Nameexact_genome_1512568488_44_6998_1
Workunit2606286
Created7 Dec 2017, 23:07:22 UTC
Sent7 Dec 2017, 23:17:46 UTC
Report deadline17 Dec 2017, 21:00:37 UTC
Received8 Dec 2017, 8:51:58 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57657
Run time5 hours 54 min 42 sec
CPU time4 hours 52 min 2 sec
Validate stateValid
Credit2,476.19
Device peak FLOPS2.65 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size154.57 MB
Peak swap size159.32 MB
Peak disk usage2.09 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
or:       934.23956, best error:       841.48120 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 241.1648864746s, input_fired_time: 2.7900338173, output_fired_time: 2.8284635544, propagate_forward_time: 90.2664260864, propagate_backward_time: 140.4067230225, weight_update_time: 0.2220487744, other_time: 4.8732452393
epoch time: 19.6206817627s, input_fired_time: 0.2453494966, output_fired_time: 0.0000000000, propagate_forward_time: 18.1900920868, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1852397919
validation[          , genome  6998] predictions:    9716/  10000 (97.16%), best:    9740/10000 (97.40%), error:       900.27222, best error:       841.48120 on epoch:    11, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 240.4195861816s, input_fired_time: 2.8404848576, output_fired_time: 3.3001630306, propagate_forward_time: 90.0459899902, propagate_backward_time: 139.1136322021, weight_update_time: 0.1877928078, other_time: 5.1193237305
epoch time: 19.8311042786s, input_fired_time: 0.2491080761, output_fired_time: 0.0000000000, propagate_forward_time: 18.3834114075, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1985855103
validation[          , genome  6998] predictions:    9677/  10000 (96.77%), best:    9740/10000 (97.40%), error:      1074.09766, best error:       841.48120 on epoch:    11, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 239.9824523926s, input_fired_time: 2.5257914066, output_fired_time: 3.3317592144, propagate_forward_time: 91.2522811890, propagate_backward_time: 138.0680389404, weight_update_time: 0.4372640252, other_time: 4.8045806885
epoch time: 19.1725597382s, input_fired_time: 0.2516698539, output_fired_time: 0.0000000000, propagate_forward_time: 18.2013359070, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7195549011
validation[          , genome  6998] predictions:    9739/  10000 (97.39%), best:    9740/10000 (97.40%), error:       875.28149, best error:       841.48120 on epoch:    11, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 240.0178833008s, input_fired_time: 3.2734143734, output_fired_time: 3.2489085197, propagate_forward_time: 90.3953475952, propagate_backward_time: 137.7892150879, weight_update_time: 0.4425284564, other_time: 5.3110046387
epoch time: 19.9437866211s, input_fired_time: 0.2561414540, output_fired_time: 0.0000000000, propagate_forward_time: 18.9491691589, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7384757996
validation[          , genome  6998] predictions:    9731/  10000 (97.31%), best:    9740/10000 (97.40%), error:       898.75116, best error:       841.48120 on epoch:    11, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 239.4121398926s, input_fired_time: 2.1029117107, output_fired_time: 2.8671250343, propagate_forward_time: 90.0709838867, propagate_backward_time: 138.6406555176, weight_update_time: 0.2025871277, other_time: 5.7304687500
epoch time: 19.0008220673s, input_fired_time: 0.2496535331, output_fired_time: 0.0000000000, propagate_forward_time: 18.0455970764, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7055721283
validation[          , genome  6998] predictions:    9745/  10000 (97.45%), best:    9745/10000 (97.45%), error:       818.66260, best error:       818.66260 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 240.8197937012s, input_fired_time: 2.6340422630, output_fired_time: 2.6465044022, propagate_forward_time: 92.6048278809, propagate_backward_time: 137.8736267090, weight_update_time: 0.1948490590, other_time: 5.0607910156
epoch time: 19.1508789063s, input_fired_time: 0.2622764409, output_fired_time: 0.0000000000, propagate_forward_time: 18.1642723083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7243309021
validation[          , genome  6998] predictions:    9742/  10000 (97.42%), best:    9742/10000 (97.42%), error:       811.62036, best error:       811.62036 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 239.0363311768s, input_fired_time: 2.1334726810, output_fired_time: 3.4107651711, propagate_forward_time: 90.4122848511, propagate_backward_time: 137.5763397217, weight_update_time: 0.2055761516, other_time: 5.5034637451
epoch time: 18.9530048370s, input_fired_time: 0.5233590603, output_fired_time: 0.0000000000, propagate_forward_time: 17.4174709320, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0121746063
validation[          , genome  6998] predictions:    9732/  10000 (97.32%), best:    9742/10000 (97.42%), error:       844.35974, best error:       811.62036 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 242.1327209473s, input_fired_time: 2.8880746365, output_fired_time: 2.5760524273, propagate_forward_time: 90.1674880981, propagate_backward_time: 141.8550262451, weight_update_time: 0.4838098288, other_time: 4.6460723877
epoch time: 18.8274517059s, input_fired_time: 0.5055787563, output_fired_time: 0.0000000000, propagate_forward_time: 17.3642139435, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9576587677
validation[          , genome  6998] predictions:    9765/  10000 (97.65%), best:    9765/10000 (97.65%), error:       790.19159, best error:       790.19159 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 225.9749603271s, input_fired_time: 2.4917671680, output_fired_time: 3.4275081158, propagate_forward_time: 86.8046493530, propagate_backward_time: 128.8277282715, weight_update_time: 0.1847884506, other_time: 4.4233093262
epoch time: 18.1253776550s, input_fired_time: 0.2472203523, output_fired_time: 0.0000000000, propagate_forward_time: 16.7003097534, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1778469086
validation[          , genome  6998] predictions:    9768/  10000 (97.68%), best:    9768/10000 (97.68%), error:       780.45074, best error:       780.45074 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 225.4736938477s, input_fired_time: 1.9783283472, output_fired_time: 2.9182300568, propagate_forward_time: 84.8858718872, propagate_backward_time: 130.7976379395, weight_update_time: 0.1825780869, other_time: 4.8936157227
epoch time: 18.2658882141s, input_fired_time: 0.4937058687, output_fired_time: 0.0000000000, propagate_forward_time: 16.3529529572, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4192295074
validation[          , genome  6998] predictions:    9712/  10000 (97.12%), best:    9768/10000 (97.68%), error:       909.58984, best error:       780.45074 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 225.3571319580s, input_fired_time: 2.9714269638, output_fired_time: 2.9177672863, propagate_forward_time: 83.6862335205, propagate_backward_time: 129.8831329346, weight_update_time: 0.4331343174, other_time: 5.8985748291
epoch time: 18.0469112396s, input_fired_time: 0.2367520630, output_fired_time: 0.0000000000, propagate_forward_time: 16.6512966156, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1588630676
validation[          , genome  6998] predictions:    9711/  10000 (97.11%), best:    9768/10000 (97.68%), error:       958.36646, best error:       780.45074 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 226.1770019531s, input_fired_time: 2.7371842861, output_fired_time: 2.4023437500, propagate_forward_time: 85.3766250610, propagate_backward_time: 131.5078735352, weight_update_time: 0.1827307194, other_time: 4.1529846191
epoch time: 17.9061107635s, input_fired_time: 0.2355654240, output_fired_time: 0.0000000000, propagate_forward_time: 17.0200290680, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6505165100
validation[          , genome  6998] predictions:    9735/  10000 (97.35%), best:    9768/10000 (97.68%), error:       836.48865, best error:       780.45074 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 222.9920043945s, input_fired_time: 2.9091536999, output_fired_time: 3.3202731609, propagate_forward_time: 84.1120681763, propagate_backward_time: 128.8860931396, weight_update_time: 0.1751995981, other_time: 3.7644195557
epoch time: 17.8903694153s, input_fired_time: 0.2345549166, output_fired_time: 0.0000000000, propagate_forward_time: 17.0112590790, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6445560455
validation[          , genome  6998] predictions:    9706/  10000 (97.06%), best:    9768/10000 (97.68%), error:       901.77478, best error:       780.45074 on epoch:    23, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 221.0877532959s, input_fired_time: 2.4042332172, output_fired_time: 3.2981045246, propagate_forward_time: 85.3025894165, propagate_backward_time: 125.5545959473, weight_update_time: 0.1755401343, other_time: 4.5282287598
epoch time: 17.4712390900s, input_fired_time: 0.2293192148, output_fired_time: 0.0000000000, propagate_forward_time: 16.1032791138, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1386413574
validation[          , genome  6998] predictions:    9762/  10000 (97.62%), best:    9762/10000 (97.62%), error:       765.49591, best error:       765.49591 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 221.8385162354s, input_fired_time: 2.4079456329, output_fired_time: 2.8131797314, propagate_forward_time: 85.7617340088, propagate_backward_time: 126.8514785767, weight_update_time: 0.1737558544, other_time: 4.0041732788
epoch time: 17.7533130646s, input_fired_time: 0.4834963381, output_fired_time: 0.0000000000, propagate_forward_time: 16.6313381195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6384792328
validation[          , genome  6998] predictions:    9757/  10000 (97.57%), best:    9762/10000 (97.62%), error:       787.31500, best error:       765.49591 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 221.9480895996s, input_fired_time: 2.4080832005, output_fired_time: 2.3026845455, propagate_forward_time: 82.6556777954, propagate_backward_time: 130.0667877197, weight_update_time: 0.1755319536, other_time: 4.5148468018
epoch time: 17.9010620117s, input_fired_time: 0.4844112396, output_fired_time: 0.0000000000, propagate_forward_time: 16.5177497864, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8989009857
validation[          , genome  6998] predictions:    9748/  10000 (97.48%), best:    9762/10000 (97.62%), error:       825.21478, best error:       765.49591 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 221.8506317139s, input_fired_time: 2.6545457840, output_fired_time: 2.0563418865, propagate_forward_time: 84.8663558960, propagate_backward_time: 127.0088348389, weight_update_time: 0.1748846620, other_time: 5.2645721436
epoch time: 17.9541702271s, input_fired_time: 0.2380759418, output_fired_time: 0.0000000000, propagate_forward_time: 16.8206443787, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8954505920
validation[          , genome  6998] predictions:    9760/  10000 (97.60%), best:    9762/10000 (97.62%), error:       788.70300, best error:       765.49591 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 170.5031585693s, input_fired_time: 1.8108537197, output_fired_time: 1.6712851524, propagate_forward_time: 64.9343414307, propagate_backward_time: 98.5081634521, weight_update_time: 0.1631378680, other_time: 3.5785217285
epoch time: 11.6743040085s, input_fired_time: 0.2137258947, output_fired_time: 0.0000000000, propagate_forward_time: 10.8649253845, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5956525803
validation[          , genome  6998] predictions:    9754/  10000 (97.54%), best:    9754/10000 (97.54%), error:       760.29340, best error:       760.29340 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 145.7706604004s, input_fired_time: 1.7613698244, output_fired_time: 1.6104205847, propagate_forward_time: 54.1252136230, propagate_backward_time: 85.0318222046, weight_update_time: 0.1578121036, other_time: 3.2418289185
epoch time: 11.5370969772s, input_fired_time: 0.2120818943, output_fired_time: 0.0000000000, propagate_forward_time: 10.7264833450, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5985317230
validation[          , genome  6998] predictions:    9783/  10000 (97.83%), best:    9783/10000 (97.83%), error:       713.18652, best error:       713.18652 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 146.0695190430s, input_fired_time: 1.7691842318, output_fired_time: 1.6037776470, propagate_forward_time: 54.3711853027, propagate_backward_time: 85.0886154175, weight_update_time: 0.1574295312, other_time: 3.2367630005
epoch time: 11.5909414291s, input_fired_time: 0.2140884846, output_fired_time: 0.0000000000, propagate_forward_time: 10.7812023163, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5956506729
validation[          , genome  6998] predictions:    9761/  10000 (97.61%), best:    9783/10000 (97.83%), error:       770.56470, best error:       713.18652 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 145.2357482910s, input_fired_time: 1.7638850212, output_fired_time: 1.5846904516, propagate_forward_time: 54.3337059021, propagate_backward_time: 84.2837600708, weight_update_time: 0.1589424908, other_time: 3.2697067261
epoch time: 11.6012783051s, input_fired_time: 0.2132388204, output_fired_time: 0.0000000000, propagate_forward_time: 10.7931928635, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5948467255
validation[          , genome  6998] predictions:    9728/  10000 (97.28%), best:    9783/10000 (97.83%), error:       862.38824, best error:       713.18652 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 146.1619110107s, input_fired_time: 1.7681134939, output_fired_time: 1.5914287567, propagate_forward_time: 54.3783988953, propagate_backward_time: 85.1539764404, weight_update_time: 0.1596902013, other_time: 3.2699890137
epoch time: 11.5250167847s, input_fired_time: 0.2120521516, output_fired_time: 0.0000000000, propagate_forward_time: 10.7192487717, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5937156677
validation[          , genome  6998] predictions:    9749/  10000 (97.49%), best:    9783/10000 (97.83%), error:       786.91864, best error:       713.18652 on epoch:    33, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 146.2777557373s, input_fired_time: 1.7661303282, output_fired_time: 1.6065945625, propagate_forward_time: 54.2380676270, propagate_backward_time: 85.4138488770, weight_update_time: 0.1579013169, other_time: 3.2531127930
epoch time: 11.5887670517s, input_fired_time: 0.2148218602, output_fired_time: 0.0000000000, propagate_forward_time: 10.7769737244, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5969715118
validation[          , genome  6998] predictions:    9732/  10000 (97.32%), best:    9783/10000 (97.83%), error:       853.68420, best error:       713.18652 on epoch:    33, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 145.7222595215s, input_fired_time: 1.7713656425, output_fired_time: 1.6044669151, propagate_forward_time: 54.1010169983, propagate_backward_time: 85.0039215088, weight_update_time: 0.1570782512, other_time: 3.2415008545
epoch time: 11.8362798691s, input_fired_time: 0.2171346694, output_fired_time: 0.0000000000, propagate_forward_time: 11.0127811432, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6063642502
validation[          , genome  6998] predictions:    9755/  10000 (97.55%), best:    9783/10000 (97.83%), error:       776.36572, best error:       713.18652 on epoch:    33, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 145.5930786133s, input_fired_time: 1.7656011581, output_fired_time: 1.5889683962, propagate_forward_time: 54.0123062134, propagate_backward_time: 84.9570312500, weight_update_time: 0.1595709324, other_time: 3.2691726685
epoch time: 11.5457220078s, input_fired_time: 0.2116952986, output_fired_time: 0.0000000000, propagate_forward_time: 10.7370824814, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5969438553
validation[          , genome  6998] predictions:    9740/  10000 (97.40%), best:    9783/10000 (97.83%), error:       849.76697, best error:       713.18652 on epoch:    33, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 145.5820007324s, input_fired_time: 1.7684482336, output_fired_time: 1.5831269026, propagate_forward_time: 54.2214660645, propagate_backward_time: 84.7519607544, weight_update_time: 0.1594561189, other_time: 3.2569961548
epoch time: 11.4304428101s, input_fired_time: 0.2122263163, output_fired_time: 0.0000000000, propagate_forward_time: 10.6212425232, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5969743729
validation[          , genome  6998] predictions:    9763/  10000 (97.63%), best:    9783/10000 (97.83%), error:       756.40173, best error:       713.18652 on epoch:    33, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 149.4372253418s, input_fired_time: 1.8028141260, output_fired_time: 1.6568729877, propagate_forward_time: 55.7544059753, propagate_backward_time: 86.9183197021, weight_update_time: 0.1612343341, other_time: 3.3048095703
epoch time: 11.9123106003s, input_fired_time: 0.2177205831, output_fired_time: 0.0000000000, propagate_forward_time: 11.0955343246, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5990552902
validation[          , genome  6998] predictions:    9776/  10000 (97.76%), best:    9783/10000 (97.83%), error:       752.04388, best error:       713.18652 on epoch:    33, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 150.1448822021s, input_fired_time: 1.7983311415, output_fired_time: 1.6326248646, propagate_forward_time: 56.0093193054, propagate_backward_time: 87.4237289429, weight_update_time: 0.1603247225, other_time: 3.2808761597
epoch time: 12.0904464722s, input_fired_time: 0.2243892848, output_fired_time: 0.0000000000, propagate_forward_time: 11.2573528290, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6087045670
validation[          , genome  6998] predictions:    9758/  10000 (97.58%), best:    9783/10000 (97.83%), error:       780.60468, best error:       713.18652 on epoch:    33, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 149.0385894775s, input_fired_time: 1.7938444614, output_fired_time: 1.6244614124, propagate_forward_time: 55.5714263916, propagate_backward_time: 86.7735214233, weight_update_time: 0.1593486518, other_time: 3.2753372192
epoch time: 12.1207857132s, input_fired_time: 0.2198552638, output_fired_time: 0.0000000000, propagate_forward_time: 11.2947902679, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6061401367
validation[          , genome  6998] predictions:    9789/  10000 (97.89%), best:    9783/10000 (97.83%), error:       735.63269, best error:       713.18652 on epoch:    33, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 149.8934326172s, input_fired_time: 1.7982320786, output_fired_time: 1.6434582472, propagate_forward_time: 56.0715599060, propagate_backward_time: 87.0904083252, weight_update_time: 0.1603591442, other_time: 3.2897644043
epoch time: 12.1285448074s, input_fired_time: 0.2223678976, output_fired_time: 0.0000000000, propagate_forward_time: 11.3029041290, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6032724380
validation[          , genome  6998] predictions:    9754/  10000 (97.54%), best:    9783/10000 (97.83%), error:       783.58783, best error:       713.18652 on epoch:    33, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 149.8430938721s, input_fired_time: 1.8048667908, output_fired_time: 1.6514551640, propagate_forward_time: 56.1385459900, propagate_backward_time: 86.9572601318, weight_update_time: 0.1621955633, other_time: 3.2909545898
epoch time: 11.8879184723s, input_fired_time: 0.2186055928, output_fired_time: 0.0000000000, propagate_forward_time: 11.0733976364, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5959148407
validation[          , genome  6998] predictions:    9758/  10000 (97.58%), best:    9783/10000 (97.83%), error:       800.78998, best error:       713.18652 on epoch:    33, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 149.8097076416s, input_fired_time: 1.8025761843, output_fired_time: 1.6435595751, propagate_forward_time: 55.8807411194, propagate_backward_time: 87.1891326904, weight_update_time: 0.1612880975, other_time: 3.2937011719
epoch time: 11.9883518219s, input_fired_time: 0.2203028649, output_fired_time: 0.0000000000, propagate_forward_time: 11.1645956039, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6034536362
validation[          , genome  6998] predictions:    9791/  10000 (97.91%), best:    9791/10000 (97.91%), error:       675.67932, best error:       675.67932 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 149.2996826172s, input_fired_time: 1.7955080271, output_fired_time: 1.6209717989, propagate_forward_time: 55.5731201172, propagate_backward_time: 87.0302429199, weight_update_time: 0.1616624445, other_time: 3.2798461914
epoch time: 11.8268804550s, input_fired_time: 0.2194112390, output_fired_time: 0.0000000000, propagate_forward_time: 11.0174169540, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5900526047
validation[          , genome  6998] predictions:    9770/  10000 (97.70%), best:    9791/10000 (97.91%), error:       790.44629, best error:       675.67932 on epoch:    46, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 149.8953247070s, input_fired_time: 1.8162240982, output_fired_time: 1.6409139633, propagate_forward_time: 55.9583091736, propagate_backward_time: 87.1980743408, weight_update_time: 0.1607058793, other_time: 3.2817993164
epoch time: 11.9297838211s, input_fired_time: 0.2249430269, output_fired_time: 0.0000000000, propagate_forward_time: 11.1049194336, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5999212265
validation[          , genome  6998] predictions:    9763/  10000 (97.63%), best:    9791/10000 (97.91%), error:       774.32202, best error:       675.67932 on epoch:    46, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 149.2761077881s, input_fired_time: 1.7975987196, output_fired_time: 1.6337027550, propagate_forward_time: 55.6552429199, propagate_backward_time: 86.8900909424, weight_update_time: 0.1598403007, other_time: 3.2994842529
epoch time: 12.0359888077s, input_fired_time: 0.2226018608, output_fired_time: 0.0000000000, propagate_forward_time: 11.2043685913, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6090183258
validation[          , genome  6998] predictions:    9771/  10000 (97.71%), best:    9791/10000 (97.91%), error:       728.79657, best error:       675.67932 on epoch:    46, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 148.3250579834s, input_fired_time: 1.7877770662, output_fired_time: 1.6260235310, propagate_forward_time: 55.3052825928, propagate_backward_time: 86.3408126831, weight_update_time: 0.1597424299, other_time: 3.2651596069
epoch time: 11.9660243988s, input_fired_time: 0.2201098055, output_fired_time: 0.0000000000, propagate_forward_time: 11.1410932541, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6048212051
validation[          , genome  6998] predictions:    9771/  10000 (97.71%), best:    9791/10000 (97.91%), error:       766.65051, best error:       675.67932 on epoch:    46, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 147.9674224854s, input_fired_time: 1.7924121618, output_fired_time: 1.6090401411, propagate_forward_time: 55.4637031555, propagate_backward_time: 85.8428039551, weight_update_time: 0.1595688760, other_time: 3.2594604492
epoch time: 12.0626201630s, input_fired_time: 0.2206434458, output_fired_time: 0.0000000000, propagate_forward_time: 11.2273902893, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6145868301
validation[          , genome  6998] predictions:    9746/  10000 (97.46%), best:    9791/10000 (97.91%), error:       857.84833, best error:       675.67932 on epoch:    46, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 150.1256561279s, input_fired_time: 1.8190941811, output_fired_time: 1.6453675032, propagate_forward_time: 56.0777282715, propagate_backward_time: 87.2578125000, weight_update_time: 0.1608721912, other_time: 3.3256530762
epoch time: 11.8944931030s, input_fired_time: 0.2200585306, output_fired_time: 0.0000000000, propagate_forward_time: 11.0747852325, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5996494293
validation[          , genome  6998] predictions:    9799/  10000 (97.99%), best:    9791/10000 (97.91%), error:       697.85083, best error:       675.67932 on epoch:    46, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 149.3250427246s, input_fired_time: 1.8002562523, output_fired_time: 1.6229103804, propagate_forward_time: 55.9604110718, propagate_backward_time: 86.6568222046, weight_update_time: 0.1599928439, other_time: 3.2846374512
epoch time: 11.8507843018s, input_fired_time: 0.2195341140, output_fired_time: 0.0000000000, propagate_forward_time: 11.0354099274, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5958404541
validation[          , genome  6998] predictions:    9781/  10000 (97.81%), best:    9791/10000 (97.91%), error:       739.50867, best error:       675.67932 on epoch:    46, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 148.9206085205s, input_fired_time: 1.7986266613, output_fired_time: 1.6286300421, propagate_forward_time: 55.7544212341, propagate_backward_time: 86.4661254883, weight_update_time: 0.1604978293, other_time: 3.2727966309
epoch time: 11.9860801697s, input_fired_time: 0.2203724980, output_fired_time: 0.0000000000, propagate_forward_time: 11.1700248718, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5956830978
validation[          , genome  6998] predictions:    9769/  10000 (97.69%), best:    9791/10000 (97.91%), error:       780.36969, best error:       675.67932 on epoch:    46, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 148.7189788818s, input_fired_time: 1.7963401079, output_fired_time: 1.6235237122, propagate_forward_time: 55.5883369446, propagate_backward_time: 86.4394989014, weight_update_time: 0.1598023474, other_time: 3.2712860107
epoch time: 12.0182170868s, input_fired_time: 0.2202183753, output_fired_time: 0.0000000000, propagate_forward_time: 11.1803159714, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6176824570
validation[          , genome  6998] predictions:    9798/  10000 (97.98%), best:    9791/10000 (97.91%), error:       696.36102, best error:       675.67932 on epoch:    46, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 148.8152923584s, input_fired_time: 1.8054239750, output_fired_time: 1.6251738071, propagate_forward_time: 55.5956649780, propagate_backward_time: 86.5265502930, weight_update_time: 0.1595365703, other_time: 3.2624893188
epoch time: 11.8990459442s, input_fired_time: 0.2186603695, output_fired_time: 0.0000000000, propagate_forward_time: 11.0671901703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6131954193
validation[          , genome  6998] predictions:    9775/  10000 (97.75%), best:    9791/10000 (97.91%), error:       706.09705, best error:       675.67932 on epoch:    46, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 149.1166992188s, input_fired_time: 1.8042085171, output_fired_time: 1.6365489960, propagate_forward_time: 55.5764770508, propagate_backward_time: 86.8192214966, weight_update_time: 0.1593030095, other_time: 3.2802352905
epoch time: 11.9391860962s, input_fired_time: 0.2193692774, output_fired_time: 0.0000000000, propagate_forward_time: 11.1238374710, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5959796906
validation[          , genome  6998] predictions:    9755/  10000 (97.55%), best:    9791/10000 (97.91%), error:       799.79755, best error:       675.67932 on epoch:    46, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 149.8726501465s, input_fired_time: 1.8070317507, output_fired_time: 1.6313396692, propagate_forward_time: 55.7830047607, propagate_backward_time: 87.3478164673, weight_update_time: 0.1612384021, other_time: 3.3034591675
epoch time: 12.0590572357s, input_fired_time: 0.2238510549, output_fired_time: 0.0000000000, propagate_forward_time: 11.2321577072, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6030483246
validation[          , genome  6998] predictions:    9768/  10000 (97.68%), best:    9791/10000 (97.91%), error:       741.51355, best error:       675.67932 on epoch:    46, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 149.9976348877s, input_fired_time: 1.8374985456, output_fired_time: 1.6629035473, propagate_forward_time: 56.3608512878, propagate_backward_time: 86.8625030518, weight_update_time: 0.1604645550, other_time: 3.2738800049
epoch time: 12.0396108627s, input_fired_time: 0.2232446373, output_fired_time: 0.0000000000, propagate_forward_time: 11.2145214081, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6018447876
validation[          , genome  6998] predictions:    9735/  10000 (97.35%), best:    9791/10000 (97.91%), error:       799.53491, best error:       675.67932 on epoch:    46, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 148.7460632324s, input_fired_time: 1.8031895161, output_fired_time: 1.6231679916, propagate_forward_time: 55.5505218506, propagate_backward_time: 86.5031356812, weight_update_time: 0.1600778550, other_time: 3.2660446167
epoch time: 11.9995355606s, input_fired_time: 0.2274468243, output_fired_time: 0.0000000000, propagate_forward_time: 11.1715650558, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6005239487
validation[          , genome  6998] predictions:    9800/  10000 (98.00%), best:    9800/10000 (98.00%), error:       655.88770, best error:       655.88770 on epoch:    60, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 148.1668395996s, input_fired_time: 1.8055292368, output_fired_time: 1.6159057617, propagate_forward_time: 55.3577728271, propagate_backward_time: 86.0942764282, weight_update_time: 0.1651754081, other_time: 3.2933578491
epoch time: 11.7970247269s, input_fired_time: 0.2188728601, output_fired_time: 0.0000000000, propagate_forward_time: 10.9775867462, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6005649567
validation[          , genome  6998] predictions:    9708/  10000 (97.08%), best:    9800/10000 (98.00%), error:       887.46027, best error:       655.88770 on epoch:    60, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 148.3681182861s, input_fired_time: 1.8029258251, output_fired_time: 1.6221876144, propagate_forward_time: 55.4211235046, propagate_backward_time: 86.2687301636, weight_update_time: 0.1594243795, other_time: 3.2531356812
epoch time: 12.2005176544s, input_fired_time: 0.2236927748, output_fired_time: 0.0000000000, propagate_forward_time: 11.3681077957, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6087169647
validation[          , genome  6998] predictions:    9766/  10000 (97.66%), best:    9800/10000 (98.00%), error:       762.59137, best error:       655.88770 on epoch:    60, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 149.3085937500s, input_fired_time: 1.8117181063, output_fired_time: 1.6387867928, propagate_forward_time: 55.7615203857, propagate_backward_time: 86.8231735229, weight_update_time: 0.1610442996, other_time: 3.2733840942
epoch time: 11.7989721298s, input_fired_time: 0.2180888355, output_fired_time: 0.0000000000, propagate_forward_time: 10.9819288254, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5989542007
validation[          , genome  6998] predictions:    9774/  10000 (97.74%), best:    9800/10000 (98.00%), error:       741.09973, best error:       655.88770 on epoch:    60, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 148.8712615967s, input_fired_time: 1.8083134890, output_fired_time: 1.6288430691, propagate_forward_time: 55.4890861511, propagate_backward_time: 86.6746902466, weight_update_time: 0.1599683762, other_time: 3.2703170776
epoch time: 11.8685712814s, input_fired_time: 0.2202583551, output_fired_time: 0.0000000000, propagate_forward_time: 11.0489864349, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5993261337
validation[          , genome  6998] predictions:    9794/  10000 (97.94%), best:    9800/10000 (98.00%), error:       688.27386, best error:       655.88770 on epoch:    60, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 149.2922515869s, input_fired_time: 1.8168307543, output_fired_time: 1.6265343428, propagate_forward_time: 55.6830215454, propagate_backward_time: 86.8993682861, weight_update_time: 0.1601715982, other_time: 3.2664871216
epoch time: 11.8594970703s, input_fired_time: 0.2230894268, output_fired_time: 0.0000000000, propagate_forward_time: 11.0378618240, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5985460281
validation[          , genome  6998] predictions:    9781/  10000 (97.81%), best:    9800/10000 (98.00%), error:       687.09070, best error:       655.88770 on epoch:    60, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 148.9356384277s, input_fired_time: 1.8074873686, output_fired_time: 1.6257201433, propagate_forward_time: 55.6577568054, propagate_backward_time: 86.5675506592, weight_update_time: 0.1599647105, other_time: 3.2771301270
epoch time: 11.7492408752s, input_fired_time: 0.2202598453, output_fired_time: 0.0000000000, propagate_forward_time: 10.9348268509, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5941543579
validation[          , genome  6998] predictions:    9794/  10000 (97.94%), best:    9794/10000 (97.94%), error:       652.84473, best error:       652.84473 on epoch:    66, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 148.6705474854s, input_fired_time: 1.8092473745, output_fired_time: 1.6248100996, propagate_forward_time: 55.4878921509, propagate_backward_time: 86.4798202515, weight_update_time: 0.1597542614, other_time: 3.2687683105
epoch time: 11.9178304672s, input_fired_time: 0.2244794369, output_fired_time: 0.0000000000, propagate_forward_time: 11.0969657898, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5963850021
validation[          , genome  6998] predictions:    9759/  10000 (97.59%), best:    9794/10000 (97.94%), error:       752.40173, best error:       652.84473 on epoch:    66, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 149.2777709961s, input_fired_time: 1.8128147125, output_fired_time: 1.6331025362, propagate_forward_time: 55.8344154358, propagate_backward_time: 86.7153625488, weight_update_time: 0.1601997316, other_time: 3.2820739746
epoch time: 12.1560392380s, input_fired_time: 0.2252584398, output_fired_time: 0.0000000000, propagate_forward_time: 11.3220577240, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6087226868
validation[          , genome  6998] predictions:    9764/  10000 (97.64%), best:    9794/10000 (97.94%), error:       841.42120, best error:       652.84473 on epoch:    66, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 149.0002441406s, input_fired_time: 1.8052160740, output_fired_time: 1.6584709883, propagate_forward_time: 55.5006103516, propagate_backward_time: 86.7730407715, weight_update_time: 0.1613444090, other_time: 3.2628936768
epoch time: 12.1506624222s, input_fired_time: 0.2257731408, output_fired_time: 0.0000000000, propagate_forward_time: 11.3231639862, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6017255783
validation[          , genome  6998] predictions:    9776/  10000 (97.76%), best:    9794/10000 (97.94%), error:       674.91376, best error:       652.84473 on epoch:    66, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 148.6008300781s, input_fired_time: 1.8156281710, output_fired_time: 1.6266485453, propagate_forward_time: 55.7398033142, propagate_backward_time: 86.1369094849, weight_update_time: 0.1599518955, other_time: 3.2818374634
epoch time: 11.7333850861s, input_fired_time: 0.2210711241, output_fired_time: 0.0000000000, propagate_forward_time: 10.9120330811, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6002807617
validation[          , genome  6998] predictions:    9778/  10000 (97.78%), best:    9794/10000 (97.94%), error:       754.08527, best error:       652.84473 on epoch:    66, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 208.6280670166s, input_fired_time: 2.4114358425, output_fired_time: 2.2709460258, propagate_forward_time: 78.3462219238, propagate_backward_time: 120.9018707275, weight_update_time: 0.1724021882, other_time: 4.6975860596
epoch time: 18.0058135986s, input_fired_time: 0.4931175113, output_fired_time: 0.0000000000, propagate_forward_time: 16.8592720032, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6534233093
validation[          , genome  6998] predictions:    9744/  10000 (97.44%), best:    9794/10000 (97.94%), error:       782.31073, best error:       652.84473 on epoch:    66, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 222.6235504150s, input_fired_time: 2.6982686520, output_fired_time: 2.5641510487, propagate_forward_time: 83.9367218018, propagate_backward_time: 128.6697998047, weight_update_time: 0.1756487042, other_time: 4.7546081543
epoch time: 18.0819892883s, input_fired_time: 0.2439144701, output_fired_time: 0.0000000000, propagate_forward_time: 16.9413414001, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8967342377
validation[          , genome  6998] predictions:    9797/  10000 (97.97%), best:    9794/10000 (97.94%), error:       684.05200, best error:       652.84473 on epoch:    66, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 222.5720367432s, input_fired_time: 3.1917693615, output_fired_time: 2.0659501553, propagate_forward_time: 84.2494583130, propagate_backward_time: 128.3074035645, weight_update_time: 0.1754449457, other_time: 4.7574462891
epoch time: 18.1891212463s, input_fired_time: 0.2443041354, output_fired_time: 0.0000000000, propagate_forward_time: 16.5373554230, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4074611664
validation[          , genome  6998] predictions:    9758/  10000 (97.58%), best:    9794/10000 (97.94%), error:       769.04437, best error:       652.84473 on epoch:    66, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 223.3006896973s, input_fired_time: 2.4563667774, output_fired_time: 2.0666096210, propagate_forward_time: 85.5315475464, propagate_backward_time: 128.2239837646, weight_update_time: 0.4254023731, other_time: 5.0222015381
epoch time: 18.0942897797s, input_fired_time: 0.4955207407, output_fired_time: 0.0000000000, propagate_forward_time: 16.4518203735, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1469478607
validation[          , genome  6998] predictions:    9746/  10000 (97.46%), best:    9794/10000 (97.94%), error:       779.68060, best error:       652.84473 on epoch:    66, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 223.2280731201s, input_fired_time: 3.2012009621, output_fired_time: 3.0604057312, propagate_forward_time: 83.2117996216, propagate_backward_time: 129.7315673828, weight_update_time: 0.1758212894, other_time: 4.0231018066
epoch time: 18.1259918213s, input_fired_time: 0.2452618331, output_fired_time: 0.0000000000, propagate_forward_time: 16.9864902496, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8942394257
validation[          , genome  6998] predictions:    9793/  10000 (97.93%), best:    9794/10000 (97.94%), error:       700.38037, best error:       652.84473 on epoch:    66, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 222.8182220459s, input_fired_time: 2.4517769814, output_fired_time: 2.5638353825, propagate_forward_time: 85.0842208862, propagate_backward_time: 128.1937408447, weight_update_time: 0.1766572297, other_time: 4.5246429443
epoch time: 17.9705371857s, input_fired_time: 0.2461863011, output_fired_time: 0.0000000000, propagate_forward_time: 17.0779933929, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6463565826
validation[          , genome  6998] predictions:    9728/  10000 (97.28%), best:    9794/10000 (97.94%), error:       955.41815, best error:       652.84473 on epoch:    66, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 223.4917602539s, input_fired_time: 3.4551382065, output_fired_time: 2.3313252926, propagate_forward_time: 83.4785537720, propagate_backward_time: 128.6861877441, weight_update_time: 0.4262357950, other_time: 5.5405578613
epoch time: 17.9395389557s, input_fired_time: 0.2428773046, output_fired_time: 0.0000000000, propagate_forward_time: 16.7998332977, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8968276978
validation[          , genome  6998] predictions:    9762/  10000 (97.62%), best:    9794/10000 (97.94%), error:       754.85278, best error:       652.84473 on epoch:    66, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 222.2393341064s, input_fired_time: 3.1971704960, output_fired_time: 2.2869117260, propagate_forward_time: 84.5887908936, propagate_backward_time: 127.8987884521, weight_update_time: 0.1762423515, other_time: 4.2676696777
epoch time: 17.7635536194s, input_fired_time: 0.4914624989, output_fired_time: 0.0000000000, propagate_forward_time: 16.6345500946, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6375408173
validation[          , genome  6998] predictions:    9727/  10000 (97.27%), best:    9794/10000 (97.94%), error:       882.67474, best error:       652.84473 on epoch:    66, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 222.0289154053s, input_fired_time: 3.4514610767, output_fired_time: 2.5594043732, propagate_forward_time: 83.2769241333, propagate_backward_time: 128.7504882813, weight_update_time: 0.1739263386, other_time: 3.9906311035
epoch time: 17.9743709564s, input_fired_time: 0.4954105616, output_fired_time: 0.0000000000, propagate_forward_time: 16.8264026642, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6525573730
validation[          , genome  6998] predictions:    9784/  10000 (97.84%), best:    9794/10000 (97.94%), error:       707.62659, best error:       652.84473 on epoch:    66, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 224.0576782227s, input_fired_time: 2.4623105526, output_fired_time: 2.0866849422, propagate_forward_time: 84.8425292969, propagate_backward_time: 129.8810577393, weight_update_time: 0.6782096624, other_time: 4.7850952148
epoch time: 17.9244632721s, input_fired_time: 0.4913718104, output_fired_time: 0.0000000000, propagate_forward_time: 16.7880821228, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6450099945
validation[          , genome  6998] predictions:    9740/  10000 (97.40%), best:    9794/10000 (97.94%), error:       827.13098, best error:       652.84473 on epoch:    66, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 222.2104492188s, input_fired_time: 2.2023105621, output_fired_time: 3.0642211437, propagate_forward_time: 81.8609619141, propagate_backward_time: 129.3136749268, weight_update_time: 0.4261212945, other_time: 5.7692718506
epoch time: 18.0257129669s, input_fired_time: 0.2443221211, output_fired_time: 0.0000000000, propagate_forward_time: 17.1245403290, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6568508148
validation[          , genome  6998] predictions:    9777/  10000 (97.77%), best:    9794/10000 (97.94%), error:       703.14001, best error:       652.84473 on epoch:    66, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 223.1118011475s, input_fired_time: 2.9561545849, output_fired_time: 3.0734329224, propagate_forward_time: 82.3125381470, propagate_backward_time: 130.2564392090, weight_update_time: 0.1749803126, other_time: 4.5132446289
epoch time: 17.4253101349s, input_fired_time: 0.4926240742, output_fired_time: 0.0000000000, propagate_forward_time: 15.7961387634, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1365470886
validation[          , genome  6998] predictions:    9760/  10000 (97.60%), best:    9794/10000 (97.94%), error:       850.80713, best error:       652.84473 on epoch:    66, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 223.4915008545s, input_fired_time: 2.4585599899, output_fired_time: 2.3254332542, propagate_forward_time: 84.7276763916, propagate_backward_time: 128.4364929199, weight_update_time: 0.1771026552, other_time: 5.5433349609
epoch time: 17.0821514130s, input_fired_time: 0.4851181209, output_fired_time: 0.0000000000, propagate_forward_time: 15.9662437439, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6307888031
validation[          , genome  6998] predictions:    9781/  10000 (97.81%), best:    9794/10000 (97.94%), error:       730.72388, best error:       652.84473 on epoch:    66, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 222.9980163574s, input_fired_time: 2.9630343914, output_fired_time: 2.3147370815, propagate_forward_time: 83.0933914185, propagate_backward_time: 129.5924224854, weight_update_time: 0.1757792979, other_time: 5.0344390869
epoch time: 18.0190715790s, input_fired_time: 0.2451036274, output_fired_time: 0.0000000000, propagate_forward_time: 16.1183414459, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6556262970
validation[          , genome  6998] predictions:    9715/  10000 (97.15%), best:    9794/10000 (97.94%), error:       870.59894, best error:       652.84473 on epoch:    66, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 223.2815399170s, input_fired_time: 2.2190895081, output_fired_time: 2.3214914799, propagate_forward_time: 85.2865524292, propagate_backward_time: 129.6667633057, weight_update_time: 0.1770249456, other_time: 3.7876434326
epoch time: 17.8935890198s, input_fired_time: 0.4945951402, output_fired_time: 0.0000000000, propagate_forward_time: 16.2546119690, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1443824768
validation[          , genome  6998] predictions:    9703/  10000 (97.03%), best:    9794/10000 (97.94%), error:       976.23358, best error:       652.84473 on epoch:    66, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 232.1162567139s, input_fired_time: 2.0189285278, output_fired_time: 2.6408281326, propagate_forward_time: 87.8331069946, propagate_backward_time: 134.4941406250, weight_update_time: 0.1816763133, other_time: 5.1292419434
epoch time: 18.8860321045s, input_fired_time: 0.5035061836, output_fired_time: 0.0000000000, propagate_forward_time: 17.7106361389, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6718902588
validation[          , genome  6998] predictions:    9777/  10000 (97.77%), best:    9794/10000 (97.94%), error:       720.84900, best error:       652.84473 on epoch:    66, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 235.0210113525s, input_fired_time: 3.5329449177, output_fired_time: 3.1525809765, propagate_forward_time: 88.1225814819, propagate_backward_time: 136.3429565430, weight_update_time: 0.1848905087, other_time: 3.8699340820
epoch time: 18.6056842804s, input_fired_time: 0.5032951832, output_fired_time: 0.0000000000, propagate_forward_time: 17.4373092651, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6650791168
validation[          , genome  6998] predictions:    9786/  10000 (97.86%), best:    9794/10000 (97.94%), error:       704.10669, best error:       652.84473 on epoch:    66, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 235.7641296387s, input_fired_time: 3.0340981483, output_fired_time: 2.6612050533, propagate_forward_time: 88.1168518066, propagate_backward_time: 136.7997283936, weight_update_time: 0.4345286489, other_time: 5.1522369385
epoch time: 18.8133754730s, input_fired_time: 0.7544209361, output_fired_time: 0.0000000000, propagate_forward_time: 17.3958644867, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6630897522
validation[          , genome  6998] predictions:    9751/  10000 (97.51%), best:    9794/10000 (97.94%), error:       786.87457, best error:       652.84473 on epoch:    66, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 236.2628631592s, input_fired_time: 2.3004922867, output_fired_time: 2.6634185314, propagate_forward_time: 90.1148910522, propagate_backward_time: 136.5215606689, weight_update_time: 0.1826523989, other_time: 4.6624908447
epoch time: 19.1570568085s, input_fired_time: 0.2622656524, output_fired_time: 0.0000000000, propagate_forward_time: 18.2222461700, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6725444794
validation[          , genome  6998] predictions:    9791/  10000 (97.91%), best:    9794/10000 (97.94%), error:       680.22913, best error:       652.84473 on epoch:    66, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 235.5644836426s, input_fired_time: 2.7931697369, output_fired_time: 2.9111249447, propagate_forward_time: 87.6435928345, propagate_backward_time: 136.5615386963, weight_update_time: 0.1829730123, other_time: 5.6550750732
epoch time: 19.0385704041s, input_fired_time: 0.5039470792, output_fired_time: 0.0000000000, propagate_forward_time: 17.8633842468, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6712398529
validation[          , genome  6998] predictions:    9800/  10000 (98.00%), best:    9794/10000 (97.94%), error:       693.86273, best error:       652.84473 on epoch:    66, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 236.5642547607s, input_fired_time: 2.3035352230, output_fired_time: 2.4224848747, propagate_forward_time: 88.6756134033, propagate_backward_time: 138.5270538330, weight_update_time: 0.1834477335, other_time: 4.6355743408
epoch time: 18.9977245331s, input_fired_time: 0.2580210865, output_fired_time: 0.0000000000, propagate_forward_time: 18.0710220337, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6686820984
validation[          , genome  6998] predictions:    9753/  10000 (97.53%), best:    9794/10000 (97.94%), error:       783.82623, best error:       652.84473 on epoch:    66, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 235.2570190430s, input_fired_time: 3.0380446911, output_fired_time: 2.6710095406, propagate_forward_time: 87.9143295288, propagate_backward_time: 135.9887847900, weight_update_time: 0.1827306598, other_time: 5.6448516846
epoch time: 18.5880737305s, input_fired_time: 0.2544825673, output_fired_time: 0.0000000000, propagate_forward_time: 17.1692485809, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1643428802
validation[          , genome  6998] predictions:    9803/  10000 (98.03%), best:    9794/10000 (97.94%), error:       661.74640, best error:       652.84473 on epoch:    66, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 235.8148040771s, input_fired_time: 2.3081116676, output_fired_time: 2.6770064831, propagate_forward_time: 87.8399429321, propagate_backward_time: 138.0777282715, weight_update_time: 0.1859223992, other_time: 4.9120178223
epoch time: 19.0581264496s, input_fired_time: 0.2582422197, output_fired_time: 0.0000000000, propagate_forward_time: 17.8836250305, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9162597656
validation[          , genome  6998] predictions:    9787/  10000 (97.87%), best:    9794/10000 (97.94%), error:       692.31415, best error:       652.84473 on epoch:    66, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 234.8064270020s, input_fired_time: 2.5456287861, output_fired_time: 1.9120354652, propagate_forward_time: 91.6931915283, propagate_backward_time: 134.7691497803, weight_update_time: 0.1826242507, other_time: 3.8864288330
epoch time: 18.2745800018s, input_fired_time: 0.2493554503, output_fired_time: 0.0000000000, propagate_forward_time: 17.3532562256, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6719684601
validation[          , genome  6998] predictions:    9779/  10000 (97.79%), best:    9794/10000 (97.94%), error:       704.92010, best error:       652.84473 on epoch:    66, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 235.0813903809s, input_fired_time: 3.0444686413, output_fired_time: 2.3978817463, propagate_forward_time: 89.0441207886, propagate_backward_time: 135.9651947021, weight_update_time: 0.1828198731, other_time: 4.6297149658
epoch time: 18.9658889771s, input_fired_time: 0.2557737827, output_fired_time: 0.0000000000, propagate_forward_time: 18.0456504822, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6644649506
validation[          , genome  6998] predictions:    9777/  10000 (97.77%), best:    9794/10000 (97.94%), error:       764.64410, best error:       652.84473 on epoch:    66, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 235.1205444336s, input_fired_time: 3.0344660282, output_fired_time: 3.4042553902, propagate_forward_time: 88.5033340454, propagate_backward_time: 136.0315399170, weight_update_time: 0.1834437400, other_time: 4.1469573975
epoch time: 18.7554130554s, input_fired_time: 0.2530618906, output_fired_time: 0.0000000000, propagate_forward_time: 17.5899848938, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9123668671
validation[          , genome  6998] predictions:    9800/  10000 (98.00%), best:    9794/10000 (97.94%), error:       677.91705, best error:       652.84473 on epoch:    66, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 235.3045349121s, input_fired_time: 2.2984993458, output_fired_time: 2.4044020176, propagate_forward_time: 90.5616836548, propagate_backward_time: 135.4073638916, weight_update_time: 0.1824828982, other_time: 4.6325836182
epoch time: 18.9978733063s, input_fired_time: 0.5084914565, output_fired_time: 0.0000000000, propagate_forward_time: 17.5689258575, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9204559326
validation[          , genome  6998] predictions:    9779/  10000 (97.79%), best:    9794/10000 (97.94%), error:       745.80853, best error:       652.84473 on epoch:    66, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 235.3871154785s, input_fired_time: 2.2842252254, output_fired_time: 2.6558246613, propagate_forward_time: 89.4802093506, propagate_backward_time: 136.8364257813, weight_update_time: 0.4337974489, other_time: 4.1304321289
epoch time: 19.0274791718s, input_fired_time: 0.2593469024, output_fired_time: 0.0000000000, propagate_forward_time: 17.6000461578, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1680870056
validation[          , genome  6998] predictions:    9737/  10000 (97.37%), best:    9794/10000 (97.94%), error:       879.82483, best error:       652.84473 on epoch:    66, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 224.1834564209s, input_fired_time: 2.2312655449, output_fired_time: 2.8269817829, propagate_forward_time: 83.9354858398, propagate_backward_time: 130.9133300781, weight_update_time: 0.1766397506, other_time: 4.2763977051
epoch time: 18.1094589233s, input_fired_time: 0.2498957813, output_fired_time: 0.0000000000, propagate_forward_time: 17.2030906677, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6564731598
validation[          , genome  6998] predictions:    9762/  10000 (97.62%), best:    9794/10000 (97.94%), error:       784.76495, best error:       652.84473 on epoch:    66, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 222.3005065918s, input_fired_time: 2.7184553146, output_fired_time: 3.0557157993, propagate_forward_time: 84.3394012451, propagate_backward_time: 127.1841278076, weight_update_time: 0.1755974442, other_time: 5.0028076172
epoch time: 18.0706424713s, input_fired_time: 0.4993908107, output_fired_time: 0.0000000000, propagate_forward_time: 16.6770095825, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8942413330
validation[          , genome  6998] predictions:    9786/  10000 (97.86%), best:    9794/10000 (97.94%), error:       685.77924, best error:       652.84473 on epoch:    66, 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: 90.1239852905s, input_fired_time: 2.7191824913, output_fired_time: 0.0000000000, propagate_forward_time: 83.5916366577, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.8131637573
best training[          , genome  6998] predictions:   49708/  50000 (99.42%), best:    9794/10000 (97.94%), error:      1317.91113, best error:       652.84473 on epoch:    66, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 17.9802989960s, input_fired_time: 0.2412958741, output_fired_time: 0.0000000000, propagate_forward_time: 16.3395175934, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3994846344
   testing[          , genome  6998] predictions:    9791/  10000 (97.91%), best:    9794/10000 (97.94%), error:       666.09869, best error:       652.84473 on epoch:    66, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
09:51:41 (4736): called boinc_finish(0)

</stderr_txt>
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