Nameexact_genome_1512568488_44_3097_0
Workunit2586785
Created7 Dec 2017, 2:59:45 UTC
Sent7 Dec 2017, 3:07:12 UTC
Report deadline9 Dec 2017, 20:25:42 UTC
Received8 Dec 2017, 0:01:15 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID65413
Run time1 hours 13 min 24 sec
CPU time1 hours 13 min 24 sec
Validate stateValid
Credit680.30
Device peak FLOPS3.73 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size149.54 MB
Peak swap size150.99 MB
Peak disk usage0.98 MB

Stderr output

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

epoch time: 35.3013305664s, input_fired_time: 0.2750643492, output_fired_time: 0.1840474904, propagate_forward_time: 14.4736433029, propagate_backward_time: 18.9152717590, weight_update_time: 0.0664962158, other_time: 1.4533042908
epoch time: 4.3187799454s, input_fired_time: 0.0380439050, output_fired_time: 0.0000000000, propagate_forward_time: 3.9531373978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3275985718
validation[          , genome  3097] predictions:    9410/  10000 (94.10%), best:    9491/10000 (94.91%), error:      2004.81506, best error:      1731.34509 on epoch:     7, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 39.4346542358s, input_fired_time: 0.2918280363, output_fired_time: 0.2021482587, propagate_forward_time: 16.2888221741, propagate_backward_time: 21.0655632019, weight_update_time: 0.0727200210, other_time: 1.5862922668
epoch time: 3.2441146374s, input_fired_time: 0.0295605417, output_fired_time: 0.0000000000, propagate_forward_time: 2.9632718563, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2512822151
validation[          , genome  3097] predictions:    9485/  10000 (94.85%), best:    9491/10000 (94.91%), error:      1790.97388, best error:      1731.34509 on epoch:     7, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 47.6470870972s, input_fired_time: 0.3258898556, output_fired_time: 0.2363426983, propagate_forward_time: 19.6476154327, propagate_backward_time: 25.6023788452, weight_update_time: 0.0850833878, other_time: 1.8348598480
epoch time: 4.4116363525s, input_fired_time: 0.0380363986, output_fired_time: 0.0000000000, propagate_forward_time: 4.0418910980, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3317089081
validation[          , genome  3097] predictions:    9461/  10000 (94.61%), best:    9491/10000 (94.91%), error:      1789.00134, best error:      1731.34509 on epoch:     7, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 39.9560317993s, input_fired_time: 0.2948431075, output_fired_time: 0.2038256079, propagate_forward_time: 16.4114589691, propagate_backward_time: 21.4420242310, weight_update_time: 0.0738263130, other_time: 1.6038799286
epoch time: 2.9971714020s, input_fired_time: 0.0278818421, output_fired_time: 0.0000000000, propagate_forward_time: 2.7299575806, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2393319607
validation[          , genome  3097] predictions:    9530/  10000 (95.30%), best:    9530/10000 (95.30%), error:      1685.45593, best error:      1685.45593 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 34.5146179199s, input_fired_time: 0.2703723311, output_fired_time: 0.1815988421, propagate_forward_time: 14.0868377686, propagate_backward_time: 18.5443515778, weight_update_time: 0.0654258505, other_time: 1.4314594269
epoch time: 3.2963593006s, input_fired_time: 0.0307790041, output_fired_time: 0.0000000000, propagate_forward_time: 3.0068819523, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2586982250
validation[          , genome  3097] predictions:    9511/  10000 (95.11%), best:    9530/10000 (95.30%), error:      1696.76855, best error:      1685.45593 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 36.7255134583s, input_fired_time: 0.2820545137, output_fired_time: 0.1905502528, propagate_forward_time: 15.0879545212, propagate_backward_time: 19.6492366791, weight_update_time: 0.0686088800, other_time: 1.5157146454
epoch time: 3.4693245888s, input_fired_time: 0.0327146798, output_fired_time: 0.0000000000, propagate_forward_time: 3.1637954712, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2728145123
validation[          , genome  3097] predictions:    9462/  10000 (94.62%), best:    9530/10000 (95.30%), error:      1809.16882, best error:      1685.45593 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 38.6690177917s, input_fired_time: 0.2910563648, output_fired_time: 0.1986837834, propagate_forward_time: 15.9333581924, propagate_backward_time: 20.6831569672, weight_update_time: 0.0705116838, other_time: 1.5627613068
epoch time: 2.9280326366s, input_fired_time: 0.0276638605, output_fired_time: 0.0000000000, propagate_forward_time: 2.6685061455, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2318625450
validation[          , genome  3097] predictions:    9491/  10000 (94.91%), best:    9530/10000 (95.30%), error:      1723.74890, best error:      1685.45593 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 38.7405929565s, input_fired_time: 0.2892850339, output_fired_time: 0.1998461932, propagate_forward_time: 15.9549407959, propagate_backward_time: 20.7396717072, weight_update_time: 0.0700748786, other_time: 1.5568523407
epoch time: 3.5263187885s, input_fired_time: 0.0321220160, output_fired_time: 0.0000000000, propagate_forward_time: 3.2204632759, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2737336159
validation[          , genome  3097] predictions:    9534/  10000 (95.34%), best:    9534/10000 (95.34%), error:      1637.75012, best error:      1637.75012 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 40.7551460266s, input_fired_time: 0.3032166660, output_fired_time: 0.2069010139, propagate_forward_time: 16.7546787262, propagate_backward_time: 21.8671798706, weight_update_time: 0.0740250871, other_time: 1.6231708527
epoch time: 4.4376187325s, input_fired_time: 0.0386916734, output_fired_time: 0.0000000000, propagate_forward_time: 4.0644741058, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3344531059
validation[          , genome  3097] predictions:    9520/  10000 (95.20%), best:    9534/10000 (95.34%), error:      1641.77710, best error:      1637.75012 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 44.2114715576s, input_fired_time: 0.3140911758, output_fired_time: 0.2223597467, propagate_forward_time: 18.2378654480, propagate_backward_time: 23.7200584412, weight_update_time: 0.0784432590, other_time: 1.7170982361
epoch time: 4.0598726273s, input_fired_time: 0.0359394737, output_fired_time: 0.0000000000, propagate_forward_time: 3.7065091133, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3174238205
validation[          , genome  3097] predictions:    9440/  10000 (94.40%), best:    9534/10000 (95.34%), error:      1879.23389, best error:      1637.75012 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 40.5082130432s, input_fired_time: 0.2990119159, output_fired_time: 0.2067156434, propagate_forward_time: 16.6953639984, propagate_backward_time: 21.6851615906, weight_update_time: 0.0727276877, other_time: 1.6219615936
epoch time: 3.2796146870s, input_fired_time: 0.0302292686, output_fired_time: 0.0000000000, propagate_forward_time: 2.9899671078, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2594182491
validation[          , genome  3097] predictions:    9533/  10000 (95.33%), best:    9533/10000 (95.33%), error:      1603.13818, best error:      1603.13818 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 41.4360084534s, input_fired_time: 0.3012568355, output_fired_time: 0.2103288323, propagate_forward_time: 17.0097789764, propagate_backward_time: 22.2716979980, weight_update_time: 0.0741927996, other_time: 1.6429462433
epoch time: 4.4479174614s, input_fired_time: 0.0435679406, output_fired_time: 0.0000000000, propagate_forward_time: 4.0713787079, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3329706192
validation[          , genome  3097] predictions:    9482/  10000 (94.82%), best:    9533/10000 (95.33%), error:      1723.66516, best error:      1603.13818 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 40.7077484131s, input_fired_time: 0.3041014075, output_fired_time: 0.2077402323, propagate_forward_time: 16.7566165924, propagate_backward_time: 21.8418960571, weight_update_time: 0.0720765069, other_time: 1.5973949432
epoch time: 3.7954390049s, input_fired_time: 0.0342970155, output_fired_time: 0.0000000000, propagate_forward_time: 3.4705626965, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2905793190
validation[          , genome  3097] predictions:    9517/  10000 (95.17%), best:    9533/10000 (95.33%), error:      1626.46912, best error:      1603.13818 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 42.7397422791s, input_fired_time: 0.3060356975, output_fired_time: 0.2152169347, propagate_forward_time: 17.5926227570, propagate_backward_time: 22.9579200745, weight_update_time: 0.0772416815, other_time: 1.6679477692
epoch time: 4.4607582092s, input_fired_time: 0.0396318473, output_fired_time: 0.0000000000, propagate_forward_time: 4.0841488838, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3369774818
validation[          , genome  3097] predictions:    9542/  10000 (95.42%), best:    9533/10000 (95.33%), error:      1648.79065, best error:      1603.13818 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 43.8978919983s, input_fired_time: 0.3122334182, output_fired_time: 0.2210134417, propagate_forward_time: 18.1118431091, propagate_backward_time: 23.5556983948, weight_update_time: 0.0784458593, other_time: 1.6971054077
epoch time: 3.5396807194s, input_fired_time: 0.0314580873, output_fired_time: 0.0000000000, propagate_forward_time: 3.2355215549, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2727010250
validation[          , genome  3097] predictions:    9504/  10000 (95.04%), best:    9533/10000 (95.33%), error:      1674.72620, best error:      1603.13818 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 44.9869918823s, input_fired_time: 0.3171729743, output_fired_time: 0.2335377336, propagate_forward_time: 18.5675296783, propagate_backward_time: 24.1314296722, weight_update_time: 0.0796099976, other_time: 1.7373199463
epoch time: 3.6886973381s, input_fired_time: 0.0327669047, output_fired_time: 0.0000000000, propagate_forward_time: 3.3727474213, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2831830978
validation[          , genome  3097] predictions:    9527/  10000 (95.27%), best:    9533/10000 (95.33%), error:      1612.63843, best error:      1603.13818 on epoch:    24, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 41.8868675232s, input_fired_time: 0.3008531928, output_fired_time: 0.2117029876, propagate_forward_time: 17.2391700745, propagate_backward_time: 22.5021076202, weight_update_time: 0.0748999119, other_time: 1.6330318451
epoch time: 3.7599685192s, input_fired_time: 0.0332549736, output_fired_time: 0.0000000000, propagate_forward_time: 3.4416429996, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2850706577
validation[          , genome  3097] predictions:    9550/  10000 (95.50%), best:    9550/10000 (95.50%), error:      1539.49756, best error:      1539.49756 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 42.7917251587s, input_fired_time: 0.3053631186, output_fired_time: 0.2144527733, propagate_forward_time: 17.6721076965, propagate_backward_time: 22.9256210327, weight_update_time: 0.0775514916, other_time: 1.6741790771
epoch time: 3.3770480156s, input_fired_time: 0.0303025506, output_fired_time: 0.0000000000, propagate_forward_time: 3.0833652020, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2633802891
validation[          , genome  3097] predictions:    9527/  10000 (95.27%), best:    9550/10000 (95.50%), error:      1545.12292, best error:      1539.49756 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 39.0738372803s, input_fired_time: 0.2889392376, output_fired_time: 0.2000126541, propagate_forward_time: 16.1142482758, propagate_backward_time: 20.9404907227, weight_update_time: 0.0716614872, other_time: 1.5301456451
epoch time: 4.2595877647s, input_fired_time: 0.0373346321, output_fired_time: 0.0000000000, propagate_forward_time: 3.9020166397, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3202366829
validation[          , genome  3097] predictions:    9527/  10000 (95.27%), best:    9550/10000 (95.50%), error:      1564.31238, best error:      1539.49756 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 33.9848709106s, input_fired_time: 0.2664783895, output_fired_time: 0.1783107370, propagate_forward_time: 13.9154443741, propagate_backward_time: 18.2544422150, weight_update_time: 0.0604586527, other_time: 1.3701953888
epoch time: 3.0236990452s, input_fired_time: 0.0287184138, output_fired_time: 0.0000000000, propagate_forward_time: 2.7552206516, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2397599220
validation[          , genome  3097] predictions:    9548/  10000 (95.48%), best:    9548/10000 (95.48%), error:      1521.51794, best error:      1521.51794 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 40.3877639771s, input_fired_time: 0.2975603938, output_fired_time: 0.2064251900, propagate_forward_time: 16.6933364868, propagate_backward_time: 21.6103477478, weight_update_time: 0.0719166100, other_time: 1.5800933838
epoch time: 3.1062893867s, input_fired_time: 0.0288087875, output_fired_time: 0.0000000000, propagate_forward_time: 2.8322210312, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2452595234
validation[          , genome  3097] predictions:    9547/  10000 (95.47%), best:    9547/10000 (95.47%), error:      1492.88989, best error:      1492.88989 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 37.2381286621s, input_fired_time: 0.2819933295, output_fired_time: 0.1925559193, propagate_forward_time: 15.3069524765, propagate_backward_time: 19.9842891693, weight_update_time: 0.0663212165, other_time: 1.4723377228
epoch time: 3.6901135445s, input_fired_time: 0.0328510739, output_fired_time: 0.0000000000, propagate_forward_time: 3.3766286373, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2806339264
validation[          , genome  3097] predictions:    9530/  10000 (95.30%), best:    9547/10000 (95.47%), error:      1589.61145, best error:      1492.88989 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 42.6968917847s, input_fired_time: 0.3053507805, output_fired_time: 0.2143174112, propagate_forward_time: 17.5611953735, propagate_backward_time: 22.9665431976, weight_update_time: 0.0769727454, other_time: 1.6494846344
epoch time: 3.3429865837s, input_fired_time: 0.0311348066, output_fired_time: 0.0000000000, propagate_forward_time: 3.0511589050, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2606928349
validation[          , genome  3097] predictions:    9523/  10000 (95.23%), best:    9547/10000 (95.47%), error:      1585.47437, best error:      1492.88989 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 39.9114151001s, input_fired_time: 0.2972413301, output_fired_time: 0.2038263977, propagate_forward_time: 16.5013408661, propagate_backward_time: 21.3282070160, weight_update_time: 0.0708241984, other_time: 1.5807991028
epoch time: 4.4398069382s, input_fired_time: 0.0389585346, output_fired_time: 0.0000000000, propagate_forward_time: 4.0686659813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3321824074
validation[          , genome  3097] predictions:    9561/  10000 (95.61%), best:    9547/10000 (95.47%), error:      1542.81213, best error:      1492.88989 on epoch:    34, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 35.3483123779s, input_fired_time: 0.2770685256, output_fired_time: 0.1852228642, propagate_forward_time: 14.5738620758, propagate_backward_time: 18.8861751556, weight_update_time: 0.0631516799, other_time: 1.4259834290
epoch time: 3.2175364494s, input_fired_time: 0.0308590923, output_fired_time: 0.0000000000, propagate_forward_time: 2.9314980507, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2551794052
validation[          , genome  3097] predictions:    9525/  10000 (95.25%), best:    9547/10000 (95.47%), error:      1584.50903, best error:      1492.88989 on epoch:    34, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 38.4189147949s, input_fired_time: 0.2867738008, output_fired_time: 0.1961426288, propagate_forward_time: 15.6629562378, propagate_backward_time: 20.7406482697, weight_update_time: 0.0691739470, other_time: 1.5323925018
epoch time: 4.4316539764s, input_fired_time: 0.0384948738, output_fired_time: 0.0000000000, propagate_forward_time: 4.0610299110, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3321290016
validation[          , genome  3097] predictions:    9518/  10000 (95.18%), best:    9547/10000 (95.47%), error:      1635.01611, best error:      1492.88989 on epoch:    34, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 37.4605064392s, input_fired_time: 0.2862836719, output_fired_time: 0.1934043169, propagate_forward_time: 15.4038839340, propagate_backward_time: 20.0890369415, weight_update_time: 0.0679836720, other_time: 1.4878940582
epoch time: 4.4295568466s, input_fired_time: 0.0387691520, output_fired_time: 0.0000000000, propagate_forward_time: 4.0597906113, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3309969902
validation[          , genome  3097] predictions:    9551/  10000 (95.51%), best:    9547/10000 (95.47%), error:      1553.44446, best error:      1492.88989 on epoch:    34, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 39.9989356995s, input_fired_time: 0.2968062162, output_fired_time: 0.2035247684, propagate_forward_time: 16.4891033173, propagate_backward_time: 21.4429016113, weight_update_time: 0.0731271878, other_time: 1.5665988922
epoch time: 4.4425787926s, input_fired_time: 0.0387107544, output_fired_time: 0.0000000000, propagate_forward_time: 4.0719180107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3319501877
validation[          , genome  3097] predictions:    9528/  10000 (95.28%), best:    9547/10000 (95.47%), error:      1542.03687, best error:      1492.88989 on epoch:    34, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 46.5620040894s, input_fired_time: 0.3255637288, output_fired_time: 0.2329728454, propagate_forward_time: 19.2537364960, propagate_backward_time: 24.9650554657, weight_update_time: 0.0834971368, other_time: 1.7846755981
epoch time: 4.4481811523s, input_fired_time: 0.0394022800, output_fired_time: 0.0000000000, propagate_forward_time: 4.0759806633, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3327980042
validation[          , genome  3097] predictions:    9546/  10000 (95.46%), best:    9547/10000 (95.47%), error:      1529.62366, best error:      1492.88989 on epoch:    34, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 45.7993049622s, input_fired_time: 0.3225493431, output_fired_time: 0.2293806523, propagate_forward_time: 18.9053668976, propagate_backward_time: 24.5832328796, weight_update_time: 0.0842847452, other_time: 1.7587757111
epoch time: 4.4348201752s, input_fired_time: 0.0387234390, output_fired_time: 0.0000000000, propagate_forward_time: 4.0641846657, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3319120407
validation[          , genome  3097] predictions:    9527/  10000 (95.27%), best:    9547/10000 (95.47%), error:      1633.52991, best error:      1492.88989 on epoch:    34, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 47.4830474854s, input_fired_time: 0.3289616108, output_fired_time: 0.2360030562, propagate_forward_time: 19.6183643341, propagate_backward_time: 25.4932327271, weight_update_time: 0.0852480009, other_time: 1.8064861298
epoch time: 3.3184189796s, input_fired_time: 0.0308392663, output_fired_time: 0.0000000000, propagate_forward_time: 3.0308532715, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2567265034
validation[          , genome  3097] predictions:    9553/  10000 (95.53%), best:    9547/10000 (95.47%), error:      1535.69836, best error:      1492.88989 on epoch:    34, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 43.2969856262s, input_fired_time: 0.3120121658, output_fired_time: 0.2180450857, propagate_forward_time: 17.8971862793, propagate_backward_time: 23.1923675537, weight_update_time: 0.0785956606, other_time: 1.6773757935
epoch time: 4.4468030930s, input_fired_time: 0.0401431248, output_fired_time: 0.0000000000, propagate_forward_time: 4.0701098442, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3365502357
validation[          , genome  3097] predictions:    9533/  10000 (95.33%), best:    9547/10000 (95.47%), error:      1513.86267, best error:      1492.88989 on epoch:    34, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 47.6241798401s, input_fired_time: 0.3303951025, output_fired_time: 0.2370928526, propagate_forward_time: 19.6947193146, propagate_backward_time: 25.5442409515, weight_update_time: 0.0831177980, other_time: 1.8177337646
epoch time: 3.5556569099s, input_fired_time: 0.0322832279, output_fired_time: 0.0000000000, propagate_forward_time: 3.2491428852, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2742307186
validation[          , genome  3097] predictions:    9522/  10000 (95.22%), best:    9547/10000 (95.47%), error:      1594.63416, best error:      1492.88989 on epoch:    34, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 34.0708541870s, input_fired_time: 0.2714667618, output_fired_time: 0.1795963347, propagate_forward_time: 13.9483356476, propagate_backward_time: 18.2962341309, weight_update_time: 0.0610802472, other_time: 1.3752231598
epoch time: 3.0972216129s, input_fired_time: 0.0304410607, output_fired_time: 0.0000000000, propagate_forward_time: 2.8190984726, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2476820946
validation[          , genome  3097] predictions:    9539/  10000 (95.39%), best:    9547/10000 (95.47%), error:      1573.47485, best error:      1492.88989 on epoch:    34, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 38.8033981323s, input_fired_time: 0.2933291793, output_fired_time: 0.1991392672, propagate_forward_time: 16.0092296600, propagate_backward_time: 20.7744865417, weight_update_time: 0.0688668117, other_time: 1.5272159576
epoch time: 3.0386972427s, input_fired_time: 0.0290244389, output_fired_time: 0.0000000000, propagate_forward_time: 2.7673037052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2423691750
validation[          , genome  3097] predictions:    9540/  10000 (95.40%), best:    9547/10000 (95.47%), error:      1550.49634, best error:      1492.88989 on epoch:    34, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 37.7253189087s, input_fired_time: 0.2871432900, output_fired_time: 0.1930902600, propagate_forward_time: 15.5077800751, propagate_backward_time: 20.2269020081, weight_update_time: 0.0677504092, other_time: 1.5104045868
epoch time: 3.6099727154s, input_fired_time: 0.0331850946, output_fired_time: 0.0000000000, propagate_forward_time: 3.2980625629, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2787251472
validation[          , genome  3097] predictions:    9573/  10000 (95.73%), best:    9547/10000 (95.47%), error:      1508.70325, best error:      1492.88989 on epoch:    34, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 41.6589241028s, input_fired_time: 0.3059121668, output_fired_time: 0.2124998868, propagate_forward_time: 17.1742572784, propagate_backward_time: 22.3295440674, weight_update_time: 0.0754571036, other_time: 1.6367092133
epoch time: 3.4228758812s, input_fired_time: 0.0316999815, output_fired_time: 0.0000000000, propagate_forward_time: 3.1260683537, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2651076317
validation[          , genome  3097] predictions:    9528/  10000 (95.28%), best:    9547/10000 (95.47%), error:      1637.33691, best error:      1492.88989 on epoch:    34, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 37.5627212524s, input_fired_time: 0.2865002155, output_fired_time: 0.1944020391, propagate_forward_time: 15.3702898026, propagate_backward_time: 20.2010402679, weight_update_time: 0.0691618994, other_time: 1.5104923248
epoch time: 3.4286644459s, input_fired_time: 0.0322499722, output_fired_time: 0.0000000000, propagate_forward_time: 3.1289625168, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2674520016
validation[          , genome  3097] predictions:    9485/  10000 (94.85%), best:    9547/10000 (95.47%), error:      1715.04614, best error:      1492.88989 on epoch:    34, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 43.8320960999s, input_fired_time: 0.3152504265, output_fired_time: 0.2207497805, propagate_forward_time: 18.0512371063, propagate_backward_time: 23.5204315186, weight_update_time: 0.0799594820, other_time: 1.7244281769
epoch time: 4.0783648491s, input_fired_time: 0.0364400744, output_fired_time: 0.0000000000, propagate_forward_time: 3.7323539257, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3095710278
validation[          , genome  3097] predictions:    9568/  10000 (95.68%), best:    9547/10000 (95.47%), error:      1506.61365, best error:      1492.88989 on epoch:    34, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 40.0235824585s, input_fired_time: 0.2979542315, output_fired_time: 0.2047418803, propagate_forward_time: 16.4370231628, propagate_backward_time: 21.5068073273, weight_update_time: 0.0728638619, other_time: 1.5770549774
epoch time: 3.3322348595s, input_fired_time: 0.0309687983, output_fired_time: 0.0000000000, propagate_forward_time: 3.0375888348, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2636771202
validation[          , genome  3097] predictions:    9564/  10000 (95.64%), best:    9564/10000 (95.64%), error:      1460.83057, best error:      1460.83057 on epoch:    53, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 38.4167823792s, input_fired_time: 0.2899233699, output_fired_time: 0.1969297379, propagate_forward_time: 15.7831687927, propagate_backward_time: 20.6157264709, weight_update_time: 0.0709500983, other_time: 1.5310325623
epoch time: 3.3799588680s, input_fired_time: 0.0314949378, output_fired_time: 0.0000000000, propagate_forward_time: 3.0849950314, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2634689808
validation[          , genome  3097] predictions:    9552/  10000 (95.52%), best:    9564/10000 (95.64%), error:      1508.04834, best error:      1460.83057 on epoch:    53, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 40.9488449097s, input_fired_time: 0.3015603125, output_fired_time: 0.2076025605, propagate_forward_time: 16.8370285034, propagate_backward_time: 21.9703807831, weight_update_time: 0.0748586953, other_time: 1.6322727203
epoch time: 4.3926939964s, input_fired_time: 0.0390960798, output_fired_time: 0.0000000000, propagate_forward_time: 4.0253405571, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3282575607
validation[          , genome  3097] predictions:    9525/  10000 (95.25%), best:    9564/10000 (95.64%), error:      1533.26367, best error:      1460.83057 on epoch:    53, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 37.2472190857s, input_fired_time: 0.2868325114, output_fired_time: 0.1956131011, propagate_forward_time: 15.3233165741, propagate_backward_time: 19.9625244141, weight_update_time: 0.0687134340, other_time: 1.4789333344
epoch time: 4.3476014137s, input_fired_time: 0.0395002514, output_fired_time: 0.0000000000, propagate_forward_time: 3.9794836044, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3286175728
validation[          , genome  3097] predictions:    9571/  10000 (95.71%), best:    9564/10000 (95.64%), error:      1463.67725, best error:      1460.83057 on epoch:    53, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 39.8753013611s, input_fired_time: 0.2967047691, output_fired_time: 0.2029096335, propagate_forward_time: 16.4099006653, propagate_backward_time: 21.3820343018, weight_update_time: 0.0717686862, other_time: 1.5837516785
epoch time: 3.4524862766s, input_fired_time: 0.0318007618, output_fired_time: 0.0000000000, propagate_forward_time: 3.1491930485, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2714924812
validation[          , genome  3097] predictions:    9497/  10000 (94.97%), best:    9564/10000 (95.64%), error:      1732.13745, best error:      1460.83057 on epoch:    53, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 38.3713455200s, input_fired_time: 0.2907988727, output_fired_time: 0.1964832246, propagate_forward_time: 15.7648973465, propagate_backward_time: 20.6013145447, weight_update_time: 0.0703190863, other_time: 1.5178527832
epoch time: 3.3678152561s, input_fired_time: 0.0314251818, output_fired_time: 0.0000000000, propagate_forward_time: 3.0735030174, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2628870010
validation[          , genome  3097] predictions:    9568/  10000 (95.68%), best:    9564/10000 (95.64%), error:      1472.33582, best error:      1460.83057 on epoch:    53, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 36.1019172668s, input_fired_time: 0.2787088156, output_fired_time: 0.2001617402, propagate_forward_time: 14.7745180130, propagate_backward_time: 19.4124870300, weight_update_time: 0.0656991899, other_time: 1.4360427856
epoch time: 4.4466733932s, input_fired_time: 0.0391645022, output_fired_time: 0.0000000000, propagate_forward_time: 4.0740666389, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3334422112
validation[          , genome  3097] predictions:    9531/  10000 (95.31%), best:    9564/10000 (95.64%), error:      1526.26538, best error:      1460.83057 on epoch:    53, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 36.6924743652s, input_fired_time: 0.2818287611, output_fired_time: 0.1947081387, propagate_forward_time: 15.0077619553, propagate_backward_time: 19.7424621582, weight_update_time: 0.0679392219, other_time: 1.4657096863
epoch time: 3.3713340759s, input_fired_time: 0.0313335918, output_fired_time: 0.0000000000, propagate_forward_time: 3.0775499344, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2624504566
validation[          , genome  3097] predictions:    9536/  10000 (95.36%), best:    9564/10000 (95.64%), error:      1537.44177, best error:      1460.83057 on epoch:    53, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 46.5394058228s, input_fired_time: 0.3265240490, output_fired_time: 0.2316843867, propagate_forward_time: 19.2042980194, propagate_backward_time: 24.9947891235, weight_update_time: 0.0831825137, other_time: 1.7821102142
epoch time: 3.4352807999s, input_fired_time: 0.0314750001, output_fired_time: 0.0000000000, propagate_forward_time: 3.1391103268, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2646954060
validation[          , genome  3097] predictions:    9554/  10000 (95.54%), best:    9564/10000 (95.64%), error:      1475.67200, best error:      1460.83057 on epoch:    53, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 38.0924873352s, input_fired_time: 0.2877619863, output_fired_time: 0.1951814145, propagate_forward_time: 15.6717224121, propagate_backward_time: 20.4394302368, weight_update_time: 0.0696842521, other_time: 1.4983901978
epoch time: 3.3855626583s, input_fired_time: 0.0317761041, output_fired_time: 0.0000000000, propagate_forward_time: 3.0902121067, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2635743618
validation[          , genome  3097] predictions:    9544/  10000 (95.44%), best:    9564/10000 (95.64%), error:      1495.18542, best error:      1460.83057 on epoch:    53, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 37.2082786560s, input_fired_time: 0.2860618830, output_fired_time: 0.1933975220, propagate_forward_time: 15.2551565170, propagate_backward_time: 20.0138416290, weight_update_time: 0.0679124817, other_time: 1.4598217010
epoch time: 3.4130105972s, input_fired_time: 0.0319070332, output_fired_time: 0.0000000000, propagate_forward_time: 3.1169712543, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2641322613
validation[          , genome  3097] predictions:    9546/  10000 (95.46%), best:    9564/10000 (95.64%), error:      1517.58899, best error:      1460.83057 on epoch:    53, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 37.5083656311s, input_fired_time: 0.2872030139, output_fired_time: 0.1927402318, propagate_forward_time: 15.3874874115, propagate_backward_time: 20.1559314728, weight_update_time: 0.0696699470, other_time: 1.4850006104
epoch time: 4.0304050446s, input_fired_time: 0.0362618305, output_fired_time: 0.0000000000, propagate_forward_time: 3.6901307106, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3040125370
validation[          , genome  3097] predictions:    9521/  10000 (95.21%), best:    9564/10000 (95.64%), error:      1624.32361, best error:      1460.83057 on epoch:    53, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 38.8646469116s, input_fired_time: 0.2926168740, output_fired_time: 0.1981190890, propagate_forward_time: 15.9806966782, propagate_backward_time: 20.8405113220, weight_update_time: 0.0711187571, other_time: 1.5527000427
epoch time: 4.4352550507s, input_fired_time: 0.0392902195, output_fired_time: 0.0000000000, propagate_forward_time: 4.0639257431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3320388794
validation[          , genome  3097] predictions:    9523/  10000 (95.23%), best:    9564/10000 (95.64%), error:      1560.35962, best error:      1460.83057 on epoch:    53, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 38.2303810120s, input_fired_time: 0.2891543806, output_fired_time: 0.1955649555, propagate_forward_time: 15.6580610275, propagate_backward_time: 20.5816822052, weight_update_time: 0.0698929280, other_time: 1.5059185028
epoch time: 3.3221731186s, input_fired_time: 0.0311910547, output_fired_time: 0.0000000000, propagate_forward_time: 3.0345869064, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2563951015
validation[          , genome  3097] predictions:    9564/  10000 (95.64%), best:    9564/10000 (95.64%), error:      1462.42224, best error:      1460.83057 on epoch:    53, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 34.7346801758s, input_fired_time: 0.2739360631, output_fired_time: 0.1835153550, propagate_forward_time: 14.2477493286, propagate_backward_time: 18.6515426636, weight_update_time: 0.0617177077, other_time: 1.3779373169
epoch time: 3.0010266304s, input_fired_time: 0.0287755858, output_fired_time: 0.0000000000, propagate_forward_time: 2.7335698605, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2386810780
validation[          , genome  3097] predictions:    9555/  10000 (95.55%), best:    9564/10000 (95.64%), error:      1507.82178, best error:      1460.83057 on epoch:    53, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 41.5139083862s, input_fired_time: 0.3047885895, output_fired_time: 0.2102567405, propagate_forward_time: 17.0612220764, propagate_backward_time: 22.3144474030, weight_update_time: 0.0738406852, other_time: 1.6231937408
epoch time: 2.9679355621s, input_fired_time: 0.0286348704, output_fired_time: 0.0000000000, propagate_forward_time: 2.7045383453, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2347624302
validation[          , genome  3097] predictions:    9561/  10000 (95.61%), best:    9561/10000 (95.61%), error:      1460.26892, best error:      1460.26892 on epoch:    68, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 39.7526016235s, input_fired_time: 0.2981385291, output_fired_time: 0.2032985985, propagate_forward_time: 16.2915000916, propagate_backward_time: 21.3773384094, weight_update_time: 0.0705315024, other_time: 1.5823249817
epoch time: 3.0530018806s, input_fired_time: 0.0288468748, output_fired_time: 0.0000000000, propagate_forward_time: 2.7852160931, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2389388084
validation[          , genome  3097] predictions:    9560/  10000 (95.60%), best:    9561/10000 (95.61%), error:      1463.48511, best error:      1460.26892 on epoch:    68, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 33.6901359558s, input_fired_time: 0.2707366943, output_fired_time: 0.1782053262, propagate_forward_time: 13.9209327698, propagate_backward_time: 17.9591770172, weight_update_time: 0.0599515140, other_time: 1.3610858917
epoch time: 3.0752303600s, input_fired_time: 0.0292210635, output_fired_time: 0.0000000000, propagate_forward_time: 2.8053483963, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2406609058
validation[          , genome  3097] predictions:    9567/  10000 (95.67%), best:    9561/10000 (95.61%), error:      1478.08484, best error:      1460.26892 on epoch:    68, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 47.1837120056s, input_fired_time: 0.3316243887, output_fired_time: 0.2335876673, propagate_forward_time: 19.4985847473, propagate_backward_time: 25.3077487946, weight_update_time: 0.0847184584, other_time: 1.8121662140
epoch time: 3.8807907104s, input_fired_time: 0.0356904939, output_fired_time: 0.0000000000, propagate_forward_time: 3.5481488705, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2969512939
validation[          , genome  3097] predictions:    9562/  10000 (95.62%), best:    9561/10000 (95.61%), error:      1490.09094, best error:      1460.26892 on epoch:    68, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 47.1370010376s, input_fired_time: 0.3303650022, output_fired_time: 0.2361527979, propagate_forward_time: 19.4724769592, propagate_backward_time: 25.3022441864, weight_update_time: 0.0844105333, other_time: 1.7957630157
epoch time: 4.4453816414s, input_fired_time: 0.0404249839, output_fired_time: 0.0000000000, propagate_forward_time: 4.0700254440, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3349313736
validation[          , genome  3097] predictions:    9577/  10000 (95.77%), best:    9561/10000 (95.61%), error:      1472.61279, best error:      1460.26892 on epoch:    68, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 41.3825263977s, input_fired_time: 0.3064630032, output_fired_time: 0.2113032043, propagate_forward_time: 16.9764671326, propagate_backward_time: 22.2604827881, weight_update_time: 0.0734471306, other_time: 1.6278114319
epoch time: 3.0026340485s, input_fired_time: 0.0292238835, output_fired_time: 0.0000000000, propagate_forward_time: 2.7351422310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2382678986
validation[          , genome  3097] predictions:    9493/  10000 (94.93%), best:    9561/10000 (95.61%), error:      1703.02405, best error:      1460.26892 on epoch:    68, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 43.6778678894s, input_fired_time: 0.3146662414, output_fired_time: 0.2201018482, propagate_forward_time: 18.0553550720, propagate_backward_time: 23.4002380371, weight_update_time: 0.0787287205, other_time: 1.6875076294
epoch time: 3.3775413036s, input_fired_time: 0.0311091598, output_fired_time: 0.0000000000, propagate_forward_time: 3.0870797634, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2593524456
validation[          , genome  3097] predictions:    9569/  10000 (95.69%), best:    9561/10000 (95.61%), error:      1467.09143, best error:      1460.26892 on epoch:    68, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 37.1366233826s, input_fired_time: 0.2836087644, output_fired_time: 0.1912990659, propagate_forward_time: 15.2488574982, propagate_backward_time: 19.9471244812, weight_update_time: 0.0687749088, other_time: 1.4657344818
epoch time: 3.3168213367s, input_fired_time: 0.0312506817, output_fired_time: 0.0000000000, propagate_forward_time: 3.0288693905, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2567012310
validation[          , genome  3097] predictions:    9560/  10000 (95.60%), best:    9561/10000 (95.61%), error:      1499.47607, best error:      1460.26892 on epoch:    68, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 36.8075561523s, input_fired_time: 0.2844571769, output_fired_time: 0.1906176358, propagate_forward_time: 15.1140146255, propagate_backward_time: 19.7662620544, weight_update_time: 0.0682795718, other_time: 1.4522056580
epoch time: 3.3349826336s, input_fired_time: 0.0314199924, output_fired_time: 0.0000000000, propagate_forward_time: 3.0463402271, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2572224140
validation[          , genome  3097] predictions:    9519/  10000 (95.19%), best:    9561/10000 (95.61%), error:      1618.82251, best error:      1460.26892 on epoch:    68, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 37.0984420776s, input_fired_time: 0.2857159078, output_fired_time: 0.1918061525, propagate_forward_time: 15.2324609756, propagate_backward_time: 19.9212074280, weight_update_time: 0.0684697330, other_time: 1.4672508240
epoch time: 3.3102862835s, input_fired_time: 0.0312062837, output_fired_time: 0.0000000000, propagate_forward_time: 3.0211720467, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2579078674
validation[          , genome  3097] predictions:    9521/  10000 (95.21%), best:    9561/10000 (95.61%), error:      1590.75342, best error:      1460.26892 on epoch:    68, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 36.8463592529s, input_fired_time: 0.2854044139, output_fired_time: 0.1903755069, propagate_forward_time: 15.1930456161, propagate_backward_time: 19.7076663971, weight_update_time: 0.0686375648, other_time: 1.4698657990
epoch time: 3.4075617790s, input_fired_time: 0.0320516378, output_fired_time: 0.0000000000, propagate_forward_time: 3.1114020348, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2641081810
validation[          , genome  3097] predictions:    9555/  10000 (95.55%), best:    9555/10000 (95.55%), error:      1448.23108, best error:      1448.23108 on epoch:    78, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 38.8542976379s, input_fired_time: 0.2958721220, output_fired_time: 0.1987557262, propagate_forward_time: 15.9830484390, propagate_backward_time: 20.8400707245, weight_update_time: 0.0714190602, other_time: 1.5365505219
epoch time: 3.3566999435s, input_fired_time: 0.0326016583, output_fired_time: 0.0000000000, propagate_forward_time: 3.0603668690, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2637314796
validation[          , genome  3097] predictions:    9541/  10000 (95.41%), best:    9555/10000 (95.55%), error:      1520.65759, best error:      1448.23108 on epoch:    78, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 39.6737899780s, input_fired_time: 0.2987710536, output_fired_time: 0.2015050948, propagate_forward_time: 16.3866653442, propagate_backward_time: 21.2290744781, weight_update_time: 0.0729120597, other_time: 1.5577754974
epoch time: 3.3267552853s, input_fired_time: 0.0312990583, output_fired_time: 0.0000000000, propagate_forward_time: 3.0396277905, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2558283806
validation[          , genome  3097] predictions:    9553/  10000 (95.53%), best:    9555/10000 (95.55%), error:      1474.05518, best error:      1448.23108 on epoch:    78, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 39.0684165955s, input_fired_time: 0.2941125035, output_fired_time: 0.1998599172, propagate_forward_time: 15.9985752106, propagate_backward_time: 21.0616645813, weight_update_time: 0.0714829639, other_time: 1.5142040253
epoch time: 3.1972022057s, input_fired_time: 0.0308995973, output_fired_time: 0.0000000000, propagate_forward_time: 2.9187638760, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2475388050
validation[          , genome  3097] predictions:    9554/  10000 (95.54%), best:    9555/10000 (95.55%), error:      1502.12109, best error:      1448.23108 on epoch:    78, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 42.6182060242s, input_fired_time: 0.3107911944, output_fired_time: 0.2160051912, propagate_forward_time: 17.5726146698, propagate_backward_time: 22.8642177582, weight_update_time: 0.0767330527, other_time: 1.6545791626
epoch time: 3.3459746838s, input_fired_time: 0.0314705260, output_fired_time: 0.0000000000, propagate_forward_time: 3.0535545349, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2609496117
validation[          , genome  3097] predictions:    9553/  10000 (95.53%), best:    9555/10000 (95.55%), error:      1485.79919, best error:      1448.23108 on epoch:    78, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 42.6555633545s, input_fired_time: 0.3124855757, output_fired_time: 0.2167575657, propagate_forward_time: 17.5252075195, propagate_backward_time: 22.9307975769, weight_update_time: 0.0763846189, other_time: 1.6703147888
epoch time: 3.3150422573s, input_fired_time: 0.0321037956, output_fired_time: 0.0000000000, propagate_forward_time: 3.0240011215, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2589373589
validation[          , genome  3097] predictions:    9560/  10000 (95.60%), best:    9555/10000 (95.55%), error:      1481.92004, best error:      1448.23108 on epoch:    78, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 41.6330871582s, input_fired_time: 0.3081088662, output_fired_time: 0.2120583802, propagate_forward_time: 17.0847911835, propagate_backward_time: 22.3782024384, weight_update_time: 0.0754537061, other_time: 1.6499252319
epoch time: 4.0749764442s, input_fired_time: 0.0377889611, output_fired_time: 0.0000000000, propagate_forward_time: 3.7287273407, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3084602356
validation[          , genome  3097] predictions:    9536/  10000 (95.36%), best:    9555/10000 (95.55%), error:      1554.59460, best error:      1448.23108 on epoch:    78, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 46.8798255920s, input_fired_time: 0.3314200342, output_fired_time: 0.2338795066, propagate_forward_time: 19.3375568390, propagate_backward_time: 25.1173553467, weight_update_time: 0.0830251053, other_time: 1.8596134186
epoch time: 3.4594841003s, input_fired_time: 0.0323588289, output_fired_time: 0.0000000000, propagate_forward_time: 3.1609771252, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2661480904
validation[          , genome  3097] predictions:    9561/  10000 (95.61%), best:    9555/10000 (95.55%), error:      1518.31775, best error:      1448.23108 on epoch:    78, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 40.3061180115s, input_fired_time: 0.2984611988, output_fired_time: 0.2035335153, propagate_forward_time: 16.5237941742, propagate_backward_time: 21.6702442169, weight_update_time: 0.0721864477, other_time: 1.6100845337
epoch time: 3.5929508209s, input_fired_time: 0.0330199450, output_fired_time: 0.0000000000, propagate_forward_time: 3.2818238735, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2781069279
validation[          , genome  3097] predictions:    9560/  10000 (95.60%), best:    9555/10000 (95.55%), error:      1451.08936, best error:      1448.23108 on epoch:    78, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 39.0515327454s, input_fired_time: 0.2942482531, output_fired_time: 0.1995229721, propagate_forward_time: 16.0711421967, propagate_backward_time: 20.9458141327, weight_update_time: 0.0689186826, other_time: 1.5408058167
epoch time: 4.4463877678s, input_fired_time: 0.0400412232, output_fired_time: 0.0000000000, propagate_forward_time: 4.0738024712, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3325438499
validation[          , genome  3097] predictions:    9534/  10000 (95.34%), best:    9555/10000 (95.55%), error:      1539.90039, best error:      1448.23108 on epoch:    78, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 40.8414878845s, input_fired_time: 0.3015787601, output_fired_time: 0.2072912157, propagate_forward_time: 16.7996158600, propagate_backward_time: 21.9312744141, weight_update_time: 0.0721264631, other_time: 1.6017284393
epoch time: 3.3907184601s, input_fired_time: 0.0326093808, output_fired_time: 0.0000000000, propagate_forward_time: 3.0970914364, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2610175610
validation[          , genome  3097] predictions:    9562/  10000 (95.62%), best:    9555/10000 (95.55%), error:      1474.99731, best error:      1448.23108 on epoch:    78, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 37.2483863831s, input_fired_time: 0.2842878699, output_fired_time: 0.1918742061, propagate_forward_time: 15.1994676590, propagate_backward_time: 20.1151580811, weight_update_time: 0.0659748018, other_time: 1.4575996399
epoch time: 3.3682537079s, input_fired_time: 0.0319508091, output_fired_time: 0.0000000000, propagate_forward_time: 3.0742003918, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2621026039
validation[          , genome  3097] predictions:    9523/  10000 (95.23%), best:    9555/10000 (95.55%), error:      1587.66602, best error:      1448.23108 on epoch:    78, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 37.0605049133s, input_fired_time: 0.2841139436, output_fired_time: 0.1917086989, propagate_forward_time: 15.2270536423, propagate_backward_time: 19.9021720886, weight_update_time: 0.0655646101, other_time: 1.4554557800
epoch time: 3.5830912590s, input_fired_time: 0.0352461860, output_fired_time: 0.0000000000, propagate_forward_time: 3.2698340416, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2780110836
validation[          , genome  3097] predictions:    9539/  10000 (95.39%), best:    9555/10000 (95.55%), error:      1523.58972, best error:      1448.23108 on epoch:    78, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 37.5045089722s, input_fired_time: 0.2853799760, output_fired_time: 0.1940059513, propagate_forward_time: 15.3454332352, propagate_backward_time: 20.2183647156, weight_update_time: 0.0664007068, other_time: 1.4613265991
epoch time: 3.3657956123s, input_fired_time: 0.0309959222, output_fired_time: 0.0000000000, propagate_forward_time: 3.0749676228, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2598321438
validation[          , genome  3097] predictions:    9543/  10000 (95.43%), best:    9555/10000 (95.55%), error:      1592.39856, best error:      1448.23108 on epoch:    78, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 37.1756172180s, input_fired_time: 0.2866920531, output_fired_time: 0.1927396506, propagate_forward_time: 15.2586135864, propagate_backward_time: 19.9812412262, weight_update_time: 0.0658026710, other_time: 1.4563274384
epoch time: 3.3229088783s, input_fired_time: 0.0308341589, output_fired_time: 0.0000000000, propagate_forward_time: 3.0316536427, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2604210377
validation[          , genome  3097] predictions:    9519/  10000 (95.19%), best:    9555/10000 (95.55%), error:      1622.28149, best error:      1448.23108 on epoch:    78, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 39.5213813782s, input_fired_time: 0.2944155633, output_fired_time: 0.2017578185, propagate_forward_time: 16.2260437012, propagate_backward_time: 21.2598056793, weight_update_time: 0.0700124353, other_time: 1.5393581390
epoch time: 4.1586670876s, input_fired_time: 0.0377268530, output_fired_time: 0.0000000000, propagate_forward_time: 3.8056168556, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3153233528
validation[          , genome  3097] predictions:    9582/  10000 (95.82%), best:    9555/10000 (95.55%), error:      1468.38818, best error:      1448.23108 on epoch:    78, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 41.1601295471s, input_fired_time: 0.3048173189, output_fired_time: 0.2090053111, propagate_forward_time: 16.9734001160, propagate_backward_time: 22.0735301971, weight_update_time: 0.0731191337, other_time: 1.5993785858
epoch time: 3.2070386410s, input_fired_time: 0.0305920243, output_fired_time: 0.0000000000, propagate_forward_time: 2.9281742573, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2482724190
validation[          , genome  3097] predictions:    9554/  10000 (95.54%), best:    9555/10000 (95.55%), error:      1536.20898, best error:      1448.23108 on epoch:    78, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 37.5149269104s, input_fired_time: 0.2860311866, output_fired_time: 0.1922990084, propagate_forward_time: 15.4213542938, propagate_backward_time: 20.1532402039, weight_update_time: 0.0719814226, other_time: 1.4620037079
epoch time: 3.3838481903s, input_fired_time: 0.0311341994, output_fired_time: 0.0000000000, propagate_forward_time: 3.0935635567, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2591505051
validation[          , genome  3097] predictions:    9563/  10000 (95.63%), best:    9555/10000 (95.55%), error:      1458.98145, best error:      1448.23108 on epoch:    78, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 37.3967018127s, input_fired_time: 0.2856756151, output_fired_time: 0.1921978444, propagate_forward_time: 15.3588056564, propagate_backward_time: 20.1074256897, weight_update_time: 0.0661345795, other_time: 1.4525947571
epoch time: 3.4093749523s, input_fired_time: 0.0315886214, output_fired_time: 0.0000000000, propagate_forward_time: 3.1157305241, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2620558739
validation[          , genome  3097] predictions:    9576/  10000 (95.76%), best:    9555/10000 (95.55%), error:      1486.88245, best error:      1448.23108 on epoch:    78, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 41.5114593506s, input_fired_time: 0.3066164553, output_fired_time: 0.2096995711, propagate_forward_time: 17.1530323029, propagate_backward_time: 22.2169723511, weight_update_time: 0.0737090856, other_time: 1.6251392365
epoch time: 3.6161298752s, input_fired_time: 0.0335377045, output_fired_time: 0.0000000000, propagate_forward_time: 3.3060998917, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2764923573
validation[          , genome  3097] predictions:    9564/  10000 (95.64%), best:    9555/10000 (95.55%), error:      1498.13660, best error:      1448.23108 on epoch:    78, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 41.2352180481s, input_fired_time: 0.3029360771, output_fired_time: 0.2087158859, propagate_forward_time: 16.9740447998, propagate_backward_time: 22.1651878357, weight_update_time: 0.0725349560, other_time: 1.5843315125
epoch time: 3.8113527298s, input_fired_time: 0.0352465659, output_fired_time: 0.0000000000, propagate_forward_time: 3.4876956940, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2884104252
validation[          , genome  3097] predictions:    9539/  10000 (95.39%), best:    9555/10000 (95.55%), error:      1539.81702, best error:      1448.23108 on epoch:    78, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 36.9527969360s, input_fired_time: 0.2865692675, output_fired_time: 0.1904028952, propagate_forward_time: 15.1205787659, propagate_backward_time: 19.8853054047, weight_update_time: 0.0676206350, other_time: 1.4699420929
epoch time: 3.5066998005s, input_fired_time: 0.0323795825, output_fired_time: 0.0000000000, propagate_forward_time: 3.2079455853, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2663745880
validation[          , genome  3097] predictions:    9546/  10000 (95.46%), best:    9555/10000 (95.55%), error:      1480.63989, best error:      1448.23108 on epoch:    78, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 40.1275253296s, input_fired_time: 0.2990125120, output_fired_time: 0.2051292211, propagate_forward_time: 16.5307655334, propagate_backward_time: 21.5464038849, weight_update_time: 0.0709409490, other_time: 1.5462169647
epoch time: 3.5171456337s, input_fired_time: 0.0333545692, output_fired_time: 0.0000000000, propagate_forward_time: 3.2136542797, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2701368332
validation[          , genome  3097] predictions:    9559/  10000 (95.59%), best:    9555/10000 (95.55%), error:      1455.84912, best error:      1448.23108 on epoch:    78, 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: 17.0901603699s, input_fired_time: 0.1622261703, output_fired_time: 0.0000000000, propagate_forward_time: 15.5742988586, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3536357880
best training[          , genome  3097] predictions:   48522/  50000 (97.04%), best:    9555/10000 (95.55%), error:      5267.57910, best error:      1448.23108 on epoch:    78, 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: 3.2772870064s, input_fired_time: 0.0303157326, output_fired_time: 0.0000000000, propagate_forward_time: 2.9790194035, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2679519653
   testing[          , genome  3097] predictions:    9619/  10000 (96.19%), best:    9555/10000 (95.55%), error:      1314.82495, best error:      1448.23108 on epoch:    78, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
00:01:00 (36348): called boinc_finish(0)

</stderr_txt>
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