Nameexact_genome_1542495604_186_6220_1
Workunit4096368
Created18 Nov 2018, 5:12:30 UTC
Sent18 Nov 2018, 5:36:45 UTC
Report deadline18 Feb 2019, 14:05:19 UTC
Received19 Nov 2018, 10:05:17 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID44167
Run time1 days 3 hours 16 min 4 sec
CPU time1 days 2 hours 44 min 15 sec
Validate stateValid
Credit23,088.29
Device peak FLOPS3.88 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size544.34 MB
Peak swap size564.17 MB
Peak disk usage10.05 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
072021484, weight_update_time: 0.7747538090, other_time: 20.6339111328
epoch time: 67.7006454468s, input_fired_time: 1.6492555141, output_fired_time: 0.0000000000, propagate_forward_time: 62.3444709778, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.7069206238
validation[          , genome  6220] predictions:    5876/  10000 (58.76%), best:    5953/10000 (59.53%), error:     12047.17188, best error:     11901.46680 on epoch:     0, epoch:   15/100, mu: 0.7875642776, learning_rate: 0.0001794582, weight_decay: 0.0002526699

epoch time: 884.0802612305s, input_fired_time: 20.4770069122, output_fired_time: 9.2937850952, propagate_forward_time: 310.0711975098, propagate_backward_time: 523.2132568359, weight_update_time: 0.7941219211, other_time: 21.0250244141
epoch time: 67.0271453857s, input_fired_time: 1.6299760342, output_fired_time: 0.0000000000, propagate_forward_time: 61.7416305542, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.6555404663
validation[          , genome  6220] predictions:    5800/  10000 (58.00%), best:    5953/10000 (59.53%), error:     12154.30859, best error:     11901.46680 on epoch:     0, epoch:   16/100, mu: 0.7985212803, learning_rate: 0.0001681943, weight_decay: 0.0002402509

epoch time: 908.6434326172s, input_fired_time: 21.1244716644, output_fired_time: 10.0098495483, propagate_forward_time: 316.8700256348, propagate_backward_time: 539.5439453125, weight_update_time: 0.8058570027, other_time: 21.0952148438
epoch time: 69.0339584351s, input_fired_time: 1.8508063555, output_fired_time: 0.0000000000, propagate_forward_time: 63.5145034790, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.6686477661
validation[          , genome  6220] predictions:    5920/  10000 (59.20%), best:    5953/10000 (59.53%), error:     11967.60938, best error:     11901.46680 on epoch:     0, epoch:   17/100, mu: 0.8088852167, learning_rate: 0.0001576373, weight_decay: 0.0002284423

epoch time: 904.2392578125s, input_fired_time: 20.9408340454, output_fired_time: 9.5635604858, propagate_forward_time: 316.5766906738, propagate_backward_time: 536.3234863281, weight_update_time: 0.7812951207, other_time: 20.8347167969
epoch time: 67.7135696411s, input_fired_time: 1.6860680580, output_fired_time: 0.0000000000, propagate_forward_time: 62.3874588013, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.6400451660
validation[          , genome  6220] predictions:    5856/  10000 (58.56%), best:    5953/10000 (59.53%), error:     12163.10254, best error:     11901.46680 on epoch:     0, epoch:   18/100, mu: 0.8186882138, learning_rate: 0.0001477430, weight_decay: 0.0002172141

epoch time: 932.6484985352s, input_fired_time: 22.0766296387, output_fired_time: 10.3883352280, propagate_forward_time: 324.0859069824, propagate_backward_time: 553.3872070313, weight_update_time: 0.8362817764, other_time: 22.7104492188
epoch time: 71.2149047852s, input_fired_time: 2.0209507942, output_fired_time: 0.0000000000, propagate_forward_time: 65.0513381958, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.1426162720
validation[          , genome  6220] predictions:    5403/  10000 (54.03%), best:    5953/10000 (59.53%), error:     13138.41406, best error:     11901.46680 on epoch:     0, epoch:   19/100, mu: 0.8279606104, learning_rate: 0.0001384698, weight_decay: 0.0002065378

epoch time: 958.3454589844s, input_fired_time: 22.7140922546, output_fired_time: 11.0535173416, propagate_forward_time: 330.4143981934, propagate_backward_time: 571.5573120117, weight_update_time: 0.8197334409, other_time: 22.6061401367
epoch time: 72.5853347778s, input_fired_time: 2.0110058784, output_fired_time: 0.0000000000, propagate_forward_time: 66.5509948730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.0233306885
validation[          , genome  6220] predictions:    5933/  10000 (59.33%), best:    5933/10000 (59.33%), error:     11819.12695, best error:     11819.12695 on epoch:    20, epoch:   20/100, mu: 0.8367311358, learning_rate: 0.0001297785, weight_decay: 0.0001963862

epoch time: 946.9592895508s, input_fired_time: 22.3020439148, output_fired_time: 10.8527965546, propagate_forward_time: 326.9714355469, propagate_backward_time: 564.1848754883, weight_update_time: 0.8400002718, other_time: 22.6481323242
epoch time: 67.4177322388s, input_fired_time: 1.7256910801, output_fired_time: 0.0000000000, propagate_forward_time: 61.8111495972, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.8808898926
validation[          , genome  6220] predictions:    5909/  10000 (59.09%), best:    5933/10000 (59.33%), error:     11913.46484, best error:     11819.12695 on epoch:    20, epoch:   21/100, mu: 0.8450269699, learning_rate: 0.0001216328, weight_decay: 0.0001867336

epoch time: 883.8552856445s, input_fired_time: 20.8286247253, output_fired_time: 9.4991531372, propagate_forward_time: 309.8935241699, propagate_backward_time: 521.5529785156, weight_update_time: 0.8306288123, other_time: 22.0810546875
epoch time: 67.6248779297s, input_fired_time: 1.7486909628, output_fired_time: 0.0000000000, propagate_forward_time: 61.9814758301, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.8947143555
validation[          , genome  6220] predictions:    5963/  10000 (59.63%), best:    5963/10000 (59.63%), error:     11719.53027, best error:     11719.53027 on epoch:    22, epoch:   22/100, mu: 0.8528737426, learning_rate: 0.0001139984, weight_decay: 0.0001775554

epoch time: 884.4193115234s, input_fired_time: 20.8075733185, output_fired_time: 9.4316053391, propagate_forward_time: 309.8164367676, propagate_backward_time: 522.2301025391, weight_update_time: 0.8275054097, other_time: 22.1336669922
epoch time: 67.4431152344s, input_fired_time: 1.6749222279, output_fired_time: 0.0000000000, propagate_forward_time: 61.9703674316, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.7978286743
validation[          , genome  6220] predictions:    5908/  10000 (59.08%), best:    5963/10000 (59.63%), error:     11936.45703, best error:     11719.53027 on epoch:    22, epoch:   23/100, mu: 0.8602958322, learning_rate: 0.0001068432, weight_decay: 0.0001688284

epoch time: 882.1027832031s, input_fired_time: 20.5233840942, output_fired_time: 9.2909307480, propagate_forward_time: 309.5819396973, propagate_backward_time: 520.8131713867, weight_update_time: 0.8139945269, other_time: 21.8933715820
epoch time: 66.9605178833s, input_fired_time: 1.7216922045, output_fired_time: 0.0000000000, propagate_forward_time: 61.4405021667, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.7983207703
validation[          , genome  6220] predictions:    6007/  10000 (60.07%), best:    5963/10000 (59.63%), error:     11739.23438, best error:     11719.53027 on epoch:    22, epoch:   24/100, mu: 0.8673161864, learning_rate: 0.0001001370, weight_decay: 0.0001605303

epoch time: 877.3173828125s, input_fired_time: 20.5083751678, output_fired_time: 9.2339439392, propagate_forward_time: 307.3556823730, propagate_backward_time: 518.4551391602, weight_update_time: 0.7935065031, other_time: 21.7642211914
epoch time: 66.3167037964s, input_fired_time: 1.6155309677, output_fired_time: 0.0000000000, propagate_forward_time: 61.0019035339, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.6992683411
validation[          , genome  6220] predictions:    5890/  10000 (58.90%), best:    5963/10000 (59.63%), error:     11880.28809, best error:     11719.53027 on epoch:    22, epoch:   25/100, mu: 0.8739565611, learning_rate: 0.0000938518, weight_decay: 0.0001526401

epoch time: 871.6342163086s, input_fired_time: 19.6388645172, output_fired_time: 8.6556558609, propagate_forward_time: 306.1773376465, propagate_backward_time: 516.4238891602, weight_update_time: 0.7839797735, other_time: 20.7384643555
epoch time: 66.6289215088s, input_fired_time: 1.6125537157, output_fired_time: 0.0000000000, propagate_forward_time: 61.3036422729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.7127227783
validation[          , genome  6220] predictions:    5828/  10000 (58.28%), best:    5963/10000 (59.63%), error:     12056.99902, best error:     11719.53027 on epoch:    22, epoch:   26/100, mu: 0.8802375197, learning_rate: 0.0000879611, weight_decay: 0.0001451376

epoch time: 874.9855346680s, input_fired_time: 20.2083740234, output_fired_time: 8.7903823853, propagate_forward_time: 306.7865905762, propagate_backward_time: 517.8930664063, weight_update_time: 0.7959177494, other_time: 21.3071289063
epoch time: 66.7528686523s, input_fired_time: 1.6397436857, output_fired_time: 0.0000000000, propagate_forward_time: 61.3839416504, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.7291870117
validation[          , genome  6220] predictions:    6059/  10000 (60.59%), best:    6059/10000 (60.59%), error:     11545.54004, best error:     11545.54004 on epoch:    27, epoch:   27/100, mu: 0.8861784935, learning_rate: 0.0000824401, weight_decay: 0.0001380039

epoch time: 873.7258911133s, input_fired_time: 19.7227840424, output_fired_time: 8.7002954483, propagate_forward_time: 306.8533020020, propagate_backward_time: 517.7553710938, weight_update_time: 0.7817040086, other_time: 20.6940917969
epoch time: 66.7813644409s, input_fired_time: 1.6267790794, output_fired_time: 0.0000000000, propagate_forward_time: 61.4808807373, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.6737060547
validation[          , genome  6220] predictions:    5945/  10000 (59.45%), best:    6059/10000 (60.59%), error:     11751.69141, best error:     11545.54004 on epoch:    27, epoch:   28/100, mu: 0.8917979002, learning_rate: 0.0000772657, weight_decay: 0.0001312209

epoch time: 874.6539916992s, input_fired_time: 20.1000099182, output_fired_time: 8.8913049698, propagate_forward_time: 307.3227844238, propagate_backward_time: 517.2783813477, weight_update_time: 0.7767915726, other_time: 21.0614624023
epoch time: 68.6363449097s, input_fired_time: 1.7857124805, output_fired_time: 0.0000000000, propagate_forward_time: 62.8507728577, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.9998588562
validation[          , genome  6220] predictions:    6067/  10000 (60.67%), best:    6067/10000 (60.67%), error:     11498.10840, best error:     11498.10840 on epoch:    29, epoch:   29/100, mu: 0.8971131444, learning_rate: 0.0000724160, weight_decay: 0.0001247712

epoch time: 890.9689941406s, input_fired_time: 21.0988826752, output_fired_time: 9.6082439423, propagate_forward_time: 312.3442382813, propagate_backward_time: 525.9366455078, weight_update_time: 0.8174298406, other_time: 21.9810180664
epoch time: 68.1440963745s, input_fired_time: 1.7668972015, output_fired_time: 0.0000000000, propagate_forward_time: 62.4909667969, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.8862304688
validation[          , genome  6220] predictions:    5807/  10000 (58.07%), best:    6067/10000 (60.67%), error:     11979.08594, best error:     11498.10840 on epoch:    29, epoch:   30/100, mu: 0.9021407366, learning_rate: 0.0000678707, weight_decay: 0.0001186386

epoch time: 905.4920654297s, input_fired_time: 21.1610164642, output_fired_time: 9.6200380325, propagate_forward_time: 317.1658020020, propagate_backward_time: 535.8724365234, weight_update_time: 0.7988365889, other_time: 21.6727294922
epoch time: 69.6445541382s, input_fired_time: 1.8611243963, output_fired_time: 0.0000000000, propagate_forward_time: 63.8123054504, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.9711265564
validation[          , genome  6220] predictions:    6077/  10000 (60.77%), best:    6077/10000 (60.77%), error:     11439.37207, best error:     11439.37207 on epoch:    31, epoch:   31/100, mu: 0.9068961740, learning_rate: 0.0000636107, weight_decay: 0.0001128074

epoch time: 911.3200073242s, input_fired_time: 21.5111865997, output_fired_time: 9.7946767807, propagate_forward_time: 318.5302734375, propagate_backward_time: 539.3206787109, weight_update_time: 0.8154692054, other_time: 22.1632080078
epoch time: 68.6875305176s, input_fired_time: 1.8092370033, output_fired_time: 0.0000000000, propagate_forward_time: 62.9274063110, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.9508895874
validation[          , genome  6220] predictions:    6052/  10000 (60.52%), best:    6077/10000 (60.77%), error:     11555.74902, best error:     11439.37207 on epoch:    31, epoch:   32/100, mu: 0.9113942385, learning_rate: 0.0000596181, weight_decay: 0.0001072628

epoch time: 923.2269897461s, input_fired_time: 21.4460296631, output_fired_time: 9.8385353088, propagate_forward_time: 322.4890136719, propagate_backward_time: 547.4360961914, weight_update_time: 0.8290916681, other_time: 22.0172729492
epoch time: 70.4335556030s, input_fired_time: 1.9081827402, output_fired_time: 0.0000000000, propagate_forward_time: 64.5573730469, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.9680023193
validation[          , genome  6220] predictions:    5966/  10000 (59.66%), best:    6077/10000 (60.77%), error:     11731.56348, best error:     11439.37207 on epoch:    31, epoch:   33/100, mu: 0.9156488180, learning_rate: 0.0000558761, weight_decay: 0.0001019907

epoch time: 922.0560302734s, input_fired_time: 21.8439121246, output_fired_time: 9.9779825211, propagate_forward_time: 321.3811950684, propagate_backward_time: 546.4606323242, weight_update_time: 0.8192464113, other_time: 22.3922729492
epoch time: 69.8424758911s, input_fired_time: 1.8823517561, output_fired_time: 0.0000000000, propagate_forward_time: 63.9778633118, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.9822578430
validation[          , genome  6220] predictions:    6024/  10000 (60.24%), best:    6077/10000 (60.77%), error:     11516.56250, best error:     11439.37207 on epoch:    31, epoch:   34/100, mu: 0.9196731448, learning_rate: 0.0000523690, weight_decay: 0.0000969777

epoch time: 924.5671386719s, input_fired_time: 21.8492984772, output_fired_time: 9.9257249832, propagate_forward_time: 322.2509765625, propagate_backward_time: 548.0305175781, weight_update_time: 0.8269931078, other_time: 22.5106201172
epoch time: 72.2960205078s, input_fired_time: 1.9603651762, output_fired_time: 0.0000000000, propagate_forward_time: 66.2630233765, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.0726318359
validation[          , genome  6220] predictions:    5948/  10000 (59.48%), best:    6077/10000 (60.77%), error:     11747.90430, best error:     11439.37207 on epoch:    31, epoch:   35/100, mu: 0.9234796166, learning_rate: 0.0000490820, weight_decay: 0.0000922112

epoch time: 893.4701538086s, input_fired_time: 21.1675453186, output_fired_time: 9.8146505356, propagate_forward_time: 312.6811828613, propagate_backward_time: 528.2926635742, weight_update_time: 0.7972903848, other_time: 21.5140991211
epoch time: 68.0540161133s, input_fired_time: 1.8332414627, output_fired_time: 0.0000000000, propagate_forward_time: 62.2890663147, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.9317054749
validation[          , genome  6220] predictions:    6065/  10000 (60.65%), best:    6077/10000 (60.77%), error:     11496.46777, best error:     11439.37207 on epoch:    31, epoch:   36/100, mu: 0.9270800948, learning_rate: 0.0000460013, weight_decay: 0.0000876789

epoch time: 888.4612426758s, input_fired_time: 21.5132083893, output_fired_time: 9.8764019012, propagate_forward_time: 310.9249572754, propagate_backward_time: 524.2830200195, weight_update_time: 0.8108021021, other_time: 21.8637084961
epoch time: 67.9273071289s, input_fired_time: 1.7641038895, output_fired_time: 0.0000000000, propagate_forward_time: 62.1702194214, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.9929809570
validation[          , genome  6220] predictions:    6098/  10000 (60.98%), best:    6098/10000 (60.98%), error:     11324.31836, best error:     11324.31836 on epoch:    37, epoch:   37/100, mu: 0.9304856658, learning_rate: 0.0000431140, weight_decay: 0.0000833694

epoch time: 894.3712768555s, input_fired_time: 21.8755397797, output_fired_time: 10.2829256058, propagate_forward_time: 311.8394470215, propagate_backward_time: 528.2398071289, weight_update_time: 0.8116451502, other_time: 22.1336059570
epoch time: 68.1094512939s, input_fired_time: 1.8409185410, output_fired_time: 0.0000000000, propagate_forward_time: 62.3302421570, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.9382896423
validation[          , genome  6220] predictions:    6048/  10000 (60.48%), best:    6098/10000 (60.98%), error:     11461.12109, best error:     11324.31836 on epoch:    37, epoch:   38/100, mu: 0.9337069392, learning_rate: 0.0000404079, weight_decay: 0.0000792717

epoch time: 897.2546386719s, input_fired_time: 21.6082267761, output_fired_time: 10.1240863800, propagate_forward_time: 312.6535949707, propagate_backward_time: 530.9566040039, weight_update_time: 0.8455261588, other_time: 21.9121704102
epoch time: 67.9820175171s, input_fired_time: 1.8663477898, output_fired_time: 0.0000000000, propagate_forward_time: 62.2112083435, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.9044609070
validation[          , genome  6220] predictions:    6077/  10000 (60.77%), best:    6098/10000 (60.98%), error:     11362.81348, best error:     11324.31836 on epoch:    37, epoch:   39/100, mu: 0.9367538691, learning_rate: 0.0000378716, weight_decay: 0.0000753754

epoch time: 894.5864257813s, input_fired_time: 21.2328472137, output_fired_time: 10.0787658691, propagate_forward_time: 313.5757751465, propagate_backward_time: 528.1273193359, weight_update_time: 0.8092871904, other_time: 21.5716552734
epoch time: 68.5918426514s, input_fired_time: 1.8201283216, output_fired_time: 0.0000000000, propagate_forward_time: 62.8628921509, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.9088211060
validation[          , genome  6220] predictions:    6099/  10000 (60.99%), best:    6098/10000 (60.98%), error:     11445.08398, best error:     11324.31836 on epoch:    37, epoch:   40/100, mu: 0.9396358728, learning_rate: 0.0000354946, weight_decay: 0.0000716706

epoch time: 905.6469116211s, input_fired_time: 21.7620124817, output_fired_time: 10.0609827042, propagate_forward_time: 316.3966064453, propagate_backward_time: 535.4266357422, weight_update_time: 0.8088699579, other_time: 22.0006713867
epoch time: 70.1648864746s, input_fired_time: 2.0118386745, output_fired_time: 0.0000000000, propagate_forward_time: 64.0295639038, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.1234817505
validation[          , genome  6220] predictions:    6025/  10000 (60.25%), best:    6098/10000 (60.98%), error:     11594.58496, best error:     11324.31836 on epoch:    37, epoch:   41/100, mu: 0.9423618913, learning_rate: 0.0000332667, weight_decay: 0.0000681479

epoch time: 922.1710815430s, input_fired_time: 22.1825733185, output_fired_time: 10.8838825226, propagate_forward_time: 319.4596557617, propagate_backward_time: 547.3192138672, weight_update_time: 0.8275458813, other_time: 22.3257446289
epoch time: 69.5290832520s, input_fired_time: 1.9384679794, output_fired_time: 0.0000000000, propagate_forward_time: 63.6353187561, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.9552955627
validation[          , genome  6220] predictions:    6109/  10000 (61.09%), best:    6109/10000 (61.09%), error:     11243.98340, best error:     11243.98340 on epoch:    42, epoch:   42/100, mu: 0.9449403286, learning_rate: 0.0000311787, weight_decay: 0.0000647984

epoch time: 905.6264648438s, input_fired_time: 20.8806877136, output_fired_time: 9.5995941162, propagate_forward_time: 316.1817932129, propagate_backward_time: 537.7098999023, weight_update_time: 0.7868780494, other_time: 21.2544555664
epoch time: 67.9048767090s, input_fired_time: 1.7016326189, output_fired_time: 0.0000000000, propagate_forward_time: 62.5677604675, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.6354866028
validation[          , genome  6220] predictions:    6148/  10000 (61.48%), best:    6109/10000 (61.09%), error:     11257.83789, best error:     11243.98340 on epoch:    42, epoch:   43/100, mu: 0.9473792315, learning_rate: 0.0000292217, weight_decay: 0.0000616134

epoch time: 902.9645385742s, input_fired_time: 20.7694797516, output_fired_time: 9.7511110306, propagate_forward_time: 314.9733886719, propagate_backward_time: 536.3469848633, weight_update_time: 0.7876121402, other_time: 21.1235961914
epoch time: 68.1165008545s, input_fired_time: 1.8517194986, output_fired_time: 0.0000000000, propagate_forward_time: 62.3100395203, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.9547386169
validation[          , genome  6220] predictions:    6211/  10000 (62.11%), best:    6211/10000 (62.11%), error:     11175.60938, best error:     11175.60938 on epoch:    44, epoch:   44/100, mu: 0.9496861100, learning_rate: 0.0000273876, weight_decay: 0.0000585851

epoch time: 878.5314331055s, input_fired_time: 20.7107582092, output_fired_time: 9.5349922180, propagate_forward_time: 307.6952514648, propagate_backward_time: 519.6326904297, weight_update_time: 0.8003531098, other_time: 20.9577636719
epoch time: 66.8377380371s, input_fired_time: 1.7219346762, output_fired_time: 0.0000000000, propagate_forward_time: 61.5202941895, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.5955123901
validation[          , genome  6220] predictions:    6081/  10000 (60.81%), best:    6211/10000 (62.11%), error:     11365.16113, best error:     11175.60938 on epoch:    44, epoch:   45/100, mu: 0.9518681169, learning_rate: 0.0000256686, weight_decay: 0.0000557056

epoch time: 920.0798339844s, input_fired_time: 21.5013675690, output_fired_time: 9.9675712585, propagate_forward_time: 321.9480285645, propagate_backward_time: 545.5814819336, weight_update_time: 0.7843610048, other_time: 21.0813598633
epoch time: 71.3086776733s, input_fired_time: 2.0530745983, output_fired_time: 0.0000000000, propagate_forward_time: 65.0995559692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.1560440063
validation[          , genome  6220] predictions:    6074/  10000 (60.74%), best:    6211/10000 (62.11%), error:     11331.96582, best error:     11175.60938 on epoch:    44, epoch:   46/100, mu: 0.9539320469, learning_rate: 0.0000240574, weight_decay: 0.0000529676

epoch time: 901.9456176758s, input_fired_time: 21.5625686646, output_fired_time: 10.1364746094, propagate_forward_time: 315.2585754395, propagate_backward_time: 532.8767700195, weight_update_time: 0.8208323121, other_time: 22.1112670898
epoch time: 69.4340438843s, input_fired_time: 2.0002088547, output_fired_time: 0.0000000000, propagate_forward_time: 63.2910537720, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.1427841187
validation[          , genome  6220] predictions:    6186/  10000 (61.86%), best:    6186/10000 (61.86%), error:     11163.55664, best error:     11163.55664 on epoch:    47, epoch:   47/100, mu: 0.9558842778, learning_rate: 0.0000225475, weight_decay: 0.0000503641

epoch time: 920.1968994141s, input_fired_time: 22.2656364441, output_fired_time: 10.6826190948, propagate_forward_time: 320.0600280762, propagate_backward_time: 544.7606201172, weight_update_time: 0.8260034323, other_time: 22.4279785156
epoch time: 71.3629684448s, input_fired_time: 1.9959630966, output_fired_time: 0.0000000000, propagate_forward_time: 65.4219207764, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.9450836182
validation[          , genome  6220] predictions:    6038/  10000 (60.38%), best:    6186/10000 (61.86%), error:     11395.04102, best error:     11163.55664 on epoch:    47, epoch:   48/100, mu: 0.9577308297, learning_rate: 0.0000211322, weight_decay: 0.0000478887

epoch time: 925.6907958984s, input_fired_time: 22.3859825134, output_fired_time: 10.7796077728, propagate_forward_time: 321.9077453613, propagate_backward_time: 548.3421630859, weight_update_time: 0.8272738457, other_time: 22.2752685547
epoch time: 67.7148513794s, input_fired_time: 1.7824047804, output_fired_time: 0.0000000000, propagate_forward_time: 62.0656852722, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.8667640686
validation[          , genome  6220] predictions:    6027/  10000 (60.27%), best:    6186/10000 (61.86%), error:     11393.02441, best error:     11163.55664 on epoch:    47, epoch:   49/100, mu: 0.9594774246, learning_rate: 0.0000198058, weight_decay: 0.0000455349

epoch time: 885.1989746094s, input_fired_time: 21.3347473145, output_fired_time: 9.7926502228, propagate_forward_time: 309.7468872070, propagate_backward_time: 522.3488769531, weight_update_time: 0.8094483614, other_time: 21.9758300781
epoch time: 67.6177673340s, input_fired_time: 1.7788089514, output_fired_time: 0.0000000000, propagate_forward_time: 61.9823417664, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.8566169739
validation[          , genome  6220] predictions:    6228/  10000 (62.28%), best:    6228/10000 (62.28%), error:     11073.19336, best error:     11073.19336 on epoch:    50, epoch:   50/100, mu: 0.9611294866, learning_rate: 0.0000185627, weight_decay: 0.0000432968

epoch time: 880.1560668945s, input_fired_time: 20.7710971832, output_fired_time: 9.3639631271, propagate_forward_time: 308.4686584473, propagate_backward_time: 520.3199462891, weight_update_time: 0.7924724817, other_time: 21.2324218750
epoch time: 68.7797927856s, input_fired_time: 1.8210510015, output_fired_time: 0.0000000000, propagate_forward_time: 63.1504974365, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.8082427979
validation[          , genome  6220] predictions:    6238/  10000 (62.38%), best:    6238/10000 (62.38%), error:     11009.00391, best error:     11009.00391 on epoch:    51, epoch:   51/100, mu: 0.9626921415, learning_rate: 0.0000173976, weight_decay: 0.0000411687

epoch time: 893.2194213867s, input_fired_time: 21.0396614075, output_fired_time: 9.7973613739, propagate_forward_time: 311.8300781250, propagate_backward_time: 529.5410156250, weight_update_time: 0.8155181408, other_time: 21.0112915039
epoch time: 67.8721008301s, input_fired_time: 1.8459811211, output_fired_time: 0.0000000000, propagate_forward_time: 62.2057685852, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.8203544617
validation[          , genome  6220] predictions:    6225/  10000 (62.25%), best:    6238/10000 (62.38%), error:     11069.34180, best error:     11009.00391 on epoch:    51, epoch:   52/100, mu: 0.9641702175, learning_rate: 0.0000163056, weight_decay: 0.0000391452

epoch time: 884.4599609375s, input_fired_time: 20.9546661377, output_fired_time: 9.4506597519, propagate_forward_time: 309.7494201660, propagate_backward_time: 523.1311035156, weight_update_time: 0.7903884053, other_time: 21.1740722656
epoch time: 67.4346313477s, input_fired_time: 1.7493754625, output_fired_time: 0.0000000000, propagate_forward_time: 61.8775062561, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.8077507019
validation[          , genome  6220] predictions:    6103/  10000 (61.03%), best:    6238/10000 (62.38%), error:     11340.74609, best error:     11009.00391 on epoch:    51, epoch:   53/100, mu: 0.9655683041, learning_rate: 0.0000152822, weight_decay: 0.0000372212

epoch time: 882.0661010742s, input_fired_time: 21.2013549805, output_fired_time: 9.6132240295, propagate_forward_time: 309.1434936523, propagate_backward_time: 520.4425048828, weight_update_time: 0.8053427339, other_time: 21.6655273438
epoch time: 67.6706161499s, input_fired_time: 1.8079351187, output_fired_time: 0.0000000000, propagate_forward_time: 61.9703826904, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.8922958374
validation[          , genome  6220] predictions:    6186/  10000 (61.86%), best:    6238/10000 (62.38%), error:     11106.14746, best error:     11009.00391 on epoch:    51, epoch:   54/100, mu: 0.9668906927, learning_rate: 0.0000143230, weight_decay: 0.0000353917

epoch time: 897.2702636719s, input_fired_time: 21.7231483459, output_fired_time: 9.9581689835, propagate_forward_time: 313.0035705566, propagate_backward_time: 530.9262084961, weight_update_time: 0.8117102385, other_time: 21.6591186523
epoch time: 68.7414245605s, input_fired_time: 1.9577620029, output_fired_time: 0.0000000000, propagate_forward_time: 62.7146720886, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.0689888000
validation[          , genome  6220] predictions:    6231/  10000 (62.31%), best:    6238/10000 (62.38%), error:     11146.36133, best error:     11009.00391 on epoch:    51, epoch:   55/100, mu: 0.9681414962, learning_rate: 0.0000134240, weight_decay: 0.0000336522

epoch time: 893.5557861328s, input_fired_time: 21.5447273254, output_fired_time: 9.8884048462, propagate_forward_time: 312.3333129883, propagate_backward_time: 528.2175292969, weight_update_time: 0.7907286882, other_time: 21.5717773438
epoch time: 67.3625335693s, input_fired_time: 1.7397497892, output_fired_time: 0.0000000000, propagate_forward_time: 61.7917861938, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.8310012817
validation[          , genome  6220] predictions:    6194/  10000 (61.94%), best:    6238/10000 (62.38%), error:     11133.02734, best error:     11009.00391 on epoch:    51, epoch:   56/100, mu: 0.9693245888, learning_rate: 0.0000125814, weight_decay: 0.0000319982

epoch time: 887.2521362305s, input_fired_time: 21.1261177063, output_fired_time: 9.4865369797, propagate_forward_time: 310.9201354980, propagate_backward_time: 524.1804199219, weight_update_time: 0.8036851287, other_time: 21.5389404297
epoch time: 66.5997848511s, input_fired_time: 1.6226619482, output_fired_time: 0.0000000000, propagate_forward_time: 61.3452987671, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.6318206787
validation[          , genome  6220] predictions:    6142/  10000 (61.42%), best:    6238/10000 (62.38%), error:     11302.68457, best error:     11009.00391 on epoch:    51, epoch:   57/100, mu: 0.9704436660, learning_rate: 0.0000117917, weight_decay: 0.0000304254

epoch time: 878.9424438477s, input_fired_time: 20.4929351807, output_fired_time: 9.2568655014, propagate_forward_time: 307.7076416016, propagate_backward_time: 520.8938598633, weight_update_time: 0.7811183929, other_time: 20.5911865234
epoch time: 69.5672836304s, input_fired_time: 1.6969828606, output_fired_time: 0.0000000000, propagate_forward_time: 64.2772293091, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.5930709839
validation[          , genome  6220] predictions:    6099/  10000 (60.99%), best:    6238/10000 (62.38%), error:     11308.69336, best error:     11009.00391 on epoch:    51, epoch:   58/100, mu: 0.9715021849, learning_rate: 0.0000110516, weight_decay: 0.0000289300

epoch time: 875.0904541016s, input_fired_time: 20.6388607025, output_fired_time: 9.2061548233, propagate_forward_time: 306.8977661133, propagate_backward_time: 517.2791748047, weight_update_time: 0.7866823673, other_time: 21.0684814453
epoch time: 68.3705978394s, input_fired_time: 1.9615874290, output_fired_time: 0.0000000000, propagate_forward_time: 62.2721595764, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.1368522644
validation[          , genome  6220] predictions:    6255/  10000 (62.55%), best:    6255/10000 (62.55%), error:     10939.92773, best error:     10939.92773 on epoch:    59, epoch:   59/100, mu: 0.9725034237, learning_rate: 0.0000103579, weight_decay: 0.0000275080

epoch time: 884.6703491211s, input_fired_time: 21.4461555481, output_fired_time: 9.7036933899, propagate_forward_time: 309.4322509766, propagate_backward_time: 522.3294067383, weight_update_time: 0.8065653443, other_time: 21.7588500977
epoch time: 67.3151168823s, input_fired_time: 1.7549710274, output_fired_time: 0.0000000000, propagate_forward_time: 61.7317962646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.8283462524
validation[          , genome  6220] predictions:    6216/  10000 (62.16%), best:    6255/10000 (62.55%), error:     11120.82031, best error:     10939.92773 on epoch:    59, epoch:   60/100, mu: 0.9734504223, learning_rate: 0.0000097078, weight_decay: 0.0000261560

epoch time: 892.0545654297s, input_fired_time: 22.0332431793, output_fired_time: 10.1229648590, propagate_forward_time: 311.4075317383, propagate_backward_time: 525.8815917969, weight_update_time: 0.8455152512, other_time: 22.6091918945
epoch time: 67.8354644775s, input_fired_time: 1.8726592064, output_fired_time: 0.0000000000, propagate_forward_time: 61.9768333435, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.9859733582
validation[          , genome  6220] predictions:    6244/  10000 (62.44%), best:    6255/10000 (62.55%), error:     11014.78516, best error:     10939.92773 on epoch:    59, epoch:   61/100, mu: 0.9743461609, learning_rate: 0.0000090985, weight_decay: 0.0000248704

epoch time: 894.2611694336s, input_fired_time: 21.6522827148, output_fired_time: 9.9817304611, propagate_forward_time: 311.5479431152, propagate_backward_time: 528.8846435547, weight_update_time: 0.8067318201, other_time: 22.1945800781
epoch time: 67.7314300537s, input_fired_time: 1.7465687990, output_fired_time: 0.0000000000, propagate_forward_time: 62.0994949341, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.8853683472
validation[          , genome  6220] predictions:    6237/  10000 (62.37%), best:    6255/10000 (62.55%), error:     11079.37598, best error:     10939.92773 on epoch:    59, epoch:   62/100, mu: 0.9751934409, learning_rate: 0.0000085274, weight_decay: 0.0000236480

epoch time: 889.3057861328s, input_fired_time: 21.3976078033, output_fired_time: 9.6570682526, propagate_forward_time: 311.1981506348, propagate_backward_time: 525.4343872070, weight_update_time: 0.8076321483, other_time: 21.6185913086
epoch time: 66.4555358887s, input_fired_time: 1.6232929230, output_fired_time: 0.0000000000, propagate_forward_time: 61.1962776184, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.6359672546
validation[          , genome  6220] predictions:    6290/  10000 (62.90%), best:    6255/10000 (62.55%), error:     10942.85156, best error:     10939.92773 on epoch:    59, epoch:   63/100, mu: 0.9759948850, learning_rate: 0.0000079922, weight_decay: 0.0000224857

epoch time: 879.3153076172s, input_fired_time: 20.6544036865, output_fired_time: 9.1793241501, propagate_forward_time: 308.4045104980, propagate_backward_time: 520.2932128906, weight_update_time: 0.7753946781, other_time: 20.7838134766
epoch time: 69.2386474609s, input_fired_time: 1.7757687569, output_fired_time: 0.0000000000, propagate_forward_time: 63.6435203552, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.8193550110
validation[          , genome  6220] predictions:    6232/  10000 (62.32%), best:    6255/10000 (62.55%), error:     10996.07422, best error:     10939.92773 on epoch:    59, epoch:   64/100, mu: 0.9767529368, learning_rate: 0.0000074905, weight_decay: 0.0000213805

epoch time: 907.0162963867s, input_fired_time: 21.6329860687, output_fired_time: 9.8993558884, propagate_forward_time: 316.6937255859, propagate_backward_time: 537.3003540039, weight_update_time: 0.7916303873, other_time: 21.4898681641
epoch time: 68.4170608521s, input_fired_time: 1.7994076014, output_fired_time: 0.0000000000, propagate_forward_time: 62.7865943909, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.8310585022
validation[          , genome  6220] predictions:    6146/  10000 (61.46%), best:    6255/10000 (62.55%), error:     11201.63086, best error:     10939.92773 on epoch:    59, epoch:   65/100, mu: 0.9774699211, learning_rate: 0.0000070204, weight_decay: 0.0000203296

epoch time: 903.7891235352s, input_fired_time: 21.7655601501, output_fired_time: 10.1400871277, propagate_forward_time: 315.6641540527, propagate_backward_time: 534.1527099609, weight_update_time: 0.8189926147, other_time: 22.0666503906
epoch time: 68.7761001587s, input_fired_time: 1.8549257517, output_fired_time: 0.0000000000, propagate_forward_time: 63.0530319214, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.8681411743
validation[          , genome  6220] predictions:    6271/  10000 (62.71%), best:    6255/10000 (62.55%), error:     10950.28418, best error:     10939.92773 on epoch:    59, epoch:   66/100, mu: 0.9781481028, learning_rate: 0.0000065797, weight_decay: 0.0000193304

epoch time: 903.1624145508s, input_fired_time: 21.6901035309, output_fired_time: 9.9886283875, propagate_forward_time: 314.9794311523, propagate_backward_time: 534.5467529297, weight_update_time: 0.8052604198, other_time: 21.9574584961
epoch time: 68.6257247925s, input_fired_time: 1.8149485588, output_fired_time: 0.0000000000, propagate_forward_time: 62.9662971497, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.8444786072
validation[          , genome  6220] predictions:    6273/  10000 (62.73%), best:    6273/10000 (62.73%), error:     10918.51270, best error:     10918.51270 on epoch:    67, epoch:   67/100, mu: 0.9787895679, learning_rate: 0.0000061668, weight_decay: 0.0000183803

epoch time: 963.7256469727s, input_fired_time: 23.2827491760, output_fired_time: 11.2379503250, propagate_forward_time: 332.3044128418, propagate_backward_time: 574.2796630859, weight_update_time: 0.8217007518, other_time: 22.6208496094
epoch time: 72.6816787720s, input_fired_time: 2.1269822121, output_fired_time: 0.0000000000, propagate_forward_time: 66.4261627197, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.1285324097
validation[          , genome  6220] predictions:    6241/  10000 (62.41%), best:    6273/10000 (62.73%), error:     11031.56543, best error:     10918.51270 on epoch:    67, epoch:   68/100, mu: 0.9793963432, learning_rate: 0.0000057797, weight_decay: 0.0000174768

epoch time: 913.7006225586s, input_fired_time: 21.9217605591, output_fired_time: 10.1755104065, propagate_forward_time: 318.5659790039, propagate_backward_time: 541.0557861328, weight_update_time: 0.8154903054, other_time: 21.9815673828
epoch time: 69.0391464233s, input_fired_time: 1.9741759300, output_fired_time: 0.0000000000, propagate_forward_time: 62.9214210510, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.1435508728
validation[          , genome  6220] predictions:    6259/  10000 (62.59%), best:    6273/10000 (62.73%), error:     10947.30371, best error:     10918.51270 on epoch:    67, epoch:   69/100, mu: 0.9799702764, learning_rate: 0.0000054169, weight_decay: 0.0000166178

epoch time: 892.2196044922s, input_fired_time: 20.8873672485, output_fired_time: 9.3878002167, propagate_forward_time: 311.7576904297, propagate_backward_time: 528.8415527344, weight_update_time: 0.8022367954, other_time: 21.3451538086
epoch time: 68.7161636353s, input_fired_time: 1.9048972130, output_fired_time: 0.0000000000, propagate_forward_time: 62.8498611450, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.9614028931
validation[          , genome  6220] predictions:    6250/  10000 (62.50%), best:    6273/10000 (62.73%), error:     11052.26855, best error:     10918.51270 on epoch:    67, epoch:   70/100, mu: 0.9805131555, learning_rate: 0.0000050769, weight_decay: 0.0000158010

epoch time: 905.2971801758s, input_fired_time: 21.1465854645, output_fired_time: 9.8407764435, propagate_forward_time: 315.5178222656, propagate_backward_time: 537.7723999023, weight_update_time: 0.7820864916, other_time: 21.0195922852
epoch time: 69.3748779297s, input_fired_time: 1.8459743261, output_fired_time: 0.0000000000, propagate_forward_time: 63.7465553284, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.7823448181
validation[          , genome  6220] predictions:    6261/  10000 (62.61%), best:    6273/10000 (62.73%), error:     10951.95117, best error:     10918.51270 on epoch:    67, epoch:   71/100, mu: 0.9810266495, learning_rate: 0.0000047583, weight_decay: 0.0000150244

epoch time: 915.8998413086s, input_fired_time: 21.7772846222, output_fired_time: 10.2675781250, propagate_forward_time: 318.3306884766, propagate_backward_time: 543.7087402344, weight_update_time: 0.8325155973, other_time: 21.8155517578
epoch time: 69.0819625854s, input_fired_time: 1.9039407969, output_fired_time: 0.0000000000, propagate_forward_time: 63.2376708984, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.9403533936
validation[          , genome  6220] predictions:    6316/  10000 (63.16%), best:    6316/10000 (63.16%), error:     10897.73633, best error:     10897.73633 on epoch:    72, epoch:   72/100, mu: 0.9815123677, learning_rate: 0.0000044596, weight_decay: 0.0000142859

epoch time: 907.1754760742s, input_fired_time: 21.9811744690, output_fired_time: 10.1419963837, propagate_forward_time: 317.0544738770, propagate_backward_time: 535.7366943359, weight_update_time: 0.8258444071, other_time: 22.2611083984
epoch time: 69.6038360596s, input_fired_time: 1.9264298677, output_fired_time: 0.0000000000, propagate_forward_time: 63.6153411865, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.0620651245
validation[          , genome  6220] predictions:    6177/  10000 (61.77%), best:    6316/10000 (63.16%), error:     11053.02539, best error:     10897.73633 on epoch:    72, epoch:   73/100, mu: 0.9819717407, learning_rate: 0.0000041797, weight_decay: 0.0000135838

epoch time: 910.7612915039s, input_fired_time: 22.1122570038, output_fired_time: 10.1412763596, propagate_forward_time: 317.8063964844, propagate_backward_time: 538.1679687500, weight_update_time: 0.8294147849, other_time: 22.5333862305
epoch time: 68.6935119629s, input_fired_time: 1.8170650005, output_fired_time: 0.0000000000, propagate_forward_time: 63.0438842773, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.8325653076
validation[          , genome  6220] predictions:    6232/  10000 (62.32%), best:    6316/10000 (63.16%), error:     11006.11523, best error:     10897.73633 on epoch:    72, epoch:   74/100, mu: 0.9824062586, learning_rate: 0.0000039173, weight_decay: 0.0000129161

epoch time: 905.8879394531s, input_fired_time: 21.9599647522, output_fired_time: 10.1469659805, propagate_forward_time: 315.6973571777, propagate_backward_time: 535.7473144531, weight_update_time: 0.8334100246, other_time: 22.3363037109
epoch time: 68.2042541504s, input_fired_time: 1.7962588072, output_fired_time: 0.0000000000, propagate_forward_time: 62.5530967712, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.8549003601
validation[          , genome  6220] predictions:    6308/  10000 (63.08%), best:    6308/10000 (63.08%), error:     10837.02051, best error:     10837.02051 on epoch:    75, epoch:   75/100, mu: 0.9828172922, learning_rate: 0.0000036715, weight_decay: 0.0000122813

epoch time: 919.3458862305s, input_fired_time: 22.3886241913, output_fired_time: 10.3989858627, propagate_forward_time: 319.1476745605, propagate_backward_time: 545.5491333008, weight_update_time: 0.8045343757, other_time: 21.8615112305
epoch time: 69.6311264038s, input_fired_time: 1.9163504839, output_fired_time: 0.0000000000, propagate_forward_time: 63.9417076111, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.7730674744
validation[          , genome  6220] predictions:    6293/  10000 (62.93%), best:    6308/10000 (63.08%), error:     10894.71973, best error:     10837.02051 on epoch:    75, epoch:   76/100, mu: 0.9832060337, learning_rate: 0.0000034410, weight_decay: 0.0000116776

epoch time: 921.0007324219s, input_fired_time: 21.6349697113, output_fired_time: 10.2103557587, propagate_forward_time: 319.2270812988, propagate_backward_time: 548.5049438477, weight_update_time: 0.8128988147, other_time: 21.4234008789
epoch time: 70.4142990112s, input_fired_time: 1.9935497046, output_fired_time: 0.0000000000, propagate_forward_time: 64.5282745361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.8924713135
validation[          , genome  6220] predictions:    6257/  10000 (62.57%), best:    6308/10000 (63.08%), error:     10904.51758, best error:     10837.02051 on epoch:    75, epoch:   77/100, mu: 0.9835737348, learning_rate: 0.0000032250, weight_decay: 0.0000111037

epoch time: 908.9813842773s, input_fired_time: 21.4168815613, output_fired_time: 9.8522939682, propagate_forward_time: 315.7907714844, propagate_backward_time: 540.4412231445, weight_update_time: 0.8042228222, other_time: 21.4802246094
epoch time: 68.1692657471s, input_fired_time: 1.7859379053, output_fired_time: 0.0000000000, propagate_forward_time: 62.4615478516, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.9217834473
validation[          , genome  6220] predictions:    6243/  10000 (62.43%), best:    6308/10000 (63.08%), error:     10987.83789, best error:     10837.02051 on epoch:    75, epoch:   78/100, mu: 0.9839215875, learning_rate: 0.0000030226, weight_decay: 0.0000105579

epoch time: 895.4485473633s, input_fired_time: 21.1724243164, output_fired_time: 9.4681835175, propagate_forward_time: 313.0485229492, propagate_backward_time: 530.2388305664, weight_update_time: 0.8167290092, other_time: 21.5205688477
epoch time: 68.2090682983s, input_fired_time: 1.7782564163, output_fired_time: 0.0000000000, propagate_forward_time: 62.5224876404, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.9083213806
validation[          , genome  6220] predictions:    6264/  10000 (62.64%), best:    6264/10000 (62.64%), error:     10823.77148, best error:     10823.77148 on epoch:    79, epoch:   79/100, mu: 0.9842506051, learning_rate: 0.0000028329, weight_decay: 0.0000100390

epoch time: 888.8775634766s, input_fired_time: 21.0716209412, output_fired_time: 9.4099874496, propagate_forward_time: 311.4226074219, propagate_backward_time: 525.5338745117, weight_update_time: 0.7996585369, other_time: 21.4395141602
epoch time: 68.1171112061s, input_fired_time: 1.8031346798, output_fired_time: 0.0000000000, propagate_forward_time: 62.4923667908, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.8216133118
validation[          , genome  6220] predictions:    6297/  10000 (62.97%), best:    6264/10000 (62.64%), error:     10857.77148, best error:     10823.77148 on epoch:    79, epoch:   80/100, mu: 0.9845618010, learning_rate: 0.0000026551, weight_decay: 0.0000095455

epoch time: 910.9965209961s, input_fired_time: 19.7356071472, output_fired_time: 8.7819070816, propagate_forward_time: 318.7558898926, propagate_backward_time: 544.6276245117, weight_update_time: 0.7438189983, other_time: 19.0955200195
epoch time: 67.4412231445s, input_fired_time: 1.7758827209, output_fired_time: 0.0000000000, propagate_forward_time: 61.7802047729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.8851394653
validation[          , genome  6220] predictions:    6336/  10000 (63.36%), best:    6336/10000 (63.36%), error:     10781.22168, best error:     10781.22168 on epoch:    81, epoch:   81/100, mu: 0.9848561287, learning_rate: 0.0000024884, weight_decay: 0.0000090764

epoch time: 878.4689941406s, input_fired_time: 21.1506938934, output_fired_time: 9.6045150757, propagate_forward_time: 307.6631469727, propagate_backward_time: 518.3496093750, weight_update_time: 0.8030003905, other_time: 21.7010498047
epoch time: 66.6280822754s, input_fired_time: 1.6397724152, output_fired_time: 0.0000000000, propagate_forward_time: 61.4286460876, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.5596656799
validation[          , genome  6220] predictions:    6324/  10000 (63.24%), best:    6336/10000 (63.36%), error:     10856.17480, best error:     10781.22168 on epoch:    81, epoch:   82/100, mu: 0.9851345420, learning_rate: 0.0000023323, weight_decay: 0.0000086303

epoch time: 870.5250854492s, input_fired_time: 20.4833641052, output_fired_time: 9.0835494995, propagate_forward_time: 305.6224365234, propagate_backward_time: 514.6753540039, weight_update_time: 0.7823663950, other_time: 20.6604003906
epoch time: 66.4376220703s, input_fired_time: 1.6790084839, output_fired_time: 0.0000000000, propagate_forward_time: 61.0621490479, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.6964645386
validation[          , genome  6220] predictions:    6336/  10000 (63.36%), best:    6336/10000 (63.36%), error:     10797.04590, best error:     10781.22168 on epoch:    81, epoch:   83/100, mu: 0.9853978753, learning_rate: 0.0000021859, weight_decay: 0.0000082061

epoch time: 875.5947265625s, input_fired_time: 20.8928756714, output_fired_time: 9.3988704681, propagate_forward_time: 306.9759216309, propagate_backward_time: 516.9686279297, weight_update_time: 0.8075034022, other_time: 21.3583984375
epoch time: 67.4461593628s, input_fired_time: 1.8158109188, output_fired_time: 0.0000000000, propagate_forward_time: 61.7095489502, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.9207992554
validation[          , genome  6220] predictions:    6338/  10000 (63.38%), best:    6336/10000 (63.36%), error:     10824.86719, best error:     10781.22168 on epoch:    81, epoch:   84/100, mu: 0.9856469631, learning_rate: 0.0000020487, weight_decay: 0.0000078027

epoch time: 877.1044311523s, input_fired_time: 21.6243019104, output_fired_time: 10.0374879837, propagate_forward_time: 306.2705078125, propagate_backward_time: 517.3040771484, weight_update_time: 0.8088530898, other_time: 21.8680419922
epoch time: 67.2827682495s, input_fired_time: 1.9254947901, output_fired_time: 0.0000000000, propagate_forward_time: 61.3284149170, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.0288619995
validation[          , genome  6220] predictions:    6323/  10000 (63.23%), best:    6336/10000 (63.36%), error:     10867.69043, best error:     10781.22168 on epoch:    81, epoch:   85/100, mu: 0.9858825803, learning_rate: 0.0000019201, weight_decay: 0.0000074192

epoch time: 877.6101684570s, input_fired_time: 21.6837024689, output_fired_time: 10.1756172180, propagate_forward_time: 306.5477294922, propagate_backward_time: 517.1622924805, weight_update_time: 0.8206758499, other_time: 22.0408325195
epoch time: 67.0763168335s, input_fired_time: 1.8717821836, output_fired_time: 0.0000000000, propagate_forward_time: 61.2860679626, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.9184684753
validation[          , genome  6220] predictions:    6293/  10000 (62.93%), best:    6336/10000 (63.36%), error:     10865.11328, best error:     10781.22168 on epoch:    81, epoch:   86/100, mu: 0.9861054420, learning_rate: 0.0000017996, weight_decay: 0.0000070546

epoch time: 878.9335327148s, input_fired_time: 21.5239849091, output_fired_time: 9.8725452423, propagate_forward_time: 307.3375854492, propagate_backward_time: 518.5085449219, weight_update_time: 0.8065359592, other_time: 21.6908569336
epoch time: 69.0531692505s, input_fired_time: 1.8532927036, output_fired_time: 0.0000000000, propagate_forward_time: 63.3227310181, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.8771438599
validation[          , genome  6220] predictions:    6241/  10000 (62.41%), best:    6336/10000 (63.36%), error:     10917.54980, best error:     10781.22168 on epoch:    81, epoch:   87/100, mu: 0.9863162637, learning_rate: 0.0000016866, weight_decay: 0.0000067078

epoch time: 912.6411743164s, input_fired_time: 21.8963279724, output_fired_time: 10.1061992645, propagate_forward_time: 317.6981506348, propagate_backward_time: 541.1623535156, weight_update_time: 0.8161676526, other_time: 21.7781982422
epoch time: 70.1138610840s, input_fired_time: 1.8599529266, output_fired_time: 0.0000000000, propagate_forward_time: 64.4650650024, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.7888412476
validation[          , genome  6220] predictions:    6296/  10000 (62.96%), best:    6336/10000 (63.36%), error:     10819.41699, best error:     10781.22168 on epoch:    81, epoch:   88/100, mu: 0.9865156412, learning_rate: 0.0000015807, weight_decay: 0.0000063781

epoch time: 930.0359497070s, input_fired_time: 21.6738967896, output_fired_time: 9.9435720444, propagate_forward_time: 323.3240051270, propagate_backward_time: 553.9194335938, weight_update_time: 0.8012231588, other_time: 21.1750488281
epoch time: 70.7853546143s, input_fired_time: 2.0075378418, output_fired_time: 0.0000000000, propagate_forward_time: 64.8226394653, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.9551773071
validation[          , genome  6220] predictions:    6336/  10000 (63.36%), best:    6336/10000 (63.36%), error:     10821.51855, best error:     10781.22168 on epoch:    81, epoch:   89/100, mu: 0.9867042303, learning_rate: 0.0000014815, weight_decay: 0.0000060646

epoch time: 927.5968627930s, input_fired_time: 22.3310661316, output_fired_time: 10.3197736740, propagate_forward_time: 322.1144409180, propagate_backward_time: 550.4501953125, weight_update_time: 0.8271274567, other_time: 22.3814086914
epoch time: 71.9098358154s, input_fired_time: 2.2594361305, output_fired_time: 0.0000000000, propagate_forward_time: 65.2815322876, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.3688659668
validation[          , genome  6220] predictions:    6348/  10000 (63.48%), best:    6348/10000 (63.48%), error:     10775.29297, best error:     10775.29297 on epoch:    90, epoch:   90/100, mu: 0.9868826270, learning_rate: 0.0000013885, weight_decay: 0.0000057665

epoch time: 971.4888916016s, input_fired_time: 24.3383941650, output_fired_time: 11.5840578079, propagate_forward_time: 334.3849792480, propagate_backward_time: 576.6512451172, weight_update_time: 0.8843575120, other_time: 24.5302734375
epoch time: 74.5335388184s, input_fired_time: 2.3562784195, output_fired_time: 0.0000000000, propagate_forward_time: 67.6493377686, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.5279235840
validation[          , genome  6220] predictions:    6351/  10000 (63.51%), best:    6348/10000 (63.48%), error:     10802.71289, best error:     10775.29297 on epoch:    90, epoch:   91/100, mu: 0.9870513678, learning_rate: 0.0000013014, weight_decay: 0.0000054831

epoch time: 988.1597290039s, input_fired_time: 24.7085170746, output_fired_time: 12.1619958878, propagate_forward_time: 339.2309875488, propagate_backward_time: 587.6066894531, weight_update_time: 0.8628185987, other_time: 24.4515380859
epoch time: 74.2000045776s, input_fired_time: 2.2154548168, output_fired_time: 0.0000000000, propagate_forward_time: 67.6378936768, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.3466567993
validation[          , genome  6220] predictions:    6327/  10000 (63.27%), best:    6348/10000 (63.48%), error:     10872.34180, best error:     10775.29297 on epoch:    90, epoch:   92/100, mu: 0.9872109890, learning_rate: 0.0000012197, weight_decay: 0.0000052136

epoch time: 986.9739990234s, input_fired_time: 24.5916881561, output_fired_time: 12.3667793274, propagate_forward_time: 337.3575134277, propagate_backward_time: 587.5971069336, weight_update_time: 0.8997578025, other_time: 25.0609741211
epoch time: 75.2593536377s, input_fired_time: 2.0501673222, output_fired_time: 0.0000000000, propagate_forward_time: 69.4851760864, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.7240066528
validation[          , genome  6220] predictions:    6286/  10000 (62.86%), best:    6348/10000 (63.48%), error:     10840.47949, best error:     10775.29297 on epoch:    90, epoch:   93/100, mu: 0.9873619676, learning_rate: 0.0000011431, weight_decay: 0.0000049574

epoch time: 886.0064086914s, input_fired_time: 20.3274536133, output_fired_time: 8.8402080536, propagate_forward_time: 310.0417785645, propagate_backward_time: 526.2437744141, weight_update_time: 0.7859110832, other_time: 20.5532226563
epoch time: 68.9446640015s, input_fired_time: 1.8610628843, output_fired_time: 0.0000000000, propagate_forward_time: 63.2656288147, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.8179740906
validation[          , genome  6220] predictions:    6317/  10000 (63.17%), best:    6348/10000 (63.48%), error:     10788.37109, best error:     10775.29297 on epoch:    90, epoch:   94/100, mu: 0.9875047803, learning_rate: 0.0000010714, weight_decay: 0.0000047137

epoch time: 892.5956420898s, input_fired_time: 20.7372226715, output_fired_time: 9.0190124512, propagate_forward_time: 312.4716186523, propagate_backward_time: 529.7634277344, weight_update_time: 0.7642071843, other_time: 20.6043090820
epoch time: 66.6973495483s, input_fired_time: 1.6403559446, output_fired_time: 0.0000000000, propagate_forward_time: 61.4522285461, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.6047630310
validation[          , genome  6220] predictions:    6321/  10000 (63.21%), best:    6348/10000 (63.48%), error:     10819.85645, best error:     10775.29297 on epoch:    90, epoch:   95/100, mu: 0.9876398444, learning_rate: 0.0000010042, weight_decay: 0.0000044820

epoch time: 896.1875610352s, input_fired_time: 16.8000583649, output_fired_time: 6.5663194656, propagate_forward_time: 319.2133789063, propagate_backward_time: 540.9152221680, weight_update_time: 0.5862380862, other_time: 12.6925659180
epoch time: 62.6454582214s, input_fired_time: 0.9859974980, output_fired_time: 0.0000000000, propagate_forward_time: 59.8709907532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7884712219
validation[          , genome  6220] predictions:    6345/  10000 (63.45%), best:    6345/10000 (63.45%), error:     10759.86523, best error:     10759.86523 on epoch:    96, epoch:   96/100, mu: 0.9877675772, learning_rate: 0.0000009411, weight_decay: 0.0000042617

epoch time: 900.2729492188s, input_fired_time: 17.4156322479, output_fired_time: 6.9487280846, propagate_forward_time: 318.9481811523, propagate_backward_time: 543.0971679688, weight_update_time: 0.6067594886, other_time: 13.8632202148
epoch time: 61.0610351563s, input_fired_time: 0.8874039054, output_fired_time: 0.0000000000, propagate_forward_time: 58.6596450806, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5139846802
validation[          , genome  6220] predictions:    6374/  10000 (63.74%), best:    6374/10000 (63.74%), error:     10755.55664, best error:     10755.55664 on epoch:    97, epoch:   97/100, mu: 0.9878883958, learning_rate: 0.0000008821, weight_decay: 0.0000040523

epoch time: 840.1291503906s, input_fired_time: 15.0923433304, output_fired_time: 5.2244482040, propagate_forward_time: 307.8895263672, propagate_backward_time: 502.1038513184, weight_update_time: 0.5092454553, other_time: 9.8190002441
epoch time: 60.2263984680s, input_fired_time: 0.8847624660, output_fired_time: 0.0000000000, propagate_forward_time: 57.8556137085, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4860229492
validation[          , genome  6220] predictions:    6361/  10000 (63.61%), best:    6374/10000 (63.74%), error:     10772.73730, best error:     10755.55664 on epoch:    97, epoch:   98/100, mu: 0.9880027175, learning_rate: 0.0000008267, weight_decay: 0.0000038531

epoch time: 847.3892822266s, input_fired_time: 14.7659006119, output_fired_time: 5.1495895386, propagate_forward_time: 297.8727416992, propagate_backward_time: 519.8723144531, weight_update_time: 0.4923624992, other_time: 9.7286987305
epoch time: 61.9534187317s, input_fired_time: 0.9374711514, output_fired_time: 0.0000000000, propagate_forward_time: 59.4710044861, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5449447632
validation[          , genome  6220] predictions:    6343/  10000 (63.43%), best:    6343/10000 (63.43%), error:     10751.47656, best error:     10751.47656 on epoch:    99, epoch:   99/100, mu: 0.9881108403, learning_rate: 0.0000007748, weight_decay: 0.0000036637

epoch time: 823.7604370117s, input_fired_time: 14.6504535675, output_fired_time: 5.2164263725, propagate_forward_time: 294.6882019043, propagate_backward_time: 499.5484619141, weight_update_time: 0.4993577898, other_time: 9.6568908691
epoch time: 72.8443832397s, input_fired_time: 0.8976500034, output_fired_time: 0.0000000000, propagate_forward_time: 70.4121322632, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5345993042
validation[          , genome  6220] predictions:    6358/  10000 (63.58%), best:    6343/10000 (63.43%), error:     10780.50586, best error:     10751.47656 on epoch:    99, epoch:  100/100, mu: 0.9882131219, learning_rate: 0.0000007262, weight_decay: 0.0000034836

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 331.9518737793s, input_fired_time: 4.5431113243, output_fired_time: 0.0000000000, propagate_forward_time: 319.4752197266, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 7.9335327148
best training[          , genome  6220] predictions:   33697/  50000 (67.39%), best:    6343/10000 (63.43%), error:     49865.39063, best error:     10751.47656 on epoch:    99, epoch:  101/100, mu: 0.9883098602, learning_rate: 0.0000006806, weight_decay: 0.0000033124
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 64.2203674316s, input_fired_time: 0.9101035595, output_fired_time: 0.0000000000, propagate_forward_time: 61.4151611328, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8951034546
   testing[          , genome  6220] predictions:    6343/  10000 (63.43%), best:    6343/10000 (63.43%), error:     10751.47656, best error:     10751.47656 on epoch:    99, epoch:  101/100, mu: 0.9883098602, learning_rate: 0.0000006806, weight_decay: 0.0000033124
backpropagation finished successfully!
09:53:55 (3660): called boinc_finish(0)

</stderr_txt>
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