Nameexact_genome_1512568488_45_6918_0
Workunit2605805
Created7 Dec 2017, 22:45:07 UTC
Sent7 Dec 2017, 22:47:12 UTC
Report deadline19 Dec 2017, 23:37:48 UTC
Received8 Dec 2017, 12:45:30 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID51414
Run time6 hours 41 min
CPU time6 hours 27 min
Validate stateValid
Credit3,008.79
Device peak FLOPS2.56 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size156.00 MB
Peak swap size160.82 MB
Peak disk usage2.40 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
51.70032 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 215.9307250977s, input_fired_time: 2.3188314438, output_fired_time: 2.2794220448, propagate_forward_time: 81.9466094971, propagate_backward_time: 125.5686416626, weight_update_time: 0.1994234920, other_time: 3.8172225952
epoch time: 17.5293998718s, input_fired_time: 0.2883143127, output_fired_time: 0.0000000000, propagate_forward_time: 16.5352954865, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7057895660
validation[          , genome  6918] predictions:    9757/  10000 (97.57%), best:    9757/10000 (97.57%), error:       820.87787, best error:       820.87787 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 216.7437591553s, input_fired_time: 2.2912499905, output_fired_time: 2.1931855679, propagate_forward_time: 82.3095855713, propagate_backward_time: 126.1089935303, weight_update_time: 0.2029111832, other_time: 3.8407440186
epoch time: 17.4143390656s, input_fired_time: 0.2930431664, output_fired_time: 0.0000000000, propagate_forward_time: 16.4032421112, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7180538177
validation[          , genome  6918] predictions:    9748/  10000 (97.48%), best:    9757/10000 (97.57%), error:       862.98944, best error:       820.87787 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 216.2482757568s, input_fired_time: 2.2926115990, output_fired_time: 2.1717944145, propagate_forward_time: 82.3283004761, propagate_backward_time: 125.5916595459, weight_update_time: 0.2039199769, other_time: 3.8639068604
epoch time: 17.6158409119s, input_fired_time: 0.2934046686, output_fired_time: 0.0000000000, propagate_forward_time: 16.6182060242, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7042293549
validation[          , genome  6918] predictions:    9732/  10000 (97.32%), best:    9757/10000 (97.57%), error:       920.41296, best error:       820.87787 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 217.2673950195s, input_fired_time: 2.3120837212, output_fired_time: 2.1946530342, propagate_forward_time: 82.6330337524, propagate_backward_time: 126.2832565308, weight_update_time: 0.2025697082, other_time: 3.8443679810
epoch time: 17.4237308502s, input_fired_time: 0.2863974571, output_fired_time: 0.0000000000, propagate_forward_time: 16.4528064728, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6845264435
validation[          , genome  6918] predictions:    9704/  10000 (97.04%), best:    9757/10000 (97.57%), error:       947.96259, best error:       820.87787 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 216.5944213867s, input_fired_time: 2.3435087204, output_fired_time: 2.2011082172, propagate_forward_time: 82.4626083374, propagate_backward_time: 125.7656784058, weight_update_time: 0.1988116205, other_time: 3.8215103149
epoch time: 17.3770275116s, input_fired_time: 0.2918451130, output_fired_time: 0.0000000000, propagate_forward_time: 16.3871479034, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6980342865
validation[          , genome  6918] predictions:    9772/  10000 (97.72%), best:    9772/10000 (97.72%), error:       778.40607, best error:       778.40607 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 217.6614227295s, input_fired_time: 2.3423233032, output_fired_time: 2.2079095840, propagate_forward_time: 82.6009826660, propagate_backward_time: 126.6422882080, weight_update_time: 0.2001771033, other_time: 3.8679046631
epoch time: 17.5096473694s, input_fired_time: 0.2949570715, output_fired_time: 0.0000000000, propagate_forward_time: 16.5128841400, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7018070221
validation[          , genome  6918] predictions:    9754/  10000 (97.54%), best:    9772/10000 (97.72%), error:       830.50555, best error:       778.40607 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 217.8338317871s, input_fired_time: 2.3032631874, output_fired_time: 2.1855432987, propagate_forward_time: 82.4784622192, propagate_backward_time: 126.9093704224, weight_update_time: 0.2008453459, other_time: 3.9571762085
epoch time: 17.4441299438s, input_fired_time: 0.2855572104, output_fired_time: 0.0000000000, propagate_forward_time: 16.4676418304, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6909313202
validation[          , genome  6918] predictions:    9757/  10000 (97.57%), best:    9772/10000 (97.72%), error:       806.95929, best error:       778.40607 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 214.1339263916s, input_fired_time: 2.2868578434, output_fired_time: 2.1696808338, propagate_forward_time: 81.5507507324, propagate_backward_time: 124.3031692505, weight_update_time: 0.2000118047, other_time: 3.8234634399
epoch time: 16.7458038330s, input_fired_time: 0.2796708345, output_fired_time: 0.0000000000, propagate_forward_time: 15.7874917984, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6786413193
validation[          , genome  6918] predictions:    9774/  10000 (97.74%), best:    9772/10000 (97.72%), error:       785.51306, best error:       778.40607 on epoch:    19, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 215.6005249023s, input_fired_time: 2.2952404022, output_fired_time: 2.2272088528, propagate_forward_time: 82.0454559326, propagate_backward_time: 125.2027130127, weight_update_time: 0.2006164044, other_time: 3.8299102783
epoch time: 16.8937110901s, input_fired_time: 0.2832527459, output_fired_time: 0.0000000000, propagate_forward_time: 15.9333620071, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6770963669
validation[          , genome  6918] predictions:    9724/  10000 (97.24%), best:    9772/10000 (97.72%), error:       886.61676, best error:       778.40607 on epoch:    19, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 215.2851562500s, input_fired_time: 2.2945227623, output_fired_time: 2.1657495499, propagate_forward_time: 81.8852462769, propagate_backward_time: 125.1361923218, weight_update_time: 0.2019701898, other_time: 3.8034439087
epoch time: 17.4950752258s, input_fired_time: 0.2842450142, output_fired_time: 0.0000000000, propagate_forward_time: 16.5032043457, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7076263428
validation[          , genome  6918] predictions:    9758/  10000 (97.58%), best:    9772/10000 (97.72%), error:       816.37061, best error:       778.40607 on epoch:    19, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 215.0609436035s, input_fired_time: 2.2834990025, output_fired_time: 2.1660621166, propagate_forward_time: 81.5832061768, propagate_backward_time: 125.2104644775, weight_update_time: 0.1976028383, other_time: 3.8177185059
epoch time: 17.4565563202s, input_fired_time: 0.2913361192, output_fired_time: 0.0000000000, propagate_forward_time: 16.4517784119, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7134418488
validation[          , genome  6918] predictions:    9758/  10000 (97.58%), best:    9772/10000 (97.72%), error:       805.55249, best error:       778.40607 on epoch:    19, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 216.2540283203s, input_fired_time: 2.2989671230, output_fired_time: 2.1892707348, propagate_forward_time: 82.1433639526, propagate_backward_time: 125.8130187988, weight_update_time: 0.2019235790, other_time: 3.8094177246
epoch time: 17.1920127869s, input_fired_time: 0.2849899232, output_fired_time: 0.0000000000, propagate_forward_time: 16.1981143951, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7089080811
validation[          , genome  6918] predictions:    9746/  10000 (97.46%), best:    9772/10000 (97.72%), error:       806.79755, best error:       778.40607 on epoch:    19, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 214.6504821777s, input_fired_time: 2.3394451141, output_fired_time: 2.1860952377, propagate_forward_time: 81.5806350708, propagate_backward_time: 124.6898193359, weight_update_time: 0.2044728696, other_time: 3.8544921875
epoch time: 17.1841983795s, input_fired_time: 0.2845793366, output_fired_time: 0.0000000000, propagate_forward_time: 16.2124900818, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6871280670
validation[          , genome  6918] predictions:    9777/  10000 (97.77%), best:    9777/10000 (97.77%), error:       764.45123, best error:       764.45123 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 217.0956726074s, input_fired_time: 2.3037447929, output_fired_time: 2.1919538975, propagate_forward_time: 82.3816909790, propagate_backward_time: 126.3065032959, weight_update_time: 0.2002647370, other_time: 3.9117889404
epoch time: 17.4960784912s, input_fired_time: 0.2902671099, output_fired_time: 0.0000000000, propagate_forward_time: 16.5147323608, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6910781860
validation[          , genome  6918] predictions:    9745/  10000 (97.45%), best:    9777/10000 (97.77%), error:       856.06152, best error:       764.45123 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 217.5032043457s, input_fired_time: 2.2937676907, output_fired_time: 2.2080919743, propagate_forward_time: 82.7965087891, propagate_backward_time: 126.3453521729, weight_update_time: 0.1990573853, other_time: 3.8594818115
epoch time: 17.7560214996s, input_fired_time: 0.2906347215, output_fired_time: 0.0000000000, propagate_forward_time: 16.7641773224, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7012100220
validation[          , genome  6918] predictions:    9756/  10000 (97.56%), best:    9777/10000 (97.77%), error:       797.73578, best error:       764.45123 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 216.2271728516s, input_fired_time: 2.3289461136, output_fired_time: 2.1782789230, propagate_forward_time: 82.2101058960, propagate_backward_time: 125.6763763428, weight_update_time: 0.2002456635, other_time: 3.8334503174
epoch time: 17.3337039948s, input_fired_time: 0.2888662517, output_fired_time: 0.0000000000, propagate_forward_time: 16.3477668762, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6970710754
validation[          , genome  6918] predictions:    9769/  10000 (97.69%), best:    9777/10000 (97.77%), error:       804.82739, best error:       764.45123 on epoch:    27, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 215.6189880371s, input_fired_time: 2.2973711491, output_fired_time: 2.1801676750, propagate_forward_time: 81.7523574829, propagate_backward_time: 125.5400314331, weight_update_time: 0.1983247250, other_time: 3.8490676880
epoch time: 16.9232082367s, input_fired_time: 0.2853554487, output_fired_time: 0.0000000000, propagate_forward_time: 15.9502115250, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6876420975
validation[          , genome  6918] predictions:    9785/  10000 (97.85%), best:    9777/10000 (97.77%), error:       767.38959, best error:       764.45123 on epoch:    27, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 215.8777160645s, input_fired_time: 2.3327338696, output_fired_time: 2.1725676060, propagate_forward_time: 82.2042388916, propagate_backward_time: 125.3265075684, weight_update_time: 0.1986861825, other_time: 3.8416748047
epoch time: 17.5623397827s, input_fired_time: 0.2889887094, output_fired_time: 0.0000000000, propagate_forward_time: 16.5850505829, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6883010864
validation[          , genome  6918] predictions:    9757/  10000 (97.57%), best:    9777/10000 (97.77%), error:       817.06042, best error:       764.45123 on epoch:    27, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 213.9597778320s, input_fired_time: 2.3356819153, output_fired_time: 2.1325879097, propagate_forward_time: 81.3279190063, propagate_backward_time: 124.3296966553, weight_update_time: 0.1969483644, other_time: 3.8339080811
epoch time: 16.7584590912s, input_fired_time: 0.2828221321, output_fired_time: 0.0000000000, propagate_forward_time: 15.7950668335, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6805706024
validation[          , genome  6918] predictions:    9750/  10000 (97.50%), best:    9777/10000 (97.77%), error:       835.68671, best error:       764.45123 on epoch:    27, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 214.0282287598s, input_fired_time: 2.3167383671, output_fired_time: 2.2076311111, propagate_forward_time: 81.0675354004, propagate_backward_time: 124.6511077881, weight_update_time: 0.1973928660, other_time: 3.7852172852
epoch time: 17.2361755371s, input_fired_time: 0.2871101499, output_fired_time: 0.0000000000, propagate_forward_time: 16.2609024048, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6881637573
validation[          , genome  6918] predictions:    9764/  10000 (97.64%), best:    9777/10000 (97.77%), error:       777.58557, best error:       764.45123 on epoch:    27, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 216.3571624756s, input_fired_time: 2.3296298981, output_fired_time: 2.2118065357, propagate_forward_time: 82.1323013306, propagate_backward_time: 125.7929992676, weight_update_time: 0.1993476450, other_time: 3.8904113770
epoch time: 17.8687725067s, input_fired_time: 0.2928537130, output_fired_time: 0.0000000000, propagate_forward_time: 16.8358287811, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7400894165
validation[          , genome  6918] predictions:    9767/  10000 (97.67%), best:    9777/10000 (97.77%), error:       779.87903, best error:       764.45123 on epoch:    27, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 216.7971191406s, input_fired_time: 2.3120613098, output_fired_time: 2.1894805431, propagate_forward_time: 82.3420867920, propagate_backward_time: 126.0564880371, weight_update_time: 0.2138651460, other_time: 3.8970031738
epoch time: 17.4380130768s, input_fired_time: 0.2911867201, output_fired_time: 0.0000000000, propagate_forward_time: 16.4614009857, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6854248047
validation[          , genome  6918] predictions:    9760/  10000 (97.60%), best:    9777/10000 (97.77%), error:       795.17963, best error:       764.45123 on epoch:    27, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 216.4202575684s, input_fired_time: 2.3346388340, output_fired_time: 2.2378413677, propagate_forward_time: 82.1246643066, propagate_backward_time: 125.9169235229, weight_update_time: 0.2029158026, other_time: 3.8061904907
epoch time: 17.8405456543s, input_fired_time: 0.2911933959, output_fired_time: 0.0000000000, propagate_forward_time: 16.8532772064, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6960754395
validation[          , genome  6918] predictions:    9763/  10000 (97.63%), best:    9777/10000 (97.77%), error:       773.14282, best error:       764.45123 on epoch:    27, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 217.4610137939s, input_fired_time: 2.3398296833, output_fired_time: 2.1600365639, propagate_forward_time: 82.5418319702, propagate_backward_time: 126.4802246094, weight_update_time: 0.1997465193, other_time: 3.9390869141
epoch time: 17.6347866058s, input_fired_time: 0.2956047058, output_fired_time: 0.0000000000, propagate_forward_time: 16.6365776062, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7026042938
validation[          , genome  6918] predictions:    9789/  10000 (97.89%), best:    9789/10000 (97.89%), error:       725.23004, best error:       725.23004 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 217.7529907227s, input_fired_time: 2.3377215862, output_fired_time: 2.2148215771, propagate_forward_time: 82.7806777954, propagate_backward_time: 126.5620498657, weight_update_time: 0.1998596787, other_time: 3.8577194214
epoch time: 18.3029918671s, input_fired_time: 0.3102740347, output_fired_time: 0.0000000000, propagate_forward_time: 17.2614517212, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7312660217
validation[          , genome  6918] predictions:    9702/  10000 (97.02%), best:    9789/10000 (97.89%), error:      1003.76636, best error:       725.23004 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 214.9622344971s, input_fired_time: 2.3295459747, output_fired_time: 2.1627643108, propagate_forward_time: 81.7072677612, propagate_backward_time: 124.9699707031, weight_update_time: 0.1987680793, other_time: 3.7926940918
epoch time: 17.3721771240s, input_fired_time: 0.2890751660, output_fired_time: 0.0000000000, propagate_forward_time: 16.3819808960, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7011203766
validation[          , genome  6918] predictions:    9777/  10000 (97.77%), best:    9789/10000 (97.89%), error:       790.80566, best error:       725.23004 on epoch:    38, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 216.5736846924s, input_fired_time: 2.3274497986, output_fired_time: 2.1772232056, propagate_forward_time: 82.4732513428, propagate_backward_time: 125.7509231567, weight_update_time: 0.2006650567, other_time: 3.8448257446
epoch time: 17.6481475830s, input_fired_time: 0.2909967601, output_fired_time: 0.0000000000, propagate_forward_time: 16.6424045563, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7147464752
validation[          , genome  6918] predictions:    9746/  10000 (97.46%), best:    9789/10000 (97.89%), error:       830.14893, best error:       725.23004 on epoch:    38, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 216.5761260986s, input_fired_time: 2.3062915802, output_fired_time: 2.1964154243, propagate_forward_time: 82.3619461060, propagate_backward_time: 125.7992935181, weight_update_time: 0.1995698810, other_time: 3.9121932983
epoch time: 17.4882850647s, input_fired_time: 0.2951244712, output_fired_time: 0.0000000000, propagate_forward_time: 16.4929180145, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7002429962
validation[          , genome  6918] predictions:    9767/  10000 (97.67%), best:    9789/10000 (97.89%), error:       747.96045, best error:       725.23004 on epoch:    38, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 216.7496185303s, input_fired_time: 2.3164532185, output_fired_time: 2.2071576118, propagate_forward_time: 82.4909515381, propagate_backward_time: 125.9039306641, weight_update_time: 0.1997433305, other_time: 3.8311309814
epoch time: 17.9436664581s, input_fired_time: 0.2926801741, output_fired_time: 0.0000000000, propagate_forward_time: 16.9381484985, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7128372192
validation[          , genome  6918] predictions:    9751/  10000 (97.51%), best:    9789/10000 (97.89%), error:       854.10950, best error:       725.23004 on epoch:    38, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 216.7214660645s, input_fired_time: 2.3536865711, output_fired_time: 2.1965093613, propagate_forward_time: 82.3608779907, propagate_backward_time: 125.9503402710, weight_update_time: 0.1999610215, other_time: 3.8600540161
epoch time: 17.3660106659s, input_fired_time: 0.2893086374, output_fired_time: 0.0000000000, propagate_forward_time: 16.3783760071, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6983261108
validation[          , genome  6918] predictions:    9761/  10000 (97.61%), best:    9789/10000 (97.89%), error:       848.13373, best error:       725.23004 on epoch:    38, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 217.7414245605s, input_fired_time: 2.3436276913, output_fired_time: 2.1865448952, propagate_forward_time: 82.6430511475, propagate_backward_time: 126.6774520874, weight_update_time: 0.1986589432, other_time: 3.8907546997
epoch time: 17.0248508453s, input_fired_time: 0.2892021239, output_fired_time: 0.0000000000, propagate_forward_time: 16.0486145020, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6870346069
validation[          , genome  6918] predictions:    9768/  10000 (97.68%), best:    9789/10000 (97.89%), error:       798.09143, best error:       725.23004 on epoch:    38, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 217.7892303467s, input_fired_time: 2.3480646610, output_fired_time: 2.2012615204, propagate_forward_time: 82.5807342529, propagate_backward_time: 126.7340927124, weight_update_time: 0.2026368231, other_time: 3.9250717163
epoch time: 17.3444404602s, input_fired_time: 0.2950010896, output_fired_time: 0.0000000000, propagate_forward_time: 16.3673744202, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6820640564
validation[          , genome  6918] predictions:    9762/  10000 (97.62%), best:    9789/10000 (97.89%), error:       768.01807, best error:       725.23004 on epoch:    38, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 214.9182281494s, input_fired_time: 2.3009891510, output_fired_time: 2.1737771034, propagate_forward_time: 81.4793701172, propagate_backward_time: 125.1457443237, weight_update_time: 0.2050308883, other_time: 3.8183364868
epoch time: 17.3731365204s, input_fired_time: 0.2992460728, output_fired_time: 0.0000000000, propagate_forward_time: 16.3632297516, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7106609344
validation[          , genome  6918] predictions:    9796/  10000 (97.96%), best:    9796/10000 (97.96%), error:       699.02740, best error:       699.02740 on epoch:    47, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 218.2465820313s, input_fired_time: 2.3758833408, output_fired_time: 2.2810189724, propagate_forward_time: 82.7246627808, propagate_backward_time: 126.9437866211, weight_update_time: 0.2018830478, other_time: 3.9212341309
epoch time: 17.2987995148s, input_fired_time: 0.2920514047, output_fired_time: 0.0000000000, propagate_forward_time: 16.3070774078, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6996707916
validation[          , genome  6918] predictions:    9748/  10000 (97.48%), best:    9796/10000 (97.96%), error:       771.34979, best error:       699.02740 on epoch:    47, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 215.4168701172s, input_fired_time: 2.3078141212, output_fired_time: 2.1620049477, propagate_forward_time: 81.7094421387, propagate_backward_time: 125.4064025879, weight_update_time: 0.2017679363, other_time: 3.8312072754
epoch time: 17.2513389587s, input_fired_time: 0.2923191786, output_fired_time: 0.0000000000, propagate_forward_time: 16.2638263702, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6951942444
validation[          , genome  6918] predictions:    9793/  10000 (97.93%), best:    9796/10000 (97.96%), error:       718.62781, best error:       699.02740 on epoch:    47, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 217.4445648193s, input_fired_time: 2.3440282345, output_fired_time: 2.1848526001, propagate_forward_time: 82.5966491699, propagate_backward_time: 126.3835906982, weight_update_time: 0.2010771632, other_time: 3.9354400635
epoch time: 17.3848648071s, input_fired_time: 0.2926878333, output_fired_time: 0.0000000000, propagate_forward_time: 16.3992919922, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6928844452
validation[          , genome  6918] predictions:    9779/  10000 (97.79%), best:    9796/10000 (97.96%), error:       751.79504, best error:       699.02740 on epoch:    47, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 216.8198242188s, input_fired_time: 2.3576357365, output_fired_time: 2.2764902115, propagate_forward_time: 82.6326828003, propagate_backward_time: 125.6612930298, weight_update_time: 0.2006415278, other_time: 3.8917160034
epoch time: 17.6731071472s, input_fired_time: 0.3060141802, output_fired_time: 0.0000000000, propagate_forward_time: 16.6678085327, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6992835999
validation[          , genome  6918] predictions:    9774/  10000 (97.74%), best:    9796/10000 (97.96%), error:       782.34802, best error:       699.02740 on epoch:    47, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 216.3060455322s, input_fired_time: 2.3481183052, output_fired_time: 2.1814763546, propagate_forward_time: 82.1774063110, propagate_backward_time: 125.7070617676, weight_update_time: 0.1995483637, other_time: 3.8919982910
epoch time: 17.3805027008s, input_fired_time: 0.2925301492, output_fired_time: 0.0000000000, propagate_forward_time: 16.3834571838, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7045154572
validation[          , genome  6918] predictions:    9777/  10000 (97.77%), best:    9796/10000 (97.96%), error:       745.81708, best error:       699.02740 on epoch:    47, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 216.4147949219s, input_fired_time: 2.3257908821, output_fired_time: 2.1698765755, propagate_forward_time: 82.3709487915, propagate_backward_time: 125.7127990723, weight_update_time: 0.2004689574, other_time: 3.8353881836
epoch time: 17.3865566254s, input_fired_time: 0.2957476079, output_fired_time: 0.0000000000, propagate_forward_time: 16.3933124542, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6974964142
validation[          , genome  6918] predictions:    9723/  10000 (97.23%), best:    9796/10000 (97.96%), error:       942.67938, best error:       699.02740 on epoch:    47, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 216.9732971191s, input_fired_time: 2.3663227558, output_fired_time: 2.1978211403, propagate_forward_time: 82.2868194580, propagate_backward_time: 126.2619628906, weight_update_time: 0.1999200881, other_time: 3.8603820801
epoch time: 17.3341846466s, input_fired_time: 0.2918824852, output_fired_time: 0.0000000000, propagate_forward_time: 16.3323593140, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7099437714
validation[          , genome  6918] predictions:    9773/  10000 (97.73%), best:    9796/10000 (97.96%), error:       738.07330, best error:       699.02740 on epoch:    47, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 215.2303619385s, input_fired_time: 2.3133661747, output_fired_time: 2.1808168888, propagate_forward_time: 81.8389587402, propagate_backward_time: 125.0401992798, weight_update_time: 0.2003152519, other_time: 3.8570175171
epoch time: 17.5523929596s, input_fired_time: 0.2959293127, output_fired_time: 0.0000000000, propagate_forward_time: 16.5464420319, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7100219727
validation[          , genome  6918] predictions:    9785/  10000 (97.85%), best:    9796/10000 (97.96%), error:       711.71204, best error:       699.02740 on epoch:    47, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 216.9816131592s, input_fired_time: 2.3284561634, output_fired_time: 2.1842210293, propagate_forward_time: 82.6261291504, propagate_backward_time: 125.9211196899, weight_update_time: 0.2042143494, other_time: 3.9216842651
epoch time: 17.9646129608s, input_fired_time: 0.2908968925, output_fired_time: 0.0000000000, propagate_forward_time: 16.9769077301, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6968078613
validation[          , genome  6918] predictions:    9767/  10000 (97.67%), best:    9796/10000 (97.96%), error:       791.59210, best error:       699.02740 on epoch:    47, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 216.9432983398s, input_fired_time: 2.3805801868, output_fired_time: 2.2217733860, propagate_forward_time: 82.3499450684, propagate_backward_time: 126.1159820557, weight_update_time: 0.2014647573, other_time: 3.8750152588
epoch time: 17.7523555756s, input_fired_time: 0.3073556423, output_fired_time: 0.0000000000, propagate_forward_time: 16.7382373810, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7067623138
validation[          , genome  6918] predictions:    9760/  10000 (97.60%), best:    9796/10000 (97.96%), error:       788.75488, best error:       699.02740 on epoch:    47, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 214.3713836670s, input_fired_time: 2.3180084229, output_fired_time: 2.1672496796, propagate_forward_time: 81.5920639038, propagate_backward_time: 124.4699783325, weight_update_time: 0.2042250335, other_time: 3.8240890503
epoch time: 17.3598365784s, input_fired_time: 0.3205882907, output_fired_time: 0.0000000000, propagate_forward_time: 16.3308753967, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7083721161
validation[          , genome  6918] predictions:    9769/  10000 (97.69%), best:    9796/10000 (97.96%), error:       778.65277, best error:       699.02740 on epoch:    47, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 217.5622711182s, input_fired_time: 2.3396630287, output_fired_time: 2.2138214111, propagate_forward_time: 82.5228881836, propagate_backward_time: 126.5609588623, weight_update_time: 0.2007929683, other_time: 3.9249420166
epoch time: 17.4015541077s, input_fired_time: 0.2940845788, output_fired_time: 0.0000000000, propagate_forward_time: 16.4010314941, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7064380646
validation[          , genome  6918] predictions:    9790/  10000 (97.90%), best:    9796/10000 (97.96%), error:       729.81433, best error:       699.02740 on epoch:    47, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 216.8635559082s, input_fired_time: 2.3381955624, output_fired_time: 2.2406439781, propagate_forward_time: 82.4479141235, propagate_backward_time: 125.9358215332, weight_update_time: 0.2016223967, other_time: 3.9009704590
epoch time: 17.6618041992s, input_fired_time: 0.3014214933, output_fired_time: 0.0000000000, propagate_forward_time: 16.6144714355, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7459106445
validation[          , genome  6918] predictions:    9780/  10000 (97.80%), best:    9796/10000 (97.96%), error:       774.78687, best error:       699.02740 on epoch:    47, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 216.5285797119s, input_fired_time: 2.3693552017, output_fired_time: 2.2215206623, propagate_forward_time: 82.2102355957, propagate_backward_time: 125.8539428711, weight_update_time: 0.2007838786, other_time: 3.8735198975
epoch time: 18.0226211548s, input_fired_time: 0.3189549148, output_fired_time: 0.0000000000, propagate_forward_time: 16.9451713562, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7584953308
validation[          , genome  6918] predictions:    9776/  10000 (97.76%), best:    9796/10000 (97.96%), error:       749.10785, best error:       699.02740 on epoch:    47, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 216.6369171143s, input_fired_time: 2.3345201015, output_fired_time: 2.1920931339, propagate_forward_time: 82.3713607788, propagate_backward_time: 125.8247833252, weight_update_time: 0.1999584436, other_time: 3.9141693115
epoch time: 17.5062484741s, input_fired_time: 0.2977689207, output_fired_time: 0.0000000000, propagate_forward_time: 16.5068168640, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7016620636
validation[          , genome  6918] predictions:    9758/  10000 (97.58%), best:    9796/10000 (97.96%), error:       805.07465, best error:       699.02740 on epoch:    47, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 217.3972625732s, input_fired_time: 2.3876554966, output_fired_time: 2.2026536465, propagate_forward_time: 82.9805831909, propagate_backward_time: 125.9616165161, weight_update_time: 0.2011990398, other_time: 3.8647689819
epoch time: 17.1675510406s, input_fired_time: 0.2909321785, output_fired_time: 0.0000000000, propagate_forward_time: 16.1749362946, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7016830444
validation[          , genome  6918] predictions:    9763/  10000 (97.63%), best:    9796/10000 (97.96%), error:       778.62335, best error:       699.02740 on epoch:    47, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 215.7358093262s, input_fired_time: 2.3448429108, output_fired_time: 2.2151558399, propagate_forward_time: 82.1917190552, propagate_backward_time: 125.1425170898, weight_update_time: 0.2055726200, other_time: 3.8415832520
epoch time: 17.6035404205s, input_fired_time: 0.2964233160, output_fired_time: 0.0000000000, propagate_forward_time: 16.5899143219, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7172031403
validation[          , genome  6918] predictions:    9781/  10000 (97.81%), best:    9796/10000 (97.96%), error:       719.43127, best error:       699.02740 on epoch:    47, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 216.5271759033s, input_fired_time: 2.3583757877, output_fired_time: 2.2096853256, propagate_forward_time: 82.3238601685, propagate_backward_time: 125.7757110596, weight_update_time: 0.2068976164, other_time: 3.8595428467
epoch time: 17.2169532776s, input_fired_time: 0.2952452600, output_fired_time: 0.0000000000, propagate_forward_time: 16.2248096466, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6968975067
validation[          , genome  6918] predictions:    9727/  10000 (97.27%), best:    9796/10000 (97.96%), error:       868.91577, best error:       699.02740 on epoch:    47, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 215.2948760986s, input_fired_time: 2.3462851048, output_fired_time: 2.1973989010, propagate_forward_time: 81.7513275146, propagate_backward_time: 125.0918579102, weight_update_time: 0.2005467713, other_time: 3.9080047607
epoch time: 17.5657539368s, input_fired_time: 0.2958202362, output_fired_time: 0.0000000000, propagate_forward_time: 16.5625438690, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7073898315
validation[          , genome  6918] predictions:    9757/  10000 (97.57%), best:    9796/10000 (97.96%), error:       778.89276, best error:       699.02740 on epoch:    47, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 214.3783569336s, input_fired_time: 2.3369636536, output_fired_time: 2.2087624073, propagate_forward_time: 81.5810623169, propagate_backward_time: 124.4074325562, weight_update_time: 0.1983896643, other_time: 3.8441543579
epoch time: 17.3141632080s, input_fired_time: 0.2964255214, output_fired_time: 0.0000000000, propagate_forward_time: 16.3040981293, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7136402130
validation[          , genome  6918] predictions:    9791/  10000 (97.91%), best:    9791/10000 (97.91%), error:       691.20038, best error:       691.20038 on epoch:    67, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 217.9754180908s, input_fired_time: 2.3445651531, output_fired_time: 2.1926672459, propagate_forward_time: 82.9898071289, propagate_backward_time: 126.5114898682, weight_update_time: 0.2008523643, other_time: 3.9368896484
epoch time: 17.7741851807s, input_fired_time: 0.2985149622, output_fired_time: 0.0000000000, propagate_forward_time: 16.7503376007, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7253322601
validation[          , genome  6918] predictions:    9783/  10000 (97.83%), best:    9791/10000 (97.91%), error:       701.59650, best error:       691.20038 on epoch:    67, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 218.6787872314s, input_fired_time: 2.3614983559, output_fired_time: 2.2070066929, propagate_forward_time: 83.1736297607, propagate_backward_time: 126.9447250366, weight_update_time: 0.2010925412, other_time: 3.9919357300
epoch time: 17.4944496155s, input_fired_time: 0.2994887531, output_fired_time: 0.0000000000, propagate_forward_time: 16.4765186310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7184429169
validation[          , genome  6918] predictions:    9764/  10000 (97.64%), best:    9791/10000 (97.91%), error:       788.69507, best error:       691.20038 on epoch:    67, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 216.7859039307s, input_fired_time: 2.3572218418, output_fired_time: 2.1974453926, propagate_forward_time: 82.2878570557, propagate_backward_time: 125.9901428223, weight_update_time: 0.2050484121, other_time: 3.9532318115
epoch time: 17.1470203400s, input_fired_time: 0.2937619686, output_fired_time: 0.0000000000, propagate_forward_time: 16.1536636353, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6995944977
validation[          , genome  6918] predictions:    9777/  10000 (97.77%), best:    9791/10000 (97.91%), error:       736.51428, best error:       691.20038 on epoch:    67, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 216.0538482666s, input_fired_time: 2.3746407032, output_fired_time: 2.1818523407, propagate_forward_time: 82.2058181763, propagate_backward_time: 125.3627395630, weight_update_time: 0.2030356228, other_time: 3.9287948608
epoch time: 17.3297519684s, input_fired_time: 0.2999894619, output_fired_time: 0.0000000000, propagate_forward_time: 16.3255138397, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7042484283
validation[          , genome  6918] predictions:    9756/  10000 (97.56%), best:    9791/10000 (97.91%), error:       828.91870, best error:       691.20038 on epoch:    67, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 215.5318298340s, input_fired_time: 2.3600327969, output_fired_time: 2.1890609264, propagate_forward_time: 81.8497238159, propagate_backward_time: 125.2330322266, weight_update_time: 0.2087705433, other_time: 3.8999938965
epoch time: 17.2958850861s, input_fired_time: 0.2930237055, output_fired_time: 0.0000000000, propagate_forward_time: 16.3065624237, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6962985992
validation[          , genome  6918] predictions:    9759/  10000 (97.59%), best:    9791/10000 (97.91%), error:       773.40253, best error:       691.20038 on epoch:    67, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 216.2423095703s, input_fired_time: 2.3536899090, output_fired_time: 2.1729140282, propagate_forward_time: 82.3104476929, propagate_backward_time: 125.5283966064, weight_update_time: 0.2027806640, other_time: 3.8768768311
epoch time: 17.3979396820s, input_fired_time: 0.2968283296, output_fired_time: 0.0000000000, propagate_forward_time: 16.4070301056, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6940803528
validation[          , genome  6918] predictions:    9786/  10000 (97.86%), best:    9791/10000 (97.91%), error:       732.29205, best error:       691.20038 on epoch:    67, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 217.4613342285s, input_fired_time: 2.3696532249, output_fired_time: 2.1983978748, propagate_forward_time: 82.4865951538, propagate_backward_time: 126.4750518799, weight_update_time: 0.2017867714, other_time: 3.9316253662
epoch time: 17.5497932434s, input_fired_time: 0.3000575602, output_fired_time: 0.0000000000, propagate_forward_time: 16.5362758636, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7134590149
validation[          , genome  6918] predictions:    9784/  10000 (97.84%), best:    9791/10000 (97.91%), error:       734.56274, best error:       691.20038 on epoch:    67, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 215.9503021240s, input_fired_time: 2.3695478439, output_fired_time: 2.1779551506, propagate_forward_time: 82.1377639771, propagate_backward_time: 125.3842391968, weight_update_time: 0.2044211030, other_time: 3.8808059692
epoch time: 17.4286193848s, input_fired_time: 0.2977346182, output_fired_time: 0.0000000000, propagate_forward_time: 16.4206829071, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7102012634
validation[          , genome  6918] predictions:    9788/  10000 (97.88%), best:    9791/10000 (97.91%), error:       730.26172, best error:       691.20038 on epoch:    67, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 216.0351409912s, input_fired_time: 2.3732345104, output_fired_time: 2.1872630119, propagate_forward_time: 82.0094375610, propagate_backward_time: 125.6148300171, weight_update_time: 0.1989082992, other_time: 3.8503799438
epoch time: 19.3222332001s, input_fired_time: 0.3839509189, output_fired_time: 0.0000000000, propagate_forward_time: 18.1815376282, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7567443848
validation[          , genome  6918] predictions:    9764/  10000 (97.64%), best:    9791/10000 (97.91%), error:       794.03168, best error:       691.20038 on epoch:    67, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 216.6674194336s, input_fired_time: 2.3829474449, output_fired_time: 2.1823031902, propagate_forward_time: 82.5339584351, propagate_backward_time: 125.7074584961, weight_update_time: 0.1998585761, other_time: 3.8607482910
epoch time: 17.5696563721s, input_fired_time: 0.3072967231, output_fired_time: 0.0000000000, propagate_forward_time: 16.5579242706, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7044353485
validation[          , genome  6918] predictions:    9770/  10000 (97.70%), best:    9791/10000 (97.91%), error:       793.13049, best error:       691.20038 on epoch:    67, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 215.5004577637s, input_fired_time: 2.4151098728, output_fired_time: 2.1703703403, propagate_forward_time: 81.7406692505, propagate_backward_time: 125.3358993530, weight_update_time: 0.2004587054, other_time: 3.8384170532
epoch time: 17.6165981293s, input_fired_time: 0.3027941585, output_fired_time: 0.0000000000, propagate_forward_time: 16.5988616943, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7149429321
validation[          , genome  6918] predictions:    9778/  10000 (97.78%), best:    9791/10000 (97.91%), error:       747.74225, best error:       691.20038 on epoch:    67, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 216.3416290283s, input_fired_time: 2.3808407784, output_fired_time: 2.1805660725, propagate_forward_time: 82.2631607056, propagate_backward_time: 125.6459197998, weight_update_time: 0.2007192820, other_time: 3.8711395264
epoch time: 17.9124679565s, input_fired_time: 0.3001964092, output_fired_time: 0.0000000000, propagate_forward_time: 16.9112415314, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7010307312
validation[          , genome  6918] predictions:    9795/  10000 (97.95%), best:    9791/10000 (97.91%), error:       728.77063, best error:       691.20038 on epoch:    67, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 216.3755645752s, input_fired_time: 2.3793954849, output_fired_time: 2.1958334446, propagate_forward_time: 82.1740570068, propagate_backward_time: 125.7454833984, weight_update_time: 0.2002441138, other_time: 3.8807983398
epoch time: 17.7516384125s, input_fired_time: 0.3017036021, output_fired_time: 0.0000000000, propagate_forward_time: 16.7330169678, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7169170380
validation[          , genome  6918] predictions:    9752/  10000 (97.52%), best:    9791/10000 (97.91%), error:       886.26056, best error:       691.20038 on epoch:    67, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 215.5968627930s, input_fired_time: 2.3639924526, output_fired_time: 2.1707108021, propagate_forward_time: 82.0133514404, propagate_backward_time: 125.1919555664, weight_update_time: 0.2006773204, other_time: 3.8568420410
epoch time: 17.4393959045s, input_fired_time: 0.3053337932, output_fired_time: 0.0000000000, propagate_forward_time: 16.4218158722, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7122459412
validation[          , genome  6918] predictions:    9786/  10000 (97.86%), best:    9791/10000 (97.91%), error:       754.69940, best error:       691.20038 on epoch:    67, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 217.8258209229s, input_fired_time: 2.3884277344, output_fired_time: 2.2845900059, propagate_forward_time: 82.7105941772, propagate_backward_time: 126.5099639893, weight_update_time: 0.2013470531, other_time: 3.9322357178
epoch time: 17.4592742920s, input_fired_time: 0.3147100508, output_fired_time: 0.0000000000, propagate_forward_time: 16.4465770721, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6979866028
validation[          , genome  6918] predictions:    9786/  10000 (97.86%), best:    9791/10000 (97.91%), error:       797.13239, best error:       691.20038 on epoch:    67, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 217.4559173584s, input_fired_time: 2.3767449856, output_fired_time: 2.2187130451, propagate_forward_time: 82.5461807251, propagate_backward_time: 126.4399871826, weight_update_time: 0.2021400481, other_time: 3.8742828369
epoch time: 17.3540611267s, input_fired_time: 0.3003191054, output_fired_time: 0.0000000000, propagate_forward_time: 16.3472118378, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7065296173
validation[          , genome  6918] predictions:    9797/  10000 (97.97%), best:    9791/10000 (97.91%), error:       703.19244, best error:       691.20038 on epoch:    67, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 218.6622314453s, input_fired_time: 2.4223699570, output_fired_time: 2.2344398499, propagate_forward_time: 82.9090576172, propagate_backward_time: 127.1446228027, weight_update_time: 0.2022563517, other_time: 3.9517517090
epoch time: 17.3692073822s, input_fired_time: 0.2986387908, output_fired_time: 0.0000000000, propagate_forward_time: 16.3644065857, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7061614990
validation[          , genome  6918] predictions:    9758/  10000 (97.58%), best:    9791/10000 (97.91%), error:       781.56067, best error:       691.20038 on epoch:    67, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 217.8415985107s, input_fired_time: 2.4218297005, output_fired_time: 2.1891651154, propagate_forward_time: 82.8652801514, propagate_backward_time: 126.4397354126, weight_update_time: 0.2012999356, other_time: 3.9255905151
epoch time: 17.3413887024s, input_fired_time: 0.2991355062, output_fired_time: 0.0000000000, propagate_forward_time: 16.3217887878, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7204647064
validation[          , genome  6918] predictions:    9792/  10000 (97.92%), best:    9791/10000 (97.91%), error:       720.02734, best error:       691.20038 on epoch:    67, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 216.4012298584s, input_fired_time: 2.3475625515, output_fired_time: 2.1920247078, propagate_forward_time: 82.4110260010, propagate_backward_time: 125.5691223145, weight_update_time: 0.2112246454, other_time: 3.8814849854
epoch time: 17.7562065125s, input_fired_time: 0.3120404482, output_fired_time: 0.0000000000, propagate_forward_time: 16.7342910767, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7098751068
validation[          , genome  6918] predictions:    9747/  10000 (97.47%), best:    9791/10000 (97.91%), error:       857.18903, best error:       691.20038 on epoch:    67, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 218.5334014893s, input_fired_time: 2.3988530636, output_fired_time: 2.2277693748, propagate_forward_time: 83.2195816040, propagate_backward_time: 126.7910537720, weight_update_time: 0.1992529333, other_time: 3.8961410522
epoch time: 17.3909282684s, input_fired_time: 0.3012034595, output_fired_time: 0.0000000000, propagate_forward_time: 16.3733463287, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7163791656
validation[          , genome  6918] predictions:    9764/  10000 (97.64%), best:    9791/10000 (97.91%), error:       802.31903, best error:       691.20038 on epoch:    67, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 215.9372711182s, input_fired_time: 2.3671553135, output_fired_time: 2.1938221455, propagate_forward_time: 82.1078186035, propagate_backward_time: 125.3943405151, weight_update_time: 0.2001545280, other_time: 3.8741378784
epoch time: 17.5258426666s, input_fired_time: 0.3057397604, output_fired_time: 0.0000000000, propagate_forward_time: 16.4997272491, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7203750610
validation[          , genome  6918] predictions:    9759/  10000 (97.59%), best:    9791/10000 (97.91%), error:       804.05396, best error:       691.20038 on epoch:    67, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 216.0392608643s, input_fired_time: 2.4158186913, output_fired_time: 2.2026116848, propagate_forward_time: 82.0527877808, propagate_backward_time: 125.5245132446, weight_update_time: 0.2004873753, other_time: 3.8435287476
epoch time: 17.5108451843s, input_fired_time: 0.3040081561, output_fired_time: 0.0000000000, propagate_forward_time: 16.5011138916, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7057228088
validation[          , genome  6918] predictions:    9749/  10000 (97.49%), best:    9791/10000 (97.91%), error:       811.35150, best error:       691.20038 on epoch:    67, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 216.8485565186s, input_fired_time: 2.4060368538, output_fired_time: 2.2454812527, propagate_forward_time: 82.1446762085, propagate_backward_time: 126.1269531250, weight_update_time: 0.2014381886, other_time: 3.9254150391
epoch time: 17.6134929657s, input_fired_time: 0.3124607503, output_fired_time: 0.0000000000, propagate_forward_time: 16.5829086304, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7181243896
validation[          , genome  6918] predictions:    9728/  10000 (97.28%), best:    9791/10000 (97.91%), error:       927.27515, best error:       691.20038 on epoch:    67, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 217.4631805420s, input_fired_time: 2.3857085705, output_fired_time: 2.2076990604, propagate_forward_time: 82.7756500244, propagate_backward_time: 126.1953277588, weight_update_time: 0.2049679607, other_time: 3.8987884521
epoch time: 17.8602752686s, input_fired_time: 0.3281750381, output_fired_time: 0.0000000000, propagate_forward_time: 16.8105869293, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7215137482
validation[          , genome  6918] predictions:    9795/  10000 (97.95%), best:    9795/10000 (97.95%), error:       686.07446, best error:       686.07446 on epoch:    91, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 217.7082977295s, input_fired_time: 2.3961560726, output_fired_time: 2.2047462463, propagate_forward_time: 82.6656799316, propagate_backward_time: 126.5435867310, weight_update_time: 0.2006082386, other_time: 3.8981399536
epoch time: 17.2517185211s, input_fired_time: 0.3030809164, output_fired_time: 0.0000000000, propagate_forward_time: 16.2450180054, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7036190033
validation[          , genome  6918] predictions:    9774/  10000 (97.74%), best:    9795/10000 (97.95%), error:       748.05475, best error:       686.07446 on epoch:    91, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 214.2348480225s, input_fired_time: 2.3665840626, output_fired_time: 2.2083063126, propagate_forward_time: 81.3924484253, propagate_backward_time: 124.3926773071, weight_update_time: 0.2006705850, other_time: 3.8748397827
epoch time: 17.4097614288s, input_fired_time: 0.3011665642, output_fired_time: 0.0000000000, propagate_forward_time: 16.4098834991, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6987113953
validation[          , genome  6918] predictions:    9719/  10000 (97.19%), best:    9795/10000 (97.95%), error:       912.18372, best error:       686.07446 on epoch:    91, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 215.8892517090s, input_fired_time: 2.4012200832, output_fired_time: 2.1822316647, propagate_forward_time: 82.0900802612, propagate_backward_time: 125.3159561157, weight_update_time: 0.1992656887, other_time: 3.8997726440
epoch time: 17.4771690369s, input_fired_time: 0.3036273122, output_fired_time: 0.0000000000, propagate_forward_time: 16.4675636292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7059783936
validation[          , genome  6918] predictions:    9742/  10000 (97.42%), best:    9795/10000 (97.95%), error:       856.61340, best error:       686.07446 on epoch:    91, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 217.7658081055s, input_fired_time: 2.4233646393, output_fired_time: 2.1933190823, propagate_forward_time: 82.7855758667, propagate_backward_time: 126.4625701904, weight_update_time: 0.1997321546, other_time: 3.9009857178
epoch time: 17.5419845581s, input_fired_time: 0.3158440292, output_fired_time: 0.0000000000, propagate_forward_time: 16.5180034637, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7081375122
validation[          , genome  6918] predictions:    9778/  10000 (97.78%), best:    9795/10000 (97.95%), error:       767.41022, best error:       686.07446 on epoch:    91, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 216.6440582275s, input_fired_time: 2.3866631985, output_fired_time: 2.2400040627, propagate_forward_time: 82.2867507935, propagate_backward_time: 125.8424224854, weight_update_time: 0.2052408904, other_time: 3.8882293701
epoch time: 17.3951091766s, input_fired_time: 0.3023221195, output_fired_time: 0.0000000000, propagate_forward_time: 16.3867073059, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7060794830
validation[          , genome  6918] predictions:    9768/  10000 (97.68%), best:    9795/10000 (97.95%), error:       806.18604, best error:       686.07446 on epoch:    91, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 216.8900146484s, input_fired_time: 2.3811881542, output_fired_time: 2.2228446007, propagate_forward_time: 82.4663848877, propagate_backward_time: 125.8540954590, weight_update_time: 0.2003951967, other_time: 3.9654998779
epoch time: 17.6664466858s, input_fired_time: 0.3126128316, output_fired_time: 0.0000000000, propagate_forward_time: 16.6446132660, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7092208862
validation[          , genome  6918] predictions:    9727/  10000 (97.27%), best:    9795/10000 (97.95%), error:       940.03552, best error:       686.07446 on epoch:    91, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 215.7299041748s, input_fired_time: 2.3649630547, output_fired_time: 2.2048716545, propagate_forward_time: 81.9797286987, propagate_backward_time: 125.3028564453, weight_update_time: 0.2030514777, other_time: 3.8775024414
epoch time: 17.3837928772s, input_fired_time: 0.3014855087, output_fired_time: 0.0000000000, propagate_forward_time: 16.3756179810, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7066898346
validation[          , genome  6918] predictions:    9778/  10000 (97.78%), best:    9795/10000 (97.95%), error:       778.97247, best error:       686.07446 on epoch:    91, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 213.6831665039s, input_fired_time: 2.3810558319, output_fired_time: 2.1522984505, propagate_forward_time: 81.0860748291, propagate_backward_time: 124.2229690552, weight_update_time: 0.2053529471, other_time: 3.8407669067
epoch time: 18.1638336182s, input_fired_time: 0.3100160062, output_fired_time: 0.0000000000, propagate_forward_time: 17.0911560059, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7626609802
validation[          , genome  6918] predictions:    9735/  10000 (97.35%), best:    9795/10000 (97.95%), error:       872.53839, best error:       686.07446 on epoch:    91, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 215.8309631348s, input_fired_time: 2.3720142841, output_fired_time: 2.2103545666, propagate_forward_time: 81.6837463379, propagate_backward_time: 125.7336883545, weight_update_time: 0.2004325837, other_time: 3.8311614990
epoch time: 18.5439529419s, input_fired_time: 0.3027164042, output_fired_time: 0.0000000000, propagate_forward_time: 17.4939956665, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7472400665
validation[          , genome  6918] predictions:    9789/  10000 (97.89%), best:    9795/10000 (97.95%), error:       724.14764, best error:       686.07446 on epoch:    91, epoch:  100/100, mu: 0.9870989323, learning_rate: 0.0000740065, weight_decay: 0.0000029603

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 87.5638656616s, input_fired_time: 1.5494425297, output_fired_time: 0.0000000000, propagate_forward_time: 82.3927688599, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.6216506958
best training[          , genome  6918] predictions:   49829/  50000 (99.66%), best:    9795/10000 (97.95%), error:       968.20264, best error:       686.07446 on epoch:    91, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 17.4595069885s, input_fired_time: 0.3078947663, output_fired_time: 0.0000000000, propagate_forward_time: 16.4295825958, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7220287323
   testing[          , genome  6918] predictions:    9798/  10000 (97.98%), best:    9795/10000 (97.95%), error:       679.64697, best error:       686.07446 on epoch:    91, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
13:30:57 (13276): called boinc_finish(0)

</stderr_txt>
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