Nameexact_genome_1542531604_189_6240_0
Workunit4097055
Created18 Nov 2018, 10:40:38 UTC
Sent18 Nov 2018, 10:56:35 UTC
Report deadline11 Feb 2019, 5:23:55 UTC
Received20 Nov 2018, 22:24:18 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID80138
Run time21 hours 12 min 17 sec
CPU time21 hours 0 min 59 sec
Validate stateValid
Credit21,192.25
Device peak FLOPS4.49 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size540.38 MB
Peak swap size560.07 MB
Peak disk usage10.77 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
 weight_decay: 0.0002139061

epoch time: 703.5438232422s, input_fired_time: 9.2137680054, output_fired_time: 3.0700972080, propagate_forward_time: 205.9292907715, propagate_backward_time: 478.7308654785, weight_update_time: 0.1733657867, other_time: 6.5998535156
epoch time: 43.1078758240s, input_fired_time: 0.5402667522, output_fired_time: 0.0000000000, propagate_forward_time: 41.4241638184, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1434440613
validation[          , genome  6240] predictions:    5955/  10000 (59.55%), best:    5994/10000 (59.94%), error:     11534.20313, best error:     11510.27734 on epoch:    12, epoch:   15/100, mu: 0.7696296573, learning_rate: 0.0007017850, weight_decay: 0.0002033912

epoch time: 703.2263183594s, input_fired_time: 9.2283411026, output_fired_time: 3.0705282688, propagate_forward_time: 206.0045623779, propagate_backward_time: 478.3323669434, weight_update_time: 0.1738878936, other_time: 6.5904846191
epoch time: 43.0079612732s, input_fired_time: 0.5368525982, output_fired_time: 0.0000000000, propagate_forward_time: 41.4958038330, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9753036499
validation[          , genome  6240] predictions:    5760/  10000 (57.60%), best:    5994/10000 (59.94%), error:     12086.69043, best error:     11510.27734 on epoch:    12, epoch:   16/100, mu: 0.7817596197, learning_rate: 0.0006616032, weight_decay: 0.0001933931

epoch time: 703.3679809570s, input_fired_time: 9.2197456360, output_fired_time: 3.0665812492, propagate_forward_time: 205.9115142822, propagate_backward_time: 478.5777282715, weight_update_time: 0.1724312752, other_time: 6.5924377441
epoch time: 42.9594535828s, input_fired_time: 0.5384284854, output_fired_time: 0.0000000000, propagate_forward_time: 41.4392852783, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9817390442
validation[          , genome  6240] predictions:    5877/  10000 (58.77%), best:    5994/10000 (59.94%), error:     11569.02246, best error:     11510.27734 on epoch:    12, epoch:   17/100, mu: 0.7932219505, learning_rate: 0.0006237221, weight_decay: 0.0001838866

epoch time: 705.8877563477s, input_fired_time: 9.2782802582, output_fired_time: 3.0787658691, propagate_forward_time: 206.8953094482, propagate_backward_time: 480.0616149902, weight_update_time: 0.1743352413, other_time: 6.5738220215
epoch time: 43.0463142395s, input_fired_time: 0.5418770909, output_fired_time: 0.0000000000, propagate_forward_time: 41.5067710876, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9976654053
validation[          , genome  6240] predictions:    5991/  10000 (59.91%), best:    5991/10000 (59.91%), error:     11475.51855, best error:     11475.51855 on epoch:    18, epoch:   18/100, mu: 0.8040533066, learning_rate: 0.0005880099, weight_decay: 0.0001748473

epoch time: 703.9921875000s, input_fired_time: 9.2421998978, output_fired_time: 3.0726401806, propagate_forward_time: 206.1207122803, propagate_backward_time: 478.9490051270, weight_update_time: 0.1723997742, other_time: 6.6076354980
epoch time: 43.0046348572s, input_fired_time: 0.5419070721, output_fired_time: 0.0000000000, propagate_forward_time: 41.4804801941, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9822463989
validation[          , genome  6240] predictions:    5993/  10000 (59.93%), best:    5993/10000 (59.93%), error:     11445.66016, best error:     11445.66016 on epoch:    19, epoch:   19/100, mu: 0.8142884970, learning_rate: 0.0005543425, weight_decay: 0.0001662524

epoch time: 703.9523315430s, input_fired_time: 9.2315082550, output_fired_time: 3.0760126114, propagate_forward_time: 205.9429168701, propagate_backward_time: 479.1505737305, weight_update_time: 0.1731434017, other_time: 6.5513305664
epoch time: 42.9685401917s, input_fired_time: 0.5450192690, output_fired_time: 0.0000000000, propagate_forward_time: 41.4421958923, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9813232422
validation[          , genome  6240] predictions:    6084/  10000 (60.84%), best:    6084/10000 (60.84%), error:     11258.40332, best error:     11258.40332 on epoch:    20, epoch:   20/100, mu: 0.8239603043, learning_rate: 0.0005226027, weight_decay: 0.0001580800

epoch time: 703.5227050781s, input_fired_time: 9.2239542007, output_fired_time: 3.0712115765, propagate_forward_time: 205.9196929932, propagate_backward_time: 478.9151611328, weight_update_time: 0.1735585034, other_time: 6.3927001953
epoch time: 43.0051498413s, input_fired_time: 0.5431727171, output_fired_time: 0.0000000000, propagate_forward_time: 41.4897727966, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9722061157
validation[          , genome  6240] predictions:    5968/  10000 (59.68%), best:    6084/10000 (60.84%), error:     11624.37109, best error:     11258.40332 on epoch:    20, epoch:   21/100, mu: 0.8330997229, learning_rate: 0.0004926802, weight_decay: 0.0001503094

epoch time: 703.2398071289s, input_fired_time: 9.2308626175, output_fired_time: 3.0689680576, propagate_forward_time: 205.9492645264, propagate_backward_time: 478.6011962891, weight_update_time: 0.1726308465, other_time: 6.3895263672
epoch time: 42.9775962830s, input_fired_time: 0.5430846214, output_fired_time: 0.0000000000, propagate_forward_time: 41.4537277222, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9807853699
validation[          , genome  6240] predictions:    6126/  10000 (61.26%), best:    6126/10000 (61.26%), error:     11124.71191, best error:     11124.71191 on epoch:    22, epoch:   22/100, mu: 0.8417360783, learning_rate: 0.0004644711, weight_decay: 0.0001429207

epoch time: 703.5529174805s, input_fired_time: 9.2474298477, output_fired_time: 3.0720179081, propagate_forward_time: 205.9227142334, propagate_backward_time: 478.9101257324, weight_update_time: 0.1732068211, other_time: 6.4006042480
epoch time: 43.0186386108s, input_fired_time: 0.5405814648, output_fired_time: 0.0000000000, propagate_forward_time: 41.4988327026, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9792251587
validation[          , genome  6240] predictions:    5811/  10000 (58.11%), best:    6126/10000 (61.26%), error:     12005.59766, best error:     11124.71191 on epoch:    22, epoch:   23/100, mu: 0.8498970866, learning_rate: 0.0004378770, weight_decay: 0.0001358952

epoch time: 703.9015502930s, input_fired_time: 9.2437658310, output_fired_time: 3.0724473000, propagate_forward_time: 206.0236206055, propagate_backward_time: 479.1502075195, weight_update_time: 0.1726035625, other_time: 6.4114990234
epoch time: 42.9994735718s, input_fired_time: 0.5470613837, output_fired_time: 0.0000000000, propagate_forward_time: 41.4782791138, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9741325378
validation[          , genome  6240] predictions:    6086/  10000 (60.86%), best:    6126/10000 (61.26%), error:     11171.19727, best error:     11124.71191 on epoch:    22, epoch:   24/100, mu: 0.8576088548, learning_rate: 0.0004128057, weight_decay: 0.0001292150

epoch time: 703.3499145508s, input_fired_time: 9.2392234802, output_fired_time: 3.0765562057, propagate_forward_time: 205.7803344727, propagate_backward_time: 478.8596191406, weight_update_time: 0.1733863652, other_time: 6.3942260742
epoch time: 42.9507369995s, input_fired_time: 0.5423960090, output_fired_time: 0.0000000000, propagate_forward_time: 41.4260482788, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9822921753
validation[          , genome  6240] predictions:    6074/  10000 (60.74%), best:    6126/10000 (61.26%), error:     11348.20020, best error:     11124.71191 on epoch:    22, epoch:   25/100, mu: 0.8648961186, learning_rate: 0.0003891698, weight_decay: 0.0001228633

epoch time: 703.7041015625s, input_fired_time: 9.2535781860, output_fired_time: 3.0750482082, propagate_forward_time: 205.9865112305, propagate_backward_time: 478.9713134766, weight_update_time: 0.1721365452, other_time: 6.4176025391
epoch time: 43.0518341064s, input_fired_time: 0.5505589247, output_fired_time: 0.0000000000, propagate_forward_time: 41.5243721008, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9769020081
validation[          , genome  6240] predictions:    6057/  10000 (60.57%), best:    6126/10000 (61.26%), error:     11325.74805, best error:     11124.71191 on epoch:    22, epoch:   26/100, mu: 0.8717823029, learning_rate: 0.0003668873, weight_decay: 0.0001168237

epoch time: 703.5445556641s, input_fired_time: 9.2532730103, output_fired_time: 3.0728852749, propagate_forward_time: 205.9539184570, propagate_backward_time: 478.8930664063, weight_update_time: 0.1732138544, other_time: 6.3713989258
epoch time: 43.0045928955s, input_fired_time: 0.5472934842, output_fired_time: 0.0000000000, propagate_forward_time: 41.4755287170, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9817695618
validation[          , genome  6240] predictions:    6095/  10000 (60.95%), best:    6126/10000 (61.26%), error:     11277.82031, best error:     11124.71191 on epoch:    22, epoch:   27/100, mu: 0.8782894611, learning_rate: 0.0003458806, weight_decay: 0.0001110811

epoch time: 704.2090454102s, input_fired_time: 9.2638025284, output_fired_time: 3.0764341354, propagate_forward_time: 206.0554656982, propagate_backward_time: 479.1739196777, weight_update_time: 0.1736845076, other_time: 6.6394348145
epoch time: 43.1775436401s, input_fired_time: 0.5504782200, output_fired_time: 0.0000000000, propagate_forward_time: 41.6167602539, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0103034973
validation[          , genome  6240] predictions:    6178/  10000 (61.78%), best:    6178/10000 (61.78%), error:     10980.80469, best error:     10980.80469 on epoch:    28, epoch:   28/100, mu: 0.8844383955, learning_rate: 0.0003260767, weight_decay: 0.0001056207

epoch time: 703.8904418945s, input_fired_time: 9.2528476715, output_fired_time: 3.0731103420, propagate_forward_time: 205.9285278320, propagate_backward_time: 478.9515380859, weight_update_time: 0.1752330959, other_time: 6.6843872070
epoch time: 42.9895782471s, input_fired_time: 0.5443487763, output_fired_time: 0.0000000000, propagate_forward_time: 41.4649276733, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9803009033
validation[          , genome  6240] predictions:    6071/  10000 (60.71%), best:    6178/10000 (61.78%), error:     11245.94336, best error:     10980.80469 on epoch:    28, epoch:   29/100, mu: 0.8902488947, learning_rate: 0.0003074066, weight_decay: 0.0001004287

epoch time: 703.4785156250s, input_fired_time: 9.2510023117, output_fired_time: 3.0724267960, propagate_forward_time: 205.6744842529, propagate_backward_time: 478.8829956055, weight_update_time: 0.1728406847, other_time: 6.5975952148
epoch time: 42.9636993408s, input_fired_time: 0.5470362306, output_fired_time: 0.0000000000, propagate_forward_time: 41.4413261414, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9753379822
validation[          , genome  6240] predictions:    6120/  10000 (61.20%), best:    6178/10000 (61.78%), error:     11089.36523, best error:     10980.80469 on epoch:    28, epoch:   30/100, mu: 0.8957395554, learning_rate: 0.0002898056, weight_decay: 0.0000954920

epoch time: 704.0024414063s, input_fired_time: 9.2675771713, output_fired_time: 3.0702545643, propagate_forward_time: 205.9015350342, propagate_backward_time: 479.2011718750, weight_update_time: 0.1726346016, other_time: 6.5618896484
epoch time: 43.0367164612s, input_fired_time: 0.5509985089, output_fired_time: 0.0000000000, propagate_forward_time: 41.5056877136, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9800300598
validation[          , genome  6240] predictions:    6213/  10000 (62.13%), best:    6213/10000 (62.13%), error:     10957.49707, best error:     10957.49707 on epoch:    31, epoch:   31/100, mu: 0.9009280205, learning_rate: 0.0002732123, weight_decay: 0.0000907979

epoch time: 703.2965698242s, input_fired_time: 9.2684450150, output_fired_time: 3.0771355629, propagate_forward_time: 205.6857604980, propagate_backward_time: 478.6978759766, weight_update_time: 0.1741384268, other_time: 6.5673522949
epoch time: 43.0183029175s, input_fired_time: 0.5496734977, output_fired_time: 0.0000000000, propagate_forward_time: 41.4900093079, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9786186218
validation[          , genome  6240] predictions:    6132/  10000 (61.32%), best:    6213/10000 (62.13%), error:     11195.10254, best error:     10957.49707 on epoch:    31, epoch:   32/100, mu: 0.9058308601, learning_rate: 0.0002575691, weight_decay: 0.0000863346

epoch time: 703.4454345703s, input_fired_time: 9.2715120316, output_fired_time: 3.0733094215, propagate_forward_time: 205.8393249512, propagate_backward_time: 478.6469421387, weight_update_time: 0.1722276509, other_time: 6.6143798828
epoch time: 43.0760498047s, input_fired_time: 0.5529848933, output_fired_time: 0.0000000000, propagate_forward_time: 41.5419158936, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9811477661
validation[          , genome  6240] predictions:    6193/  10000 (61.93%), best:    6213/10000 (62.13%), error:     11046.94336, best error:     10957.49707 on epoch:    31, epoch:   33/100, mu: 0.9104638100, learning_rate: 0.0002428216, weight_decay: 0.0000820907

epoch time: 703.5706787109s, input_fired_time: 9.2739849091, output_fired_time: 3.0812466145, propagate_forward_time: 205.7972869873, propagate_backward_time: 478.8021850586, weight_update_time: 0.1736294180, other_time: 6.6159667969
epoch time: 43.0610923767s, input_fired_time: 0.5514299870, output_fired_time: 0.0000000000, propagate_forward_time: 41.5279655457, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9816970825
validation[          , genome  6240] predictions:    6253/  10000 (62.53%), best:    6253/10000 (62.53%), error:     10918.58594, best error:     10918.58594 on epoch:    34, epoch:   34/100, mu: 0.9148417711, learning_rate: 0.0002289184, weight_decay: 0.0000780554

epoch time: 703.5144042969s, input_fired_time: 9.2725181580, output_fired_time: 3.0695273876, propagate_forward_time: 205.7226104736, propagate_backward_time: 478.9009094238, weight_update_time: 0.1741020828, other_time: 6.5488586426
epoch time: 43.0044403076s, input_fired_time: 0.5507746935, output_fired_time: 0.0000000000, propagate_forward_time: 41.4715003967, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9821662903
validation[          , genome  6240] predictions:    6121/  10000 (61.21%), best:    6253/10000 (62.53%), error:     11089.09668, best error:     10918.58594 on epoch:    34, epoch:   35/100, mu: 0.9189787507, learning_rate: 0.0002158113, weight_decay: 0.0000742185

epoch time: 703.5057983398s, input_fired_time: 9.2742843628, output_fired_time: 3.0734910965, propagate_forward_time: 205.7458648682, propagate_backward_time: 478.7426757813, weight_update_time: 0.1735972911, other_time: 6.6694946289
epoch time: 42.9696693420s, input_fired_time: 0.5502326488, output_fired_time: 0.0000000000, propagate_forward_time: 41.4406394958, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9787979126
validation[          , genome  6240] predictions:    6131/  10000 (61.31%), best:    6253/10000 (62.53%), error:     11130.31543, best error:     10918.58594 on epoch:    34, epoch:   36/100, mu: 0.9228880405, learning_rate: 0.0002034547, weight_decay: 0.0000705701

epoch time: 703.2564086914s, input_fired_time: 9.2759094238, output_fired_time: 3.0722594261, propagate_forward_time: 205.7584686279, propagate_backward_time: 478.5708618164, weight_update_time: 0.1737526208, other_time: 6.5788574219
epoch time: 42.9427032471s, input_fired_time: 0.5519161224, output_fired_time: 0.0000000000, propagate_forward_time: 41.4031639099, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9876213074
validation[          , genome  6240] predictions:    6170/  10000 (61.70%), best:    6253/10000 (62.53%), error:     11027.78906, best error:     10918.58594 on epoch:    34, epoch:   37/100, mu: 0.9265820980, learning_rate: 0.0001918056, weight_decay: 0.0000671012

epoch time: 706.0532226563s, input_fired_time: 9.3134088516, output_fired_time: 3.1074857712, propagate_forward_time: 206.8275756836, propagate_backward_time: 480.0616149902, weight_update_time: 0.1746416092, other_time: 6.7431335449
epoch time: 43.0099525452s, input_fired_time: 0.5550017357, output_fired_time: 0.0000000000, propagate_forward_time: 41.4715042114, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9834480286
validation[          , genome  6240] predictions:    6186/  10000 (61.86%), best:    6253/10000 (62.53%), error:     10971.79004, best error:     10918.58594 on epoch:    34, epoch:   38/100, mu: 0.9300728440, learning_rate: 0.0001808235, weight_decay: 0.0000638027

epoch time: 703.5240478516s, input_fired_time: 9.2977342606, output_fired_time: 3.0710594654, propagate_forward_time: 206.1300659180, propagate_backward_time: 478.3180847168, weight_update_time: 0.1727834940, other_time: 6.7071228027
epoch time: 43.7219314575s, input_fired_time: 0.5568697453, output_fired_time: 0.0000000000, propagate_forward_time: 41.4053344727, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7597274780
validation[          , genome  6240] predictions:    6172/  10000 (61.72%), best:    6253/10000 (62.53%), error:     11143.78711, best error:     10918.58594 on epoch:    34, epoch:   39/100, mu: 0.9333714247, learning_rate: 0.0001704701, weight_decay: 0.0000606664

epoch time: 703.6190185547s, input_fired_time: 9.2997856140, output_fired_time: 3.0711743832, propagate_forward_time: 205.8139953613, propagate_backward_time: 478.7934875488, weight_update_time: 0.1723721176, other_time: 6.6405639648
epoch time: 42.9897232056s, input_fired_time: 0.5624397397, output_fired_time: 0.0000000000, propagate_forward_time: 41.4460067749, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9812774658
validation[          , genome  6240] predictions:    6179/  10000 (61.79%), best:    6253/10000 (62.53%), error:     10975.34082, best error:     10918.58594 on epoch:    34, epoch:   40/100, mu: 0.9364884496, learning_rate: 0.0001607096, weight_decay: 0.0000576842

epoch time: 703.3071899414s, input_fired_time: 9.3015613556, output_fired_time: 3.0656557083, propagate_forward_time: 205.8683929443, propagate_backward_time: 478.4940185547, weight_update_time: 0.1745702177, other_time: 6.5775146484
epoch time: 42.8618240356s, input_fired_time: 0.5525693297, output_fired_time: 0.0000000000, propagate_forward_time: 41.3272666931, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9819869995
validation[          , genome  6240] predictions:    6146/  10000 (61.46%), best:    6253/10000 (62.53%), error:     11008.74805, best error:     10918.58594 on epoch:    34, epoch:   41/100, mu: 0.9394339323, learning_rate: 0.0001515079, weight_decay: 0.0000548486

epoch time: 703.3929443359s, input_fired_time: 9.2962608337, output_fired_time: 3.0713205338, propagate_forward_time: 205.9071502686, propagate_backward_time: 478.6572570801, weight_update_time: 0.1732101440, other_time: 6.4609069824
epoch time: 42.9123573303s, input_fired_time: 0.5534196496, output_fired_time: 0.0000000000, propagate_forward_time: 41.3874664307, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9714698792
validation[          , genome  6240] predictions:    6232/  10000 (62.32%), best:    6253/10000 (62.53%), error:     10983.54688, best error:     10918.58594 on epoch:    34, epoch:   42/100, mu: 0.9422172904, learning_rate: 0.0001428331, weight_decay: 0.0000521525

epoch time: 703.9185180664s, input_fired_time: 9.3042802811, output_fired_time: 3.0737409592, propagate_forward_time: 206.0836486816, propagate_backward_time: 479.0272521973, weight_update_time: 0.1732767820, other_time: 6.4296264648
epoch time: 42.9876556396s, input_fired_time: 0.5561671853, output_fired_time: 0.0000000000, propagate_forward_time: 41.4553184509, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9761695862
validation[          , genome  6240] predictions:    6146/  10000 (61.46%), best:    6253/10000 (62.53%), error:     11017.04492, best error:     10918.58594 on epoch:    34, epoch:   43/100, mu: 0.9448474050, learning_rate: 0.0001346550, weight_decay: 0.0000495888

epoch time: 703.3575439453s, input_fired_time: 9.3231964111, output_fired_time: 3.0770668983, propagate_forward_time: 205.8729095459, propagate_backward_time: 478.6503601074, weight_update_time: 0.1729883850, other_time: 6.4339904785
epoch time: 42.9605064392s, input_fired_time: 0.5552184582, output_fired_time: 0.0000000000, propagate_forward_time: 41.4243240356, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9809646606
validation[          , genome  6240] predictions:    6261/  10000 (62.61%), best:    6261/10000 (62.61%), error:     10783.67676, best error:     10783.67676 on epoch:    44, epoch:   44/100, mu: 0.9473327398, learning_rate: 0.0001269451, weight_decay: 0.0000471512

epoch time: 703.4443969727s, input_fired_time: 9.3105363846, output_fired_time: 3.0742683411, propagate_forward_time: 205.9592590332, propagate_backward_time: 478.7140197754, weight_update_time: 0.1736383885, other_time: 6.3862915039
epoch time: 43.0038146973s, input_fired_time: 0.5601253510, output_fired_time: 0.0000000000, propagate_forward_time: 41.4687500000, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9749374390
validation[          , genome  6240] predictions:    6283/  10000 (62.83%), best:    6283/10000 (62.83%), error:     10749.78613, best error:     10749.78613 on epoch:    45, epoch:   45/100, mu: 0.9496812820, learning_rate: 0.0001196766, weight_decay: 0.0000448334

epoch time: 703.9353027344s, input_fired_time: 9.3112735748, output_fired_time: 3.0685162544, propagate_forward_time: 205.9601287842, propagate_backward_time: 479.1887512207, weight_update_time: 0.1732992679, other_time: 6.4065856934
epoch time: 42.9679832458s, input_fired_time: 0.5565350056, output_fired_time: 0.0000000000, propagate_forward_time: 41.4348220825, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9766273499
validation[          , genome  6240] predictions:    6221/  10000 (62.21%), best:    6283/10000 (62.83%), error:     10770.92969, best error:     10749.78613 on epoch:    45, epoch:   46/100, mu: 0.9519005418, learning_rate: 0.0001128244, weight_decay: 0.0000426296

epoch time: 703.8636474609s, input_fired_time: 9.3254451752, output_fired_time: 3.0711321831, propagate_forward_time: 205.9855499268, propagate_backward_time: 479.0607910156, weight_update_time: 0.1727570742, other_time: 6.4207763672
epoch time: 43.0470771790s, input_fired_time: 0.5581322312, output_fired_time: 0.0000000000, propagate_forward_time: 41.5107727051, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9781723022
validation[          , genome  6240] predictions:    6207/  10000 (62.07%), best:    6283/10000 (62.83%), error:     10857.53125, best error:     10749.78613 on epoch:    45, epoch:   47/100, mu: 0.9539976716, learning_rate: 0.0001063644, weight_decay: 0.0000405340

epoch time: 703.7534179688s, input_fired_time: 9.3249759674, output_fired_time: 3.0753643513, propagate_forward_time: 206.0253143311, propagate_backward_time: 478.8955993652, weight_update_time: 0.1723262966, other_time: 6.4321594238
epoch time: 42.9475135803s, input_fired_time: 0.5612696409, output_fired_time: 0.0000000000, propagate_forward_time: 41.4074859619, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9787597656
validation[          , genome  6240] predictions:    6247/  10000 (62.47%), best:    6283/10000 (62.83%), error:     10983.41992, best error:     10749.78613 on epoch:    45, epoch:   48/100, mu: 0.9559793472, learning_rate: 0.0001002744, weight_decay: 0.0000385415

epoch time: 703.1845703125s, input_fired_time: 9.3073120117, output_fired_time: 3.0699295998, propagate_forward_time: 205.7723236084, propagate_backward_time: 478.5692749023, weight_update_time: 0.1732306927, other_time: 6.4656982422
epoch time: 43.0937156677s, input_fired_time: 0.5586533546, output_fired_time: 0.0000000000, propagate_forward_time: 41.5548057556, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9802551270
validation[          , genome  6240] predictions:    6239/  10000 (62.39%), best:    6283/10000 (62.83%), error:     10908.32813, best error:     10749.78613 on epoch:    45, epoch:   49/100, mu: 0.9578519464, learning_rate: 0.0000945330, weight_decay: 0.0000366470

epoch time: 703.7651367188s, input_fired_time: 9.3286437988, output_fired_time: 3.0703687668, propagate_forward_time: 206.0381927490, propagate_backward_time: 478.8190917969, weight_update_time: 0.1730254143, other_time: 6.5088500977
epoch time: 43.0048866272s, input_fired_time: 0.5602372289, output_fired_time: 0.0000000000, propagate_forward_time: 41.4708442688, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9738044739
validation[          , genome  6240] predictions:    6347/  10000 (63.47%), best:    6347/10000 (63.47%), error:     10593.25684, best error:     10593.25684 on epoch:    50, epoch:   50/100, mu: 0.9596214890, learning_rate: 0.0000891204, weight_decay: 0.0000348455

epoch time: 703.6800537109s, input_fired_time: 9.3283214569, output_fired_time: 3.0685224533, propagate_forward_time: 205.9141540527, propagate_backward_time: 478.8843994141, weight_update_time: 0.1735181212, other_time: 6.4846496582
epoch time: 43.0061950684s, input_fired_time: 0.5633980632, output_fired_time: 0.0000000000, propagate_forward_time: 41.4625167847, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9802818298
validation[          , genome  6240] predictions:    6305/  10000 (63.05%), best:    6347/10000 (63.47%), error:     10597.51953, best error:     10593.25684 on epoch:    50, epoch:   51/100, mu: 0.9612936378, learning_rate: 0.0000840176, weight_decay: 0.0000331326

epoch time: 704.0372924805s, input_fired_time: 9.3379011154, output_fired_time: 3.0711259842, propagate_forward_time: 206.1736602783, propagate_backward_time: 478.9539184570, weight_update_time: 0.1728040278, other_time: 6.5007324219
epoch time: 42.9907760620s, input_fired_time: 0.5613653660, output_fired_time: 0.0000000000, propagate_forward_time: 41.4584426880, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9709663391
validation[          , genome  6240] predictions:    6399/  10000 (63.99%), best:    6399/10000 (63.99%), error:     10582.07715, best error:     10582.07715 on epoch:    52, epoch:   52/100, mu: 0.9628737569, learning_rate: 0.0000792071, weight_decay: 0.0000315039

epoch time: 707.1560058594s, input_fired_time: 9.3731746674, output_fired_time: 3.0959613323, propagate_forward_time: 206.7729949951, propagate_backward_time: 481.1138916016, weight_update_time: 0.1737460345, other_time: 6.7999877930
epoch time: 45.0368041992s, input_fired_time: 0.5786865950, output_fired_time: 0.0000000000, propagate_forward_time: 42.6500244141, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8080940247
validation[          , genome  6240] predictions:    6283/  10000 (62.83%), best:    6399/10000 (63.99%), error:     10747.32031, best error:     10582.07715 on epoch:    52, epoch:   53/100, mu: 0.9643669128, learning_rate: 0.0000746719, weight_decay: 0.0000299553

epoch time: 711.5003662109s, input_fired_time: 9.4597024918, output_fired_time: 3.1271708012, propagate_forward_time: 208.3311004639, propagate_backward_time: 484.0288696289, weight_update_time: 0.1771734953, other_time: 6.5534667969
epoch time: 43.2805480957s, input_fired_time: 0.5701645017, output_fired_time: 0.0000000000, propagate_forward_time: 41.7070693970, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0033149719
validation[          , genome  6240] predictions:    6356/  10000 (63.56%), best:    6356/10000 (63.56%), error:     10486.58301, best error:     10486.58301 on epoch:    54, epoch:   54/100, mu: 0.9657778740, learning_rate: 0.0000703965, weight_decay: 0.0000284828

epoch time: 711.1156616211s, input_fired_time: 9.4330854416, output_fired_time: 3.1330754757, propagate_forward_time: 208.2931060791, propagate_backward_time: 484.2051086426, weight_update_time: 0.1761585325, other_time: 6.0513000488
epoch time: 43.5549125671s, input_fired_time: 0.5768437386, output_fired_time: 0.0000000000, propagate_forward_time: 41.9863815308, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9916877747
validation[          , genome  6240] predictions:    6362/  10000 (63.62%), best:    6356/10000 (63.56%), error:     10507.87598, best error:     10486.58301 on epoch:    54, epoch:   55/100, mu: 0.9671111703, learning_rate: 0.0000663658, weight_decay: 0.0000270827

epoch time: 714.1854858398s, input_fired_time: 9.4915447235, output_fired_time: 3.1352047920, propagate_forward_time: 209.2415008545, propagate_backward_time: 486.3168640137, weight_update_time: 0.1782013327, other_time: 6.0003967285
epoch time: 43.9801330566s, input_fired_time: 0.5758634210, output_fired_time: 0.0000000000, propagate_forward_time: 42.3895912170, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0146789551
validation[          , genome  6240] predictions:    6332/  10000 (63.32%), best:    6356/10000 (63.56%), error:     10598.31348, best error:     10486.58301 on epoch:    54, epoch:   56/100, mu: 0.9683710337, learning_rate: 0.0000625659, weight_decay: 0.0000257514

epoch time: 719.9487304688s, input_fired_time: 9.5895509720, output_fired_time: 3.2090888023, propagate_forward_time: 210.8241424561, propagate_backward_time: 490.2576293945, weight_update_time: 0.1799241751, other_time: 6.0682983398
epoch time: 43.3362770081s, input_fired_time: 0.5701739192, output_fired_time: 0.0000000000, propagate_forward_time: 41.7791404724, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9869613647
validation[          , genome  6240] predictions:    6356/  10000 (63.56%), best:    6356/10000 (63.56%), error:     10498.12207, best error:     10486.58301 on epoch:    54, epoch:   57/100, mu: 0.9695615768, learning_rate: 0.0000589836, weight_decay: 0.0000244855

epoch time: 710.9053955078s, input_fired_time: 9.4472103119, output_fired_time: 3.1223642826, propagate_forward_time: 208.3147430420, propagate_backward_time: 483.8520507813, weight_update_time: 0.1760450304, other_time: 6.1690063477
epoch time: 43.8071250916s, input_fired_time: 0.6201826334, output_fired_time: 0.0000000000, propagate_forward_time: 42.1734504700, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0134925842
validation[          , genome  6240] predictions:    6373/  10000 (63.73%), best:    6356/10000 (63.56%), error:     10512.44336, best error:     10486.58301 on epoch:    54, epoch:   58/100, mu: 0.9706865549, learning_rate: 0.0000556064, weight_decay: 0.0000232819

epoch time: 710.9147338867s, input_fired_time: 9.4801282883, output_fired_time: 3.1238613129, propagate_forward_time: 208.5622406006, propagate_backward_time: 483.6707763672, weight_update_time: 0.1779002100, other_time: 6.0777587891
epoch time: 44.1411018372s, input_fired_time: 0.5811468959, output_fired_time: 0.0000000000, propagate_forward_time: 42.5076370239, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0523185730
validation[          , genome  6240] predictions:    6377/  10000 (63.77%), best:    6356/10000 (63.56%), error:     10540.83301, best error:     10486.58301 on epoch:    54, epoch:   59/100, mu: 0.9717496634, learning_rate: 0.0000524226, weight_decay: 0.0000221375

epoch time: 710.8593139648s, input_fired_time: 9.4386119843, output_fired_time: 3.1250531673, propagate_forward_time: 208.2830505371, propagate_backward_time: 484.0703735352, weight_update_time: 0.1776375920, other_time: 5.9422302246
epoch time: 43.7999763489s, input_fired_time: 0.5946937799, output_fired_time: 0.0000000000, propagate_forward_time: 42.2041168213, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0011672974
validation[          , genome  6240] predictions:    6335/  10000 (63.35%), best:    6356/10000 (63.56%), error:     10652.36426, best error:     10486.58301 on epoch:    54, epoch:   60/100, mu: 0.9727542400, learning_rate: 0.0000494211, weight_decay: 0.0000210493

epoch time: 736.0302124023s, input_fired_time: 9.8002233505, output_fired_time: 3.2630190849, propagate_forward_time: 215.5203857422, propagate_backward_time: 501.1210937500, weight_update_time: 0.1846287996, other_time: 6.3255004883
epoch time: 44.0910568237s, input_fired_time: 0.5854845643, output_fired_time: 0.0000000000, propagate_forward_time: 42.4859008789, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0196723938
validation[          , genome  6240] predictions:    6338/  10000 (63.38%), best:    6356/10000 (63.56%), error:     10527.86230, best error:     10486.58301 on epoch:    54, epoch:   61/100, mu: 0.9737035036, learning_rate: 0.0000465914, weight_decay: 0.0000200145

epoch time: 716.7114868164s, input_fired_time: 9.5776739120, output_fired_time: 3.1782693863, propagate_forward_time: 209.7158355713, propagate_backward_time: 488.1978759766, weight_update_time: 0.1807079613, other_time: 6.0418090820
epoch time: 43.6415977478s, input_fired_time: 0.5794697404, output_fired_time: 0.0000000000, propagate_forward_time: 42.0569229126, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0052032471
validation[          , genome  6240] predictions:    6417/  10000 (64.17%), best:    6417/10000 (64.17%), error:     10443.99902, best error:     10443.99902 on epoch:    62, epoch:   62/100, mu: 0.9746004939, learning_rate: 0.0000439237, weight_decay: 0.0000190307

epoch time: 712.8091430664s, input_fired_time: 9.4941682816, output_fired_time: 3.1298642159, propagate_forward_time: 209.3583984375, propagate_backward_time: 484.7128601074, weight_update_time: 0.1771210283, other_time: 6.1138610840
epoch time: 43.2706985474s, input_fired_time: 0.5739762187, output_fired_time: 0.0000000000, propagate_forward_time: 41.7102241516, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9864997864
validation[          , genome  6240] predictions:    6415/  10000 (64.15%), best:    6417/10000 (64.17%), error:     10446.70313, best error:     10443.99902 on epoch:    62, epoch:   63/100, mu: 0.9754481316, learning_rate: 0.0000414088, weight_decay: 0.0000180952

epoch time: 710.7919311523s, input_fired_time: 9.4584388733, output_fired_time: 3.1243607998, propagate_forward_time: 207.8507385254, propagate_backward_time: 484.3778381348, weight_update_time: 0.1774325520, other_time: 5.9805297852
epoch time: 43.1459007263s, input_fired_time: 0.5718947053, output_fired_time: 0.0000000000, propagate_forward_time: 41.5937347412, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9802703857
validation[          , genome  6240] predictions:    6412/  10000 (64.12%), best:    6417/10000 (64.17%), error:     10445.48340, best error:     10443.99902 on epoch:    62, epoch:   64/100, mu: 0.9762490988, learning_rate: 0.0000390379, weight_decay: 0.0000172057

epoch time: 710.4268798828s, input_fired_time: 9.4404726028, output_fired_time: 3.1387608051, propagate_forward_time: 208.2245788574, propagate_backward_time: 483.5807189941, weight_update_time: 0.1756224632, other_time: 6.0423583984
epoch time: 43.4007377625s, input_fired_time: 0.5776807666, output_fired_time: 0.0000000000, propagate_forward_time: 41.8223381042, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0007171631
validation[          , genome  6240] predictions:    6423/  10000 (64.23%), best:    6423/10000 (64.23%), error:     10331.41602, best error:     10331.41602 on epoch:    65, epoch:   65/100, mu: 0.9770060182, learning_rate: 0.0000368027, weight_decay: 0.0000163599

epoch time: 710.6389160156s, input_fired_time: 9.5628986359, output_fired_time: 3.1222696304, propagate_forward_time: 208.0261535645, propagate_backward_time: 483.7311401367, weight_update_time: 0.1777893901, other_time: 6.1964416504
epoch time: 43.3012008667s, input_fired_time: 0.5756591558, output_fired_time: 0.0000000000, propagate_forward_time: 41.7316246033, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9939155579
validation[          , genome  6240] predictions:    6404/  10000 (64.04%), best:    6423/10000 (64.23%), error:     10391.03516, best error:     10331.41602 on epoch:    65, epoch:   66/100, mu: 0.9777212739, learning_rate: 0.0000346955, weight_decay: 0.0000155557

epoch time: 711.1175537109s, input_fired_time: 9.4819221497, output_fired_time: 3.1353266239, propagate_forward_time: 208.5204162598, propagate_backward_time: 483.6761474609, weight_update_time: 0.1782154739, other_time: 6.3037414551
epoch time: 43.7289543152s, input_fired_time: 0.5828214884, output_fired_time: 0.0000000000, propagate_forward_time: 42.1346168518, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0115165710
validation[          , genome  6240] predictions:    6394/  10000 (63.94%), best:    6423/10000 (64.23%), error:     10411.38184, best error:     10331.41602 on epoch:    65, epoch:   67/100, mu: 0.9783971310, learning_rate: 0.0000327089, weight_decay: 0.0000147911

epoch time: 710.0693359375s, input_fired_time: 9.4581480026, output_fired_time: 3.1236693859, propagate_forward_time: 208.0901947021, propagate_backward_time: 483.4125366211, weight_update_time: 0.1762684882, other_time: 5.9848022461
epoch time: 43.5460510254s, input_fired_time: 0.5778772831, output_fired_time: 0.0000000000, propagate_forward_time: 41.9775581360, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9906158447
validation[          , genome  6240] predictions:    6367/  10000 (63.67%), best:    6423/10000 (64.23%), error:     10455.82227, best error:     10331.41602 on epoch:    65, epoch:   68/100, mu: 0.9790357947, learning_rate: 0.0000308361, weight_decay: 0.0000140640

epoch time: 710.2473754883s, input_fired_time: 9.4748477936, output_fired_time: 3.1203186512, propagate_forward_time: 208.0532989502, propagate_backward_time: 483.0269775391, weight_update_time: 0.1774857491, other_time: 6.5719604492
epoch time: 43.3218040466s, input_fired_time: 0.5754618645, output_fired_time: 0.0000000000, propagate_forward_time: 41.7480506897, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9982910156
validation[          , genome  6240] predictions:    6433/  10000 (64.33%), best:    6423/10000 (64.23%), error:     10364.21289, best error:     10331.41602 on epoch:    65, epoch:   69/100, mu: 0.9796392918, learning_rate: 0.0000290706, weight_decay: 0.0000133727

epoch time: 711.8769531250s, input_fired_time: 9.4661359787, output_fired_time: 3.1297717094, propagate_forward_time: 208.2126617432, propagate_backward_time: 484.9333801270, weight_update_time: 0.1778210700, other_time: 6.1350402832
epoch time: 44.1417350769s, input_fired_time: 0.5864740610, output_fired_time: 0.0000000000, propagate_forward_time: 42.5157775879, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0394821167
validation[          , genome  6240] predictions:    6415/  10000 (64.15%), best:    6423/10000 (64.23%), error:     10333.37891, best error:     10331.41602 on epoch:    65, epoch:   70/100, mu: 0.9802095890, learning_rate: 0.0000274061, weight_decay: 0.0000127153

epoch time: 711.7626342773s, input_fired_time: 9.5857906342, output_fired_time: 3.1632144451, propagate_forward_time: 208.5554504395, propagate_backward_time: 484.4286804199, weight_update_time: 0.1765173376, other_time: 6.0294799805
epoch time: 43.3045616150s, input_fired_time: 0.5751832724, output_fired_time: 0.0000000000, propagate_forward_time: 41.7381477356, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9912300110
validation[          , genome  6240] predictions:    6413/  10000 (64.13%), best:    6423/10000 (64.23%), error:     10413.41016, best error:     10331.41602 on epoch:    65, epoch:   71/100, mu: 0.9807484746, learning_rate: 0.0000258369, weight_decay: 0.0000120903

epoch time: 713.1173095703s, input_fired_time: 9.4822330475, output_fired_time: 3.1656172276, propagate_forward_time: 209.2355804443, propagate_backward_time: 485.2073364258, weight_update_time: 0.1779616922, other_time: 6.0265502930
epoch time: 43.3788299561s, input_fired_time: 0.5759592652, output_fired_time: 0.0000000000, propagate_forward_time: 41.8115539551, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9913177490
validation[          , genome  6240] predictions:    6429/  10000 (64.29%), best:    6423/10000 (64.23%), error:     10366.40527, best error:     10331.41602 on epoch:    65, epoch:   72/100, mu: 0.9812577367, learning_rate: 0.0000243576, weight_decay: 0.0000114959

epoch time: 710.5205078125s, input_fired_time: 9.4755525589, output_fired_time: 3.1242594719, propagate_forward_time: 208.0563659668, propagate_backward_time: 483.5274353027, weight_update_time: 0.1758547127, other_time: 6.3369140625
epoch time: 43.2753944397s, input_fired_time: 0.5762150288, output_fired_time: 0.0000000000, propagate_forward_time: 41.7076148987, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9915657043
validation[          , genome  6240] predictions:    6457/  10000 (64.57%), best:    6457/10000 (64.57%), error:     10309.07715, best error:     10309.07715 on epoch:    73, epoch:   73/100, mu: 0.9817389250, learning_rate: 0.0000229629, weight_decay: 0.0000109308

epoch time: 712.6909179688s, input_fired_time: 9.4910964966, output_fired_time: 3.1220772266, propagate_forward_time: 208.4387664795, propagate_backward_time: 485.4348144531, weight_update_time: 0.1761415303, other_time: 6.2041625977
epoch time: 43.5690612793s, input_fired_time: 0.5824958682, output_fired_time: 0.0000000000, propagate_forward_time: 41.9990921021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9874725342
validation[          , genome  6240] predictions:    6409/  10000 (64.09%), best:    6457/10000 (64.57%), error:     10429.77344, best error:     10309.07715 on epoch:    73, epoch:   74/100, mu: 0.9821936488, learning_rate: 0.0000216482, weight_decay: 0.0000103935

epoch time: 710.5811767578s, input_fired_time: 9.4706335068, output_fired_time: 3.1259484291, propagate_forward_time: 207.8841705322, propagate_backward_time: 484.1320800781, weight_update_time: 0.1750102341, other_time: 5.9683227539
epoch time: 43.2736396790s, input_fired_time: 0.5773905516, output_fired_time: 0.0000000000, propagate_forward_time: 41.7095870972, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9866638184
validation[          , genome  6240] predictions:    6434/  10000 (64.34%), best:    6457/10000 (64.57%), error:     10415.72363, best error:     10309.07715 on epoch:    73, epoch:   75/100, mu: 0.9826233387, learning_rate: 0.0000204087, weight_decay: 0.0000098826

epoch time: 713.8032226563s, input_fired_time: 9.5282154083, output_fired_time: 3.1425709724, propagate_forward_time: 208.7545166016, propagate_backward_time: 486.4101257324, weight_update_time: 0.1773503721, other_time: 5.9678039551
epoch time: 43.5358428955s, input_fired_time: 0.5807998776, output_fired_time: 0.0000000000, propagate_forward_time: 41.9635963440, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9914474487
validation[          , genome  6240] predictions:    6358/  10000 (63.58%), best:    6457/10000 (64.57%), error:     10375.42480, best error:     10309.07715 on epoch:    73, epoch:   76/100, mu: 0.9830293655, learning_rate: 0.0000192401, weight_decay: 0.0000093968

epoch time: 718.2648925781s, input_fired_time: 9.5970211029, output_fired_time: 3.1620047092, propagate_forward_time: 210.3406066895, propagate_backward_time: 489.1113586426, weight_update_time: 0.1790564656, other_time: 6.0538940430
epoch time: 43.3363723755s, input_fired_time: 0.5822975636, output_fired_time: 0.0000000000, propagate_forward_time: 41.7655601501, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9885139465
validation[          , genome  6240] predictions:    6405/  10000 (64.05%), best:    6457/10000 (64.57%), error:     10377.29395, best error:     10309.07715 on epoch:    73, epoch:   77/100, mu: 0.9834130406, learning_rate: 0.0000181385, weight_decay: 0.0000089349

epoch time: 714.1313476563s, input_fired_time: 9.5331945419, output_fired_time: 3.1283669472, propagate_forward_time: 208.8019561768, propagate_backward_time: 486.6642150879, weight_update_time: 0.1784873754, other_time: 6.0036315918
epoch time: 43.7498321533s, input_fired_time: 0.5998224020, output_fired_time: 0.0000000000, propagate_forward_time: 42.1494102478, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0005989075
validation[          , genome  6240] predictions:    6440/  10000 (64.40%), best:    6457/10000 (64.57%), error:     10354.72070, best error:     10309.07715 on epoch:    73, epoch:   78/100, mu: 0.9837756157, learning_rate: 0.0000171000, weight_decay: 0.0000084957

epoch time: 713.1919555664s, input_fired_time: 9.5297021866, output_fired_time: 3.1390769482, propagate_forward_time: 208.9108428955, propagate_backward_time: 485.6142272949, weight_update_time: 0.1783587039, other_time: 5.9980773926
epoch time: 43.2762451172s, input_fired_time: 0.5783381462, output_fired_time: 0.0000000000, propagate_forward_time: 41.7139816284, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9839248657
validation[          , genome  6240] predictions:    6442/  10000 (64.42%), best:    6457/10000 (64.57%), error:     10326.30371, best error:     10309.07715 on epoch:    73, epoch:   79/100, mu: 0.9841182232, learning_rate: 0.0000161209, weight_decay: 0.0000080781

epoch time: 711.3096313477s, input_fired_time: 9.4948701859, output_fired_time: 3.1399250031, propagate_forward_time: 208.1674194336, propagate_backward_time: 484.5232849121, weight_update_time: 0.1754424274, other_time: 5.9841003418
epoch time: 43.3812370300s, input_fired_time: 0.5798137188, output_fired_time: 0.0000000000, propagate_forward_time: 41.7971420288, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0042800903
validation[          , genome  6240] predictions:    6433/  10000 (64.33%), best:    6433/10000 (64.33%), error:     10291.50195, best error:     10291.50195 on epoch:    80, epoch:   80/100, mu: 0.9844419956, learning_rate: 0.0000151979, weight_decay: 0.0000076810

epoch time: 721.7662353516s, input_fired_time: 9.6562089920, output_fired_time: 3.2211956978, propagate_forward_time: 210.9962310791, propagate_backward_time: 491.4911804199, weight_update_time: 0.1783575863, other_time: 6.4014587402
epoch time: 43.8445472717s, input_fired_time: 0.5834077597, output_fired_time: 0.0000000000, propagate_forward_time: 42.2494583130, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0116806030
validation[          , genome  6240] predictions:    6485/  10000 (64.85%), best:    6485/10000 (64.85%), error:     10288.27148, best error:     10288.27148 on epoch:    81, epoch:   81/100, mu: 0.9847479463, learning_rate: 0.0000143277, weight_decay: 0.0000073034

epoch time: 710.7276611328s, input_fired_time: 9.4582605362, output_fired_time: 3.1181178093, propagate_forward_time: 207.8852386475, propagate_backward_time: 484.2597351074, weight_update_time: 0.1750806123, other_time: 6.0063171387
epoch time: 43.5190238953s, input_fired_time: 0.5819683671, output_fired_time: 0.0000000000, propagate_forward_time: 41.9364242554, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0006294250
validation[          , genome  6240] predictions:    6440/  10000 (64.40%), best:    6485/10000 (64.85%), error:     10293.82813, best error:     10288.27148 on epoch:    81, epoch:   82/100, mu: 0.9850370288, learning_rate: 0.0000135073, weight_decay: 0.0000069444

epoch time: 709.3157348633s, input_fired_time: 9.4620227814, output_fired_time: 3.1851358414, propagate_forward_time: 207.6379699707, propagate_backward_time: 483.0849609375, weight_update_time: 0.1754256040, other_time: 5.9456481934
epoch time: 43.4145317078s, input_fired_time: 0.5781049728, output_fired_time: 0.0000000000, propagate_forward_time: 41.8354187012, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0010070801
validation[          , genome  6240] predictions:    6416/  10000 (64.16%), best:    6485/10000 (64.85%), error:     10373.09277, best error:     10288.27148 on epoch:    81, epoch:   83/100, mu: 0.9853101969, learning_rate: 0.0000127339, weight_decay: 0.0000066030

epoch time: 709.9525756836s, input_fired_time: 9.4675159454, output_fired_time: 3.1336236000, propagate_forward_time: 207.6660461426, propagate_backward_time: 483.6984558105, weight_update_time: 0.1753708571, other_time: 5.9869384766
epoch time: 43.2266960144s, input_fired_time: 0.5776422620, output_fired_time: 0.0000000000, propagate_forward_time: 41.6670455933, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9820098877
validation[          , genome  6240] predictions:    6437/  10000 (64.37%), best:    6437/10000 (64.37%), error:     10286.00684, best error:     10286.00684 on epoch:    84, epoch:   84/100, mu: 0.9855683446, learning_rate: 0.0000120048, weight_decay: 0.0000062785

epoch time: 712.0653076172s, input_fired_time: 9.5180301666, output_fired_time: 3.1356384754, propagate_forward_time: 208.3931732178, propagate_backward_time: 485.0743408203, weight_update_time: 0.1756831110, other_time: 5.9441528320
epoch time: 43.3213539124s, input_fired_time: 0.5796799064, output_fired_time: 0.0000000000, propagate_forward_time: 41.7478446960, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9938278198
validation[          , genome  6240] predictions:    6473/  10000 (64.73%), best:    6473/10000 (64.73%), error:     10266.70605, best error:     10266.70605 on epoch:    85, epoch:   85/100, mu: 0.9858123064, learning_rate: 0.0000113175, weight_decay: 0.0000059698

epoch time: 710.1674194336s, input_fired_time: 9.4965085983, output_fired_time: 3.1186344624, propagate_forward_time: 207.9230346680, propagate_backward_time: 483.3662719727, weight_update_time: 0.1770357788, other_time: 6.2629394531
epoch time: 43.4998168945s, input_fired_time: 0.5809347630, output_fired_time: 0.0000000000, propagate_forward_time: 41.9310760498, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9878044128
validation[          , genome  6240] predictions:    6454/  10000 (64.54%), best:    6473/10000 (64.73%), error:     10268.77539, best error:     10266.70605 on epoch:    85, epoch:   86/100, mu: 0.9860427976, learning_rate: 0.0000106695, weight_decay: 0.0000056764

epoch time: 714.6346435547s, input_fired_time: 9.5105648041, output_fired_time: 3.1256315708, propagate_forward_time: 208.6162261963, propagate_backward_time: 486.9743347168, weight_update_time: 0.1761023104, other_time: 6.4079284668
epoch time: 43.6651802063s, input_fired_time: 0.5822838545, output_fired_time: 0.0000000000, propagate_forward_time: 42.0793228149, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0035743713
validation[          , genome  6240] predictions:    6469/  10000 (64.69%), best:    6473/10000 (64.73%), error:     10349.79883, best error:     10266.70605 on epoch:    85, epoch:   87/100, mu: 0.9862605929, learning_rate: 0.0000100586, weight_decay: 0.0000053973

epoch time: 710.8128662109s, input_fired_time: 9.4980983734, output_fired_time: 3.1468868256, propagate_forward_time: 207.7498016357, propagate_backward_time: 484.3750000000, weight_update_time: 0.1765464395, other_time: 6.0430297852
epoch time: 43.4848403931s, input_fired_time: 0.5848509073, output_fired_time: 0.0000000000, propagate_forward_time: 41.8900260925, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0099639893
validation[          , genome  6240] predictions:    6461/  10000 (64.61%), best:    6461/10000 (64.61%), error:     10242.18066, best error:     10242.18066 on epoch:    88, epoch:   88/100, mu: 0.9864664078, learning_rate: 0.0000094827, weight_decay: 0.0000051320

epoch time: 718.3955078125s, input_fired_time: 9.6473512650, output_fired_time: 3.1759588718, propagate_forward_time: 210.2564697266, propagate_backward_time: 489.2332458496, weight_update_time: 0.1814876944, other_time: 6.0824890137
epoch time: 43.5534896851s, input_fired_time: 0.5801336765, output_fired_time: 0.0000000000, propagate_forward_time: 41.9788131714, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9945411682
validation[          , genome  6240] predictions:    6454/  10000 (64.54%), best:    6461/10000 (64.61%), error:     10342.29590, best error:     10242.18066 on epoch:    88, epoch:   89/100, mu: 0.9866608977, learning_rate: 0.0000089397, weight_decay: 0.0000048797

epoch time: 713.7523193359s, input_fired_time: 9.5678873062, output_fired_time: 3.1279394627, propagate_forward_time: 208.8894805908, propagate_backward_time: 486.1663208008, weight_update_time: 0.1766435355, other_time: 6.0007324219
epoch time: 43.4773712158s, input_fired_time: 0.5844513774, output_fired_time: 0.0000000000, propagate_forward_time: 41.9043617249, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9885597229
validation[          , genome  6240] predictions:    6458/  10000 (64.58%), best:    6461/10000 (64.61%), error:     10256.12891, best error:     10242.18066 on epoch:    88, epoch:   90/100, mu: 0.9868447185, learning_rate: 0.0000084279, weight_decay: 0.0000046399

epoch time: 712.8024902344s, input_fired_time: 9.5215749741, output_fired_time: 3.1357634068, propagate_forward_time: 209.2523803711, propagate_backward_time: 484.9461669922, weight_update_time: 0.1755267829, other_time: 5.9466552734
epoch time: 43.3489341736s, input_fired_time: 0.5794904828, output_fired_time: 0.0000000000, propagate_forward_time: 41.7625465393, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0068969727
validation[          , genome  6240] predictions:    6456/  10000 (64.56%), best:    6461/10000 (64.61%), error:     10289.49512, best error:     10242.18066 on epoch:    88, epoch:   91/100, mu: 0.9870184064, learning_rate: 0.0000079453, weight_decay: 0.0000044118

epoch time: 713.6654052734s, input_fired_time: 9.5126266479, output_fired_time: 3.1491932869, propagate_forward_time: 208.8481140137, propagate_backward_time: 485.8997192383, weight_update_time: 0.1754179001, other_time: 6.2557678223
epoch time: 43.2840881348s, input_fired_time: 0.5792943239, output_fired_time: 0.0000000000, propagate_forward_time: 41.7182121277, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9865798950
validation[          , genome  6240] predictions:    6469/  10000 (64.69%), best:    6461/10000 (64.61%), error:     10277.53125, best error:     10242.18066 on epoch:    88, epoch:   92/100, mu: 0.9871824980, learning_rate: 0.0000074904, weight_decay: 0.0000041949

epoch time: 710.6914672852s, input_fired_time: 9.4843587875, output_fired_time: 3.1220598221, propagate_forward_time: 208.3693695068, propagate_backward_time: 483.7577209473, weight_update_time: 0.1762021333, other_time: 5.9579162598
epoch time: 43.2844352722s, input_fired_time: 0.5795154572, output_fired_time: 0.0000000000, propagate_forward_time: 41.7063674927, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9985504150
validation[          , genome  6240] predictions:    6446/  10000 (64.46%), best:    6446/10000 (64.46%), error:     10206.60840, best error:     10206.60840 on epoch:    93, epoch:   93/100, mu: 0.9873375893, learning_rate: 0.0000070615, weight_decay: 0.0000039887

epoch time: 711.0621337891s, input_fired_time: 9.5668563843, output_fired_time: 3.1354095936, propagate_forward_time: 208.1230621338, propagate_backward_time: 484.2416381836, weight_update_time: 0.1797088683, other_time: 5.9951782227
epoch time: 43.6321868896s, input_fired_time: 0.5959967375, output_fired_time: 0.0000000000, propagate_forward_time: 42.0247726440, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0114173889
validation[          , genome  6240] predictions:    6487/  10000 (64.87%), best:    6446/10000 (64.46%), error:     10237.81055, best error:     10206.60840 on epoch:    93, epoch:   94/100, mu: 0.9874841571, learning_rate: 0.0000066572, weight_decay: 0.0000037926

epoch time: 711.5254516602s, input_fired_time: 9.4982051849, output_fired_time: 3.1308054924, propagate_forward_time: 208.0969848633, propagate_backward_time: 484.7033691406, weight_update_time: 0.1771902889, other_time: 6.0960693359
epoch time: 44.4525108337s, input_fired_time: 0.6059113741, output_fired_time: 0.0000000000, propagate_forward_time: 42.8133926392, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0332069397
validation[          , genome  6240] predictions:    6489/  10000 (64.89%), best:    6446/10000 (64.46%), error:     10211.56348, best error:     10206.60840 on epoch:    93, epoch:   95/100, mu: 0.9876226187, learning_rate: 0.0000062760, weight_decay: 0.0000036062

epoch time: 709.9435424805s, input_fired_time: 9.4809455872, output_fired_time: 3.1201987267, propagate_forward_time: 207.9455566406, propagate_backward_time: 483.4329223633, weight_update_time: 0.1765738577, other_time: 5.9639282227
epoch time: 44.5528831482s, input_fired_time: 0.5927939415, output_fired_time: 0.0000000000, propagate_forward_time: 42.9641609192, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9959297180
validation[          , genome  6240] predictions:    6463/  10000 (64.63%), best:    6446/10000 (64.46%), error:     10246.16797, best error:     10206.60840 on epoch:    93, epoch:   96/100, mu: 0.9877534509, learning_rate: 0.0000059167, weight_decay: 0.0000034289

epoch time: 709.6964111328s, input_fired_time: 9.4628744125, output_fired_time: 3.0936169624, propagate_forward_time: 207.4988250732, propagate_backward_time: 483.6600952148, weight_update_time: 0.1803577691, other_time: 5.9809570313
epoch time: 43.4469108582s, input_fired_time: 0.5782012343, output_fired_time: 0.0000000000, propagate_forward_time: 41.8866043091, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9821052551
validation[          , genome  6240] predictions:    6472/  10000 (64.72%), best:    6472/10000 (64.72%), error:     10200.19043, best error:     10200.19043 on epoch:    97, epoch:   97/100, mu: 0.9878771305, learning_rate: 0.0000055779, weight_decay: 0.0000032604

epoch time: 715.2255249023s, input_fired_time: 9.4827833176, output_fired_time: 3.1144714355, propagate_forward_time: 207.7770385742, propagate_backward_time: 484.4545898438, weight_update_time: 0.1738313735, other_time: 10.3966674805
epoch time: 60.6222114563s, input_fired_time: 0.6987985373, output_fired_time: 0.0000000000, propagate_forward_time: 51.0028877258, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 8.9205245972
validation[          , genome  6240] predictions:    6518/  10000 (65.18%), best:    6472/10000 (64.72%), error:     10220.39844, best error:     10200.19043 on epoch:    97, epoch:   98/100, mu: 0.9879939556, learning_rate: 0.0000052585, weight_decay: 0.0000031001

epoch time: 744.8768920898s, input_fired_time: 9.9060144424, output_fired_time: 3.2085962296, propagate_forward_time: 216.6705322266, propagate_backward_time: 501.7081604004, weight_update_time: 0.1774047166, other_time: 13.3835754395
epoch time: 42.9422836304s, input_fired_time: 0.5757790208, output_fired_time: 0.0000000000, propagate_forward_time: 41.3870964050, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9794082642
validation[          , genome  6240] predictions:    6473/  10000 (64.73%), best:    6473/10000 (64.73%), error:     10187.95410, best error:     10187.95410 on epoch:    99, epoch:   99/100, mu: 0.9881044030, learning_rate: 0.0000049575, weight_decay: 0.0000029477

epoch time: 703.0347290039s, input_fired_time: 9.4075794220, output_fired_time: 3.0763659477, propagate_forward_time: 205.7377929688, propagate_backward_time: 478.4916076660, weight_update_time: 0.1728142351, other_time: 6.3213806152
epoch time: 42.9939002991s, input_fired_time: 0.5744121671, output_fired_time: 0.0000000000, propagate_forward_time: 41.4401397705, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9793472290
validation[          , genome  6240] predictions:    6486/  10000 (64.86%), best:    6473/10000 (64.73%), error:     10193.64258, best error:     10187.95410 on epoch:    99, epoch:  100/100, mu: 0.9882087708, learning_rate: 0.0000046736, weight_decay: 0.0000028028

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 213.3586730957s, input_fired_time: 2.8682816029, output_fired_time: 0.0000000000, propagate_forward_time: 205.7374572754, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.7529296875
best training[          , genome  6240] predictions:   36219/  50000 (72.44%), best:    6473/10000 (64.73%), error:     42233.33984, best error:     10187.95410 on epoch:    99, epoch:  101/100, mu: 0.9883073568, learning_rate: 0.0000044060, weight_decay: 0.0000026651
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 43.8730697632s, input_fired_time: 0.5774004459, output_fired_time: 0.0000000000, propagate_forward_time: 41.4368438721, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8588256836
   testing[          , genome  6240] predictions:    6473/  10000 (64.73%), best:    6473/10000 (64.73%), error:     10187.95410, best error:     10187.95410 on epoch:    99, epoch:  101/100, mu: 0.9883073568, learning_rate: 0.0000044060, weight_decay: 0.0000026651
backpropagation finished successfully!
17:23:55 (7744): called boinc_finish(0)

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