Nameexact_genome_1517574602_53_18182_2
Workunit2989105
Created9 Feb 2018, 21:22:34 UTC
Sent9 Feb 2018, 21:47:59 UTC
Report deadline18 Mar 2018, 17:14:47 UTC
Received10 Feb 2018, 15:37:30 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID60660
Run time11 hours 35 min 2 sec
CPU time11 hours 24 min 14 sec
Validate stateInitial
Credit0.00
Device peak FLOPS3.48 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size184.26 MB
Peak swap size187.42 MB
Peak disk usage7.09 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
, weight_decay: 0.0002438374

epoch time: 377.2209472656s, input_fired_time: 7.9908313751, output_fired_time: 6.3096256256, propagate_forward_time: 136.1788787842, propagate_backward_time: 219.1330413818, weight_update_time: 0.4030728638, other_time: 7.6085510254
epoch time: 29.6705722809s, input_fired_time: 0.9054378867, output_fired_time: 0.0000000000, propagate_forward_time: 27.3008575439, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4642772675
validation[          , genome 18182] predictions:    9845/  10000 (98.45%), best:    9845/10000 (98.45%), error:       499.57681, best error:       499.57681 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 378.1261291504s, input_fired_time: 8.0932979584, output_fired_time: 6.3471632004, propagate_forward_time: 136.4218597412, propagate_backward_time: 219.5442352295, weight_update_time: 0.4053566158, other_time: 7.7195739746
epoch time: 30.3871383667s, input_fired_time: 0.9408770800, output_fired_time: 0.0000000000, propagate_forward_time: 27.8741378784, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5721225739
validation[          , genome 18182] predictions:    9838/  10000 (98.38%), best:    9845/10000 (98.45%), error:       523.71631, best error:       499.57681 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 387.0372009277s, input_fired_time: 8.4094200134, output_fired_time: 6.5139298439, propagate_forward_time: 139.4741973877, propagate_backward_time: 224.4184875488, weight_update_time: 0.4153088927, other_time: 8.2211761475
epoch time: 30.9210872650s, input_fired_time: 0.9609922767, output_fired_time: 0.0000000000, propagate_forward_time: 28.3383941650, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6217002869
validation[          , genome 18182] predictions:    9839/  10000 (98.39%), best:    9845/10000 (98.45%), error:       499.89294, best error:       499.57681 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 380.9325561523s, input_fired_time: 8.1750822067, output_fired_time: 6.3234424591, propagate_forward_time: 137.5615844727, propagate_backward_time: 221.0929107666, weight_update_time: 0.4116329551, other_time: 7.7795257568
epoch time: 29.6203346252s, input_fired_time: 0.8954501748, output_fired_time: 0.0000000000, propagate_forward_time: 27.3130207062, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4118633270
validation[          , genome 18182] predictions:    9845/  10000 (98.45%), best:    9845/10000 (98.45%), error:       508.65875, best error:       499.57681 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 391.7331237793s, input_fired_time: 8.1698007584, output_fired_time: 6.3289432526, propagate_forward_time: 149.1837463379, propagate_backward_time: 220.2096099854, weight_update_time: 0.4066935778, other_time: 7.8410186768
epoch time: 29.7030067444s, input_fired_time: 0.9329809546, output_fired_time: 0.0000000000, propagate_forward_time: 27.3708171844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3992080688
validation[          , genome 18182] predictions:    9865/  10000 (98.65%), best:    9865/10000 (98.65%), error:       452.65146, best error:       452.65146 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 383.7453918457s, input_fired_time: 8.3404321671, output_fired_time: 6.4344816208, propagate_forward_time: 138.4864196777, propagate_backward_time: 222.3832244873, weight_update_time: 0.4158567786, other_time: 8.1008453369
epoch time: 30.6846237183s, input_fired_time: 0.9563790560, output_fired_time: 0.0000000000, propagate_forward_time: 28.1871128082, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5411319733
validation[          , genome 18182] predictions:    9854/  10000 (98.54%), best:    9865/10000 (98.65%), error:       462.69574, best error:       452.65146 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 384.5923461914s, input_fired_time: 8.2804441452, output_fired_time: 6.4648900032, propagate_forward_time: 138.4124603271, propagate_backward_time: 223.3932647705, weight_update_time: 0.4238332808, other_time: 8.0412597656
epoch time: 29.5864963531s, input_fired_time: 0.9132182598, output_fired_time: 0.0000000000, propagate_forward_time: 27.2725734711, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4007053375
validation[          , genome 18182] predictions:    9817/  10000 (98.17%), best:    9865/10000 (98.65%), error:       586.63623, best error:       452.65146 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 379.6093750000s, input_fired_time: 8.1590709686, output_fired_time: 6.3905925751, propagate_forward_time: 136.9809112549, propagate_backward_time: 220.2551727295, weight_update_time: 0.4092501998, other_time: 7.8236389160
epoch time: 29.8927593231s, input_fired_time: 0.9355207682, output_fired_time: 0.0000000000, propagate_forward_time: 27.3835487366, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5736904144
validation[          , genome 18182] predictions:    9876/  10000 (98.76%), best:    9876/10000 (98.76%), error:       391.97202, best error:       391.97202 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 381.9234008789s, input_fired_time: 8.2689895630, output_fired_time: 6.3798093796, propagate_forward_time: 137.7662506104, propagate_backward_time: 221.4828643799, weight_update_time: 0.4123646319, other_time: 8.0254821777
epoch time: 29.5148715973s, input_fired_time: 0.9063885212, output_fired_time: 0.0000000000, propagate_forward_time: 27.2244224548, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3840599060
validation[          , genome 18182] predictions:    9850/  10000 (98.50%), best:    9876/10000 (98.76%), error:       520.25610, best error:       391.97202 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 403.0655517578s, input_fired_time: 8.6604270935, output_fired_time: 6.8122706413, propagate_forward_time: 145.9135284424, propagate_backward_time: 233.5933532715, weight_update_time: 0.4084261060, other_time: 8.0859832764
epoch time: 29.4499988556s, input_fired_time: 0.9037723541, output_fired_time: 0.0000000000, propagate_forward_time: 27.1451759338, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4010505676
validation[          , genome 18182] predictions:    9846/  10000 (98.46%), best:    9876/10000 (98.76%), error:       482.81558, best error:       391.97202 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 377.9274291992s, input_fired_time: 8.1282672882, output_fired_time: 6.3274612427, propagate_forward_time: 136.2694702148, propagate_backward_time: 219.3639373779, weight_update_time: 0.4065578580, other_time: 7.8383026123
epoch time: 29.4748344421s, input_fired_time: 0.8941717744, output_fired_time: 0.0000000000, propagate_forward_time: 27.1940364838, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3866252899
validation[          , genome 18182] predictions:    9889/  10000 (98.89%), best:    9876/10000 (98.76%), error:       420.16248, best error:       391.97202 on epoch:    22, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 379.4511108398s, input_fired_time: 8.1658191681, output_fired_time: 6.3334574699, propagate_forward_time: 137.0706787109, propagate_backward_time: 220.1130065918, weight_update_time: 0.4064987302, other_time: 7.7681274414
epoch time: 30.9936027527s, input_fired_time: 0.9689171314, output_fired_time: 0.0000000000, propagate_forward_time: 28.4133071899, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6113777161
validation[          , genome 18182] predictions:    9807/  10000 (98.07%), best:    9876/10000 (98.76%), error:       601.15057, best error:       391.97202 on epoch:    22, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 394.6604309082s, input_fired_time: 8.7354040146, output_fired_time: 6.6956696510, propagate_forward_time: 141.3064727783, propagate_backward_time: 229.2984313965, weight_update_time: 0.4268870950, other_time: 8.6244354248
epoch time: 30.0584888458s, input_fired_time: 0.9484797120, output_fired_time: 0.0000000000, propagate_forward_time: 27.5797977448, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5302104950
validation[          , genome 18182] predictions:    9858/  10000 (98.58%), best:    9876/10000 (98.76%), error:       452.32709, best error:       391.97202 on epoch:    22, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 378.5505981445s, input_fired_time: 8.1180210114, output_fired_time: 6.3423104286, propagate_forward_time: 136.6880798340, propagate_backward_time: 219.6616516113, weight_update_time: 0.4068685174, other_time: 7.7405395508
epoch time: 29.7263946533s, input_fired_time: 0.9146834612, output_fired_time: 0.0000000000, propagate_forward_time: 27.3442897797, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4674205780
validation[          , genome 18182] predictions:    9864/  10000 (98.64%), best:    9876/10000 (98.76%), error:       432.64160, best error:       391.97202 on epoch:    22, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 384.2146301270s, input_fired_time: 8.3233852386, output_fired_time: 6.4383106232, propagate_forward_time: 138.5724487305, propagate_backward_time: 222.9099884033, weight_update_time: 0.4112389684, other_time: 7.9704742432
epoch time: 29.8701705933s, input_fired_time: 0.9395015836, output_fired_time: 0.0000000000, propagate_forward_time: 27.3496017456, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5810680389
validation[          , genome 18182] predictions:    9859/  10000 (98.59%), best:    9876/10000 (98.76%), error:       479.78302, best error:       391.97202 on epoch:    22, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 382.9190673828s, input_fired_time: 8.3224554062, output_fired_time: 6.4447960854, propagate_forward_time: 137.9898376465, propagate_backward_time: 222.1074829102, weight_update_time: 0.4122112393, other_time: 8.0545043945
epoch time: 30.5154972076s, input_fired_time: 0.9283021092, output_fired_time: 0.0000000000, propagate_forward_time: 28.0450439453, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5421504974
validation[          , genome 18182] predictions:    9881/  10000 (98.81%), best:    9876/10000 (98.76%), error:       398.86542, best error:       391.97202 on epoch:    22, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 378.6796875000s, input_fired_time: 8.2065439224, output_fired_time: 6.3178920746, propagate_forward_time: 136.6144866943, propagate_backward_time: 219.7303924561, weight_update_time: 0.4079079628, other_time: 7.8103637695
epoch time: 29.5655040741s, input_fired_time: 0.9105892777, output_fired_time: 0.0000000000, propagate_forward_time: 27.2400588989, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4148559570
validation[          , genome 18182] predictions:    9861/  10000 (98.61%), best:    9876/10000 (98.76%), error:       445.92493, best error:       391.97202 on epoch:    22, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 383.5555114746s, input_fired_time: 8.3459424973, output_fired_time: 6.4438467026, propagate_forward_time: 138.0973510742, propagate_backward_time: 222.6180572510, weight_update_time: 0.4150058925, other_time: 8.0503082275
epoch time: 31.0172710419s, input_fired_time: 0.9523542523, output_fired_time: 0.0000000000, propagate_forward_time: 28.5601749420, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5047416687
validation[          , genome 18182] predictions:    9808/  10000 (98.08%), best:    9876/10000 (98.76%), error:       595.75323, best error:       391.97202 on epoch:    22, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 385.1123657227s, input_fired_time: 8.3008022308, output_fired_time: 6.4574680328, propagate_forward_time: 138.9809417725, propagate_backward_time: 223.4564971924, weight_update_time: 0.4132822156, other_time: 7.9166564941
epoch time: 29.9890289307s, input_fired_time: 0.9616136551, output_fired_time: 0.0000000000, propagate_forward_time: 27.4503059387, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5771102905
validation[          , genome 18182] predictions:    9869/  10000 (98.69%), best:    9876/10000 (98.76%), error:       445.90494, best error:       391.97202 on epoch:    22, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 379.3469238281s, input_fired_time: 8.1839580536, output_fired_time: 6.3371500969, propagate_forward_time: 136.9204406738, propagate_backward_time: 219.9930877686, weight_update_time: 0.4226207733, other_time: 7.9122772217
epoch time: 30.4956092834s, input_fired_time: 0.9367579222, output_fired_time: 0.0000000000, propagate_forward_time: 28.0065288544, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5523223877
validation[          , genome 18182] predictions:    9867/  10000 (98.67%), best:    9876/10000 (98.76%), error:       428.18549, best error:       391.97202 on epoch:    22, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 386.2009277344s, input_fired_time: 8.4341077805, output_fired_time: 6.4649229050, propagate_forward_time: 139.1773834229, propagate_backward_time: 223.9553833008, weight_update_time: 0.4140132666, other_time: 8.1691131592
epoch time: 29.6837997437s, input_fired_time: 0.9185786843, output_fired_time: 0.0000000000, propagate_forward_time: 27.3454704285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4197502136
validation[          , genome 18182] predictions:    9870/  10000 (98.70%), best:    9876/10000 (98.76%), error:       420.99350, best error:       391.97202 on epoch:    22, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 388.0867919922s, input_fired_time: 8.4771623611, output_fired_time: 6.5136742592, propagate_forward_time: 139.9786071777, propagate_backward_time: 224.9284515381, weight_update_time: 0.4141176045, other_time: 8.1888885498
epoch time: 29.3716354370s, input_fired_time: 0.9048240781, output_fired_time: 0.0000000000, propagate_forward_time: 27.0731887817, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3936233521
validation[          , genome 18182] predictions:    9860/  10000 (98.60%), best:    9876/10000 (98.76%), error:       446.72250, best error:       391.97202 on epoch:    22, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 378.6916809082s, input_fired_time: 8.1453723907, output_fired_time: 6.3420677185, propagate_forward_time: 136.6663970947, propagate_backward_time: 219.7542572021, weight_update_time: 0.4065543115, other_time: 7.7835693359
epoch time: 29.8120784760s, input_fired_time: 0.9212427139, output_fired_time: 0.0000000000, propagate_forward_time: 27.4473457336, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4434890747
validation[          , genome 18182] predictions:    9859/  10000 (98.59%), best:    9876/10000 (98.76%), error:       429.04761, best error:       391.97202 on epoch:    22, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 382.0823669434s, input_fired_time: 8.3330717087, output_fired_time: 6.3676667213, propagate_forward_time: 137.6811828613, propagate_backward_time: 221.5422668457, weight_update_time: 0.4151655734, other_time: 8.1581726074
epoch time: 30.4238052368s, input_fired_time: 0.9507521391, output_fired_time: 0.0000000000, propagate_forward_time: 27.8871803284, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5858726501
validation[          , genome 18182] predictions:    9873/  10000 (98.73%), best:    9876/10000 (98.76%), error:       434.39572, best error:       391.97202 on epoch:    22, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 390.8501892090s, input_fired_time: 8.5941495895, output_fired_time: 6.5903711319, propagate_forward_time: 140.6873474121, propagate_backward_time: 226.4000396729, weight_update_time: 0.4248374999, other_time: 8.5782928467
epoch time: 30.8482704163s, input_fired_time: 0.9809120297, output_fired_time: 0.0000000000, propagate_forward_time: 28.3087768555, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5585823059
validation[          , genome 18182] predictions:    9879/  10000 (98.79%), best:    9876/10000 (98.76%), error:       406.79800, best error:       391.97202 on epoch:    22, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 380.8650817871s, input_fired_time: 8.2275180817, output_fired_time: 6.3867735863, propagate_forward_time: 137.2912292480, propagate_backward_time: 221.0481414795, weight_update_time: 0.4088294208, other_time: 7.9114227295
epoch time: 29.7209415436s, input_fired_time: 0.9332090616, output_fired_time: 0.0000000000, propagate_forward_time: 27.3773574829, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4103755951
validation[          , genome 18182] predictions:    9855/  10000 (98.55%), best:    9876/10000 (98.76%), error:       469.51804, best error:       391.97202 on epoch:    22, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 379.1405029297s, input_fired_time: 8.1953630447, output_fired_time: 6.3164496422, propagate_forward_time: 136.8896179199, propagate_backward_time: 219.8948822021, weight_update_time: 0.4130652249, other_time: 7.8441925049
epoch time: 29.4998970032s, input_fired_time: 0.9072979689, output_fired_time: 0.0000000000, propagate_forward_time: 27.2077388763, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3848609924
validation[          , genome 18182] predictions:    9875/  10000 (98.75%), best:    9876/10000 (98.76%), error:       413.38925, best error:       391.97202 on epoch:    22, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 381.0177001953s, input_fired_time: 8.2415552139, output_fired_time: 6.4228582382, propagate_forward_time: 137.5002593994, propagate_backward_time: 220.9476928711, weight_update_time: 0.4142174125, other_time: 7.9053497314
epoch time: 29.9318351746s, input_fired_time: 0.9138896465, output_fired_time: 0.0000000000, propagate_forward_time: 27.6196994781, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3982467651
validation[          , genome 18182] predictions:    9872/  10000 (98.72%), best:    9876/10000 (98.76%), error:       425.76761, best error:       391.97202 on epoch:    22, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 378.1285400391s, input_fired_time: 8.1720638275, output_fired_time: 6.3364057541, propagate_forward_time: 136.6229705811, propagate_backward_time: 219.3319549561, weight_update_time: 0.4047570825, other_time: 7.6651611328
epoch time: 29.5212497711s, input_fired_time: 0.9126289487, output_fired_time: 0.0000000000, propagate_forward_time: 27.2021541595, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4064674377
validation[          , genome 18182] predictions:    9839/  10000 (98.39%), best:    9876/10000 (98.76%), error:       518.63391, best error:       391.97202 on epoch:    22, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 378.3670654297s, input_fired_time: 8.1878061295, output_fired_time: 6.3446092606, propagate_forward_time: 136.5876007080, propagate_backward_time: 219.4633941650, weight_update_time: 0.4132850468, other_time: 7.7836608887
epoch time: 29.4443035126s, input_fired_time: 0.9101158977, output_fired_time: 0.0000000000, propagate_forward_time: 27.1465282440, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3876590729
validation[          , genome 18182] predictions:    9878/  10000 (98.78%), best:    9878/10000 (98.78%), error:       384.65326, best error:       384.65326 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 382.1977233887s, input_fired_time: 8.3142757416, output_fired_time: 6.3891949654, propagate_forward_time: 137.9221191406, propagate_backward_time: 221.5211334229, weight_update_time: 0.4118848443, other_time: 8.0510101318
epoch time: 30.0151004791s, input_fired_time: 0.9308465123, output_fired_time: 0.0000000000, propagate_forward_time: 27.6714820862, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4127712250
validation[          , genome 18182] predictions:    9895/  10000 (98.95%), best:    9895/10000 (98.95%), error:       375.57193, best error:       375.57193 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 379.9629821777s, input_fired_time: 8.2871246338, output_fired_time: 6.3908505440, propagate_forward_time: 137.0691528320, propagate_backward_time: 220.2974548340, weight_update_time: 0.4096111059, other_time: 7.9183959961
epoch time: 29.8987960815s, input_fired_time: 0.9172962308, output_fired_time: 0.0000000000, propagate_forward_time: 27.5478515625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4336490631
validation[          , genome 18182] predictions:    9869/  10000 (98.69%), best:    9895/10000 (98.95%), error:       431.35248, best error:       375.57193 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 377.4400939941s, input_fired_time: 8.1025161743, output_fired_time: 6.2758522034, propagate_forward_time: 136.2953796387, propagate_backward_time: 219.0829772949, weight_update_time: 0.4234043062, other_time: 7.6833801270
epoch time: 29.5624752045s, input_fired_time: 0.9166829586, output_fired_time: 0.0000000000, propagate_forward_time: 27.2485275269, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3972644806
validation[          , genome 18182] predictions:    9867/  10000 (98.67%), best:    9895/10000 (98.95%), error:       449.44693, best error:       375.57193 on epoch:    45, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 378.1532897949s, input_fired_time: 8.1841907501, output_fired_time: 6.3179349899, propagate_forward_time: 136.5831146240, propagate_backward_time: 219.3580932617, weight_update_time: 0.4054045081, other_time: 7.7099456787
epoch time: 29.5749530792s, input_fired_time: 0.9141226411, output_fired_time: 0.0000000000, propagate_forward_time: 27.2723464966, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3884830475
validation[          , genome 18182] predictions:    9884/  10000 (98.84%), best:    9895/10000 (98.95%), error:       411.96289, best error:       375.57193 on epoch:    45, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 382.0215454102s, input_fired_time: 8.3718957901, output_fired_time: 6.4096393585, propagate_forward_time: 137.8866119385, propagate_backward_time: 221.3582916260, weight_update_time: 0.4105165303, other_time: 7.9951171875
epoch time: 29.7180461884s, input_fired_time: 0.9359231591, output_fired_time: 0.0000000000, propagate_forward_time: 27.3218955994, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4602279663
validation[          , genome 18182] predictions:    9882/  10000 (98.82%), best:    9895/10000 (98.95%), error:       396.22217, best error:       375.57193 on epoch:    45, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 377.6077575684s, input_fired_time: 8.1277189255, output_fired_time: 6.2965531349, propagate_forward_time: 136.2884368896, propagate_backward_time: 219.3129425049, weight_update_time: 0.4239385724, other_time: 7.5821228027
epoch time: 29.6443138123s, input_fired_time: 0.9232272506, output_fired_time: 0.0000000000, propagate_forward_time: 27.2840137482, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4370727539
validation[          , genome 18182] predictions:    9883/  10000 (98.83%), best:    9895/10000 (98.95%), error:       380.93063, best error:       375.57193 on epoch:    45, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 378.6101989746s, input_fired_time: 8.2516489029, output_fired_time: 6.3463087082, propagate_forward_time: 136.6600036621, propagate_backward_time: 219.5021362305, weight_update_time: 0.4092096388, other_time: 7.8500976563
epoch time: 30.5462474823s, input_fired_time: 0.9822862148, output_fired_time: 0.0000000000, propagate_forward_time: 28.0222930908, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5416679382
validation[          , genome 18182] predictions:    9842/  10000 (98.42%), best:    9895/10000 (98.95%), error:       476.32761, best error:       375.57193 on epoch:    45, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 379.2281188965s, input_fired_time: 8.2023553848, output_fired_time: 6.3430676460, propagate_forward_time: 136.8016815186, propagate_backward_time: 220.0836639404, weight_update_time: 0.4064135253, other_time: 7.7973327637
epoch time: 29.5070552826s, input_fired_time: 0.9154450893, output_fired_time: 0.0000000000, propagate_forward_time: 27.2004432678, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3911666870
validation[          , genome 18182] predictions:    9884/  10000 (98.84%), best:    9895/10000 (98.95%), error:       386.44928, best error:       375.57193 on epoch:    45, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 377.8746948242s, input_fired_time: 8.2140464783, output_fired_time: 6.3167490959, propagate_forward_time: 136.3718414307, propagate_backward_time: 219.2596740723, weight_update_time: 0.4064263403, other_time: 7.7123870850
epoch time: 29.5713691711s, input_fired_time: 0.9180709720, output_fired_time: 0.0000000000, propagate_forward_time: 27.2649230957, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3883743286
validation[          , genome 18182] predictions:    9877/  10000 (98.77%), best:    9895/10000 (98.95%), error:       423.76816, best error:       375.57193 on epoch:    45, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 381.8613891602s, input_fired_time: 8.2701635361, output_fired_time: 6.3588218689, propagate_forward_time: 137.8819885254, propagate_backward_time: 221.5292358398, weight_update_time: 0.4193289876, other_time: 7.8211669922
epoch time: 29.8359317780s, input_fired_time: 0.9457392693, output_fired_time: 0.0000000000, propagate_forward_time: 27.4080219269, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4821701050
validation[          , genome 18182] predictions:    9878/  10000 (98.78%), best:    9895/10000 (98.95%), error:       403.34012, best error:       375.57193 on epoch:    45, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 380.7666625977s, input_fired_time: 8.3000345230, output_fired_time: 6.3374557495, propagate_forward_time: 137.5493469238, propagate_backward_time: 220.6126861572, weight_update_time: 0.4104110301, other_time: 7.9671173096
epoch time: 29.9094924927s, input_fired_time: 0.9480153322, output_fired_time: 0.0000000000, propagate_forward_time: 27.4219818115, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5394954681
validation[          , genome 18182] predictions:    9882/  10000 (98.82%), best:    9895/10000 (98.95%), error:       421.22794, best error:       375.57193 on epoch:    45, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 377.8059997559s, input_fired_time: 8.2202625275, output_fired_time: 6.3062400818, propagate_forward_time: 136.4299316406, propagate_backward_time: 219.0337829590, weight_update_time: 0.4119369388, other_time: 7.8157653809
epoch time: 29.4797515869s, input_fired_time: 0.9081566334, output_fired_time: 0.0000000000, propagate_forward_time: 27.1792850494, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3923091888
validation[          , genome 18182] predictions:    9876/  10000 (98.76%), best:    9895/10000 (98.95%), error:       411.73630, best error:       375.57193 on epoch:    45, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 380.3376770020s, input_fired_time: 8.2318572998, output_fired_time: 6.3662295341, propagate_forward_time: 137.1979217529, propagate_backward_time: 220.6406555176, weight_update_time: 0.4084639251, other_time: 7.9010162354
epoch time: 31.0216369629s, input_fired_time: 0.9539313316, output_fired_time: 0.0000000000, propagate_forward_time: 28.6196422577, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4480628967
validation[          , genome 18182] predictions:    9866/  10000 (98.66%), best:    9895/10000 (98.95%), error:       436.63284, best error:       375.57193 on epoch:    45, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 378.7527160645s, input_fired_time: 8.2470302582, output_fired_time: 6.3623571396, propagate_forward_time: 136.7690734863, propagate_backward_time: 219.5697479248, weight_update_time: 0.4066147804, other_time: 7.8044891357
epoch time: 29.4701423645s, input_fired_time: 0.9106432199, output_fired_time: 0.0000000000, propagate_forward_time: 27.1703605652, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3891391754
validation[          , genome 18182] predictions:    9882/  10000 (98.82%), best:    9895/10000 (98.95%), error:       388.33118, best error:       375.57193 on epoch:    45, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 377.4440002441s, input_fired_time: 8.1370553970, output_fired_time: 6.2729396820, propagate_forward_time: 136.2903442383, propagate_backward_time: 219.1318969727, weight_update_time: 0.4055618942, other_time: 7.6117553711
epoch time: 29.6392879486s, input_fired_time: 0.9238937497, output_fired_time: 0.0000000000, propagate_forward_time: 27.2702560425, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4451389313
validation[          , genome 18182] predictions:    9890/  10000 (98.90%), best:    9895/10000 (98.95%), error:       378.35251, best error:       375.57193 on epoch:    45, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 376.9687194824s, input_fired_time: 8.2059450150, output_fired_time: 6.3549647331, propagate_forward_time: 136.0450592041, propagate_backward_time: 218.7422637939, weight_update_time: 0.4061653316, other_time: 7.6205139160
epoch time: 29.6442432404s, input_fired_time: 0.9169782996, output_fired_time: 0.0000000000, propagate_forward_time: 27.3427028656, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3845615387
validation[          , genome 18182] predictions:    9878/  10000 (98.78%), best:    9895/10000 (98.95%), error:       389.29181, best error:       375.57193 on epoch:    45, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 390.3440856934s, input_fired_time: 8.5735511780, output_fired_time: 6.5381927490, propagate_forward_time: 140.7686004639, propagate_backward_time: 226.3632659912, weight_update_time: 0.4261387587, other_time: 8.1004943848
epoch time: 31.1942844391s, input_fired_time: 1.0096683502, output_fired_time: 0.0000000000, propagate_forward_time: 28.6434135437, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5412025452
validation[          , genome 18182] predictions:    9901/  10000 (99.01%), best:    9901/10000 (99.01%), error:       353.37744, best error:       353.37744 on epoch:    61, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 380.8057556152s, input_fired_time: 8.3309650421, output_fired_time: 6.3467016220, propagate_forward_time: 137.4200134277, propagate_backward_time: 220.8941040039, weight_update_time: 0.4092872143, other_time: 7.8139648438
epoch time: 29.6599426270s, input_fired_time: 0.9298869967, output_fired_time: 0.0000000000, propagate_forward_time: 27.3237152100, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4063396454
validation[          , genome 18182] predictions:    9897/  10000 (98.97%), best:    9897/10000 (98.97%), error:       351.26196, best error:       351.26196 on epoch:    62, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 379.8186035156s, input_fired_time: 8.3384685516, output_fired_time: 6.3887829781, propagate_forward_time: 137.1000671387, propagate_backward_time: 219.8445739746, weight_update_time: 0.4135326445, other_time: 8.1466979980
epoch time: 29.5314788818s, input_fired_time: 0.9159843922, output_fired_time: 0.0000000000, propagate_forward_time: 27.2291736603, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3863201141
validation[          , genome 18182] predictions:    9882/  10000 (98.82%), best:    9897/10000 (98.97%), error:       403.24200, best error:       351.26196 on epoch:    62, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 380.6054687500s, input_fired_time: 8.2962846756, output_fired_time: 6.3366789818, propagate_forward_time: 137.4387817383, propagate_backward_time: 220.6340484619, weight_update_time: 0.4053182602, other_time: 7.8996734619
epoch time: 29.6047439575s, input_fired_time: 0.9316645265, output_fired_time: 0.0000000000, propagate_forward_time: 27.2067165375, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4663619995
validation[          , genome 18182] predictions:    9878/  10000 (98.78%), best:    9897/10000 (98.97%), error:       368.87369, best error:       351.26196 on epoch:    62, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 377.6233825684s, input_fired_time: 8.1905078888, output_fired_time: 6.3019018173, propagate_forward_time: 136.3884277344, propagate_backward_time: 219.1107330322, weight_update_time: 0.4053417146, other_time: 7.6317901611
epoch time: 29.8425006866s, input_fired_time: 0.9472155571, output_fired_time: 0.0000000000, propagate_forward_time: 27.3781757355, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5171089172
validation[          , genome 18182] predictions:    9882/  10000 (98.82%), best:    9897/10000 (98.97%), error:       372.33362, best error:       351.26196 on epoch:    62, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 379.4048461914s, input_fired_time: 8.2733421326, output_fired_time: 6.3249287605, propagate_forward_time: 136.9347534180, propagate_backward_time: 220.1498107910, weight_update_time: 0.4079378545, other_time: 7.7220153809
epoch time: 30.0401268005s, input_fired_time: 0.9594657421, output_fired_time: 0.0000000000, propagate_forward_time: 27.5990848541, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4815769196
validation[          , genome 18182] predictions:    9887/  10000 (98.87%), best:    9897/10000 (98.97%), error:       368.32660, best error:       351.26196 on epoch:    62, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 381.2486877441s, input_fired_time: 8.4049673080, output_fired_time: 6.3725223541, propagate_forward_time: 137.6179809570, propagate_backward_time: 220.7258148193, weight_update_time: 0.4124193788, other_time: 8.1273956299
epoch time: 29.9949874878s, input_fired_time: 0.9587541819, output_fired_time: 0.0000000000, propagate_forward_time: 27.5259475708, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5102863312
validation[          , genome 18182] predictions:    9890/  10000 (98.90%), best:    9897/10000 (98.97%), error:       372.67975, best error:       351.26196 on epoch:    62, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 377.6530456543s, input_fired_time: 8.2233886719, output_fired_time: 6.3301482201, propagate_forward_time: 136.4541473389, propagate_backward_time: 218.8880615234, weight_update_time: 0.4099822640, other_time: 7.7573089600
epoch time: 30.0287513733s, input_fired_time: 0.9740136862, output_fired_time: 0.0000000000, propagate_forward_time: 27.6140670776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4406700134
validation[          , genome 18182] predictions:    9890/  10000 (98.90%), best:    9897/10000 (98.97%), error:       354.01904, best error:       351.26196 on epoch:    62, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 378.3418273926s, input_fired_time: 8.2335700989, output_fired_time: 6.3163809776, propagate_forward_time: 136.6827545166, propagate_backward_time: 219.3992462158, weight_update_time: 0.4037419260, other_time: 7.7098693848
epoch time: 29.6232566833s, input_fired_time: 0.9305569530, output_fired_time: 0.0000000000, propagate_forward_time: 27.2805023193, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4121971130
validation[          , genome 18182] predictions:    9888/  10000 (98.88%), best:    9897/10000 (98.97%), error:       371.32739, best error:       351.26196 on epoch:    62, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 381.4015502930s, input_fired_time: 8.3147611618, output_fired_time: 6.3642859459, propagate_forward_time: 137.5253295898, propagate_backward_time: 221.2775726318, weight_update_time: 0.4157114923, other_time: 7.9196014404
epoch time: 29.4727878571s, input_fired_time: 0.9178894758, output_fired_time: 0.0000000000, propagate_forward_time: 27.1549129486, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3999862671
validation[          , genome 18182] predictions:    9892/  10000 (98.92%), best:    9897/10000 (98.97%), error:       371.09073, best error:       351.26196 on epoch:    62, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 377.8250122070s, input_fired_time: 8.2121572495, output_fired_time: 6.2940802574, propagate_forward_time: 136.3538055420, propagate_backward_time: 219.3410491943, weight_update_time: 0.4152016044, other_time: 7.6239318848
epoch time: 29.6334209442s, input_fired_time: 0.9256905913, output_fired_time: 0.0000000000, propagate_forward_time: 27.3103218079, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3974094391
validation[          , genome 18182] predictions:    9887/  10000 (98.87%), best:    9897/10000 (98.97%), error:       370.70679, best error:       351.26196 on epoch:    62, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 380.7213745117s, input_fired_time: 8.3761596680, output_fired_time: 6.3417997360, propagate_forward_time: 137.5840148926, propagate_backward_time: 220.6247711182, weight_update_time: 0.4061584473, other_time: 7.7946319580
epoch time: 30.0035953522s, input_fired_time: 0.9507781267, output_fired_time: 0.0000000000, propagate_forward_time: 27.5540542603, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4987621307
validation[          , genome 18182] predictions:    9901/  10000 (99.01%), best:    9901/10000 (99.01%), error:       350.61578, best error:       350.61578 on epoch:    72, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 380.0870666504s, input_fired_time: 8.3585319519, output_fired_time: 6.3512001038, propagate_forward_time: 137.0497589111, propagate_backward_time: 220.3561553955, weight_update_time: 0.4107058644, other_time: 7.9714355469
epoch time: 29.7612628937s, input_fired_time: 0.9302265048, output_fired_time: 0.0000000000, propagate_forward_time: 27.4288463593, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4021892548
validation[          , genome 18182] predictions:    9892/  10000 (98.92%), best:    9901/10000 (99.01%), error:       355.89542, best error:       350.61578 on epoch:    72, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 379.7149658203s, input_fired_time: 8.3155212402, output_fired_time: 6.3322520256, propagate_forward_time: 137.0601196289, propagate_backward_time: 220.1279449463, weight_update_time: 0.4095550776, other_time: 7.8791351318
epoch time: 29.7419261932s, input_fired_time: 0.9337465167, output_fired_time: 0.0000000000, propagate_forward_time: 27.3743133545, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4338665009
validation[          , genome 18182] predictions:    9884/  10000 (98.84%), best:    9901/10000 (99.01%), error:       375.24759, best error:       350.61578 on epoch:    72, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 384.4730834961s, input_fired_time: 8.4636802673, output_fired_time: 6.4780592918, propagate_forward_time: 138.6684265137, propagate_backward_time: 222.8169097900, weight_update_time: 0.4145031869, other_time: 8.0460052490
epoch time: 29.8278102875s, input_fired_time: 0.9497969151, output_fired_time: 0.0000000000, propagate_forward_time: 27.4683647156, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4096488953
validation[          , genome 18182] predictions:    9891/  10000 (98.91%), best:    9891/10000 (98.91%), error:       350.01489, best error:       350.01489 on epoch:    75, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 378.4455261230s, input_fired_time: 8.2006568909, output_fired_time: 6.3134059906, propagate_forward_time: 136.7629699707, propagate_backward_time: 219.4272308350, weight_update_time: 0.4076179266, other_time: 7.7412567139
epoch time: 29.8839950562s, input_fired_time: 0.9711822867, output_fired_time: 0.0000000000, propagate_forward_time: 27.4081726074, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5046405792
validation[          , genome 18182] predictions:    9883/  10000 (98.83%), best:    9891/10000 (98.91%), error:       392.55853, best error:       350.01489 on epoch:    75, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 379.8666076660s, input_fired_time: 8.3592967987, output_fired_time: 6.3541836739, propagate_forward_time: 137.2425994873, propagate_backward_time: 219.9288024902, weight_update_time: 0.4103591144, other_time: 7.9817352295
epoch time: 29.8367385864s, input_fired_time: 0.9459646344, output_fired_time: 0.0000000000, propagate_forward_time: 27.4060897827, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4846839905
validation[          , genome 18182] predictions:    9899/  10000 (98.99%), best:    9891/10000 (98.91%), error:       352.77835, best error:       350.01489 on epoch:    75, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 381.2769470215s, input_fired_time: 8.3846855164, output_fired_time: 6.3863520622, propagate_forward_time: 137.5238342285, propagate_backward_time: 220.8320159912, weight_update_time: 0.4355926812, other_time: 8.1500701904
epoch time: 29.6141948700s, input_fired_time: 0.9298430085, output_fired_time: 0.0000000000, propagate_forward_time: 27.2755985260, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4087524414
validation[          , genome 18182] predictions:    9883/  10000 (98.83%), best:    9891/10000 (98.91%), error:       365.67661, best error:       350.01489 on epoch:    75, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 381.5936279297s, input_fired_time: 8.3013267517, output_fired_time: 6.3886370659, propagate_forward_time: 137.9029693604, propagate_backward_time: 221.0490722656, weight_update_time: 0.4094910324, other_time: 7.9516143799
epoch time: 29.6950531006s, input_fired_time: 0.9309783578, output_fired_time: 0.0000000000, propagate_forward_time: 27.3481884003, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4158859253
validation[          , genome 18182] predictions:    9888/  10000 (98.88%), best:    9891/10000 (98.91%), error:       361.62277, best error:       350.01489 on epoch:    75, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 388.1997680664s, input_fired_time: 8.5111131668, output_fired_time: 6.4611768723, propagate_forward_time: 140.0532073975, propagate_backward_time: 225.0261535645, weight_update_time: 0.4221072495, other_time: 8.1481170654
epoch time: 30.4623661041s, input_fired_time: 0.9758077264, output_fired_time: 0.0000000000, propagate_forward_time: 27.8839111328, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6026477814
validation[          , genome 18182] predictions:    9883/  10000 (98.83%), best:    9891/10000 (98.91%), error:       351.56174, best error:       350.01489 on epoch:    75, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 383.8029479980s, input_fired_time: 8.4170322418, output_fired_time: 6.4399557114, propagate_forward_time: 138.4265136719, propagate_backward_time: 222.4692687988, weight_update_time: 0.4149680138, other_time: 8.0502014160
epoch time: 29.6817665100s, input_fired_time: 0.9480210543, output_fired_time: 0.0000000000, propagate_forward_time: 27.3276786804, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4060668945
validation[          , genome 18182] predictions:    9885/  10000 (98.85%), best:    9891/10000 (98.91%), error:       358.48154, best error:       350.01489 on epoch:    75, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 379.4438476563s, input_fired_time: 8.3345870972, output_fired_time: 6.3880958557, propagate_forward_time: 136.8373413086, propagate_backward_time: 219.9005584717, weight_update_time: 0.4110711813, other_time: 7.9832611084
epoch time: 29.6734218597s, input_fired_time: 0.9256497025, output_fired_time: 0.0000000000, propagate_forward_time: 27.3491802216, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3985919952
validation[          , genome 18182] predictions:    9877/  10000 (98.77%), best:    9891/10000 (98.91%), error:       372.25650, best error:       350.01489 on epoch:    75, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 390.3362121582s, input_fired_time: 8.6475896835, output_fired_time: 6.4983234406, propagate_forward_time: 140.8544311523, propagate_backward_time: 226.0448913574, weight_update_time: 0.4193967879, other_time: 8.2909851074
epoch time: 29.8716487885s, input_fired_time: 0.9563384056, output_fired_time: 0.0000000000, propagate_forward_time: 27.4590339661, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4562759399
validation[          , genome 18182] predictions:    9891/  10000 (98.91%), best:    9891/10000 (98.91%), error:       370.47943, best error:       350.01489 on epoch:    75, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 378.7349853516s, input_fired_time: 8.3462200165, output_fired_time: 6.3409352303, propagate_forward_time: 136.7536010742, propagate_backward_time: 219.5195922852, weight_update_time: 0.4069461823, other_time: 7.7746276855
epoch time: 29.8535785675s, input_fired_time: 0.9496044517, output_fired_time: 0.0000000000, propagate_forward_time: 27.3629055023, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5410690308
validation[          , genome 18182] predictions:    9884/  10000 (98.84%), best:    9891/10000 (98.91%), error:       379.20233, best error:       350.01489 on epoch:    75, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 381.1074523926s, input_fired_time: 8.3915605545, output_fired_time: 6.3885579109, propagate_forward_time: 137.7030487061, propagate_backward_time: 220.6859741211, weight_update_time: 0.4104495645, other_time: 7.9383087158
epoch time: 30.4498596191s, input_fired_time: 0.9878757596, output_fired_time: 0.0000000000, propagate_forward_time: 27.9341297150, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5278549194
validation[          , genome 18182] predictions:    9882/  10000 (98.82%), best:    9891/10000 (98.91%), error:       370.30392, best error:       350.01489 on epoch:    75, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 381.8562316895s, input_fired_time: 8.3772706985, output_fired_time: 6.3934068680, propagate_forward_time: 137.7569122314, propagate_backward_time: 221.3672637939, weight_update_time: 0.4103467762, other_time: 7.9613952637
epoch time: 29.8454265594s, input_fired_time: 0.9223823547, output_fired_time: 0.0000000000, propagate_forward_time: 27.4994640350, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4235801697
validation[          , genome 18182] predictions:    9890/  10000 (98.90%), best:    9891/10000 (98.91%), error:       353.98959, best error:       350.01489 on epoch:    75, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 378.0083312988s, input_fired_time: 8.2395601273, output_fired_time: 6.3112740517, propagate_forward_time: 136.6060485840, propagate_backward_time: 219.1388092041, weight_update_time: 0.4241496027, other_time: 7.7126312256
epoch time: 29.6952991486s, input_fired_time: 0.9519142509, output_fired_time: 0.0000000000, propagate_forward_time: 27.3589420319, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3844432831
validation[          , genome 18182] predictions:    9891/  10000 (98.91%), best:    9891/10000 (98.91%), error:       356.49991, best error:       350.01489 on epoch:    75, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 378.7887878418s, input_fired_time: 8.2375221252, output_fired_time: 6.3448910713, propagate_forward_time: 136.7644958496, propagate_backward_time: 219.7628326416, weight_update_time: 0.4040503502, other_time: 7.6790618896
epoch time: 30.0630474091s, input_fired_time: 0.9532673955, output_fired_time: 0.0000000000, propagate_forward_time: 27.6244316101, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4853477478
validation[          , genome 18182] predictions:    9896/  10000 (98.96%), best:    9896/10000 (98.96%), error:       346.49731, best error:       346.49731 on epoch:    88, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 381.5376281738s, input_fired_time: 8.3962535858, output_fired_time: 6.3871493340, propagate_forward_time: 137.5693206787, propagate_backward_time: 221.2407226563, weight_update_time: 0.4103432298, other_time: 7.9441986084
epoch time: 29.7071437836s, input_fired_time: 0.9391015768, output_fired_time: 0.0000000000, propagate_forward_time: 27.3456478119, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4223937988
validation[          , genome 18182] predictions:    9893/  10000 (98.93%), best:    9896/10000 (98.96%), error:       349.01923, best error:       346.49731 on epoch:    88, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 377.8384704590s, input_fired_time: 8.2421178818, output_fired_time: 6.3478097916, propagate_forward_time: 136.4005279541, propagate_backward_time: 219.0643310547, weight_update_time: 0.4058789909, other_time: 7.7836761475
epoch time: 29.5328884125s, input_fired_time: 0.9351684451, output_fired_time: 0.0000000000, propagate_forward_time: 27.1803340912, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4173851013
validation[          , genome 18182] predictions:    9895/  10000 (98.95%), best:    9896/10000 (98.96%), error:       349.66843, best error:       346.49731 on epoch:    88, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 377.6354370117s, input_fired_time: 8.2871589661, output_fired_time: 6.2785844803, propagate_forward_time: 136.3262329102, propagate_backward_time: 218.9803009033, weight_update_time: 0.4085634649, other_time: 7.7631378174
epoch time: 29.6689891815s, input_fired_time: 0.9378401041, output_fired_time: 0.0000000000, propagate_forward_time: 27.2830791473, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4480705261
validation[          , genome 18182] predictions:    9892/  10000 (98.92%), best:    9896/10000 (98.96%), error:       353.18439, best error:       346.49731 on epoch:    88, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 380.7588195801s, input_fired_time: 8.2968244553, output_fired_time: 6.3774776459, propagate_forward_time: 137.5365753174, propagate_backward_time: 220.5579376221, weight_update_time: 0.4248334467, other_time: 7.9900207520
epoch time: 29.5093078613s, input_fired_time: 0.9240016341, output_fired_time: 0.0000000000, propagate_forward_time: 27.1998863220, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3854198456
validation[          , genome 18182] predictions:    9902/  10000 (99.02%), best:    9902/10000 (99.02%), error:       335.81653, best error:       335.81653 on epoch:    92, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 380.8629455566s, input_fired_time: 8.3802995682, output_fired_time: 6.3890643120, propagate_forward_time: 137.5046081543, propagate_backward_time: 220.5676269531, weight_update_time: 0.4117017984, other_time: 8.0213317871
epoch time: 29.7918758392s, input_fired_time: 0.9501415491, output_fired_time: 0.0000000000, propagate_forward_time: 27.3788681030, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4628658295
validation[          , genome 18182] predictions:    9893/  10000 (98.93%), best:    9902/10000 (99.02%), error:       354.29205, best error:       335.81653 on epoch:    92, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 379.0094909668s, input_fired_time: 8.3037128448, output_fired_time: 6.3430581093, propagate_forward_time: 136.7943420410, propagate_backward_time: 219.6385803223, weight_update_time: 0.4134860933, other_time: 7.9298095703
epoch time: 29.8059883118s, input_fired_time: 0.9437991977, output_fired_time: 0.0000000000, propagate_forward_time: 27.3971328735, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4650554657
validation[          , genome 18182] predictions:    9876/  10000 (98.76%), best:    9902/10000 (99.02%), error:       409.34879, best error:       335.81653 on epoch:    92, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 380.5394592285s, input_fired_time: 8.3331680298, output_fired_time: 6.3662881851, propagate_forward_time: 137.3533325195, propagate_backward_time: 220.6919250488, weight_update_time: 0.4073292911, other_time: 7.7947387695
epoch time: 30.2023620605s, input_fired_time: 0.9653914571, output_fired_time: 0.0000000000, propagate_forward_time: 27.6929378510, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5440330505
validation[          , genome 18182] predictions:    9895/  10000 (98.95%), best:    9902/10000 (99.02%), error:       346.15341, best error:       335.81653 on epoch:    92, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 377.4729309082s, input_fired_time: 8.1905555725, output_fired_time: 6.2961721420, propagate_forward_time: 136.1634521484, propagate_backward_time: 219.1196136475, weight_update_time: 0.4128276408, other_time: 7.7031402588
epoch time: 29.5311584473s, input_fired_time: 0.9219160676, output_fired_time: 0.0000000000, propagate_forward_time: 27.2167091370, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3925323486
validation[          , genome 18182] predictions:    9886/  10000 (98.86%), best:    9902/10000 (99.02%), error:       354.02106, best error:       335.81653 on epoch:    92, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 378.3890075684s, input_fired_time: 8.2451210022, output_fired_time: 6.3469305038, propagate_forward_time: 136.4904785156, propagate_backward_time: 219.5520782471, weight_update_time: 0.4210976958, other_time: 7.7544097900
epoch time: 30.0258808136s, input_fired_time: 0.9769607782, output_fired_time: 0.0000000000, propagate_forward_time: 27.6067085266, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4422111511
validation[          , genome 18182] predictions:    9885/  10000 (98.85%), best:    9902/10000 (99.02%), error:       363.98932, best error:       335.81653 on epoch:    92, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 382.5582885742s, input_fired_time: 8.5005903244, output_fired_time: 6.3693614006, propagate_forward_time: 138.0314178467, propagate_backward_time: 221.5861206055, weight_update_time: 0.4139452279, other_time: 8.0708160400
epoch time: 29.4933452606s, input_fired_time: 0.9249333143, output_fired_time: 0.0000000000, propagate_forward_time: 27.1749095917, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3935031891
validation[          , genome 18182] predictions:    9892/  10000 (98.92%), best:    9902/10000 (99.02%), error:       348.76535, best error:       335.81653 on epoch:    92, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 377.6143188477s, input_fired_time: 8.2537441254, output_fired_time: 6.3121910095, propagate_forward_time: 136.3012084961, propagate_backward_time: 219.0278930664, weight_update_time: 0.4057114124, other_time: 7.7192687988
epoch time: 29.5205631256s, input_fired_time: 0.9237532020, output_fired_time: 0.0000000000, propagate_forward_time: 27.1846275330, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4121818542
validation[          , genome 18182] predictions:    9894/  10000 (98.94%), best:    9902/10000 (99.02%), error:       352.64038, best error:       335.81653 on epoch:    92, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 383.0978698730s, input_fired_time: 8.4510936737, output_fired_time: 6.4614005089, propagate_forward_time: 138.1966705322, propagate_backward_time: 221.9204406738, weight_update_time: 0.4133203030, other_time: 8.0682830811
epoch time: 29.8416519165s, input_fired_time: 0.9494858384, output_fired_time: 0.0000000000, propagate_forward_time: 27.4214916229, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4706745148
validation[          , genome 18182] predictions:    9890/  10000 (98.90%), best:    9902/10000 (99.02%), error:       354.74725, best error:       335.81653 on epoch:    92, 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: 153.9764099121s, input_fired_time: 4.9687013626, output_fired_time: 0.0000000000, propagate_forward_time: 141.0194854736, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 7.9882202148
best training[          , genome 18182] predictions:   50000/  50000 (100.00%), best:    9902/10000 (99.02%), error:        91.90041, best error:       335.81653 on epoch:    92, 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: 32.5514831543s, input_fired_time: 1.0362893343, output_fired_time: 0.0000000000, propagate_forward_time: 29.7018566132, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8133373260
   testing[          , genome 18182] predictions:    9892/  10000 (98.92%), best:    9902/10000 (99.02%), error:       332.27045, best error:       335.81653 on epoch:    92, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
10:04:09 (9544): called boinc_finish(0)

</stderr_txt>
]]>