time: 0.0000000000, propagate_forward_time: 4.7534708977, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4410343170
validation[          , genome  3831] predictions:    9580/  10000 (95.80%), best:    9605/10000 (96.05%), error:      1378.07251, best error:      1305.06506 on epoch:    38, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 62.5939826965s, input_fired_time: 0.5152097940, output_fired_time: 0.4663951695, propagate_forward_time: 23.5574016571, propagate_backward_time: 35.6448554993, weight_update_time: 0.1181175038, other_time: 2.4101219177
epoch time: 5.2399964333s, input_fired_time: 0.0669332594, output_fired_time: 0.0000000000, propagate_forward_time: 4.7411141396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4319491386
validation[          , genome  3831] predictions:    9577/  10000 (95.77%), best:    9605/10000 (96.05%), error:      1401.51050, best error:      1305.06506 on epoch:    38, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 63.1368484497s, input_fired_time: 0.5235566497, output_fired_time: 0.4702148438, propagate_forward_time: 23.7550907135, propagate_backward_time: 35.9074592590, weight_update_time: 0.1208449453, other_time: 2.4805259705
epoch time: 5.1713557243s, input_fired_time: 0.0656409711, output_fired_time: 0.0000000000, propagate_forward_time: 4.6870107651, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4187040329
validation[          , genome  3831] predictions:    9472/  10000 (94.72%), best:    9605/10000 (96.05%), error:      1706.49487, best error:      1305.06506 on epoch:    38, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 62.5065498352s, input_fired_time: 0.5185713172, output_fired_time: 0.4653626680, propagate_forward_time: 23.5866031647, propagate_backward_time: 35.4846267700, weight_update_time: 0.1194779202, other_time: 2.4513854980
epoch time: 5.2466001511s, input_fired_time: 0.0674944147, output_fired_time: 0.0000000000, propagate_forward_time: 4.7427110672, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4363946915
validation[          , genome  3831] predictions:    9538/  10000 (95.38%), best:    9605/10000 (96.05%), error:      1466.74756, best error:      1305.06506 on epoch:    38, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 62.8236541748s, input_fired_time: 0.5205691457, output_fired_time: 0.4682351947, propagate_forward_time: 23.6434154510, propagate_backward_time: 35.7057685852, weight_update_time: 0.1207548678, other_time: 2.4856681824
epoch time: 5.2117123604s, input_fired_time: 0.0667458624, output_fired_time: 0.0000000000, propagate_forward_time: 4.7161717415, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4287948608
validation[          , genome  3831] predictions:    9594/  10000 (95.94%), best:    9605/10000 (96.05%), error:      1347.32043, best error:      1305.06506 on epoch:    38, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 62.4355316162s, input_fired_time: 0.5188294053, output_fired_time: 0.4664203823, propagate_forward_time: 23.5386619568, propagate_backward_time: 35.4552192688, weight_update_time: 0.1191543341, other_time: 2.4564018250
epoch time: 5.2743120193s, input_fired_time: 0.0674063414, output_fired_time: 0.0000000000, propagate_forward_time: 4.7790050507, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4279007912
validation[          , genome  3831] predictions:    9320/  10000 (93.20%), best:    9605/10000 (96.05%), error:      2192.93506, best error:      1305.06506 on epoch:    38, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 62.9610519409s, input_fired_time: 0.5248893499, output_fired_time: 0.4689899385, propagate_forward_time: 23.6343650818, propagate_backward_time: 35.8363304138, weight_update_time: 0.1213431656, other_time: 2.4964752197
epoch time: 5.0673413277s, input_fired_time: 0.0649272352, output_fired_time: 0.0000000000, propagate_forward_time: 4.5865921974, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4158220291
validation[          , genome  3831] predictions:    9577/  10000 (95.77%), best:    9605/10000 (96.05%), error:      1385.98047, best error:      1305.06506 on epoch:    38, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 62.7874565125s, input_fired_time: 0.5219643712, output_fired_time: 0.4699256122, propagate_forward_time: 23.6349372864, propagate_backward_time: 35.6781120300, weight_update_time: 0.1202525645, other_time: 2.4825172424
epoch time: 5.2615060806s, input_fired_time: 0.0674416721, output_fired_time: 0.0000000000, propagate_forward_time: 4.7666554451, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4274091721
validation[          , genome  3831] predictions:    9590/  10000 (95.90%), best:    9605/10000 (96.05%), error:      1353.27295, best error:      1305.06506 on epoch:    38, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 62.9900627136s, input_fired_time: 0.5213514566, output_fired_time: 0.4705757499, propagate_forward_time: 23.7191104889, propagate_backward_time: 35.8361015320, weight_update_time: 0.1197410673, other_time: 2.4429206848
epoch time: 5.1201758385s, input_fired_time: 0.0648688525, output_fired_time: 0.0000000000, propagate_forward_time: 4.6327514648, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4225554466
validation[          , genome  3831] predictions:    9618/  10000 (96.18%), best:    9618/10000 (96.18%), error:      1278.64441, best error:      1278.64441 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 63.2901840210s, input_fired_time: 0.5284007192, output_fired_time: 0.4747851491, propagate_forward_time: 23.8424110413, propagate_backward_time: 35.9171752930, weight_update_time: 0.1227706298, other_time: 2.5274124146
epoch time: 5.2488331795s, input_fired_time: 0.0677355528, output_fired_time: 0.0000000000, propagate_forward_time: 4.7398610115, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4412364960
validation[          , genome  3831] predictions:    9601/  10000 (96.01%), best:    9618/10000 (96.18%), error:      1351.08777, best error:      1278.64441 on epoch:    51, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 62.7375564575s, input_fired_time: 0.5243526101, output_fired_time: 0.4697620273, propagate_forward_time: 23.5907993317, propagate_backward_time: 35.6642074585, weight_update_time: 0.1211511567, other_time: 2.4884338379
epoch time: 5.2500681877s, input_fired_time: 0.0666019842, output_fired_time: 0.0000000000, propagate_forward_time: 4.7600708008, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4233956337
validation[          , genome  3831] predictions:    9548/  10000 (95.48%), best:    9618/10000 (96.18%), error:      1473.85938, best error:      1278.64441 on epoch:    51, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 63.1043052673s, input_fired_time: 0.5278863907, output_fired_time: 0.4726822078, propagate_forward_time: 23.7405986786, propagate_backward_time: 35.8694496155, weight_update_time: 0.1211250201, other_time: 2.4936866760
epoch time: 5.0739789009s, input_fired_time: 0.0649252012, output_fired_time: 0.0000000000, propagate_forward_time: 4.5895605087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4194931984
validation[          , genome  3831] predictions:    9594/  10000 (95.94%), best:    9618/10000 (96.18%), error:      1376.44080, best error:      1278.64441 on epoch:    51, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 63.0006980896s, input_fired_time: 0.5303108692, output_fired_time: 0.4730657339, propagate_forward_time: 23.7377700806, propagate_backward_time: 35.7460517883, weight_update_time: 0.1220844984, other_time: 2.5135002136
epoch time: 5.2901077271s, input_fired_time: 0.0680063963, output_fired_time: 0.0000000000, propagate_forward_time: 4.7756838799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4464173317
validation[          , genome  3831] predictions:    9555/  10000 (95.55%), best:    9618/10000 (96.18%), error:      1497.49719, best error:      1278.64441 on epoch:    51, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 63.1825027466s, input_fired_time: 0.5256620646, output_fired_time: 0.4731922746, propagate_forward_time: 23.8003578186, propagate_backward_time: 35.8956222534, weight_update_time: 0.1210359335, other_time: 2.4876670837
epoch time: 5.3000464439s, input_fired_time: 0.0696048811, output_fired_time: 0.0000000000, propagate_forward_time: 4.7810816765, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4493598938
validation[          , genome  3831] predictions:    9611/  10000 (96.11%), best:    9618/10000 (96.18%), error:      1285.94019, best error:      1278.64441 on epoch:    51, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 63.0260658264s, input_fired_time: 0.5297133923, output_fired_time: 0.4728408456, propagate_forward_time: 23.7258682251, propagate_backward_time: 35.7614097595, weight_update_time: 0.1224848852, other_time: 2.5362358093
epoch time: 5.2604994774s, input_fired_time: 0.0669521987, output_fired_time: 0.0000000000, propagate_forward_time: 4.7605638504, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4329833984
validation[          , genome  3831] predictions:    9598/  10000 (95.98%), best:    9618/10000 (96.18%), error:      1379.81519, best error:      1278.64441 on epoch:    51, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 62.6790542603s, input_fired_time: 0.5250474811, output_fired_time: 0.4694164991, propagate_forward_time: 23.5605773926, propagate_backward_time: 35.6442260742, weight_update_time: 0.1208173037, other_time: 2.4797859192
epoch time: 4.7898488045s, input_fired_time: 0.0615004227, output_fired_time: 0.0000000000, propagate_forward_time: 4.3259830475, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4023652077
validation[          , genome  3831] predictions:    9586/  10000 (95.86%), best:    9618/10000 (96.18%), error:      1385.33313, best error:      1278.64441 on epoch:    51, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 62.9408454895s, input_fired_time: 0.5246918201, output_fired_time: 0.4693378806, propagate_forward_time: 23.6874332428, propagate_backward_time: 35.7957763672, weight_update_time: 0.1201757640, other_time: 2.4636077881
epoch time: 5.2259960175s, input_fired_time: 0.0662215799, output_fired_time: 0.0000000000, propagate_forward_time: 4.7269973755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4327769279
validation[          , genome  3831] predictions:    9469/  10000 (94.69%), best:    9618/10000 (96.18%), error:      1684.25464, best error:      1278.64441 on epoch:    51, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 63.3235435486s, input_fired_time: 0.5372551680, output_fired_time: 0.4769015312, propagate_forward_time: 23.7873420715, propagate_backward_time: 35.9718322754, weight_update_time: 0.1226154715, other_time: 2.5502128601
epoch time: 5.2530198097s, input_fired_time: 0.0672005266, output_fired_time: 0.0000000000, propagate_forward_time: 4.7569580078, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4288611412
validation[          , genome  3831] predictions:    9576/  10000 (95.76%), best:    9618/10000 (96.18%), error:      1393.80615, best error:      1278.64441 on epoch:    51, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 63.1540107727s, input_fired_time: 0.5294915438, output_fired_time: 0.4730033576, propagate_forward_time: 23.7913455963, propagate_backward_time: 35.8509750366, weight_update_time: 0.1225371286, other_time: 2.5091934204
epoch time: 5.2105264664s, input_fired_time: 0.0670100600, output_fired_time: 0.0000000000, propagate_forward_time: 4.7152485847, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4282679558
validation[          , genome  3831] predictions:    9578/  10000 (95.78%), best:    9618/10000 (96.18%), error:      1399.63623, best error:      1278.64441 on epoch:    51, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 63.0094032288s, input_fired_time: 0.5310567021, output_fired_time: 0.4725482464, propagate_forward_time: 23.7158565521, propagate_backward_time: 35.7892074585, weight_update_time: 0.1212785766, other_time: 2.5007324219
epoch time: 5.2428841591s, input_fired_time: 0.0672578514, output_fired_time: 0.0000000000, propagate_forward_time: 4.7485151291, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4271111488
validation[          , genome  3831] predictions:    9551/  10000 (95.51%), best:    9618/10000 (96.18%), error:      1457.88123, best error:      1278.64441 on epoch:    51, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 62.5046157837s, input_fired_time: 0.5267207026, output_fired_time: 0.4685090184, propagate_forward_time: 23.4738712311, propagate_backward_time: 35.5333518982, weight_update_time: 0.1211644560, other_time: 2.5021629333
epoch time: 5.1961636543s, input_fired_time: 0.0659968108, output_fired_time: 0.0000000000, propagate_forward_time: 4.7143602371, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4158067703
validation[          , genome  3831] predictions:    9596/  10000 (95.96%), best:    9618/10000 (96.18%), error:      1339.54407, best error:      1278.64441 on epoch:    51, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 62.4828529358s, input_fired_time: 0.5280876756, output_fired_time: 0.4698197544, propagate_forward_time: 23.4488277435, propagate_backward_time: 35.5429649353, weight_update_time: 0.1202792227, other_time: 2.4931526184
epoch time: 5.3260936737s, input_fired_time: 0.0689771548, output_fired_time: 0.0000000000, propagate_forward_time: 4.8130035400, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4441127777
validation[          , genome  3831] predictions:    9593/  10000 (95.93%), best:    9618/10000 (96.18%), error:      1369.55945, best error:      1278.64441 on epoch:    51, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 62.8534660339s, input_fired_time: 0.5270028710, output_fired_time: 0.4702144265, propagate_forward_time: 23.6081790924, propagate_backward_time: 35.7484283447, weight_update_time: 0.1213195622, other_time: 2.4996414185
epoch time: 5.2228159904s, input_fired_time: 0.0673187897, output_fired_time: 0.0000000000, propagate_forward_time: 4.7289075851, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4265894890
validation[          , genome  3831] predictions:    9536/  10000 (95.36%), best:    9618/10000 (96.18%), error:      1498.80920, best error:      1278.64441 on epoch:    51, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 63.1980209351s, input_fired_time: 0.5303377509, output_fired_time: 0.4724375010, propagate_forward_time: 23.8117198944, propagate_backward_time: 35.8837471008, weight_update_time: 0.1214455143, other_time: 2.4997749329
epoch time: 5.2861437798s, input_fired_time: 0.0706094205, output_fired_time: 0.0000000000, propagate_forward_time: 4.7685933113, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4469408989
validation[          , genome  3831] predictions:    9607/  10000 (96.07%), best:    9618/10000 (96.18%), error:      1306.42847, best error:      1278.64441 on epoch:    51, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 63.3255805969s, input_fired_time: 0.5293693542, output_fired_time: 0.4730502069, propagate_forward_time: 23.8902111053, propagate_backward_time: 35.9470672607, weight_update_time: 0.1217460632, other_time: 2.4858856201
epoch time: 5.2923603058s, input_fired_time: 0.0689684451, output_fired_time: 0.0000000000, propagate_forward_time: 4.7859597206, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4374322891
validation[          , genome  3831] predictions:    9585/  10000 (95.85%), best:    9618/10000 (96.18%), error:      1322.52136, best error:      1278.64441 on epoch:    51, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 63.3051223755s, input_fired_time: 0.5344724655, output_fired_time: 0.4737026691, propagate_forward_time: 23.8435325623, propagate_backward_time: 35.9140777588, weight_update_time: 0.1224961281, other_time: 2.5393371582
epoch time: 5.3010411263s, input_fired_time: 0.0708024353, output_fired_time: 0.0000000000, propagate_forward_time: 4.7838711739, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4463677406
validation[          , genome  3831] predictions:    9605/  10000 (96.05%), best:    9618/10000 (96.18%), error:      1291.08020, best error:      1278.64441 on epoch:    51, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 62.6921920776s, input_fired_time: 0.5266913176, output_fired_time: 0.4693294168, propagate_forward_time: 23.5825424194, propagate_backward_time: 35.6357994080, weight_update_time: 0.1204338223, other_time: 2.4778289795
epoch time: 5.1833820343s, input_fired_time: 0.0659466386, output_fired_time: 0.0000000000, propagate_forward_time: 4.6934137344, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4240217209
validation[          , genome  3831] predictions:    9569/  10000 (95.69%), best:    9618/10000 (96.18%), error:      1411.63623, best error:      1278.64441 on epoch:    51, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 62.8527679443s, input_fired_time: 0.5292977095, output_fired_time: 0.4696466625, propagate_forward_time: 23.6535873413, propagate_backward_time: 35.6911010742, weight_update_time: 0.1216068193, other_time: 2.5091362000
epoch time: 5.2579388618s, input_fired_time: 0.0689141825, output_fired_time: 0.0000000000, propagate_forward_time: 4.7510628700, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4379615784
validation[          , genome  3831] predictions:    9604/  10000 (96.04%), best:    9618/10000 (96.18%), error:      1299.95691, best error:      1278.64441 on epoch:    51, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 63.2605133057s, input_fired_time: 0.5311418772, output_fired_time: 0.4738476276, propagate_forward_time: 23.8037853241, propagate_backward_time: 35.9579391479, weight_update_time: 0.1208756864, other_time: 2.4937973022
epoch time: 5.3251414299s, input_fired_time: 0.0698404089, output_fired_time: 0.0000000000, propagate_forward_time: 4.8097949028, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4455060959
validation[          , genome  3831] predictions:    9601/  10000 (96.01%), best:    9618/10000 (96.18%), error:      1309.77612, best error:      1278.64441 on epoch:    51, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 63.2769050598s, input_fired_time: 0.5358329415, output_fired_time: 0.4720908999, propagate_forward_time: 23.8056430817, propagate_backward_time: 35.9306907654, weight_update_time: 0.1220097691, other_time: 2.5326499939
epoch time: 5.2809491158s, input_fired_time: 0.0674447417, output_fired_time: 0.0000000000, propagate_forward_time: 4.7864775658, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4270267487
validation[          , genome  3831] predictions:    9619/  10000 (96.19%), best:    9618/10000 (96.18%), error:      1349.37952, best error:      1278.64441 on epoch:    51, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 62.9599685669s, input_fired_time: 0.5352864265, output_fired_time: 0.4722028971, propagate_forward_time: 23.6228942871, propagate_backward_time: 35.8006057739, weight_update_time: 0.1215940118, other_time: 2.5289802551
epoch time: 5.2693567276s, input_fired_time: 0.0687528998, output_fired_time: 0.0000000000, propagate_forward_time: 4.7722854614, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4283185005
validation[          , genome  3831] predictions:    9567/  10000 (95.67%), best:    9618/10000 (96.18%), error:      1409.22034, best error:      1278.64441 on epoch:    51, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 63.3068008423s, input_fired_time: 0.5237865448, output_fired_time: 0.4699445367, propagate_forward_time: 23.9259471893, propagate_backward_time: 36.0400695801, weight_update_time: 0.1162794158, other_time: 2.3470535278
epoch time: 5.2210731506s, input_fired_time: 0.0663797781, output_fired_time: 0.0000000000, propagate_forward_time: 4.7405128479, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4141807556
validation[          , genome  3831] predictions:    9618/  10000 (96.18%), best:    9618/10000 (96.18%), error:      1264.97876, best error:      1264.97876 on epoch:    74, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 63.0942916870s, input_fired_time: 0.5243616104, output_fired_time: 0.4676640034, propagate_forward_time: 23.8233051300, propagate_backward_time: 35.9021568298, weight_update_time: 0.1165523157, other_time: 2.3768043518
epoch time: 5.2839131355s, input_fired_time: 0.0677002221, output_fired_time: 0.0000000000, propagate_forward_time: 4.7997541428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4164586067
validation[          , genome  3831] predictions:    9542/  10000 (95.42%), best:    9618/10000 (96.18%), error:      1492.81189, best error:      1264.97876 on epoch:    74, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 63.7703361511s, input_fired_time: 0.5267817378, output_fired_time: 0.4723870158, propagate_forward_time: 24.0963687897, propagate_backward_time: 36.2762069702, weight_update_time: 0.1178308129, other_time: 2.3985900879
epoch time: 5.4235997200s, input_fired_time: 0.0719523877, output_fired_time: 0.0000000000, propagate_forward_time: 4.9043307304, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4473166466
validation[          , genome  3831] predictions:    9557/  10000 (95.57%), best:    9618/10000 (96.18%), error:      1426.76331, best error:      1264.97876 on epoch:    74, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 63.6296958923s, input_fired_time: 0.5322396159, output_fired_time: 0.4690746367, propagate_forward_time: 24.0089378357, propagate_backward_time: 36.1849098206, weight_update_time: 0.1171047762, other_time: 2.4345359802
epoch time: 5.2916216850s, input_fired_time: 0.0673653781, output_fired_time: 0.0000000000, propagate_forward_time: 4.8002300262, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4240264893
validation[          , genome  3831] predictions:    9588/  10000 (95.88%), best:    9618/10000 (96.18%), error:      1364.62708, best error:      1264.97876 on epoch:    74, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 62.9970474243s, input_fired_time: 0.5288335681, output_fired_time: 0.4688350856, propagate_forward_time: 23.7543354034, propagate_backward_time: 35.8429527283, weight_update_time: 0.1167924926, other_time: 2.4020881653
epoch time: 5.2678370476s, input_fired_time: 0.0672896206, output_fired_time: 0.0000000000, propagate_forward_time: 4.7825589180, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4179883003
validation[          , genome  3831] predictions:    9607/  10000 (96.07%), best:    9618/10000 (96.18%), error:      1311.41687, best error:      1264.97876 on epoch:    74, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 64.1938018799s, input_fired_time: 0.5323870778, output_fired_time: 0.4728547037, propagate_forward_time: 24.1316013336, propagate_backward_time: 36.6364021301, weight_update_time: 0.1180816516, other_time: 2.4205589294
epoch time: 5.2817440033s, input_fired_time: 0.0675051659, output_fired_time: 0.0000000000, propagate_forward_time: 4.7901601791, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4240784645
validation[          , genome  3831] predictions:    9518/  10000 (95.18%), best:    9618/10000 (96.18%), error:      1548.86755, best error:      1264.97876 on epoch:    74, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 63.0884552002s, input_fired_time: 0.5320715904, output_fired_time: 0.4678685069, propagate_forward_time: 23.7815895081, propagate_backward_time: 35.9038047791, weight_update_time: 0.1167848110, other_time: 2.4031219482
epoch time: 5.2834792137s, input_fired_time: 0.0670868829, output_fired_time: 0.0000000000, propagate_forward_time: 4.8008174896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4155750275
validation[          , genome  3831] predictions:    9593/  10000 (95.93%), best:    9618/10000 (96.18%), error:      1317.27661, best error:      1264.97876 on epoch:    74, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 62.7758522034s, input_fired_time: 0.5241321325, output_fired_time: 0.4674406648, propagate_forward_time: 23.5874176025, propagate_backward_time: 35.8165054321, weight_update_time: 0.1160776615, other_time: 2.3803558350
epoch time: 5.2641310692s, input_fired_time: 0.0663680136, output_fired_time: 0.0000000000, propagate_forward_time: 4.7859125137, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4118504524
validation[          , genome  3831] predictions:    9625/  10000 (96.25%), best:    9625/10000 (96.25%), error:      1257.74829, best error:      1257.74829 on epoch:    81, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 63.0346679688s, input_fired_time: 0.5268691778, output_fired_time: 0.4679672718, propagate_forward_time: 23.7901382446, propagate_backward_time: 35.8405723572, weight_update_time: 0.1176049635, other_time: 2.4091186523
epoch time: 5.2337918282s, input_fired_time: 0.0665011406, output_fired_time: 0.0000000000, propagate_forward_time: 4.7546148300, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4126758575
validation[          , genome  3831] predictions:    9614/  10000 (96.14%), best:    9625/10000 (96.25%), error:      1287.71924, best error:      1257.74829 on epoch:    81, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 62.9782257080s, input_fired_time: 0.5206198692, output_fired_time: 0.4674033523, propagate_forward_time: 23.7709903717, propagate_backward_time: 35.8648262024, weight_update_time: 0.1157976240, other_time: 2.3543891907
epoch time: 5.2808494568s, input_fired_time: 0.0673141852, output_fired_time: 0.0000000000, propagate_forward_time: 4.7904820442, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4230532646
validation[          , genome  3831] predictions:    9583/  10000 (95.83%), best:    9625/10000 (96.25%), error:      1362.49841, best error:      1257.74829 on epoch:    81, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 62.9230842590s, input_fired_time: 0.5253680944, output_fired_time: 0.4699421227, propagate_forward_time: 23.7255249023, propagate_backward_time: 35.7989845276, weight_update_time: 0.1174893081, other_time: 2.4032630920
epoch time: 5.2770090103s, input_fired_time: 0.0662102923, output_fired_time: 0.0000000000, propagate_forward_time: 4.7952241898, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4155745506
validation[          , genome  3831] predictions:    9607/  10000 (96.07%), best:    9625/10000 (96.25%), error:      1327.84314, best error:      1257.74829 on epoch:    81, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 62.6585083008s, input_fired_time: 0.5259665847, output_fired_time: 0.4661003351, propagate_forward_time: 23.6355781555, propagate_backward_time: 35.6282768250, weight_update_time: 0.1170484722, other_time: 2.4025878906
epoch time: 5.2098760605s, input_fired_time: 0.0665431172, output_fired_time: 0.0000000000, propagate_forward_time: 4.7339601517, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4093728065
validation[          , genome  3831] predictions:    9608/  10000 (96.08%), best:    9625/10000 (96.25%), error:      1308.50806, best error:      1257.74829 on epoch:    81, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 63.0212554932s, input_fired_time: 0.5244408250, output_fired_time: 0.4673063755, propagate_forward_time: 23.7989215851, propagate_backward_time: 35.8499603271, weight_update_time: 0.1166122034, other_time: 2.3806228638
epoch time: 5.2328238487s, input_fired_time: 0.0664366186, output_fired_time: 0.0000000000, propagate_forward_time: 4.7573523521, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4090347290
validation[          , genome  3831] predictions:    9622/  10000 (96.22%), best:    9622/10000 (96.22%), error:      1255.06189, best error:      1255.06189 on epoch:    86, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 62.9372024536s, input_fired_time: 0.5258346200, output_fired_time: 0.4673966467, propagate_forward_time: 23.7545623779, propagate_backward_time: 35.8141288757, weight_update_time: 0.1166664958, other_time: 2.3752822876
epoch time: 5.2236475945s, input_fired_time: 0.0659845099, output_fired_time: 0.0000000000, propagate_forward_time: 4.7522993088, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4053635597
validation[          , genome  3831] predictions:    9606/  10000 (96.06%), best:    9622/10000 (96.22%), error:      1315.07361, best error:      1255.06189 on epoch:    86, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 63.0573654175s, input_fired_time: 0.5276330113, output_fired_time: 0.4696228802, propagate_forward_time: 23.7832775116, propagate_backward_time: 35.8812599182, weight_update_time: 0.1170453951, other_time: 2.3955726624
epoch time: 4.9253225327s, input_fired_time: 0.0637373701, output_fired_time: 0.0000000000, propagate_forward_time: 4.4646444321, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3969407082
validation[          , genome  3831] predictions:    9595/  10000 (95.95%), best:    9622/10000 (96.22%), error:      1312.89539, best error:      1255.06189 on epoch:    86, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 62.8232955933s, input_fired_time: 0.5245066285, output_fired_time: 0.4669988453, propagate_forward_time: 23.6643924713, propagate_backward_time: 35.7922325134, weight_update_time: 0.1160971895, other_time: 2.3751640320
epoch time: 5.2794184685s, input_fired_time: 0.0673638508, output_fired_time: 0.0000000000, propagate_forward_time: 4.7910428047, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4210119247
validation[          , genome  3831] predictions:    9624/  10000 (96.24%), best:    9624/10000 (96.24%), error:      1253.39624, best error:      1253.39624 on epoch:    89, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 62.6899986267s, input_fired_time: 0.5237394571, output_fired_time: 0.4653536379, propagate_forward_time: 23.6275310516, propagate_backward_time: 35.7025451660, weight_update_time: 0.1159932464, other_time: 2.3708267212
epoch time: 5.2747559547s, input_fired_time: 0.0678482056, output_fired_time: 0.0000000000, propagate_forward_time: 4.7849135399, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4219942093
validation[          , genome  3831] predictions:    9620/  10000 (96.20%), best:    9624/10000 (96.24%), error:      1255.23242, best error:      1253.39624 on epoch:    89, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 63.0823478699s, input_fired_time: 0.5262920260, output_fired_time: 0.4684623182, propagate_forward_time: 23.8041973114, propagate_backward_time: 35.8952140808, weight_update_time: 0.1168692559, other_time: 2.3881797791
epoch time: 5.2807345390s, input_fired_time: 0.0683243498, output_fired_time: 0.0000000000, propagate_forward_time: 4.7974805832, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4149293900
validation[          , genome  3831] predictions:    9599/  10000 (95.99%), best:    9624/10000 (96.24%), error:      1308.99683, best error:      1253.39624 on epoch:    89, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 63.2922096252s, input_fired_time: 0.5300093889, output_fired_time: 0.4686155617, propagate_forward_time: 23.9245147705, propagate_backward_time: 35.9589424133, weight_update_time: 0.1182547584, other_time: 2.4101257324
epoch time: 5.1914763451s, input_fired_time: 0.0670156777, output_fired_time: 0.0000000000, propagate_forward_time: 4.7100257874, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4144349098
validation[          , genome  3831] predictions:    9617/  10000 (96.17%), best:    9624/10000 (96.24%), error:      1267.99487, best error:      1253.39624 on epoch:    89, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 62.4959640503s, input_fired_time: 0.5225582719, output_fired_time: 0.4638715088, propagate_forward_time: 23.5616931915, propagate_backward_time: 35.5899353027, weight_update_time: 0.1161279157, other_time: 2.3579025269
epoch time: 5.2566599846s, input_fired_time: 0.0685568005, output_fired_time: 0.0000000000, propagate_forward_time: 4.7553057671, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4327974319
validation[          , genome  3831] predictions:    9584/  10000 (95.84%), best:    9624/10000 (96.24%), error:      1402.48120, best error:      1253.39624 on epoch:    89, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 62.6231117249s, input_fired_time: 0.5245936513, output_fired_time: 0.4654569626, propagate_forward_time: 23.5930633545, propagate_backward_time: 35.6617698669, weight_update_time: 0.1166091412, other_time: 2.3782272339
epoch time: 5.1883807182s, input_fired_time: 0.0667724758, output_fired_time: 0.0000000000, propagate_forward_time: 4.7048974037, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4167108536
validation[          , genome  3831] predictions:    9584/  10000 (95.84%), best:    9624/10000 (96.24%), error:      1361.82751, best error:      1253.39624 on epoch:    89, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 62.7714614868s, input_fired_time: 0.5251893401, output_fired_time: 0.4644884467, propagate_forward_time: 23.6631965637, propagate_backward_time: 35.7580642700, weight_update_time: 0.1158155650, other_time: 2.3605232239
epoch time: 5.2103476524s, input_fired_time: 0.0661416948, output_fired_time: 0.0000000000, propagate_forward_time: 4.7360568047, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4081492424
validation[          , genome  3831] predictions:    9566/  10000 (95.66%), best:    9624/10000 (96.24%), error:      1399.76440, best error:      1253.39624 on epoch:    89, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 62.9753952026s, input_fired_time: 0.5283052325, output_fired_time: 0.4671609998, propagate_forward_time: 23.7547092438, propagate_backward_time: 35.8182830811, weight_update_time: 0.1173285469, other_time: 2.4069366455
epoch time: 5.2562122345s, input_fired_time: 0.0677032769, output_fired_time: 0.0000000000, propagate_forward_time: 4.7668271065, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4216818810
validation[          , genome  3831] predictions:    9596/  10000 (95.96%), best:    9624/10000 (96.24%), error:      1315.79285, best error:      1253.39624 on epoch:    89, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 63.1036567688s, input_fired_time: 0.5289785266, output_fired_time: 0.4687692225, propagate_forward_time: 23.8309230804, propagate_backward_time: 35.8827400208, weight_update_time: 0.1173494905, other_time: 2.3922462463
epoch time: 5.2569918633s, input_fired_time: 0.0670592040, output_fired_time: 0.0000000000, propagate_forward_time: 4.7780218124, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4119110107
validation[          , genome  3831] predictions:    9589/  10000 (95.89%), best:    9624/10000 (96.24%), error:      1390.80640, best error:      1253.39624 on epoch:    89, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 62.7627143860s, input_fired_time: 0.5279763341, output_fired_time: 0.4673819244, propagate_forward_time: 23.6823749542, propagate_backward_time: 35.6702117920, weight_update_time: 0.1176618487, other_time: 2.4147720337
epoch time: 5.2833342552s, input_fired_time: 0.0678148940, output_fired_time: 0.0000000000, propagate_forward_time: 4.7953157425, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4202036858
validation[          , genome  3831] predictions:    9625/  10000 (96.25%), best:    9624/10000 (96.24%), error:      1273.26123, best error:      1253.39624 on epoch:    89, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 62.7094650269s, input_fired_time: 0.5259869099, output_fired_time: 0.4676067829, propagate_forward_time: 23.6130828857, propagate_backward_time: 35.7225723267, weight_update_time: 0.1168472394, other_time: 2.3802185059
epoch time: 5.2431640625s, input_fired_time: 0.0671370104, output_fired_time: 0.0000000000, propagate_forward_time: 4.7631950378, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4128317833
validation[          , genome  3831] predictions:    9592/  10000 (95.92%), best:    9624/10000 (96.24%), error:      1320.66809, best error:      1253.39624 on epoch:    89, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 62.9220275879s, input_fired_time: 0.5392526984, output_fired_time: 0.4670983553, propagate_forward_time: 23.7219142914, propagate_backward_time: 35.7938423157, weight_update_time: 0.1176643968, other_time: 2.3999214172
epoch time: 5.1491160393s, input_fired_time: 0.0678333417, output_fired_time: 0.0000000000, propagate_forward_time: 4.6514601707, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4298224449
validation[          , genome  3831] predictions:    9617/  10000 (96.17%), best:    9624/10000 (96.24%), error:      1257.36353, best error:      1253.39624 on epoch:    89, epoch:  100/100, mu: 0.9870989323, learning_rate: 0.0000740065, weight_decay: 0.0000029603

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 26.4081993103s, input_fired_time: 0.3364120722, output_fired_time: 0.0000000000, propagate_forward_time: 23.8320541382, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2397327423
best training[          , genome  3831] predictions:   48866/  50000 (97.73%), best:    9624/10000 (96.24%), error:      4123.92627, best error:      1253.39624 on epoch:    89, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 5.2030324936s, input_fired_time: 0.0662328452, output_fired_time: 0.0000000000, propagate_forward_time: 4.7163233757, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4204764366
   testing[          , genome  3831] predictions:    9671/  10000 (96.71%), best:    9624/10000 (96.24%), error:      1088.76770, best error:      1253.39624 on epoch:    89, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
16:54:34 (6920): called boinc_finish(0)

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