Nameexact_genome_1509704703_29_10699_2
Workunit2338802
Created3 Dec 2017, 10:29:19 UTC
Sent3 Dec 2017, 10:37:24 UTC
Report deadline31 Dec 2017, 4:33:40 UTC
Received4 Dec 2017, 2:05:03 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID67174
Run time8 hours 12 min 48 sec
CPU time8 hours 12 min 41 sec
Validate stateValid
Credit6,936.85
Device peak FLOPS3.98 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size175.13 MB
Peak swap size176.80 MB
Peak disk usage3.31 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
2s, input_fired_time: 0.7858847380, output_fired_time: 0.0000000000, propagate_forward_time: 19.4852237701, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4074039459
validation[          , genome 10699] predictions:    9794/  10000 (97.94%), best:    9827/10000 (98.27%), error:       652.60645, best error:       551.57855 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 269.7149658203s, input_fired_time: 7.3887562752, output_fired_time: 4.5772809982, propagate_forward_time: 98.0278244019, propagate_backward_time: 151.9929351807, weight_update_time: 0.3686451614, other_time: 7.7281646729
epoch time: 21.6516323090s, input_fired_time: 0.7907266021, output_fired_time: 0.0000000000, propagate_forward_time: 19.4575996399, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4033069611
validation[          , genome 10699] predictions:    9815/  10000 (98.15%), best:    9827/10000 (98.27%), error:       601.68567, best error:       551.57855 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 268.0875854492s, input_fired_time: 7.3429374695, output_fired_time: 4.5532774925, propagate_forward_time: 97.3697204590, propagate_backward_time: 151.1349334717, weight_update_time: 0.3670484722, other_time: 7.6867218018
epoch time: 21.7695388794s, input_fired_time: 0.7983521819, output_fired_time: 0.0000000000, propagate_forward_time: 19.5312843323, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4399032593
validation[          , genome 10699] predictions:    9839/  10000 (98.39%), best:    9839/10000 (98.39%), error:       506.16681, best error:       506.16681 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 268.3699951172s, input_fired_time: 7.3832945824, output_fired_time: 4.5531907082, propagate_forward_time: 97.4889373779, propagate_backward_time: 151.2177886963, weight_update_time: 0.3675401211, other_time: 7.7267761230
epoch time: 21.6940879822s, input_fired_time: 0.7985454202, output_fired_time: 0.0000000000, propagate_forward_time: 19.4835853577, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4119567871
validation[          , genome 10699] predictions:    9824/  10000 (98.24%), best:    9839/10000 (98.39%), error:       539.92450, best error:       506.16681 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 269.0942077637s, input_fired_time: 7.4066772461, output_fired_time: 4.5692057610, propagate_forward_time: 97.7917556763, propagate_backward_time: 151.5856018066, weight_update_time: 0.3687120974, other_time: 7.7409667969
epoch time: 21.6604862213s, input_fired_time: 0.7965762019, output_fired_time: 0.0000000000, propagate_forward_time: 19.4678153992, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3960952759
validation[          , genome 10699] predictions:    9822/  10000 (98.22%), best:    9839/10000 (98.39%), error:       566.00220, best error:       506.16681 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 269.7664184570s, input_fired_time: 7.4110465050, output_fired_time: 4.5723366737, propagate_forward_time: 98.1207199097, propagate_backward_time: 151.9936676025, weight_update_time: 0.3690421283, other_time: 7.6686553955
epoch time: 21.6471099854s, input_fired_time: 0.7973387837, output_fired_time: 0.0000000000, propagate_forward_time: 19.4602394104, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3895320892
validation[          , genome 10699] predictions:    9830/  10000 (98.30%), best:    9839/10000 (98.39%), error:       536.36823, best error:       506.16681 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 268.9382324219s, input_fired_time: 7.3837175369, output_fired_time: 4.5596599579, propagate_forward_time: 97.9952926636, propagate_backward_time: 151.3470306396, weight_update_time: 0.3678826094, other_time: 7.6525115967
epoch time: 21.6475200653s, input_fired_time: 0.7990045547, output_fired_time: 0.0000000000, propagate_forward_time: 19.4723300934, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3761844635
validation[          , genome 10699] predictions:    9798/  10000 (97.98%), best:    9839/10000 (98.39%), error:       660.54633, best error:       506.16681 on epoch:    16, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 268.1765136719s, input_fired_time: 7.3762025833, output_fired_time: 4.5504984856, propagate_forward_time: 97.5056152344, propagate_backward_time: 151.1696472168, weight_update_time: 0.3678775430, other_time: 7.5745544434
epoch time: 21.6638031006s, input_fired_time: 0.8001109958, output_fired_time: 0.0000000000, propagate_forward_time: 19.4815158844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3821754456
validation[          , genome 10699] predictions:    9821/  10000 (98.21%), best:    9839/10000 (98.39%), error:       559.75208, best error:       506.16681 on epoch:    16, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 268.6289367676s, input_fired_time: 7.3946976662, output_fired_time: 4.5613112450, propagate_forward_time: 97.6509628296, propagate_backward_time: 151.3727722168, weight_update_time: 0.3684199750, other_time: 7.6492004395
epoch time: 21.6898021698s, input_fired_time: 0.8050990701, output_fired_time: 0.0000000000, propagate_forward_time: 19.4876441956, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3970584869
validation[          , genome 10699] predictions:    9791/  10000 (97.91%), best:    9839/10000 (98.39%), error:       646.22290, best error:       506.16681 on epoch:    16, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 269.1571044922s, input_fired_time: 7.4059276581, output_fired_time: 4.5639214516, propagate_forward_time: 97.8898773193, propagate_backward_time: 151.6240997314, weight_update_time: 0.3697668612, other_time: 7.6732788086
epoch time: 21.6439476013s, input_fired_time: 0.7952772379, output_fired_time: 0.0000000000, propagate_forward_time: 19.4688758850, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3797950745
validation[          , genome 10699] predictions:    9851/  10000 (98.51%), best:    9851/10000 (98.51%), error:       481.58722, best error:       481.58722 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 268.6462097168s, input_fired_time: 7.3923144341, output_fired_time: 4.5566859245, propagate_forward_time: 97.7610321045, propagate_backward_time: 151.3193969727, weight_update_time: 0.3679144382, other_time: 7.6168060303
epoch time: 21.6515731812s, input_fired_time: 0.8001773357, output_fired_time: 0.0000000000, propagate_forward_time: 19.4731197357, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3782768250
validation[          , genome 10699] predictions:    9866/  10000 (98.66%), best:    9866/10000 (98.66%), error:       463.23721, best error:       463.23721 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 268.7753295898s, input_fired_time: 7.4055857658, output_fired_time: 4.5588045120, propagate_forward_time: 97.8023071289, propagate_backward_time: 151.3979492188, weight_update_time: 0.3684078455, other_time: 7.6106872559
epoch time: 21.6434898376s, input_fired_time: 0.7985938787, output_fired_time: 0.0000000000, propagate_forward_time: 19.4646492004, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3802471161
validation[          , genome 10699] predictions:    9829/  10000 (98.29%), best:    9866/10000 (98.66%), error:       533.66571, best error:       463.23721 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 270.6391296387s, input_fired_time: 7.4226508141, output_fired_time: 4.5891523361, propagate_forward_time: 98.5460586548, propagate_backward_time: 152.3919372559, weight_update_time: 0.3708972633, other_time: 7.6893615723
epoch time: 21.7129650116s, input_fired_time: 0.7962468863, output_fired_time: 0.0000000000, propagate_forward_time: 19.5169982910, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3997192383
validation[          , genome 10699] predictions:    9848/  10000 (98.48%), best:    9866/10000 (98.66%), error:       490.83743, best error:       463.23721 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 268.6207275391s, input_fired_time: 7.3913450241, output_fired_time: 4.5561008453, propagate_forward_time: 97.7346420288, propagate_backward_time: 151.3054046631, weight_update_time: 0.3687893450, other_time: 7.6332244873
epoch time: 21.6165542603s, input_fired_time: 0.7887766957, output_fired_time: 0.0000000000, propagate_forward_time: 19.4591751099, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3686027527
validation[          , genome 10699] predictions:    9829/  10000 (98.29%), best:    9866/10000 (98.66%), error:       526.30798, best error:       463.23721 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 267.8856811523s, input_fired_time: 7.3973269463, output_fired_time: 4.5435128212, propagate_forward_time: 97.3975830078, propagate_backward_time: 150.9919281006, weight_update_time: 0.3673037291, other_time: 7.5553131104
epoch time: 21.6426086426s, input_fired_time: 0.7963249087, output_fired_time: 0.0000000000, propagate_forward_time: 19.4708175659, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3754653931
validation[          , genome 10699] predictions:    9853/  10000 (98.53%), best:    9866/10000 (98.66%), error:       473.80066, best error:       463.23721 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 269.0478820801s, input_fired_time: 7.3998775482, output_fired_time: 4.5633006096, propagate_forward_time: 97.9430465698, propagate_backward_time: 151.4996643066, weight_update_time: 0.3693304360, other_time: 7.6419982910
epoch time: 21.6508789062s, input_fired_time: 0.7973629236, output_fired_time: 0.0000000000, propagate_forward_time: 19.4709529877, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3825626373
validation[          , genome 10699] predictions:    9839/  10000 (98.39%), best:    9866/10000 (98.66%), error:       528.53748, best error:       463.23721 on epoch:    24, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 269.0579223633s, input_fired_time: 7.4248309135, output_fired_time: 4.5518460274, propagate_forward_time: 97.9994125366, propagate_backward_time: 151.5255279541, weight_update_time: 0.3697229326, other_time: 7.5562896729
epoch time: 21.6203117371s, input_fired_time: 0.7985662818, output_fired_time: 0.0000000000, propagate_forward_time: 19.4614810944, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3602638245
validation[          , genome 10699] predictions:    9818/  10000 (98.18%), best:    9866/10000 (98.66%), error:       581.54224, best error:       463.23721 on epoch:    24, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 269.8513793945s, input_fired_time: 7.4299955368, output_fired_time: 4.5767984390, propagate_forward_time: 98.2816467285, propagate_backward_time: 151.9602203369, weight_update_time: 0.3691005707, other_time: 7.6027069092
epoch time: 21.8817157745s, input_fired_time: 0.8056954741, output_fired_time: 0.0000000000, propagate_forward_time: 19.7006855011, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3753356934
validation[          , genome 10699] predictions:    9843/  10000 (98.43%), best:    9866/10000 (98.66%), error:       487.11502, best error:       463.23721 on epoch:    24, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 268.4765625000s, input_fired_time: 7.3873286247, output_fired_time: 4.5458583832, propagate_forward_time: 97.6498107910, propagate_backward_time: 151.3633728027, weight_update_time: 0.3679051697, other_time: 7.5301818848
epoch time: 21.6751728058s, input_fired_time: 0.8080394864, output_fired_time: 0.0000000000, propagate_forward_time: 19.5047092438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3624248505
validation[          , genome 10699] predictions:    9856/  10000 (98.56%), best:    9866/10000 (98.66%), error:       471.85675, best error:       463.23721 on epoch:    24, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 268.3540649414s, input_fired_time: 7.4088711739, output_fired_time: 4.5489459038, propagate_forward_time: 97.6012344360, propagate_backward_time: 151.2264251709, weight_update_time: 0.3681012392, other_time: 7.5685882568
epoch time: 22.3219966888s, input_fired_time: 0.8093498349, output_fired_time: 0.0000000000, propagate_forward_time: 20.1117649078, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4008827209
validation[          , genome 10699] predictions:    9857/  10000 (98.57%), best:    9857/10000 (98.57%), error:       455.61417, best error:       455.61417 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 271.2121582031s, input_fired_time: 7.4585771561, output_fired_time: 4.6064171791, propagate_forward_time: 98.8070220947, propagate_backward_time: 152.7367401123, weight_update_time: 0.3709220290, other_time: 7.6033935547
epoch time: 21.6334590912s, input_fired_time: 0.8041850924, output_fired_time: 0.0000000000, propagate_forward_time: 19.4619235992, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3673496246
validation[          , genome 10699] predictions:    9857/  10000 (98.57%), best:    9857/10000 (98.57%), error:       450.82095, best error:       450.82095 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 268.8717651367s, input_fired_time: 7.4210629463, output_fired_time: 4.5599236488, propagate_forward_time: 97.7164306641, propagate_backward_time: 151.5661773682, weight_update_time: 0.3689116240, other_time: 7.6081695557
epoch time: 21.6555614471s, input_fired_time: 0.8046765327, output_fired_time: 0.0000000000, propagate_forward_time: 19.4758014679, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3750839233
validation[          , genome 10699] predictions:    9859/  10000 (98.59%), best:    9857/10000 (98.57%), error:       452.54495, best error:       450.82095 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 270.7870483398s, input_fired_time: 7.4443917274, output_fired_time: 4.5850596428, propagate_forward_time: 98.5383987427, propagate_backward_time: 152.6377258301, weight_update_time: 0.3699567318, other_time: 7.5814819336
epoch time: 21.6470279694s, input_fired_time: 0.7982127070, output_fired_time: 0.0000000000, propagate_forward_time: 19.4748477936, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3739681244
validation[          , genome 10699] predictions:    9853/  10000 (98.53%), best:    9857/10000 (98.57%), error:       454.77963, best error:       450.82095 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 268.5873413086s, input_fired_time: 7.4019875526, output_fired_time: 4.5506224632, propagate_forward_time: 97.7920303345, propagate_backward_time: 151.3419342041, weight_update_time: 0.3678724468, other_time: 7.5007781982
epoch time: 21.7146034241s, input_fired_time: 0.8087230325, output_fired_time: 0.0000000000, propagate_forward_time: 19.5502853394, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3555946350
validation[          , genome 10699] predictions:    9842/  10000 (98.42%), best:    9857/10000 (98.57%), error:       529.70538, best error:       450.82095 on epoch:    34, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 269.8914184570s, input_fired_time: 7.4671244621, output_fired_time: 4.5754876137, propagate_forward_time: 98.2775802612, propagate_backward_time: 151.9520721436, weight_update_time: 0.3704775274, other_time: 7.6191253662
epoch time: 21.6947116852s, input_fired_time: 0.8218301535, output_fired_time: 0.0000000000, propagate_forward_time: 19.4944591522, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3784217834
validation[          , genome 10699] predictions:    9862/  10000 (98.62%), best:    9862/10000 (98.62%), error:       446.11615, best error:       446.11615 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 268.4132690430s, input_fired_time: 7.4497466087, output_fired_time: 4.5477366447, propagate_forward_time: 97.7146453857, propagate_backward_time: 151.2310028076, weight_update_time: 0.3675927818, other_time: 7.4701538086
epoch time: 21.6518268585s, input_fired_time: 0.8155453205, output_fired_time: 0.0000000000, propagate_forward_time: 19.4649486542, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3713321686
validation[          , genome 10699] predictions:    9864/  10000 (98.64%), best:    9864/10000 (98.64%), error:       443.20950, best error:       443.20950 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 267.9795227051s, input_fired_time: 7.4345402718, output_fired_time: 4.5386800766, propagate_forward_time: 97.5302810669, propagate_backward_time: 150.9668121338, weight_update_time: 0.3679428101, other_time: 7.5092315674
epoch time: 21.7766532898s, input_fired_time: 0.8116418719, output_fired_time: 0.0000000000, propagate_forward_time: 19.5937709808, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3712406158
validation[          , genome 10699] predictions:    9857/  10000 (98.57%), best:    9864/10000 (98.64%), error:       456.07101, best error:       443.20950 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 268.5522155762s, input_fired_time: 7.4460611343, output_fired_time: 4.5517168045, propagate_forward_time: 97.8350524902, propagate_backward_time: 151.2644348145, weight_update_time: 0.3686284125, other_time: 7.4549255371
epoch time: 21.6718139648s, input_fired_time: 0.8106486797, output_fired_time: 0.0000000000, propagate_forward_time: 19.4817810059, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3793849945
validation[          , genome 10699] predictions:    9826/  10000 (98.26%), best:    9864/10000 (98.64%), error:       530.66705, best error:       443.20950 on epoch:    39, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 268.1624145508s, input_fired_time: 7.4457688332, output_fired_time: 4.5397944450, propagate_forward_time: 97.7189331055, propagate_backward_time: 151.0033264160, weight_update_time: 0.3674106896, other_time: 7.4545898438
epoch time: 21.6516819000s, input_fired_time: 0.8100640774, output_fired_time: 0.0000000000, propagate_forward_time: 19.4717617035, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3698558807
validation[          , genome 10699] predictions:    9866/  10000 (98.66%), best:    9866/10000 (98.66%), error:       420.25754, best error:       420.25754 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 269.0779724121s, input_fired_time: 7.4462842941, output_fired_time: 4.5598330498, propagate_forward_time: 98.0215454102, propagate_backward_time: 151.5562286377, weight_update_time: 0.3690382838, other_time: 7.4940643311
epoch time: 21.6531944275s, input_fired_time: 0.8078272939, output_fired_time: 0.0000000000, propagate_forward_time: 19.4847831726, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3605842590
validation[          , genome 10699] predictions:    9857/  10000 (98.57%), best:    9866/10000 (98.66%), error:       477.20300, best error:       420.25754 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 268.0278015137s, input_fired_time: 7.4519639015, output_fired_time: 4.5445399284, propagate_forward_time: 97.5484161377, propagate_backward_time: 150.9882659912, weight_update_time: 0.3687432110, other_time: 7.4946289062
epoch time: 21.6256027222s, input_fired_time: 0.8079794049, output_fired_time: 0.0000000000, propagate_forward_time: 19.4716415405, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3459815979
validation[          , genome 10699] predictions:    9828/  10000 (98.28%), best:    9866/10000 (98.66%), error:       501.97522, best error:       420.25754 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 268.2874450684s, input_fired_time: 7.4595603943, output_fired_time: 4.5394010544, propagate_forward_time: 97.6827087402, propagate_backward_time: 151.1581573486, weight_update_time: 0.3680113256, other_time: 7.4476165771
epoch time: 21.8512592316s, input_fired_time: 0.8203160167, output_fired_time: 0.0000000000, propagate_forward_time: 19.6577720642, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3731708527
validation[          , genome 10699] predictions:    9869/  10000 (98.69%), best:    9869/10000 (98.69%), error:       400.62195, best error:       400.62195 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 268.3760986328s, input_fired_time: 7.4604377747, output_fired_time: 4.5432524681, propagate_forward_time: 97.7417297363, propagate_backward_time: 151.1529693604, weight_update_time: 0.3687961698, other_time: 7.4777069092
epoch time: 21.6233692169s, input_fired_time: 0.8139974475, output_fired_time: 0.0000000000, propagate_forward_time: 19.4682502747, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3411216736
validation[          , genome 10699] predictions:    9850/  10000 (98.50%), best:    9869/10000 (98.69%), error:       482.73450, best error:       400.62195 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 268.6893310547s, input_fired_time: 7.4699082375, output_fired_time: 4.5518708229, propagate_forward_time: 97.8912277222, propagate_backward_time: 151.2887725830, weight_update_time: 0.3682807088, other_time: 7.4875335693
epoch time: 22.1753387451s, input_fired_time: 0.8320760131, output_fired_time: 0.0000000000, propagate_forward_time: 19.9674320221, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3758316040
validation[          , genome 10699] predictions:    9867/  10000 (98.67%), best:    9869/10000 (98.69%), error:       435.94678, best error:       400.62195 on epoch:    45, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 269.4526367188s, input_fired_time: 7.4977393150, output_fired_time: 4.5591478348, propagate_forward_time: 98.1535034180, propagate_backward_time: 151.7545776367, weight_update_time: 0.3696078658, other_time: 7.4876708984
epoch time: 21.6470565796s, input_fired_time: 0.8184247017, output_fired_time: 0.0000000000, propagate_forward_time: 19.4704246521, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3582077026
validation[          , genome 10699] predictions:    9865/  10000 (98.65%), best:    9865/10000 (98.65%), error:       396.09906, best error:       396.09906 on epoch:    48, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 268.4337158203s, input_fired_time: 7.4791936874, output_fired_time: 4.5447878838, propagate_forward_time: 97.7783508301, propagate_backward_time: 151.0903930664, weight_update_time: 0.3687978983, other_time: 7.5409851074
epoch time: 21.7771759033s, input_fired_time: 0.8165695071, output_fired_time: 0.0000000000, propagate_forward_time: 19.5925045013, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3681011200
validation[          , genome 10699] predictions:    9859/  10000 (98.59%), best:    9865/10000 (98.65%), error:       491.96622, best error:       396.09906 on epoch:    48, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 268.5906982422s, input_fired_time: 7.4351482391, output_fired_time: 4.5495505333, propagate_forward_time: 97.9459686279, propagate_backward_time: 151.2310638428, weight_update_time: 0.3680174649, other_time: 7.4289550781
epoch time: 21.6198406219s, input_fired_time: 0.8057491779, output_fired_time: 0.0000000000, propagate_forward_time: 19.4715576172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3425331116
validation[          , genome 10699] predictions:    9864/  10000 (98.64%), best:    9865/10000 (98.65%), error:       437.39227, best error:       396.09906 on epoch:    48, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 269.4223022461s, input_fired_time: 7.4822869301, output_fired_time: 4.5611972809, propagate_forward_time: 98.0529098511, propagate_backward_time: 151.8025970459, weight_update_time: 0.3693937659, other_time: 7.5233001709
epoch time: 21.7084102631s, input_fired_time: 0.8187450767, output_fired_time: 0.0000000000, propagate_forward_time: 19.5219917297, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3676738739
validation[          , genome 10699] predictions:    9873/  10000 (98.73%), best:    9865/10000 (98.65%), error:       431.73395, best error:       396.09906 on epoch:    48, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 268.0481567383s, input_fired_time: 7.4679746628, output_fired_time: 4.5415234566, propagate_forward_time: 97.5992126465, propagate_backward_time: 150.9609069824, weight_update_time: 0.3690907061, other_time: 7.4785156250
epoch time: 21.6339302063s, input_fired_time: 0.8213232756, output_fired_time: 0.0000000000, propagate_forward_time: 19.4642181396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3483886719
validation[          , genome 10699] predictions:    9856/  10000 (98.56%), best:    9865/10000 (98.65%), error:       486.88287, best error:       396.09906 on epoch:    48, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 272.5466003418s, input_fired_time: 7.5325069427, output_fired_time: 4.6069054604, propagate_forward_time: 99.2465744019, propagate_backward_time: 153.5595855713, weight_update_time: 0.3722576201, other_time: 7.6010284424
epoch time: 21.6134452820s, input_fired_time: 0.8143449426, output_fired_time: 0.0000000000, propagate_forward_time: 19.4609642029, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3381366730
validation[          , genome 10699] predictions:    9858/  10000 (98.58%), best:    9865/10000 (98.65%), error:       428.88586, best error:       396.09906 on epoch:    48, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 269.2045288086s, input_fired_time: 7.4704136848, output_fired_time: 4.5561566353, propagate_forward_time: 98.0837936401, propagate_backward_time: 151.6450500488, weight_update_time: 0.3686352968, other_time: 7.4490966797
epoch time: 22.2437839508s, input_fired_time: 0.8245893717, output_fired_time: 0.0000000000, propagate_forward_time: 20.0482292175, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3709659576
validation[          , genome 10699] predictions:    9874/  10000 (98.74%), best:    9865/10000 (98.65%), error:       404.69547, best error:       396.09906 on epoch:    48, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 267.9318237305s, input_fired_time: 7.4475545883, output_fired_time: 4.5362071991, propagate_forward_time: 97.5845184326, propagate_backward_time: 150.9664154053, weight_update_time: 0.3677925766, other_time: 7.3971405029
epoch time: 21.6449108124s, input_fired_time: 0.8167998791, output_fired_time: 0.0000000000, propagate_forward_time: 19.4690914154, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3590202332
validation[          , genome 10699] predictions:    9872/  10000 (98.72%), best:    9865/10000 (98.65%), error:       453.28946, best error:       396.09906 on epoch:    48, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 270.0505065918s, input_fired_time: 7.4857554436, output_fired_time: 4.5662875175, propagate_forward_time: 98.3999786377, propagate_backward_time: 152.1069793701, weight_update_time: 0.3699218929, other_time: 7.4915161133
epoch time: 21.9955673218s, input_fired_time: 0.8227937222, output_fired_time: 0.0000000000, propagate_forward_time: 19.7992153168, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3735580444
validation[          , genome 10699] predictions:    9867/  10000 (98.67%), best:    9865/10000 (98.65%), error:       443.36121, best error:       396.09906 on epoch:    48, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 267.8077392578s, input_fired_time: 7.4410347939, output_fired_time: 4.5363993645, propagate_forward_time: 97.5388259888, propagate_backward_time: 150.9105834961, weight_update_time: 0.3674161434, other_time: 7.3808898926
epoch time: 21.6260070801s, input_fired_time: 0.8094376326, output_fired_time: 0.0000000000, propagate_forward_time: 19.4729537964, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3436164856
validation[          , genome 10699] predictions:    9871/  10000 (98.71%), best:    9865/10000 (98.65%), error:       434.78256, best error:       396.09906 on epoch:    48, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 268.7896728516s, input_fired_time: 7.4767975807, output_fired_time: 4.5473365784, propagate_forward_time: 97.9630355835, propagate_backward_time: 151.3146514893, weight_update_time: 0.3691521883, other_time: 7.4878387451
epoch time: 21.7740840912s, input_fired_time: 0.8188198209, output_fired_time: 0.0000000000, propagate_forward_time: 19.5725917816, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3826732635
validation[          , genome 10699] predictions:    9865/  10000 (98.65%), best:    9865/10000 (98.65%), error:       403.05624, best error:       396.09906 on epoch:    48, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 268.0693054199s, input_fired_time: 7.4650073051, output_fired_time: 4.5420980453, propagate_forward_time: 97.6885299683, propagate_backward_time: 150.9653320312, weight_update_time: 0.3682996035, other_time: 7.4083557129
epoch time: 21.6936416626s, input_fired_time: 0.8172511458, output_fired_time: 0.0000000000, propagate_forward_time: 19.5342197418, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3421707153
validation[          , genome 10699] predictions:    9852/  10000 (98.52%), best:    9865/10000 (98.65%), error:       481.07687, best error:       396.09906 on epoch:    48, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 268.6523742676s, input_fired_time: 7.4770603180, output_fired_time: 4.5473923683, propagate_forward_time: 97.8538894653, propagate_backward_time: 151.3087463379, weight_update_time: 0.3683494925, other_time: 7.4653015137
epoch time: 21.6426219940s, input_fired_time: 0.8100509644, output_fired_time: 0.0000000000, propagate_forward_time: 19.4700984955, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3624725342
validation[          , genome 10699] predictions:    9863/  10000 (98.63%), best:    9865/10000 (98.65%), error:       464.77222, best error:       396.09906 on epoch:    48, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 267.6939392090s, input_fired_time: 7.4632177353, output_fired_time: 4.5286822319, propagate_forward_time: 97.5705108643, propagate_backward_time: 150.7213745117, weight_update_time: 0.3674463630, other_time: 7.4101409912
epoch time: 21.6287307739s, input_fired_time: 0.8140405416, output_fired_time: 0.0000000000, propagate_forward_time: 19.4725971222, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3420925140
validation[          , genome 10699] predictions:    9860/  10000 (98.60%), best:    9865/10000 (98.65%), error:       451.72061, best error:       396.09906 on epoch:    48, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 268.5826110840s, input_fired_time: 7.4650673866, output_fired_time: 4.5459880829, propagate_forward_time: 97.9007720947, propagate_backward_time: 151.2787628174, weight_update_time: 0.3683938980, other_time: 7.3920288086
epoch time: 21.6200847626s, input_fired_time: 0.8112183213, output_fired_time: 0.0000000000, propagate_forward_time: 19.4680843353, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3407821655
validation[          , genome 10699] predictions:    9870/  10000 (98.70%), best:    9865/10000 (98.65%), error:       405.94717, best error:       396.09906 on epoch:    48, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 268.4211120605s, input_fired_time: 7.4821791649, output_fired_time: 4.5436344147, propagate_forward_time: 97.7964172363, propagate_backward_time: 151.1682281494, weight_update_time: 0.3682267070, other_time: 7.4306488037
epoch time: 21.8065910339s, input_fired_time: 0.8202466965, output_fired_time: 0.0000000000, propagate_forward_time: 19.6231861115, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3631572723
validation[          , genome 10699] predictions:    9869/  10000 (98.69%), best:    9865/10000 (98.65%), error:       453.63498, best error:       396.09906 on epoch:    48, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 268.3967590332s, input_fired_time: 7.4869432449, output_fired_time: 4.5418548584, propagate_forward_time: 97.8476409912, propagate_backward_time: 151.0425567627, weight_update_time: 0.3699921072, other_time: 7.4777832031
epoch time: 21.6525192261s, input_fired_time: 0.8216591477, output_fired_time: 0.0000000000, propagate_forward_time: 19.4752426147, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3556175232
validation[          , genome 10699] predictions:    9869/  10000 (98.69%), best:    9865/10000 (98.65%), error:       457.83066, best error:       396.09906 on epoch:    48, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 268.8468322754s, input_fired_time: 7.4779582024, output_fired_time: 4.5574588776, propagate_forward_time: 97.9193267822, propagate_backward_time: 151.4453277588, weight_update_time: 0.3701430559, other_time: 7.4467468262
epoch time: 21.7308444977s, input_fired_time: 0.8200414777, output_fired_time: 0.0000000000, propagate_forward_time: 19.5539932251, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3568096161
validation[          , genome 10699] predictions:    9870/  10000 (98.70%), best:    9865/10000 (98.65%), error:       433.13229, best error:       396.09906 on epoch:    48, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 271.3359680176s, input_fired_time: 7.5001215935, output_fired_time: 4.5835480690, propagate_forward_time: 99.0178146362, propagate_backward_time: 152.8086242676, weight_update_time: 0.3712085485, other_time: 7.4258422852
epoch time: 21.5889930725s, input_fired_time: 0.8062677979, output_fired_time: 0.0000000000, propagate_forward_time: 19.4545917511, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3281326294
validation[          , genome 10699] predictions:    9850/  10000 (98.50%), best:    9865/10000 (98.65%), error:       484.67346, best error:       396.09906 on epoch:    48, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 267.8604736328s, input_fired_time: 7.4249448776, output_fired_time: 4.5333213806, propagate_forward_time: 97.6193389893, propagate_backward_time: 150.8413238525, weight_update_time: 0.3687189221, other_time: 7.4415283203
epoch time: 21.8785209656s, input_fired_time: 0.8180304170, output_fired_time: 0.0000000000, propagate_forward_time: 19.6976795197, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3628101349
validation[          , genome 10699] predictions:    9861/  10000 (98.61%), best:    9865/10000 (98.65%), error:       437.94446, best error:       396.09906 on epoch:    48, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 268.7266540527s, input_fired_time: 7.4751625061, output_fired_time: 4.5507884026, propagate_forward_time: 97.9518203735, propagate_backward_time: 151.3574066162, weight_update_time: 0.3692176938, other_time: 7.3914947510
epoch time: 21.6353874207s, input_fired_time: 0.8181782961, output_fired_time: 0.0000000000, propagate_forward_time: 19.4795970917, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3376121521
validation[          , genome 10699] predictions:    9869/  10000 (98.69%), best:    9865/10000 (98.65%), error:       426.35895, best error:       396.09906 on epoch:    48, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 268.1721801758s, input_fired_time: 7.4861674309, output_fired_time: 4.5375685692, propagate_forward_time: 97.7298736572, propagate_backward_time: 150.9913940430, weight_update_time: 0.3686648607, other_time: 7.4271697998
epoch time: 21.6988697052s, input_fired_time: 0.8093962073, output_fired_time: 0.0000000000, propagate_forward_time: 19.5386772156, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3507957458
validation[          , genome 10699] predictions:    9873/  10000 (98.73%), best:    9865/10000 (98.65%), error:       425.90619, best error:       396.09906 on epoch:    48, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 267.4944152832s, input_fired_time: 7.4803752899, output_fired_time: 4.5283660889, propagate_forward_time: 97.4134292603, propagate_backward_time: 150.7212677002, weight_update_time: 0.3679960072, other_time: 7.3509674072
epoch time: 21.6794128418s, input_fired_time: 0.8181844950, output_fired_time: 0.0000000000, propagate_forward_time: 19.5126953125, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3485336304
validation[          , genome 10699] predictions:    9871/  10000 (98.71%), best:    9865/10000 (98.65%), error:       426.80780, best error:       396.09906 on epoch:    48, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 269.2340698242s, input_fired_time: 7.5072722435, output_fired_time: 4.5523772240, propagate_forward_time: 98.1444396973, propagate_backward_time: 151.6075897217, weight_update_time: 0.3687708974, other_time: 7.4224090576
epoch time: 21.8096904755s, input_fired_time: 0.8232108951, output_fired_time: 0.0000000000, propagate_forward_time: 19.6339588165, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3525199890
validation[          , genome 10699] predictions:    9863/  10000 (98.63%), best:    9865/10000 (98.65%), error:       456.17697, best error:       396.09906 on epoch:    48, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 268.4010925293s, input_fired_time: 7.4839434624, output_fired_time: 4.5508542061, propagate_forward_time: 97.7678680420, propagate_backward_time: 151.2097320557, weight_update_time: 0.3685628176, other_time: 7.3887023926
epoch time: 21.6142845154s, input_fired_time: 0.8127515316, output_fired_time: 0.0000000000, propagate_forward_time: 19.4676113129, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3339214325
validation[          , genome 10699] predictions:    9866/  10000 (98.66%), best:    9865/10000 (98.65%), error:       403.53030, best error:       396.09906 on epoch:    48, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 270.3111877441s, input_fired_time: 7.5265717506, output_fired_time: 4.5681681633, propagate_forward_time: 98.5917663574, propagate_backward_time: 152.2113342285, weight_update_time: 0.3697791100, other_time: 7.4133300781
epoch time: 21.6339721680s, input_fired_time: 0.8167418838, output_fired_time: 0.0000000000, propagate_forward_time: 19.4789848328, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3382453918
validation[          , genome 10699] predictions:    9880/  10000 (98.80%), best:    9865/10000 (98.65%), error:       406.18402, best error:       396.09906 on epoch:    48, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 269.0254211426s, input_fired_time: 7.5002102852, output_fired_time: 4.5640611649, propagate_forward_time: 97.9906387329, propagate_backward_time: 151.5899658203, weight_update_time: 0.3691694140, other_time: 7.3805541992
epoch time: 21.7026042938s, input_fired_time: 0.8270457387, output_fired_time: 0.0000000000, propagate_forward_time: 19.5179462433, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3576126099
validation[          , genome 10699] predictions:    9860/  10000 (98.60%), best:    9865/10000 (98.65%), error:       435.69611, best error:       396.09906 on epoch:    48, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 268.1501464844s, input_fired_time: 7.4822754860, output_fired_time: 4.5400385857, propagate_forward_time: 97.6778411865, propagate_backward_time: 151.0335388184, weight_update_time: 0.3687032163, other_time: 7.4164581299
epoch time: 21.6323909760s, input_fired_time: 0.8190153837, output_fired_time: 0.0000000000, propagate_forward_time: 19.4744071960, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3389682770
validation[          , genome 10699] predictions:    9860/  10000 (98.60%), best:    9865/10000 (98.65%), error:       440.57785, best error:       396.09906 on epoch:    48, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 268.2838745117s, input_fired_time: 7.4778270721, output_fired_time: 4.5400428772, propagate_forward_time: 97.7582168579, propagate_backward_time: 151.1153564453, weight_update_time: 0.3687198758, other_time: 7.3924560547
epoch time: 21.7911968231s, input_fired_time: 0.8191884756, output_fired_time: 0.0000000000, propagate_forward_time: 19.6152458191, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3567619324
validation[          , genome 10699] predictions:    9877/  10000 (98.77%), best:    9865/10000 (98.65%), error:       398.70459, best error:       396.09906 on epoch:    48, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 267.6816711426s, input_fired_time: 7.4807682037, output_fired_time: 4.5323057175, propagate_forward_time: 97.4984664917, propagate_backward_time: 150.8207244873, weight_update_time: 0.3678585589, other_time: 7.3494110107
epoch time: 21.6282367706s, input_fired_time: 0.8194763660, output_fired_time: 0.0000000000, propagate_forward_time: 19.4707965851, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3379631042
validation[          , genome 10699] predictions:    9873/  10000 (98.73%), best:    9865/10000 (98.65%), error:       410.46152, best error:       396.09906 on epoch:    48, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 268.2950134277s, input_fired_time: 7.4946470261, output_fired_time: 4.5352034569, propagate_forward_time: 97.7676467896, propagate_backward_time: 151.0707092285, weight_update_time: 0.3690480888, other_time: 7.4267883301
epoch time: 21.7192897797s, input_fired_time: 0.8197000027, output_fired_time: 0.0000000000, propagate_forward_time: 19.5431900024, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3563995361
validation[          , genome 10699] predictions:    9844/  10000 (98.44%), best:    9865/10000 (98.65%), error:       452.41891, best error:       396.09906 on epoch:    48, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 267.9519958496s, input_fired_time: 7.4871211052, output_fired_time: 4.5357975960, propagate_forward_time: 97.5793380737, propagate_backward_time: 150.9656829834, weight_update_time: 0.3690160215, other_time: 7.3840484619
epoch time: 21.7149028778s, input_fired_time: 0.8238448501, output_fired_time: 0.0000000000, propagate_forward_time: 19.5420455933, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3490123749
validation[          , genome 10699] predictions:    9879/  10000 (98.79%), best:    9879/10000 (98.79%), error:       391.72205, best error:       391.72205 on epoch:    79, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 267.6012268066s, input_fired_time: 7.4616661072, output_fired_time: 4.5297966003, propagate_forward_time: 97.5352859497, propagate_backward_time: 150.7106323242, weight_update_time: 0.3675195575, other_time: 7.3638305664
epoch time: 21.6616992950s, input_fired_time: 0.8165662885, output_fired_time: 0.0000000000, propagate_forward_time: 19.4903697968, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3547630310
validation[          , genome 10699] predictions:    9869/  10000 (98.69%), best:    9879/10000 (98.79%), error:       397.92633, best error:       391.72205 on epoch:    79, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 267.9245910645s, input_fired_time: 7.4328279495, output_fired_time: 4.5391793251, propagate_forward_time: 97.6007308960, propagate_backward_time: 150.9790039062, weight_update_time: 0.3691130579, other_time: 7.3728332520
epoch time: 21.5866241455s, input_fired_time: 0.8096502423, output_fired_time: 0.0000000000, propagate_forward_time: 19.4459629059, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3310108185
validation[          , genome 10699] predictions:    9879/  10000 (98.79%), best:    9879/10000 (98.79%), error:       400.21460, best error:       391.72205 on epoch:    79, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 267.9504394531s, input_fired_time: 7.4396276474, output_fired_time: 4.5378484726, propagate_forward_time: 97.6262512207, propagate_backward_time: 150.9951171875, weight_update_time: 0.3681816757, other_time: 7.3515930176
epoch time: 21.6808338165s, input_fired_time: 0.8221166134, output_fired_time: 0.0000000000, propagate_forward_time: 19.4992599487, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3594570160
validation[          , genome 10699] predictions:    9879/  10000 (98.79%), best:    9879/10000 (98.79%), error:       388.93915, best error:       388.93915 on epoch:    82, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 267.5102539062s, input_fired_time: 7.4329867363, output_fired_time: 4.5271425247, propagate_forward_time: 97.4206542969, propagate_backward_time: 150.8345031738, weight_update_time: 0.3671457171, other_time: 7.2949676514
epoch time: 21.7667503357s, input_fired_time: 0.8230932951, output_fired_time: 0.0000000000, propagate_forward_time: 19.5983848572, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3452720642
validation[          , genome 10699] predictions:    9877/  10000 (98.77%), best:    9879/10000 (98.79%), error:       406.75009, best error:       388.93915 on epoch:    82, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 268.1902160645s, input_fired_time: 7.4814095497, output_fired_time: 4.5387201309, propagate_forward_time: 97.7044982910, propagate_backward_time: 151.1078948975, weight_update_time: 0.3685963750, other_time: 7.3576812744
epoch time: 21.6050605774s, input_fired_time: 0.8146332502, output_fired_time: 0.0000000000, propagate_forward_time: 19.4640655518, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3263626099
validation[          , genome 10699] predictions:    9872/  10000 (98.72%), best:    9879/10000 (98.79%), error:       407.39548, best error:       388.93915 on epoch:    82, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 268.5771789551s, input_fired_time: 7.4797754288, output_fired_time: 4.5419712067, propagate_forward_time: 97.9031219482, propagate_backward_time: 151.3344116211, weight_update_time: 0.3686786294, other_time: 7.3179168701
epoch time: 21.8375148773s, input_fired_time: 0.8199114203, output_fired_time: 0.0000000000, propagate_forward_time: 19.6677894592, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3498134613
validation[          , genome 10699] predictions:    9877/  10000 (98.77%), best:    9879/10000 (98.79%), error:       412.74670, best error:       388.93915 on epoch:    82, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 267.6188659668s, input_fired_time: 7.4638442993, output_fired_time: 4.5258870125, propagate_forward_time: 97.5575561523, propagate_backward_time: 150.7714538574, weight_update_time: 0.3678212464, other_time: 7.3001251221
epoch time: 21.6062698364s, input_fired_time: 0.8158252239, output_fired_time: 0.0000000000, propagate_forward_time: 19.4601135254, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3303318024
validation[          , genome 10699] predictions:    9873/  10000 (98.73%), best:    9879/10000 (98.79%), error:       411.07635, best error:       388.93915 on epoch:    82, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 267.8509521484s, input_fired_time: 7.4545922279, output_fired_time: 4.5343899727, propagate_forward_time: 97.6436996460, propagate_backward_time: 150.8926849365, weight_update_time: 0.3675673604, other_time: 7.3255767822
epoch time: 21.5874824524s, input_fired_time: 0.8102749586, output_fired_time: 0.0000000000, propagate_forward_time: 19.4485645294, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3286437988
validation[          , genome 10699] predictions:    9875/  10000 (98.75%), best:    9879/10000 (98.79%), error:       393.45172, best error:       388.93915 on epoch:    82, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 268.9487915039s, input_fired_time: 7.4645867348, output_fired_time: 4.5455818176, propagate_forward_time: 98.0673751831, propagate_backward_time: 151.5443267822, weight_update_time: 0.3696925044, other_time: 7.3268890381
epoch time: 21.6260395050s, input_fired_time: 0.8101838231, output_fired_time: 0.0000000000, propagate_forward_time: 19.4868106842, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3290443420
validation[          , genome 10699] predictions:    9869/  10000 (98.69%), best:    9879/10000 (98.79%), error:       428.52374, best error:       388.93915 on epoch:    82, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 267.5368347168s, input_fired_time: 7.4104914665, output_fired_time: 4.5286812782, propagate_forward_time: 97.5591506958, propagate_backward_time: 150.7335510254, weight_update_time: 0.3672600091, other_time: 7.3049621582
epoch time: 21.6032581329s, input_fired_time: 0.8072130680, output_fired_time: 0.0000000000, propagate_forward_time: 19.4538955688, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3421497345
validation[          , genome 10699] predictions:    9870/  10000 (98.70%), best:    9879/10000 (98.79%), error:       414.84677, best error:       388.93915 on epoch:    82, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 267.7196044922s, input_fired_time: 7.4553751945, output_fired_time: 4.5333261490, propagate_forward_time: 97.5422363281, propagate_backward_time: 150.8809814453, weight_update_time: 0.3682872951, other_time: 7.3076782227
epoch time: 21.6002769470s, input_fired_time: 0.8138613701, output_fired_time: 0.0000000000, propagate_forward_time: 19.4624023438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3240127563
validation[          , genome 10699] predictions:    9872/  10000 (98.72%), best:    9879/10000 (98.79%), error:       411.57788, best error:       388.93915 on epoch:    82, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 267.7045288086s, input_fired_time: 7.4557666779, output_fired_time: 4.5320158005, propagate_forward_time: 97.5169830322, propagate_backward_time: 150.8859252930, weight_update_time: 0.3682239652, other_time: 7.3138275146
epoch time: 21.6145401001s, input_fired_time: 0.8135141134, output_fired_time: 0.0000000000, propagate_forward_time: 19.4698162079, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3312091827
validation[          , genome 10699] predictions:    9874/  10000 (98.74%), best:    9879/10000 (98.79%), error:       401.98944, best error:       388.93915 on epoch:    82, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 267.9934387207s, input_fired_time: 7.4625730515, output_fired_time: 4.5306568146, propagate_forward_time: 97.6548690796, propagate_backward_time: 151.0590057373, weight_update_time: 0.3684332967, other_time: 7.2863006592
epoch time: 21.5887813568s, input_fired_time: 0.8110033274, output_fired_time: 0.0000000000, propagate_forward_time: 19.4552497864, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3225288391
validation[          , genome 10699] predictions:    9882/  10000 (98.82%), best:    9879/10000 (98.79%), error:       408.12619, best error:       388.93915 on epoch:    82, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 267.6712036133s, input_fired_time: 7.4553418159, output_fired_time: 4.5257911682, propagate_forward_time: 97.4965209961, propagate_backward_time: 150.8946685791, weight_update_time: 0.3683672547, other_time: 7.2988739014
epoch time: 21.6018524170s, input_fired_time: 0.8136862516, output_fired_time: 0.0000000000, propagate_forward_time: 19.4661445618, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3220214844
validation[          , genome 10699] predictions:    9869/  10000 (98.69%), best:    9879/10000 (98.79%), error:       421.09259, best error:       388.93915 on epoch:    82, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 267.5005493164s, input_fired_time: 7.4654569626, output_fired_time: 4.5252342224, propagate_forward_time: 97.3935394287, propagate_backward_time: 150.8049163818, weight_update_time: 0.3676399887, other_time: 7.3114013672
epoch time: 21.6242904663s, input_fired_time: 0.8152945638, output_fired_time: 0.0000000000, propagate_forward_time: 19.4775314331, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3314647675
validation[          , genome 10699] predictions:    9866/  10000 (98.66%), best:    9879/10000 (98.79%), error:       416.70599, best error:       388.93915 on epoch:    82, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 267.7787475586s, input_fired_time: 7.4739379883, output_fired_time: 4.5295524597, propagate_forward_time: 97.5551223755, propagate_backward_time: 150.9256286621, weight_update_time: 0.3676242530, other_time: 7.2944946289
epoch time: 22.0154399872s, input_fired_time: 0.8205230236, output_fired_time: 0.0000000000, propagate_forward_time: 19.8448638916, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3500537872
validation[          , genome 10699] predictions:    9883/  10000 (98.83%), best:    9879/10000 (98.79%), error:       394.17368, best error:       388.93915 on epoch:    82, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 268.5363769531s, input_fired_time: 7.4567108154, output_fired_time: 4.5413560867, propagate_forward_time: 97.9361190796, propagate_backward_time: 151.2891387939, weight_update_time: 0.3684212565, other_time: 7.3130340576
epoch time: 21.5752906799s, input_fired_time: 0.8016245365, output_fired_time: 0.0000000000, propagate_forward_time: 19.4480304718, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3256359100
validation[          , genome 10699] predictions:    9869/  10000 (98.69%), best:    9879/10000 (98.79%), error:       426.11758, best error:       388.93915 on epoch:    82, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 267.7436523438s, input_fired_time: 7.4560337067, output_fired_time: 4.5368685722, propagate_forward_time: 97.5215454102, propagate_backward_time: 150.9190979004, weight_update_time: 0.3686581254, other_time: 7.3101196289
epoch time: 21.6013298035s, input_fired_time: 0.8118741512, output_fired_time: 0.0000000000, propagate_forward_time: 19.4601402283, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3293151855
validation[          , genome 10699] predictions:    9879/  10000 (98.79%), best:    9879/10000 (98.79%), error:       397.74622, best error:       388.93915 on epoch:    82, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 267.5177307129s, input_fired_time: 7.4687304497, output_fired_time: 4.5252628326, propagate_forward_time: 97.5048141479, propagate_backward_time: 150.6781005859, weight_update_time: 0.3678049147, other_time: 7.3408203125
epoch time: 21.6540851593s, input_fired_time: 0.8233425021, output_fired_time: 0.0000000000, propagate_forward_time: 19.4813442230, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3493976593
validation[          , genome 10699] predictions:    9877/  10000 (98.77%), best:    9879/10000 (98.79%), error:       402.74139, best error:       388.93915 on epoch:    82, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 268.3573303223s, input_fired_time: 7.4857544899, output_fired_time: 4.5410580635, propagate_forward_time: 97.7603302002, propagate_backward_time: 151.2215270996, weight_update_time: 0.3685407639, other_time: 7.3486785889
epoch time: 21.6124706268s, input_fired_time: 0.8143413067, output_fired_time: 0.0000000000, propagate_forward_time: 19.4668960571, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3312339783
validation[          , genome 10699] predictions:    9878/  10000 (98.78%), best:    9879/10000 (98.79%), error:       399.12723, best error:       388.93915 on epoch:    82, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 268.4756469727s, input_fired_time: 7.4775214195, output_fired_time: 4.5401363373, propagate_forward_time: 97.7991943359, propagate_backward_time: 151.2877960205, weight_update_time: 0.3691637814, other_time: 7.3710174561
epoch time: 21.6262359619s, input_fired_time: 0.8179816604, output_fired_time: 0.0000000000, propagate_forward_time: 19.4636001587, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3446540833
validation[          , genome 10699] predictions:    9874/  10000 (98.74%), best:    9879/10000 (98.79%), error:       406.38397, best error:       388.93915 on epoch:    82, 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: 108.2805252075s, input_fired_time: 4.1215729713, output_fired_time: 0.0000000000, propagate_forward_time: 97.4069213867, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 6.7520294189
best training[          , genome 10699] predictions:   49997/  50000 (99.99%), best:    9879/10000 (98.79%), error:       153.97426, best error:       388.93915 on epoch:    82, 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: 21.7099533081s, input_fired_time: 0.8057532907, output_fired_time: 0.0000000000, propagate_forward_time: 19.5583019257, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3458976746
   testing[          , genome 10699] predictions:    9879/  10000 (98.79%), best:    9879/10000 (98.79%), error:       372.05731, best error:       388.93915 on epoch:    82, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
02:04:45 (22725): called boinc_finish(0)

</stderr_txt>
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