Nameexact_genome_1512568488_42_5864_0
Workunit2600541
Created7 Dec 2017, 16:45:29 UTC
Sent7 Dec 2017, 16:51:18 UTC
Report deadline13 Dec 2017, 5:30:53 UTC
Received7 Dec 2017, 23:58:42 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID67174
Run time1 hours 34 min 50 sec
CPU time1 hours 34 min 46 sec
Validate stateValid
Credit1,381.87
Device peak FLOPS3.98 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size152.76 MB
Peak swap size154.41 MB
Peak disk usage1.20 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
2, epoch:   13/100, mu: 0.7384625077, learning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 52.3062629700s, input_fired_time: 0.8374670744, output_fired_time: 0.5563896298, propagate_forward_time: 20.2401981354, propagate_backward_time: 28.9648036957, weight_update_time: 0.0657677203, other_time: 1.7074050903
epoch time: 4.3596720695s, input_fired_time: 0.0823969916, output_fired_time: 0.0000000000, propagate_forward_time: 3.9783673286, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2989077568
validation[          , genome  5864] predictions:    9602/  10000 (96.02%), best:    9650/10000 (96.50%), error:      1322.88794, best error:      1217.53906 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 51.5600013733s, input_fired_time: 0.8315461278, output_fired_time: 0.5482900739, propagate_forward_time: 19.9068241119, propagate_backward_time: 28.5814838409, weight_update_time: 0.0649123564, other_time: 1.6918563843
epoch time: 4.3502588272s, input_fired_time: 0.0829707384, output_fired_time: 0.0000000000, propagate_forward_time: 3.9688982964, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2983899117
validation[          , genome  5864] predictions:    9625/  10000 (96.25%), best:    9650/10000 (96.50%), error:      1265.88806, best error:      1217.53906 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 51.4291763306s, input_fired_time: 0.8310876489, output_fired_time: 0.5467448831, propagate_forward_time: 19.8597564697, propagate_backward_time: 28.5118427277, weight_update_time: 0.0647796690, other_time: 1.6797428131
epoch time: 4.3494791985s, input_fired_time: 0.0838930830, output_fired_time: 0.0000000000, propagate_forward_time: 3.9689717293, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2966141701
validation[          , genome  5864] predictions:    9666/  10000 (96.66%), best:    9666/10000 (96.66%), error:      1154.49597, best error:      1154.49597 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 51.3827972412s, input_fired_time: 0.8325017691, output_fired_time: 0.5463929772, propagate_forward_time: 19.8426418304, propagate_backward_time: 28.4938869476, weight_update_time: 0.0646538138, other_time: 1.6673736572
epoch time: 4.3526043892s, input_fired_time: 0.0845007226, output_fired_time: 0.0000000000, propagate_forward_time: 3.9696750641, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2984285355
validation[          , genome  5864] predictions:    9594/  10000 (95.94%), best:    9666/10000 (96.66%), error:      1356.93054, best error:      1154.49597 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 51.4606552124s, input_fired_time: 0.8325631618, output_fired_time: 0.5469278097, propagate_forward_time: 19.8606166840, propagate_backward_time: 28.5420455933, weight_update_time: 0.0650388375, other_time: 1.6785030365
epoch time: 4.3576836586s, input_fired_time: 0.0833137706, output_fired_time: 0.0000000000, propagate_forward_time: 3.9714026451, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3029670715
validation[          , genome  5864] predictions:    9662/  10000 (96.62%), best:    9666/10000 (96.66%), error:      1177.00757, best error:      1154.49597 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 51.4454116821s, input_fired_time: 0.8311593533, output_fired_time: 0.5469923615, propagate_forward_time: 19.8620452881, propagate_backward_time: 28.5199451447, weight_update_time: 0.0648280010, other_time: 1.6852703094
epoch time: 4.3604722023s, input_fired_time: 0.0864617303, output_fired_time: 0.0000000000, propagate_forward_time: 3.9719586372, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3020520210
validation[          , genome  5864] predictions:    9652/  10000 (96.52%), best:    9666/10000 (96.66%), error:      1198.61096, best error:      1154.49597 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 51.4043540955s, input_fired_time: 0.8311901093, output_fired_time: 0.5464071631, propagate_forward_time: 19.8484535217, propagate_backward_time: 28.5067195892, weight_update_time: 0.0646573901, other_time: 1.6715869904
epoch time: 4.3604550362s, input_fired_time: 0.0835822597, output_fired_time: 0.0000000000, propagate_forward_time: 3.9704906940, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3063819408
validation[          , genome  5864] predictions:    9661/  10000 (96.61%), best:    9666/10000 (96.66%), error:      1164.24121, best error:      1154.49597 on epoch:    16, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 52.4370193481s, input_fired_time: 0.8443922400, output_fired_time: 0.5566887856, propagate_forward_time: 20.2670936584, propagate_backward_time: 29.0523815155, weight_update_time: 0.0658345819, other_time: 1.7164630890
epoch time: 4.3654255867s, input_fired_time: 0.0847073570, output_fired_time: 0.0000000000, propagate_forward_time: 3.9812889099, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2994294167
validation[          , genome  5864] predictions:    9661/  10000 (96.61%), best:    9661/10000 (96.61%), error:      1105.55591, best error:      1105.55591 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 51.4740524292s, input_fired_time: 0.8357641697, output_fired_time: 0.5473436117, propagate_forward_time: 19.8804340363, propagate_backward_time: 28.5304374695, weight_update_time: 0.0646859854, other_time: 1.6800708771
epoch time: 4.3524699211s, input_fired_time: 0.0843189061, output_fired_time: 0.0000000000, propagate_forward_time: 3.9701817036, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2979691029
validation[          , genome  5864] predictions:    9651/  10000 (96.51%), best:    9661/10000 (96.61%), error:      1167.26086, best error:      1105.55591 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 51.4015998840s, input_fired_time: 0.8354333043, output_fired_time: 0.5462695956, propagate_forward_time: 19.8478965759, propagate_backward_time: 28.4872894287, weight_update_time: 0.0648195595, other_time: 1.6847114563
epoch time: 4.3551301956s, input_fired_time: 0.0837744176, output_fired_time: 0.0000000000, propagate_forward_time: 3.9703173637, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3010382652
validation[          , genome  5864] predictions:    9647/  10000 (96.47%), best:    9661/10000 (96.61%), error:      1213.79504, best error:      1105.55591 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 51.3956489563s, input_fired_time: 0.8346203566, output_fired_time: 0.5461251736, propagate_forward_time: 19.8508262634, propagate_backward_time: 28.4847354889, weight_update_time: 0.0647359639, other_time: 1.6793422699
epoch time: 5.2669520378s, input_fired_time: 0.0976478308, output_fired_time: 0.0000000000, propagate_forward_time: 4.8242330551, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3450713158
validation[          , genome  5864] predictions:    9685/  10000 (96.85%), best:    9685/10000 (96.85%), error:      1080.76733, best error:      1080.76733 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 51.5113754272s, input_fired_time: 0.8373373747, output_fired_time: 0.5478652120, propagate_forward_time: 19.8772163391, propagate_backward_time: 28.5747661591, weight_update_time: 0.0648833662, other_time: 1.6741886139
epoch time: 4.3599042892s, input_fired_time: 0.0862673298, output_fired_time: 0.0000000000, propagate_forward_time: 3.9742503166, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2993865013
validation[          , genome  5864] predictions:    9663/  10000 (96.63%), best:    9685/10000 (96.85%), error:      1109.91016, best error:      1080.76733 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 51.7943267822s, input_fired_time: 0.8438128233, output_fired_time: 0.5497505665, propagate_forward_time: 20.0158500671, propagate_backward_time: 28.6930484772, weight_update_time: 0.0653526038, other_time: 1.6918659210
epoch time: 4.3534002304s, input_fired_time: 0.0852623433, output_fired_time: 0.0000000000, propagate_forward_time: 3.9697089195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2984290123
validation[          , genome  5864] predictions:    9617/  10000 (96.17%), best:    9685/10000 (96.85%), error:      1334.05505, best error:      1080.76733 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 51.4113616943s, input_fired_time: 0.8388797641, output_fired_time: 0.5463978052, propagate_forward_time: 19.8518886566, propagate_backward_time: 28.5009479523, weight_update_time: 0.0646768063, other_time: 1.6732482910
epoch time: 4.3711414337s, input_fired_time: 0.0879236907, output_fired_time: 0.0000000000, propagate_forward_time: 3.9800496101, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3031682968
validation[          , genome  5864] predictions:    9558/  10000 (95.58%), best:    9685/10000 (96.85%), error:      1481.67200, best error:      1080.76733 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 51.4791030884s, input_fired_time: 0.8441738486, output_fired_time: 0.5471821427, propagate_forward_time: 19.8791904449, propagate_backward_time: 28.5291881561, weight_update_time: 0.0648710951, other_time: 1.6793670654
epoch time: 4.3532052040s, input_fired_time: 0.0852961466, output_fired_time: 0.0000000000, propagate_forward_time: 3.9692671299, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2986419201
validation[          , genome  5864] predictions:    9668/  10000 (96.68%), best:    9685/10000 (96.85%), error:      1082.39783, best error:      1080.76733 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 51.5713577271s, input_fired_time: 0.8426499963, output_fired_time: 0.5477121472, propagate_forward_time: 19.9030475616, propagate_backward_time: 28.5917301178, weight_update_time: 0.0649993867, other_time: 1.6862182617
epoch time: 4.3684334755s, input_fired_time: 0.0860108733, output_fired_time: 0.0000000000, propagate_forward_time: 3.9819974899, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3004250526
validation[          , genome  5864] predictions:    9658/  10000 (96.58%), best:    9685/10000 (96.85%), error:      1160.34595, best error:      1080.76733 on epoch:    24, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 51.5871315002s, input_fired_time: 0.8439534903, output_fired_time: 0.5482463241, propagate_forward_time: 19.9058341980, propagate_backward_time: 28.6041488647, weight_update_time: 0.0648190007, other_time: 1.6849517822
epoch time: 4.3604445457s, input_fired_time: 0.0850487202, output_fired_time: 0.0000000000, propagate_forward_time: 3.9760394096, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2993564606
validation[          , genome  5864] predictions:    9638/  10000 (96.38%), best:    9685/10000 (96.85%), error:      1172.89282, best error:      1080.76733 on epoch:    24, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 51.6700592041s, input_fired_time: 0.8434941769, output_fired_time: 0.5506631732, propagate_forward_time: 19.9236812592, propagate_backward_time: 28.6617679596, weight_update_time: 0.0649560839, other_time: 1.6904525757
epoch time: 4.3704252243s, input_fired_time: 0.0858321860, output_fired_time: 0.0000000000, propagate_forward_time: 3.9837782383, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3008148670
validation[          , genome  5864] predictions:    9634/  10000 (96.34%), best:    9685/10000 (96.85%), error:      1195.42944, best error:      1080.76733 on epoch:    24, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 51.6555900574s, input_fired_time: 0.8434394598, output_fired_time: 0.5505386591, propagate_forward_time: 19.8990879059, propagate_backward_time: 28.6775379181, weight_update_time: 0.0649560839, other_time: 1.6849861145
epoch time: 4.4185252190s, input_fired_time: 0.0871086940, output_fired_time: 0.0000000000, propagate_forward_time: 4.0207409859, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3106756210
validation[          , genome  5864] predictions:    9668/  10000 (96.68%), best:    9685/10000 (96.85%), error:      1119.69128, best error:      1080.76733 on epoch:    24, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 52.0982284546s, input_fired_time: 0.8505961299, output_fired_time: 0.5534992218, propagate_forward_time: 20.1292285919, propagate_backward_time: 28.8517475128, weight_update_time: 0.0657901689, other_time: 1.7131538391
epoch time: 4.3569855690s, input_fired_time: 0.0863864347, output_fired_time: 0.0000000000, propagate_forward_time: 3.9709782600, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2996211052
validation[          , genome  5864] predictions:    9575/  10000 (95.75%), best:    9685/10000 (96.85%), error:      1372.65955, best error:      1080.76733 on epoch:    24, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 51.4959335327s, input_fired_time: 0.8478345275, output_fired_time: 0.5476097465, propagate_forward_time: 19.8659038544, propagate_backward_time: 28.5418052673, weight_update_time: 0.0650534555, other_time: 1.6927776337
epoch time: 4.4596691132s, input_fired_time: 0.0889068842, output_fired_time: 0.0000000000, propagate_forward_time: 4.0612983704, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3094639778
validation[          , genome  5864] predictions:    9657/  10000 (96.57%), best:    9685/10000 (96.85%), error:      1142.95471, best error:      1080.76733 on epoch:    24, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 51.7429084778s, input_fired_time: 0.8494797349, output_fired_time: 0.5504733324, propagate_forward_time: 19.9700584412, propagate_backward_time: 28.6666183472, weight_update_time: 0.0652178973, other_time: 1.7062797546
epoch time: 4.3724122047s, input_fired_time: 0.0900270417, output_fired_time: 0.0000000000, propagate_forward_time: 3.9755423069, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3068430424
validation[          , genome  5864] predictions:    9689/  10000 (96.89%), best:    9685/10000 (96.85%), error:      1085.98096, best error:      1080.76733 on epoch:    24, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 51.6214485168s, input_fired_time: 0.8493496180, output_fired_time: 0.5490573645, propagate_forward_time: 19.9262294769, propagate_backward_time: 28.6047897339, weight_update_time: 0.0651141852, other_time: 1.6920223236
epoch time: 4.3623747826s, input_fired_time: 0.0869891122, output_fired_time: 0.0000000000, propagate_forward_time: 3.9744236469, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3009622097
validation[          , genome  5864] predictions:    9649/  10000 (96.49%), best:    9685/10000 (96.85%), error:      1158.17139, best error:      1080.76733 on epoch:    24, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 51.5125312805s, input_fired_time: 0.8490917087, output_fired_time: 0.5489032269, propagate_forward_time: 19.8431415558, propagate_backward_time: 28.5894775391, weight_update_time: 0.0648800731, other_time: 1.6819171906
epoch time: 4.3561005592s, input_fired_time: 0.0885432959, output_fired_time: 0.0000000000, propagate_forward_time: 3.9691829681, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2983741760
validation[          , genome  5864] predictions:    9669/  10000 (96.69%), best:    9685/10000 (96.85%), error:      1110.79907, best error:      1080.76733 on epoch:    24, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 52.4531364441s, input_fired_time: 0.8584037423, output_fired_time: 0.5576518774, propagate_forward_time: 20.2697601318, propagate_backward_time: 29.0481586456, weight_update_time: 0.0663132370, other_time: 1.7191638947
epoch time: 4.3533039093s, input_fired_time: 0.0862710923, output_fired_time: 0.0000000000, propagate_forward_time: 3.9691650867, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2978675365
validation[          , genome  5864] predictions:    9598/  10000 (95.98%), best:    9685/10000 (96.85%), error:      1280.92175, best error:      1080.76733 on epoch:    24, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 51.4372940063s, input_fired_time: 0.8496468663, output_fired_time: 0.5462368727, propagate_forward_time: 19.8521461487, propagate_backward_time: 28.5218353271, weight_update_time: 0.0648663491, other_time: 1.6674270630
epoch time: 4.3553576469s, input_fired_time: 0.0875794739, output_fired_time: 0.0000000000, propagate_forward_time: 3.9694509506, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2983274460
validation[          , genome  5864] predictions:    9627/  10000 (96.27%), best:    9685/10000 (96.85%), error:      1200.26404, best error:      1080.76733 on epoch:    24, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 51.4593124390s, input_fired_time: 0.8479515910, output_fired_time: 0.5461565852, propagate_forward_time: 19.8614253998, propagate_backward_time: 28.5337486267, weight_update_time: 0.0648235306, other_time: 1.6700305939
epoch time: 4.3528842926s, input_fired_time: 0.0866606459, output_fired_time: 0.0000000000, propagate_forward_time: 3.9696662426, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2965571880
validation[          , genome  5864] predictions:    9687/  10000 (96.87%), best:    9685/10000 (96.85%), error:      1115.66956, best error:      1080.76733 on epoch:    24, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 51.5099487305s, input_fired_time: 0.8508619666, output_fired_time: 0.5470537543, propagate_forward_time: 19.8869991302, propagate_backward_time: 28.5572662354, weight_update_time: 0.0649901032, other_time: 1.6677684784
epoch time: 4.3542375565s, input_fired_time: 0.0889509544, output_fired_time: 0.0000000000, propagate_forward_time: 3.9682073593, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2970790863
validation[          , genome  5864] predictions:    9660/  10000 (96.60%), best:    9685/10000 (96.85%), error:      1156.84839, best error:      1080.76733 on epoch:    24, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 51.4006614685s, input_fired_time: 0.8482406139, output_fired_time: 0.5457289815, propagate_forward_time: 19.8420448303, propagate_backward_time: 28.5074424744, weight_update_time: 0.0648031086, other_time: 1.6572036743
epoch time: 4.3581786156s, input_fired_time: 0.0885641575, output_fired_time: 0.0000000000, propagate_forward_time: 3.9695301056, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3000841141
validation[          , genome  5864] predictions:    9651/  10000 (96.51%), best:    9651/10000 (96.51%), error:      1072.22705, best error:      1072.22705 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 51.3836555481s, input_fired_time: 0.8492813110, output_fired_time: 0.5457113385, propagate_forward_time: 19.8374042511, propagate_backward_time: 28.4922790527, weight_update_time: 0.0647596195, other_time: 1.6589794159
epoch time: 4.3625578880s, input_fired_time: 0.0876399204, output_fired_time: 0.0000000000, propagate_forward_time: 3.9699132442, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3050048351
validation[          , genome  5864] predictions:    9666/  10000 (96.66%), best:    9651/10000 (96.51%), error:      1120.73010, best error:      1072.22705 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 51.4094924927s, input_fired_time: 0.8544906974, output_fired_time: 0.5455977917, propagate_forward_time: 19.8378486633, propagate_backward_time: 28.4973602295, weight_update_time: 0.0648284778, other_time: 1.6741943359
epoch time: 4.3555717468s, input_fired_time: 0.0866701230, output_fired_time: 0.0000000000, propagate_forward_time: 3.9686672688, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3002345562
validation[          , genome  5864] predictions:    9656/  10000 (96.56%), best:    9651/10000 (96.51%), error:      1131.02625, best error:      1072.22705 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 51.5305595398s, input_fired_time: 0.8537729979, output_fired_time: 0.5495939851, propagate_forward_time: 19.8393707275, propagate_backward_time: 28.6133747101, weight_update_time: 0.0648134872, other_time: 1.6744480133
epoch time: 4.3558320999s, input_fired_time: 0.0876789317, output_fired_time: 0.0000000000, propagate_forward_time: 3.9696538448, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2984993458
validation[          , genome  5864] predictions:    9640/  10000 (96.40%), best:    9651/10000 (96.51%), error:      1175.24048, best error:      1072.22705 on epoch:    42, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 51.4315834045s, input_fired_time: 0.8560552001, output_fired_time: 0.5459213257, propagate_forward_time: 19.8448715210, propagate_backward_time: 28.5058593750, weight_update_time: 0.0647414327, other_time: 1.6788749695
epoch time: 4.3580098152s, input_fired_time: 0.0891156122, output_fired_time: 0.0000000000, propagate_forward_time: 3.9685144424, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3003797531
validation[          , genome  5864] predictions:    9694/  10000 (96.94%), best:    9694/10000 (96.94%), error:      1059.32898, best error:      1059.32898 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 51.5941848755s, input_fired_time: 0.8565365672, output_fired_time: 0.5487042665, propagate_forward_time: 19.9181823730, propagate_backward_time: 28.5963439941, weight_update_time: 0.0650907606, other_time: 1.6744155884
epoch time: 4.3547120094s, input_fired_time: 0.0890461579, output_fired_time: 0.0000000000, propagate_forward_time: 3.9686386585, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2970273495
validation[          , genome  5864] predictions:    9614/  10000 (96.14%), best:    9694/10000 (96.94%), error:      1226.49634, best error:      1059.32898 on epoch:    46, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 51.3892784119s, input_fired_time: 0.8540588021, output_fired_time: 0.5455636382, propagate_forward_time: 19.8463115692, propagate_backward_time: 28.4831676483, weight_update_time: 0.0647406504, other_time: 1.6601791382
epoch time: 4.3562946320s, input_fired_time: 0.0887011513, output_fired_time: 0.0000000000, propagate_forward_time: 3.9700891972, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2975041866
validation[          , genome  5864] predictions:    9686/  10000 (96.86%), best:    9686/10000 (96.86%), error:      1042.74915, best error:      1042.74915 on epoch:    48, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 51.5926475525s, input_fired_time: 0.8601822257, output_fired_time: 0.5485853553, propagate_forward_time: 19.9175624847, propagate_backward_time: 28.5947399139, weight_update_time: 0.0649286956, other_time: 1.6715774536
epoch time: 4.3603496552s, input_fired_time: 0.0907026902, output_fired_time: 0.0000000000, propagate_forward_time: 3.9704575539, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2991895676
validation[          , genome  5864] predictions:    9660/  10000 (96.60%), best:    9686/10000 (96.86%), error:      1107.63123, best error:      1042.74915 on epoch:    48, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 51.5853729248s, input_fired_time: 0.8596363664, output_fired_time: 0.5480870008, propagate_forward_time: 19.9041614532, propagate_backward_time: 28.5979232788, weight_update_time: 0.0648852289, other_time: 1.6755619049
epoch time: 4.3612308502s, input_fired_time: 0.0915475041, output_fired_time: 0.0000000000, propagate_forward_time: 3.9703106880, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2993726730
validation[          , genome  5864] predictions:    9668/  10000 (96.68%), best:    9686/10000 (96.86%), error:      1094.15076, best error:      1042.74915 on epoch:    48, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 51.3733024597s, input_fired_time: 0.8570343256, output_fired_time: 0.5453174114, propagate_forward_time: 19.8381614685, propagate_backward_time: 28.4770660400, weight_update_time: 0.0647648722, other_time: 1.6557235718
epoch time: 4.3544259071s, input_fired_time: 0.0891664699, output_fired_time: 0.0000000000, propagate_forward_time: 3.9692249298, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2960343361
validation[          , genome  5864] predictions:    9677/  10000 (96.77%), best:    9686/10000 (96.86%), error:      1105.55139, best error:      1042.74915 on epoch:    48, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 51.8358917236s, input_fired_time: 0.8645928502, output_fired_time: 0.5494090319, propagate_forward_time: 19.9955215454, propagate_backward_time: 28.7380733490, weight_update_time: 0.0656181946, other_time: 1.6882953644
epoch time: 4.3651285172s, input_fired_time: 0.0886385813, output_fired_time: 0.0000000000, propagate_forward_time: 3.9799084663, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2965812683
validation[          , genome  5864] predictions:    9692/  10000 (96.92%), best:    9686/10000 (96.86%), error:      1056.97693, best error:      1042.74915 on epoch:    48, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 51.5377578735s, input_fired_time: 0.8639398217, output_fired_time: 0.5473873615, propagate_forward_time: 19.8805294037, propagate_backward_time: 28.5754184723, weight_update_time: 0.0650344267, other_time: 1.6704826355
epoch time: 4.3589262962s, input_fired_time: 0.0910217240, output_fired_time: 0.0000000000, propagate_forward_time: 3.9696004391, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2983043194
validation[          , genome  5864] predictions:    9683/  10000 (96.83%), best:    9686/10000 (96.86%), error:      1095.45618, best error:      1042.74915 on epoch:    48, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 51.6069107056s, input_fired_time: 0.8640066981, output_fired_time: 0.5482963920, propagate_forward_time: 19.9122600555, propagate_backward_time: 28.5945892334, weight_update_time: 0.0651320517, other_time: 1.6877574921
epoch time: 4.3561391830s, input_fired_time: 0.0895020589, output_fired_time: 0.0000000000, propagate_forward_time: 3.9696109295, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2970263958
validation[          , genome  5864] predictions:    9620/  10000 (96.20%), best:    9686/10000 (96.86%), error:      1321.76587, best error:      1042.74915 on epoch:    48, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 51.4500656128s, input_fired_time: 0.8620307446, output_fired_time: 0.5463138223, propagate_forward_time: 19.8457813263, propagate_backward_time: 28.5338077545, weight_update_time: 0.0650621802, other_time: 1.6621322632
epoch time: 4.3689079285s, input_fired_time: 0.0907472074, output_fired_time: 0.0000000000, propagate_forward_time: 3.9704930782, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3076674938
validation[          , genome  5864] predictions:    9642/  10000 (96.42%), best:    9686/10000 (96.86%), error:      1145.98315, best error:      1042.74915 on epoch:    48, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 51.4990730286s, input_fired_time: 0.8667332530, output_fired_time: 0.5468350649, propagate_forward_time: 19.8597145081, propagate_backward_time: 28.5447387695, weight_update_time: 0.0650327131, other_time: 1.6810493469
epoch time: 4.3699312210s, input_fired_time: 0.0910004526, output_fired_time: 0.0000000000, propagate_forward_time: 3.9802207947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2987098694
validation[          , genome  5864] predictions:    9631/  10000 (96.31%), best:    9686/10000 (96.86%), error:      1217.57092, best error:      1042.74915 on epoch:    48, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 51.5334434509s, input_fired_time: 0.8640473485, output_fired_time: 0.5476667285, propagate_forward_time: 19.8784751892, propagate_backward_time: 28.5663661957, weight_update_time: 0.0650897026, other_time: 1.6768856049
epoch time: 4.3846921921s, input_fired_time: 0.0944195688, output_fired_time: 0.0000000000, propagate_forward_time: 3.9888176918, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3014550209
validation[          , genome  5864] predictions:    9701/  10000 (97.01%), best:    9701/10000 (97.01%), error:       998.36951, best error:       998.36951 on epoch:    57, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 51.6401557922s, input_fired_time: 0.8660587668, output_fired_time: 0.5521808267, propagate_forward_time: 19.9305782318, propagate_backward_time: 28.6173515320, weight_update_time: 0.0653474927, other_time: 1.6739864349
epoch time: 4.6683783531s, input_fired_time: 0.0938385203, output_fired_time: 0.0000000000, propagate_forward_time: 4.2575926781, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3169469833
validation[          , genome  5864] predictions:    9659/  10000 (96.59%), best:    9701/10000 (97.01%), error:      1093.87341, best error:       998.36951 on epoch:    57, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 51.4618797302s, input_fired_time: 0.8657568097, output_fired_time: 0.5461306572, propagate_forward_time: 19.8517456055, propagate_backward_time: 28.5187759399, weight_update_time: 0.0651476979, other_time: 1.6794700623
epoch time: 4.3617982864s, input_fired_time: 0.0909588188, output_fired_time: 0.0000000000, propagate_forward_time: 3.9726409912, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2981987000
validation[          , genome  5864] predictions:    9642/  10000 (96.42%), best:    9701/10000 (97.01%), error:      1240.76514, best error:       998.36951 on epoch:    57, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 51.4912796021s, input_fired_time: 0.8637577891, output_fired_time: 0.5475248098, propagate_forward_time: 19.8530597687, propagate_backward_time: 28.5558986664, weight_update_time: 0.0650305673, other_time: 1.6710395813
epoch time: 4.3564066887s, input_fired_time: 0.0896795020, output_fired_time: 0.0000000000, propagate_forward_time: 3.9696063995, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2971205711
validation[          , genome  5864] predictions:    9648/  10000 (96.48%), best:    9701/10000 (97.01%), error:      1175.63892, best error:       998.36951 on epoch:    57, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 51.6509742737s, input_fired_time: 0.8714949489, output_fired_time: 0.5487294197, propagate_forward_time: 19.9222984314, propagate_backward_time: 28.6184349060, weight_update_time: 0.0653024241, other_time: 1.6900177002
epoch time: 4.3568191528s, input_fired_time: 0.0896004364, output_fired_time: 0.0000000000, propagate_forward_time: 3.9707820415, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2964365482
validation[          , genome  5864] predictions:    9555/  10000 (95.55%), best:    9701/10000 (97.01%), error:      1401.05042, best error:       998.36951 on epoch:    57, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 51.5148162842s, input_fired_time: 0.8664488792, output_fired_time: 0.5479020476, propagate_forward_time: 19.8576812744, propagate_backward_time: 28.5748443604, weight_update_time: 0.0650913045, other_time: 1.6679420471
epoch time: 4.3582620621s, input_fired_time: 0.0910810977, output_fired_time: 0.0000000000, propagate_forward_time: 3.9699196815, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2972612381
validation[          , genome  5864] predictions:    9666/  10000 (96.66%), best:    9701/10000 (97.01%), error:      1073.49683, best error:       998.36951 on epoch:    57, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 52.1033897400s, input_fired_time: 0.8802328110, output_fired_time: 0.5513985157, propagate_forward_time: 20.0881652832, propagate_backward_time: 28.8793201447, weight_update_time: 0.0659628361, other_time: 1.7042713165
epoch time: 4.3594627380s, input_fired_time: 0.0915542096, output_fired_time: 0.0000000000, propagate_forward_time: 3.9707016945, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2972068787
validation[          , genome  5864] predictions:    9670/  10000 (96.70%), best:    9701/10000 (97.01%), error:      1074.20032, best error:       998.36951 on epoch:    57, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 51.5904579163s, input_fired_time: 0.8706416488, output_fired_time: 0.5475285053, propagate_forward_time: 19.9033966064, propagate_backward_time: 28.5829086304, weight_update_time: 0.0653500482, other_time: 1.6859855652
epoch time: 4.4213614464s, input_fired_time: 0.0902757794, output_fired_time: 0.0000000000, propagate_forward_time: 4.0244436264, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3066420555
validation[          , genome  5864] predictions:    9571/  10000 (95.71%), best:    9701/10000 (97.01%), error:      1451.38147, best error:       998.36951 on epoch:    57, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 51.5720748901s, input_fired_time: 0.8730210066, output_fired_time: 0.5477637649, propagate_forward_time: 19.8947772980, propagate_backward_time: 28.5701885223, weight_update_time: 0.0653411821, other_time: 1.6863250732
epoch time: 4.3677349091s, input_fired_time: 0.0939584300, output_fired_time: 0.0000000000, propagate_forward_time: 3.9725255966, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3012509346
validation[          , genome  5864] predictions:    9669/  10000 (96.69%), best:    9701/10000 (97.01%), error:      1081.38586, best error:       998.36951 on epoch:    57, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 51.4717864990s, input_fired_time: 0.8679843545, output_fired_time: 0.5469340682, propagate_forward_time: 19.8542633057, propagate_backward_time: 28.5249214172, weight_update_time: 0.0651293322, other_time: 1.6776847839
epoch time: 4.3868293762s, input_fired_time: 0.0930537432, output_fired_time: 0.0000000000, propagate_forward_time: 3.9859251976, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3078503609
validation[          , genome  5864] predictions:    9693/  10000 (96.93%), best:    9701/10000 (97.01%), error:      1040.94824, best error:       998.36951 on epoch:    57, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 51.5592956543s, input_fired_time: 0.8706954718, output_fired_time: 0.5480564237, propagate_forward_time: 19.8956336975, propagate_backward_time: 28.5546836853, weight_update_time: 0.0653220862, other_time: 1.6902236938
epoch time: 4.3604474068s, input_fired_time: 0.0899475962, output_fired_time: 0.0000000000, propagate_forward_time: 3.9717962742, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2987034321
validation[          , genome  5864] predictions:    9675/  10000 (96.75%), best:    9701/10000 (97.01%), error:      1069.78406, best error:       998.36951 on epoch:    57, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 51.8501396179s, input_fired_time: 0.8760141730, output_fired_time: 0.5511461496, propagate_forward_time: 19.9973659515, propagate_backward_time: 28.7309513092, weight_update_time: 0.0653957948, other_time: 1.6946601868
epoch time: 4.3671126366s, input_fired_time: 0.0930860788, output_fired_time: 0.0000000000, propagate_forward_time: 3.9741294384, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2998969555
validation[          , genome  5864] predictions:    9654/  10000 (96.54%), best:    9701/10000 (97.01%), error:      1168.76477, best error:       998.36951 on epoch:    57, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 51.7243423462s, input_fired_time: 0.8755205870, output_fired_time: 0.5491768718, propagate_forward_time: 19.9594402313, propagate_backward_time: 28.6494235992, weight_update_time: 0.0652546734, other_time: 1.6907844543
epoch time: 4.3642973900s, input_fired_time: 0.0928494856, output_fired_time: 0.0000000000, propagate_forward_time: 3.9710586071, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3003895283
validation[          , genome  5864] predictions:    9707/  10000 (97.07%), best:    9701/10000 (97.01%), error:      1039.36194, best error:       998.36951 on epoch:    57, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 51.4891548157s, input_fired_time: 0.8766214848, output_fired_time: 0.5466321111, propagate_forward_time: 19.8587913513, propagate_backward_time: 28.5332756042, weight_update_time: 0.0647605956, other_time: 1.6738357544
epoch time: 4.3707537651s, input_fired_time: 0.0926278532, output_fired_time: 0.0000000000, propagate_forward_time: 3.9795606136, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2985651493
validation[          , genome  5864] predictions:    9683/  10000 (96.83%), best:    9701/10000 (97.01%), error:      1079.51672, best error:       998.36951 on epoch:    57, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 51.5530471802s, input_fired_time: 0.8750106096, output_fired_time: 0.5478974581, propagate_forward_time: 19.8717441559, propagate_backward_time: 28.5789642334, weight_update_time: 0.0649387911, other_time: 1.6794300079
epoch time: 4.3649234772s, input_fired_time: 0.0922674909, output_fired_time: 0.0000000000, propagate_forward_time: 3.9724388123, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3002171516
validation[          , genome  5864] predictions:    9670/  10000 (96.70%), best:    9701/10000 (97.01%), error:      1136.76282, best error:       998.36951 on epoch:    57, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 51.6908454895s, input_fired_time: 0.8764510155, output_fired_time: 0.5482013822, propagate_forward_time: 19.9507408142, propagate_backward_time: 28.6386928558, weight_update_time: 0.0651906729, other_time: 1.6767597198
epoch time: 4.3733577728s, input_fired_time: 0.0946278051, output_fired_time: 0.0000000000, propagate_forward_time: 3.9777803421, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3009495735
validation[          , genome  5864] predictions:    9690/  10000 (96.90%), best:    9701/10000 (97.01%), error:      1091.08289, best error:       998.36951 on epoch:    57, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 51.7440834045s, input_fired_time: 0.8765663505, output_fired_time: 0.5494232178, propagate_forward_time: 19.9642658234, propagate_backward_time: 28.6828327179, weight_update_time: 0.0654771328, other_time: 1.6709938049
epoch time: 4.3555979729s, input_fired_time: 0.0899119377, output_fired_time: 0.0000000000, propagate_forward_time: 3.9696633816, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2960226536
validation[          , genome  5864] predictions:    9663/  10000 (96.63%), best:    9701/10000 (97.01%), error:      1155.50269, best error:       998.36951 on epoch:    57, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 51.5085105896s, input_fired_time: 0.8765155673, output_fired_time: 0.5477970243, propagate_forward_time: 19.8538970947, propagate_backward_time: 28.5709152222, weight_update_time: 0.0649781153, other_time: 1.6593856812
epoch time: 4.3595280647s, input_fired_time: 0.0939772874, output_fired_time: 0.0000000000, propagate_forward_time: 3.9696097374, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2959408760
validation[          , genome  5864] predictions:    9674/  10000 (96.74%), best:    9701/10000 (97.01%), error:      1078.99597, best error:       998.36951 on epoch:    57, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 51.4793930054s, input_fired_time: 0.8687739968, output_fired_time: 0.5462658405, propagate_forward_time: 19.8652935028, propagate_backward_time: 28.5400733948, weight_update_time: 0.0650724918, other_time: 1.6589870453
epoch time: 4.3519749641s, input_fired_time: 0.0871620253, output_fired_time: 0.0000000000, propagate_forward_time: 3.9693121910, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2955007553
validation[          , genome  5864] predictions:    9648/  10000 (96.48%), best:    9701/10000 (97.01%), error:      1110.06750, best error:       998.36951 on epoch:    57, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 51.5241203308s, input_fired_time: 0.8618775606, output_fired_time: 0.5476582050, propagate_forward_time: 19.8768615723, propagate_backward_time: 28.5782508850, weight_update_time: 0.0650982484, other_time: 1.6594734192
epoch time: 4.3570241928s, input_fired_time: 0.0916286334, output_fired_time: 0.0000000000, propagate_forward_time: 3.9689266682, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2964689732
validation[          , genome  5864] predictions:    9689/  10000 (96.89%), best:    9701/10000 (97.01%), error:      1070.23828, best error:       998.36951 on epoch:    57, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 51.4830741882s, input_fired_time: 0.8789224029, output_fired_time: 0.5466995239, propagate_forward_time: 19.8547115326, propagate_backward_time: 28.5371704102, weight_update_time: 0.0651046485, other_time: 1.6655712128
epoch time: 4.3587913513s, input_fired_time: 0.0934242979, output_fired_time: 0.0000000000, propagate_forward_time: 3.9691097736, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2962572575
validation[          , genome  5864] predictions:    9689/  10000 (96.89%), best:    9701/10000 (97.01%), error:      1041.07507, best error:       998.36951 on epoch:    57, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 51.6831512451s, input_fired_time: 0.8834972382, output_fired_time: 0.5491123796, propagate_forward_time: 19.9440307617, propagate_backward_time: 28.6261711121, weight_update_time: 0.0653045624, other_time: 1.6803359985
epoch time: 4.3701696396s, input_fired_time: 0.0914720222, output_fired_time: 0.0000000000, propagate_forward_time: 3.9720492363, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3066482544
validation[          , genome  5864] predictions:    9651/  10000 (96.51%), best:    9701/10000 (97.01%), error:      1189.63049, best error:       998.36951 on epoch:    57, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 51.5221176147s, input_fired_time: 0.8725473285, output_fired_time: 0.5470939279, propagate_forward_time: 19.8842506409, propagate_backward_time: 28.5354080200, weight_update_time: 0.0652636737, other_time: 1.6828193665
epoch time: 4.3656401634s, input_fired_time: 0.0935816988, output_fired_time: 0.0000000000, propagate_forward_time: 3.9727778435, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2992806435
validation[          , genome  5864] predictions:    9663/  10000 (96.63%), best:    9701/10000 (97.01%), error:      1125.24133, best error:       998.36951 on epoch:    57, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 51.4932594299s, input_fired_time: 0.8799939752, output_fired_time: 0.5466939807, propagate_forward_time: 19.8550071716, propagate_backward_time: 28.5352287292, weight_update_time: 0.0651176572, other_time: 1.6763343811
epoch time: 4.3788685799s, input_fired_time: 0.0937399641, output_fired_time: 0.0000000000, propagate_forward_time: 3.9807739258, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3043546677
validation[          , genome  5864] predictions:    9679/  10000 (96.79%), best:    9701/10000 (97.01%), error:      1028.31897, best error:       998.36951 on epoch:    57, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 51.4546508789s, input_fired_time: 0.8753802180, output_fired_time: 0.5461172462, propagate_forward_time: 19.8613452911, propagate_backward_time: 28.4993629456, weight_update_time: 0.0650915504, other_time: 1.6724452972
epoch time: 4.3591532707s, input_fired_time: 0.0912132785, output_fired_time: 0.0000000000, propagate_forward_time: 3.9696094990, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2983305454
validation[          , genome  5864] predictions:    9659/  10000 (96.59%), best:    9701/10000 (97.01%), error:      1102.39417, best error:       998.36951 on epoch:    57, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 51.6218299866s, input_fired_time: 0.8813535571, output_fired_time: 0.5471629500, propagate_forward_time: 19.9100685120, propagate_backward_time: 28.6086750031, weight_update_time: 0.0651066229, other_time: 1.6745700836
epoch time: 4.3655333519s, input_fired_time: 0.0932357758, output_fired_time: 0.0000000000, propagate_forward_time: 3.9766490459, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2956483364
validation[          , genome  5864] predictions:    9670/  10000 (96.70%), best:    9701/10000 (97.01%), error:      1072.25964, best error:       998.36951 on epoch:    57, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 51.4364013672s, input_fired_time: 0.8743168712, output_fired_time: 0.5455386639, propagate_forward_time: 19.8490657806, propagate_backward_time: 28.5135402679, weight_update_time: 0.0648866370, other_time: 1.6539382935
epoch time: 4.3564438820s, input_fired_time: 0.0917645767, output_fired_time: 0.0000000000, propagate_forward_time: 3.9695172310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2951622009
validation[          , genome  5864] predictions:    9695/  10000 (96.95%), best:    9701/10000 (97.01%), error:      1040.07349, best error:       998.36951 on epoch:    57, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 51.6215400696s, input_fired_time: 0.8851404786, output_fired_time: 0.5482993126, propagate_forward_time: 19.9136905670, propagate_backward_time: 28.5928707123, weight_update_time: 0.0654700920, other_time: 1.6815414429
epoch time: 4.3624286652s, input_fired_time: 0.0941022187, output_fired_time: 0.0000000000, propagate_forward_time: 3.9710049629, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2973213196
validation[          , genome  5864] predictions:    9691/  10000 (96.91%), best:    9701/10000 (97.01%), error:      1056.71155, best error:       998.36951 on epoch:    57, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 51.4559974670s, input_fired_time: 0.8851864934, output_fired_time: 0.5464650989, propagate_forward_time: 19.8502235413, propagate_backward_time: 28.5086383820, weight_update_time: 0.0651666373, other_time: 1.6654834747
epoch time: 4.3613705635s, input_fired_time: 0.0937488601, output_fired_time: 0.0000000000, propagate_forward_time: 3.9708781242, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2967433929
validation[          , genome  5864] predictions:    9706/  10000 (97.06%), best:    9701/10000 (97.01%), error:      1028.05603, best error:       998.36951 on epoch:    57, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 51.4501113892s, input_fired_time: 0.8713833094, output_fired_time: 0.5465394855, propagate_forward_time: 19.8555412292, propagate_backward_time: 28.5102252960, weight_update_time: 0.0651319325, other_time: 1.6664218903
epoch time: 4.3562512398s, input_fired_time: 0.0898217931, output_fired_time: 0.0000000000, propagate_forward_time: 3.9701478481, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2962815762
validation[          , genome  5864] predictions:    9700/  10000 (97.00%), best:    9701/10000 (97.01%), error:      1033.72034, best error:       998.36951 on epoch:    57, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 51.4606666565s, input_fired_time: 0.8759961724, output_fired_time: 0.5464755297, propagate_forward_time: 19.8511962891, propagate_backward_time: 28.5223464966, weight_update_time: 0.0652074441, other_time: 1.6646537781
epoch time: 4.3974089622s, input_fired_time: 0.0977255180, output_fired_time: 0.0000000000, propagate_forward_time: 3.9970963001, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3025872707
validation[          , genome  5864] predictions:    9700/  10000 (97.00%), best:    9700/10000 (97.00%), error:       954.55145, best error:       954.55145 on epoch:    87, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 51.4380340576s, input_fired_time: 0.8789744973, output_fired_time: 0.5462074280, propagate_forward_time: 19.8474617004, propagate_backward_time: 28.5049152374, weight_update_time: 0.0650726557, other_time: 1.6604747772
epoch time: 4.3599653244s, input_fired_time: 0.0938707888, output_fired_time: 0.0000000000, propagate_forward_time: 3.9696731567, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2964215279
validation[          , genome  5864] predictions:    9701/  10000 (97.01%), best:    9700/10000 (97.00%), error:      1045.92603, best error:       954.55145 on epoch:    87, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 51.4483947754s, input_fired_time: 0.8834849000, output_fired_time: 0.5465277433, propagate_forward_time: 19.8496246338, propagate_backward_time: 28.5074100494, weight_update_time: 0.0650555119, other_time: 1.6613483429
epoch time: 4.9014892578s, input_fired_time: 0.1012829095, output_fired_time: 0.0000000000, propagate_forward_time: 4.4704132080, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3297929764
validation[          , genome  5864] predictions:    9658/  10000 (96.58%), best:    9700/10000 (97.00%), error:      1144.41772, best error:       954.55145 on epoch:    87, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 51.4422988892s, input_fired_time: 0.8809458017, output_fired_time: 0.5459576845, propagate_forward_time: 19.8497257233, propagate_backward_time: 28.4985923767, weight_update_time: 0.0651588961, other_time: 1.6670742035
epoch time: 4.3597254753s, input_fired_time: 0.0940188691, output_fired_time: 0.0000000000, propagate_forward_time: 3.9697530270, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2959535122
validation[          , genome  5864] predictions:    9695/  10000 (96.95%), best:    9700/10000 (97.00%), error:       992.41333, best error:       954.55145 on epoch:    87, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 51.5156135559s, input_fired_time: 0.8855702877, output_fired_time: 0.5469757915, propagate_forward_time: 19.8875408173, propagate_backward_time: 28.5251293182, weight_update_time: 0.0651324093, other_time: 1.6703987122
epoch time: 4.3595776558s, input_fired_time: 0.0926988944, output_fired_time: 0.0000000000, propagate_forward_time: 3.9705119133, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2963666916
validation[          , genome  5864] predictions:    9641/  10000 (96.41%), best:    9700/10000 (97.00%), error:      1094.49829, best error:       954.55145 on epoch:    87, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 51.5512504578s, input_fired_time: 0.8772593141, output_fired_time: 0.5472328663, propagate_forward_time: 19.8891067505, propagate_backward_time: 28.5606155396, weight_update_time: 0.0651151016, other_time: 1.6770362854
epoch time: 4.3634099960s, input_fired_time: 0.0930930749, output_fired_time: 0.0000000000, propagate_forward_time: 3.9732782841, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2970387936
validation[          , genome  5864] predictions:    9626/  10000 (96.26%), best:    9700/10000 (97.00%), error:      1222.72522, best error:       954.55145 on epoch:    87, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 51.4598045349s, input_fired_time: 0.8817631006, output_fired_time: 0.5461858511, propagate_forward_time: 19.8618450165, propagate_backward_time: 28.5008201599, weight_update_time: 0.0650241598, other_time: 1.6691913605
epoch time: 4.3653469086s, input_fired_time: 0.0939908028, output_fired_time: 0.0000000000, propagate_forward_time: 3.9714353085, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2999207973
validation[          , genome  5864] predictions:    9683/  10000 (96.83%), best:    9700/10000 (97.00%), error:      1052.40796, best error:       954.55145 on epoch:    87, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 51.4058799744s, input_fired_time: 0.8775973916, output_fired_time: 0.5451803207, propagate_forward_time: 19.8443412781, propagate_backward_time: 28.4824485779, weight_update_time: 0.0648851171, other_time: 1.6563110352
epoch time: 4.3639674187s, input_fired_time: 0.0951920822, output_fired_time: 0.0000000000, propagate_forward_time: 3.9700372219, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2987382412
validation[          , genome  5864] predictions:    9712/  10000 (97.12%), best:    9700/10000 (97.00%), error:      1023.85168, best error:       954.55145 on epoch:    87, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 51.3943786621s, input_fired_time: 0.8839720488, output_fired_time: 0.5450708270, propagate_forward_time: 19.8407554626, propagate_backward_time: 28.4789295197, weight_update_time: 0.0648766831, other_time: 1.6456508636
epoch time: 4.3566927910s, input_fired_time: 0.0928912908, output_fired_time: 0.0000000000, propagate_forward_time: 3.9689016342, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2948999405
validation[          , genome  5864] predictions:    9644/  10000 (96.44%), best:    9700/10000 (97.00%), error:      1153.67700, best error:       954.55145 on epoch:    87, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 52.0585250854s, input_fired_time: 0.8899245262, output_fired_time: 0.5506715775, propagate_forward_time: 20.1253910065, propagate_backward_time: 28.8000316620, weight_update_time: 0.0655651093, other_time: 1.6925086975
epoch time: 4.3643026352s, input_fired_time: 0.0959372595, output_fired_time: 0.0000000000, propagate_forward_time: 3.9719567299, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2964086533
validation[          , genome  5864] predictions:    9679/  10000 (96.79%), best:    9700/10000 (97.00%), error:      1066.45142, best error:       954.55145 on epoch:    87, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 51.5039558411s, input_fired_time: 0.8844221234, output_fired_time: 0.5461094379, propagate_forward_time: 19.8799457550, propagate_backward_time: 28.5331840515, weight_update_time: 0.0649783462, other_time: 1.6602954865
epoch time: 4.3627676964s, input_fired_time: 0.0951912999, output_fired_time: 0.0000000000, propagate_forward_time: 3.9713380337, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2962381840
validation[          , genome  5864] predictions:    9681/  10000 (96.81%), best:    9700/10000 (97.00%), error:      1043.44849, best error:       954.55145 on epoch:    87, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 51.5630912781s, input_fired_time: 0.8890256286, output_fired_time: 0.5469109416, propagate_forward_time: 19.8983039856, propagate_backward_time: 28.5657558441, weight_update_time: 0.0650643557, other_time: 1.6630954742
epoch time: 4.3606448174s, input_fired_time: 0.0938494205, output_fired_time: 0.0000000000, propagate_forward_time: 3.9704773426, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2963178158
validation[          , genome  5864] predictions:    9697/  10000 (96.97%), best:    9700/10000 (97.00%), error:      1051.41528, best error:       954.55145 on epoch:    87, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 51.5865173340s, input_fired_time: 0.8889466524, output_fired_time: 0.5472398996, propagate_forward_time: 19.9059848785, propagate_backward_time: 28.5779361725, weight_update_time: 0.0651558042, other_time: 1.6664085388
epoch time: 4.3617677689s, input_fired_time: 0.0939477757, output_fired_time: 0.0000000000, propagate_forward_time: 3.9709980488, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2968218327
validation[          , genome  5864] predictions:    9675/  10000 (96.75%), best:    9700/10000 (97.00%), error:      1078.81531, best error:       954.55145 on epoch:    87, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 51.6040039062s, input_fired_time: 0.8880839944, output_fired_time: 0.5475573540, propagate_forward_time: 19.8975086212, propagate_backward_time: 28.5958003998, weight_update_time: 0.0650719553, other_time: 1.6750526428
epoch time: 4.3692617416s, input_fired_time: 0.0956268311, output_fired_time: 0.0000000000, propagate_forward_time: 3.9755666256, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2980682850
validation[          , genome  5864] predictions:    9662/  10000 (96.62%), best:    9700/10000 (97.00%), error:      1132.98535, best error:       954.55145 on epoch:    87, 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: 21.8882617950s, input_fired_time: 0.4804163575, output_fired_time: 0.0000000000, propagate_forward_time: 19.8674354553, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5404090881
best training[          , genome  5864] predictions:   49347/  50000 (98.69%), best:    9700/10000 (97.00%), error:      2391.00781, best error:       954.55145 on epoch:    87, 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: 4.3671007156s, input_fired_time: 0.0938985124, output_fired_time: 0.0000000000, propagate_forward_time: 3.9726295471, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3005728722
   testing[          , genome  5864] predictions:    9754/  10000 (97.54%), best:    9700/10000 (97.00%), error:       821.06927, best error:       954.55145 on epoch:    87, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
23:58:30 (4370): called boinc_finish(0)

</stderr_txt>
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