Nameexact_genome_1512568488_44_5567_1
Workunit2599175
Created7 Dec 2017, 15:26:17 UTC
Sent7 Dec 2017, 15:32:25 UTC
Report deadline19 Dec 2017, 23:33:20 UTC
Received9 Dec 2017, 13:20:23 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52322
Run time6 hours 46 min 1 sec
CPU time6 hours 40 min 57 sec
Validate stateInitial
Credit0.00
Device peak FLOPS2.94 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size158.84 MB
Peak swap size157.23 MB
Peak disk usage2.25 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
835.17084 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 220.0777435303s, input_fired_time: 2.8150613308, output_fired_time: 2.8795273304, propagate_forward_time: 81.2515792847, propagate_backward_time: 128.9620971680, weight_update_time: 0.2440819740, other_time: 4.1694641113
epoch time: 17.1060657501s, input_fired_time: 0.3437353075, output_fired_time: 0.0000000000, propagate_forward_time: 16.0178356171, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7444953918
validation[          , genome  5567] predictions:    9724/  10000 (97.24%), best:    9750/10000 (97.50%), error:       923.48218, best error:       835.17084 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 218.8155975342s, input_fired_time: 2.8180356026, output_fired_time: 2.8727993965, propagate_forward_time: 80.8100051880, propagate_backward_time: 128.1442871094, weight_update_time: 0.2416477799, other_time: 4.1704711914
epoch time: 17.5138225555s, input_fired_time: 0.3502687812, output_fired_time: 0.0000000000, propagate_forward_time: 16.4068565369, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7566967010
validation[          , genome  5567] predictions:    9749/  10000 (97.49%), best:    9749/10000 (97.49%), error:       819.60931, best error:       819.60931 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 221.4928131104s, input_fired_time: 2.8390710354, output_fired_time: 2.9095947742, propagate_forward_time: 81.9348373413, propagate_backward_time: 129.6159820557, weight_update_time: 0.2513056695, other_time: 4.1933441162
epoch time: 17.1496047974s, input_fired_time: 0.3460675776, output_fired_time: 0.0000000000, propagate_forward_time: 16.0447463989, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7587909698
validation[          , genome  5567] predictions:    9780/  10000 (97.80%), best:    9780/10000 (97.80%), error:       718.31293, best error:       718.31293 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 218.5814666748s, input_fired_time: 2.8094520569, output_fired_time: 2.8801949024, propagate_forward_time: 80.5564346313, propagate_backward_time: 128.1672515869, weight_update_time: 0.2434668839, other_time: 4.1681365967
epoch time: 17.5941944122s, input_fired_time: 0.3499563038, output_fired_time: 0.0000000000, propagate_forward_time: 16.4962234497, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7480144501
validation[          , genome  5567] predictions:    9765/  10000 (97.65%), best:    9780/10000 (97.80%), error:       726.63818, best error:       718.31293 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 220.7817382813s, input_fired_time: 2.8279626369, output_fired_time: 2.8936629295, propagate_forward_time: 81.4414062500, propagate_backward_time: 129.4223632813, weight_update_time: 0.2453740090, other_time: 4.1963500977
epoch time: 17.1807270050s, input_fired_time: 0.3458471596, output_fired_time: 0.0000000000, propagate_forward_time: 16.0869235992, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7479553223
validation[          , genome  5567] predictions:    9762/  10000 (97.62%), best:    9780/10000 (97.80%), error:       779.11871, best error:       718.31293 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 219.9582977295s, input_fired_time: 2.8241112232, output_fired_time: 2.8899371624, propagate_forward_time: 81.3748550415, propagate_backward_time: 128.6781005859, weight_update_time: 0.2475704849, other_time: 4.1912841797
epoch time: 17.2755870819s, input_fired_time: 0.3510625660, output_fired_time: 0.0000000000, propagate_forward_time: 16.1741867065, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7503376007
validation[          , genome  5567] predictions:    9758/  10000 (97.58%), best:    9780/10000 (97.80%), error:       769.13220, best error:       718.31293 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 220.2586822510s, input_fired_time: 2.8335633278, output_fired_time: 2.9020099640, propagate_forward_time: 81.3365707397, propagate_backward_time: 129.0060577393, weight_update_time: 0.2483905107, other_time: 4.1804962158
epoch time: 17.2301349640s, input_fired_time: 0.3468880057, output_fired_time: 0.0000000000, propagate_forward_time: 16.1299819946, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7532653809
validation[          , genome  5567] predictions:    9771/  10000 (97.71%), best:    9780/10000 (97.80%), error:       737.12335, best error:       718.31293 on epoch:    17, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 218.9166107178s, input_fired_time: 2.8243782520, output_fired_time: 2.8869354725, propagate_forward_time: 80.7259140015, propagate_backward_time: 128.3043975830, weight_update_time: 0.2457851768, other_time: 4.1750030518
epoch time: 15.6372432709s, input_fired_time: 0.3253554404, output_fired_time: 0.0000000000, propagate_forward_time: 14.5952720642, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7166156769
validation[          , genome  5567] predictions:    9718/  10000 (97.18%), best:    9780/10000 (97.80%), error:       892.16962, best error:       718.31293 on epoch:    17, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 216.8959045410s, input_fired_time: 2.8028964996, output_fired_time: 2.8511376381, propagate_forward_time: 79.9919586182, propagate_backward_time: 127.0929183960, weight_update_time: 0.2436918616, other_time: 4.1569900513
epoch time: 17.4320278168s, input_fired_time: 0.3455507457, output_fired_time: 0.0000000000, propagate_forward_time: 16.3309612274, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7555160522
validation[          , genome  5567] predictions:    9708/  10000 (97.08%), best:    9780/10000 (97.80%), error:       896.95190, best error:       718.31293 on epoch:    17, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 219.7225189209s, input_fired_time: 2.8156223297, output_fired_time: 2.8726191521, propagate_forward_time: 80.9593353271, propagate_backward_time: 128.8992156982, weight_update_time: 0.2444349378, other_time: 4.1757202148
epoch time: 17.7730865479s, input_fired_time: 0.3530404866, output_fired_time: 0.0000000000, propagate_forward_time: 16.6630477905, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7569980621
validation[          , genome  5567] predictions:    9773/  10000 (97.73%), best:    9780/10000 (97.80%), error:       744.09998, best error:       718.31293 on epoch:    17, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 220.6602935791s, input_fired_time: 2.8235704899, output_fired_time: 2.8984997272, propagate_forward_time: 81.3423690796, propagate_backward_time: 129.4154205322, weight_update_time: 0.2444936931, other_time: 4.1804351807
epoch time: 17.5518817902s, input_fired_time: 0.3510710299, output_fired_time: 0.0000000000, propagate_forward_time: 16.4552345276, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7455768585
validation[          , genome  5567] predictions:    9779/  10000 (97.79%), best:    9780/10000 (97.80%), error:       747.48151, best error:       718.31293 on epoch:    17, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 219.5166778564s, input_fired_time: 2.8201251030, output_fired_time: 2.8840591908, propagate_forward_time: 81.0707702637, propagate_backward_time: 128.5650329590, weight_update_time: 0.2506163716, other_time: 4.1766815186
epoch time: 17.5466346741s, input_fired_time: 0.3534081876, output_fired_time: 0.0000000000, propagate_forward_time: 16.4347629547, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7584629059
validation[          , genome  5567] predictions:    9716/  10000 (97.16%), best:    9780/10000 (97.80%), error:       966.63629, best error:       718.31293 on epoch:    17, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 220.7381744385s, input_fired_time: 2.8349077702, output_fired_time: 2.8915326595, propagate_forward_time: 81.5660476685, propagate_backward_time: 129.2835235596, weight_update_time: 0.2436590493, other_time: 4.1621551514
epoch time: 17.3350372314s, input_fired_time: 0.3540529013, output_fired_time: 0.0000000000, propagate_forward_time: 16.2264728546, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7545108795
validation[          , genome  5567] predictions:    9770/  10000 (97.70%), best:    9780/10000 (97.80%), error:       768.04712, best error:       718.31293 on epoch:    17, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 218.6528320313s, input_fired_time: 2.8067209721, output_fired_time: 2.8635067940, propagate_forward_time: 80.4612350464, propagate_backward_time: 128.3541717529, weight_update_time: 0.2456994355, other_time: 4.1671905518
epoch time: 16.8732013702s, input_fired_time: 0.3439824283, output_fired_time: 0.0000000000, propagate_forward_time: 15.7773780823, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7518405914
validation[          , genome  5567] predictions:    9625/  10000 (96.25%), best:    9780/10000 (97.80%), error:      1136.89270, best error:       718.31293 on epoch:    17, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 220.1389770508s, input_fired_time: 2.8095729351, output_fired_time: 2.8863980770, propagate_forward_time: 81.2205276489, propagate_backward_time: 129.0726470947, weight_update_time: 0.2455007285, other_time: 4.1498260498
epoch time: 17.4267902374s, input_fired_time: 0.3517284393, output_fired_time: 0.0000000000, propagate_forward_time: 16.3258647919, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7491970062
validation[          , genome  5567] predictions:    9739/  10000 (97.39%), best:    9780/10000 (97.80%), error:       836.10687, best error:       718.31293 on epoch:    17, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 220.7560272217s, input_fired_time: 2.8355329037, output_fired_time: 2.8928036690, propagate_forward_time: 81.6100692749, propagate_backward_time: 129.2210083008, weight_update_time: 0.2472543865, other_time: 4.1966247559
epoch time: 17.6943473816s, input_fired_time: 0.3562301993, output_fired_time: 0.0000000000, propagate_forward_time: 16.5768280029, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7612895966
validation[          , genome  5567] predictions:    9761/  10000 (97.61%), best:    9780/10000 (97.80%), error:       783.19641, best error:       718.31293 on epoch:    17, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 219.5279388428s, input_fired_time: 2.8231146336, output_fired_time: 2.8748657703, propagate_forward_time: 81.1237411499, propagate_backward_time: 128.5406494141, weight_update_time: 0.2470709383, other_time: 4.1655578613
epoch time: 16.7957954407s, input_fired_time: 0.3366543055, output_fired_time: 0.0000000000, propagate_forward_time: 15.7217235565, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7374172211
validation[          , genome  5567] predictions:    9761/  10000 (97.61%), best:    9780/10000 (97.80%), error:       784.02350, best error:       718.31293 on epoch:    17, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 217.7079620361s, input_fired_time: 2.8143982887, output_fired_time: 2.8591635227, propagate_forward_time: 80.6751861572, propagate_backward_time: 127.2056808472, weight_update_time: 0.2421850711, other_time: 4.1535415649
epoch time: 17.3369827271s, input_fired_time: 0.3520575762, output_fired_time: 0.0000000000, propagate_forward_time: 16.2309913635, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7539329529
validation[          , genome  5567] predictions:    9774/  10000 (97.74%), best:    9780/10000 (97.80%), error:       776.25055, best error:       718.31293 on epoch:    17, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 218.5528411865s, input_fired_time: 2.8344993591, output_fired_time: 2.8649108410, propagate_forward_time: 80.7459182739, propagate_backward_time: 127.9255905151, weight_update_time: 0.2467975765, other_time: 4.1819229126
epoch time: 17.5182132721s, input_fired_time: 0.3532612622, output_fired_time: 0.0000000000, propagate_forward_time: 16.4069366455, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7580146790
validation[          , genome  5567] predictions:    9751/  10000 (97.51%), best:    9780/10000 (97.80%), error:       776.43567, best error:       718.31293 on epoch:    17, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 220.7198486328s, input_fired_time: 2.8359391689, output_fired_time: 2.9142634869, propagate_forward_time: 81.7026977539, propagate_backward_time: 129.0780334473, weight_update_time: 0.2454901338, other_time: 4.1889190674
epoch time: 17.4021053314s, input_fired_time: 0.3483090401, output_fired_time: 0.0000000000, propagate_forward_time: 16.3092708588, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7445259094
validation[          , genome  5567] predictions:    9743/  10000 (97.43%), best:    9780/10000 (97.80%), error:       817.98975, best error:       718.31293 on epoch:    17, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 219.8918609619s, input_fired_time: 2.8365340233, output_fired_time: 2.8769783974, propagate_forward_time: 81.3978271484, propagate_backward_time: 128.6043243408, weight_update_time: 0.2478509992, other_time: 4.1761932373
epoch time: 17.3871612549s, input_fired_time: 0.3550265729, output_fired_time: 0.0000000000, propagate_forward_time: 16.2665233612, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7656116486
validation[          , genome  5567] predictions:    9757/  10000 (97.57%), best:    9780/10000 (97.80%), error:       795.03931, best error:       718.31293 on epoch:    17, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 220.3506927490s, input_fired_time: 2.8331232071, output_fired_time: 2.8988332748, propagate_forward_time: 81.2523269653, propagate_backward_time: 129.1771850586, weight_update_time: 0.2435945123, other_time: 4.1892089844
epoch time: 17.3230991364s, input_fired_time: 0.3490076065, output_fired_time: 0.0000000000, propagate_forward_time: 16.2256126404, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7484779358
validation[          , genome  5567] predictions:    9723/  10000 (97.23%), best:    9780/10000 (97.80%), error:       885.71539, best error:       718.31293 on epoch:    17, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 220.7838745117s, input_fired_time: 2.8431012630, output_fired_time: 2.8954291344, propagate_forward_time: 81.6207122803, propagate_backward_time: 129.2326202393, weight_update_time: 0.2466969937, other_time: 4.1920166016
epoch time: 17.1317596436s, input_fired_time: 0.3475019634, output_fired_time: 0.0000000000, propagate_forward_time: 16.0358352661, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7484226227
validation[          , genome  5567] predictions:    9764/  10000 (97.64%), best:    9780/10000 (97.80%), error:       756.03967, best error:       718.31293 on epoch:    17, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 220.8034973145s, input_fired_time: 2.8351435661, output_fired_time: 2.9010233879, propagate_forward_time: 81.4017791748, propagate_backward_time: 129.4674530029, weight_update_time: 0.2460130602, other_time: 4.1981048584
epoch time: 17.6611404419s, input_fired_time: 0.3523220420, output_fired_time: 0.0000000000, propagate_forward_time: 16.5545215607, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7542972565
validation[          , genome  5567] predictions:    9774/  10000 (97.74%), best:    9780/10000 (97.80%), error:       768.82263, best error:       718.31293 on epoch:    17, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 219.5963897705s, input_fired_time: 2.8250236511, output_fired_time: 2.8796184063, propagate_forward_time: 80.9055023193, propagate_backward_time: 128.7911529541, weight_update_time: 0.2475019097, other_time: 4.1950836182
epoch time: 17.2394733429s, input_fired_time: 0.3557779491, output_fired_time: 0.0000000000, propagate_forward_time: 16.1289539337, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7547416687
validation[          , genome  5567] predictions:    9733/  10000 (97.33%), best:    9780/10000 (97.80%), error:       826.96088, best error:       718.31293 on epoch:    17, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 218.8696441650s, input_fired_time: 2.8389580250, output_fired_time: 2.8597142696, propagate_forward_time: 80.9216079712, propagate_backward_time: 128.0747222900, weight_update_time: 0.2463039011, other_time: 4.1746368408
epoch time: 17.3128929138s, input_fired_time: 0.3506703079, output_fired_time: 0.0000000000, propagate_forward_time: 16.2036437988, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7585792542
validation[          , genome  5567] predictions:    9745/  10000 (97.45%), best:    9780/10000 (97.80%), error:       855.37909, best error:       718.31293 on epoch:    17, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 219.4457550049s, input_fired_time: 2.8377525806, output_fired_time: 2.8668920994, propagate_forward_time: 81.3888015747, propagate_backward_time: 128.1853942871, weight_update_time: 0.2469372600, other_time: 4.1669006348
epoch time: 17.5974788666s, input_fired_time: 0.3530271351, output_fired_time: 0.0000000000, propagate_forward_time: 16.4863014221, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7581501007
validation[          , genome  5567] predictions:    9782/  10000 (97.82%), best:    9782/10000 (97.82%), error:       718.15222, best error:       718.15222 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 219.0831909180s, input_fired_time: 2.8283579350, output_fired_time: 2.8684606552, propagate_forward_time: 80.9339294434, propagate_backward_time: 128.3103942871, weight_update_time: 0.2423337847, other_time: 4.1420593262
epoch time: 17.3323287964s, input_fired_time: 0.3528129756, output_fired_time: 0.0000000000, propagate_forward_time: 16.2231464386, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7563686371
validation[          , genome  5567] predictions:    9746/  10000 (97.46%), best:    9782/10000 (97.82%), error:       800.22534, best error:       718.15222 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 219.5405426025s, input_fired_time: 2.8341579437, output_fired_time: 2.8842856884, propagate_forward_time: 81.1703720093, propagate_backward_time: 128.4738159180, weight_update_time: 0.2454256117, other_time: 4.1779174805
epoch time: 17.0587368011s, input_fired_time: 0.3477071524, output_fired_time: 0.0000000000, propagate_forward_time: 15.9663381577, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7446908951
validation[          , genome  5567] predictions:    9783/  10000 (97.83%), best:    9783/10000 (97.83%), error:       691.51862, best error:       691.51862 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 220.1307220459s, input_fired_time: 2.8432271481, output_fired_time: 2.8973248005, propagate_forward_time: 81.3026351929, propagate_backward_time: 128.9122467041, weight_update_time: 0.2468260974, other_time: 4.1752777100
epoch time: 17.3838500977s, input_fired_time: 0.3570088148, output_fired_time: 0.0000000000, propagate_forward_time: 16.2720603943, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7547817230
validation[          , genome  5567] predictions:    9793/  10000 (97.93%), best:    9793/10000 (97.93%), error:       667.23932, best error:       667.23932 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 218.2631530762s, input_fired_time: 2.8336603642, output_fired_time: 2.8744924068, propagate_forward_time: 80.5017929077, propagate_backward_time: 127.9104309082, weight_update_time: 0.2435343117, other_time: 4.1427612305
epoch time: 17.1706752777s, input_fired_time: 0.3510163128, output_fired_time: 0.0000000000, propagate_forward_time: 16.0681648254, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7514934540
validation[          , genome  5567] predictions:    9757/  10000 (97.57%), best:    9793/10000 (97.93%), error:       780.59113, best error:       667.23932 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 218.6018676758s, input_fired_time: 2.8283817768, output_fired_time: 2.8673737049, propagate_forward_time: 80.7571945190, propagate_backward_time: 128.0091552734, weight_update_time: 0.2413944751, other_time: 4.1397705078
epoch time: 17.5956802368s, input_fired_time: 0.3547143042, output_fired_time: 0.0000000000, propagate_forward_time: 16.4899368286, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7510299683
validation[          , genome  5567] predictions:    9732/  10000 (97.32%), best:    9793/10000 (97.93%), error:       844.61078, best error:       667.23932 on epoch:    44, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 220.7061309814s, input_fired_time: 2.8327331543, output_fired_time: 2.8996770382, propagate_forward_time: 81.3468246460, propagate_backward_time: 129.4561462402, weight_update_time: 0.2487262040, other_time: 4.1707458496
epoch time: 17.5481605530s, input_fired_time: 0.3552993238, output_fired_time: 0.0000000000, propagate_forward_time: 16.4492130280, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7436485291
validation[          , genome  5567] predictions:    9772/  10000 (97.72%), best:    9793/10000 (97.93%), error:       773.14996, best error:       667.23932 on epoch:    44, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 220.1742706299s, input_fired_time: 2.8418698311, output_fired_time: 2.8868122101, propagate_forward_time: 81.4255371094, propagate_backward_time: 128.8334350586, weight_update_time: 0.2434610128, other_time: 4.1866149902
epoch time: 17.3907356262s, input_fired_time: 0.3518496156, output_fired_time: 0.0000000000, propagate_forward_time: 16.2893772125, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7495079041
validation[          , genome  5567] predictions:    9726/  10000 (97.26%), best:    9793/10000 (97.93%), error:       882.28320, best error:       667.23932 on epoch:    44, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 219.9258575439s, input_fired_time: 2.8304107189, output_fired_time: 2.8865144253, propagate_forward_time: 81.3422241211, propagate_backward_time: 128.7180786133, weight_update_time: 0.2443687767, other_time: 4.1486206055
epoch time: 17.1920719147s, input_fired_time: 0.3532800674, output_fired_time: 0.0000000000, propagate_forward_time: 16.0930824280, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7457084656
validation[          , genome  5567] predictions:    9777/  10000 (97.77%), best:    9793/10000 (97.93%), error:       725.87543, best error:       667.23932 on epoch:    44, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 221.2956695557s, input_fired_time: 2.8621506691, output_fired_time: 2.9034614563, propagate_forward_time: 81.9606475830, propagate_backward_time: 129.3919525146, weight_update_time: 0.2462913990, other_time: 4.1774597168
epoch time: 17.3346786499s, input_fired_time: 0.3473266065, output_fired_time: 0.0000000000, propagate_forward_time: 16.2439594269, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7433929443
validation[          , genome  5567] predictions:    9734/  10000 (97.34%), best:    9793/10000 (97.93%), error:       963.32385, best error:       667.23932 on epoch:    44, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 220.8990325928s, input_fired_time: 2.8469409943, output_fired_time: 2.8956866264, propagate_forward_time: 81.8728866577, propagate_backward_time: 129.1133880615, weight_update_time: 0.2466551661, other_time: 4.1701202393
epoch time: 17.4953937531s, input_fired_time: 0.3527266085, output_fired_time: 0.0000000000, propagate_forward_time: 16.3886852264, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7539825439
validation[          , genome  5567] predictions:    9783/  10000 (97.83%), best:    9793/10000 (97.93%), error:       721.30780, best error:       667.23932 on epoch:    44, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 220.1234588623s, input_fired_time: 2.8374519348, output_fired_time: 2.8943948746, propagate_forward_time: 81.3207168579, propagate_backward_time: 128.8931884766, weight_update_time: 0.2459668815, other_time: 4.1777038574
epoch time: 17.4014911652s, input_fired_time: 0.3535884917, output_fired_time: 0.0000000000, propagate_forward_time: 16.2984313965, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7494716644
validation[          , genome  5567] predictions:    9695/  10000 (96.95%), best:    9793/10000 (97.93%), error:       981.06140, best error:       667.23932 on epoch:    44, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 220.3499603271s, input_fired_time: 2.8449888229, output_fired_time: 2.8848850727, propagate_forward_time: 81.6245193481, propagate_backward_time: 128.8242340088, weight_update_time: 0.2422963381, other_time: 4.1713409424
epoch time: 17.2225818634s, input_fired_time: 0.3486331999, output_fired_time: 0.0000000000, propagate_forward_time: 16.1318435669, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7421054840
validation[          , genome  5567] predictions:    9747/  10000 (97.47%), best:    9793/10000 (97.93%), error:       797.75391, best error:       667.23932 on epoch:    44, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 218.8161621094s, input_fired_time: 2.8547742367, output_fired_time: 2.8958954811, propagate_forward_time: 80.9414672852, propagate_backward_time: 127.9492340088, weight_update_time: 0.2468313426, other_time: 4.1748046875
epoch time: 17.4694938660s, input_fired_time: 0.3539878130, output_fired_time: 0.0000000000, propagate_forward_time: 16.3664207458, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7490844727
validation[          , genome  5567] predictions:    9797/  10000 (97.97%), best:    9797/10000 (97.97%), error:       644.11621, best error:       644.11621 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 218.3511047363s, input_fired_time: 2.8285531998, output_fired_time: 2.8620197773, propagate_forward_time: 80.8155670166, propagate_backward_time: 127.7127227783, weight_update_time: 0.2433950752, other_time: 4.1322479248
epoch time: 17.2296905518s, input_fired_time: 0.3568507135, output_fired_time: 0.0000000000, propagate_forward_time: 16.1135692596, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7592697144
validation[          , genome  5567] predictions:    9775/  10000 (97.75%), best:    9797/10000 (97.97%), error:       684.61169, best error:       644.11621 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 219.0690765381s, input_fired_time: 2.8410804272, output_fired_time: 2.8748998642, propagate_forward_time: 80.9404144287, propagate_backward_time: 128.2359008789, weight_update_time: 0.2442640066, other_time: 4.1767883301
epoch time: 17.4615516663s, input_fired_time: 0.3565178216, output_fired_time: 0.0000000000, propagate_forward_time: 16.3498630524, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7551708221
validation[          , genome  5567] predictions:    9764/  10000 (97.64%), best:    9797/10000 (97.97%), error:       789.27722, best error:       644.11621 on epoch:    54, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 219.9245758057s, input_fired_time: 2.8507068157, output_fired_time: 2.8965113163, propagate_forward_time: 81.2695465088, propagate_backward_time: 128.7232666016, weight_update_time: 0.2474773675, other_time: 4.1845397949
epoch time: 17.4524135590s, input_fired_time: 0.3560418785, output_fired_time: 0.0000000000, propagate_forward_time: 16.3418560028, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7545166016
validation[          , genome  5567] predictions:    9691/  10000 (96.91%), best:    9797/10000 (97.97%), error:      1044.79224, best error:       644.11621 on epoch:    54, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 220.0923004150s, input_fired_time: 2.8488895893, output_fired_time: 2.8827941418, propagate_forward_time: 81.4971771240, propagate_backward_time: 128.6926727295, weight_update_time: 0.2420625985, other_time: 4.1707611084
epoch time: 17.3102684021s, input_fired_time: 0.3557284474, output_fired_time: 0.0000000000, propagate_forward_time: 16.2089538574, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7455863953
validation[          , genome  5567] predictions:    9770/  10000 (97.70%), best:    9797/10000 (97.97%), error:       741.46881, best error:       644.11621 on epoch:    54, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 218.7547760010s, input_fired_time: 2.8418815136, output_fired_time: 2.8775570393, propagate_forward_time: 80.8336944580, propagate_backward_time: 128.0630035400, weight_update_time: 0.2454781532, other_time: 4.1386260986
epoch time: 17.5697441101s, input_fired_time: 0.3603490293, output_fired_time: 0.0000000000, propagate_forward_time: 16.4572639465, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7521305084
validation[          , genome  5567] predictions:    9763/  10000 (97.63%), best:    9797/10000 (97.97%), error:       776.74561, best error:       644.11621 on epoch:    54, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 219.3246917725s, input_fired_time: 2.8547961712, output_fired_time: 2.8731153011, propagate_forward_time: 80.6972808838, propagate_backward_time: 128.7264251709, weight_update_time: 0.2443442494, other_time: 4.1730804443
epoch time: 17.6898918152s, input_fired_time: 0.3597640991, output_fired_time: 0.0000000000, propagate_forward_time: 16.5697975159, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7603302002
validation[          , genome  5567] predictions:    9782/  10000 (97.82%), best:    9797/10000 (97.97%), error:       717.04944, best error:       644.11621 on epoch:    54, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 221.1888427734s, input_fired_time: 2.8615007401, output_fired_time: 2.9102344513, propagate_forward_time: 81.5467529297, propagate_backward_time: 129.6760406494, weight_update_time: 0.2482271045, other_time: 4.1943206787
epoch time: 17.1557064056s, input_fired_time: 0.3538337648, output_fired_time: 0.0000000000, propagate_forward_time: 16.0517368317, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7501354218
validation[          , genome  5567] predictions:    9756/  10000 (97.56%), best:    9797/10000 (97.97%), error:       809.07288, best error:       644.11621 on epoch:    54, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 220.2454833984s, input_fired_time: 2.8521394730, output_fired_time: 2.8798203468, propagate_forward_time: 81.4430618286, propagate_backward_time: 128.8990325928, weight_update_time: 0.2452291548, other_time: 4.1714324951
epoch time: 17.5382537842s, input_fired_time: 0.3555116653, output_fired_time: 0.0000000000, propagate_forward_time: 16.4325981140, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7501449585
validation[          , genome  5567] predictions:    9803/  10000 (98.03%), best:    9797/10000 (97.97%), error:       686.71631, best error:       644.11621 on epoch:    54, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 220.7591705322s, input_fired_time: 2.8533911705, output_fired_time: 2.8866899014, propagate_forward_time: 81.6192245483, propagate_backward_time: 129.2225341797, weight_update_time: 0.2479831576, other_time: 4.1773376465
epoch time: 17.1455059052s, input_fired_time: 0.3515224755, output_fired_time: 0.0000000000, propagate_forward_time: 16.0488166809, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7451667786
validation[          , genome  5567] predictions:    9733/  10000 (97.33%), best:    9797/10000 (97.97%), error:       829.98547, best error:       644.11621 on epoch:    54, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 220.2398071289s, input_fired_time: 2.8570935726, output_fired_time: 2.8955965042, propagate_forward_time: 81.5838165283, propagate_backward_time: 128.7278900146, weight_update_time: 0.2473258823, other_time: 4.1754150391
epoch time: 17.7415103912s, input_fired_time: 0.3565849662, output_fired_time: 0.0000000000, propagate_forward_time: 16.6363754272, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7485504150
validation[          , genome  5567] predictions:    9780/  10000 (97.80%), best:    9797/10000 (97.97%), error:       715.80573, best error:       644.11621 on epoch:    54, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 220.8133697510s, input_fired_time: 2.8475780487, output_fired_time: 2.8902220726, propagate_forward_time: 81.6375122070, propagate_backward_time: 129.2715148926, weight_update_time: 0.2461609989, other_time: 4.1665344238
epoch time: 17.2390747070s, input_fired_time: 0.3543786705, output_fired_time: 0.0000000000, propagate_forward_time: 16.1436729431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7410240173
validation[          , genome  5567] predictions:    9740/  10000 (97.40%), best:    9797/10000 (97.97%), error:       850.95654, best error:       644.11621 on epoch:    54, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 220.4284210205s, input_fired_time: 2.8618471622, output_fired_time: 2.8741188049, propagate_forward_time: 81.6349258423, propagate_backward_time: 128.8800354004, weight_update_time: 0.2454795688, other_time: 4.1774902344
epoch time: 17.3139991760s, input_fired_time: 0.3532687426, output_fired_time: 0.0000000000, propagate_forward_time: 16.2064189911, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7543106079
validation[          , genome  5567] predictions:    9752/  10000 (97.52%), best:    9797/10000 (97.97%), error:       831.05853, best error:       644.11621 on epoch:    54, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 219.7225189209s, input_fired_time: 2.8462154865, output_fired_time: 2.8996088505, propagate_forward_time: 81.1075515747, propagate_backward_time: 128.6997222900, weight_update_time: 0.2425777614, other_time: 4.1694183350
epoch time: 17.4436988831s, input_fired_time: 0.3588346243, output_fired_time: 0.0000000000, propagate_forward_time: 16.3212375641, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7636260986
validation[          , genome  5567] predictions:    9730/  10000 (97.30%), best:    9797/10000 (97.97%), error:       828.76135, best error:       644.11621 on epoch:    54, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 219.3683776855s, input_fired_time: 2.8467674255, output_fired_time: 2.8855888844, propagate_forward_time: 80.9598999023, propagate_backward_time: 128.5205993652, weight_update_time: 0.2450485080, other_time: 4.1555175781
epoch time: 17.0905437469s, input_fired_time: 0.3567221761, output_fired_time: 0.0000000000, propagate_forward_time: 15.9934930801, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7403287888
validation[          , genome  5567] predictions:    9767/  10000 (97.67%), best:    9797/10000 (97.97%), error:       747.18390, best error:       644.11621 on epoch:    54, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 219.9283752441s, input_fired_time: 2.8584544659, output_fired_time: 2.8850219250, propagate_forward_time: 81.2136459351, propagate_backward_time: 128.8251342773, weight_update_time: 0.2441006750, other_time: 4.1461181641
epoch time: 17.8247013092s, input_fired_time: 0.3613137007, output_fired_time: 0.0000000000, propagate_forward_time: 16.7113227844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7520656586
validation[          , genome  5567] predictions:    9772/  10000 (97.72%), best:    9797/10000 (97.97%), error:       818.72687, best error:       644.11621 on epoch:    54, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 218.7251129150s, input_fired_time: 2.8423666954, output_fired_time: 2.8706886768, propagate_forward_time: 80.5143127441, propagate_backward_time: 128.3111724854, weight_update_time: 0.2444518805, other_time: 4.1865844727
epoch time: 17.6768093109s, input_fired_time: 0.3616881669, output_fired_time: 0.0000000000, propagate_forward_time: 16.5656757355, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7494449615
validation[          , genome  5567] predictions:    9778/  10000 (97.78%), best:    9797/10000 (97.97%), error:       751.88641, best error:       644.11621 on epoch:    54, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 221.0330047607s, input_fired_time: 2.8566825390, output_fired_time: 2.8881568909, propagate_forward_time: 81.3276672363, propagate_backward_time: 129.7735137939, weight_update_time: 0.2444030643, other_time: 4.1869812012
epoch time: 17.8187561035s, input_fired_time: 0.3593367338, output_fired_time: 0.0000000000, propagate_forward_time: 16.7073040009, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7521152496
validation[          , genome  5567] predictions:    9784/  10000 (97.84%), best:    9797/10000 (97.97%), error:       723.96204, best error:       644.11621 on epoch:    54, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 217.1737976074s, input_fired_time: 2.8274323940, output_fired_time: 2.8561124802, propagate_forward_time: 80.0840835571, propagate_backward_time: 127.2534179688, weight_update_time: 0.2427095026, other_time: 4.1527404785
epoch time: 17.2569484711s, input_fired_time: 0.3573315740, output_fired_time: 0.0000000000, propagate_forward_time: 16.1445140839, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7551021576
validation[          , genome  5567] predictions:    9723/  10000 (97.23%), best:    9797/10000 (97.97%), error:       918.43396, best error:       644.11621 on epoch:    54, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 216.9506683350s, input_fired_time: 2.8296782970, output_fired_time: 2.8514835835, propagate_forward_time: 79.9410476685, propagate_backward_time: 127.2104949951, weight_update_time: 0.2424628139, other_time: 4.1179656982
epoch time: 17.6335487366s, input_fired_time: 0.3643289506, output_fired_time: 0.0000000000, propagate_forward_time: 16.5015506744, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7676696777
validation[          , genome  5567] predictions:    9765/  10000 (97.65%), best:    9797/10000 (97.97%), error:       756.10669, best error:       644.11621 on epoch:    54, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 220.3896636963s, input_fired_time: 2.8609380722, output_fired_time: 2.9020507336, propagate_forward_time: 81.5107650757, propagate_backward_time: 128.9651794434, weight_update_time: 0.2466524392, other_time: 4.1507263184
epoch time: 17.4902267456s, input_fired_time: 0.3595337868, output_fired_time: 0.0000000000, propagate_forward_time: 16.3713054657, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7593879700
validation[          , genome  5567] predictions:    9768/  10000 (97.68%), best:    9797/10000 (97.97%), error:       750.02448, best error:       644.11621 on epoch:    54, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 219.5242919922s, input_fired_time: 2.8560888767, output_fired_time: 2.8730163574, propagate_forward_time: 81.0766296387, propagate_backward_time: 128.5543060303, weight_update_time: 0.2484376878, other_time: 4.1642456055
epoch time: 17.3377990723s, input_fired_time: 0.3569376171, output_fired_time: 0.0000000000, propagate_forward_time: 16.2329998016, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7478618622
validation[          , genome  5567] predictions:    9784/  10000 (97.84%), best:    9797/10000 (97.97%), error:       744.76776, best error:       644.11621 on epoch:    54, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 219.9901885986s, input_fired_time: 2.8539330959, output_fired_time: 2.8888058662, propagate_forward_time: 81.2358474731, propagate_backward_time: 128.8492736816, weight_update_time: 0.2456784993, other_time: 4.1623229980
epoch time: 17.5481109619s, input_fired_time: 0.3612456024, output_fired_time: 0.0000000000, propagate_forward_time: 16.4281330109, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7587318420
validation[          , genome  5567] predictions:    9759/  10000 (97.59%), best:    9797/10000 (97.97%), error:       832.62335, best error:       644.11621 on epoch:    54, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 219.8088836670s, input_fired_time: 2.8691687584, output_fired_time: 2.8864645958, propagate_forward_time: 81.1999435425, propagate_backward_time: 128.6811676025, weight_update_time: 0.2450498492, other_time: 4.1721343994
epoch time: 17.2621002197s, input_fired_time: 0.3563259542, output_fired_time: 0.0000000000, propagate_forward_time: 16.1633625031, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7424125671
validation[          , genome  5567] predictions:    9746/  10000 (97.46%), best:    9797/10000 (97.97%), error:       853.19946, best error:       644.11621 on epoch:    54, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 219.6488800049s, input_fired_time: 2.8586232662, output_fired_time: 2.8759605885, propagate_forward_time: 81.0388793945, propagate_backward_time: 128.7194519043, weight_update_time: 0.2484657913, other_time: 4.1559600830
epoch time: 17.7400131226s, input_fired_time: 0.3600583076, output_fired_time: 0.0000000000, propagate_forward_time: 16.6244716644, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7554836273
validation[          , genome  5567] predictions:    9766/  10000 (97.66%), best:    9797/10000 (97.97%), error:       771.28009, best error:       644.11621 on epoch:    54, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 219.4014434814s, input_fired_time: 2.8613309860, output_fired_time: 2.8941431046, propagate_forward_time: 81.0816574097, propagate_backward_time: 128.4065399170, weight_update_time: 0.2453431785, other_time: 4.1577606201
epoch time: 17.2872524261s, input_fired_time: 0.3560818732, output_fired_time: 0.0000000000, propagate_forward_time: 16.1762371063, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7549343109
validation[          , genome  5567] predictions:    9756/  10000 (97.56%), best:    9797/10000 (97.97%), error:       823.81244, best error:       644.11621 on epoch:    54, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 221.3002624512s, input_fired_time: 2.8618516922, output_fired_time: 2.9349703789, propagate_forward_time: 81.6780014038, propagate_backward_time: 129.6448059082, weight_update_time: 0.2434208989, other_time: 4.1806335449
epoch time: 17.5554752350s, input_fired_time: 0.3558976650, output_fired_time: 0.0000000000, propagate_forward_time: 16.4500408173, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7495365143
validation[          , genome  5567] predictions:    9716/  10000 (97.16%), best:    9797/10000 (97.97%), error:       982.47260, best error:       644.11621 on epoch:    54, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 217.8121032715s, input_fired_time: 2.8460369110, output_fired_time: 2.8718516827, propagate_forward_time: 80.7738571167, propagate_backward_time: 127.1914291382, weight_update_time: 0.2398536801, other_time: 4.1289138794
epoch time: 16.7562885284s, input_fired_time: 0.3531255126, output_fired_time: 0.0000000000, propagate_forward_time: 15.6650581360, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7381057739
validation[          , genome  5567] predictions:    9768/  10000 (97.68%), best:    9797/10000 (97.97%), error:       769.77313, best error:       644.11621 on epoch:    54, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 218.9089813232s, input_fired_time: 2.8436989784, output_fired_time: 2.8537154198, propagate_forward_time: 81.0463409424, propagate_backward_time: 128.0223388672, weight_update_time: 0.2455154359, other_time: 4.1428833008
epoch time: 17.2295169830s, input_fired_time: 0.3600654900, output_fired_time: 0.0000000000, propagate_forward_time: 16.1280231476, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7414283752
validation[          , genome  5567] predictions:    9786/  10000 (97.86%), best:    9797/10000 (97.97%), error:       743.98230, best error:       644.11621 on epoch:    54, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 220.1250610352s, input_fired_time: 2.8564507961, output_fired_time: 2.8780920506, propagate_forward_time: 81.1213378906, propagate_backward_time: 129.1076812744, weight_update_time: 0.2438530773, other_time: 4.1614990234
epoch time: 17.4150409698s, input_fired_time: 0.3583617806, output_fired_time: 0.0000000000, propagate_forward_time: 16.3113918304, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7452869415
validation[          , genome  5567] predictions:    9788/  10000 (97.88%), best:    9797/10000 (97.97%), error:       732.20074, best error:       644.11621 on epoch:    54, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 220.4262237549s, input_fired_time: 2.8695874214, output_fired_time: 2.8816919327, propagate_forward_time: 81.4934082031, propagate_backward_time: 129.0175170898, weight_update_time: 0.2441068441, other_time: 4.1640167236
epoch time: 17.4838123322s, input_fired_time: 0.3571428955, output_fired_time: 0.0000000000, propagate_forward_time: 16.3713359833, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7553329468
validation[          , genome  5567] predictions:    9788/  10000 (97.88%), best:    9797/10000 (97.97%), error:       689.25653, best error:       644.11621 on epoch:    54, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 221.7376251221s, input_fired_time: 2.8737821579, output_fired_time: 2.9080364704, propagate_forward_time: 81.9210662842, propagate_backward_time: 129.8276672363, weight_update_time: 0.2523615360, other_time: 4.2070770264
epoch time: 17.7859954834s, input_fired_time: 0.3637236357, output_fired_time: 0.0000000000, propagate_forward_time: 16.6641407013, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7581310272
validation[          , genome  5567] predictions:    9776/  10000 (97.76%), best:    9797/10000 (97.97%), error:       777.58691, best error:       644.11621 on epoch:    54, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 220.0383911133s, input_fired_time: 2.8664708138, output_fired_time: 2.8858218193, propagate_forward_time: 81.4269866943, propagate_backward_time: 128.6922302246, weight_update_time: 0.2449936718, other_time: 4.1668853760
epoch time: 17.6836757660s, input_fired_time: 0.3638417423, output_fired_time: 0.0000000000, propagate_forward_time: 16.5651969910, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7546367645
validation[          , genome  5567] predictions:    9738/  10000 (97.38%), best:    9797/10000 (97.97%), error:       912.57782, best error:       644.11621 on epoch:    54, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 219.8721466064s, input_fired_time: 2.8681807518, output_fired_time: 2.8937139511, propagate_forward_time: 81.1153793335, propagate_backward_time: 128.8259735107, weight_update_time: 0.2453374714, other_time: 4.1688995361
epoch time: 17.3466835022s, input_fired_time: 0.3600686193, output_fired_time: 0.0000000000, propagate_forward_time: 16.2253913879, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7612228394
validation[          , genome  5567] predictions:    9748/  10000 (97.48%), best:    9797/10000 (97.97%), error:       843.87402, best error:       644.11621 on epoch:    54, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 218.5119018555s, input_fired_time: 2.8512544632, output_fired_time: 2.8711633682, propagate_forward_time: 80.7346343994, propagate_backward_time: 127.8991546631, weight_update_time: 0.2436496764, other_time: 4.1556854248
epoch time: 17.8538684845s, input_fired_time: 0.3585909903, output_fired_time: 0.0000000000, propagate_forward_time: 16.7505550385, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7447223663
validation[          , genome  5567] predictions:    9779/  10000 (97.79%), best:    9797/10000 (97.97%), error:       747.64087, best error:       644.11621 on epoch:    54, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 219.8201599121s, input_fired_time: 2.8569591045, output_fired_time: 2.8768012524, propagate_forward_time: 81.1454467773, propagate_backward_time: 128.8036804199, weight_update_time: 0.2462184429, other_time: 4.1372680664
epoch time: 17.2501106262s, input_fired_time: 0.3533133864, output_fired_time: 0.0000000000, propagate_forward_time: 16.1476821899, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7491149902
validation[          , genome  5567] predictions:    9755/  10000 (97.55%), best:    9797/10000 (97.97%), error:       809.11530, best error:       644.11621 on epoch:    54, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 220.2525329590s, input_fired_time: 2.8674988747, output_fired_time: 2.8900864124, propagate_forward_time: 81.4734497070, propagate_backward_time: 128.8779754639, weight_update_time: 0.2408814579, other_time: 4.1435241699
epoch time: 17.5720634460s, input_fired_time: 0.3621853590, output_fired_time: 0.0000000000, propagate_forward_time: 16.4617404938, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7481384277
validation[          , genome  5567] predictions:    9685/  10000 (96.85%), best:    9797/10000 (97.97%), error:      1048.40662, best error:       644.11621 on epoch:    54, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 221.0961761475s, input_fired_time: 2.8696062565, output_fired_time: 2.8908450603, propagate_forward_time: 81.8690109253, propagate_backward_time: 129.3203887939, weight_update_time: 0.2436081320, other_time: 4.1463165283
epoch time: 17.3479309082s, input_fired_time: 0.3587076962, output_fired_time: 0.0000000000, propagate_forward_time: 16.2492084503, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7400150299
validation[          , genome  5567] predictions:    9787/  10000 (97.87%), best:    9797/10000 (97.97%), error:       718.77216, best error:       644.11621 on epoch:    54, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 220.3320007324s, input_fired_time: 2.8749680519, output_fired_time: 2.8738372326, propagate_forward_time: 81.6895217896, propagate_backward_time: 128.7384338379, weight_update_time: 0.2429544181, other_time: 4.1552429199
epoch time: 16.9865951538s, input_fired_time: 0.3513326645, output_fired_time: 0.0000000000, propagate_forward_time: 15.8970651627, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7381963730
validation[          , genome  5567] predictions:    9776/  10000 (97.76%), best:    9797/10000 (97.97%), error:       748.67017, best error:       644.11621 on epoch:    54, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 220.7657928467s, input_fired_time: 2.8592119217, output_fired_time: 2.9077692032, propagate_forward_time: 81.6524200439, propagate_backward_time: 129.2046661377, weight_update_time: 0.2445190698, other_time: 4.1417236328
epoch time: 17.4092617035s, input_fired_time: 0.3605470657, output_fired_time: 0.0000000000, propagate_forward_time: 16.2998752594, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7488384247
validation[          , genome  5567] predictions:    9784/  10000 (97.84%), best:    9797/10000 (97.97%), error:       728.24194, best error:       644.11621 on epoch:    54, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 219.9884033203s, input_fired_time: 2.8783128262, output_fired_time: 2.8917765617, propagate_forward_time: 81.4896774292, propagate_backward_time: 128.5932617188, weight_update_time: 0.2442128509, other_time: 4.1353759766
epoch time: 17.0682754517s, input_fired_time: 0.3551407754, output_fired_time: 0.0000000000, propagate_forward_time: 15.9643373489, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7487974167
validation[          , genome  5567] predictions:    9778/  10000 (97.78%), best:    9797/10000 (97.97%), error:       726.52258, best error:       644.11621 on epoch:    54, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 220.4843902588s, input_fired_time: 2.8804714680, output_fired_time: 2.8929331303, propagate_forward_time: 81.7199554443, propagate_backward_time: 128.8567199707, weight_update_time: 0.2420883924, other_time: 4.1343078613
epoch time: 17.2608413696s, input_fired_time: 0.3658959866, output_fired_time: 0.0000000000, propagate_forward_time: 16.1323013306, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7626438141
validation[          , genome  5567] predictions:    9765/  10000 (97.65%), best:    9797/10000 (97.97%), error:       787.53748, best error:       644.11621 on epoch:    54, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 220.0397186279s, input_fired_time: 2.8716814518, output_fired_time: 2.8641967773, propagate_forward_time: 81.7519607544, propagate_backward_time: 128.4152221680, weight_update_time: 0.2444412708, other_time: 4.1366577148
epoch time: 17.4737644196s, input_fired_time: 0.3590259254, output_fired_time: 0.0000000000, propagate_forward_time: 16.3703041077, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7444343567
validation[          , genome  5567] predictions:    9776/  10000 (97.76%), best:    9797/10000 (97.97%), error:       741.72760, best error:       644.11621 on epoch:    54, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 222.4458312988s, input_fired_time: 2.8895494938, output_fired_time: 2.9136474133, propagate_forward_time: 82.2867279053, propagate_backward_time: 130.2063446045, weight_update_time: 0.2479088753, other_time: 4.1495513916
epoch time: 17.6531467438s, input_fired_time: 0.3590842485, output_fired_time: 0.0000000000, propagate_forward_time: 16.5339241028, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7601375580
validation[          , genome  5567] predictions:    9764/  10000 (97.64%), best:    9797/10000 (97.97%), error:       827.78412, best error:       644.11621 on epoch:    54, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 220.6908874512s, input_fired_time: 2.8679733276, output_fired_time: 2.8853604794, propagate_forward_time: 81.6997680664, propagate_backward_time: 129.0820770264, weight_update_time: 0.2454512864, other_time: 4.1557006836
epoch time: 17.5146141052s, input_fired_time: 0.3609451652, output_fired_time: 0.0000000000, propagate_forward_time: 16.4168529510, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7368164063
validation[          , genome  5567] predictions:    9730/  10000 (97.30%), best:    9797/10000 (97.97%), error:       919.41827, best error:       644.11621 on epoch:    54, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 221.7623443604s, input_fired_time: 2.8862686157, output_fired_time: 2.8882596493, propagate_forward_time: 82.1508941650, propagate_backward_time: 129.6787719727, weight_update_time: 0.2458444536, other_time: 4.1581420898
epoch time: 17.3858833313s, input_fired_time: 0.3620069623, output_fired_time: 0.0000000000, propagate_forward_time: 16.2819290161, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7419471741
validation[          , genome  5567] predictions:    9715/  10000 (97.15%), best:    9797/10000 (97.97%), error:       947.07703, best error:       644.11621 on epoch:    54, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 220.6800842285s, input_fired_time: 2.8710374832, output_fired_time: 2.8979763985, propagate_forward_time: 81.6072387695, propagate_backward_time: 129.1599731445, weight_update_time: 0.2457009703, other_time: 4.1438598633
epoch time: 17.6813087463s, input_fired_time: 0.3665491343, output_fired_time: 0.0000000000, propagate_forward_time: 16.5684204102, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7463397980
validation[          , genome  5567] predictions:    9765/  10000 (97.65%), best:    9797/10000 (97.97%), error:       808.80255, best error:       644.11621 on epoch:    54, 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: 87.2573699951s, input_fired_time: 1.7848994732, output_fired_time: 0.0000000000, propagate_forward_time: 81.6650009155, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.8074722290
best training[          , genome  5567] predictions:   49710/  50000 (99.42%), best:    9797/10000 (97.97%), error:      1224.26440, best error:       644.11621 on epoch:    54, 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: 17.0592098236s, input_fired_time: 0.3480415046, output_fired_time: 0.0000000000, propagate_forward_time: 15.9772367477, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7339315414
   testing[          , genome  5567] predictions:    9811/  10000 (98.11%), best:    9797/10000 (97.97%), error:       607.94434, best error:       644.11621 on epoch:    54, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
21:19:55 (6964): called boinc_finish(0)

</stderr_txt>
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