Nameexact_genome_1512568488_43_7111_0
Workunit2606857
Created7 Dec 2017, 23:55:25 UTC
Sent8 Dec 2017, 0:03:05 UTC
Report deadline18 Dec 2017, 0:20:51 UTC
Received8 Dec 2017, 17:20:31 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID66479
Run time6 hours 13 min 32 sec
CPU time6 hours 9 min 17 sec
Validate stateValid
Credit2,503.09
Device peak FLOPS2.49 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size156.36 MB
Peak swap size154.63 MB
Peak disk usage2.18 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
912.70453 on epoch:     8, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 201.5436248779s, input_fired_time: 1.9755376577, output_fired_time: 2.0045039654, propagate_forward_time: 79.2788238525, propagate_backward_time: 114.3360214233, weight_update_time: 0.2651695609, other_time: 3.9487380981
epoch time: 17.1659641266s, input_fired_time: 0.2468864322, output_fired_time: 0.0000000000, propagate_forward_time: 16.1663208008, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7527561188
validation[          , genome  7111] predictions:    9720/  10000 (97.20%), best:    9730/10000 (97.30%), error:       923.74493, best error:       912.70453 on epoch:     8, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 200.7259063721s, input_fired_time: 1.9699655771, output_fired_time: 1.9890066385, propagate_forward_time: 78.6860427856, propagate_backward_time: 114.1403350830, weight_update_time: 0.2631309330, other_time: 3.9405441284
epoch time: 16.8954601288s, input_fired_time: 0.2472483665, output_fired_time: 0.0000000000, propagate_forward_time: 15.9443998337, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7038125992
validation[          , genome  7111] predictions:    9643/  10000 (96.43%), best:    9730/10000 (97.30%), error:      1134.75220, best error:       912.70453 on epoch:     8, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 203.7469329834s, input_fired_time: 1.9900048971, output_fired_time: 2.0063436031, propagate_forward_time: 80.4399642944, propagate_backward_time: 115.3831481934, weight_update_time: 0.2680318654, other_time: 3.9274673462
epoch time: 16.9580841064s, input_fired_time: 0.2472813874, output_fired_time: 0.0000000000, propagate_forward_time: 15.9777050018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7330970764
validation[          , genome  7111] predictions:    9739/  10000 (97.39%), best:    9739/10000 (97.39%), error:       874.27539, best error:       874.27539 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 200.3606414795s, input_fired_time: 1.9637128115, output_fired_time: 1.9802443981, propagate_forward_time: 78.2897949219, propagate_backward_time: 114.1755523682, weight_update_time: 0.2635291219, other_time: 3.9513397217
epoch time: 16.5693893433s, input_fired_time: 0.2407773137, output_fired_time: 0.0000000000, propagate_forward_time: 15.6298589706, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6987524033
validation[          , genome  7111] predictions:    9711/  10000 (97.11%), best:    9739/10000 (97.39%), error:       963.79285, best error:       874.27539 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 201.7324829102s, input_fired_time: 1.9732979536, output_fired_time: 1.9849128723, propagate_forward_time: 79.3889465332, propagate_backward_time: 114.4634323120, weight_update_time: 0.2650823891, other_time: 3.9218978882
epoch time: 16.9780483246s, input_fired_time: 0.2466798872, output_fired_time: 0.0000000000, propagate_forward_time: 16.0425739288, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6887950897
validation[          , genome  7111] predictions:    9699/  10000 (96.99%), best:    9739/10000 (97.39%), error:       979.75494, best error:       874.27539 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 202.1884002686s, input_fired_time: 1.9758052826, output_fired_time: 2.0189118385, propagate_forward_time: 79.3854522705, propagate_backward_time: 114.9115753174, weight_update_time: 0.2658272684, other_time: 3.8966674805
epoch time: 16.7070198059s, input_fired_time: 0.2424290031, output_fired_time: 0.0000000000, propagate_forward_time: 15.7773256302, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6872644424
validation[          , genome  7111] predictions:    9732/  10000 (97.32%), best:    9739/10000 (97.39%), error:       900.76929, best error:       874.27539 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 200.3197174072s, input_fired_time: 1.9715801477, output_fired_time: 1.9818407297, propagate_forward_time: 78.7705383301, propagate_backward_time: 113.6333160400, weight_update_time: 0.2638371587, other_time: 3.9624481201
epoch time: 17.0168418884s, input_fired_time: 0.2498854250, output_fired_time: 0.0000000000, propagate_forward_time: 15.9965429306, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7704133987
validation[          , genome  7111] predictions:    9730/  10000 (97.30%), best:    9739/10000 (97.39%), error:       895.24628, best error:       874.27539 on epoch:    17, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 201.3225250244s, input_fired_time: 1.9717421532, output_fired_time: 1.9953546524, propagate_forward_time: 79.0400085449, propagate_backward_time: 114.3768310547, weight_update_time: 0.2652621865, other_time: 3.9385833740
epoch time: 16.2688579559s, input_fired_time: 0.2363893688, output_fired_time: 0.0000000000, propagate_forward_time: 15.3660011292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6664676666
validation[          , genome  7111] predictions:    9640/  10000 (96.40%), best:    9739/10000 (97.39%), error:      1197.72339, best error:       874.27539 on epoch:    17, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 200.8903350830s, input_fired_time: 1.9738364220, output_fired_time: 2.0028338432, propagate_forward_time: 79.0127258301, propagate_backward_time: 113.9808959961, weight_update_time: 0.2637614310, other_time: 3.9200439453
epoch time: 16.4288253784s, input_fired_time: 0.2409589887, output_fired_time: 0.0000000000, propagate_forward_time: 15.5235948563, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6642713547
validation[          , genome  7111] predictions:    9757/  10000 (97.57%), best:    9757/10000 (97.57%), error:       803.54230, best error:       803.54230 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 200.6015777588s, input_fired_time: 1.9788179398, output_fired_time: 1.9907664061, propagate_forward_time: 79.0589294434, propagate_backward_time: 113.6038513184, weight_update_time: 0.2636831403, other_time: 3.9692077637
epoch time: 16.9504871368s, input_fired_time: 0.2449996769, output_fired_time: 0.0000000000, propagate_forward_time: 16.0214061737, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6840820313
validation[          , genome  7111] predictions:    9686/  10000 (96.86%), best:    9757/10000 (97.57%), error:      1017.52979, best error:       803.54230 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 202.5603485107s, input_fired_time: 1.9926013947, output_fired_time: 2.0038366318, propagate_forward_time: 79.7662582397, propagate_backward_time: 114.7934417725, weight_update_time: 0.2692536712, other_time: 4.0042190552
epoch time: 16.6687335968s, input_fired_time: 0.2451982200, output_fired_time: 0.0000000000, propagate_forward_time: 15.7106418610, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7128944397
validation[          , genome  7111] predictions:    9760/  10000 (97.60%), best:    9757/10000 (97.57%), error:       813.88165, best error:       803.54230 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 200.5556488037s, input_fired_time: 1.9728674889, output_fired_time: 1.9903271198, propagate_forward_time: 78.7461090088, propagate_backward_time: 113.8946990967, weight_update_time: 0.2631951571, other_time: 3.9516448975
epoch time: 16.2839279175s, input_fired_time: 0.2392978668, output_fired_time: 0.0000000000, propagate_forward_time: 15.3780488968, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6665811539
validation[          , genome  7111] predictions:    9729/  10000 (97.29%), best:    9757/10000 (97.57%), error:       887.33936, best error:       803.54230 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 202.7970581055s, input_fired_time: 1.9883593321, output_fired_time: 2.0066766739, propagate_forward_time: 79.4880828857, propagate_backward_time: 115.3455963135, weight_update_time: 0.2664358914, other_time: 3.9683380127
epoch time: 16.2884559631s, input_fired_time: 0.2380446196, output_fired_time: 0.0000000000, propagate_forward_time: 15.3708105087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6796007156
validation[          , genome  7111] predictions:    9711/  10000 (97.11%), best:    9757/10000 (97.57%), error:       963.37109, best error:       803.54230 on epoch:    23, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 204.8366851807s, input_fired_time: 2.0125277042, output_fired_time: 2.0443737507, propagate_forward_time: 80.7031173706, propagate_backward_time: 116.0893707275, weight_update_time: 0.2696992457, other_time: 3.9872970581
epoch time: 17.5587902069s, input_fired_time: 0.2513104677, output_fired_time: 0.0000000000, propagate_forward_time: 16.5694885254, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7379913330
validation[          , genome  7111] predictions:    9717/  10000 (97.17%), best:    9757/10000 (97.57%), error:       941.76654, best error:       803.54230 on epoch:    23, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 201.8670501709s, input_fired_time: 1.9833045006, output_fired_time: 1.9921760559, propagate_forward_time: 79.3521652222, propagate_backward_time: 114.5649948120, weight_update_time: 0.2660809755, other_time: 3.9744110107
epoch time: 17.4499645233s, input_fired_time: 0.2527725995, output_fired_time: 0.0000000000, propagate_forward_time: 16.4833831787, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7138080597
validation[          , genome  7111] predictions:    9731/  10000 (97.31%), best:    9757/10000 (97.57%), error:       884.50110, best error:       803.54230 on epoch:    23, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 202.0586242676s, input_fired_time: 1.9900829792, output_fired_time: 2.0068488121, propagate_forward_time: 79.4905395508, propagate_backward_time: 114.5703811646, weight_update_time: 0.2671783864, other_time: 4.0007705688
epoch time: 16.9909648895s, input_fired_time: 0.2486419976, output_fired_time: 0.0000000000, propagate_forward_time: 16.0004367828, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7418861389
validation[          , genome  7111] predictions:    9776/  10000 (97.76%), best:    9776/10000 (97.76%), error:       767.64545, best error:       767.64545 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 200.3208465576s, input_fired_time: 1.9796880484, output_fired_time: 1.9986634254, propagate_forward_time: 78.7453918457, propagate_backward_time: 113.7196655273, weight_update_time: 0.2638669908, other_time: 3.8774414063
epoch time: 16.5849933624s, input_fired_time: 0.2446644604, output_fired_time: 0.0000000000, propagate_forward_time: 15.6407194138, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6996088028
validation[          , genome  7111] predictions:    9727/  10000 (97.27%), best:    9776/10000 (97.76%), error:       906.22949, best error:       767.64545 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 200.2319335938s, input_fired_time: 1.9731467962, output_fired_time: 1.9978230000, propagate_forward_time: 78.6626663208, propagate_backward_time: 113.6873474121, weight_update_time: 0.2636056542, other_time: 3.9109573364
epoch time: 16.3767089844s, input_fired_time: 0.2419539243, output_fired_time: 0.0000000000, propagate_forward_time: 15.4371271133, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6976270676
validation[          , genome  7111] predictions:    9787/  10000 (97.87%), best:    9787/10000 (97.87%), error:       741.57574, best error:       741.57574 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 201.8279724121s, input_fired_time: 1.9872611761, output_fired_time: 2.0089504719, propagate_forward_time: 79.3774566650, propagate_backward_time: 114.5424880981, weight_update_time: 0.2656671703, other_time: 3.9118118286
epoch time: 16.3061065674s, input_fired_time: 0.2432037145, output_fired_time: 0.0000000000, propagate_forward_time: 15.3785943985, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6843080521
validation[          , genome  7111] predictions:    9726/  10000 (97.26%), best:    9787/10000 (97.87%), error:       870.79944, best error:       741.57574 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 200.3569946289s, input_fired_time: 1.9780446291, output_fired_time: 1.9833711386, propagate_forward_time: 78.8585433960, propagate_backward_time: 113.5933532715, weight_update_time: 0.2650668621, other_time: 3.9436874390
epoch time: 17.2573738098s, input_fired_time: 0.2520820796, output_fired_time: 0.0000000000, propagate_forward_time: 16.2975482941, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7077426910
validation[          , genome  7111] predictions:    9752/  10000 (97.52%), best:    9787/10000 (97.87%), error:       790.51312, best error:       741.57574 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 200.9205169678s, input_fired_time: 1.9781416655, output_fired_time: 1.9826111794, propagate_forward_time: 78.8214492798, propagate_backward_time: 114.2041931152, weight_update_time: 0.2655836344, other_time: 3.9341354370
epoch time: 16.9810619354s, input_fired_time: 0.2476740777, output_fired_time: 0.0000000000, propagate_forward_time: 16.0425052643, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6908817291
validation[          , genome  7111] predictions:    9741/  10000 (97.41%), best:    9787/10000 (97.87%), error:       790.35980, best error:       741.57574 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 198.5431823730s, input_fired_time: 1.9677865505, output_fired_time: 1.9735487700, propagate_forward_time: 78.0968170166, propagate_backward_time: 112.5688934326, weight_update_time: 0.2613178194, other_time: 3.9361419678
epoch time: 17.1789188385s, input_fired_time: 0.2497482300, output_fired_time: 0.0000000000, propagate_forward_time: 16.2236442566, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7055263519
validation[          , genome  7111] predictions:    9706/  10000 (97.06%), best:    9787/10000 (97.87%), error:       938.17358, best error:       741.57574 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 202.1070861816s, input_fired_time: 1.9850879908, output_fired_time: 1.9977140427, propagate_forward_time: 79.2615661621, propagate_backward_time: 114.9344940186, weight_update_time: 0.2655366957, other_time: 3.9282226563
epoch time: 17.1079406738s, input_fired_time: 0.2521185577, output_fired_time: 0.0000000000, propagate_forward_time: 16.1012897491, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7545318604
validation[          , genome  7111] predictions:    9729/  10000 (97.29%), best:    9787/10000 (97.87%), error:       890.90503, best error:       741.57574 on epoch:    32, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 200.1786499023s, input_fired_time: 1.9849370718, output_fired_time: 1.9968004227, propagate_forward_time: 78.7061004639, propagate_backward_time: 113.5741271973, weight_update_time: 0.2647156119, other_time: 3.9166870117
epoch time: 16.2494659424s, input_fired_time: 0.2409269661, output_fired_time: 0.0000000000, propagate_forward_time: 15.3339252472, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6746139526
validation[          , genome  7111] predictions:    9764/  10000 (97.64%), best:    9787/10000 (97.87%), error:       755.68549, best error:       741.57574 on epoch:    32, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 203.1303710938s, input_fired_time: 2.0021088123, output_fired_time: 2.0171852112, propagate_forward_time: 79.9036865234, propagate_backward_time: 115.2238388062, weight_update_time: 0.2664962709, other_time: 3.9835586548
epoch time: 17.2574729919s, input_fired_time: 0.2545489967, output_fired_time: 0.0000000000, propagate_forward_time: 16.2439804077, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7589435577
validation[          , genome  7111] predictions:    9769/  10000 (97.69%), best:    9787/10000 (97.87%), error:       775.35059, best error:       741.57574 on epoch:    32, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 204.4205017090s, input_fired_time: 2.0087976456, output_fired_time: 2.0291178226, propagate_forward_time: 80.0550384521, propagate_backward_time: 116.3292007446, weight_update_time: 0.2696127892, other_time: 3.9983444214
epoch time: 16.9537963867s, input_fired_time: 0.2507509291, output_fired_time: 0.0000000000, propagate_forward_time: 15.9445028305, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7585420609
validation[          , genome  7111] predictions:    9730/  10000 (97.30%), best:    9787/10000 (97.87%), error:       856.79333, best error:       741.57574 on epoch:    32, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 203.5597076416s, input_fired_time: 2.0001904964, output_fired_time: 2.0062520504, propagate_forward_time: 79.7901840210, propagate_backward_time: 115.8309631348, weight_update_time: 0.2665541470, other_time: 3.9321212769
epoch time: 17.3036117554s, input_fired_time: 0.2523028851, output_fired_time: 0.0000000000, propagate_forward_time: 16.3481044769, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7032051086
validation[          , genome  7111] predictions:    9763/  10000 (97.63%), best:    9787/10000 (97.87%), error:       767.16766, best error:       741.57574 on epoch:    32, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 203.5711975098s, input_fired_time: 2.0055503845, output_fired_time: 2.0152156353, propagate_forward_time: 79.9281997681, propagate_backward_time: 115.5332107544, weight_update_time: 0.2686907351, other_time: 4.0890197754
epoch time: 16.5827941895s, input_fired_time: 0.2448928654, output_fired_time: 0.0000000000, propagate_forward_time: 15.6288871765, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7090148926
validation[          , genome  7111] predictions:    9780/  10000 (97.80%), best:    9780/10000 (97.80%), error:       717.43390, best error:       717.43390 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 199.9673004150s, input_fired_time: 1.9779331684, output_fired_time: 1.9772448540, propagate_forward_time: 78.3430709839, propagate_backward_time: 113.7029418945, weight_update_time: 0.2643393576, other_time: 3.9661026001
epoch time: 17.1505088806s, input_fired_time: 0.2529999614, output_fired_time: 0.0000000000, propagate_forward_time: 16.2076854706, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6898231506
validation[          , genome  7111] predictions:    9739/  10000 (97.39%), best:    9780/10000 (97.80%), error:       823.65912, best error:       717.43390 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 204.1212768555s, input_fired_time: 2.0123801231, output_fired_time: 2.0214815140, propagate_forward_time: 80.4890136719, propagate_backward_time: 115.5954971313, weight_update_time: 0.2684036195, other_time: 4.0029067993
epoch time: 16.6933498383s, input_fired_time: 0.2445241958, output_fired_time: 0.0000000000, propagate_forward_time: 15.7683916092, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6804342270
validation[          , genome  7111] predictions:    9710/  10000 (97.10%), best:    9780/10000 (97.80%), error:       936.82294, best error:       717.43390 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 195.5240631104s, input_fired_time: 1.9570494890, output_fired_time: 1.9384750128, propagate_forward_time: 77.0480346680, propagate_backward_time: 110.6703262329, weight_update_time: 0.2615126967, other_time: 3.9101791382
epoch time: 16.2722148895s, input_fired_time: 0.2422051281, output_fired_time: 0.0000000000, propagate_forward_time: 15.3062934875, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7237167358
validation[          , genome  7111] predictions:    9741/  10000 (97.41%), best:    9780/10000 (97.80%), error:       837.25616, best error:       717.43390 on epoch:    42, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 202.8591766357s, input_fired_time: 2.0011465549, output_fired_time: 1.9975525141, propagate_forward_time: 79.8496780396, propagate_backward_time: 115.0724105835, weight_update_time: 0.2675527930, other_time: 3.9383850098
epoch time: 17.0896320343s, input_fired_time: 0.2526172400, output_fired_time: 0.0000000000, propagate_forward_time: 16.0915374756, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7454776764
validation[          , genome  7111] predictions:    9743/  10000 (97.43%), best:    9780/10000 (97.80%), error:       801.15814, best error:       717.43390 on epoch:    42, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 198.7026672363s, input_fired_time: 1.9735893011, output_fired_time: 1.9690189362, propagate_forward_time: 78.1780090332, propagate_backward_time: 112.7382965088, weight_update_time: 0.2628452778, other_time: 3.8437500000
epoch time: 16.4060478210s, input_fired_time: 0.2421205491, output_fired_time: 0.0000000000, propagate_forward_time: 15.4757184982, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6882085800
validation[          , genome  7111] predictions:    9769/  10000 (97.69%), best:    9780/10000 (97.80%), error:       770.49371, best error:       717.43390 on epoch:    42, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 202.6824035645s, input_fired_time: 2.0016641617, output_fired_time: 2.0039489269, propagate_forward_time: 79.6607360840, propagate_backward_time: 115.0863571167, weight_update_time: 0.2678390741, other_time: 3.9296951294
epoch time: 16.8354835510s, input_fired_time: 0.2503489256, output_fired_time: 0.0000000000, propagate_forward_time: 15.8927640915, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6923704147
validation[          , genome  7111] predictions:    9686/  10000 (96.86%), best:    9780/10000 (97.80%), error:       981.66992, best error:       717.43390 on epoch:    42, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 202.3602600098s, input_fired_time: 1.9965434074, output_fired_time: 2.0003337860, propagate_forward_time: 79.4770660400, propagate_backward_time: 114.9188156128, weight_update_time: 0.2649779022, other_time: 3.9675064087
epoch time: 16.8797283173s, input_fired_time: 0.2499632686, output_fired_time: 0.0000000000, propagate_forward_time: 15.9293813705, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7003831863
validation[          , genome  7111] predictions:    9755/  10000 (97.55%), best:    9780/10000 (97.80%), error:       762.22034, best error:       717.43390 on epoch:    42, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 204.3706512451s, input_fired_time: 2.0161333084, output_fired_time: 2.0213112831, propagate_forward_time: 80.4959716797, propagate_backward_time: 115.8837051392, weight_update_time: 0.2689433098, other_time: 3.9535293579
epoch time: 16.3951187134s, input_fired_time: 0.2458509058, output_fired_time: 0.0000000000, propagate_forward_time: 15.4621419907, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6871252060
validation[          , genome  7111] predictions:    9750/  10000 (97.50%), best:    9780/10000 (97.80%), error:       815.16998, best error:       717.43390 on epoch:    42, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 204.3577117920s, input_fired_time: 2.0139973164, output_fired_time: 2.0236511230, propagate_forward_time: 80.3230056763, propagate_backward_time: 115.9944381714, weight_update_time: 0.2690429688, other_time: 4.0026245117
epoch time: 15.6767711639s, input_fired_time: 0.2372179329, output_fired_time: 0.0000000000, propagate_forward_time: 14.7636566162, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6758966446
validation[          , genome  7111] predictions:    9720/  10000 (97.20%), best:    9780/10000 (97.80%), error:       910.85626, best error:       717.43390 on epoch:    42, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 203.3285675049s, input_fired_time: 2.0167000294, output_fired_time: 2.0222401619, propagate_forward_time: 80.0250167847, propagate_backward_time: 115.3090896606, weight_update_time: 0.2673032582, other_time: 3.9555206299
epoch time: 17.0866737366s, input_fired_time: 0.2529363930, output_fired_time: 0.0000000000, propagate_forward_time: 16.1218795776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7118568420
validation[          , genome  7111] predictions:    9737/  10000 (97.37%), best:    9780/10000 (97.80%), error:       894.93329, best error:       717.43390 on epoch:    42, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 202.4729461670s, input_fired_time: 2.0094363689, output_fired_time: 2.0416252613, propagate_forward_time: 79.7960281372, propagate_backward_time: 114.7145843506, weight_update_time: 0.2667216361, other_time: 3.9112777710
epoch time: 17.0389995575s, input_fired_time: 0.2541090548, output_fired_time: 0.0000000000, propagate_forward_time: 16.0698699951, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7150211334
validation[          , genome  7111] predictions:    9754/  10000 (97.54%), best:    9780/10000 (97.80%), error:       810.57898, best error:       717.43390 on epoch:    42, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 201.8698425293s, input_fired_time: 2.0024487972, output_fired_time: 2.0048832893, propagate_forward_time: 79.1546096802, propagate_backward_time: 114.7420120239, weight_update_time: 0.2654253244, other_time: 3.9658966064
epoch time: 16.9510765076s, input_fired_time: 0.2500104904, output_fired_time: 0.0000000000, propagate_forward_time: 16.0150814056, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6859836578
validation[          , genome  7111] predictions:    9750/  10000 (97.50%), best:    9780/10000 (97.80%), error:       810.31696, best error:       717.43390 on epoch:    42, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 202.1359405518s, input_fired_time: 2.0080053806, output_fired_time: 2.0015318394, propagate_forward_time: 79.7164230347, propagate_backward_time: 114.4793548584, weight_update_time: 0.2663627267, other_time: 3.9306259155
epoch time: 17.2136840820s, input_fired_time: 0.2527605891, output_fired_time: 0.0000000000, propagate_forward_time: 16.1441097260, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8168144226
validation[          , genome  7111] predictions:    9704/  10000 (97.04%), best:    9780/10000 (97.80%), error:       968.89581, best error:       717.43390 on epoch:    42, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 203.1510925293s, input_fired_time: 2.0132591724, output_fired_time: 2.0108530521, propagate_forward_time: 79.8723678589, propagate_backward_time: 115.2920989990, weight_update_time: 0.2690692842, other_time: 3.9625167847
epoch time: 16.8376750946s, input_fired_time: 0.2492807508, output_fired_time: 0.0000000000, propagate_forward_time: 15.9059038162, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6824903488
validation[          , genome  7111] predictions:    9754/  10000 (97.54%), best:    9780/10000 (97.80%), error:       798.37000, best error:       717.43390 on epoch:    42, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 203.7131805420s, input_fired_time: 2.0134885311, output_fired_time: 2.0189547539, propagate_forward_time: 79.9191894531, propagate_backward_time: 115.7468795776, weight_update_time: 0.2670347393, other_time: 4.0146713257
epoch time: 17.1407814026s, input_fired_time: 0.2540034354, output_fired_time: 0.0000000000, propagate_forward_time: 16.1665096283, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7202682495
validation[          , genome  7111] predictions:    9745/  10000 (97.45%), best:    9780/10000 (97.80%), error:       814.51379, best error:       717.43390 on epoch:    42, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 203.1974792480s, input_fired_time: 2.0236022472, output_fired_time: 2.0149238110, propagate_forward_time: 79.8868408203, propagate_backward_time: 115.2736434937, weight_update_time: 0.2678835094, other_time: 3.9984664917
epoch time: 16.9539699554s, input_fired_time: 0.2506951690, output_fired_time: 0.0000000000, propagate_forward_time: 16.0102062225, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6930694580
validation[          , genome  7111] predictions:    9751/  10000 (97.51%), best:    9780/10000 (97.80%), error:       871.31769, best error:       717.43390 on epoch:    42, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 202.0133819580s, input_fired_time: 2.0016674995, output_fired_time: 2.0006725788, propagate_forward_time: 79.3320541382, propagate_backward_time: 114.6824645996, weight_update_time: 0.2669321597, other_time: 3.9965286255
epoch time: 16.2917556763s, input_fired_time: 0.2450094670, output_fired_time: 0.0000000000, propagate_forward_time: 15.3796749115, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6670703888
validation[          , genome  7111] predictions:    9753/  10000 (97.53%), best:    9780/10000 (97.80%), error:       866.93567, best error:       717.43390 on epoch:    42, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 199.1694946289s, input_fired_time: 1.9815706015, output_fired_time: 1.9696555138, propagate_forward_time: 78.1762390137, propagate_backward_time: 113.1615524292, weight_update_time: 0.2625268400, other_time: 3.8804855347
epoch time: 17.1366004944s, input_fired_time: 0.2549500763, output_fired_time: 0.0000000000, propagate_forward_time: 16.1288890839, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7527618408
validation[          , genome  7111] predictions:    9719/  10000 (97.19%), best:    9780/10000 (97.80%), error:       907.21887, best error:       717.43390 on epoch:    42, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 200.5941314697s, input_fired_time: 1.9921997786, output_fired_time: 1.9849139452, propagate_forward_time: 78.6541213989, propagate_backward_time: 114.1074676514, weight_update_time: 0.2646265030, other_time: 3.8554306030
epoch time: 16.9948673248s, input_fired_time: 0.2525900006, output_fired_time: 0.0000000000, propagate_forward_time: 16.0501422882, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6921348572
validation[          , genome  7111] predictions:    9759/  10000 (97.59%), best:    9780/10000 (97.80%), error:       757.92902, best error:       717.43390 on epoch:    42, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 202.6948089600s, input_fired_time: 2.0026826859, output_fired_time: 2.0079998970, propagate_forward_time: 79.5559997559, propagate_backward_time: 115.1810836792, weight_update_time: 0.2679712474, other_time: 3.9470443726
epoch time: 16.5051021576s, input_fired_time: 0.2477230579, output_fired_time: 0.0000000000, propagate_forward_time: 15.5291881561, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7281913757
validation[          , genome  7111] predictions:    9781/  10000 (97.81%), best:    9780/10000 (97.80%), error:       750.00073, best error:       717.43390 on epoch:    42, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 201.8741455078s, input_fired_time: 2.0031247139, output_fired_time: 1.9941431284, propagate_forward_time: 79.1974105835, propagate_backward_time: 114.6780853271, weight_update_time: 0.2664255202, other_time: 4.0013809204
epoch time: 16.2039318085s, input_fired_time: 0.2429397255, output_fired_time: 0.0000000000, propagate_forward_time: 15.2869615555, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6740303040
validation[          , genome  7111] predictions:    9764/  10000 (97.64%), best:    9780/10000 (97.80%), error:       818.98718, best error:       717.43390 on epoch:    42, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 202.3472290039s, input_fired_time: 2.0003743172, output_fired_time: 2.0056970119, propagate_forward_time: 79.4312591553, propagate_backward_time: 114.9182891846, weight_update_time: 0.2654846609, other_time: 3.9916076660
epoch time: 16.8795394897s, input_fired_time: 0.2517668605, output_fired_time: 0.0000000000, propagate_forward_time: 15.7675266266, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8602466583
validation[          , genome  7111] predictions:    9744/  10000 (97.44%), best:    9780/10000 (97.80%), error:       823.26025, best error:       717.43390 on epoch:    42, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 202.1812133789s, input_fired_time: 2.0076336861, output_fired_time: 2.0088613033, propagate_forward_time: 79.7240600586, propagate_backward_time: 114.5801086426, weight_update_time: 0.2656974494, other_time: 3.8605499268
epoch time: 16.6017112732s, input_fired_time: 0.2464377135, output_fired_time: 0.0000000000, propagate_forward_time: 15.5936326981, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7616415024
validation[          , genome  7111] predictions:    9770/  10000 (97.70%), best:    9780/10000 (97.80%), error:       791.91351, best error:       717.43390 on epoch:    42, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 201.6067047119s, input_fired_time: 2.0006172657, output_fired_time: 2.0070841312, propagate_forward_time: 78.7484283447, propagate_backward_time: 114.7840805054, weight_update_time: 0.2660703659, other_time: 4.0665054321
epoch time: 16.7196331024s, input_fired_time: 0.2505105436, output_fired_time: 0.0000000000, propagate_forward_time: 15.6961565018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7729654312
validation[          , genome  7111] predictions:    9730/  10000 (97.30%), best:    9780/10000 (97.80%), error:       865.36713, best error:       717.43390 on epoch:    42, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 199.4087524414s, input_fired_time: 1.9899594784, output_fired_time: 1.9797908068, propagate_forward_time: 78.0751876831, propagate_backward_time: 113.2801971436, weight_update_time: 0.2638044655, other_time: 4.0836105347
epoch time: 17.2770748138s, input_fired_time: 0.2550212741, output_fired_time: 0.0000000000, propagate_forward_time: 16.2804870605, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7415657043
validation[          , genome  7111] predictions:    9782/  10000 (97.82%), best:    9780/10000 (97.80%), error:       785.12109, best error:       717.43390 on epoch:    42, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 200.8755950928s, input_fired_time: 2.0013945103, output_fired_time: 1.9905250072, propagate_forward_time: 78.8611373901, propagate_backward_time: 113.8967056274, weight_update_time: 0.2657457292, other_time: 4.1258392334
epoch time: 15.4426155090s, input_fired_time: 0.2353208959, output_fired_time: 0.0000000000, propagate_forward_time: 14.5551881790, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6521062851
validation[          , genome  7111] predictions:    9683/  10000 (96.83%), best:    9780/10000 (97.80%), error:      1060.91553, best error:       717.43390 on epoch:    42, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 203.7153625488s, input_fired_time: 2.0200216770, output_fired_time: 2.0148315430, propagate_forward_time: 79.9612884521, propagate_backward_time: 115.6532440186, weight_update_time: 0.2708980739, other_time: 4.0659790039
epoch time: 16.7278175354s, input_fired_time: 0.2487746328, output_fired_time: 0.0000000000, propagate_forward_time: 15.7871799469, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6918621063
validation[          , genome  7111] predictions:    9766/  10000 (97.66%), best:    9780/10000 (97.80%), error:       799.18396, best error:       717.43390 on epoch:    42, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 201.9555816650s, input_fired_time: 2.0149989128, output_fired_time: 2.0019292831, propagate_forward_time: 79.4775695801, propagate_backward_time: 114.5202102661, weight_update_time: 0.2662914395, other_time: 3.9408798218
epoch time: 16.8974132538s, input_fired_time: 0.2523255944, output_fired_time: 0.0000000000, propagate_forward_time: 15.9654598236, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6796283722
validation[          , genome  7111] predictions:    9748/  10000 (97.48%), best:    9780/10000 (97.80%), error:       856.30713, best error:       717.43390 on epoch:    42, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 202.4607238770s, input_fired_time: 2.0176846981, output_fired_time: 2.0017879009, propagate_forward_time: 79.7558593750, propagate_backward_time: 114.6862411499, weight_update_time: 0.2681249678, other_time: 3.9991531372
epoch time: 17.5472335815s, input_fired_time: 0.2591470182, output_fired_time: 0.0000000000, propagate_forward_time: 16.5969753265, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6911106110
validation[          , genome  7111] predictions:    9779/  10000 (97.79%), best:    9780/10000 (97.80%), error:       747.57684, best error:       717.43390 on epoch:    42, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 201.3106689453s, input_fired_time: 2.0074033737, output_fired_time: 1.9878966808, propagate_forward_time: 79.1880035400, propagate_backward_time: 114.1681900024, weight_update_time: 0.2654577494, other_time: 3.9591751099
epoch time: 17.1319389343s, input_fired_time: 0.2546290457, output_fired_time: 0.0000000000, propagate_forward_time: 16.1880226135, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6892871857
validation[          , genome  7111] predictions:    9732/  10000 (97.32%), best:    9780/10000 (97.80%), error:       911.59015, best error:       717.43390 on epoch:    42, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 201.3373870850s, input_fired_time: 2.0035068989, output_fired_time: 1.9984756708, propagate_forward_time: 78.7767639160, propagate_backward_time: 114.6306762695, weight_update_time: 0.2627500892, other_time: 3.9279632568
epoch time: 17.0113372803s, input_fired_time: 0.2548214495, output_fired_time: 0.0000000000, propagate_forward_time: 16.0148067474, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7417087555
validation[          , genome  7111] predictions:    9774/  10000 (97.74%), best:    9780/10000 (97.80%), error:       747.24359, best error:       717.43390 on epoch:    42, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 202.6215972900s, input_fired_time: 2.0145726204, output_fired_time: 2.0033092499, propagate_forward_time: 79.6189498901, propagate_backward_time: 115.0596389771, weight_update_time: 0.2671115994, other_time: 3.9251251221
epoch time: 16.9392108917s, input_fired_time: 0.2534493506, output_fired_time: 0.0000000000, propagate_forward_time: 16.0034236908, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6823387146
validation[          , genome  7111] predictions:    9737/  10000 (97.37%), best:    9780/10000 (97.80%), error:       851.26770, best error:       717.43390 on epoch:    42, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 201.9964904785s, input_fired_time: 2.0189547539, output_fired_time: 2.0037314892, propagate_forward_time: 79.3287200928, propagate_backward_time: 114.6015930176, weight_update_time: 0.2659693658, other_time: 4.0434875488
epoch time: 16.7915954590s, input_fired_time: 0.2526955903, output_fired_time: 0.0000000000, propagate_forward_time: 15.8523778915, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6865224838
validation[          , genome  7111] predictions:    9721/  10000 (97.21%), best:    9780/10000 (97.80%), error:       880.79248, best error:       717.43390 on epoch:    42, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 203.0626068115s, input_fired_time: 2.0279755592, output_fired_time: 2.0281395912, propagate_forward_time: 79.8780441284, propagate_backward_time: 115.0970535278, weight_update_time: 0.2682318985, other_time: 4.0314025879
epoch time: 16.1172084808s, input_fired_time: 0.2462461740, output_fired_time: 0.0000000000, propagate_forward_time: 15.1984891891, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6724729538
validation[          , genome  7111] predictions:    9769/  10000 (97.69%), best:    9780/10000 (97.80%), error:       748.42725, best error:       717.43390 on epoch:    42, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 198.6755676270s, input_fired_time: 1.9951598644, output_fired_time: 1.9662250280, propagate_forward_time: 77.8950042725, propagate_backward_time: 112.8439941406, weight_update_time: 0.2619869411, other_time: 3.9751739502
epoch time: 16.9977035522s, input_fired_time: 0.2535533309, output_fired_time: 0.0000000000, propagate_forward_time: 16.0675983429, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6765518188
validation[          , genome  7111] predictions:    9734/  10000 (97.34%), best:    9780/10000 (97.80%), error:       843.95459, best error:       717.43390 on epoch:    42, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 201.6796569824s, input_fired_time: 2.0080671310, output_fired_time: 2.0000658035, propagate_forward_time: 79.1183776855, propagate_backward_time: 114.6405181885, weight_update_time: 0.2660784721, other_time: 3.9126281738
epoch time: 16.4711666107s, input_fired_time: 0.2470730841, output_fired_time: 0.0000000000, propagate_forward_time: 15.5487937927, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6753005981
validation[          , genome  7111] predictions:    9763/  10000 (97.63%), best:    9780/10000 (97.80%), error:       752.99994, best error:       717.43390 on epoch:    42, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 201.2739257813s, input_fired_time: 2.0063242912, output_fired_time: 1.9762616158, propagate_forward_time: 78.9598770142, propagate_backward_time: 114.2782897949, weight_update_time: 0.2660555542, other_time: 4.0531845093
epoch time: 16.8410568237s, input_fired_time: 0.2534497976, output_fired_time: 0.0000000000, propagate_forward_time: 15.8170299530, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7705764771
validation[          , genome  7111] predictions:    9640/  10000 (96.40%), best:    9780/10000 (97.80%), error:      1186.55786, best error:       717.43390 on epoch:    42, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 201.8436889648s, input_fired_time: 2.0218861103, output_fired_time: 2.0003139973, propagate_forward_time: 79.4574661255, propagate_backward_time: 114.2980270386, weight_update_time: 0.2655952573, other_time: 4.0659942627
epoch time: 16.8859443665s, input_fired_time: 0.2521105409, output_fired_time: 0.0000000000, propagate_forward_time: 15.9505815506, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6832513809
validation[          , genome  7111] predictions:    9724/  10000 (97.24%), best:    9780/10000 (97.80%), error:       936.71924, best error:       717.43390 on epoch:    42, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 200.2681884766s, input_fired_time: 2.0028481483, output_fired_time: 1.9874037504, propagate_forward_time: 78.4141387939, propagate_backward_time: 113.9349746704, weight_update_time: 0.2638427615, other_time: 3.9288253784
epoch time: 16.7901592255s, input_fired_time: 0.2525659800, output_fired_time: 0.0000000000, propagate_forward_time: 15.8167762756, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7208175659
validation[          , genome  7111] predictions:    9771/  10000 (97.71%), best:    9780/10000 (97.80%), error:       744.46295, best error:       717.43390 on epoch:    42, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 203.5734710693s, input_fired_time: 2.0344781876, output_fired_time: 2.0187015533, propagate_forward_time: 80.0901794434, propagate_backward_time: 115.3762435913, weight_update_time: 0.2699012160, other_time: 4.0538558960
epoch time: 17.0560436249s, input_fired_time: 0.2535784841, output_fired_time: 0.0000000000, propagate_forward_time: 16.0882720947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7141933441
validation[          , genome  7111] predictions:    9760/  10000 (97.60%), best:    9780/10000 (97.80%), error:       811.16284, best error:       717.43390 on epoch:    42, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 201.4634704590s, input_fired_time: 2.0125732422, output_fired_time: 1.9894196987, propagate_forward_time: 79.0327301025, propagate_backward_time: 114.4000549316, weight_update_time: 0.2646678686, other_time: 4.0286865234
epoch time: 17.1221027374s, input_fired_time: 0.2563448548, output_fired_time: 0.0000000000, propagate_forward_time: 16.1821136475, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6836433411
validation[          , genome  7111] predictions:    9756/  10000 (97.56%), best:    9780/10000 (97.80%), error:       811.51843, best error:       717.43390 on epoch:    42, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 198.9749755859s, input_fired_time: 1.9952033758, output_fired_time: 1.9810837507, propagate_forward_time: 78.1256103516, propagate_backward_time: 112.9603881836, weight_update_time: 0.2620762289, other_time: 3.9126892090
epoch time: 16.9262809753s, input_fired_time: 0.2551001608, output_fired_time: 0.0000000000, propagate_forward_time: 15.9761228561, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6950578690
validation[          , genome  7111] predictions:    9686/  10000 (96.86%), best:    9780/10000 (97.80%), error:       985.98883, best error:       717.43390 on epoch:    42, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 202.5547943115s, input_fired_time: 2.0292756557, output_fired_time: 2.0143151283, propagate_forward_time: 79.5145111084, propagate_backward_time: 114.8798217773, weight_update_time: 0.2663894594, other_time: 4.1168670654
epoch time: 17.3426456451s, input_fired_time: 0.2599070072, output_fired_time: 0.0000000000, propagate_forward_time: 16.3691749573, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7135639191
validation[          , genome  7111] predictions:    9776/  10000 (97.76%), best:    9780/10000 (97.80%), error:       776.96588, best error:       717.43390 on epoch:    42, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 202.2096862793s, input_fired_time: 2.0172305107, output_fired_time: 2.0183403492, propagate_forward_time: 79.2817459106, propagate_backward_time: 114.8103179932, weight_update_time: 0.2676658928, other_time: 4.0820541382
epoch time: 16.8297786713s, input_fired_time: 0.2550675869, output_fired_time: 0.0000000000, propagate_forward_time: 15.8903007507, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6844100952
validation[          , genome  7111] predictions:    9762/  10000 (97.62%), best:    9780/10000 (97.80%), error:       805.61731, best error:       717.43390 on epoch:    42, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 202.0228576660s, input_fired_time: 2.0226912498, output_fired_time: 2.0106532574, propagate_forward_time: 79.2141265869, propagate_backward_time: 114.7537994385, weight_update_time: 0.2658401728, other_time: 4.0215911865
epoch time: 17.0096778870s, input_fired_time: 0.2572148144, output_fired_time: 0.0000000000, propagate_forward_time: 15.9567403793, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7957220078
validation[          , genome  7111] predictions:    9781/  10000 (97.81%), best:    9781/10000 (97.81%), error:       704.42255, best error:       704.42255 on epoch:    87, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 200.8023834229s, input_fired_time: 2.0160791874, output_fired_time: 1.9925434589, propagate_forward_time: 78.9838790894, propagate_backward_time: 113.7887191772, weight_update_time: 0.2647096515, other_time: 4.0211639404
epoch time: 17.1710968018s, input_fired_time: 0.2558863163, output_fired_time: 0.0000000000, propagate_forward_time: 16.2322540283, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6829566956
validation[          , genome  7111] predictions:    9746/  10000 (97.46%), best:    9781/10000 (97.81%), error:       812.72913, best error:       704.42255 on epoch:    87, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 200.6681671143s, input_fired_time: 2.0169956684, output_fired_time: 1.9777039289, propagate_forward_time: 79.1828994751, propagate_backward_time: 113.5147094727, weight_update_time: 0.2652470767, other_time: 3.9758529663
epoch time: 17.0252723694s, input_fired_time: 0.2558560669, output_fired_time: 0.0000000000, propagate_forward_time: 16.0200290680, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7493877411
validation[          , genome  7111] predictions:    9769/  10000 (97.69%), best:    9781/10000 (97.81%), error:       748.55042, best error:       704.42255 on epoch:    87, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 203.0726776123s, input_fired_time: 2.0286586285, output_fired_time: 2.0039708614, propagate_forward_time: 80.0351867676, propagate_backward_time: 114.9410400391, weight_update_time: 0.2675555944, other_time: 4.0638275146
epoch time: 15.9496755600s, input_fired_time: 0.2475012988, output_fired_time: 0.0000000000, propagate_forward_time: 14.9878559113, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7143182755
validation[          , genome  7111] predictions:    9772/  10000 (97.72%), best:    9781/10000 (97.81%), error:       781.49036, best error:       704.42255 on epoch:    87, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 201.6661834717s, input_fired_time: 2.0194370747, output_fired_time: 1.9923628569, propagate_forward_time: 79.2771682739, propagate_backward_time: 114.4043655396, weight_update_time: 0.2662048936, other_time: 3.9728546143
epoch time: 17.0546550751s, input_fired_time: 0.2562291622, output_fired_time: 0.0000000000, propagate_forward_time: 16.0760593414, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7223663330
validation[          , genome  7111] predictions:    9786/  10000 (97.86%), best:    9786/10000 (97.86%), error:       696.68329, best error:       696.68329 on epoch:    91, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 200.7997741699s, input_fired_time: 2.0207061768, output_fired_time: 1.9940022230, propagate_forward_time: 78.9856948853, propagate_backward_time: 113.8225555420, weight_update_time: 0.2666601241, other_time: 3.9768142700
epoch time: 17.0242767334s, input_fired_time: 0.2569245398, output_fired_time: 0.0000000000, propagate_forward_time: 16.0145778656, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7527751923
validation[          , genome  7111] predictions:    9757/  10000 (97.57%), best:    9786/10000 (97.86%), error:       774.34418, best error:       696.68329 on epoch:    91, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 204.5300292969s, input_fired_time: 2.0410547256, output_fired_time: 2.0249671936, propagate_forward_time: 80.2139358521, propagate_backward_time: 116.2130203247, weight_update_time: 0.2687944472, other_time: 4.0370483398
epoch time: 17.1625995636s, input_fired_time: 0.2580455840, output_fired_time: 0.0000000000, propagate_forward_time: 16.1062240601, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7983303070
validation[          , genome  7111] predictions:    9783/  10000 (97.83%), best:    9786/10000 (97.86%), error:       730.54102, best error:       696.68329 on epoch:    91, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 200.7664794922s, input_fired_time: 2.0137937069, output_fired_time: 1.9836369753, propagate_forward_time: 78.7322616577, propagate_backward_time: 114.1008834839, weight_update_time: 0.2653757930, other_time: 3.9358978271
epoch time: 16.8875885010s, input_fired_time: 0.2554691732, output_fired_time: 0.0000000000, propagate_forward_time: 15.9415702820, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6905498505
validation[          , genome  7111] predictions:    9752/  10000 (97.52%), best:    9786/10000 (97.86%), error:       789.04596, best error:       696.68329 on epoch:    91, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 203.2441101074s, input_fired_time: 2.0347435474, output_fired_time: 2.0014641285, propagate_forward_time: 80.0157699585, propagate_backward_time: 115.2448730469, weight_update_time: 0.2697032690, other_time: 3.9472579956
epoch time: 16.6945438385s, input_fired_time: 0.2550912499, output_fired_time: 0.0000000000, propagate_forward_time: 15.7163515091, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7231016159
validation[          , genome  7111] predictions:    9762/  10000 (97.62%), best:    9786/10000 (97.86%), error:       772.64105, best error:       696.68329 on epoch:    91, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 198.9704742432s, input_fired_time: 2.0030543804, output_fired_time: 1.9790989161, propagate_forward_time: 78.0650482178, propagate_backward_time: 112.9437179565, weight_update_time: 0.2625802457, other_time: 3.9795608521
epoch time: 16.9390583038s, input_fired_time: 0.2537471056, output_fired_time: 0.0000000000, propagate_forward_time: 15.9903821945, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6949281693
validation[          , genome  7111] predictions:    9733/  10000 (97.33%), best:    9786/10000 (97.86%), error:       883.83368, best error:       696.68329 on epoch:    91, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 203.7510223389s, input_fired_time: 2.0410895348, output_fired_time: 2.0216310024, propagate_forward_time: 80.3550033569, propagate_backward_time: 115.3992233276, weight_update_time: 0.2668249905, other_time: 3.9340667725
epoch time: 16.9947662354s, input_fired_time: 0.2561143041, output_fired_time: 0.0000000000, propagate_forward_time: 16.0387134552, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6999378204
validation[          , genome  7111] predictions:    9759/  10000 (97.59%), best:    9786/10000 (97.86%), error:       791.76300, best error:       696.68329 on epoch:    91, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 200.2109222412s, input_fired_time: 2.0230379105, output_fired_time: 1.9875304699, propagate_forward_time: 78.6734542847, propagate_backward_time: 113.5169677734, weight_update_time: 0.2640153468, other_time: 4.0099258423
epoch time: 16.0763492584s, input_fired_time: 0.2469150275, output_fired_time: 0.0000000000, propagate_forward_time: 15.0862293243, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7432050705
validation[          , genome  7111] predictions:    9766/  10000 (97.66%), best:    9786/10000 (97.86%), error:       787.10834, best error:       696.68329 on epoch:    91, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 201.2585449219s, input_fired_time: 2.0293092728, output_fired_time: 2.0042319298, propagate_forward_time: 78.9991912842, propagate_backward_time: 114.2597503662, weight_update_time: 0.2647649646, other_time: 3.9660644531
epoch time: 16.9230365753s, input_fired_time: 0.2572121024, output_fired_time: 0.0000000000, propagate_forward_time: 15.8902835846, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7755413055
validation[          , genome  7111] predictions:    9783/  10000 (97.83%), best:    9786/10000 (97.86%), error:       723.58514, best error:       696.68329 on epoch:    91, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 202.4227905273s, input_fired_time: 2.0289466381, output_fired_time: 2.0084083080, propagate_forward_time: 79.4842605591, propagate_backward_time: 114.8989868164, weight_update_time: 0.2657573223, other_time: 4.0021896362
epoch time: 17.1230564117s, input_fired_time: 0.2563426793, output_fired_time: 0.0000000000, propagate_forward_time: 16.1330356598, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7336788177
validation[          , genome  7111] predictions:    9738/  10000 (97.38%), best:    9786/10000 (97.86%), error:       883.47382, best error:       696.68329 on epoch:    91, 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: 83.8354568481s, input_fired_time: 1.2733664513, output_fired_time: 0.0000000000, propagate_forward_time: 78.8614959717, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.7005920410
best training[          , genome  7111] predictions:   49750/  50000 (99.50%), best:    9786/10000 (97.86%), error:      1236.23413, best error:       696.68329 on epoch:    91, 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: 17.1037464142s, input_fired_time: 0.2560750842, output_fired_time: 0.0000000000, propagate_forward_time: 16.1162166595, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7314548492
   testing[          , genome  7111] predictions:    9775/  10000 (97.75%), best:    9786/10000 (97.86%), error:       718.69104, best error:       696.68329 on epoch:    91, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
11:20:05 (5792): called boinc_finish(0)

</stderr_txt>
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