Nameexact_genome_1512568488_45_2958_1
Workunit2586005
Created7 Dec 2017, 2:21:19 UTC
Sent7 Dec 2017, 2:23:10 UTC
Report deadline10 Dec 2017, 14:35:18 UTC
Received7 Dec 2017, 4:13:42 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID49051
Run time1 hours 50 min 6 sec
CPU time1 hours 49 min 45 sec
Validate stateValid
Credit877.11
Device peak FLOPS1.56 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size151.16 MB
Peak swap size155.76 MB
Peak disk usage1.45 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.0603412651, output_fired_time: 0.0000000000, propagate_forward_time: 4.5524139404, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4009795189
validation[          , genome  2958] predictions:    9480/  10000 (94.80%), best:    9474/10000 (94.74%), error:      1784.38806, best error:      1763.43384 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 59.7340583801s, input_fired_time: 0.4859160185, output_fired_time: 0.4538393319, propagate_forward_time: 22.6172981262, propagate_backward_time: 33.8982925415, weight_update_time: 0.1118168086, other_time: 2.2787132263
epoch time: 5.0547742844s, input_fired_time: 0.0598487109, output_fired_time: 0.0000000000, propagate_forward_time: 4.5972676277, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3976578712
validation[          , genome  2958] predictions:    9459/  10000 (94.59%), best:    9474/10000 (94.74%), error:      1831.37781, best error:      1763.43384 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 60.3048286438s, input_fired_time: 0.4874970317, output_fired_time: 0.4577593207, propagate_forward_time: 22.8474693298, propagate_backward_time: 34.2230148315, weight_update_time: 0.1124025136, other_time: 2.2890892029
epoch time: 5.0135293007s, input_fired_time: 0.0601656400, output_fired_time: 0.0000000000, propagate_forward_time: 4.5432910919, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4100728035
validation[          , genome  2958] predictions:    9472/  10000 (94.72%), best:    9474/10000 (94.74%), error:      1792.45056, best error:      1763.43384 on epoch:    12, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 60.1778335571s, input_fired_time: 0.4890855551, output_fired_time: 0.4559732080, propagate_forward_time: 22.7819862366, propagate_backward_time: 34.1346359253, weight_update_time: 0.1125530824, other_time: 2.3161506653
epoch time: 5.0680456161s, input_fired_time: 0.0618839152, output_fired_time: 0.0000000000, propagate_forward_time: 4.5931663513, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4129953384
validation[          , genome  2958] predictions:    9476/  10000 (94.76%), best:    9474/10000 (94.74%), error:      1788.16040, best error:      1763.43384 on epoch:    12, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 60.3319435120s, input_fired_time: 0.4878644347, output_fired_time: 0.4568125010, propagate_forward_time: 22.8628559113, propagate_backward_time: 34.2407875061, weight_update_time: 0.1120804772, other_time: 2.2836189270
epoch time: 5.0592436790s, input_fired_time: 0.0604579896, output_fired_time: 0.0000000000, propagate_forward_time: 4.5927438736, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4060416222
validation[          , genome  2958] predictions:    9499/  10000 (94.99%), best:    9499/10000 (94.99%), error:      1687.41211, best error:      1687.41211 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 59.9636192322s, input_fired_time: 0.4882868528, output_fired_time: 0.4542842507, propagate_forward_time: 22.7510261536, propagate_backward_time: 33.9817619324, weight_update_time: 0.1116124988, other_time: 2.2882614136
epoch time: 4.9608321190s, input_fired_time: 0.0599623770, output_fired_time: 0.0000000000, propagate_forward_time: 4.4974212646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4034485817
validation[          , genome  2958] predictions:    9453/  10000 (94.53%), best:    9499/10000 (94.99%), error:      1825.42944, best error:      1687.41211 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 59.9600067139s, input_fired_time: 0.4872977138, output_fired_time: 0.4547585249, propagate_forward_time: 22.6773605347, propagate_backward_time: 34.0510482788, weight_update_time: 0.1119125336, other_time: 2.2895431519
epoch time: 5.0183191299s, input_fired_time: 0.0600760505, output_fired_time: 0.0000000000, propagate_forward_time: 4.5465722084, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4116706848
validation[          , genome  2958] predictions:    9432/  10000 (94.32%), best:    9499/10000 (94.99%), error:      1844.06970, best error:      1687.41211 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 60.2507820129s, input_fired_time: 0.4874742925, output_fired_time: 0.4561633468, propagate_forward_time: 22.7874622345, propagate_backward_time: 34.2346572876, weight_update_time: 0.1121260226, other_time: 2.2850265503
epoch time: 4.9965853691s, input_fired_time: 0.0609372407, output_fired_time: 0.0000000000, propagate_forward_time: 4.5328664780, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4027814865
validation[          , genome  2958] predictions:    9466/  10000 (94.66%), best:    9499/10000 (94.99%), error:      1733.72852, best error:      1687.41211 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 59.2803878784s, input_fired_time: 0.4878357649, output_fired_time: 0.4496745765, propagate_forward_time: 22.4606552124, propagate_backward_time: 33.5903701782, weight_update_time: 0.1109719723, other_time: 2.2918548584
epoch time: 5.0496439934s, input_fired_time: 0.0606351644, output_fired_time: 0.0000000000, propagate_forward_time: 4.5799970627, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4090118408
validation[          , genome  2958] predictions:    9146/  10000 (91.46%), best:    9499/10000 (94.99%), error:      2734.99219, best error:      1687.41211 on epoch:    18, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 60.1482887268s, input_fired_time: 0.4895480573, output_fired_time: 0.4564765394, propagate_forward_time: 22.7476100922, propagate_backward_time: 34.1634216309, weight_update_time: 0.1122448146, other_time: 2.2912292480
epoch time: 5.0113248825s, input_fired_time: 0.0605184212, output_fired_time: 0.0000000000, propagate_forward_time: 4.5508775711, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3999290466
validation[          , genome  2958] predictions:    9502/  10000 (95.02%), best:    9499/10000 (94.99%), error:      1710.57324, best error:      1687.41211 on epoch:    18, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 60.1885833740s, input_fired_time: 0.4908136129, output_fired_time: 0.4580345750, propagate_forward_time: 22.7442245483, propagate_backward_time: 34.1935348511, weight_update_time: 0.1125632897, other_time: 2.3019752502
epoch time: 5.0503644943s, input_fired_time: 0.0607109368, output_fired_time: 0.0000000000, propagate_forward_time: 4.5797104836, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4099431038
validation[          , genome  2958] predictions:    9371/  10000 (93.71%), best:    9499/10000 (94.99%), error:      2059.45459, best error:      1687.41211 on epoch:    18, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 59.8092727661s, input_fired_time: 0.4883146584, output_fired_time: 0.4530425072, propagate_forward_time: 22.6592292786, propagate_backward_time: 33.9148101807, weight_update_time: 0.1113652140, other_time: 2.2938766479
epoch time: 4.9753870964s, input_fired_time: 0.0607267991, output_fired_time: 0.0000000000, propagate_forward_time: 4.5099306107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4047298431
validation[          , genome  2958] predictions:    9495/  10000 (94.95%), best:    9495/10000 (94.95%), error:      1682.41895, best error:      1682.41895 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 59.2958297729s, input_fired_time: 0.4847320020, output_fired_time: 0.4478835464, propagate_forward_time: 22.4143962860, propagate_backward_time: 33.6773529053, weight_update_time: 0.1108691320, other_time: 2.2714614868
epoch time: 5.0266127586s, input_fired_time: 0.0605025329, output_fired_time: 0.0000000000, propagate_forward_time: 4.5617413521, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4043688774
validation[          , genome  2958] predictions:    9493/  10000 (94.93%), best:    9495/10000 (94.95%), error:      1759.31787, best error:      1682.41895 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 59.4396400452s, input_fired_time: 0.4863820076, output_fired_time: 0.4506708682, propagate_forward_time: 22.4740924835, propagate_backward_time: 33.7531089783, weight_update_time: 0.1112776175, other_time: 2.2753868103
epoch time: 5.0760674477s, input_fired_time: 0.0621127747, output_fired_time: 0.0000000000, propagate_forward_time: 4.5963063240, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4176483154
validation[          , genome  2958] predictions:    9487/  10000 (94.87%), best:    9495/10000 (94.95%), error:      1728.62268, best error:      1682.41895 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 59.1217880249s, input_fired_time: 0.4861947894, output_fired_time: 0.4488312900, propagate_forward_time: 22.3575077057, propagate_backward_time: 33.5720367432, weight_update_time: 0.1104512736, other_time: 2.2572174072
epoch time: 5.0667085648s, input_fired_time: 0.0617641136, output_fired_time: 0.0000000000, propagate_forward_time: 4.5978612900, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4070830345
validation[          , genome  2958] predictions:    9462/  10000 (94.62%), best:    9495/10000 (94.95%), error:      1789.56775, best error:      1682.41895 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 59.9045219421s, input_fired_time: 0.4895683229, output_fired_time: 0.4544925690, propagate_forward_time: 22.6790828705, propagate_backward_time: 34.0030670166, weight_update_time: 0.1118214279, other_time: 2.2783126831
epoch time: 5.0439772606s, input_fired_time: 0.0609546378, output_fired_time: 0.0000000000, propagate_forward_time: 4.5761723518, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4068503380
validation[          , genome  2958] predictions:    9481/  10000 (94.81%), best:    9495/10000 (94.95%), error:      1698.85938, best error:      1682.41895 on epoch:    25, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 59.7228317261s, input_fired_time: 0.4905595779, output_fired_time: 0.4536846876, propagate_forward_time: 22.5989646912, propagate_backward_time: 33.8829574585, weight_update_time: 0.1113713607, other_time: 2.2966651917
epoch time: 5.0673842430s, input_fired_time: 0.0608343184, output_fired_time: 0.0000000000, propagate_forward_time: 4.5994257927, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4071240425
validation[          , genome  2958] predictions:    9498/  10000 (94.98%), best:    9495/10000 (94.95%), error:      1684.64331, best error:      1682.41895 on epoch:    25, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 59.9964942932s, input_fired_time: 0.4890228808, output_fired_time: 0.4549049735, propagate_forward_time: 22.7346305847, propagate_backward_time: 34.0196762085, weight_update_time: 0.1117092595, other_time: 2.2982597351
epoch time: 5.0108294487s, input_fired_time: 0.0606914759, output_fired_time: 0.0000000000, propagate_forward_time: 4.5457310677, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4044070244
validation[          , genome  2958] predictions:    9473/  10000 (94.73%), best:    9495/10000 (94.95%), error:      1767.86523, best error:      1682.41895 on epoch:    25, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 59.2601013184s, input_fired_time: 0.4863460362, output_fired_time: 0.4517063797, propagate_forward_time: 22.4664688110, propagate_backward_time: 33.5894508362, weight_update_time: 0.1106355712, other_time: 2.2661285400
epoch time: 4.8550405502s, input_fired_time: 0.0594334826, output_fired_time: 0.0000000000, propagate_forward_time: 4.3937973976, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4018096924
validation[          , genome  2958] predictions:    9490/  10000 (94.90%), best:    9490/10000 (94.90%), error:      1667.20959, best error:      1667.20959 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 60.1574363708s, input_fired_time: 0.4896494448, output_fired_time: 0.4555033445, propagate_forward_time: 22.8045692444, propagate_backward_time: 34.1241798401, weight_update_time: 0.1118669361, other_time: 2.2835350037
epoch time: 5.0553526878s, input_fired_time: 0.0614891797, output_fired_time: 0.0000000000, propagate_forward_time: 4.5886673927, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4051961899
validation[          , genome  2958] predictions:    9489/  10000 (94.89%), best:    9490/10000 (94.90%), error:      1724.24695, best error:      1667.20959 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 60.1404533386s, input_fired_time: 0.4899032712, output_fired_time: 0.4558543265, propagate_forward_time: 22.7940158844, propagate_backward_time: 34.1348037720, weight_update_time: 0.1115909442, other_time: 2.2658767700
epoch time: 5.0320453644s, input_fired_time: 0.0609408244, output_fired_time: 0.0000000000, propagate_forward_time: 4.5711364746, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3999681473
validation[          , genome  2958] predictions:    9487/  10000 (94.87%), best:    9490/10000 (94.90%), error:      1689.59521, best error:      1667.20959 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 59.9960060120s, input_fired_time: 0.4902147353, output_fired_time: 0.4545771480, propagate_forward_time: 22.6764774323, propagate_backward_time: 34.0735740662, weight_update_time: 0.1119816303, other_time: 2.3011589050
epoch time: 4.9558405876s, input_fired_time: 0.0595743097, output_fired_time: 0.0000000000, propagate_forward_time: 4.5022101402, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3940563202
validation[          , genome  2958] predictions:    9492/  10000 (94.92%), best:    9490/10000 (94.90%), error:      1685.96545, best error:      1667.20959 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 59.8808631897s, input_fired_time: 0.4913250506, output_fired_time: 0.4531511366, propagate_forward_time: 22.7245693207, propagate_backward_time: 33.9411468506, weight_update_time: 0.1109361425, other_time: 2.2706680298
epoch time: 5.0541005135s, input_fired_time: 0.0603699274, output_fired_time: 0.0000000000, propagate_forward_time: 4.5976543427, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3960762024
validation[          , genome  2958] predictions:    9476/  10000 (94.76%), best:    9490/10000 (94.90%), error:      1781.01868, best error:      1667.20959 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 60.2227096558s, input_fired_time: 0.4918717742, output_fired_time: 0.4555827975, propagate_forward_time: 22.7881851196, propagate_backward_time: 34.1977272034, weight_update_time: 0.1121388152, other_time: 2.2893447876
epoch time: 4.6249976158s, input_fired_time: 0.0577275157, output_fired_time: 0.0000000000, propagate_forward_time: 4.1825575829, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3847126961
validation[          , genome  2958] predictions:    9484/  10000 (94.84%), best:    9490/10000 (94.90%), error:      1724.67480, best error:      1667.20959 on epoch:    32, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 59.0393753052s, input_fired_time: 0.4860040843, output_fired_time: 0.4490882754, propagate_forward_time: 22.3216304779, propagate_backward_time: 33.5035438538, weight_update_time: 0.1105060354, other_time: 2.2791099548
epoch time: 4.9816927910s, input_fired_time: 0.0600146130, output_fired_time: 0.0000000000, propagate_forward_time: 4.5262050629, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3954730034
validation[          , genome  2958] predictions:    9504/  10000 (95.04%), best:    9490/10000 (94.90%), error:      1688.53320, best error:      1667.20959 on epoch:    32, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 60.0214805603s, input_fired_time: 0.4912642539, output_fired_time: 0.4545997381, propagate_forward_time: 22.6949501038, propagate_backward_time: 34.0691909790, weight_update_time: 0.1125673428, other_time: 2.3114738464
epoch time: 5.0405035019s, input_fired_time: 0.0605849698, output_fired_time: 0.0000000000, propagate_forward_time: 4.5782856941, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4016327858
validation[          , genome  2958] predictions:    9497/  10000 (94.97%), best:    9490/10000 (94.90%), error:      1680.50525, best error:      1667.20959 on epoch:    32, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 59.8034057617s, input_fired_time: 0.4895153344, output_fired_time: 0.4540795088, propagate_forward_time: 22.5424613953, propagate_backward_time: 34.0029563904, weight_update_time: 0.1115116328, other_time: 2.3143920898
epoch time: 5.0859427452s, input_fired_time: 0.0623053014, output_fired_time: 0.0000000000, propagate_forward_time: 4.6116905212, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4119467735
validation[          , genome  2958] predictions:    9497/  10000 (94.97%), best:    9490/10000 (94.90%), error:      1674.35266, best error:      1667.20959 on epoch:    32, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 60.1553611755s, input_fired_time: 0.4927761853, output_fired_time: 0.4558023512, propagate_forward_time: 22.7363052368, propagate_backward_time: 34.1410980225, weight_update_time: 0.1126298755, other_time: 2.3293800354
epoch time: 5.0020694733s, input_fired_time: 0.0614180043, output_fired_time: 0.0000000000, propagate_forward_time: 4.5363879204, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4042634964
validation[          , genome  2958] predictions:    9503/  10000 (95.03%), best:    9503/10000 (95.03%), error:      1653.38049, best error:      1653.38049 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 59.4173240662s, input_fired_time: 0.4869434834, output_fired_time: 0.4510480165, propagate_forward_time: 22.4619674683, propagate_backward_time: 33.7659454346, weight_update_time: 0.1104640588, other_time: 2.2514190674
epoch time: 4.3465046883s, input_fired_time: 0.0557214618, output_fired_time: 0.0000000000, propagate_forward_time: 3.9100928307, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3806905746
validation[          , genome  2958] predictions:    9506/  10000 (95.06%), best:    9503/10000 (95.03%), error:      1696.91504, best error:      1653.38049 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 59.6813354492s, input_fired_time: 0.4882061779, output_fired_time: 0.4508462548, propagate_forward_time: 22.5694675446, propagate_backward_time: 33.9024124146, weight_update_time: 0.1115904823, other_time: 2.2704010010
epoch time: 4.9722824097s, input_fired_time: 0.0622233935, output_fired_time: 0.0000000000, propagate_forward_time: 4.5032000542, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4068589211
validation[          , genome  2958] predictions:    9502/  10000 (95.02%), best:    9503/10000 (95.03%), error:      1658.27734, best error:      1653.38049 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 60.0349617004s, input_fired_time: 0.4928331375, output_fired_time: 0.4557418227, propagate_forward_time: 22.6674709320, propagate_backward_time: 34.0982894897, weight_update_time: 0.1127153784, other_time: 2.3206253052
epoch time: 5.0456256866s, input_fired_time: 0.0610826388, output_fired_time: 0.0000000000, propagate_forward_time: 4.5866589546, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3978838921
validation[          , genome  2958] predictions:    9507/  10000 (95.07%), best:    9503/10000 (95.03%), error:      1681.45837, best error:      1653.38049 on epoch:    41, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 60.0685119629s, input_fired_time: 0.4916847050, output_fired_time: 0.4549266696, propagate_forward_time: 22.7213954926, propagate_backward_time: 34.1101684570, weight_update_time: 0.1120041758, other_time: 2.2903366089
epoch time: 5.0846562386s, input_fired_time: 0.0615925938, output_fired_time: 0.0000000000, propagate_forward_time: 4.6149649620, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4080986977
validation[          , genome  2958] predictions:    9507/  10000 (95.07%), best:    9507/10000 (95.07%), error:      1623.07666, best error:      1623.07666 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 60.1981010437s, input_fired_time: 0.4919103384, output_fired_time: 0.4578998089, propagate_forward_time: 22.7870140076, propagate_backward_time: 34.1792907715, weight_update_time: 0.1125391871, other_time: 2.2819862366
epoch time: 5.0229997635s, input_fired_time: 0.0631255135, output_fired_time: 0.0000000000, propagate_forward_time: 4.5413293839, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4185447693
validation[          , genome  2958] predictions:    9493/  10000 (94.93%), best:    9507/10000 (95.07%), error:      1666.84558, best error:      1623.07666 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 60.1532745361s, input_fired_time: 0.4922006130, output_fired_time: 0.4557683468, propagate_forward_time: 22.7391338348, propagate_backward_time: 34.1647071838, weight_update_time: 0.1123789623, other_time: 2.3014640808
epoch time: 4.8481807709s, input_fired_time: 0.0608445592, output_fired_time: 0.0000000000, propagate_forward_time: 4.3803434372, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4069929123
validation[          , genome  2958] predictions:    9426/  10000 (94.26%), best:    9507/10000 (95.07%), error:      1862.48474, best error:      1623.07666 on epoch:    45, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 60.1202049255s, input_fired_time: 0.4935771227, output_fired_time: 0.4561585784, propagate_forward_time: 22.7566699982, propagate_backward_time: 34.1147689819, weight_update_time: 0.1124654710, other_time: 2.2990341187
epoch time: 5.0491032600s, input_fired_time: 0.0611978471, output_fired_time: 0.0000000000, propagate_forward_time: 4.5878596306, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4000458717
validation[          , genome  2958] predictions:    9517/  10000 (95.17%), best:    9507/10000 (95.07%), error:      1645.66638, best error:      1623.07666 on epoch:    45, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 59.4223899841s, input_fired_time: 0.4911727607, output_fired_time: 0.4519928396, propagate_forward_time: 22.4862232208, propagate_backward_time: 33.6763038635, weight_update_time: 0.1122443154, other_time: 2.3166999817
epoch time: 5.0084352493s, input_fired_time: 0.0611891337, output_fired_time: 0.0000000000, propagate_forward_time: 4.5398359299, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4074101448
validation[          , genome  2958] predictions:    9514/  10000 (95.14%), best:    9514/10000 (95.14%), error:      1607.58826, best error:      1607.58826 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 59.8324508667s, input_fired_time: 0.4919679165, output_fired_time: 0.4539161623, propagate_forward_time: 22.5718860626, propagate_backward_time: 34.0274391174, weight_update_time: 0.1117317826, other_time: 2.2872428894
epoch time: 5.0458312035s, input_fired_time: 0.0617037080, output_fired_time: 0.0000000000, propagate_forward_time: 4.5812077522, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4029197693
validation[          , genome  2958] predictions:    9535/  10000 (95.35%), best:    9535/10000 (95.35%), error:      1588.10632, best error:      1588.10632 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 58.4864387512s, input_fired_time: 0.4872204363, output_fired_time: 0.4441139996, propagate_forward_time: 22.1012821198, propagate_backward_time: 33.1794929504, weight_update_time: 0.1100447923, other_time: 2.2743263245
epoch time: 5.0350704193s, input_fired_time: 0.0626974776, output_fired_time: 0.0000000000, propagate_forward_time: 4.5560288429, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4163441658
validation[          , genome  2958] predictions:    9467/  10000 (94.67%), best:    9535/10000 (95.35%), error:      1770.44702, best error:      1588.10632 on epoch:    50, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 60.0584754944s, input_fired_time: 0.4939163625, output_fired_time: 0.4541054070, propagate_forward_time: 22.6960124969, propagate_backward_time: 34.1157302856, weight_update_time: 0.1121275574, other_time: 2.2987136841
epoch time: 5.0390467644s, input_fired_time: 0.0620958880, output_fired_time: 0.0000000000, propagate_forward_time: 4.5715503693, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4054002762
validation[          , genome  2958] predictions:    9534/  10000 (95.34%), best:    9535/10000 (95.35%), error:      1602.15100, best error:      1588.10632 on epoch:    50, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 60.3120079041s, input_fired_time: 0.4945293963, output_fired_time: 0.4561969042, propagate_forward_time: 22.7760066986, propagate_backward_time: 34.2739181519, weight_update_time: 0.1127522364, other_time: 2.3113555908
epoch time: 5.0405440331s, input_fired_time: 0.0621092133, output_fired_time: 0.0000000000, propagate_forward_time: 4.5718798637, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4065551758
validation[          , genome  2958] predictions:    9535/  10000 (95.35%), best:    9535/10000 (95.35%), error:      1599.66772, best error:      1588.10632 on epoch:    50, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 59.9694061279s, input_fired_time: 0.4924792349, output_fired_time: 0.4551618695, propagate_forward_time: 22.6858825684, propagate_backward_time: 34.0496101379, weight_update_time: 0.1123436019, other_time: 2.2862739563
epoch time: 5.0671525002s, input_fired_time: 0.0627194867, output_fired_time: 0.0000000000, propagate_forward_time: 4.5855631828, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4188699722
validation[          , genome  2958] predictions:    9495/  10000 (94.95%), best:    9535/10000 (95.35%), error:      1723.46643, best error:      1588.10632 on epoch:    50, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 59.8628692627s, input_fired_time: 0.4960109890, output_fired_time: 0.4547412992, propagate_forward_time: 22.6717281342, propagate_backward_time: 33.9068641663, weight_update_time: 0.1133118123, other_time: 2.3335227966
epoch time: 5.0569067001s, input_fired_time: 0.0628464743, output_fired_time: 0.0000000000, propagate_forward_time: 4.5738415718, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4202184677
validation[          , genome  2958] predictions:    9484/  10000 (94.84%), best:    9535/10000 (95.35%), error:      1764.76611, best error:      1588.10632 on epoch:    50, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 60.4633216858s, input_fired_time: 0.4977205098, output_fired_time: 0.4583317041, propagate_forward_time: 22.8639755249, propagate_backward_time: 34.3080902100, weight_update_time: 0.1141361296, other_time: 2.3352050781
epoch time: 5.0656776428s, input_fired_time: 0.0620887242, output_fired_time: 0.0000000000, propagate_forward_time: 4.5973372459, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4062519073
validation[          , genome  2958] predictions:    9529/  10000 (95.29%), best:    9529/10000 (95.29%), error:      1574.50403, best error:      1574.50403 on epoch:    56, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 59.9977836609s, input_fired_time: 0.4917221069, output_fired_time: 0.4554649591, propagate_forward_time: 22.7233123779, propagate_backward_time: 34.0496215820, weight_update_time: 0.1118654087, other_time: 2.2776641846
epoch time: 5.0404024124s, input_fired_time: 0.0627189800, output_fired_time: 0.0000000000, propagate_forward_time: 4.5642056465, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4134778976
validation[          , genome  2958] predictions:    9522/  10000 (95.22%), best:    9529/10000 (95.29%), error:      1623.33948, best error:      1574.50403 on epoch:    56, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 60.1825675964s, input_fired_time: 0.4932287931, output_fired_time: 0.4562153816, propagate_forward_time: 22.7807655334, propagate_backward_time: 34.1764335632, weight_update_time: 0.1123805195, other_time: 2.2759246826
epoch time: 5.0751194954s, input_fired_time: 0.0623344816, output_fired_time: 0.0000000000, propagate_forward_time: 4.6013131142, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4114718437
validation[          , genome  2958] predictions:    9525/  10000 (95.25%), best:    9529/10000 (95.29%), error:      1624.74756, best error:      1574.50403 on epoch:    56, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 58.9295425415s, input_fired_time: 0.4922325909, output_fired_time: 0.4474539161, propagate_forward_time: 22.2373027802, propagate_backward_time: 33.4332084656, weight_update_time: 0.1117353812, other_time: 2.3193473816
epoch time: 4.8647246361s, input_fired_time: 0.0608804077, output_fired_time: 0.0000000000, propagate_forward_time: 4.4014244080, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4024200439
validation[          , genome  2958] predictions:    9515/  10000 (95.15%), best:    9529/10000 (95.29%), error:      1596.78784, best error:      1574.50403 on epoch:    56, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 60.0509719849s, input_fired_time: 0.4945212007, output_fired_time: 0.4557621181, propagate_forward_time: 22.7609977722, propagate_backward_time: 34.0542716980, weight_update_time: 0.1122535020, other_time: 2.2854194641
epoch time: 5.0505971909s, input_fired_time: 0.0627737790, output_fired_time: 0.0000000000, propagate_forward_time: 4.5771145821, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4107089043
validation[          , genome  2958] predictions:    9503/  10000 (95.03%), best:    9529/10000 (95.29%), error:      1687.91333, best error:      1574.50403 on epoch:    56, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 59.0846214294s, input_fired_time: 0.4922468066, output_fired_time: 0.4474264085, propagate_forward_time: 22.3372249603, propagate_backward_time: 33.4888000488, weight_update_time: 0.1121844351, other_time: 2.3189239502
epoch time: 5.0421409607s, input_fired_time: 0.0622919798, output_fired_time: 0.0000000000, propagate_forward_time: 4.5731439590, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4067049026
validation[          , genome  2958] predictions:    9521/  10000 (95.21%), best:    9529/10000 (95.29%), error:      1610.36499, best error:      1574.50403 on epoch:    56, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 59.9216079712s, input_fired_time: 0.4976312220, output_fired_time: 0.4546214044, propagate_forward_time: 22.6790332794, propagate_backward_time: 33.9698791504, weight_update_time: 0.1127619371, other_time: 2.3204421997
epoch time: 4.9121093750s, input_fired_time: 0.0611650907, output_fired_time: 0.0000000000, propagate_forward_time: 4.4498958588, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4010486603
validation[          , genome  2958] predictions:    9528/  10000 (95.28%), best:    9529/10000 (95.29%), error:      1593.25110, best error:      1574.50403 on epoch:    56, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 60.0439262390s, input_fired_time: 0.4971460700, output_fired_time: 0.4548235238, propagate_forward_time: 22.7229862213, propagate_backward_time: 34.0738182068, weight_update_time: 0.1128515080, other_time: 2.2951545715
epoch time: 4.8381137848s, input_fired_time: 0.0604631118, output_fired_time: 0.0000000000, propagate_forward_time: 4.3754739761, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4021768570
validation[          , genome  2958] predictions:    9533/  10000 (95.33%), best:    9533/10000 (95.33%), error:      1570.18457, best error:      1570.18457 on epoch:    63, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 60.1898689270s, input_fired_time: 0.4968948662, output_fired_time: 0.4566737115, propagate_forward_time: 22.7355232239, propagate_backward_time: 34.2050819397, weight_update_time: 0.1125786453, other_time: 2.2956962585
epoch time: 5.0535945892s, input_fired_time: 0.0629473478, output_fired_time: 0.0000000000, propagate_forward_time: 4.5748991966, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4157481194
validation[          , genome  2958] predictions:    9507/  10000 (95.07%), best:    9533/10000 (95.33%), error:      1667.48962, best error:      1570.18457 on epoch:    63, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 60.3452758789s, input_fired_time: 0.4979601502, output_fired_time: 0.4579539299, propagate_forward_time: 22.8648738861, propagate_backward_time: 34.2060432434, weight_update_time: 0.1134341955, other_time: 2.3184471130
epoch time: 5.0271530151s, input_fired_time: 0.0620651655, output_fired_time: 0.0000000000, propagate_forward_time: 4.5515055656, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4135823250
validation[          , genome  2958] predictions:    9516/  10000 (95.16%), best:    9533/10000 (95.33%), error:      1611.72974, best error:      1570.18457 on epoch:    63, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 60.3567237854s, input_fired_time: 0.4993224144, output_fired_time: 0.4607823193, propagate_forward_time: 22.8579044342, propagate_backward_time: 34.2171020508, weight_update_time: 0.1129723638, other_time: 2.3216171265
epoch time: 5.0334300995s, input_fired_time: 0.0623815656, output_fired_time: 0.0000000000, propagate_forward_time: 4.5581140518, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4129343033
validation[          , genome  2958] predictions:    9549/  10000 (95.49%), best:    9549/10000 (95.49%), error:      1534.47852, best error:      1534.47852 on epoch:    66, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 60.0947570801s, input_fired_time: 0.4947915673, output_fired_time: 0.4562720358, propagate_forward_time: 22.7413825989, propagate_backward_time: 34.1227798462, weight_update_time: 0.1119498685, other_time: 2.2795295715
epoch time: 5.0446543694s, input_fired_time: 0.0620313920, output_fired_time: 0.0000000000, propagate_forward_time: 4.5837049484, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3989181519
validation[          , genome  2958] predictions:    9497/  10000 (94.97%), best:    9549/10000 (95.49%), error:      1639.70557, best error:      1534.47852 on epoch:    66, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 60.2047424316s, input_fired_time: 0.4989635944, output_fired_time: 0.4581363797, propagate_forward_time: 22.7827358246, propagate_backward_time: 34.1465148926, weight_update_time: 0.1129749268, other_time: 2.3183898926
epoch time: 5.0674419403s, input_fired_time: 0.0620237030, output_fired_time: 0.0000000000, propagate_forward_time: 4.6054043770, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4000139236
validation[          , genome  2958] predictions:    9521/  10000 (95.21%), best:    9549/10000 (95.49%), error:      1657.79333, best error:      1534.47852 on epoch:    66, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 60.3233985901s, input_fired_time: 0.5023047328, output_fired_time: 0.4589857161, propagate_forward_time: 22.7742805481, propagate_backward_time: 34.2194786072, weight_update_time: 0.1144536138, other_time: 2.3683509827
epoch time: 5.0733723640s, input_fired_time: 0.0621680878, output_fired_time: 0.0000000000, propagate_forward_time: 4.6070942879, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4041099548
validation[          , genome  2958] predictions:    9543/  10000 (95.43%), best:    9549/10000 (95.49%), error:      1563.19861, best error:      1534.47852 on epoch:    66, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 58.9952812195s, input_fired_time: 0.4950202703, output_fired_time: 0.4488690794, propagate_forward_time: 22.3276615143, propagate_backward_time: 33.3976554871, weight_update_time: 0.1120702326, other_time: 2.3260765076
epoch time: 5.0561842918s, input_fired_time: 0.0635054260, output_fired_time: 0.0000000000, propagate_forward_time: 4.5793404579, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4133381844
validation[          , genome  2958] predictions:    9535/  10000 (95.35%), best:    9535/10000 (95.35%), error:      1519.71448, best error:      1519.71448 on epoch:    70, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 60.1907958984s, input_fired_time: 0.4994385242, output_fired_time: 0.4574968517, propagate_forward_time: 22.7804965973, propagate_backward_time: 34.1020545959, weight_update_time: 0.1141361594, other_time: 2.3513069153
epoch time: 4.9709792137s, input_fired_time: 0.0619724877, output_fired_time: 0.0000000000, propagate_forward_time: 4.4988260269, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4101805687
validation[          , genome  2958] predictions:    9500/  10000 (95.00%), best:    9535/10000 (95.35%), error:      1702.42908, best error:      1519.71448 on epoch:    70, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 60.0143089294s, input_fired_time: 0.4975080490, output_fired_time: 0.4553163052, propagate_forward_time: 22.6792640686, propagate_backward_time: 34.0560264587, weight_update_time: 0.1134167761, other_time: 2.3261947632
epoch time: 4.9194545746s, input_fired_time: 0.0623989962, output_fired_time: 0.0000000000, propagate_forward_time: 4.4464221001, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4106335640
validation[          , genome  2958] predictions:    9544/  10000 (95.44%), best:    9535/10000 (95.35%), error:      1523.42383, best error:      1519.71448 on epoch:    70, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 60.2656860352s, input_fired_time: 0.4989671111, output_fired_time: 0.4574460685, propagate_forward_time: 22.8053722382, propagate_backward_time: 34.1852760315, weight_update_time: 0.1132473275, other_time: 2.3186225891
epoch time: 5.0411667824s, input_fired_time: 0.0625310987, output_fired_time: 0.0000000000, propagate_forward_time: 4.5788855553, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3997502327
validation[          , genome  2958] predictions:    9528/  10000 (95.28%), best:    9535/10000 (95.35%), error:      1601.89600, best error:      1519.71448 on epoch:    70, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 59.6748886108s, input_fired_time: 0.4992393851, output_fired_time: 0.4554177523, propagate_forward_time: 22.5663833618, propagate_backward_time: 33.8132591248, weight_update_time: 0.1133046746, other_time: 2.3405876160
epoch time: 5.0783119202s, input_fired_time: 0.0639498308, output_fired_time: 0.0000000000, propagate_forward_time: 4.5980725288, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4162893295
validation[          , genome  2958] predictions:    9535/  10000 (95.35%), best:    9535/10000 (95.35%), error:      1576.47961, best error:      1519.71448 on epoch:    70, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 59.8945808411s, input_fired_time: 0.4977432787, output_fired_time: 0.4571284354, propagate_forward_time: 22.6198654175, propagate_backward_time: 33.9976501465, weight_update_time: 0.1127701327, other_time: 2.3221969604
epoch time: 5.0774903297s, input_fired_time: 0.0641080439, output_fired_time: 0.0000000000, propagate_forward_time: 4.5970973969, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4162850380
validation[          , genome  2958] predictions:    9537/  10000 (95.37%), best:    9535/10000 (95.35%), error:      1529.64673, best error:      1519.71448 on epoch:    70, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 60.2413139343s, input_fired_time: 0.5015480518, output_fired_time: 0.4572301507, propagate_forward_time: 22.7769603729, propagate_backward_time: 34.1865272522, weight_update_time: 0.1125289649, other_time: 2.3190498352
epoch time: 4.8733248711s, input_fired_time: 0.0614056960, output_fired_time: 0.0000000000, propagate_forward_time: 4.4088983536, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4030208588
validation[          , genome  2958] predictions:    9481/  10000 (94.81%), best:    9535/10000 (95.35%), error:      1770.97314, best error:      1519.71448 on epoch:    70, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 59.9372329712s, input_fired_time: 0.5002895594, output_fired_time: 0.4562307894, propagate_forward_time: 22.6142368317, propagate_backward_time: 34.0473251343, weight_update_time: 0.1125622466, other_time: 2.3191528320
epoch time: 5.0866522789s, input_fired_time: 0.0638054535, output_fired_time: 0.0000000000, propagate_forward_time: 4.6065716743, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4162750244
validation[          , genome  2958] predictions:    9530/  10000 (95.30%), best:    9535/10000 (95.35%), error:      1570.12720, best error:      1519.71448 on epoch:    70, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 59.4304008484s, input_fired_time: 0.4960413277, output_fired_time: 0.4501960576, propagate_forward_time: 22.5035705566, propagate_backward_time: 33.6700973511, weight_update_time: 0.1125586703, other_time: 2.3104972839
epoch time: 4.3507251740s, input_fired_time: 0.0575129725, output_fired_time: 0.0000000000, propagate_forward_time: 3.9066443443, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3865680695
validation[          , genome  2958] predictions:    9532/  10000 (95.32%), best:    9535/10000 (95.35%), error:      1558.09290, best error:      1519.71448 on epoch:    70, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 59.5303230286s, input_fired_time: 0.4995208383, output_fired_time: 0.4525875151, propagate_forward_time: 22.5226135254, propagate_backward_time: 33.7512092590, weight_update_time: 0.1115397960, other_time: 2.3043937683
epoch time: 5.0634622574s, input_fired_time: 0.0626094341, output_fired_time: 0.0000000000, propagate_forward_time: 4.6029119492, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3979406357
validation[          , genome  2958] predictions:    9525/  10000 (95.25%), best:    9535/10000 (95.35%), error:      1584.85583, best error:      1519.71448 on epoch:    70, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 60.4874229431s, input_fired_time: 0.5034443736, output_fired_time: 0.4589453340, propagate_forward_time: 22.9051895142, propagate_backward_time: 34.2869682312, weight_update_time: 0.1130127907, other_time: 2.3328742981
epoch time: 5.0127105713s, input_fired_time: 0.0622315593, output_fired_time: 0.0000000000, propagate_forward_time: 4.5507736206, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3997054100
validation[          , genome  2958] predictions:    9497/  10000 (94.97%), best:    9535/10000 (95.35%), error:      1718.67261, best error:      1519.71448 on epoch:    70, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 60.0225524902s, input_fired_time: 0.4977990985, output_fired_time: 0.4547200203, propagate_forward_time: 22.6635856628, propagate_backward_time: 34.1187248230, weight_update_time: 0.1124644205, other_time: 2.2877235413
epoch time: 4.9045314789s, input_fired_time: 0.0614041798, output_fired_time: 0.0000000000, propagate_forward_time: 4.4335761070, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4095511436
validation[          , genome  2958] predictions:    9535/  10000 (95.35%), best:    9535/10000 (95.35%), error:      1578.50244, best error:      1519.71448 on epoch:    70, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 60.3413696289s, input_fired_time: 0.5018228292, output_fired_time: 0.4575522244, propagate_forward_time: 22.8714370728, propagate_backward_time: 34.2061576843, weight_update_time: 0.1134106368, other_time: 2.3043975830
epoch time: 4.8705315590s, input_fired_time: 0.0621496402, output_fired_time: 0.0000000000, propagate_forward_time: 4.4043679237, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4040141106
validation[          , genome  2958] predictions:    9543/  10000 (95.43%), best:    9535/10000 (95.35%), error:      1553.98682, best error:      1519.71448 on epoch:    70, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 59.9527320862s, input_fired_time: 0.5008914471, output_fired_time: 0.4551444352, propagate_forward_time: 22.6810779572, propagate_backward_time: 34.0093193054, weight_update_time: 0.1135309637, other_time: 2.3063011169
epoch time: 5.0212836266s, input_fired_time: 0.0636963844, output_fired_time: 0.0000000000, propagate_forward_time: 4.5493121147, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4082751274
validation[          , genome  2958] predictions:    9532/  10000 (95.32%), best:    9535/10000 (95.35%), error:      1590.01599, best error:      1519.71448 on epoch:    70, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 60.1685523987s, input_fired_time: 0.5016897321, output_fired_time: 0.4553417563, propagate_forward_time: 22.7768268585, propagate_backward_time: 34.0930061340, weight_update_time: 0.1133671403, other_time: 2.3416862488
epoch time: 4.4990420341s, input_fired_time: 0.0586618967, output_fired_time: 0.0000000000, propagate_forward_time: 4.0473976135, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3929824829
validation[          , genome  2958] predictions:    9516/  10000 (95.16%), best:    9535/10000 (95.35%), error:      1600.00220, best error:      1519.71448 on epoch:    70, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 59.5005760193s, input_fired_time: 0.5003582239, output_fired_time: 0.4527654350, propagate_forward_time: 22.4958591461, propagate_backward_time: 33.7395210266, weight_update_time: 0.1127563119, other_time: 2.3120689392
epoch time: 5.0372686386s, input_fired_time: 0.0632744953, output_fired_time: 0.0000000000, propagate_forward_time: 4.5682735443, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4057207108
validation[          , genome  2958] predictions:    9539/  10000 (95.39%), best:    9535/10000 (95.35%), error:      1543.78516, best error:      1519.71448 on epoch:    70, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 60.0506286621s, input_fired_time: 0.4992133081, output_fired_time: 0.4558660984, propagate_forward_time: 22.6931838989, propagate_backward_time: 34.1078147888, weight_update_time: 0.1122351140, other_time: 2.2945480347
epoch time: 5.0419311523s, input_fired_time: 0.0624906346, output_fired_time: 0.0000000000, propagate_forward_time: 4.5765619278, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4028787613
validation[          , genome  2958] predictions:    9539/  10000 (95.39%), best:    9535/10000 (95.35%), error:      1563.16455, best error:      1519.71448 on epoch:    70, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 59.9327926636s, input_fired_time: 0.5007764101, output_fired_time: 0.4549869895, propagate_forward_time: 22.6131973267, propagate_backward_time: 34.0104980469, weight_update_time: 0.1135473698, other_time: 2.3533325195
epoch time: 5.0750961304s, input_fired_time: 0.0639590770, output_fired_time: 0.0000000000, propagate_forward_time: 4.5944623947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4166746140
validation[          , genome  2958] predictions:    9539/  10000 (95.39%), best:    9535/10000 (95.35%), error:      1521.78149, best error:      1519.71448 on epoch:    70, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 59.7348022461s, input_fired_time: 0.5012892485, output_fired_time: 0.4557532966, propagate_forward_time: 22.6226463318, propagate_backward_time: 33.8428039551, weight_update_time: 0.1126575321, other_time: 2.3123092651
epoch time: 5.0364298820s, input_fired_time: 0.0629969910, output_fired_time: 0.0000000000, propagate_forward_time: 4.5639557838, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4094772339
validation[          , genome  2958] predictions:    9537/  10000 (95.37%), best:    9535/10000 (95.35%), error:      1581.39063, best error:      1519.71448 on epoch:    70, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 59.3393478394s, input_fired_time: 0.5006674528, output_fired_time: 0.4526721835, propagate_forward_time: 22.3991127014, propagate_backward_time: 33.6681518555, weight_update_time: 0.1117906943, other_time: 2.3187446594
epoch time: 5.0327033997s, input_fired_time: 0.0634014830, output_fired_time: 0.0000000000, propagate_forward_time: 4.5517244339, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4175772667
validation[          , genome  2958] predictions:    9531/  10000 (95.31%), best:    9535/10000 (95.35%), error:      1596.55762, best error:      1519.71448 on epoch:    70, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 60.1007690430s, input_fired_time: 0.5033197999, output_fired_time: 0.4571439028, propagate_forward_time: 22.7149982452, propagate_backward_time: 34.1005897522, weight_update_time: 0.1127327383, other_time: 2.3247184753
epoch time: 5.0552096367s, input_fired_time: 0.0630850717, output_fired_time: 0.0000000000, propagate_forward_time: 4.5871706009, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4049539566
validation[          , genome  2958] predictions:    9537/  10000 (95.37%), best:    9535/10000 (95.35%), error:      1542.19226, best error:      1519.71448 on epoch:    70, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 60.1975860596s, input_fired_time: 0.4998853505, output_fired_time: 0.4577416778, propagate_forward_time: 22.7931041718, propagate_backward_time: 34.1609840393, weight_update_time: 0.1123861149, other_time: 2.2858695984
epoch time: 5.0335693359s, input_fired_time: 0.0635100305, output_fired_time: 0.0000000000, propagate_forward_time: 4.5558838844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4141755104
validation[          , genome  2958] predictions:    9523/  10000 (95.23%), best:    9535/10000 (95.35%), error:      1631.62610, best error:      1519.71448 on epoch:    70, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 59.2753334045s, input_fired_time: 0.5028419495, output_fired_time: 0.4507904053, propagate_forward_time: 22.4099922180, propagate_backward_time: 33.5910797119, weight_update_time: 0.1125535890, other_time: 2.3206291199
epoch time: 5.0650100708s, input_fired_time: 0.0646748170, output_fired_time: 0.0000000000, propagate_forward_time: 4.5794415474, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4208936691
validation[          , genome  2958] predictions:    9539/  10000 (95.39%), best:    9535/10000 (95.35%), error:      1587.39929, best error:      1519.71448 on epoch:    70, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 59.2925262451s, input_fired_time: 0.5009557009, output_fired_time: 0.4507437348, propagate_forward_time: 22.3896484375, propagate_backward_time: 33.6163406372, weight_update_time: 0.1126329228, other_time: 2.3348350525
epoch time: 5.0184483528s, input_fired_time: 0.0636093393, output_fired_time: 0.0000000000, propagate_forward_time: 4.5433025360, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4115366936
validation[          , genome  2958] predictions:    9530/  10000 (95.30%), best:    9535/10000 (95.35%), error:      1576.55859, best error:      1519.71448 on epoch:    70, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 59.8341979980s, input_fired_time: 0.5044718981, output_fired_time: 0.4559424520, propagate_forward_time: 22.6541938782, propagate_backward_time: 33.9095802307, weight_update_time: 0.1118336916, other_time: 2.3100090027
epoch time: 5.0282564163s, input_fired_time: 0.0627353713, output_fired_time: 0.0000000000, propagate_forward_time: 4.5685124397, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3970084190
validation[          , genome  2958] predictions:    9542/  10000 (95.42%), best:    9535/10000 (95.35%), error:      1548.78467, best error:      1519.71448 on epoch:    70, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 60.4048957825s, input_fired_time: 0.5079364181, output_fired_time: 0.4601423740, propagate_forward_time: 22.8357620239, propagate_backward_time: 34.2636718750, weight_update_time: 0.1139124036, other_time: 2.3373832703
epoch time: 5.0106315613s, input_fired_time: 0.0632888600, output_fired_time: 0.0000000000, propagate_forward_time: 4.5436892509, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4036536217
validation[          , genome  2958] predictions:    9497/  10000 (94.97%), best:    9535/10000 (95.35%), error:      1643.23413, best error:      1519.71448 on epoch:    70, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 60.1396789551s, input_fired_time: 0.5051509142, output_fired_time: 0.4573452473, propagate_forward_time: 22.7487087250, propagate_backward_time: 34.1062469482, weight_update_time: 0.1131443679, other_time: 2.3222274780
epoch time: 4.9199304581s, input_fired_time: 0.0631644204, output_fired_time: 0.0000000000, propagate_forward_time: 4.4466099739, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4101562500
validation[          , genome  2958] predictions:    9533/  10000 (95.33%), best:    9535/10000 (95.35%), error:      1608.01514, best error:      1519.71448 on epoch:    70, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 59.8239212036s, input_fired_time: 0.5040143728, output_fired_time: 0.4543081522, propagate_forward_time: 22.5817699432, propagate_backward_time: 33.9610977173, weight_update_time: 0.1126267761, other_time: 2.3227310181
epoch time: 5.0333700180s, input_fired_time: 0.0643118024, output_fired_time: 0.0000000000, propagate_forward_time: 4.5563650131, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4126930237
validation[          , genome  2958] predictions:    9526/  10000 (95.26%), best:    9535/10000 (95.35%), error:      1610.09241, best error:      1519.71448 on epoch:    70, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 60.0814971924s, input_fired_time: 0.5008579493, output_fired_time: 0.4553034008, propagate_forward_time: 22.7535495758, propagate_backward_time: 34.0919113159, weight_update_time: 0.1117399633, other_time: 2.2798767090
epoch time: 5.0592794418s, input_fired_time: 0.0641699880, output_fired_time: 0.0000000000, propagate_forward_time: 4.5864810944, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4086284637
validation[          , genome  2958] predictions:    9526/  10000 (95.26%), best:    9535/10000 (95.35%), error:      1616.90613, best error:      1519.71448 on epoch:    70, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 59.2876167297s, input_fired_time: 0.4975695908, output_fired_time: 0.4500508308, propagate_forward_time: 22.4331302643, propagate_backward_time: 33.6550102234, weight_update_time: 0.1105562076, other_time: 2.2518577576
epoch time: 5.0487914085s, input_fired_time: 0.0638551041, output_fired_time: 0.0000000000, propagate_forward_time: 4.5769624710, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4079737663
validation[          , genome  2958] predictions:    9540/  10000 (95.40%), best:    9535/10000 (95.35%), error:      1584.96936, best error:      1519.71448 on epoch:    70, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 59.7652969360s, input_fired_time: 0.5060462356, output_fired_time: 0.4563110471, propagate_forward_time: 22.6023082733, propagate_backward_time: 33.8656120300, weight_update_time: 0.1133364066, other_time: 2.3350181580
epoch time: 4.8431491852s, input_fired_time: 0.0624394231, output_fired_time: 0.0000000000, propagate_forward_time: 4.3741021156, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4066076279
validation[          , genome  2958] predictions:    9535/  10000 (95.35%), best:    9535/10000 (95.35%), error:      1581.06860, best error:      1519.71448 on epoch:    70, 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: 25.2446155548s, input_fired_time: 0.3137754202, output_fired_time: 0.0000000000, propagate_forward_time: 22.7588462830, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1719932556
best training[          , genome  2958] predictions:   48461/  50000 (96.92%), best:    9535/10000 (95.35%), error:      5483.49463, best error:      1519.71448 on epoch:    70, 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: 5.0695438385s, input_fired_time: 0.0625295416, output_fired_time: 0.0000000000, propagate_forward_time: 4.5911326408, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4158816338
   testing[          , genome  2958] predictions:    9548/  10000 (95.48%), best:    9535/10000 (95.35%), error:      1439.63367, best error:      1519.71448 on epoch:    70, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
12:13:19 (4080): called boinc_finish(0)

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