Nameexact_genome_1512568488_45_1918_1
Workunit2580805
Created6 Dec 2017, 21:15:05 UTC
Sent6 Dec 2017, 21:17:20 UTC
Report deadline9 Dec 2017, 0:07:50 UTC
Received7 Dec 2017, 21:41:23 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID65413
Run time54 min 50 sec
CPU time54 min 42 sec
Validate stateValid
Credit529.60
Device peak FLOPS3.73 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size149.75 MB
Peak swap size150.59 MB
Peak disk usage0.92 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
, epoch:   13/100, mu: 0.7384625077, learning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 26.6176376343s, input_fired_time: 0.2721714079, output_fired_time: 0.1634832323, propagate_forward_time: 10.7858428955, propagate_backward_time: 14.0434513092, weight_update_time: 0.0562676229, other_time: 1.3526897430
epoch time: 2.3996834755s, input_fired_time: 0.0315037407, output_fired_time: 0.0000000000, propagate_forward_time: 2.1342258453, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2339539528
validation[          , genome  1918] predictions:    9333/  10000 (93.33%), best:    9351/10000 (93.51%), error:      2272.72583, best error:      2268.15283 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 26.3794517517s, input_fired_time: 0.2715023160, output_fired_time: 0.1621616185, propagate_forward_time: 10.6647825241, propagate_backward_time: 13.9351587296, weight_update_time: 0.0557247400, other_time: 1.3458480835
epoch time: 2.3548452854s, input_fired_time: 0.0313858800, output_fired_time: 0.0000000000, propagate_forward_time: 2.0907535553, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2327058315
validation[          , genome  1918] predictions:    9338/  10000 (93.38%), best:    9351/10000 (93.51%), error:      2269.47876, best error:      2268.15283 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 26.3070182800s, input_fired_time: 0.2707822919, output_fired_time: 0.1628035307, propagate_forward_time: 10.6371774673, propagate_backward_time: 13.8902187347, weight_update_time: 0.0559578575, other_time: 1.3460359573
epoch time: 2.4281432629s, input_fired_time: 0.0319230035, output_fired_time: 0.0000000000, propagate_forward_time: 2.1604547501, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2357654572
validation[          , genome  1918] predictions:    9257/  10000 (92.57%), best:    9351/10000 (93.51%), error:      2573.15894, best error:      2268.15283 on epoch:    12, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 26.6377830505s, input_fired_time: 0.2718994319, output_fired_time: 0.1634989679, propagate_forward_time: 10.7962808609, propagate_backward_time: 14.0435066223, weight_update_time: 0.0571608581, other_time: 1.3625955582
epoch time: 2.3532738686s, input_fired_time: 0.0308624934, output_fired_time: 0.0000000000, propagate_forward_time: 2.0909440517, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2314672470
validation[          , genome  1918] predictions:    9358/  10000 (93.58%), best:    9358/10000 (93.58%), error:      2236.23047, best error:      2236.23047 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 26.4518451691s, input_fired_time: 0.2729540765, output_fired_time: 0.1634294987, propagate_forward_time: 10.7298097610, propagate_backward_time: 13.9256944656, weight_update_time: 0.0563382730, other_time: 1.3599567413
epoch time: 2.4281561375s, input_fired_time: 0.0319766514, output_fired_time: 0.0000000000, propagate_forward_time: 2.1536319256, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2425475121
validation[          , genome  1918] predictions:    9350/  10000 (93.50%), best:    9350/10000 (93.50%), error:      2195.81055, best error:      2195.81055 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 31.8917007446s, input_fired_time: 0.3025038242, output_fired_time: 0.1907424331, propagate_forward_time: 13.0892229080, propagate_backward_time: 16.7054882050, weight_update_time: 0.0688340962, other_time: 1.6037425995
epoch time: 2.3542990685s, input_fired_time: 0.0321634896, output_fired_time: 0.0000000000, propagate_forward_time: 2.0895750523, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2325606346
validation[          , genome  1918] predictions:    9334/  10000 (93.34%), best:    9350/10000 (93.50%), error:      2305.53076, best error:      2195.81055 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 30.9501171112s, input_fired_time: 0.2978464067, output_fired_time: 0.1853812933, propagate_forward_time: 12.6610736847, propagate_backward_time: 16.2362174988, weight_update_time: 0.0656256080, other_time: 1.5695991516
epoch time: 2.3710753918s, input_fired_time: 0.0321695954, output_fired_time: 0.0000000000, propagate_forward_time: 2.1084640026, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2304418087
validation[          , genome  1918] predictions:    9317/  10000 (93.17%), best:    9350/10000 (93.50%), error:      2316.26123, best error:      2195.81055 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 32.4423408508s, input_fired_time: 0.3045772612, output_fired_time: 0.1932128072, propagate_forward_time: 13.3261499405, propagate_backward_time: 16.9922294617, weight_update_time: 0.0687033460, other_time: 1.6261711121
epoch time: 3.0283434391s, input_fired_time: 0.0370658822, output_fired_time: 0.0000000000, propagate_forward_time: 2.7004990578, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2907783985
validation[          , genome  1918] predictions:    9328/  10000 (93.28%), best:    9350/10000 (93.50%), error:      2258.39771, best error:      2195.81055 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 27.7127723694s, input_fired_time: 0.2801777422, output_fired_time: 0.1706450582, propagate_forward_time: 11.2485008240, propagate_backward_time: 14.5968341827, weight_update_time: 0.0589179583, other_time: 1.4166145325
epoch time: 2.3559589386s, input_fired_time: 0.0316803418, output_fired_time: 0.0000000000, propagate_forward_time: 2.0931756496, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2311029434
validation[          , genome  1918] predictions:    9341/  10000 (93.41%), best:    9350/10000 (93.50%), error:      2287.77612, best error:      2195.81055 on epoch:    18, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 27.7539424896s, input_fired_time: 0.2799902260, output_fired_time: 0.1704185307, propagate_forward_time: 11.2530336380, propagate_backward_time: 14.6342382431, weight_update_time: 0.0590668134, other_time: 1.4162607193
epoch time: 2.4130327702s, input_fired_time: 0.0325537957, output_fired_time: 0.0000000000, propagate_forward_time: 2.1445910931, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2358877659
validation[          , genome  1918] predictions:    9296/  10000 (92.96%), best:    9350/10000 (93.50%), error:      2472.47241, best error:      2195.81055 on epoch:    18, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 26.3734893799s, input_fired_time: 0.2731513381, output_fired_time: 0.1641290337, propagate_forward_time: 10.6530094147, propagate_backward_time: 13.9306879044, weight_update_time: 0.0561826006, other_time: 1.3525114059
epoch time: 3.0188105106s, input_fired_time: 0.0370570198, output_fired_time: 0.0000000000, propagate_forward_time: 2.6931283474, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2886252403
validation[          , genome  1918] predictions:    9353/  10000 (93.53%), best:    9350/10000 (93.50%), error:      2253.10547, best error:      2195.81055 on epoch:    18, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 28.0585498810s, input_fired_time: 0.2829599679, output_fired_time: 0.1717077345, propagate_forward_time: 11.4636735916, propagate_backward_time: 14.7139043808, weight_update_time: 0.0595923960, other_time: 1.4263048172
epoch time: 2.3814079762s, input_fired_time: 0.0332107767, output_fired_time: 0.0000000000, propagate_forward_time: 2.1124079227, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2357892990
validation[          , genome  1918] predictions:    9359/  10000 (93.59%), best:    9359/10000 (93.59%), error:      2156.42700, best error:      2156.42700 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 27.8395729065s, input_fired_time: 0.2802587450, output_fired_time: 0.1703064591, propagate_forward_time: 11.2862033844, propagate_backward_time: 14.6742048264, weight_update_time: 0.0595082678, other_time: 1.4285993576
epoch time: 3.4548101425s, input_fired_time: 0.0400636606, output_fired_time: 0.0000000000, propagate_forward_time: 3.0903532505, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3243932724
validation[          , genome  1918] predictions:    9354/  10000 (93.54%), best:    9359/10000 (93.59%), error:      2219.92261, best error:      2156.42700 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 32.1049690247s, input_fired_time: 0.3030424118, output_fired_time: 0.1935025156, propagate_forward_time: 13.1854457855, propagate_backward_time: 16.8355388641, weight_update_time: 0.0669515505, other_time: 1.5874385834
epoch time: 2.5819940567s, input_fired_time: 0.0339675397, output_fired_time: 0.0000000000, propagate_forward_time: 2.2972199917, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2508065701
validation[          , genome  1918] predictions:    9364/  10000 (93.64%), best:    9364/10000 (93.64%), error:      2145.53613, best error:      2145.53613 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 28.5000667572s, input_fired_time: 0.2842144072, output_fired_time: 0.1737538576, propagate_forward_time: 11.6159610748, propagate_backward_time: 15.0073680878, weight_update_time: 0.0596057586, other_time: 1.4187698364
epoch time: 2.5616977215s, input_fired_time: 0.0343011543, output_fired_time: 0.0000000000, propagate_forward_time: 2.2778031826, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2495934963
validation[          , genome  1918] predictions:    9366/  10000 (93.66%), best:    9366/10000 (93.66%), error:      2121.67261, best error:      2121.67261 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 28.7947463989s, input_fired_time: 0.2852096856, output_fired_time: 0.1755463481, propagate_forward_time: 11.7127132416, propagate_backward_time: 15.1872386932, weight_update_time: 0.0599560440, other_time: 1.4340381622
epoch time: 2.4678640366s, input_fired_time: 0.0330798291, output_fired_time: 0.0000000000, propagate_forward_time: 2.1948087215, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2399754524
validation[          , genome  1918] predictions:    9263/  10000 (92.63%), best:    9366/10000 (93.66%), error:      2491.22681, best error:      2121.67261 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 28.5116710663s, input_fired_time: 0.2835455835, output_fired_time: 0.1736460328, propagate_forward_time: 11.6091928482, propagate_backward_time: 15.0235290527, weight_update_time: 0.0596323609, other_time: 1.4217567444
epoch time: 2.5556876659s, input_fired_time: 0.0324085206, output_fired_time: 0.0000000000, propagate_forward_time: 2.2758123875, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2474668026
validation[          , genome  1918] predictions:    9329/  10000 (93.29%), best:    9366/10000 (93.66%), error:      2276.95264, best error:      2121.67261 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 31.4545345306s, input_fired_time: 0.3019887209, output_fired_time: 0.1891767085, propagate_forward_time: 12.9355344772, propagate_backward_time: 16.4798088074, weight_update_time: 0.0653777868, other_time: 1.5480270386
epoch time: 2.7663295269s, input_fired_time: 0.0361507945, output_fired_time: 0.0000000000, propagate_forward_time: 2.4634144306, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2667644024
validation[          , genome  1918] predictions:    9369/  10000 (93.69%), best:    9366/10000 (93.66%), error:      2188.07764, best error:      2121.67261 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 32.3361358643s, input_fired_time: 0.3056200445, output_fired_time: 0.1929176599, propagate_forward_time: 13.3008871078, propagate_backward_time: 16.9280891418, weight_update_time: 0.0682129785, other_time: 1.6086235046
epoch time: 3.4544289112s, input_fired_time: 0.0415061526, output_fired_time: 0.0000000000, propagate_forward_time: 3.0886425972, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3242802620
validation[          , genome  1918] predictions:    9378/  10000 (93.78%), best:    9378/10000 (93.78%), error:      2108.73853, best error:      2108.73853 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 26.8497104645s, input_fired_time: 0.2766563296, output_fired_time: 0.1651916206, propagate_forward_time: 10.8657073975, propagate_backward_time: 14.1715459824, weight_update_time: 0.0568509549, other_time: 1.3706083298
epoch time: 2.3662798405s, input_fired_time: 0.0321275182, output_fired_time: 0.0000000000, propagate_forward_time: 2.1030082703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2311439514
validation[          , genome  1918] predictions:    9355/  10000 (93.55%), best:    9378/10000 (93.78%), error:      2172.23608, best error:      2108.73853 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 26.1213150024s, input_fired_time: 0.2718434632, output_fired_time: 0.1606845558, propagate_forward_time: 10.5650043488, propagate_backward_time: 13.7781982422, weight_update_time: 0.0562123954, other_time: 1.3455848694
epoch time: 2.3430025578s, input_fired_time: 0.0319097340, output_fired_time: 0.0000000000, propagate_forward_time: 2.0744497776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2366430759
validation[          , genome  1918] predictions:    9360/  10000 (93.60%), best:    9378/10000 (93.78%), error:      2148.81348, best error:      2108.73853 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 26.3350200653s, input_fired_time: 0.2729003131, output_fired_time: 0.1623292118, propagate_forward_time: 10.6488637924, propagate_backward_time: 13.9078340530, weight_update_time: 0.0556997545, other_time: 1.3430938721
epoch time: 2.8659498692s, input_fired_time: 0.0363003500, output_fired_time: 0.0000000000, propagate_forward_time: 2.5563514233, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2732980251
validation[          , genome  1918] predictions:    9383/  10000 (93.83%), best:    9383/10000 (93.83%), error:      2070.27734, best error:      2070.27734 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 25.7266235352s, input_fired_time: 0.2709452510, output_fired_time: 0.1597791910, propagate_forward_time: 10.3839912415, propagate_backward_time: 13.5912599564, weight_update_time: 0.0547514558, other_time: 1.3206491470
epoch time: 2.4421520233s, input_fired_time: 0.0339283533, output_fired_time: 0.0000000000, propagate_forward_time: 2.1588752270, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2493484020
validation[          , genome  1918] predictions:    9358/  10000 (93.58%), best:    9383/10000 (93.83%), error:      2186.99341, best error:      2070.27734 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 30.1554107666s, input_fired_time: 0.2945190966, output_fired_time: 0.1822419018, propagate_forward_time: 12.3183126450, propagate_backward_time: 15.8204555511, weight_update_time: 0.0640678555, other_time: 1.5398807526
epoch time: 2.3611326218s, input_fired_time: 0.0315369219, output_fired_time: 0.0000000000, propagate_forward_time: 2.0980343819, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2315614223
validation[          , genome  1918] predictions:    9365/  10000 (93.65%), best:    9383/10000 (93.83%), error:      2192.48193, best error:      2070.27734 on epoch:    35, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 27.7697658539s, input_fired_time: 0.2821955681, output_fired_time: 0.1708565354, propagate_forward_time: 11.2915115356, propagate_backward_time: 14.6061353683, weight_update_time: 0.0591084957, other_time: 1.4190664291
epoch time: 2.4008986950s, input_fired_time: 0.0324844979, output_fired_time: 0.0000000000, propagate_forward_time: 2.1330175400, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2353966236
validation[          , genome  1918] predictions:    9377/  10000 (93.77%), best:    9383/10000 (93.83%), error:      2154.89429, best error:      2070.27734 on epoch:    35, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 27.7803649902s, input_fired_time: 0.2808666229, output_fired_time: 0.1701065600, propagate_forward_time: 11.2959871292, propagate_backward_time: 14.5932855606, weight_update_time: 0.0590191931, other_time: 1.4401197433
epoch time: 2.4284746647s, input_fired_time: 0.0334273726, output_fired_time: 0.0000000000, propagate_forward_time: 2.1550986767, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2399485111
validation[          , genome  1918] predictions:    9384/  10000 (93.84%), best:    9383/10000 (93.83%), error:      2077.21753, best error:      2070.27734 on epoch:    35, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 27.0978984833s, input_fired_time: 0.2800104916, output_fired_time: 0.1672767401, propagate_forward_time: 11.0005426407, propagate_backward_time: 14.2210931778, weight_update_time: 0.0573512241, other_time: 1.4289760590
epoch time: 2.7478644848s, input_fired_time: 0.0358313695, output_fired_time: 0.0000000000, propagate_forward_time: 2.4424614906, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2695715427
validation[          , genome  1918] predictions:    9340/  10000 (93.40%), best:    9383/10000 (93.83%), error:      2254.93481, best error:      2070.27734 on epoch:    35, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 27.7677669525s, input_fired_time: 0.2830020785, output_fired_time: 0.1695483029, propagate_forward_time: 11.2939147949, propagate_backward_time: 14.5798978806, weight_update_time: 0.0583384447, other_time: 1.4414033890
epoch time: 2.3387861252s, input_fired_time: 0.0333447903, output_fired_time: 0.0000000000, propagate_forward_time: 2.0672960281, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2381453514
validation[          , genome  1918] predictions:    9369/  10000 (93.69%), best:    9383/10000 (93.83%), error:      2176.49683, best error:      2070.27734 on epoch:    35, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 28.7313022614s, input_fired_time: 0.2876640856, output_fired_time: 0.1756460071, propagate_forward_time: 11.6486997604, propagate_backward_time: 15.1242046356, weight_update_time: 0.0603399910, other_time: 1.4950885773
epoch time: 2.7097899914s, input_fired_time: 0.0355543941, output_fired_time: 0.0000000000, propagate_forward_time: 2.4056336880, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2686018944
validation[          , genome  1918] predictions:    9385/  10000 (93.85%), best:    9383/10000 (93.83%), error:      2102.19775, best error:      2070.27734 on epoch:    35, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 29.9228515625s, input_fired_time: 0.2948780656, output_fired_time: 0.1833717227, propagate_forward_time: 12.2225122452, propagate_backward_time: 15.7051992416, weight_update_time: 0.0631603077, other_time: 1.5168886185
epoch time: 2.5453109741s, input_fired_time: 0.0332263708, output_fired_time: 0.0000000000, propagate_forward_time: 2.2636747360, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2484097481
validation[          , genome  1918] predictions:    9365/  10000 (93.65%), best:    9383/10000 (93.83%), error:      2123.10938, best error:      2070.27734 on epoch:    35, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 33.1713180542s, input_fired_time: 0.3183070719, output_fired_time: 0.1975252926, propagate_forward_time: 13.6723070145, propagate_backward_time: 17.3272399902, weight_update_time: 0.0692539066, other_time: 1.6559410095
epoch time: 3.4616284370s, input_fired_time: 0.0425403155, output_fired_time: 0.0000000000, propagate_forward_time: 3.0930092335, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3260788918
validation[          , genome  1918] predictions:    9363/  10000 (93.63%), best:    9383/10000 (93.83%), error:      2171.59644, best error:      2070.27734 on epoch:    35, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 29.3340015411s, input_fired_time: 0.2901245654, output_fired_time: 0.1771607697, propagate_forward_time: 11.9726219177, propagate_backward_time: 15.4061079025, weight_update_time: 0.0615314096, other_time: 1.4879865646
epoch time: 2.7256755829s, input_fired_time: 0.0427937843, output_fired_time: 0.0000000000, propagate_forward_time: 2.4159457684, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2669360638
validation[          , genome  1918] predictions:    9378/  10000 (93.78%), best:    9383/10000 (93.83%), error:      2140.81104, best error:      2070.27734 on epoch:    35, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 27.2427558899s, input_fired_time: 0.2792692184, output_fired_time: 0.1664110720, propagate_forward_time: 11.0437402725, propagate_backward_time: 14.3549270630, weight_update_time: 0.0573564321, other_time: 1.3984079361
epoch time: 2.7068006992s, input_fired_time: 0.0350533091, output_fired_time: 0.0000000000, propagate_forward_time: 2.4079544544, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2637929916
validation[          , genome  1918] predictions:    9370/  10000 (93.70%), best:    9383/10000 (93.83%), error:      2125.73657, best error:      2070.27734 on epoch:    35, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 34.7439575195s, input_fired_time: 0.3194814920, output_fired_time: 0.2051131427, propagate_forward_time: 14.2862730026, propagate_backward_time: 18.2056770325, weight_update_time: 0.0723764822, other_time: 1.7274131775
epoch time: 3.4795291424s, input_fired_time: 0.0420477986, output_fired_time: 0.0000000000, propagate_forward_time: 3.1118986607, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3255827427
validation[          , genome  1918] predictions:    9388/  10000 (93.88%), best:    9388/10000 (93.88%), error:      2056.16577, best error:      2056.16577 on epoch:    47, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 35.4478378296s, input_fired_time: 0.3232770860, output_fired_time: 0.2080017328, propagate_forward_time: 14.6254396439, propagate_backward_time: 18.5418224335, weight_update_time: 0.0737067685, other_time: 1.7493000031
epoch time: 3.4526951313s, input_fired_time: 0.0412215069, output_fired_time: 0.0000000000, propagate_forward_time: 3.0894048214, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3220686913
validation[          , genome  1918] predictions:    9401/  10000 (94.01%), best:    9401/10000 (94.01%), error:      2033.12683, best error:      2033.12683 on epoch:    48, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 30.0428180695s, input_fired_time: 0.2934813499, output_fired_time: 0.1803306937, propagate_forward_time: 12.2455911636, propagate_backward_time: 15.8465318680, weight_update_time: 0.0616709255, other_time: 1.4768819809
epoch time: 3.1468546391s, input_fired_time: 0.0375571176, output_fired_time: 0.0000000000, propagate_forward_time: 2.8090505600, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3002469540
validation[          , genome  1918] predictions:    9387/  10000 (93.87%), best:    9401/10000 (94.01%), error:      2091.73120, best error:      2033.12683 on epoch:    48, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 36.1397056580s, input_fired_time: 0.3270723522, output_fired_time: 0.2099385262, propagate_forward_time: 14.9896774292, propagate_backward_time: 18.8871021271, weight_update_time: 0.0740898550, other_time: 1.7259159088
epoch time: 2.5969064236s, input_fired_time: 0.0336518735, output_fired_time: 0.0000000000, propagate_forward_time: 2.3151624203, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2480921745
validation[          , genome  1918] predictions:    9350/  10000 (93.50%), best:    9401/10000 (94.01%), error:      2217.80249, best error:      2033.12683 on epoch:    48, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 28.7514743805s, input_fired_time: 0.2855464220, output_fired_time: 0.1746090055, propagate_forward_time: 11.7157917023, propagate_backward_time: 15.1559562683, weight_update_time: 0.0592667200, other_time: 1.4195709229
epoch time: 2.6987156868s, input_fired_time: 0.0344259702, output_fired_time: 0.0000000000, propagate_forward_time: 2.4093186855, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2549710274
validation[          , genome  1918] predictions:    9388/  10000 (93.88%), best:    9401/10000 (94.01%), error:      2033.22070, best error:      2033.12683 on epoch:    48, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 30.8326015472s, input_fired_time: 0.3010323942, output_fired_time: 0.1844342053, propagate_forward_time: 12.6315774918, propagate_backward_time: 16.2223587036, weight_update_time: 0.0633461997, other_time: 1.4931983948
epoch time: 2.6373553276s, input_fired_time: 0.0341348499, output_fired_time: 0.0000000000, propagate_forward_time: 2.3490839005, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2541365623
validation[          , genome  1918] predictions:    9383/  10000 (93.83%), best:    9401/10000 (94.01%), error:      2058.04639, best error:      2033.12683 on epoch:    48, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 28.7650222778s, input_fired_time: 0.2860073447, output_fired_time: 0.1729528010, propagate_forward_time: 11.6954698563, propagate_backward_time: 15.1877260208, weight_update_time: 0.0608561859, other_time: 1.4228658676
epoch time: 2.4895408154s, input_fired_time: 0.0329467990, output_fired_time: 0.0000000000, propagate_forward_time: 2.2141282558, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2424657345
validation[          , genome  1918] predictions:    9387/  10000 (93.87%), best:    9401/10000 (94.01%), error:      2076.36084, best error:      2033.12683 on epoch:    48, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 28.2869701385s, input_fired_time: 0.2847551107, output_fired_time: 0.1718533337, propagate_forward_time: 11.5285291672, propagate_backward_time: 14.9082002640, weight_update_time: 0.0585047230, other_time: 1.3936300278
epoch time: 2.6504516602s, input_fired_time: 0.0345841460, output_fired_time: 0.0000000000, propagate_forward_time: 2.3626360893, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2532315254
validation[          , genome  1918] predictions:    9393/  10000 (93.93%), best:    9393/10000 (93.93%), error:      2025.71570, best error:      2025.71570 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 32.4385871887s, input_fired_time: 0.3086402416, output_fired_time: 0.1915687323, propagate_forward_time: 13.3571453094, propagate_backward_time: 16.9973754883, weight_update_time: 0.0675741732, other_time: 1.5838584900
epoch time: 2.2996528149s, input_fired_time: 0.0329053625, output_fired_time: 0.0000000000, propagate_forward_time: 2.0402345657, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2265129089
validation[          , genome  1918] predictions:    9389/  10000 (93.89%), best:    9393/10000 (93.93%), error:      2117.43701, best error:      2025.71570 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 26.1205825806s, input_fired_time: 0.2763845325, output_fired_time: 0.1617226750, propagate_forward_time: 10.5044078827, propagate_backward_time: 13.8351850510, weight_update_time: 0.0564012192, other_time: 1.3428831100
epoch time: 2.4503874779s, input_fired_time: 0.0340760686, output_fired_time: 0.0000000000, propagate_forward_time: 2.1748311520, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2414803505
validation[          , genome  1918] predictions:    9383/  10000 (93.83%), best:    9393/10000 (93.93%), error:      2156.85864, best error:      2025.71570 on epoch:    54, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 29.3907623291s, input_fired_time: 0.2948791385, output_fired_time: 0.1758627743, propagate_forward_time: 12.0043182373, propagate_backward_time: 15.4400882721, weight_update_time: 0.0627421588, other_time: 1.4756126404
epoch time: 2.4262826443s, input_fired_time: 0.0338408388, output_fired_time: 0.0000000000, propagate_forward_time: 2.1535031796, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2389385700
validation[          , genome  1918] predictions:    9380/  10000 (93.80%), best:    9393/10000 (93.93%), error:      2103.11475, best error:      2025.71570 on epoch:    54, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 26.3635463715s, input_fired_time: 0.2790947855, output_fired_time: 0.1635861099, propagate_forward_time: 10.6811485291, propagate_backward_time: 13.8992042542, weight_update_time: 0.0566410124, other_time: 1.3405132294
epoch time: 2.4168691635s, input_fired_time: 0.0334058926, output_fired_time: 0.0000000000, propagate_forward_time: 2.1464459896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2370173931
validation[          , genome  1918] predictions:    9366/  10000 (93.66%), best:    9393/10000 (93.93%), error:      2166.03662, best error:      2025.71570 on epoch:    54, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 26.5495357513s, input_fired_time: 0.2790340781, output_fired_time: 0.1643776149, propagate_forward_time: 10.7495079041, propagate_backward_time: 14.0057554245, weight_update_time: 0.0570040829, other_time: 1.3508615494
epoch time: 2.3823814392s, input_fired_time: 0.0334864408, output_fired_time: 0.0000000000, propagate_forward_time: 2.1122636795, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2366313934
validation[          , genome  1918] predictions:    9421/  10000 (94.21%), best:    9421/10000 (94.21%), error:      1998.33203, best error:      1998.33203 on epoch:    59, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 26.5279769897s, input_fired_time: 0.2797409594, output_fired_time: 0.1650992930, propagate_forward_time: 10.7282114029, propagate_backward_time: 14.0074100494, weight_update_time: 0.0567143485, other_time: 1.3475141525
epoch time: 2.4446134567s, input_fired_time: 0.0335160382, output_fired_time: 0.0000000000, propagate_forward_time: 2.1725690365, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2385284901
validation[          , genome  1918] predictions:    9397/  10000 (93.97%), best:    9421/10000 (94.21%), error:      2058.01440, best error:      1998.33203 on epoch:    59, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 26.4728507996s, input_fired_time: 0.2800154090, output_fired_time: 0.1636902392, propagate_forward_time: 10.7024068832, propagate_backward_time: 13.9753284454, weight_update_time: 0.0570012443, other_time: 1.3514089584
epoch time: 2.4203238487s, input_fired_time: 0.0334066972, output_fired_time: 0.0000000000, propagate_forward_time: 2.1491947174, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2377223969
validation[          , genome  1918] predictions:    9373/  10000 (93.73%), best:    9421/10000 (94.21%), error:      2170.80151, best error:      1998.33203 on epoch:    59, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 26.1784954071s, input_fired_time: 0.2772849500, output_fired_time: 0.1621826142, propagate_forward_time: 10.5962610245, propagate_backward_time: 13.8165016174, weight_update_time: 0.0560525805, other_time: 1.3262662888
epoch time: 2.4067156315s, input_fired_time: 0.0337488204, output_fired_time: 0.0000000000, propagate_forward_time: 2.1368725300, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2360942364
validation[          , genome  1918] predictions:    9387/  10000 (93.87%), best:    9421/10000 (94.21%), error:      2060.96509, best error:      1998.33203 on epoch:    59, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 26.5222206116s, input_fired_time: 0.2801954150, output_fired_time: 0.1641154885, propagate_forward_time: 10.8113441467, propagate_backward_time: 13.9247617722, weight_update_time: 0.0566666983, other_time: 1.3418035507
epoch time: 2.3092668056s, input_fired_time: 0.0329651795, output_fired_time: 0.0000000000, propagate_forward_time: 2.0494430065, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2268586159
validation[          , genome  1918] predictions:    9420/  10000 (94.20%), best:    9420/10000 (94.20%), error:      1966.73071, best error:      1966.73071 on epoch:    63, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 30.0613384247s, input_fired_time: 0.2976622283, output_fired_time: 0.1805297285, propagate_forward_time: 12.3133792877, propagate_backward_time: 15.7775373459, weight_update_time: 0.0635768026, other_time: 1.4922285080
epoch time: 3.4567801952s, input_fired_time: 0.0417945459, output_fired_time: 0.0000000000, propagate_forward_time: 3.0910098553, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3239758015
validation[          , genome  1918] predictions:    9363/  10000 (93.63%), best:    9420/10000 (94.20%), error:      2108.47388, best error:      1966.73071 on epoch:    63, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 32.6951065063s, input_fired_time: 0.3120630085, output_fired_time: 0.1928573102, propagate_forward_time: 13.4403877258, propagate_backward_time: 17.1452312469, weight_update_time: 0.0690317377, other_time: 1.6045703888
epoch time: 3.3555948734s, input_fired_time: 0.0412549935, output_fired_time: 0.0000000000, propagate_forward_time: 2.9993312359, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3150086403
validation[          , genome  1918] predictions:    9052/  10000 (90.52%), best:    9420/10000 (94.20%), error:      3390.04883, best error:      1966.73071 on epoch:    63, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 28.6582260132s, input_fired_time: 0.2887428999, output_fired_time: 0.1743198335, propagate_forward_time: 11.6802024841, propagate_backward_time: 15.0861511230, weight_update_time: 0.0604811646, other_time: 1.4288101196
epoch time: 2.3770704269s, input_fired_time: 0.0330656990, output_fired_time: 0.0000000000, propagate_forward_time: 2.1107692719, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2332353592
validation[          , genome  1918] predictions:    9422/  10000 (94.22%), best:    9422/10000 (94.22%), error:      1960.72974, best error:      1960.72974 on epoch:    66, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 26.4790554047s, input_fired_time: 0.2799154222, output_fired_time: 0.1628025770, propagate_forward_time: 10.7404642105, propagate_backward_time: 13.9564523697, weight_update_time: 0.0564509407, other_time: 1.3394222260
epoch time: 2.3228187561s, input_fired_time: 0.0340360589, output_fired_time: 0.0000000000, propagate_forward_time: 2.0518131256, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2369694710
validation[          , genome  1918] predictions:    9380/  10000 (93.80%), best:    9422/10000 (94.22%), error:      2073.51270, best error:      1960.72974 on epoch:    66, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 31.0147228241s, input_fired_time: 0.3061637282, output_fired_time: 0.1856190115, propagate_forward_time: 12.6916580200, propagate_backward_time: 16.3075065613, weight_update_time: 0.0651798621, other_time: 1.5237751007
epoch time: 2.3390018940s, input_fired_time: 0.0324223265, output_fired_time: 0.0000000000, propagate_forward_time: 2.0779261589, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2286534309
validation[          , genome  1918] predictions:    9400/  10000 (94.00%), best:    9422/10000 (94.22%), error:      1999.78430, best error:      1960.72974 on epoch:    66, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 34.7725143433s, input_fired_time: 0.3215846717, output_fired_time: 0.2039206177, propagate_forward_time: 14.3556823730, propagate_backward_time: 18.2076606750, weight_update_time: 0.0728290305, other_time: 1.6836662292
epoch time: 2.3893802166s, input_fired_time: 0.0326283425, output_fired_time: 0.0000000000, propagate_forward_time: 2.1234285831, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2333233356
validation[          , genome  1918] predictions:    9398/  10000 (93.98%), best:    9422/10000 (94.22%), error:      2079.49976, best error:      1960.72974 on epoch:    66, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 34.9378738403s, input_fired_time: 0.3243929744, output_fired_time: 0.2050426155, propagate_forward_time: 14.4190759659, propagate_backward_time: 18.3090057373, weight_update_time: 0.0718432888, other_time: 1.6803550720
epoch time: 3.4518766403s, input_fired_time: 0.0412132107, output_fired_time: 0.0000000000, propagate_forward_time: 3.0892860889, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3213772774
validation[          , genome  1918] predictions:    9406/  10000 (94.06%), best:    9422/10000 (94.22%), error:      2021.40991, best error:      1960.72974 on epoch:    66, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 31.4091148376s, input_fired_time: 0.3045308888, output_fired_time: 0.1866717488, propagate_forward_time: 12.9301204681, propagate_backward_time: 16.4451580048, weight_update_time: 0.0660024807, other_time: 1.5426330566
epoch time: 3.2971451283s, input_fired_time: 0.0399795957, output_fired_time: 0.0000000000, propagate_forward_time: 2.9499919415, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3071734905
validation[          , genome  1918] predictions:    9376/  10000 (93.76%), best:    9422/10000 (94.22%), error:      2072.35913, best error:      1960.72974 on epoch:    66, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 34.7049827576s, input_fired_time: 0.3218070567, output_fired_time: 0.2038692832, propagate_forward_time: 14.3453912735, propagate_backward_time: 18.1504936218, weight_update_time: 0.0719869435, other_time: 1.6834220886
epoch time: 3.2411363125s, input_fired_time: 0.0406722389, output_fired_time: 0.0000000000, propagate_forward_time: 2.8951394558, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3053245544
validation[          , genome  1918] predictions:    9411/  10000 (94.11%), best:    9422/10000 (94.22%), error:      2021.82935, best error:      1960.72974 on epoch:    66, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 37.1859169006s, input_fired_time: 0.3364557922, output_fired_time: 0.2159957886, propagate_forward_time: 15.4185323715, propagate_backward_time: 19.4325408936, weight_update_time: 0.0768576637, other_time: 1.7823905945
epoch time: 3.4532735348s, input_fired_time: 0.0415464342, output_fired_time: 0.0000000000, propagate_forward_time: 3.0882625580, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3234646320
validation[          , genome  1918] predictions:    9405/  10000 (94.05%), best:    9422/10000 (94.22%), error:      2056.78174, best error:      1960.72974 on epoch:    66, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 32.4743347168s, input_fired_time: 0.3117840886, output_fired_time: 0.1937251389, propagate_forward_time: 13.3777675629, propagate_backward_time: 17.0131492615, weight_update_time: 0.0673540607, other_time: 1.5779094696
epoch time: 3.4512405396s, input_fired_time: 0.0418795720, output_fired_time: 0.0000000000, propagate_forward_time: 3.0879135132, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3214473724
validation[          , genome  1918] predictions:    9416/  10000 (94.16%), best:    9422/10000 (94.22%), error:      2001.61670, best error:      1960.72974 on epoch:    66, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 35.2767486572s, input_fired_time: 0.3268790543, output_fired_time: 0.2065872550, propagate_forward_time: 14.5782365799, propagate_backward_time: 18.4528427124, weight_update_time: 0.0726618916, other_time: 1.7122039795
epoch time: 2.4012105465s, input_fired_time: 0.0334628671, output_fired_time: 0.0000000000, propagate_forward_time: 2.1323220730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2354257107
validation[          , genome  1918] predictions:    9411/  10000 (94.11%), best:    9422/10000 (94.22%), error:      2018.29822, best error:      1960.72974 on epoch:    66, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 31.2681922913s, input_fired_time: 0.3044895232, output_fired_time: 0.1868413687, propagate_forward_time: 12.8370189667, propagate_backward_time: 16.3812599182, weight_update_time: 0.0655765980, other_time: 1.5585823059
epoch time: 2.4229474068s, input_fired_time: 0.0334752724, output_fired_time: 0.0000000000, propagate_forward_time: 2.1521375179, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2373347282
validation[          , genome  1918] predictions:    9427/  10000 (94.27%), best:    9422/10000 (94.22%), error:      1977.15222, best error:      1960.72974 on epoch:    66, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 28.5109977722s, input_fired_time: 0.2904050052, output_fired_time: 0.1746760309, propagate_forward_time: 11.6218080521, propagate_backward_time: 15.0006341934, weight_update_time: 0.0599296279, other_time: 1.4234724045
epoch time: 3.4590194225s, input_fired_time: 0.0412280783, output_fired_time: 0.0000000000, propagate_forward_time: 3.0836284161, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3341629505
validation[          , genome  1918] predictions:    9397/  10000 (93.97%), best:    9422/10000 (94.22%), error:      2006.90515, best error:      1960.72974 on epoch:    66, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 27.8261413574s, input_fired_time: 0.2869390249, output_fired_time: 0.1714503616, propagate_forward_time: 11.3022365570, propagate_backward_time: 14.6675844193, weight_update_time: 0.0591330789, other_time: 1.3979310989
epoch time: 2.3426208496s, input_fired_time: 0.0331418701, output_fired_time: 0.0000000000, propagate_forward_time: 2.0751254559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2343535423
validation[          , genome  1918] predictions:    9394/  10000 (93.94%), best:    9422/10000 (94.22%), error:      2056.73120, best error:      1960.72974 on epoch:    66, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 30.2595787048s, input_fired_time: 0.3004233539, output_fired_time: 0.1820114851, propagate_forward_time: 12.3470497131, propagate_backward_time: 15.9038333893, weight_update_time: 0.0637745708, other_time: 1.5262622833
epoch time: 2.3459064960s, input_fired_time: 0.0323459357, output_fired_time: 0.0000000000, propagate_forward_time: 2.0802938938, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2332665920
validation[          , genome  1918] predictions:    9397/  10000 (93.97%), best:    9422/10000 (94.22%), error:      2010.54395, best error:      1960.72974 on epoch:    66, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 31.6703777313s, input_fired_time: 0.3079833686, output_fired_time: 0.1882528365, propagate_forward_time: 12.9804258347, propagate_backward_time: 16.6080970764, weight_update_time: 0.0665017068, other_time: 1.5856170654
epoch time: 2.3807027340s, input_fired_time: 0.0336574763, output_fired_time: 0.0000000000, propagate_forward_time: 2.1167509556, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2302942276
validation[          , genome  1918] predictions:    9379/  10000 (93.79%), best:    9422/10000 (94.22%), error:      2107.26196, best error:      1960.72974 on epoch:    66, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 28.9154396057s, input_fired_time: 0.2930096686, output_fired_time: 0.1755329221, propagate_forward_time: 11.7688541412, propagate_backward_time: 15.2063198090, weight_update_time: 0.0611404702, other_time: 1.4717235565
epoch time: 2.1645455360s, input_fired_time: 0.0316792578, output_fired_time: 0.0000000000, propagate_forward_time: 1.9198607206, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2130056620
validation[          , genome  1918] predictions:    9381/  10000 (93.81%), best:    9422/10000 (94.22%), error:      2031.11365, best error:      1960.72974 on epoch:    66, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 26.6355037689s, input_fired_time: 0.2817656696, output_fired_time: 0.1648937017, propagate_forward_time: 10.8026504517, propagate_backward_time: 14.0410308838, weight_update_time: 0.0571392626, other_time: 1.3451633453
epoch time: 2.3961491585s, input_fired_time: 0.0341015495, output_fired_time: 0.0000000000, propagate_forward_time: 2.1252779961, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2367696762
validation[          , genome  1918] predictions:    9418/  10000 (94.18%), best:    9418/10000 (94.18%), error:      1958.72437, best error:      1958.72437 on epoch:    82, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 28.3719520569s, input_fired_time: 0.2910143733, output_fired_time: 0.1725496203, propagate_forward_time: 11.5436954498, propagate_backward_time: 14.9405698776, weight_update_time: 0.0605367646, other_time: 1.4241228104
epoch time: 3.4468054771s, input_fired_time: 0.0418040976, output_fired_time: 0.0000000000, propagate_forward_time: 3.0837936401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3212077618
validation[          , genome  1918] predictions:    9327/  10000 (93.27%), best:    9418/10000 (94.18%), error:      2309.42554, best error:      1958.72437 on epoch:    82, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 30.3980369568s, input_fired_time: 0.3014212251, output_fired_time: 0.1826566905, propagate_forward_time: 12.4434986115, propagate_backward_time: 15.9598102570, weight_update_time: 0.0639257208, other_time: 1.5106487274
epoch time: 2.4531383514s, input_fired_time: 0.0349698998, output_fired_time: 0.0000000000, propagate_forward_time: 2.1797242165, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2384443283
validation[          , genome  1918] predictions:    9374/  10000 (93.74%), best:    9418/10000 (94.18%), error:      2085.98706, best error:      1958.72437 on epoch:    82, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 27.8907794952s, input_fired_time: 0.2886956632, output_fired_time: 0.1695391536, propagate_forward_time: 11.3237829208, propagate_backward_time: 14.7144908905, weight_update_time: 0.0592357628, other_time: 1.3942699432
epoch time: 2.4408378601s, input_fired_time: 0.0333867557, output_fired_time: 0.0000000000, propagate_forward_time: 2.1671738625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2402772903
validation[          , genome  1918] predictions:    9410/  10000 (94.10%), best:    9418/10000 (94.18%), error:      1997.84216, best error:      1958.72437 on epoch:    82, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 26.9603977203s, input_fired_time: 0.2845193744, output_fired_time: 0.1661610007, propagate_forward_time: 10.9739465714, propagate_backward_time: 14.1829147339, weight_update_time: 0.0574404337, other_time: 1.3528566360
epoch time: 2.1629009247s, input_fired_time: 0.0314642563, output_fired_time: 0.0000000000, propagate_forward_time: 1.9157688618, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2156677246
validation[          , genome  1918] predictions:    9414/  10000 (94.14%), best:    9418/10000 (94.18%), error:      2024.50793, best error:      1958.72437 on epoch:    82, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 27.2689800262s, input_fired_time: 0.2855793238, output_fired_time: 0.1670536101, propagate_forward_time: 11.0208196640, propagate_backward_time: 14.4229869843, weight_update_time: 0.0581094585, other_time: 1.3725404739
epoch time: 2.3789138794s, input_fired_time: 0.0325105414, output_fired_time: 0.0000000000, propagate_forward_time: 2.1162505150, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2301528454
validation[          , genome  1918] predictions:    9390/  10000 (93.90%), best:    9418/10000 (94.18%), error:      2077.21924, best error:      1958.72437 on epoch:    82, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 26.1852664948s, input_fired_time: 0.2800486684, output_fired_time: 0.1618909240, propagate_forward_time: 10.5984230042, propagate_backward_time: 13.8220968246, weight_update_time: 0.0560036562, other_time: 1.3228082657
epoch time: 3.4960010052s, input_fired_time: 0.0425747298, output_fired_time: 0.0000000000, propagate_forward_time: 3.1247575283, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3286688328
validation[          , genome  1918] predictions:    9387/  10000 (93.87%), best:    9418/10000 (94.18%), error:      2031.74133, best error:      1958.72437 on epoch:    82, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 30.0394649506s, input_fired_time: 0.3031036556, output_fired_time: 0.1811841428, propagate_forward_time: 12.2841024399, propagate_backward_time: 15.7782363892, weight_update_time: 0.0631102696, other_time: 1.4928359985
epoch time: 3.3553571701s, input_fired_time: 0.0422084406, output_fired_time: 0.0000000000, propagate_forward_time: 2.9910199642, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3221287727
validation[          , genome  1918] predictions:    9233/  10000 (92.33%), best:    9418/10000 (94.18%), error:      2599.12305, best error:      1958.72437 on epoch:    82, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 27.4638957977s, input_fired_time: 0.2904376984, output_fired_time: 0.1684136987, propagate_forward_time: 11.1577196121, propagate_backward_time: 14.4600381851, weight_update_time: 0.0587431788, other_time: 1.3872871399
epoch time: 2.3303775787s, input_fired_time: 0.0334042944, output_fired_time: 0.0000000000, propagate_forward_time: 2.0678217411, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2291514874
validation[          , genome  1918] predictions:    9401/  10000 (94.01%), best:    9418/10000 (94.18%), error:      2000.79822, best error:      1958.72437 on epoch:    82, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 26.9616127014s, input_fired_time: 0.2855090201, output_fired_time: 0.1660135835, propagate_forward_time: 10.9149703979, propagate_backward_time: 14.2367286682, weight_update_time: 0.0573243909, other_time: 1.3583908081
epoch time: 2.6369149685s, input_fired_time: 0.0356024802, output_fired_time: 0.0000000000, propagate_forward_time: 2.3448247910, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2564876080
validation[          , genome  1918] predictions:    9396/  10000 (93.96%), best:    9418/10000 (94.18%), error:      2003.92688, best error:      1958.72437 on epoch:    82, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 28.0746345520s, input_fired_time: 0.2919019163, output_fired_time: 0.1702898145, propagate_forward_time: 11.4468555450, propagate_backward_time: 14.7741804123, weight_update_time: 0.0582899638, other_time: 1.3914060593
epoch time: 2.5630636215s, input_fired_time: 0.0361311361, output_fired_time: 0.0000000000, propagate_forward_time: 2.2781445980, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2487878799
validation[          , genome  1918] predictions:    9412/  10000 (94.12%), best:    9418/10000 (94.18%), error:      2005.48267, best error:      1958.72437 on epoch:    82, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 29.3492317200s, input_fired_time: 0.2989061177, output_fired_time: 0.1777361631, propagate_forward_time: 11.9850301743, propagate_backward_time: 15.4437313080, weight_update_time: 0.0603957698, other_time: 1.4438266754
epoch time: 3.4491941929s, input_fired_time: 0.0427851640, output_fired_time: 0.0000000000, propagate_forward_time: 3.0859162807, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3204927444
validation[          , genome  1918] predictions:    9418/  10000 (94.18%), best:    9418/10000 (94.18%), error:      1977.90149, best error:      1958.72437 on epoch:    82, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 31.3663482666s, input_fired_time: 0.3095465600, output_fired_time: 0.1880168319, propagate_forward_time: 12.8762216568, propagate_backward_time: 16.4594326019, weight_update_time: 0.0648409724, other_time: 1.5331287384
epoch time: 3.4504842758s, input_fired_time: 0.0424362421, output_fired_time: 0.0000000000, propagate_forward_time: 3.0864181519, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3216300011
validation[          , genome  1918] predictions:    9376/  10000 (93.76%), best:    9418/10000 (94.18%), error:      2093.69849, best error:      1958.72437 on epoch:    82, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 31.3648719788s, input_fired_time: 0.3095804751, output_fired_time: 0.1874805540, propagate_forward_time: 12.8669538498, propagate_backward_time: 16.4638214111, weight_update_time: 0.0658159256, other_time: 1.5370368958
epoch time: 3.4571194649s, input_fired_time: 0.0427344069, output_fired_time: 0.0000000000, propagate_forward_time: 3.0916624069, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3227226734
validation[          , genome  1918] predictions:    9420/  10000 (94.20%), best:    9420/10000 (94.20%), error:      1956.60266, best error:      1956.60266 on epoch:    95, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 31.1276435852s, input_fired_time: 0.3097242117, output_fired_time: 0.1848254502, propagate_forward_time: 12.7584314346, propagate_backward_time: 16.3593883514, weight_update_time: 0.0637479946, other_time: 1.5152721405
epoch time: 2.9071745872s, input_fired_time: 0.0384409390, output_fired_time: 0.0000000000, propagate_forward_time: 2.5947089195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2740247250
validation[          , genome  1918] predictions:    9420/  10000 (94.20%), best:    9420/10000 (94.20%), error:      1955.92554, best error:      1955.92554 on epoch:    96, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 33.2405242920s, input_fired_time: 0.3207825422, output_fired_time: 0.1956983805, propagate_forward_time: 13.6542663574, propagate_backward_time: 17.4631404877, weight_update_time: 0.0681751519, other_time: 1.6066379547
epoch time: 2.5034234524s, input_fired_time: 0.0352400243, output_fired_time: 0.0000000000, propagate_forward_time: 2.2262256145, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2419579029
validation[          , genome  1918] predictions:    9415/  10000 (94.15%), best:    9420/10000 (94.20%), error:      1971.42456, best error:      1955.92554 on epoch:    96, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 31.5673503876s, input_fired_time: 0.3091071248, output_fired_time: 0.1882690936, propagate_forward_time: 12.9286098480, propagate_backward_time: 16.6067676544, weight_update_time: 0.0660214350, other_time: 1.5345973969
epoch time: 2.3207805157s, input_fired_time: 0.0336013362, output_fired_time: 0.0000000000, propagate_forward_time: 2.0594437122, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2277355194
validation[          , genome  1918] predictions:    9405/  10000 (94.05%), best:    9420/10000 (94.20%), error:      2016.90125, best error:      1955.92554 on epoch:    96, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 34.6069030762s, input_fired_time: 0.3244865239, output_fired_time: 0.2021834701, propagate_forward_time: 14.2962503433, propagate_backward_time: 18.1062660217, weight_update_time: 0.0725057349, other_time: 1.6777191162
epoch time: 3.4621419907s, input_fired_time: 0.0422099680, output_fired_time: 0.0000000000, propagate_forward_time: 3.0927646160, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3271675110
validation[          , genome  1918] predictions:    9401/  10000 (94.01%), best:    9420/10000 (94.20%), error:      2003.17847, best error:      1955.92554 on epoch:    96, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 26.6361255646s, input_fired_time: 0.2832621634, output_fired_time: 0.1642365307, propagate_forward_time: 10.7843427658, propagate_backward_time: 14.0649061203, weight_update_time: 0.0570698902, other_time: 1.3393783569
epoch time: 2.3939886093s, input_fired_time: 0.0341666080, output_fired_time: 0.0000000000, propagate_forward_time: 2.1274507046, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2323713303
validation[          , genome  1918] predictions:    9400/  10000 (94.00%), best:    9420/10000 (94.20%), error:      1988.91931, best error:      1955.92554 on epoch:    96, 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: 11.8564586639s, input_fired_time: 0.1724656075, output_fired_time: 0.0000000000, propagate_forward_time: 10.4761123657, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2078809738
best training[          , genome  1918] predictions:   47988/  50000 (95.98%), best:    9420/10000 (94.20%), error:      7412.40234, best error:      1955.92554 on epoch:    96, 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: 2.7408096790s, input_fired_time: 0.0366149247, output_fired_time: 0.0000000000, propagate_forward_time: 2.4254248142, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2787699699
   testing[          , genome  1918] predictions:    9494/  10000 (94.94%), best:    9420/10000 (94.20%), error:      1797.46082, best error:      1955.92554 on epoch:    96, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
21:41:11 (36147): called boinc_finish(0)

</stderr_txt>
]]>