Nameexact_genome_1518178202_54_18348_0
Workunit2991964
Created9 Feb 2018, 14:46:30 UTC
Sent9 Feb 2018, 15:30:02 UTC
Report deadline19 Mar 2018, 2:35:19 UTC
Received10 Feb 2018, 16:27:12 UTC
Server stateOver
OutcomeValidate error
Client stateDone
Exit status0 (0x0)
Computer ID72628
Run time16 hours 41 min 35 sec
CPU time16 hours 41 min 22 sec
Validate stateInvalid
Credit0.00
Device peak FLOPS2.92 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size171.00 MB
Peak swap size172.25 MB
Peak disk usage2.20 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
00000, other_time: 3.8902244568
validation[          , genome 18348] predictions:    9842/  10000 (98.42%), best:    9853/10000 (98.53%), error:       518.45416, best error:       476.71262 on epoch:     6, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 541.2682495117s, input_fired_time: 8.7219028473, output_fired_time: 7.9274849892, propagate_forward_time: 218.9050598145, propagate_backward_time: 285.5543823242, weight_update_time: 1.1810691357, other_time: 20.1593933105
epoch time: 49.0042572021s, input_fired_time: 1.2764638662, output_fired_time: 0.0000000000, propagate_forward_time: 43.9337120056, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.7940826416
validation[          , genome 18348] predictions:    9850/  10000 (98.50%), best:    9853/10000 (98.53%), error:       511.60666, best error:       476.71262 on epoch:     6, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 541.8010864258s, input_fired_time: 8.7790193558, output_fired_time: 8.0003242493, propagate_forward_time: 218.9680480957, propagate_backward_time: 285.6711730957, weight_update_time: 1.1820880175, other_time: 20.3825683594
epoch time: 48.9456558228s, input_fired_time: 1.2512850761, output_fired_time: 0.0000000000, propagate_forward_time: 43.8876495361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.8067207336
validation[          , genome 18348] predictions:    9848/  10000 (98.48%), best:    9848/10000 (98.48%), error:       452.97006, best error:       452.97006 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 541.7254638672s, input_fired_time: 8.7918729782, output_fired_time: 7.9877552986, propagate_forward_time: 218.9775085449, propagate_backward_time: 285.6390075684, weight_update_time: 1.1807147264, other_time: 20.3293457031
epoch time: 49.1045989990s, input_fired_time: 1.2803846598, output_fired_time: 0.0000000000, propagate_forward_time: 43.9898185730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.8343963623
validation[          , genome 18348] predictions:    9866/  10000 (98.66%), best:    9866/10000 (98.66%), error:       437.86041, best error:       437.86041 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 541.6397094727s, input_fired_time: 8.7305841446, output_fired_time: 7.9559011459, propagate_forward_time: 219.0836181641, propagate_backward_time: 285.7284240723, weight_update_time: 1.1781095266, other_time: 20.1412048340
epoch time: 48.9391403198s, input_fired_time: 1.2432503700, output_fired_time: 0.0000000000, propagate_forward_time: 43.9065361023, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.7893524170
validation[          , genome 18348] predictions:    9868/  10000 (98.68%), best:    9866/10000 (98.66%), error:       453.92941, best error:       437.86041 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 542.1632690430s, input_fired_time: 8.8164329529, output_fired_time: 8.0473966599, propagate_forward_time: 219.1535797119, propagate_backward_time: 285.8564147949, weight_update_time: 1.1848526001, other_time: 20.2894592285
epoch time: 48.8946495056s, input_fired_time: 1.2303981781, output_fired_time: 0.0000000000, propagate_forward_time: 43.8894500732, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.7748031616
validation[          , genome 18348] predictions:    9860/  10000 (98.60%), best:    9866/10000 (98.66%), error:       448.09711, best error:       437.86041 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 541.6060791016s, input_fired_time: 8.7552604675, output_fired_time: 7.9436202049, propagate_forward_time: 219.0848083496, propagate_backward_time: 285.6880798340, weight_update_time: 1.1796828508, other_time: 20.1343383789
epoch time: 48.8414192200s, input_fired_time: 1.2336562872, output_fired_time: 0.0000000000, propagate_forward_time: 43.8915061951, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.7162551880
validation[          , genome 18348] predictions:    9846/  10000 (98.46%), best:    9866/10000 (98.66%), error:       482.95898, best error:       437.86041 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 542.2824707031s, input_fired_time: 8.8303060532, output_fired_time: 8.0433874130, propagate_forward_time: 219.1988677979, propagate_backward_time: 285.8510742188, weight_update_time: 1.1869001389, other_time: 20.3588256836
epoch time: 48.8905677795s, input_fired_time: 1.2400600910, output_fired_time: 0.0000000000, propagate_forward_time: 43.9013023376, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.7492065430
validation[          , genome 18348] predictions:    9838/  10000 (98.38%), best:    9866/10000 (98.66%), error:       507.01822, best error:       437.86041 on epoch:    17, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 542.0362548828s, input_fired_time: 8.7450180054, output_fired_time: 7.9781422615, propagate_forward_time: 219.2100677490, propagate_backward_time: 285.9233398438, weight_update_time: 1.1816403866, other_time: 20.1796875000
epoch time: 48.8681106567s, input_fired_time: 1.2410680056, output_fired_time: 0.0000000000, propagate_forward_time: 43.8932151794, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.7338256836
validation[          , genome 18348] predictions:    9829/  10000 (98.29%), best:    9866/10000 (98.66%), error:       535.93805, best error:       437.86041 on epoch:    17, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 542.2750854492s, input_fired_time: 8.8347101212, output_fired_time: 8.0458745956, propagate_forward_time: 219.1881713867, propagate_backward_time: 285.8487548828, weight_update_time: 1.1858141422, other_time: 20.3575439453
epoch time: 48.8770027161s, input_fired_time: 1.2372088432, output_fired_time: 0.0000000000, propagate_forward_time: 43.8968849182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.7429084778
validation[          , genome 18348] predictions:    9874/  10000 (98.74%), best:    9874/10000 (98.74%), error:       413.29050, best error:       413.29050 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 541.7010498047s, input_fired_time: 8.7598352432, output_fired_time: 7.9708495140, propagate_forward_time: 219.0952301025, propagate_backward_time: 285.6486816406, weight_update_time: 1.1766242981, other_time: 20.2265014648
epoch time: 48.8923034668s, input_fired_time: 1.2403453588, output_fired_time: 0.0000000000, propagate_forward_time: 43.8887252808, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.7632331848
validation[          , genome 18348] predictions:    9858/  10000 (98.58%), best:    9874/10000 (98.74%), error:       441.68994, best error:       413.29050 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 542.2114257812s, input_fired_time: 8.8181304932, output_fired_time: 8.0515365601, propagate_forward_time: 219.1863861084, propagate_backward_time: 285.7972412109, weight_update_time: 1.1833204031, other_time: 20.3581542969
epoch time: 48.8887252808s, input_fired_time: 1.2400755882, output_fired_time: 0.0000000000, propagate_forward_time: 43.9032630920, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.7453880310
validation[          , genome 18348] predictions:    9872/  10000 (98.72%), best:    9874/10000 (98.74%), error:       422.39096, best error:       413.29050 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 542.0719604492s, input_fired_time: 8.7670097351, output_fired_time: 7.9631195068, propagate_forward_time: 219.2597503662, propagate_backward_time: 285.8750915527, weight_update_time: 1.1797003746, other_time: 20.2069396973
epoch time: 48.8873901367s, input_fired_time: 1.2358821630, output_fired_time: 0.0000000000, propagate_forward_time: 43.9157257080, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.7357826233
validation[          , genome 18348] predictions:    9869/  10000 (98.69%), best:    9869/10000 (98.69%), error:       402.13055, best error:       402.13055 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 542.6134033203s, input_fired_time: 8.8329248428, output_fired_time: 8.0536317825, propagate_forward_time: 219.3462066650, propagate_backward_time: 285.9791870117, weight_update_time: 1.1834639311, other_time: 20.4014282227
epoch time: 48.9303054810s, input_fired_time: 1.2401404381, output_fired_time: 0.0000000000, propagate_forward_time: 43.9037742615, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.7863922119
validation[          , genome 18348] predictions:    9851/  10000 (98.51%), best:    9869/10000 (98.69%), error:       490.93634, best error:       402.13055 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 541.7206420898s, input_fired_time: 8.7514648438, output_fired_time: 7.9781036377, propagate_forward_time: 219.1141510010, propagate_backward_time: 285.6458435059, weight_update_time: 1.1784839630, other_time: 20.2311096191
epoch time: 48.9501342773s, input_fired_time: 1.2634090185, output_fired_time: 0.0000000000, propagate_forward_time: 43.9241676331, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.7625579834
validation[          , genome 18348] predictions:    9868/  10000 (98.68%), best:    9869/10000 (98.69%), error:       454.19812, best error:       402.13055 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 541.7916259766s, input_fired_time: 8.8131666183, output_fired_time: 8.0068683624, propagate_forward_time: 219.1377868652, propagate_backward_time: 285.6441955566, weight_update_time: 1.1824407578, other_time: 20.1895751953
epoch time: 48.9011116028s, input_fired_time: 1.2370626926, output_fired_time: 0.0000000000, propagate_forward_time: 43.8840827942, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.7799644470
validation[          , genome 18348] predictions:    9881/  10000 (98.81%), best:    9869/10000 (98.69%), error:       434.05981, best error:       402.13055 on epoch:    26, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 542.0498657227s, input_fired_time: 8.7959251404, output_fired_time: 7.9874463081, propagate_forward_time: 219.1078643799, propagate_backward_time: 285.6078491211, weight_update_time: 1.1870957613, other_time: 20.5508422852
epoch time: 49.1404685974s, input_fired_time: 1.3132123947, output_fired_time: 0.0000000000, propagate_forward_time: 43.9943428040, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.8329124451
validation[          , genome 18348] predictions:    9874/  10000 (98.74%), best:    9874/10000 (98.74%), error:       387.97314, best error:       387.97314 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 541.4583740234s, input_fired_time: 8.7618999481, output_fired_time: 7.9555053711, propagate_forward_time: 219.0127258301, propagate_backward_time: 285.4189758301, weight_update_time: 1.1852955818, other_time: 20.3092651367
epoch time: 48.9415321350s, input_fired_time: 1.2575391531, output_fired_time: 0.0000000000, propagate_forward_time: 43.8991966248, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.7847976685
validation[          , genome 18348] predictions:    9858/  10000 (98.58%), best:    9874/10000 (98.74%), error:       464.80978, best error:       387.97314 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 541.8981323242s, input_fired_time: 8.8124866486, output_fired_time: 8.0351648331, propagate_forward_time: 218.9573211670, propagate_backward_time: 285.5399780273, weight_update_time: 1.1785873175, other_time: 20.5531616211
epoch time: 48.8332290649s, input_fired_time: 1.2363854647, output_fired_time: 0.0000000000, propagate_forward_time: 43.8615722656, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.7352714539
validation[          , genome 18348] predictions:    9881/  10000 (98.81%), best:    9874/10000 (98.74%), error:       388.39612, best error:       387.97314 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 541.3981933594s, input_fired_time: 8.7892084122, output_fired_time: 7.9962425232, propagate_forward_time: 218.9709625244, propagate_backward_time: 285.3723754883, weight_update_time: 1.1812695265, other_time: 20.2694702148
epoch time: 48.8317565918s, input_fired_time: 1.2380079031, output_fired_time: 0.0000000000, propagate_forward_time: 43.8676109314, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.7261390686
validation[          , genome 18348] predictions:    9853/  10000 (98.53%), best:    9874/10000 (98.74%), error:       468.94571, best error:       387.97314 on epoch:    30, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 541.8754272461s, input_fired_time: 8.8360404968, output_fired_time: 8.0041418076, propagate_forward_time: 219.0175933838, propagate_backward_time: 285.4756164551, weight_update_time: 1.1810811758, other_time: 20.5420227051
epoch time: 48.8165054321s, input_fired_time: 1.2423444986, output_fired_time: 0.0000000000, propagate_forward_time: 43.8562850952, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.7178764343
validation[          , genome 18348] predictions:    9888/  10000 (98.88%), best:    9888/10000 (98.88%), error:       375.98218, best error:       375.98218 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 541.4496459961s, input_fired_time: 8.7973079681, output_fired_time: 8.0052862167, propagate_forward_time: 218.9511566162, propagate_backward_time: 285.3718872070, weight_update_time: 1.1768323183, other_time: 20.3239746094
epoch time: 48.8417129517s, input_fired_time: 1.2370625734, output_fired_time: 0.0000000000, propagate_forward_time: 43.8685150146, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.7361335754
validation[          , genome 18348] predictions:    9860/  10000 (98.60%), best:    9888/10000 (98.88%), error:       430.62634, best error:       375.98218 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 541.7286376953s, input_fired_time: 8.8558301926, output_fired_time: 7.9928584099, propagate_forward_time: 219.0324096680, propagate_backward_time: 285.3813476562, weight_update_time: 1.1915978193, other_time: 20.4661865234
epoch time: 48.8457298279s, input_fired_time: 1.2413356304, output_fired_time: 0.0000000000, propagate_forward_time: 43.8716163635, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.7327766418
validation[          , genome 18348] predictions:    9847/  10000 (98.47%), best:    9888/10000 (98.88%), error:       472.14059, best error:       375.98218 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 541.4259643555s, input_fired_time: 8.7907361984, output_fired_time: 7.9785604477, propagate_forward_time: 218.9583587646, propagate_backward_time: 285.3161926270, weight_update_time: 1.1837420464, other_time: 20.3821105957
epoch time: 48.8810844421s, input_fired_time: 1.2461968660, output_fired_time: 0.0000000000, propagate_forward_time: 43.9152641296, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.7196235657
validation[          , genome 18348] predictions:    9891/  10000 (98.91%), best:    9891/10000 (98.91%), error:       348.27237, best error:       348.27237 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 542.0310058594s, input_fired_time: 8.8216829300, output_fired_time: 8.0163059235, propagate_forward_time: 219.2274017334, propagate_backward_time: 285.7117919922, weight_update_time: 1.1826250553, other_time: 20.2538452148
epoch time: 48.8850784302s, input_fired_time: 1.2474031448, output_fired_time: 0.0000000000, propagate_forward_time: 43.8888549805, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.7488212585
validation[          , genome 18348] predictions:    9863/  10000 (98.63%), best:    9891/10000 (98.91%), error:       435.41135, best error:       348.27237 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 542.1616210938s, input_fired_time: 8.8437004089, output_fired_time: 8.0463504791, propagate_forward_time: 219.1987457275, propagate_backward_time: 285.6302490234, weight_update_time: 1.1807967424, other_time: 20.4426269531
epoch time: 49.0013389587s, input_fired_time: 1.2551475763, output_fired_time: 0.0000000000, propagate_forward_time: 43.9296112061, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.8165817261
validation[          , genome 18348] predictions:    9883/  10000 (98.83%), best:    9891/10000 (98.91%), error:       365.22568, best error:       348.27237 on epoch:    37, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 541.2334594727s, input_fired_time: 8.7958354950, output_fired_time: 7.9622197151, propagate_forward_time: 219.0033111572, propagate_backward_time: 285.3427734375, weight_update_time: 1.1764391661, other_time: 20.1293334961
epoch time: 48.7914047241s, input_fired_time: 1.2341907024, output_fired_time: 0.0000000000, propagate_forward_time: 43.8577766418, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.6994361877
validation[          , genome 18348] predictions:    9888/  10000 (98.88%), best:    9891/10000 (98.91%), error:       367.47342, best error:       348.27237 on epoch:    37, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 541.0554199219s, input_fired_time: 8.7503395081, output_fired_time: 7.9343152046, propagate_forward_time: 218.9720306396, propagate_backward_time: 285.4057922363, weight_update_time: 1.1718652248, other_time: 19.9928894043
epoch time: 48.9323463440s, input_fired_time: 1.2516951561, output_fired_time: 0.0000000000, propagate_forward_time: 43.9009819031, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.7796707153
validation[          , genome 18348] predictions:    9866/  10000 (98.66%), best:    9891/10000 (98.91%), error:       396.00681, best error:       348.27237 on epoch:    37, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 541.7113037109s, input_fired_time: 8.8138122559, output_fired_time: 7.9809598923, propagate_forward_time: 219.1631927490, propagate_backward_time: 285.5476684570, weight_update_time: 1.1811625957, other_time: 20.2056274414
epoch time: 48.8421401978s, input_fired_time: 1.2384977341, output_fired_time: 0.0000000000, propagate_forward_time: 43.8769340515, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.7267074585
validation[          , genome 18348] predictions:    9876/  10000 (98.76%), best:    9891/10000 (98.91%), error:       348.40424, best error:       348.27237 on epoch:    37, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 541.7009887695s, input_fired_time: 8.7929153442, output_fired_time: 7.9585866928, propagate_forward_time: 219.1240386963, propagate_backward_time: 285.5075073242, weight_update_time: 1.1853767633, other_time: 20.3179931641
epoch time: 49.0938796997s, input_fired_time: 1.3116964102, output_fired_time: 0.0000000000, propagate_forward_time: 43.9957008362, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.7864837646
validation[          , genome 18348] predictions:    9906/  10000 (99.06%), best:    9906/10000 (99.06%), error:       337.93817, best error:       337.93817 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 541.1852416992s, input_fired_time: 8.7593450546, output_fired_time: 7.9015111923, propagate_forward_time: 219.0845184326, propagate_backward_time: 285.4155273438, weight_update_time: 1.1751102209, other_time: 20.0243530273
epoch time: 48.8398361206s, input_fired_time: 1.2396483421, output_fired_time: 0.0000000000, propagate_forward_time: 43.8923683167, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.7078208923
validation[          , genome 18348] predictions:    9868/  10000 (98.68%), best:    9906/10000 (99.06%), error:       391.29211, best error:       337.93817 on epoch:    43, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 541.7395019531s, input_fired_time: 8.8394298553, output_fired_time: 8.0047540665, propagate_forward_time: 219.1037139893, propagate_backward_time: 285.4430541992, weight_update_time: 1.1797903776, other_time: 20.3485717773
epoch time: 48.8532180786s, input_fired_time: 1.2459385395, output_fired_time: 0.0000000000, propagate_forward_time: 43.8685569763, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.7387237549
validation[          , genome 18348] predictions:    9860/  10000 (98.60%), best:    9906/10000 (99.06%), error:       448.73706, best error:       337.93817 on epoch:    43, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 541.7992553711s, input_fired_time: 8.8427858353, output_fired_time: 8.0691881180, propagate_forward_time: 219.0243988037, propagate_backward_time: 285.3891906738, weight_update_time: 1.1791194677, other_time: 20.4736633301
epoch time: 49.2526512146s, input_fired_time: 1.3027051687, output_fired_time: 0.0000000000, propagate_forward_time: 43.9645462036, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.9854011536
validation[          , genome 18348] predictions:    9888/  10000 (98.88%), best:    9906/10000 (99.06%), error:       352.97934, best error:       337.93817 on epoch:    43, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 544.0997314453s, input_fired_time: 9.0289478302, output_fired_time: 8.3702030182, propagate_forward_time: 219.5817413330, propagate_backward_time: 286.0985717773, weight_update_time: 1.1974933147, other_time: 21.0203247070
epoch time: 49.2515525818s, input_fired_time: 1.3008847237, output_fired_time: 0.0000000000, propagate_forward_time: 44.0537567139, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.8969116211
validation[          , genome 18348] predictions:    9861/  10000 (98.61%), best:    9906/10000 (99.06%), error:       492.56860, best error:       337.93817 on epoch:    43, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 543.5458984375s, input_fired_time: 8.9535179138, output_fired_time: 8.2918653488, propagate_forward_time: 219.3709869385, propagate_backward_time: 285.9165649414, weight_update_time: 1.1851462126, other_time: 21.0130004883
epoch time: 49.1242408752s, input_fired_time: 1.2830544710, output_fired_time: 0.0000000000, propagate_forward_time: 43.9501304626, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.8910560608
validation[          , genome 18348] predictions:    9877/  10000 (98.77%), best:    9906/10000 (99.06%), error:       404.71942, best error:       337.93817 on epoch:    43, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 543.7744140625s, input_fired_time: 9.0694303513, output_fired_time: 8.2983636856, propagate_forward_time: 219.4242248535, propagate_backward_time: 285.8362426758, weight_update_time: 1.1979172230, other_time: 21.1461486816
epoch time: 49.1575202942s, input_fired_time: 1.2913026810, output_fired_time: 0.0000000000, propagate_forward_time: 43.9343910217, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.9318275452
validation[          , genome 18348] predictions:    9846/  10000 (98.46%), best:    9906/10000 (99.06%), error:       473.55093, best error:       337.93817 on epoch:    43, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 543.0850830078s, input_fired_time: 8.9947834015, output_fired_time: 8.2141361237, propagate_forward_time: 219.2434387207, propagate_backward_time: 285.6015014648, weight_update_time: 1.1890046597, other_time: 21.0312194824
epoch time: 49.1002540588s, input_fired_time: 1.2798663378, output_fired_time: 0.0000000000, propagate_forward_time: 43.9581146240, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.8622741699
validation[          , genome 18348] predictions:    9884/  10000 (98.84%), best:    9906/10000 (99.06%), error:       359.09399, best error:       337.93817 on epoch:    43, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 543.5916748047s, input_fired_time: 9.0714893341, output_fired_time: 8.2323474884, propagate_forward_time: 219.4311218262, propagate_backward_time: 285.7493591309, weight_update_time: 1.2012119293, other_time: 21.1073608398
epoch time: 49.1843299866s, input_fired_time: 1.2898321152, output_fired_time: 0.0000000000, propagate_forward_time: 43.9341506958, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.9603462219
validation[          , genome 18348] predictions:    9883/  10000 (98.83%), best:    9906/10000 (99.06%), error:       385.01721, best error:       337.93817 on epoch:    43, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 542.8244628906s, input_fired_time: 8.9711437225, output_fired_time: 8.1927032471, propagate_forward_time: 219.1844787598, propagate_backward_time: 285.5109252930, weight_update_time: 1.1913325787, other_time: 20.9652404785
epoch time: 49.0393562317s, input_fired_time: 1.2806158066, output_fired_time: 0.0000000000, propagate_forward_time: 43.9176673889, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.8410720825
validation[          , genome 18348] predictions:    9899/  10000 (98.99%), best:    9899/10000 (98.99%), error:       317.48431, best error:       317.48431 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 543.2173461914s, input_fired_time: 9.0588521957, output_fired_time: 8.2370281219, propagate_forward_time: 219.3130340576, propagate_backward_time: 285.5950927734, weight_update_time: 1.1986020803, other_time: 21.0133666992
epoch time: 49.2792282104s, input_fired_time: 1.3162729740, output_fired_time: 0.0000000000, propagate_forward_time: 43.9710998535, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.9918556213
validation[          , genome 18348] predictions:    9906/  10000 (99.06%), best:    9899/10000 (98.99%), error:       337.52560, best error:       317.48431 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 542.9916992188s, input_fired_time: 8.9761772156, output_fired_time: 8.2322883606, propagate_forward_time: 219.1970977783, propagate_backward_time: 285.5480041504, weight_update_time: 1.1945450306, other_time: 21.0381164551
epoch time: 49.0922203064s, input_fired_time: 1.2864520550, output_fired_time: 0.0000000000, propagate_forward_time: 43.9328308105, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.8729362488
validation[          , genome 18348] predictions:    9860/  10000 (98.60%), best:    9899/10000 (98.99%), error:       439.20230, best error:       317.48431 on epoch:    52, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 543.1430053711s, input_fired_time: 9.0746326447, output_fired_time: 8.2432222366, propagate_forward_time: 219.3018188477, propagate_backward_time: 285.5954895020, weight_update_time: 1.1915326118, other_time: 20.9278259277
epoch time: 49.0846939087s, input_fired_time: 1.2887048721, output_fired_time: 0.0000000000, propagate_forward_time: 43.9220275879, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.8739624023
validation[          , genome 18348] predictions:    9895/  10000 (98.95%), best:    9899/10000 (98.99%), error:       345.74377, best error:       317.48431 on epoch:    52, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 543.2034301758s, input_fired_time: 9.0187749863, output_fired_time: 8.2203865051, propagate_forward_time: 219.2506408691, propagate_backward_time: 285.5453796387, weight_update_time: 1.1983525753, other_time: 21.1682128906
epoch time: 49.3189582825s, input_fired_time: 1.3616092205, output_fired_time: 0.0000000000, propagate_forward_time: 44.0248756409, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.9324722290
validation[          , genome 18348] predictions:    9883/  10000 (98.83%), best:    9899/10000 (98.99%), error:       367.42358, best error:       317.48431 on epoch:    52, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 543.1600341797s, input_fired_time: 9.0030260086, output_fired_time: 8.2337474823, propagate_forward_time: 219.2665100098, propagate_backward_time: 285.6119384766, weight_update_time: 1.1960060596, other_time: 21.0447692871
epoch time: 49.0555915833s, input_fired_time: 1.2802237272, output_fired_time: 0.0000000000, propagate_forward_time: 43.9205360413, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.8548316956
validation[          , genome 18348] predictions:    9898/  10000 (98.98%), best:    9899/10000 (98.99%), error:       321.02112, best error:       317.48431 on epoch:    52, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 543.4022827148s, input_fired_time: 9.0525960922, output_fired_time: 8.2968597412, propagate_forward_time: 219.3617858887, propagate_backward_time: 285.7295532227, weight_update_time: 1.1913101673, other_time: 20.9614562988
epoch time: 49.1387062073s, input_fired_time: 1.2859758139, output_fired_time: 0.0000000000, propagate_forward_time: 43.9469680786, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.9057617188
validation[          , genome 18348] predictions:    9862/  10000 (98.62%), best:    9899/10000 (98.99%), error:       413.28830, best error:       317.48431 on epoch:    52, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 543.2393188477s, input_fired_time: 8.9819536209, output_fired_time: 8.2189006805, propagate_forward_time: 219.3398895264, propagate_backward_time: 285.6876220703, weight_update_time: 1.1890724897, other_time: 21.0109863281
epoch time: 49.0869255066s, input_fired_time: 1.2815427780, output_fired_time: 0.0000000000, propagate_forward_time: 43.9461441040, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.8592376709
validation[          , genome 18348] predictions:    9903/  10000 (99.03%), best:    9899/10000 (98.99%), error:       319.68994, best error:       317.48431 on epoch:    52, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 543.9453125000s, input_fired_time: 9.0841989517, output_fired_time: 8.2776288986, propagate_forward_time: 219.5293121338, propagate_backward_time: 285.8468322754, weight_update_time: 1.2018409967, other_time: 21.2073059082
epoch time: 49.2066497803s, input_fired_time: 1.2950018644, output_fired_time: 0.0000000000, propagate_forward_time: 43.9891433716, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.9225044250
validation[          , genome 18348] predictions:    9881/  10000 (98.81%), best:    9899/10000 (98.99%), error:       379.18613, best error:       317.48431 on epoch:    52, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 543.6455688477s, input_fired_time: 8.9926204681, output_fired_time: 8.2465343475, propagate_forward_time: 219.5311737061, propagate_backward_time: 285.9651794434, weight_update_time: 1.1920461655, other_time: 20.9100646973
epoch time: 49.1316909790s, input_fired_time: 1.2856789827, output_fired_time: 0.0000000000, propagate_forward_time: 43.9720993042, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.8739128113
validation[          , genome 18348] predictions:    9902/  10000 (99.02%), best:    9902/10000 (99.02%), error:       314.95151, best error:       314.95151 on epoch:    61, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 544.2550659180s, input_fired_time: 9.0797491074, output_fired_time: 8.2990818024, propagate_forward_time: 219.6633911133, propagate_backward_time: 286.0859069824, weight_update_time: 1.1937434673, other_time: 21.1269226074
epoch time: 49.1577339172s, input_fired_time: 1.2813882828, output_fired_time: 0.0000000000, propagate_forward_time: 43.9848480225, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.8914985657
validation[          , genome 18348] predictions:    9897/  10000 (98.97%), best:    9902/10000 (99.02%), error:       325.65320, best error:       314.95151 on epoch:    61, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 543.4265747070s, input_fired_time: 8.9861059189, output_fired_time: 8.2168102264, propagate_forward_time: 219.4058074951, propagate_backward_time: 285.7473754883, weight_update_time: 1.1916806698, other_time: 21.0704956055
epoch time: 49.1869812012s, input_fired_time: 1.3020393848, output_fired_time: 0.0000000000, propagate_forward_time: 43.9852867126, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.8996543884
validation[          , genome 18348] predictions:    9870/  10000 (98.70%), best:    9902/10000 (99.02%), error:       425.60632, best error:       314.95151 on epoch:    61, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 544.3859863281s, input_fired_time: 9.0818471909, output_fired_time: 8.3271522522, propagate_forward_time: 219.6739044189, propagate_backward_time: 286.1311950684, weight_update_time: 1.1962933540, other_time: 21.1719055176
epoch time: 49.2292404175s, input_fired_time: 1.2844510078, output_fired_time: 0.0000000000, propagate_forward_time: 44.0488052368, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.8959846497
validation[          , genome 18348] predictions:    9909/  10000 (99.09%), best:    9909/10000 (99.09%), error:       310.99963, best error:       310.99963 on epoch:    64, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 543.3474731445s, input_fired_time: 8.9730587006, output_fired_time: 8.2152042389, propagate_forward_time: 219.4244079590, propagate_backward_time: 285.7837524414, weight_update_time: 1.1886192560, other_time: 20.9510192871
epoch time: 49.0724525452s, input_fired_time: 1.2840937376, output_fired_time: 0.0000000000, propagate_forward_time: 43.9488182068, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.8395423889
validation[          , genome 18348] predictions:    9896/  10000 (98.96%), best:    9909/10000 (99.09%), error:       325.31076, best error:       310.99963 on epoch:    64, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 543.5514526367s, input_fired_time: 9.1089677811, output_fired_time: 8.2632274628, propagate_forward_time: 219.4348449707, propagate_backward_time: 285.6791992188, weight_update_time: 1.1994801760, other_time: 21.0652160645
epoch time: 49.0455207825s, input_fired_time: 1.2861505747, output_fired_time: 0.0000000000, propagate_forward_time: 43.9250373840, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.8343315125
validation[          , genome 18348] predictions:    9889/  10000 (98.89%), best:    9909/10000 (99.09%), error:       347.18750, best error:       310.99963 on epoch:    64, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 543.1202392578s, input_fired_time: 9.0159835815, output_fired_time: 8.2440404892, propagate_forward_time: 219.2441864014, propagate_backward_time: 285.5351257324, weight_update_time: 1.1908677816, other_time: 21.0809020996
epoch time: 49.1701393127s, input_fired_time: 1.3003067970, output_fired_time: 0.0000000000, propagate_forward_time: 43.9386787415, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.9311523438
validation[          , genome 18348] predictions:    9890/  10000 (98.90%), best:    9909/10000 (99.09%), error:       368.87073, best error:       310.99963 on epoch:    64, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 544.3640136719s, input_fired_time: 9.0907878876, output_fired_time: 8.3075141907, propagate_forward_time: 219.7185516357, propagate_backward_time: 286.1705017090, weight_update_time: 1.1973563433, other_time: 21.0766906738
epoch time: 49.1511306763s, input_fired_time: 1.2859692574, output_fired_time: 0.0000000000, propagate_forward_time: 43.9829444885, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.8822174072
validation[          , genome 18348] predictions:    9909/  10000 (99.09%), best:    9909/10000 (99.09%), error:       293.43042, best error:       293.43042 on epoch:    68, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 543.7265625000s, input_fired_time: 9.0203495026, output_fired_time: 8.2481346130, propagate_forward_time: 219.5570373535, propagate_backward_time: 285.9668884277, weight_update_time: 1.1916804314, other_time: 20.9342041016
epoch time: 49.4290847778s, input_fired_time: 1.3664773703, output_fired_time: 0.0000000000, propagate_forward_time: 44.0967559814, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.9658508301
validation[          , genome 18348] predictions:    9896/  10000 (98.96%), best:    9909/10000 (99.09%), error:       326.57401, best error:       293.43042 on epoch:    68, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 543.7463378906s, input_fired_time: 9.0272731781, output_fired_time: 8.2511510849, propagate_forward_time: 219.5052337646, propagate_backward_time: 285.8829650879, weight_update_time: 1.1897723675, other_time: 21.0796813965
epoch time: 49.3333358765s, input_fired_time: 1.3131376505, output_fired_time: 0.0000000000, propagate_forward_time: 44.0159683228, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.0042304993
validation[          , genome 18348] predictions:    9911/  10000 (99.11%), best:    9911/10000 (99.11%), error:       284.41913, best error:       284.41913 on epoch:    70, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 543.9262084961s, input_fired_time: 9.0669803619, output_fired_time: 8.2844085693, propagate_forward_time: 219.4862823486, propagate_backward_time: 285.8581848145, weight_update_time: 1.1967774630, other_time: 21.2303771973
epoch time: 49.0380783081s, input_fired_time: 1.2812331915, output_fired_time: 0.0000000000, propagate_forward_time: 43.9125900269, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.8442535400
validation[          , genome 18348] predictions:    9857/  10000 (98.57%), best:    9911/10000 (99.11%), error:       458.42545, best error:       284.41913 on epoch:    70, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 543.3300781250s, input_fired_time: 9.0029048920, output_fired_time: 8.2357234955, propagate_forward_time: 219.3653564453, propagate_backward_time: 285.7200317383, weight_update_time: 1.1954884529, other_time: 21.0060424805
epoch time: 49.1339530945s, input_fired_time: 1.2864211798, output_fired_time: 0.0000000000, propagate_forward_time: 43.9445991516, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.9029312134
validation[          , genome 18348] predictions:    9891/  10000 (98.91%), best:    9911/10000 (99.11%), error:       321.23053, best error:       284.41913 on epoch:    70, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 543.5919799805s, input_fired_time: 9.0816726685, output_fired_time: 8.2668933868, propagate_forward_time: 219.4474487305, propagate_backward_time: 285.7877197266, weight_update_time: 1.1906133890, other_time: 21.0082397461
epoch time: 49.1505546570s, input_fired_time: 1.2856519222, output_fired_time: 0.0000000000, propagate_forward_time: 43.9725875854, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.8923149109
validation[          , genome 18348] predictions:    9884/  10000 (98.84%), best:    9911/10000 (99.11%), error:       350.19199, best error:       284.41913 on epoch:    70, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 543.0780029297s, input_fired_time: 9.0208892822, output_fired_time: 8.2298126221, propagate_forward_time: 219.2362518311, propagate_backward_time: 285.4838867188, weight_update_time: 1.1914666891, other_time: 21.1071777344
epoch time: 49.0830078125s, input_fired_time: 1.2827037573, output_fired_time: 0.0000000000, propagate_forward_time: 43.9171676636, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.8831367493
validation[          , genome 18348] predictions:    9887/  10000 (98.87%), best:    9911/10000 (99.11%), error:       317.84146, best error:       284.41913 on epoch:    70, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 543.2503051758s, input_fired_time: 9.0507793427, output_fired_time: 8.2472000122, propagate_forward_time: 219.2725677490, propagate_backward_time: 285.5490417480, weight_update_time: 1.1964578629, other_time: 21.1307067871
epoch time: 49.1247138977s, input_fired_time: 1.2866597176, output_fired_time: 0.0000000000, propagate_forward_time: 43.9140396118, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.9240150452
validation[          , genome 18348] predictions:    9888/  10000 (98.88%), best:    9911/10000 (99.11%), error:       317.75342, best error:       284.41913 on epoch:    70, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 542.8596801758s, input_fired_time: 8.9870433807, output_fired_time: 8.2236585617, propagate_forward_time: 219.2094726562, propagate_backward_time: 285.4568176270, weight_update_time: 1.1889369488, other_time: 20.9826965332
epoch time: 49.1007232666s, input_fired_time: 1.2908133268, output_fired_time: 0.0000000000, propagate_forward_time: 43.9178543091, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.8920555115
validation[          , genome 18348] predictions:    9894/  10000 (98.94%), best:    9911/10000 (99.11%), error:       312.85623, best error:       284.41913 on epoch:    70, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 543.4651489258s, input_fired_time: 9.0967826843, output_fired_time: 8.2215480804, propagate_forward_time: 219.3313446045, propagate_backward_time: 285.5545959473, weight_update_time: 1.2025707960, other_time: 21.2608337402
epoch time: 49.1772384644s, input_fired_time: 1.2933775187, output_fired_time: 0.0000000000, propagate_forward_time: 43.9706611633, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.9132003784
validation[          , genome 18348] predictions:    9907/  10000 (99.07%), best:    9911/10000 (99.11%), error:       312.87024, best error:       284.41913 on epoch:    70, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 544.6646728516s, input_fired_time: 9.0328626633, output_fired_time: 8.2773332596, propagate_forward_time: 219.9333190918, propagate_backward_time: 286.3812561035, weight_update_time: 1.2092641592, other_time: 21.0399169922
epoch time: 49.2282905579s, input_fired_time: 1.2891023159, output_fired_time: 0.0000000000, propagate_forward_time: 44.0428276062, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.8963623047
validation[          , genome 18348] predictions:    9908/  10000 (99.08%), best:    9911/10000 (99.11%), error:       306.98898, best error:       284.41913 on epoch:    70, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 544.1278076172s, input_fired_time: 9.0761604309, output_fired_time: 8.2678327560, propagate_forward_time: 219.6708374023, propagate_backward_time: 286.0425415039, weight_update_time: 1.1951419115, other_time: 21.0704345703
epoch time: 49.1044692993s, input_fired_time: 1.2823278904, output_fired_time: 0.0000000000, propagate_forward_time: 43.9500579834, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.8720817566
validation[          , genome 18348] predictions:    9883/  10000 (98.83%), best:    9911/10000 (99.11%), error:       339.41287, best error:       284.41913 on epoch:    70, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 543.3359375000s, input_fired_time: 8.9992208481, output_fired_time: 8.2405786514, propagate_forward_time: 219.3436431885, propagate_backward_time: 285.6814270020, weight_update_time: 1.1948881149, other_time: 21.0710754395
epoch time: 49.2037734985s, input_fired_time: 1.3227740526, output_fired_time: 0.0000000000, propagate_forward_time: 43.9828605652, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.8981399536
validation[          , genome 18348] predictions:    9893/  10000 (98.93%), best:    9911/10000 (99.11%), error:       318.79843, best error:       284.41913 on epoch:    70, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 543.7717285156s, input_fired_time: 9.0776538849, output_fired_time: 8.2727785110, propagate_forward_time: 219.5299835205, propagate_backward_time: 285.9011840820, weight_update_time: 1.1888916492, other_time: 20.9901733398
epoch time: 49.0854148865s, input_fired_time: 1.2826006413, output_fired_time: 0.0000000000, propagate_forward_time: 43.9685821533, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.8342323303
validation[          , genome 18348] predictions:    9899/  10000 (98.99%), best:    9911/10000 (99.11%), error:       324.28500, best error:       284.41913 on epoch:    70, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 543.5635375977s, input_fired_time: 9.0510606766, output_fired_time: 8.2442445755, propagate_forward_time: 219.4210052490, propagate_backward_time: 285.7523498535, weight_update_time: 1.1943436861, other_time: 21.0948181152
epoch time: 49.4786453247s, input_fired_time: 1.3665410280, output_fired_time: 0.0000000000, propagate_forward_time: 44.0670738220, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.0450286865
validation[          , genome 18348] predictions:    9899/  10000 (98.99%), best:    9911/10000 (99.11%), error:       319.32767, best error:       284.41913 on epoch:    70, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 543.1887207031s, input_fired_time: 9.0047683716, output_fired_time: 8.2537927628, propagate_forward_time: 219.3328552246, propagate_backward_time: 285.6695861816, weight_update_time: 1.1884785891, other_time: 20.9277343750
epoch time: 49.1216125488s, input_fired_time: 1.2858647108, output_fired_time: 0.0000000000, propagate_forward_time: 43.9479331970, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.8878135681
validation[          , genome 18348] predictions:    9895/  10000 (98.95%), best:    9911/10000 (99.11%), error:       309.06381, best error:       284.41913 on epoch:    70, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 543.7652587891s, input_fired_time: 9.0790233612, output_fired_time: 8.3552789688, propagate_forward_time: 219.4363555908, propagate_backward_time: 285.8253784180, weight_update_time: 1.1940606833, other_time: 21.0692138672
epoch time: 49.2050056458s, input_fired_time: 1.3008832932, output_fired_time: 0.0000000000, propagate_forward_time: 43.9907836914, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.9133377075
validation[          , genome 18348] predictions:    9910/  10000 (99.10%), best:    9910/10000 (99.10%), error:       280.09003, best error:       280.09003 on epoch:    84, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 543.2335815430s, input_fired_time: 9.0049924850, output_fired_time: 8.2050189972, propagate_forward_time: 219.3931427002, propagate_backward_time: 285.7077331543, weight_update_time: 1.1909836531, other_time: 20.9226989746
epoch time: 49.1135025024s, input_fired_time: 1.2866116762, output_fired_time: 0.0000000000, propagate_forward_time: 43.9532394409, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.8736495972
validation[          , genome 18348] predictions:    9904/  10000 (99.04%), best:    9910/10000 (99.10%), error:       296.98886, best error:       280.09003 on epoch:    84, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 544.0036621094s, input_fired_time: 9.0885639191, output_fired_time: 8.3030204773, propagate_forward_time: 219.4912261963, propagate_backward_time: 285.8909912109, weight_update_time: 1.1923223734, other_time: 21.2298583984
epoch time: 49.2516403198s, input_fired_time: 1.3000220060, output_fired_time: 0.0000000000, propagate_forward_time: 43.9783058167, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.9733123779
validation[          , genome 18348] predictions:    9897/  10000 (98.97%), best:    9910/10000 (99.10%), error:       334.15622, best error:       280.09003 on epoch:    84, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 543.3733520508s, input_fired_time: 9.0106964111, output_fired_time: 8.2511959076, propagate_forward_time: 219.4083862305, propagate_backward_time: 285.7635498047, weight_update_time: 1.1919374466, other_time: 20.9395141602
epoch time: 49.3264617920s, input_fired_time: 1.3033322096, output_fired_time: 0.0000000000, propagate_forward_time: 44.0072669983, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.0158615112
validation[          , genome 18348] predictions:    9897/  10000 (98.97%), best:    9910/10000 (99.10%), error:       300.46399, best error:       280.09003 on epoch:    84, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 544.0179443359s, input_fired_time: 9.0793809891, output_fired_time: 8.2702770233, propagate_forward_time: 219.6056671143, propagate_backward_time: 285.9815063477, weight_update_time: 1.1949716806, other_time: 21.0811157227
epoch time: 49.1455612183s, input_fired_time: 1.2890658379, output_fired_time: 0.0000000000, propagate_forward_time: 43.9858055115, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.8706893921
validation[          , genome 18348] predictions:    9899/  10000 (98.99%), best:    9910/10000 (99.10%), error:       304.74731, best error:       280.09003 on epoch:    84, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 543.6459960938s, input_fired_time: 9.0289421082, output_fired_time: 8.2372980118, propagate_forward_time: 219.5213928223, propagate_backward_time: 285.8604736328, weight_update_time: 1.1912614107, other_time: 20.9978942871
epoch time: 49.1304969788s, input_fired_time: 1.2913624048, output_fired_time: 0.0000000000, propagate_forward_time: 43.9729118347, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.8662223816
validation[          , genome 18348] predictions:    9907/  10000 (99.07%), best:    9910/10000 (99.10%), error:       305.67789, best error:       280.09003 on epoch:    84, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 544.0267333984s, input_fired_time: 9.0814676285, output_fired_time: 8.3157825470, propagate_forward_time: 219.4994049072, propagate_backward_time: 285.9176025391, weight_update_time: 1.1934459209, other_time: 21.2124633789
epoch time: 49.0993156433s, input_fired_time: 1.2839938402, output_fired_time: 0.0000000000, propagate_forward_time: 43.9544143677, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.8609085083
validation[          , genome 18348] predictions:    9905/  10000 (99.05%), best:    9910/10000 (99.10%), error:       303.45312, best error:       280.09003 on epoch:    84, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 543.5530395508s, input_fired_time: 9.0385494232, output_fired_time: 8.2683362961, propagate_forward_time: 219.4333038330, propagate_backward_time: 285.7671203613, weight_update_time: 1.1894177198, other_time: 21.0457458496
epoch time: 49.1377220154s, input_fired_time: 1.2836935520, output_fired_time: 0.0000000000, propagate_forward_time: 43.9665756226, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.8874511719
validation[          , genome 18348] predictions:    9904/  10000 (99.04%), best:    9910/10000 (99.10%), error:       315.45148, best error:       280.09003 on epoch:    84, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 543.8820190430s, input_fired_time: 9.0944967270, output_fired_time: 8.2476997375, propagate_forward_time: 219.4896240234, propagate_backward_time: 285.7424926758, weight_update_time: 1.2027485371, other_time: 21.3077392578
epoch time: 49.1130828857s, input_fired_time: 1.2914597988, output_fired_time: 0.0000000000, propagate_forward_time: 43.9269790649, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.8946456909
validation[          , genome 18348] predictions:    9909/  10000 (99.09%), best:    9910/10000 (99.10%), error:       292.82919, best error:       280.09003 on epoch:    84, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 542.8586425781s, input_fired_time: 9.0144624710, output_fired_time: 8.2378625870, propagate_forward_time: 219.2269439697, propagate_backward_time: 285.4855957031, weight_update_time: 1.1888509989, other_time: 20.8937988281
epoch time: 49.1087036133s, input_fired_time: 1.2992641926, output_fired_time: 0.0000000000, propagate_forward_time: 43.9318275452, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.8776130676
validation[          , genome 18348] predictions:    9902/  10000 (99.02%), best:    9910/10000 (99.10%), error:       299.86005, best error:       280.09003 on epoch:    84, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 543.6950683594s, input_fired_time: 9.1119775772, output_fired_time: 8.2758150101, propagate_forward_time: 219.3622436523, propagate_backward_time: 285.6515808105, weight_update_time: 1.1966614723, other_time: 21.2934265137
epoch time: 49.2500038147s, input_fired_time: 1.3116940260, output_fired_time: 0.0000000000, propagate_forward_time: 43.9440536499, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.9942550659
validation[          , genome 18348] predictions:    9901/  10000 (99.01%), best:    9910/10000 (99.10%), error:       307.05716, best error:       280.09003 on epoch:    84, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 542.9616088867s, input_fired_time: 9.0424938202, output_fired_time: 8.2376194000, propagate_forward_time: 219.2821960449, propagate_backward_time: 285.5239257812, weight_update_time: 1.1869626045, other_time: 20.8753967285
epoch time: 49.3092880249s, input_fired_time: 1.3272871971, output_fired_time: 0.0000000000, propagate_forward_time: 43.9855270386, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.9964752197
validation[          , genome 18348] predictions:    9911/  10000 (99.11%), best:    9910/10000 (99.10%), error:       294.90964, best error:       280.09003 on epoch:    84, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 543.1934814453s, input_fired_time: 9.0916337967, output_fired_time: 8.2249746323, propagate_forward_time: 219.3220520020, propagate_backward_time: 285.5881652832, weight_update_time: 1.1911641359, other_time: 20.9666748047
epoch time: 49.1119956970s, input_fired_time: 1.2857322693, output_fired_time: 0.0000000000, propagate_forward_time: 43.9085845947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.9176788330
validation[          , genome 18348] predictions:    9900/  10000 (99.00%), best:    9910/10000 (99.10%), error:       301.76935, best error:       280.09003 on epoch:    84, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 546.7124633789s, input_fired_time: 9.2964086533, output_fired_time: 8.4950685501, propagate_forward_time: 220.3120727539, propagate_backward_time: 287.2076416016, weight_update_time: 1.2073208094, other_time: 21.4013061523
epoch time: 49.7017211914s, input_fired_time: 1.4032082558, output_fired_time: 0.0000000000, propagate_forward_time: 44.2461357117, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.0523757935
validation[          , genome 18348] predictions:    9901/  10000 (99.01%), best:    9910/10000 (99.10%), error:       300.65070, best error:       280.09003 on epoch:    84, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 544.2841796875s, input_fired_time: 9.1279277802, output_fired_time: 8.3049287796, propagate_forward_time: 219.7523193359, propagate_backward_time: 286.2515869141, weight_update_time: 1.1971894503, other_time: 20.8474121094
epoch time: 49.0354537964s, input_fired_time: 1.2716469765, output_fired_time: 0.0000000000, propagate_forward_time: 43.9415626526, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.8222427368
validation[          , genome 18348] predictions:    9904/  10000 (99.04%), best:    9910/10000 (99.10%), error:       298.97198, best error:       280.09003 on epoch:    84, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 542.5604858398s, input_fired_time: 8.9618549347, output_fired_time: 8.0930099487, propagate_forward_time: 219.3175201416, propagate_backward_time: 285.5469970703, weight_update_time: 1.1804486513, other_time: 20.6411132812
epoch time: 49.0949287415s, input_fired_time: 1.2753367424, output_fired_time: 0.0000000000, propagate_forward_time: 43.9466400146, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.8729515076
validation[          , genome 18348] predictions:    9895/  10000 (98.95%), best:    9910/10000 (99.10%), error:       327.86255, best error:       280.09003 on epoch:    84, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 543.2958374023s, input_fired_time: 9.0618371964, output_fired_time: 8.1707353592, propagate_forward_time: 219.5090179443, propagate_backward_time: 285.7508239746, weight_update_time: 1.1895174980, other_time: 20.8034362793
epoch time: 49.1004219055s, input_fired_time: 1.2691800594, output_fired_time: 0.0000000000, propagate_forward_time: 43.9386062622, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.8926353455
validation[          , genome 18348] predictions:    9908/  10000 (99.08%), best:    9910/10000 (99.10%), error:       295.21451, best error:       280.09003 on epoch:    84, 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: 245.3979492188s, input_fired_time: 6.3840103149, output_fired_time: 0.0000000000, propagate_forward_time: 219.7406463623, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 19.2733001709
best training[          , genome 18348] predictions:   49997/  50000 (99.99%), best:    9910/10000 (99.10%), error:       179.10130, best error:       280.09003 on epoch:    84, 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: 49.2754249573s, input_fired_time: 1.2845655680, output_fired_time: 0.0000000000, propagate_forward_time: 44.0038566589, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.9870033264
   testing[          , genome 18348] predictions:    9906/  10000 (99.06%), best:    9910/10000 (99.10%), error:       287.90125, best error:       280.09003 on epoch:    84, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
02:13:53 (23661): called boinc_finish(0)

</stderr_txt>
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