Nameexact_genome_1512568488_42_2450_0
Workunit2583447
Created6 Dec 2017, 23:40:20 UTC
Sent6 Dec 2017, 23:44:08 UTC
Report deadline9 Dec 2017, 15:18:40 UTC
Received7 Dec 2017, 1:18:11 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID54172
Run time1 hours 33 min 48 sec
CPU time1 hours 33 min 46 sec
Validate stateValid
Credit662.25
Device peak FLOPS3.27 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size149.11 MB
Peak swap size150.70 MB
Peak disk usage0.97 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: 50.6980819702s, input_fired_time: 0.3772779405, output_fired_time: 0.2808474898, propagate_forward_time: 21.7592048645, propagate_backward_time: 26.2747478485, weight_update_time: 0.0941302106, other_time: 2.0060062408
epoch time: 4.8153367043s, input_fired_time: 0.0419079214, output_fired_time: 0.0000000000, propagate_forward_time: 4.4016370773, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3717918396
validation[          , genome  2450] predictions:    9414/  10000 (94.14%), best:    9474/10000 (94.74%), error:      1957.13440, best error:      1852.78345 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 50.0154800415s, input_fired_time: 0.3742687702, output_fired_time: 0.2758528292, propagate_forward_time: 21.4908771515, propagate_backward_time: 25.8925552368, weight_update_time: 0.0926065743, other_time: 1.9819278717
epoch time: 4.7158293724s, input_fired_time: 0.0413740687, output_fired_time: 0.0000000000, propagate_forward_time: 4.3083782196, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3660769463
validation[          , genome  2450] predictions:    9438/  10000 (94.38%), best:    9474/10000 (94.74%), error:      1901.49316, best error:      1852.78345 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 51.0671882629s, input_fired_time: 0.3805404007, output_fired_time: 0.2813076675, propagate_forward_time: 21.9954643250, propagate_backward_time: 26.4055404663, weight_update_time: 0.0940449461, other_time: 2.0043373108
epoch time: 4.8097577095s, input_fired_time: 0.0419686697, output_fired_time: 0.0000000000, propagate_forward_time: 4.3976359367, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3701529503
validation[          , genome  2450] predictions:    9372/  10000 (93.72%), best:    9474/10000 (94.74%), error:      2166.67432, best error:      1852.78345 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 50.6135520935s, input_fired_time: 0.3774658144, output_fired_time: 0.2764167488, propagate_forward_time: 21.7620792389, propagate_backward_time: 26.2004776001, weight_update_time: 0.0932476297, other_time: 1.9971141815
epoch time: 4.7882270813s, input_fired_time: 0.0418183468, output_fired_time: 0.0000000000, propagate_forward_time: 4.3748421669, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3715667725
validation[          , genome  2450] predictions:    9438/  10000 (94.38%), best:    9474/10000 (94.74%), error:      1899.67310, best error:      1852.78345 on epoch:    13, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 49.9152374268s, input_fired_time: 0.3752546310, output_fired_time: 0.2758275270, propagate_forward_time: 21.4243659973, propagate_backward_time: 25.8670711517, weight_update_time: 0.0922696367, other_time: 1.9727153778
epoch time: 4.8114719391s, input_fired_time: 0.0423975997, output_fired_time: 0.0000000000, propagate_forward_time: 4.3970456123, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3720288277
validation[          , genome  2450] predictions:    9337/  10000 (93.37%), best:    9474/10000 (94.74%), error:      2280.46509, best error:      1852.78345 on epoch:    13, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 50.9229393005s, input_fired_time: 0.3803038597, output_fired_time: 0.2820495665, propagate_forward_time: 21.8670825958, propagate_backward_time: 26.3939132690, weight_update_time: 0.0941902250, other_time: 1.9995899200
epoch time: 4.3015131950s, input_fired_time: 0.0384250395, output_fired_time: 0.0000000000, propagate_forward_time: 3.9194111824, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3436770439
validation[          , genome  2450] predictions:    9447/  10000 (94.47%), best:    9474/10000 (94.74%), error:      1928.36096, best error:      1852.78345 on epoch:    13, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 49.2314300537s, input_fired_time: 0.3716328442, output_fired_time: 0.2721812427, propagate_forward_time: 21.1452312469, propagate_backward_time: 25.4771709442, weight_update_time: 0.0914942771, other_time: 1.9652137756
epoch time: 4.8046932220s, input_fired_time: 0.0429997705, output_fired_time: 0.0000000000, propagate_forward_time: 4.3955278397, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3661656380
validation[          , genome  2450] predictions:    9482/  10000 (94.82%), best:    9482/10000 (94.82%), error:      1814.08057, best error:      1814.08057 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 49.4897308350s, input_fired_time: 0.3721240759, output_fired_time: 0.2697926760, propagate_forward_time: 21.3308582306, propagate_backward_time: 25.5518341064, weight_update_time: 0.0916343480, other_time: 1.9651203156
epoch time: 4.7948026657s, input_fired_time: 0.0421416461, output_fired_time: 0.0000000000, propagate_forward_time: 4.3815846443, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3710765839
validation[          , genome  2450] predictions:    9455/  10000 (94.55%), best:    9482/10000 (94.82%), error:      1857.72717, best error:      1814.08057 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 50.4089813232s, input_fired_time: 0.3769239187, output_fired_time: 0.2775043249, propagate_forward_time: 21.6705570221, propagate_backward_time: 26.0854701996, weight_update_time: 0.0931181908, other_time: 1.9985275269
epoch time: 4.7808575630s, input_fired_time: 0.0416010432, output_fired_time: 0.0000000000, propagate_forward_time: 4.3678989410, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3713574409
validation[          , genome  2450] predictions:    9467/  10000 (94.67%), best:    9467/10000 (94.67%), error:      1799.76208, best error:      1799.76208 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 50.7956161499s, input_fired_time: 0.3786661625, output_fired_time: 0.2781805396, propagate_forward_time: 21.8231811523, propagate_backward_time: 26.3118076324, weight_update_time: 0.0940845907, other_time: 2.0037822723
epoch time: 4.7787384987s, input_fired_time: 0.0426957309, output_fired_time: 0.0000000000, propagate_forward_time: 4.3659205437, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3701224327
validation[          , genome  2450] predictions:    9492/  10000 (94.92%), best:    9467/10000 (94.67%), error:      1805.12622, best error:      1799.76208 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 50.7287406921s, input_fired_time: 0.3800295293, output_fired_time: 0.2769431770, propagate_forward_time: 21.8323497772, propagate_backward_time: 26.2681808472, weight_update_time: 0.0936312675, other_time: 1.9712390900
epoch time: 4.7682623863s, input_fired_time: 0.0423705056, output_fired_time: 0.0000000000, propagate_forward_time: 4.3629226685, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3629693985
validation[          , genome  2450] predictions:    9461/  10000 (94.61%), best:    9467/10000 (94.67%), error:      1812.01917, best error:      1799.76208 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 46.9847412109s, input_fired_time: 0.3617566526, output_fired_time: 0.2609891891, propagate_forward_time: 20.1339282990, propagate_backward_time: 24.3199176788, weight_update_time: 0.0872066095, other_time: 1.9081497192
epoch time: 4.4631738663s, input_fired_time: 0.0401976854, output_fired_time: 0.0000000000, propagate_forward_time: 4.0691094398, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3538665771
validation[          , genome  2450] predictions:    9437/  10000 (94.37%), best:    9467/10000 (94.67%), error:      1915.19714, best error:      1799.76208 on epoch:    22, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 49.9827423096s, input_fired_time: 0.3769797385, output_fired_time: 0.2766779661, propagate_forward_time: 21.5011825562, propagate_backward_time: 25.8705348969, weight_update_time: 0.0921495184, other_time: 1.9573688507
epoch time: 4.5684704781s, input_fired_time: 0.0409958884, output_fired_time: 0.0000000000, propagate_forward_time: 4.1736464500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3538279533
validation[          , genome  2450] predictions:    9483/  10000 (94.83%), best:    9483/10000 (94.83%), error:      1767.62244, best error:      1767.62244 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 50.6478843689s, input_fired_time: 0.3804264069, output_fired_time: 0.2792316377, propagate_forward_time: 21.8001556396, propagate_backward_time: 26.2008190155, weight_update_time: 0.0934318602, other_time: 1.9872493744
epoch time: 4.7941703796s, input_fired_time: 0.0423086695, output_fired_time: 0.0000000000, propagate_forward_time: 4.3832101822, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3686513901
validation[          , genome  2450] predictions:    9437/  10000 (94.37%), best:    9483/10000 (94.83%), error:      1869.50781, best error:      1767.62244 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 49.7403259277s, input_fired_time: 0.3754510581, output_fired_time: 0.2740308046, propagate_forward_time: 21.4098129272, propagate_backward_time: 25.7284965515, weight_update_time: 0.0915806144, other_time: 1.9525337219
epoch time: 4.6392498016s, input_fired_time: 0.0417774133, output_fired_time: 0.0000000000, propagate_forward_time: 4.2417016029, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3557705879
validation[          , genome  2450] predictions:    9505/  10000 (95.05%), best:    9505/10000 (95.05%), error:      1710.35645, best error:      1710.35645 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 50.8613891602s, input_fired_time: 0.3833835423, output_fired_time: 0.2817047238, propagate_forward_time: 21.8651065826, propagate_backward_time: 26.3558158875, weight_update_time: 0.0942658931, other_time: 1.9753780365
epoch time: 4.7804012299s, input_fired_time: 0.0422883071, output_fired_time: 0.0000000000, propagate_forward_time: 4.3685812950, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3695316315
validation[          , genome  2450] predictions:    9434/  10000 (94.34%), best:    9505/10000 (95.05%), error:      1893.74158, best error:      1710.35645 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 50.8579521179s, input_fired_time: 0.3812843561, output_fired_time: 0.2810211182, propagate_forward_time: 21.8487319946, propagate_backward_time: 26.3498096466, weight_update_time: 0.0941958576, other_time: 1.9971065521
epoch time: 4.7740864754s, input_fired_time: 0.0417962223, output_fired_time: 0.0000000000, propagate_forward_time: 4.3694887161, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3628015518
validation[          , genome  2450] predictions:    9458/  10000 (94.58%), best:    9505/10000 (95.05%), error:      1813.16687, best error:      1710.35645 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 50.5003967285s, input_fired_time: 0.3809436560, output_fired_time: 0.2802769542, propagate_forward_time: 21.6873950958, propagate_backward_time: 26.1915264130, weight_update_time: 0.0938592851, other_time: 1.9602546692
epoch time: 4.7708477974s, input_fired_time: 0.0426168293, output_fired_time: 0.0000000000, propagate_forward_time: 4.3663120270, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3619189262
validation[          , genome  2450] predictions:    9505/  10000 (95.05%), best:    9505/10000 (95.05%), error:      1715.14441, best error:      1710.35645 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 50.2499504089s, input_fired_time: 0.3790003657, output_fired_time: 0.2782721519, propagate_forward_time: 21.5709209442, propagate_backward_time: 26.0353908539, weight_update_time: 0.0932231843, other_time: 1.9863662720
epoch time: 4.5365381241s, input_fired_time: 0.0413087420, output_fired_time: 0.0000000000, propagate_forward_time: 4.1368517876, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3583774567
validation[          , genome  2450] predictions:    9498/  10000 (94.98%), best:    9505/10000 (95.05%), error:      1725.23047, best error:      1710.35645 on epoch:    28, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 50.1061782837s, input_fired_time: 0.3797105551, output_fired_time: 0.2767661810, propagate_forward_time: 21.5656604767, propagate_backward_time: 25.9307365417, weight_update_time: 0.0929626301, other_time: 1.9533023834
epoch time: 4.5530633926s, input_fired_time: 0.0410575606, output_fired_time: 0.0000000000, propagate_forward_time: 4.1588048935, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3532009125
validation[          , genome  2450] predictions:    9512/  10000 (95.12%), best:    9505/10000 (95.05%), error:      1716.78687, best error:      1710.35645 on epoch:    28, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 50.3422431946s, input_fired_time: 0.3800148368, output_fired_time: 0.2764029801, propagate_forward_time: 21.6536464691, propagate_backward_time: 26.0498409271, weight_update_time: 0.0931165218, other_time: 1.9823379517
epoch time: 4.7921662331s, input_fired_time: 0.0428321287, output_fired_time: 0.0000000000, propagate_forward_time: 4.3789968491, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3703374863
validation[          , genome  2450] predictions:    9455/  10000 (94.55%), best:    9505/10000 (95.05%), error:      1800.13440, best error:      1710.35645 on epoch:    28, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 49.2785797119s, input_fired_time: 0.3757641912, output_fired_time: 0.2724820971, propagate_forward_time: 21.1463394165, propagate_backward_time: 25.5453090668, weight_update_time: 0.0915344283, other_time: 1.9386844635
epoch time: 4.7764768600s, input_fired_time: 0.0426574610, output_fired_time: 0.0000000000, propagate_forward_time: 4.3708491325, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3629703522
validation[          , genome  2450] predictions:    9472/  10000 (94.72%), best:    9505/10000 (95.05%), error:      1842.85266, best error:      1710.35645 on epoch:    28, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 49.6278991699s, input_fired_time: 0.3749225736, output_fired_time: 0.2703216374, propagate_forward_time: 21.4160289764, propagate_backward_time: 25.6072444916, weight_update_time: 0.0915769264, other_time: 1.9593811035
epoch time: 4.7411246300s, input_fired_time: 0.0428650416, output_fired_time: 0.0000000000, propagate_forward_time: 4.3293747902, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3688845634
validation[          , genome  2450] predictions:    9463/  10000 (94.63%), best:    9505/10000 (95.05%), error:      1844.83325, best error:      1710.35645 on epoch:    28, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 49.2849998474s, input_fired_time: 0.3762137592, output_fired_time: 0.2732581496, propagate_forward_time: 21.1613655090, propagate_backward_time: 25.5411014557, weight_update_time: 0.0912995338, other_time: 1.9330615997
epoch time: 4.7785501480s, input_fired_time: 0.0432934314, output_fired_time: 0.0000000000, propagate_forward_time: 4.3788170815, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3564395905
validation[          , genome  2450] predictions:    9510/  10000 (95.10%), best:    9505/10000 (95.05%), error:      1725.66516, best error:      1710.35645 on epoch:    28, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 50.1788139343s, input_fired_time: 0.3796146214, output_fired_time: 0.2751834095, propagate_forward_time: 21.5937976837, propagate_backward_time: 25.9569759369, weight_update_time: 0.0925820991, other_time: 1.9732398987
epoch time: 4.7927503586s, input_fired_time: 0.0433634408, output_fired_time: 0.0000000000, propagate_forward_time: 4.3793454170, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3700413704
validation[          , genome  2450] predictions:    9381/  10000 (93.81%), best:    9505/10000 (95.05%), error:      2129.55615, best error:      1710.35645 on epoch:    28, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 50.9142532349s, input_fired_time: 0.3845250309, output_fired_time: 0.2812337875, propagate_forward_time: 21.8893833160, propagate_backward_time: 26.3681201935, weight_update_time: 0.0939445272, other_time: 1.9909896851
epoch time: 4.7901496887s, input_fired_time: 0.0428927988, output_fired_time: 0.0000000000, propagate_forward_time: 4.3825922012, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3646645546
validation[          , genome  2450] predictions:    9474/  10000 (94.74%), best:    9505/10000 (95.05%), error:      1764.82251, best error:      1710.35645 on epoch:    28, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 50.9223861694s, input_fired_time: 0.3849408031, output_fired_time: 0.2819471657, propagate_forward_time: 21.8983764648, propagate_backward_time: 26.3688602448, weight_update_time: 0.0940951183, other_time: 1.9882602692
epoch time: 4.7975273132s, input_fired_time: 0.0433140136, output_fired_time: 0.0000000000, propagate_forward_time: 4.3829307556, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3712825775
validation[          , genome  2450] predictions:    9501/  10000 (95.01%), best:    9505/10000 (95.05%), error:      1736.19592, best error:      1710.35645 on epoch:    28, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 50.6151275635s, input_fired_time: 0.3831694126, output_fired_time: 0.2795780003, propagate_forward_time: 21.7632923126, propagate_backward_time: 26.1981601715, weight_update_time: 0.0935069770, other_time: 1.9909248352
epoch time: 4.7531685829s, input_fired_time: 0.0433666557, output_fired_time: 0.0000000000, propagate_forward_time: 4.3434839249, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3663182259
validation[          , genome  2450] predictions:    9505/  10000 (95.05%), best:    9505/10000 (95.05%), error:      1691.23547, best error:      1691.23547 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 50.7291831970s, input_fired_time: 0.3837782741, output_fired_time: 0.2782986462, propagate_forward_time: 21.8138504028, propagate_backward_time: 26.2732543945, weight_update_time: 0.0937197953, other_time: 1.9800033569
epoch time: 4.7601962090s, input_fired_time: 0.0425964706, output_fired_time: 0.0000000000, propagate_forward_time: 4.3527622223, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3648376465
validation[          , genome  2450] predictions:    9506/  10000 (95.06%), best:    9505/10000 (95.05%), error:      1750.12073, best error:      1691.23547 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 50.2177047729s, input_fired_time: 0.3815134764, output_fired_time: 0.2759949565, propagate_forward_time: 21.5901660919, propagate_backward_time: 25.9752788544, weight_update_time: 0.0929006711, other_time: 1.9947547913
epoch time: 4.7631664276s, input_fired_time: 0.0434506871, output_fired_time: 0.0000000000, propagate_forward_time: 4.3569641113, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3627514839
validation[          , genome  2450] predictions:    9504/  10000 (95.04%), best:    9505/10000 (95.05%), error:      1712.62695, best error:      1691.23547 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 50.7247467041s, input_fired_time: 0.3841464818, output_fired_time: 0.2779412568, propagate_forward_time: 21.8085460663, propagate_backward_time: 26.2456626892, weight_update_time: 0.0938468054, other_time: 2.0084476471
epoch time: 4.7638115883s, input_fired_time: 0.0425944552, output_fired_time: 0.0000000000, propagate_forward_time: 4.3512587547, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3699584007
validation[          , genome  2450] predictions:    9466/  10000 (94.66%), best:    9505/10000 (95.05%), error:      1786.47131, best error:      1691.23547 on epoch:    41, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 49.9069404602s, input_fired_time: 0.3799364567, output_fired_time: 0.2759706974, propagate_forward_time: 21.4423942566, propagate_backward_time: 25.8251972198, weight_update_time: 0.0922176167, other_time: 1.9834423065
epoch time: 4.7698884010s, input_fired_time: 0.0434906557, output_fired_time: 0.0000000000, propagate_forward_time: 4.3571577072, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3692398071
validation[          , genome  2450] predictions:    9504/  10000 (95.04%), best:    9505/10000 (95.05%), error:      1718.32520, best error:      1691.23547 on epoch:    41, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 50.5470733643s, input_fired_time: 0.3809192479, output_fired_time: 0.2718428075, propagate_forward_time: 21.8312797546, propagate_backward_time: 26.0732917786, weight_update_time: 0.0931903496, other_time: 1.9897384644
epoch time: 4.7708683014s, input_fired_time: 0.0440948159, output_fired_time: 0.0000000000, propagate_forward_time: 4.3564987183, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3702745438
validation[          , genome  2450] predictions:    9510/  10000 (95.10%), best:    9505/10000 (95.05%), error:      1695.37671, best error:      1691.23547 on epoch:    41, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 50.6570854187s, input_fired_time: 0.3846847713, output_fired_time: 0.2791147232, propagate_forward_time: 21.7872295380, propagate_backward_time: 26.2027320862, weight_update_time: 0.0937335268, other_time: 2.0033245087
epoch time: 4.7724933624s, input_fired_time: 0.0430111811, output_fired_time: 0.0000000000, propagate_forward_time: 4.3597793579, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3697028160
validation[          , genome  2450] predictions:    9487/  10000 (94.87%), best:    9505/10000 (95.05%), error:      1753.01758, best error:      1691.23547 on epoch:    41, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 50.6848449707s, input_fired_time: 0.3852201998, output_fired_time: 0.2811075449, propagate_forward_time: 21.7647571564, propagate_backward_time: 26.2547416687, weight_update_time: 0.0937972590, other_time: 1.9990177155
epoch time: 4.1417951584s, input_fired_time: 0.0389660150, output_fired_time: 0.0000000000, propagate_forward_time: 3.7639877796, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3388411999
validation[          , genome  2450] predictions:    9497/  10000 (94.97%), best:    9505/10000 (95.05%), error:      1769.34778, best error:      1691.23547 on epoch:    41, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 48.9299507141s, input_fired_time: 0.3761836588, output_fired_time: 0.2713748515, propagate_forward_time: 20.9946384430, propagate_backward_time: 25.3319244385, weight_update_time: 0.0906875730, other_time: 1.9558315277
epoch time: 4.7399430275s, input_fired_time: 0.0433000922, output_fired_time: 0.0000000000, propagate_forward_time: 4.3299503326, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3666925430
validation[          , genome  2450] predictions:    9518/  10000 (95.18%), best:    9518/10000 (95.18%), error:      1673.92908, best error:      1673.92908 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 50.4619255066s, input_fired_time: 0.3818535805, output_fired_time: 0.2739783823, propagate_forward_time: 21.7582149506, propagate_backward_time: 26.0614471436, weight_update_time: 0.0931024104, other_time: 1.9864292145
epoch time: 4.7736296654s, input_fired_time: 0.0428702123, output_fired_time: 0.0000000000, propagate_forward_time: 4.3668866158, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3638730049
validation[          , genome  2450] predictions:    9483/  10000 (94.83%), best:    9518/10000 (95.18%), error:      1733.69678, best error:      1673.92908 on epoch:    49, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 50.5561866760s, input_fired_time: 0.3840807080, output_fired_time: 0.2773456573, propagate_forward_time: 21.7615985870, propagate_backward_time: 26.1415805817, weight_update_time: 0.0934009328, other_time: 1.9915809631
epoch time: 4.7829341888s, input_fired_time: 0.0434498750, output_fired_time: 0.0000000000, propagate_forward_time: 4.3695635796, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3699207306
validation[          , genome  2450] predictions:    9527/  10000 (95.27%), best:    9527/10000 (95.27%), error:      1632.93811, best error:      1632.93811 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 50.7627906799s, input_fired_time: 0.3833490014, output_fired_time: 0.2753666937, propagate_forward_time: 21.8794021606, propagate_backward_time: 26.2422828674, weight_update_time: 0.0939443931, other_time: 1.9823875427
epoch time: 4.7783198357s, input_fired_time: 0.0438479818, output_fired_time: 0.0000000000, propagate_forward_time: 4.3700480461, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3644237518
validation[          , genome  2450] predictions:    9487/  10000 (94.87%), best:    9527/10000 (95.27%), error:      1709.75110, best error:      1632.93811 on epoch:    51, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 50.9146156311s, input_fired_time: 0.3869695067, output_fired_time: 0.2821406722, propagate_forward_time: 21.8615856171, propagate_backward_time: 26.3863067627, weight_update_time: 0.0946145952, other_time: 1.9976139069
epoch time: 4.7767915726s, input_fired_time: 0.0434742682, output_fired_time: 0.0000000000, propagate_forward_time: 4.3628292084, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3704881668
validation[          , genome  2450] predictions:    9508/  10000 (95.08%), best:    9527/10000 (95.27%), error:      1686.57971, best error:      1632.93811 on epoch:    51, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 50.8570861816s, input_fired_time: 0.3864851594, output_fired_time: 0.2799260318, propagate_forward_time: 21.8486747742, propagate_backward_time: 26.3466339111, weight_update_time: 0.0945954770, other_time: 1.9953651428
epoch time: 4.7900571823s, input_fired_time: 0.0435907021, output_fired_time: 0.0000000000, propagate_forward_time: 4.3819036484, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3645629883
validation[          , genome  2450] predictions:    9536/  10000 (95.36%), best:    9527/10000 (95.27%), error:      1635.86633, best error:      1632.93811 on epoch:    51, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 50.7139396667s, input_fired_time: 0.3844641447, output_fired_time: 0.2784283459, propagate_forward_time: 21.8032169342, propagate_backward_time: 26.2595386505, weight_update_time: 0.0940254927, other_time: 1.9882926941
epoch time: 4.7865428925s, input_fired_time: 0.0434754863, output_fired_time: 0.0000000000, propagate_forward_time: 4.3780598640, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3650074005
validation[          , genome  2450] predictions:    9525/  10000 (95.25%), best:    9527/10000 (95.27%), error:      1664.80334, best error:      1632.93811 on epoch:    51, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 50.8650588989s, input_fired_time: 0.3876188695, output_fired_time: 0.2829786241, propagate_forward_time: 21.8250579834, propagate_backward_time: 26.3677692413, weight_update_time: 0.0944590941, other_time: 2.0016345978
epoch time: 4.7862153053s, input_fired_time: 0.0435756966, output_fired_time: 0.0000000000, propagate_forward_time: 4.3752374649, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3674020767
validation[          , genome  2450] predictions:    9481/  10000 (94.81%), best:    9527/10000 (95.27%), error:      1807.73608, best error:      1632.93811 on epoch:    51, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 50.8872909546s, input_fired_time: 0.3870864511, output_fired_time: 0.2826856971, propagate_forward_time: 21.8339443207, propagate_backward_time: 26.3768672943, weight_update_time: 0.0946880952, other_time: 2.0067100525
epoch time: 4.7921886444s, input_fired_time: 0.0440999493, output_fired_time: 0.0000000000, propagate_forward_time: 4.3782467842, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3698420525
validation[          , genome  2450] predictions:    9490/  10000 (94.90%), best:    9527/10000 (95.27%), error:      1713.82312, best error:      1632.93811 on epoch:    51, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 50.7257041931s, input_fired_time: 0.3861118555, output_fired_time: 0.2750043273, propagate_forward_time: 21.8701248169, propagate_backward_time: 26.2102947235, weight_update_time: 0.0940339342, other_time: 1.9841670990
epoch time: 4.7926144600s, input_fired_time: 0.0436695144, output_fired_time: 0.0000000000, propagate_forward_time: 4.3786425591, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3703022003
validation[          , genome  2450] predictions:    9456/  10000 (94.56%), best:    9527/10000 (95.27%), error:      1836.35583, best error:      1632.93811 on epoch:    51, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 50.8674125671s, input_fired_time: 0.3876559436, output_fired_time: 0.2814396322, propagate_forward_time: 21.8622169495, propagate_backward_time: 26.3278789520, weight_update_time: 0.0941483378, other_time: 2.0082187653
epoch time: 4.7972455025s, input_fired_time: 0.0444337279, output_fired_time: 0.0000000000, propagate_forward_time: 4.3808231354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3719887733
validation[          , genome  2450] predictions:    9529/  10000 (95.29%), best:    9527/10000 (95.27%), error:      1662.66748, best error:      1632.93811 on epoch:    51, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 50.9774818420s, input_fired_time: 0.3894557357, output_fired_time: 0.2810713053, propagate_forward_time: 21.9246921539, propagate_backward_time: 26.3672485352, weight_update_time: 0.0939600766, other_time: 2.0150165558
epoch time: 4.7983484268s, input_fired_time: 0.0440338403, output_fired_time: 0.0000000000, propagate_forward_time: 4.3822503090, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3720641136
validation[          , genome  2450] predictions:    9426/  10000 (94.26%), best:    9527/10000 (95.27%), error:      2009.18433, best error:      1632.93811 on epoch:    51, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 50.8058586121s, input_fired_time: 0.3862153888, output_fired_time: 0.2741484940, propagate_forward_time: 21.9293861389, propagate_backward_time: 26.2152767181, weight_update_time: 0.0940692276, other_time: 2.0008335114
epoch time: 4.7988152504s, input_fired_time: 0.0437939912, output_fired_time: 0.0000000000, propagate_forward_time: 4.3869833946, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3680377007
validation[          , genome  2450] predictions:    9525/  10000 (95.25%), best:    9527/10000 (95.27%), error:      1638.87915, best error:      1632.93811 on epoch:    51, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 50.9819450378s, input_fired_time: 0.3888680339, output_fired_time: 0.2812621295, propagate_forward_time: 21.9237403870, propagate_backward_time: 26.3772125244, weight_update_time: 0.0939517766, other_time: 2.0108642578
epoch time: 4.8029608727s, input_fired_time: 0.0436395071, output_fired_time: 0.0000000000, propagate_forward_time: 4.3868694305, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3724517822
validation[          , genome  2450] predictions:    9511/  10000 (95.11%), best:    9527/10000 (95.27%), error:      1702.39355, best error:      1632.93811 on epoch:    51, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 51.0254364014s, input_fired_time: 0.3896405995, output_fired_time: 0.2814914584, propagate_forward_time: 21.9450683594, propagate_backward_time: 26.3984317780, weight_update_time: 0.0940091088, other_time: 2.0108051300
epoch time: 4.8029232025s, input_fired_time: 0.0446111448, output_fired_time: 0.0000000000, propagate_forward_time: 4.3859052658, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3724069595
validation[          , genome  2450] predictions:    9505/  10000 (95.05%), best:    9527/10000 (95.27%), error:      1732.26440, best error:      1632.93811 on epoch:    51, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 50.9765701294s, input_fired_time: 0.3887695670, output_fired_time: 0.2816779017, propagate_forward_time: 21.9294033051, propagate_backward_time: 26.3919944763, weight_update_time: 0.0937151685, other_time: 1.9847240448
epoch time: 4.7900772095s, input_fired_time: 0.0446179546, output_fired_time: 0.0000000000, propagate_forward_time: 4.3787832260, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3666758537
validation[          , genome  2450] predictions:    9521/  10000 (95.21%), best:    9527/10000 (95.27%), error:      1683.20178, best error:      1632.93811 on epoch:    51, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 51.0503845215s, input_fired_time: 0.3909754455, output_fired_time: 0.2851815522, propagate_forward_time: 21.9075298309, propagate_backward_time: 26.4839992523, weight_update_time: 0.0945498794, other_time: 1.9826965332
epoch time: 4.7453093529s, input_fired_time: 0.0441041328, output_fired_time: 0.0000000000, propagate_forward_time: 4.3391170502, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3620882034
validation[          , genome  2450] predictions:    9463/  10000 (94.63%), best:    9527/10000 (95.27%), error:      1815.60681, best error:      1632.93811 on epoch:    51, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 50.9154129028s, input_fired_time: 0.3908019662, output_fired_time: 0.2816981077, propagate_forward_time: 21.8460006714, propagate_backward_time: 26.4222469330, weight_update_time: 0.0945609286, other_time: 1.9746685028
epoch time: 4.7310438156s, input_fired_time: 0.0440247916, output_fired_time: 0.0000000000, propagate_forward_time: 4.3274703026, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3595485687
validation[          , genome  2450] predictions:    9514/  10000 (95.14%), best:    9527/10000 (95.27%), error:      1670.17883, best error:      1632.93811 on epoch:    51, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 51.1136245728s, input_fired_time: 0.3899185359, output_fired_time: 0.2858422399, propagate_forward_time: 21.9987792969, propagate_backward_time: 26.4542732239, weight_update_time: 0.0943711400, other_time: 1.9848098755
epoch time: 4.8021607399s, input_fired_time: 0.0446893722, output_fired_time: 0.0000000000, propagate_forward_time: 4.3920197487, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3654518127
validation[          , genome  2450] predictions:    9462/  10000 (94.62%), best:    9527/10000 (95.27%), error:      1823.74121, best error:      1632.93811 on epoch:    51, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 51.0378112793s, input_fired_time: 0.3899543881, output_fired_time: 0.2808402777, propagate_forward_time: 21.9737319946, propagate_backward_time: 26.4195098877, weight_update_time: 0.0937027261, other_time: 1.9737739563
epoch time: 4.8002676964s, input_fired_time: 0.0439393818, output_fired_time: 0.0000000000, propagate_forward_time: 4.3908495903, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3654785156
validation[          , genome  2450] predictions:    9543/  10000 (95.43%), best:    9527/10000 (95.27%), error:      1640.93079, best error:      1632.93811 on epoch:    51, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 51.0259742737s, input_fired_time: 0.3904296458, output_fired_time: 0.2811485529, propagate_forward_time: 21.9677219391, propagate_backward_time: 26.4128913879, weight_update_time: 0.0940562412, other_time: 1.9737834930
epoch time: 4.8017802238s, input_fired_time: 0.0437309556, output_fired_time: 0.0000000000, propagate_forward_time: 4.3933649063, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3646845818
validation[          , genome  2450] predictions:    9526/  10000 (95.26%), best:    9527/10000 (95.27%), error:      1653.76111, best error:      1632.93811 on epoch:    51, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 51.0172042847s, input_fired_time: 0.3903748393, output_fired_time: 0.2807428837, propagate_forward_time: 21.9649295807, propagate_backward_time: 26.4091358185, weight_update_time: 0.0939801484, other_time: 1.9720230103
epoch time: 4.7995753288s, input_fired_time: 0.0443181619, output_fired_time: 0.0000000000, propagate_forward_time: 4.3913345337, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3639225960
validation[          , genome  2450] predictions:    9483/  10000 (94.83%), best:    9527/10000 (95.27%), error:      1816.12866, best error:      1632.93811 on epoch:    51, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 51.0186843872s, input_fired_time: 0.3905222118, output_fired_time: 0.2810894549, propagate_forward_time: 21.9686088562, propagate_backward_time: 26.4046020508, weight_update_time: 0.0940820724, other_time: 1.9738616943
epoch time: 4.8007159233s, input_fired_time: 0.0447850078, output_fired_time: 0.0000000000, propagate_forward_time: 4.3917078972, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3642230034
validation[          , genome  2450] predictions:    9509/  10000 (95.09%), best:    9527/10000 (95.27%), error:      1735.13708, best error:      1632.93811 on epoch:    51, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 50.9205780029s, input_fired_time: 0.3901941180, output_fired_time: 0.2814904451, propagate_forward_time: 21.9121055603, propagate_backward_time: 26.3682861328, weight_update_time: 0.0938396826, other_time: 1.9685020447
epoch time: 4.8028111458s, input_fired_time: 0.0443091691, output_fired_time: 0.0000000000, propagate_forward_time: 4.3933243752, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3651776314
validation[          , genome  2450] predictions:    9492/  10000 (94.92%), best:    9527/10000 (95.27%), error:      1707.98218, best error:      1632.93811 on epoch:    51, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 51.0588607788s, input_fired_time: 0.3901791871, output_fired_time: 0.2827060819, propagate_forward_time: 21.9598903656, propagate_backward_time: 26.4549388885, weight_update_time: 0.0940491334, other_time: 1.9711456299
epoch time: 4.8024659157s, input_fired_time: 0.0446509309, output_fired_time: 0.0000000000, propagate_forward_time: 4.3939704895, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3638443947
validation[          , genome  2450] predictions:    9512/  10000 (95.12%), best:    9527/10000 (95.27%), error:      1708.60474, best error:      1632.93811 on epoch:    51, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 51.0594215393s, input_fired_time: 0.3916956186, output_fired_time: 0.2811523676, propagate_forward_time: 21.9797859192, propagate_backward_time: 26.4333915710, weight_update_time: 0.0937745571, other_time: 1.9733963013
epoch time: 4.8006196022s, input_fired_time: 0.0444135703, output_fired_time: 0.0000000000, propagate_forward_time: 4.3904118538, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3657941818
validation[          , genome  2450] predictions:    9522/  10000 (95.22%), best:    9527/10000 (95.27%), error:      1687.60938, best error:      1632.93811 on epoch:    51, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 51.0537147522s, input_fired_time: 0.3907591701, output_fired_time: 0.2826972008, propagate_forward_time: 21.9580268860, propagate_backward_time: 26.4513988495, weight_update_time: 0.0939320251, other_time: 1.9708347321
epoch time: 4.8040566444s, input_fired_time: 0.0446538888, output_fired_time: 0.0000000000, propagate_forward_time: 4.3951096535, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3642930984
validation[          , genome  2450] predictions:    9523/  10000 (95.23%), best:    9527/10000 (95.27%), error:      1664.57092, best error:      1632.93811 on epoch:    51, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 51.0703163147s, input_fired_time: 0.3908098042, output_fired_time: 0.2826954722, propagate_forward_time: 21.9673881531, propagate_backward_time: 26.4556522369, weight_update_time: 0.0940653011, other_time: 1.9737720490
epoch time: 4.8003349304s, input_fired_time: 0.0440063514, output_fired_time: 0.0000000000, propagate_forward_time: 4.3922228813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3641057014
validation[          , genome  2450] predictions:    9530/  10000 (95.30%), best:    9527/10000 (95.27%), error:      1635.81909, best error:      1632.93811 on epoch:    51, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 51.0357170105s, input_fired_time: 0.3909671009, output_fired_time: 0.2819807827, propagate_forward_time: 21.9611072540, propagate_backward_time: 26.4314460754, weight_update_time: 0.0940862894, other_time: 1.9702129364
epoch time: 4.8035855293s, input_fired_time: 0.0445562266, output_fired_time: 0.0000000000, propagate_forward_time: 4.3953905106, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3636388779
validation[          , genome  2450] predictions:    9532/  10000 (95.32%), best:    9527/10000 (95.27%), error:      1675.81433, best error:      1632.93811 on epoch:    51, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 50.8105163574s, input_fired_time: 0.3867077231, output_fired_time: 0.2757785022, propagate_forward_time: 21.9228610992, propagate_backward_time: 26.2722053528, weight_update_time: 0.0938414335, other_time: 1.9529628754
epoch time: 4.7838249207s, input_fired_time: 0.0437846705, output_fired_time: 0.0000000000, propagate_forward_time: 4.3827037811, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3573365211
validation[          , genome  2450] predictions:    9471/  10000 (94.71%), best:    9527/10000 (95.27%), error:      1844.78369, best error:      1632.93811 on epoch:    51, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 51.0402297974s, input_fired_time: 0.3902899027, output_fired_time: 0.2806012630, propagate_forward_time: 21.9899940491, propagate_backward_time: 26.4096927643, weight_update_time: 0.0937677547, other_time: 1.9696521759
epoch time: 4.8009157181s, input_fired_time: 0.0443380028, output_fired_time: 0.0000000000, propagate_forward_time: 4.3909277916, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3656497002
validation[          , genome  2450] predictions:    9530/  10000 (95.30%), best:    9530/10000 (95.30%), error:      1628.43652, best error:      1628.43652 on epoch:    79, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 51.0380592346s, input_fired_time: 0.3912047446, output_fired_time: 0.2820484042, propagate_forward_time: 21.9590740204, propagate_backward_time: 26.4336299896, weight_update_time: 0.0939819217, other_time: 1.9721031189
epoch time: 4.8030142784s, input_fired_time: 0.0449287109, output_fired_time: 0.0000000000, propagate_forward_time: 4.3931159973, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3649697304
validation[          , genome  2450] predictions:    9519/  10000 (95.19%), best:    9530/10000 (95.30%), error:      1692.25598, best error:      1628.43652 on epoch:    79, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 50.9816856384s, input_fired_time: 0.3924247622, output_fired_time: 0.2812407017, propagate_forward_time: 21.9546623230, propagate_backward_time: 26.3838500977, weight_update_time: 0.0938767940, other_time: 1.9695053101
epoch time: 4.7966599464s, input_fired_time: 0.0452784337, output_fired_time: 0.0000000000, propagate_forward_time: 4.3883824348, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3629989624
validation[          , genome  2450] predictions:    9475/  10000 (94.75%), best:    9530/10000 (95.30%), error:      1786.28979, best error:      1628.43652 on epoch:    79, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 50.9688110352s, input_fired_time: 0.3921031654, output_fired_time: 0.2805998027, propagate_forward_time: 21.9520988464, propagate_backward_time: 26.3754825592, weight_update_time: 0.0939861014, other_time: 1.9685268402
epoch time: 4.7963914871s, input_fired_time: 0.0445627384, output_fired_time: 0.0000000000, propagate_forward_time: 4.3879609108, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3638677597
validation[          , genome  2450] predictions:    9533/  10000 (95.33%), best:    9530/10000 (95.30%), error:      1651.60095, best error:      1628.43652 on epoch:    79, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 50.9798202515s, input_fired_time: 0.3925379217, output_fired_time: 0.2808071375, propagate_forward_time: 21.9571800232, propagate_backward_time: 26.3807010651, weight_update_time: 0.0939931571, other_time: 1.9685955048
epoch time: 4.7944736481s, input_fired_time: 0.0444797762, output_fired_time: 0.0000000000, propagate_forward_time: 4.3863897324, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3636040688
validation[          , genome  2450] predictions:    9516/  10000 (95.16%), best:    9530/10000 (95.30%), error:      1694.44836, best error:      1628.43652 on epoch:    79, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 50.8327064514s, input_fired_time: 0.3886972368, output_fired_time: 0.2743684649, propagate_forward_time: 21.9575500488, propagate_backward_time: 26.2547702789, weight_update_time: 0.0936916471, other_time: 1.9573192596
epoch time: 4.7893791199s, input_fired_time: 0.0443018004, output_fired_time: 0.0000000000, propagate_forward_time: 4.3876514435, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3574256897
validation[          , genome  2450] predictions:    9537/  10000 (95.37%), best:    9530/10000 (95.30%), error:      1650.95300, best error:      1628.43652 on epoch:    79, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 50.9830245972s, input_fired_time: 0.3926060796, output_fired_time: 0.2792523503, propagate_forward_time: 21.9573955536, propagate_backward_time: 26.3816318512, weight_update_time: 0.0939317793, other_time: 1.9721412659
epoch time: 4.8109054565s, input_fired_time: 0.0450518169, output_fired_time: 0.0000000000, propagate_forward_time: 4.4017863274, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3640670776
validation[          , genome  2450] predictions:    9523/  10000 (95.23%), best:    9530/10000 (95.30%), error:      1711.62024, best error:      1628.43652 on epoch:    79, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 51.0928192139s, input_fired_time: 0.3940216899, output_fired_time: 0.2810982168, propagate_forward_time: 22.0070915222, propagate_backward_time: 26.4404697418, weight_update_time: 0.0938644409, other_time: 1.9701404572
epoch time: 4.8078908920s, input_fired_time: 0.0449375957, output_fired_time: 0.0000000000, propagate_forward_time: 4.4000382423, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3629150391
validation[          , genome  2450] predictions:    9540/  10000 (95.40%), best:    9530/10000 (95.30%), error:      1672.82129, best error:      1628.43652 on epoch:    79, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 51.0988960266s, input_fired_time: 0.3931188285, output_fired_time: 0.2812562585, propagate_forward_time: 22.0037841797, propagate_backward_time: 26.4498329163, weight_update_time: 0.0938093141, other_time: 1.9709014893
epoch time: 4.8092851639s, input_fired_time: 0.0449312069, output_fired_time: 0.0000000000, propagate_forward_time: 4.4003448486, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3640089035
validation[          , genome  2450] predictions:    9508/  10000 (95.08%), best:    9530/10000 (95.30%), error:      1709.03271, best error:      1628.43652 on epoch:    79, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 50.9252243042s, input_fired_time: 0.3923580945, output_fired_time: 0.2802917957, propagate_forward_time: 21.9356136322, propagate_backward_time: 26.3555221558, weight_update_time: 0.0935735703, other_time: 1.9614391327
epoch time: 4.7999405861s, input_fired_time: 0.0440505259, output_fired_time: 0.0000000000, propagate_forward_time: 4.3917050362, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3641848564
validation[          , genome  2450] predictions:    9520/  10000 (95.20%), best:    9530/10000 (95.30%), error:      1663.43848, best error:      1628.43652 on epoch:    79, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 50.9825439453s, input_fired_time: 0.3928126097, output_fired_time: 0.2806507349, propagate_forward_time: 21.9635219574, propagate_backward_time: 26.3848609924, weight_update_time: 0.0937179476, other_time: 1.9606990814
epoch time: 4.7981572151s, input_fired_time: 0.0441911519, output_fired_time: 0.0000000000, propagate_forward_time: 4.3912625313, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3627033234
validation[          , genome  2450] predictions:    9513/  10000 (95.13%), best:    9530/10000 (95.30%), error:      1678.79919, best error:      1628.43652 on epoch:    79, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 50.9847793579s, input_fired_time: 0.3924071789, output_fired_time: 0.2811761796, propagate_forward_time: 21.9689159393, propagate_backward_time: 26.3805618286, weight_update_time: 0.0939831287, other_time: 1.9617176056
epoch time: 4.7979774475s, input_fired_time: 0.0446859896, output_fired_time: 0.0000000000, propagate_forward_time: 4.3904628754, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3628287315
validation[          , genome  2450] predictions:    9520/  10000 (95.20%), best:    9530/10000 (95.30%), error:      1686.81848, best error:      1628.43652 on epoch:    79, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 50.9606018066s, input_fired_time: 0.3931576908, output_fired_time: 0.2808239162, propagate_forward_time: 21.9512500763, propagate_backward_time: 26.3764839172, weight_update_time: 0.0936885327, other_time: 1.9588871002
epoch time: 4.7969655991s, input_fired_time: 0.0448228233, output_fired_time: 0.0000000000, propagate_forward_time: 4.3892912865, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3628516197
validation[          , genome  2450] predictions:    9481/  10000 (94.81%), best:    9530/10000 (95.30%), error:      1775.33374, best error:      1628.43652 on epoch:    79, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 50.9530067444s, input_fired_time: 0.3927981853, output_fired_time: 0.2806771696, propagate_forward_time: 21.9479961395, propagate_backward_time: 26.3693714142, weight_update_time: 0.0936882645, other_time: 1.9621620178
epoch time: 4.7968311310s, input_fired_time: 0.0443514623, output_fired_time: 0.0000000000, propagate_forward_time: 4.3888716698, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3636078835
validation[          , genome  2450] predictions:    9432/  10000 (94.32%), best:    9530/10000 (95.30%), error:      1897.41797, best error:      1628.43652 on epoch:    79, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 50.9376106262s, input_fired_time: 0.3922615051, output_fired_time: 0.2805817723, propagate_forward_time: 21.9429950714, propagate_backward_time: 26.3618659973, weight_update_time: 0.0936893448, other_time: 1.9599056244
epoch time: 4.7959222794s, input_fired_time: 0.0450864471, output_fired_time: 0.0000000000, propagate_forward_time: 4.3875041008, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3633317947
validation[          , genome  2450] predictions:    9530/  10000 (95.30%), best:    9530/10000 (95.30%), error:      1670.83008, best error:      1628.43652 on epoch:    79, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 50.9144020081s, input_fired_time: 0.3922353983, output_fired_time: 0.2802899182, propagate_forward_time: 21.9320068359, propagate_backward_time: 26.3508033752, weight_update_time: 0.0935522020, other_time: 1.9590682983
epoch time: 4.7929468155s, input_fired_time: 0.0446534120, output_fired_time: 0.0000000000, propagate_forward_time: 4.3859310150, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3623623848
validation[          , genome  2450] predictions:    9505/  10000 (95.05%), best:    9530/10000 (95.30%), error:      1753.02759, best error:      1628.43652 on epoch:    79, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 50.7260398865s, input_fired_time: 0.3910287023, output_fired_time: 0.2774202228, propagate_forward_time: 21.8807907104, propagate_backward_time: 26.2254428864, weight_update_time: 0.0934565589, other_time: 1.9513568878
epoch time: 4.7781171799s, input_fired_time: 0.0445611142, output_fired_time: 0.0000000000, propagate_forward_time: 4.3773527145, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3562035561
validation[          , genome  2450] predictions:    9542/  10000 (95.42%), best:    9530/10000 (95.30%), error:      1659.33594, best error:      1628.43652 on epoch:    79, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 50.7566909790s, input_fired_time: 0.3906621635, output_fired_time: 0.2758295834, propagate_forward_time: 21.8914451599, propagate_backward_time: 26.2468547821, weight_update_time: 0.0933951885, other_time: 1.9518985748
epoch time: 4.7864623070s, input_fired_time: 0.0447442085, output_fired_time: 0.0000000000, propagate_forward_time: 4.3789029121, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3628153801
validation[          , genome  2450] predictions:    9503/  10000 (95.03%), best:    9530/10000 (95.30%), error:      1715.88489, best error:      1628.43652 on epoch:    79, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 50.8464546204s, input_fired_time: 0.3920382261, output_fired_time: 0.2802264094, propagate_forward_time: 21.8910045624, propagate_backward_time: 26.3264770508, weight_update_time: 0.0934322700, other_time: 1.9567089081
epoch time: 4.7843675613s, input_fired_time: 0.0451359041, output_fired_time: 0.0000000000, propagate_forward_time: 4.3778061867, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3614253998
validation[          , genome  2450] predictions:    9536/  10000 (95.36%), best:    9530/10000 (95.30%), error:      1647.68713, best error:      1628.43652 on epoch:    79, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 50.8442420959s, input_fired_time: 0.3925735056, output_fired_time: 0.2803840339, propagate_forward_time: 21.8903903961, propagate_backward_time: 26.3223972321, weight_update_time: 0.0935423002, other_time: 1.9584960938
epoch time: 4.7844491005s, input_fired_time: 0.0445997380, output_fired_time: 0.0000000000, propagate_forward_time: 4.3776917458, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3621578217
validation[          , genome  2450] predictions:    9546/  10000 (95.46%), best:    9530/10000 (95.30%), error:      1631.89307, best error:      1628.43652 on epoch:    79, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 50.8400192261s, input_fired_time: 0.3930713534, output_fired_time: 0.2801552713, propagate_forward_time: 21.8797168732, propagate_backward_time: 26.3311157227, weight_update_time: 0.0935300216, other_time: 1.9559612274
epoch time: 4.7736344337s, input_fired_time: 0.0447935686, output_fired_time: 0.0000000000, propagate_forward_time: 4.3680539131, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3607869148
validation[          , genome  2450] predictions:    9537/  10000 (95.37%), best:    9530/10000 (95.30%), error:      1650.42407, best error:      1628.43652 on epoch:    79, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 50.8069534302s, input_fired_time: 0.3939404488, output_fired_time: 0.2808758318, propagate_forward_time: 21.8368320465, propagate_backward_time: 26.3407821655, weight_update_time: 0.0941436142, other_time: 1.9545230865
epoch time: 4.6891479492s, input_fired_time: 0.0444483310, output_fired_time: 0.0000000000, propagate_forward_time: 4.2860708237, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3586287498
validation[          , genome  2450] predictions:    9539/  10000 (95.39%), best:    9530/10000 (95.30%), error:      1660.22778, best error:      1628.43652 on epoch:    79, 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: 23.9036388397s, input_fired_time: 0.2235478014, output_fired_time: 0.0000000000, propagate_forward_time: 21.8422565460, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8378353119
best training[          , genome  2450] predictions:   48354/  50000 (96.71%), best:    9530/10000 (95.30%), error:      5805.70605, best error:      1628.43652 on epoch:    79, 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: 4.7809529305s, input_fired_time: 0.0443108156, output_fired_time: 0.0000000000, propagate_forward_time: 4.3746290207, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3620128632
   testing[          , genome  2450] predictions:    9579/  10000 (95.79%), best:    9530/10000 (95.30%), error:      1441.27502, best error:      1628.43652 on epoch:    79, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
09:18:00 (70182): called boinc_finish(0)

</stderr_txt>
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