Nameexact_genome_1517574602_47_18294_1
Workunit2991149
Created9 Feb 2018, 9:50:54 UTC
Sent9 Feb 2018, 10:21:05 UTC
Report deadline19 Apr 2018, 20:55:20 UTC
Received12 Feb 2018, 8:44:58 UTC
Server stateOver
OutcomeValidate error
Client stateDone
Exit status0 (0x0)
Computer ID60844
Run time23 hours 38 min 12 sec
CPU time23 hours 38 min 12 sec
Validate stateInvalid
Credit0.00
Device peak FLOPS2.79 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size181.93 MB
Peak swap size184.27 MB
Peak disk usage4.41 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
dation[          , genome 18294] predictions:    9843/  10000 (98.43%), best:    9849/10000 (98.49%), error:       515.19434, best error:       471.48105 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 768.1005859375s, input_fired_time: 10.0240755081, output_fired_time: 6.4483561516, propagate_forward_time: 301.8199157715, propagate_backward_time: 439.5809936523, weight_update_time: 0.6644908786, other_time: 10.2272644043
epoch time: 63.4412078857s, input_fired_time: 1.0985124111, output_fired_time: 0.0000000000, propagate_forward_time: 60.4434547424, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8992424011
validation[          , genome 18294] predictions:    9795/  10000 (97.95%), best:    9849/10000 (98.49%), error:       635.49292, best error:       471.48105 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 4556.8901367188s, input_fired_time: 10.0583038330, output_fired_time: 6.6007323265, propagate_forward_time: 309.0360717773, propagate_backward_time: 4220.9682617188, weight_update_time: 0.6758549213, other_time: 10.2270507812
epoch time: 63.0606575012s, input_fired_time: 1.0541318655, output_fired_time: 0.0000000000, propagate_forward_time: 60.1975784302, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8089485168
validation[          , genome 18294] predictions:    9803/  10000 (98.03%), best:    9849/10000 (98.49%), error:       606.74103, best error:       471.48105 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 767.2697143555s, input_fired_time: 9.8734607697, output_fired_time: 6.5068941116, propagate_forward_time: 301.2209777832, propagate_backward_time: 439.6395568848, weight_update_time: 0.6643410325, other_time: 10.0288085938
epoch time: 63.1143798828s, input_fired_time: 1.0692288876, output_fired_time: 0.0000000000, propagate_forward_time: 60.2222175598, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8229331970
validation[          , genome 18294] predictions:    9836/  10000 (98.36%), best:    9849/10000 (98.49%), error:       568.67957, best error:       471.48105 on epoch:    13, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 772.0703125000s, input_fired_time: 10.1664390564, output_fired_time: 6.5386333466, propagate_forward_time: 302.7792358398, propagate_backward_time: 442.1646423340, weight_update_time: 0.6693578959, other_time: 10.4213562012
epoch time: 63.1177291870s, input_fired_time: 1.0600069761, output_fired_time: 0.0000000000, propagate_forward_time: 60.2353630066, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8223609924
validation[          , genome 18294] predictions:    9783/  10000 (97.83%), best:    9849/10000 (98.49%), error:       639.81824, best error:       471.48105 on epoch:    13, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 767.5781860352s, input_fired_time: 9.9095249176, output_fired_time: 6.5080595016, propagate_forward_time: 301.3273315430, propagate_backward_time: 439.7987976074, weight_update_time: 0.6653721929, other_time: 10.0344543457
epoch time: 63.0888252258s, input_fired_time: 1.0542011261, output_fired_time: 0.0000000000, propagate_forward_time: 60.2150077820, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8196144104
validation[          , genome 18294] predictions:    9843/  10000 (98.43%), best:    9849/10000 (98.49%), error:       536.30365, best error:       471.48105 on epoch:    13, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 767.1389160156s, input_fired_time: 9.9856176376, output_fired_time: 6.4251055717, propagate_forward_time: 301.6576843262, propagate_backward_time: 438.9369506836, weight_update_time: 0.6649961472, other_time: 10.1335754395
epoch time: 63.1029510498s, input_fired_time: 1.0621238947, output_fired_time: 0.0000000000, propagate_forward_time: 60.2221794128, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8186492920
validation[          , genome 18294] predictions:    9766/  10000 (97.66%), best:    9849/10000 (98.49%), error:       716.39496, best error:       471.48105 on epoch:    13, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 864.1246337891s, input_fired_time: 10.5721473694, output_fired_time: 7.1685481071, propagate_forward_time: 333.8943786621, propagate_backward_time: 502.0841369629, weight_update_time: 0.7149546742, other_time: 10.4054870605
epoch time: 63.0773696899s, input_fired_time: 1.0566115379, output_fired_time: 0.0000000000, propagate_forward_time: 60.2044754028, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8162841797
validation[          , genome 18294] predictions:    9853/  10000 (98.53%), best:    9849/10000 (98.49%), error:       493.22379, best error:       471.48105 on epoch:    13, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 2386.5107421875s, input_fired_time: 10.0565366745, output_fired_time: 6.6792774200, propagate_forward_time: 309.7071838379, propagate_backward_time: 2049.9387207031, weight_update_time: 0.6780467629, other_time: 10.1289062500
epoch time: 63.1030960083s, input_fired_time: 1.0530391932, output_fired_time: 0.0000000000, propagate_forward_time: 60.2376251221, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8124313354
validation[          , genome 18294] predictions:    9854/  10000 (98.54%), best:    9849/10000 (98.49%), error:       476.12158, best error:       471.48105 on epoch:    13, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 769.0615234375s, input_fired_time: 9.9439134598, output_fired_time: 6.5243535042, propagate_forward_time: 301.8105163574, propagate_backward_time: 440.7738037109, weight_update_time: 0.6615554094, other_time: 10.0089416504
epoch time: 63.0802993774s, input_fired_time: 1.0555565357, output_fired_time: 0.0000000000, propagate_forward_time: 60.2108421326, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8138999939
validation[          , genome 18294] predictions:    9838/  10000 (98.38%), best:    9849/10000 (98.49%), error:       518.38568, best error:       471.48105 on epoch:    13, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 765.7529296875s, input_fired_time: 9.9327869415, output_fired_time: 6.3981146812, propagate_forward_time: 301.3146362305, propagate_backward_time: 438.0751953125, weight_update_time: 0.6630142331, other_time: 10.0321655273
epoch time: 63.2848815918s, input_fired_time: 1.0913249254, output_fired_time: 0.0000000000, propagate_forward_time: 60.3730430603, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8205146790
validation[          , genome 18294] predictions:    9823/  10000 (98.23%), best:    9849/10000 (98.49%), error:       546.65002, best error:       471.48105 on epoch:    13, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 769.7612304688s, input_fired_time: 10.1433515549, output_fired_time: 6.5168156624, propagate_forward_time: 302.0446472168, propagate_backward_time: 440.8621215820, weight_update_time: 0.6648190022, other_time: 10.1942443848
epoch time: 63.4872894287s, input_fired_time: 1.1072070599, output_fired_time: 0.0000000000, propagate_forward_time: 60.4799575806, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9001235962
validation[          , genome 18294] predictions:    9869/  10000 (98.69%), best:    9869/10000 (98.69%), error:       436.75488, best error:       436.75488 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 770.8758544922s, input_fired_time: 10.0784835815, output_fired_time: 6.4725222588, propagate_forward_time: 302.8859252930, propagate_backward_time: 441.2800903320, weight_update_time: 0.6631898284, other_time: 10.1588134766
epoch time: 63.0931434631s, input_fired_time: 1.0607603788, output_fired_time: 0.0000000000, propagate_forward_time: 60.2188491821, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8135337830
validation[          , genome 18294] predictions:    9849/  10000 (98.49%), best:    9869/10000 (98.69%), error:       471.82697, best error:       436.75488 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 1168.6541748047s, input_fired_time: 9.9478302002, output_fired_time: 6.4355812073, propagate_forward_time: 343.4404602051, propagate_backward_time: 438.7915039062, weight_update_time: 0.6608527899, other_time: 370.0388183594
epoch time: 66.2727279663s, input_fired_time: 1.1131289005, output_fired_time: 0.0000000000, propagate_forward_time: 63.3155059814, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8440933228
validation[          , genome 18294] predictions:    9821/  10000 (98.21%), best:    9869/10000 (98.69%), error:       561.91681, best error:       436.75488 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 803.7521972656s, input_fired_time: 10.0297031403, output_fired_time: 6.4927711487, propagate_forward_time: 303.7362365723, propagate_backward_time: 473.4427795410, weight_update_time: 0.6659097075, other_time: 10.0506591797
epoch time: 63.0805130005s, input_fired_time: 1.0647268295, output_fired_time: 0.0000000000, propagate_forward_time: 60.2009277344, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8148574829
validation[          , genome 18294] predictions:    9850/  10000 (98.50%), best:    9869/10000 (98.69%), error:       483.59784, best error:       436.75488 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 842.4411621094s, input_fired_time: 9.9258708954, output_fired_time: 6.4877023697, propagate_forward_time: 301.3937072754, propagate_backward_time: 514.6134033203, weight_update_time: 0.6608431935, other_time: 10.0205078125
epoch time: 63.1043663025s, input_fired_time: 1.0659047365, output_fired_time: 0.0000000000, propagate_forward_time: 60.2238922119, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8145675659
validation[          , genome 18294] predictions:    9893/  10000 (98.93%), best:    9893/10000 (98.93%), error:       383.17365, best error:       383.17365 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 768.9065551758s, input_fired_time: 9.9990224838, output_fired_time: 6.4602580070, propagate_forward_time: 302.2327880859, propagate_backward_time: 440.1797485352, weight_update_time: 0.6639434099, other_time: 10.0347290039
epoch time: 63.0853462219s, input_fired_time: 1.0640659332, output_fired_time: 0.0000000000, propagate_forward_time: 60.2025680542, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8187103271
validation[          , genome 18294] predictions:    9852/  10000 (98.52%), best:    9893/10000 (98.93%), error:       485.42999, best error:       383.17365 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 767.2516479492s, input_fired_time: 9.9101848602, output_fired_time: 6.4170904160, propagate_forward_time: 301.7613525391, propagate_backward_time: 439.1507263184, weight_update_time: 0.6610304117, other_time: 10.0122985840
epoch time: 63.0657272339s, input_fired_time: 1.0614295006, output_fired_time: 0.0000000000, propagate_forward_time: 60.1908073425, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8134918213
validation[          , genome 18294] predictions:    9893/  10000 (98.93%), best:    9893/10000 (98.93%), error:       347.26041, best error:       347.26041 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 774.4145507812s, input_fired_time: 9.9670495987, output_fired_time: 6.5037961006, propagate_forward_time: 303.7079772949, propagate_backward_time: 444.1780700684, weight_update_time: 0.6658176184, other_time: 10.0576782227
epoch time: 63.1922645569s, input_fired_time: 1.0687000751, output_fired_time: 0.0000000000, propagate_forward_time: 60.3062095642, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8173561096
validation[          , genome 18294] predictions:    9871/  10000 (98.71%), best:    9893/10000 (98.93%), error:       410.68219, best error:       347.26041 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 775.1469116211s, input_fired_time: 9.9948530197, output_fired_time: 6.5351142883, propagate_forward_time: 304.4765625000, propagate_backward_time: 444.0759277344, weight_update_time: 0.6672936082, other_time: 10.0644531250
epoch time: 63.2200584412s, input_fired_time: 1.0827804804, output_fired_time: 0.0000000000, propagate_forward_time: 60.3127326965, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8245468140
validation[          , genome 18294] predictions:    9839/  10000 (98.39%), best:    9893/10000 (98.93%), error:       486.06381, best error:       347.26041 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 2544.9428710938s, input_fired_time: 10.0700740814, output_fired_time: 6.4210872650, propagate_forward_time: 2079.7387695312, propagate_backward_time: 438.6705017090, weight_update_time: 0.6634614468, other_time: 10.0423889160
epoch time: 63.1720123291s, input_fired_time: 1.0808789730, output_fired_time: 0.0000000000, propagate_forward_time: 60.2689514160, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8221817017
validation[          , genome 18294] predictions:    9871/  10000 (98.71%), best:    9893/10000 (98.93%), error:       418.61591, best error:       347.26041 on epoch:    31, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 766.3270263672s, input_fired_time: 10.0415315628, output_fired_time: 6.4005956650, propagate_forward_time: 301.5353393555, propagate_backward_time: 438.3060607910, weight_update_time: 0.6633010507, other_time: 10.0435485840
epoch time: 63.0814781189s, input_fired_time: 1.0681072474, output_fired_time: 0.0000000000, propagate_forward_time: 60.1955108643, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8178596497
validation[          , genome 18294] predictions:    9868/  10000 (98.68%), best:    9893/10000 (98.93%), error:       418.61172, best error:       347.26041 on epoch:    31, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 767.7083129883s, input_fired_time: 10.0211353302, output_fired_time: 6.4580631256, propagate_forward_time: 301.5468444824, propagate_backward_time: 439.6615600586, weight_update_time: 0.6632639170, other_time: 10.0207214355
epoch time: 63.2405395508s, input_fired_time: 1.0653295517, output_fired_time: 0.0000000000, propagate_forward_time: 60.3210411072, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8541679382
validation[          , genome 18294] predictions:    9817/  10000 (98.17%), best:    9893/10000 (98.93%), error:       588.77600, best error:       347.26041 on epoch:    31, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 817.7629394531s, input_fired_time: 10.3286495209, output_fired_time: 6.7887721062, propagate_forward_time: 318.6130065918, propagate_backward_time: 471.8518066406, weight_update_time: 0.6881748438, other_time: 10.1806945801
epoch time: 70.2013778687s, input_fired_time: 1.1518249512, output_fired_time: 0.0000000000, propagate_forward_time: 67.1726379395, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8769149780
validation[          , genome 18294] predictions:    9870/  10000 (98.70%), best:    9893/10000 (98.93%), error:       404.98166, best error:       347.26041 on epoch:    31, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 772.4397583008s, input_fired_time: 9.9819765091, output_fired_time: 6.5119037628, propagate_forward_time: 303.2326965332, propagate_backward_time: 442.6881408691, weight_update_time: 0.6644556522, other_time: 10.0250244141
epoch time: 63.0931358337s, input_fired_time: 1.0718971491, output_fired_time: 0.0000000000, propagate_forward_time: 60.2046546936, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8165855408
validation[          , genome 18294] predictions:    9867/  10000 (98.67%), best:    9893/10000 (98.93%), error:       399.01959, best error:       347.26041 on epoch:    31, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 1188.2574462891s, input_fired_time: 10.2536220551, output_fired_time: 6.8196334839, propagate_forward_time: 693.5997924805, propagate_backward_time: 467.4080810547, weight_update_time: 0.6861439347, other_time: 10.1763305664
epoch time: 63.1097106934s, input_fired_time: 1.0731284618, output_fired_time: 0.0000000000, propagate_forward_time: 60.2186088562, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8179740906
validation[          , genome 18294] predictions:    9849/  10000 (98.49%), best:    9893/10000 (98.93%), error:       474.25586, best error:       347.26041 on epoch:    31, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 766.5235595703s, input_fired_time: 9.9651308060, output_fired_time: 6.4407725334, propagate_forward_time: 301.3874816895, propagate_backward_time: 438.7119445801, weight_update_time: 0.6623835564, other_time: 10.0181884766
epoch time: 63.0653152466s, input_fired_time: 1.0675777197, output_fired_time: 0.0000000000, propagate_forward_time: 60.1863212585, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8114166260
validation[          , genome 18294] predictions:    9866/  10000 (98.66%), best:    9893/10000 (98.93%), error:       409.46973, best error:       347.26041 on epoch:    31, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 767.5812988281s, input_fired_time: 9.9712991714, output_fired_time: 6.4788861275, propagate_forward_time: 301.5708312988, propagate_backward_time: 439.5220947266, weight_update_time: 0.6621718407, other_time: 10.0381774902
epoch time: 63.0651473999s, input_fired_time: 1.0663450956, output_fired_time: 0.0000000000, propagate_forward_time: 60.1858482361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8129539490
validation[          , genome 18294] predictions:    9887/  10000 (98.87%), best:    9893/10000 (98.93%), error:       364.00235, best error:       347.26041 on epoch:    31, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 771.3117065430s, input_fired_time: 10.0302572250, output_fired_time: 6.5812993050, propagate_forward_time: 302.3695983887, propagate_backward_time: 442.2333068848, weight_update_time: 0.6645558476, other_time: 10.0972290039
epoch time: 63.0884056091s, input_fired_time: 1.0693428516, output_fired_time: 0.0000000000, propagate_forward_time: 60.2023773193, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8166847229
validation[          , genome 18294] predictions:    9867/  10000 (98.67%), best:    9893/10000 (98.93%), error:       404.84970, best error:       347.26041 on epoch:    31, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 777.4555664062s, input_fired_time: 10.1274909973, output_fired_time: 6.5719413757, propagate_forward_time: 304.8319091797, propagate_backward_time: 445.7496337891, weight_update_time: 0.6685646176, other_time: 10.1745605469
epoch time: 63.0729713440s, input_fired_time: 1.0730792284, output_fired_time: 0.0000000000, propagate_forward_time: 60.1869468689, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8129463196
validation[          , genome 18294] predictions:    9875/  10000 (98.75%), best:    9893/10000 (98.93%), error:       363.86124, best error:       347.26041 on epoch:    31, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 767.1179199219s, input_fired_time: 9.9315633774, output_fired_time: 6.4664597511, propagate_forward_time: 301.4969177246, propagate_backward_time: 439.1963195801, weight_update_time: 0.6626896858, other_time: 10.0266723633
epoch time: 63.1980934143s, input_fired_time: 1.0726863146, output_fired_time: 0.0000000000, propagate_forward_time: 60.2980079651, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8274002075
validation[          , genome 18294] predictions:    9866/  10000 (98.66%), best:    9893/10000 (98.93%), error:       407.68271, best error:       347.26041 on epoch:    31, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 768.1803588867s, input_fired_time: 9.9398660660, output_fired_time: 6.5630712509, propagate_forward_time: 301.2160034180, propagate_backward_time: 440.4452209473, weight_update_time: 0.6630023122, other_time: 10.0162048340
epoch time: 63.1012191772s, input_fired_time: 1.0777533054, output_fired_time: 0.0000000000, propagate_forward_time: 60.2028656006, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8205986023
validation[          , genome 18294] predictions:    9900/  10000 (99.00%), best:    9900/10000 (99.00%), error:       341.41919, best error:       341.41919 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 769.3825683594s, input_fired_time: 10.1775455475, output_fired_time: 6.5417227745, propagate_forward_time: 301.7566223145, propagate_backward_time: 440.6867675781, weight_update_time: 0.6645825505, other_time: 10.2198791504
epoch time: 63.1103134155s, input_fired_time: 1.0842750072, output_fired_time: 0.0000000000, propagate_forward_time: 60.2069320679, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8191070557
validation[          , genome 18294] predictions:    9888/  10000 (98.88%), best:    9900/10000 (99.00%), error:       353.80487, best error:       341.41919 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 2180.8830566406s, input_fired_time: 10.0188674927, output_fired_time: 6.4317235947, propagate_forward_time: 301.9680175781, propagate_backward_time: 1852.4151611328, weight_update_time: 0.6673830152, other_time: 10.0494384766
epoch time: 63.1369819641s, input_fired_time: 1.0753750801, output_fired_time: 0.0000000000, propagate_forward_time: 60.2449607849, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8166465759
validation[          , genome 18294] predictions:    9892/  10000 (98.92%), best:    9900/10000 (99.00%), error:       371.07712, best error:       341.41919 on epoch:    45, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 792.8821411133s, input_fired_time: 10.1728477478, output_fired_time: 6.6828637123, propagate_forward_time: 309.4375610352, propagate_backward_time: 456.4675598145, weight_update_time: 0.6780714393, other_time: 10.1213073730
epoch time: 63.1270294189s, input_fired_time: 1.0843733549, output_fired_time: 0.0000000000, propagate_forward_time: 60.2205009460, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8221549988
validation[          , genome 18294] predictions:    9868/  10000 (98.68%), best:    9900/10000 (99.00%), error:       424.26596, best error:       341.41919 on epoch:    45, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 768.9822998047s, input_fired_time: 10.0719137192, output_fired_time: 6.5236511230, propagate_forward_time: 301.7056579590, propagate_backward_time: 440.6092529297, weight_update_time: 0.6664229035, other_time: 10.0718078613
epoch time: 63.1877784729s, input_fired_time: 1.0845924616, output_fired_time: 0.0000000000, propagate_forward_time: 60.2811965942, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8219909668
validation[          , genome 18294] predictions:    9865/  10000 (98.65%), best:    9900/10000 (99.00%), error:       389.98581, best error:       341.41919 on epoch:    45, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 766.1515502930s, input_fired_time: 9.9938125610, output_fired_time: 6.4070005417, propagate_forward_time: 301.4419860840, propagate_backward_time: 438.2800598145, weight_update_time: 0.6647763252, other_time: 10.0286865234
epoch time: 63.2590789795s, input_fired_time: 1.0832933187, output_fired_time: 0.0000000000, propagate_forward_time: 60.3548431396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8209419250
validation[          , genome 18294] predictions:    9887/  10000 (98.87%), best:    9900/10000 (99.00%), error:       359.59320, best error:       341.41919 on epoch:    45, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 766.4483032227s, input_fired_time: 10.0243635178, output_fired_time: 6.4183936119, propagate_forward_time: 301.4972229004, propagate_backward_time: 438.4471740723, weight_update_time: 0.6654495001, other_time: 10.0611572266
epoch time: 63.1733322144s, input_fired_time: 1.0881165266, output_fired_time: 0.0000000000, propagate_forward_time: 60.2643890381, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8208274841
validation[          , genome 18294] predictions:    9868/  10000 (98.68%), best:    9900/10000 (99.00%), error:       383.35287, best error:       341.41919 on epoch:    45, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 2486.0512695312s, input_fired_time: 10.2677421570, output_fired_time: 6.6450872421, propagate_forward_time: 312.7289733887, propagate_backward_time: 2146.2380371094, weight_update_time: 0.6845366359, other_time: 10.1713867188
epoch time: 63.1417694092s, input_fired_time: 1.0912767649, output_fired_time: 0.0000000000, propagate_forward_time: 60.2295989990, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8208923340
validation[          , genome 18294] predictions:    9872/  10000 (98.72%), best:    9900/10000 (99.00%), error:       417.14581, best error:       341.41919 on epoch:    45, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 780.5008544922s, input_fired_time: 10.2259931564, output_fired_time: 6.5252156258, propagate_forward_time: 306.2608032227, propagate_backward_time: 447.4131164551, weight_update_time: 0.6721333265, other_time: 10.0757141113
epoch time: 63.7870025635s, input_fired_time: 1.0952060223, output_fired_time: 0.0000000000, propagate_forward_time: 60.8685226440, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8232727051
validation[          , genome 18294] predictions:    9876/  10000 (98.76%), best:    9900/10000 (99.00%), error:       374.97992, best error:       341.41919 on epoch:    45, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 769.7561645508s, input_fired_time: 10.1389160156, output_fired_time: 6.4930891991, propagate_forward_time: 302.3421325684, propagate_backward_time: 440.7308349609, weight_update_time: 0.6660156250, other_time: 10.0511779785
epoch time: 63.1549987793s, input_fired_time: 1.0860850811, output_fired_time: 0.0000000000, propagate_forward_time: 60.2493247986, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8195877075
validation[          , genome 18294] predictions:    9893/  10000 (98.93%), best:    9900/10000 (99.00%), error:       391.09451, best error:       341.41919 on epoch:    45, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 769.9104614258s, input_fired_time: 10.0545005798, output_fired_time: 6.5543766022, propagate_forward_time: 301.9730529785, propagate_backward_time: 441.2411804199, weight_update_time: 0.6657426357, other_time: 10.0873413086
epoch time: 63.2469787598s, input_fired_time: 1.0966055393, output_fired_time: 0.0000000000, propagate_forward_time: 60.3274803162, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8228912354
validation[          , genome 18294] predictions:    9892/  10000 (98.92%), best:    9900/10000 (99.00%), error:       350.39523, best error:       341.41919 on epoch:    45, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 768.0167846680s, input_fired_time: 10.0422439575, output_fired_time: 6.4252719879, propagate_forward_time: 302.0401611328, propagate_backward_time: 439.4304809570, weight_update_time: 0.6684881449, other_time: 10.0786132812
epoch time: 63.1282043457s, input_fired_time: 1.0876619816, output_fired_time: 0.0000000000, propagate_forward_time: 60.2163581848, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8241844177
validation[          , genome 18294] predictions:    9865/  10000 (98.65%), best:    9900/10000 (99.00%), error:       420.43307, best error:       341.41919 on epoch:    45, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 778.8372802734s, input_fired_time: 10.1360750198, output_fired_time: 6.5882515907, propagate_forward_time: 305.1288452148, propagate_backward_time: 446.8303833008, weight_update_time: 0.6739451289, other_time: 10.1537475586
epoch time: 63.4490814209s, input_fired_time: 1.1089766026, output_fired_time: 0.0000000000, propagate_forward_time: 60.4767379761, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8633651733
validation[          , genome 18294] predictions:    9876/  10000 (98.76%), best:    9900/10000 (99.00%), error:       387.60214, best error:       341.41919 on epoch:    45, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 767.8442993164s, input_fired_time: 10.1381635666, output_fired_time: 6.5125870705, propagate_forward_time: 301.3535461426, propagate_backward_time: 439.7976074219, weight_update_time: 0.6661480665, other_time: 10.0423889160
epoch time: 63.1273422241s, input_fired_time: 1.1006419659, output_fired_time: 0.0000000000, propagate_forward_time: 60.2093811035, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8173179626
validation[          , genome 18294] predictions:    9892/  10000 (98.92%), best:    9892/10000 (98.92%), error:       327.89603, best error:       327.89603 on epoch:    58, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 767.4642944336s, input_fired_time: 10.1172142029, output_fired_time: 6.4960789680, propagate_forward_time: 301.3310546875, propagate_backward_time: 439.4781799316, weight_update_time: 0.6656859517, other_time: 10.0417785645
epoch time: 63.5399894714s, input_fired_time: 1.1246515512, output_fired_time: 0.0000000000, propagate_forward_time: 60.5207252502, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8946113586
validation[          , genome 18294] predictions:    9906/  10000 (99.06%), best:    9892/10000 (98.92%), error:       331.52731, best error:       327.89603 on epoch:    58, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 770.4413452148s, input_fired_time: 10.4116935730, output_fired_time: 6.4876103401, propagate_forward_time: 302.4051513672, propagate_backward_time: 440.6614685059, weight_update_time: 0.6687919497, other_time: 10.4754333496
epoch time: 63.4702148438s, input_fired_time: 1.1330322027, output_fired_time: 0.0000000000, propagate_forward_time: 60.4351234436, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9020576477
validation[          , genome 18294] predictions:    9900/  10000 (99.00%), best:    9900/10000 (99.00%), error:       326.33322, best error:       326.33322 on epoch:    60, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 770.1915283203s, input_fired_time: 10.4263248444, output_fired_time: 6.4743289948, propagate_forward_time: 302.4271240234, propagate_backward_time: 440.3813476562, weight_update_time: 0.6692661047, other_time: 10.4824218750
epoch time: 63.4923400879s, input_fired_time: 1.1343432665, output_fired_time: 0.0000000000, propagate_forward_time: 60.4518203735, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9061775208
validation[          , genome 18294] predictions:    9893/  10000 (98.93%), best:    9900/10000 (99.00%), error:       345.06555, best error:       326.33322 on epoch:    60, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 768.2416381836s, input_fired_time: 10.0935077667, output_fired_time: 6.4495072365, propagate_forward_time: 301.9637756348, propagate_backward_time: 439.5855712891, weight_update_time: 0.6670845151, other_time: 10.1492614746
epoch time: 63.1546478271s, input_fired_time: 1.0976523161, output_fired_time: 0.0000000000, propagate_forward_time: 60.2346305847, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8223648071
validation[          , genome 18294] predictions:    9910/  10000 (99.10%), best:    9910/10000 (99.10%), error:       309.77780, best error:       309.77780 on epoch:    62, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 771.9712524414s, input_fired_time: 10.4719743729, output_fired_time: 6.5373964310, propagate_forward_time: 302.7197570801, propagate_backward_time: 441.6817016602, weight_update_time: 0.6703894138, other_time: 10.5603942871
epoch time: 63.5172805786s, input_fired_time: 1.1323837042, output_fired_time: 0.0000000000, propagate_forward_time: 60.4720611572, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9128341675
validation[          , genome 18294] predictions:    9903/  10000 (99.03%), best:    9903/10000 (99.03%), error:       302.69086, best error:       302.69086 on epoch:    63, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 771.5841674805s, input_fired_time: 10.4930315018, output_fired_time: 6.4968099594, propagate_forward_time: 302.7066345215, propagate_backward_time: 441.3919677734, weight_update_time: 0.6665803194, other_time: 10.4956970215
epoch time: 63.5114479065s, input_fired_time: 1.1291671991, output_fired_time: 0.0000000000, propagate_forward_time: 60.4795913696, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9026908875
validation[          , genome 18294] predictions:    9900/  10000 (99.00%), best:    9903/10000 (99.03%), error:       306.59122, best error:       302.69086 on epoch:    63, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 2168.6682128906s, input_fired_time: 10.1007318497, output_fired_time: 6.5333342552, propagate_forward_time: 302.9021301270, propagate_backward_time: 1839.0607910156, weight_update_time: 0.6664654016, other_time: 10.0710449219
epoch time: 63.2613754272s, input_fired_time: 1.0984106064, output_fired_time: 0.0000000000, propagate_forward_time: 60.3296089172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8333549500
validation[          , genome 18294] predictions:    9889/  10000 (98.89%), best:    9903/10000 (99.03%), error:       353.49979, best error:       302.69086 on epoch:    63, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 771.7389526367s, input_fired_time: 10.1500396729, output_fired_time: 6.4957690239, propagate_forward_time: 303.3312072754, propagate_backward_time: 441.6378173828, weight_update_time: 0.6668412089, other_time: 10.1241149902
epoch time: 63.0868110657s, input_fired_time: 1.0830872059, output_fired_time: 0.0000000000, propagate_forward_time: 60.1877975464, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8159255981
validation[          , genome 18294] predictions:    9896/  10000 (98.96%), best:    9903/10000 (99.03%), error:       323.30151, best error:       302.69086 on epoch:    63, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 768.0601806641s, input_fired_time: 9.9471549988, output_fired_time: 6.5607833862, propagate_forward_time: 301.1680297852, propagate_backward_time: 440.3717041016, weight_update_time: 0.6625528932, other_time: 10.0125122070
epoch time: 63.0885009766s, input_fired_time: 1.0851229429, output_fired_time: 0.0000000000, propagate_forward_time: 60.1885871887, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8147926331
validation[          , genome 18294] predictions:    9903/  10000 (99.03%), best:    9903/10000 (99.03%), error:       342.06891, best error:       302.69086 on epoch:    63, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 768.1752929688s, input_fired_time: 10.0431261063, output_fired_time: 6.4801039696, propagate_forward_time: 301.8030395508, propagate_backward_time: 439.7929992676, weight_update_time: 0.6631796360, other_time: 10.0559997559
epoch time: 63.1087493896s, input_fired_time: 1.0905205011, output_fired_time: 0.0000000000, propagate_forward_time: 60.1987152100, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8195152283
validation[          , genome 18294] predictions:    9898/  10000 (98.98%), best:    9903/10000 (99.03%), error:       325.52612, best error:       302.69086 on epoch:    63, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 766.9761962891s, input_fired_time: 10.0668201447, output_fired_time: 6.4733605385, propagate_forward_time: 301.3598327637, propagate_backward_time: 439.0331726074, weight_update_time: 0.6631143093, other_time: 10.0429687500
epoch time: 63.1421890259s, input_fired_time: 1.0950001478, output_fired_time: 0.0000000000, propagate_forward_time: 60.2264823914, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8207054138
validation[          , genome 18294] predictions:    9902/  10000 (99.02%), best:    9903/10000 (99.03%), error:       312.84802, best error:       302.69086 on epoch:    63, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 768.2653808594s, input_fired_time: 10.0454292297, output_fired_time: 6.5579533577, propagate_forward_time: 301.2528991699, propagate_backward_time: 440.3765563965, weight_update_time: 0.6632358432, other_time: 10.0325317383
epoch time: 63.1990280151s, input_fired_time: 1.0942348242, output_fired_time: 0.0000000000, propagate_forward_time: 60.2849540710, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8198394775
validation[          , genome 18294] predictions:    9913/  10000 (99.13%), best:    9903/10000 (99.03%), error:       307.40994, best error:       302.69086 on epoch:    63, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 768.5117797852s, input_fired_time: 10.0005903244, output_fired_time: 6.5816106796, propagate_forward_time: 301.1840209961, propagate_backward_time: 440.7090454102, weight_update_time: 0.6632968187, other_time: 10.0364990234
epoch time: 63.0994186401s, input_fired_time: 1.0851213932, output_fired_time: 0.0000000000, propagate_forward_time: 60.1932563782, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8210411072
validation[          , genome 18294] predictions:    9891/  10000 (98.91%), best:    9903/10000 (99.03%), error:       341.22537, best error:       302.69086 on epoch:    63, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 768.6358642578s, input_fired_time: 9.9854097366, output_fired_time: 6.5821194649, propagate_forward_time: 301.1927795410, propagate_backward_time: 440.8347473145, weight_update_time: 0.6635535359, other_time: 10.0408325195
epoch time: 63.1183662415s, input_fired_time: 1.0888897181, output_fired_time: 0.0000000000, propagate_forward_time: 60.2061386108, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8233375549
validation[          , genome 18294] predictions:    9904/  10000 (99.04%), best:    9903/10000 (99.03%), error:       315.62939, best error:       302.69086 on epoch:    63, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 947.5153198242s, input_fired_time: 10.1447811127, output_fired_time: 6.4676241875, propagate_forward_time: 301.8804626465, propagate_backward_time: 618.7894897461, weight_update_time: 0.6653589010, other_time: 10.2329711914
epoch time: 66.3607330322s, input_fired_time: 1.1600605249, output_fired_time: 0.0000000000, propagate_forward_time: 63.2898368835, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9108390808
validation[          , genome 18294] predictions:    9907/  10000 (99.07%), best:    9903/10000 (99.03%), error:       327.31778, best error:       302.69086 on epoch:    63, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 778.9981079102s, input_fired_time: 10.3043031693, output_fired_time: 6.5539765358, propagate_forward_time: 305.2315979004, propagate_backward_time: 446.8554992676, weight_update_time: 0.6689898372, other_time: 10.0527343750
epoch time: 63.3062515259s, input_fired_time: 1.0994952917, output_fired_time: 0.0000000000, propagate_forward_time: 60.3762283325, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8305282593
validation[          , genome 18294] predictions:    9909/  10000 (99.09%), best:    9903/10000 (99.03%), error:       323.89175, best error:       302.69086 on epoch:    63, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 767.5593872070s, input_fired_time: 10.0373010635, output_fired_time: 6.4370598793, propagate_forward_time: 301.7809143066, propagate_backward_time: 439.2813720703, weight_update_time: 0.6647036672, other_time: 10.0227355957
epoch time: 63.1089172363s, input_fired_time: 1.0890669823, output_fired_time: 0.0000000000, propagate_forward_time: 60.2030715942, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8167800903
validation[          , genome 18294] predictions:    9909/  10000 (99.09%), best:    9903/10000 (99.03%), error:       312.04315, best error:       302.69086 on epoch:    63, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 774.7229003906s, input_fired_time: 10.0824451447, output_fired_time: 6.5552635193, propagate_forward_time: 303.7242736816, propagate_backward_time: 444.3123168945, weight_update_time: 0.6663953066, other_time: 10.0486145020
epoch time: 63.1121559143s, input_fired_time: 1.0913592577, output_fired_time: 0.0000000000, propagate_forward_time: 60.2019958496, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8188018799
validation[          , genome 18294] predictions:    9904/  10000 (99.04%), best:    9903/10000 (99.03%), error:       319.65250, best error:       302.69086 on epoch:    63, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 767.8098144531s, input_fired_time: 10.0678510666, output_fired_time: 6.4922966957, propagate_forward_time: 301.4177551270, propagate_backward_time: 439.7794494629, weight_update_time: 0.6661872268, other_time: 10.0524291992
epoch time: 63.1386566162s, input_fired_time: 1.0955674648, output_fired_time: 0.0000000000, propagate_forward_time: 60.2222175598, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8208732605
validation[          , genome 18294] predictions:    9897/  10000 (98.97%), best:    9903/10000 (99.03%), error:       331.18735, best error:       302.69086 on epoch:    63, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 781.6428833008s, input_fired_time: 9.9165992737, output_fired_time: 6.5118899345, propagate_forward_time: 306.7694091797, propagate_backward_time: 449.1665954590, weight_update_time: 0.6303067803, other_time: 9.2783508301
epoch time: 62.8462944031s, input_fired_time: 1.0075916052, output_fired_time: 0.0000000000, propagate_forward_time: 60.2414512634, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5972518921
validation[          , genome 18294] predictions:    9913/  10000 (99.13%), best:    9913/10000 (99.13%), error:       297.87878, best error:       297.87878 on epoch:    78, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 764.2794799805s, input_fired_time: 9.5527992249, output_fired_time: 6.3302760124, propagate_forward_time: 301.0540771484, propagate_backward_time: 438.4869689941, weight_update_time: 0.6164193749, other_time: 8.8553771973
epoch time: 62.7766036987s, input_fired_time: 1.0084546804, output_fired_time: 0.0000000000, propagate_forward_time: 60.1697463989, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5984039307
validation[          , genome 18294] predictions:    9908/  10000 (99.08%), best:    9913/10000 (99.13%), error:       302.65552, best error:       297.87878 on epoch:    78, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 788.3843994141s, input_fired_time: 9.7304115295, output_fired_time: 6.5006299019, propagate_forward_time: 309.3710021973, propagate_backward_time: 453.8175659180, weight_update_time: 0.6300632954, other_time: 8.9648132324
epoch time: 62.7444534302s, input_fired_time: 1.0036826134, output_fired_time: 0.0000000000, propagate_forward_time: 60.1431846619, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5975875854
validation[          , genome 18294] predictions:    9898/  10000 (98.98%), best:    9913/10000 (99.13%), error:       324.72342, best error:       297.87878 on epoch:    78, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 764.3946533203s, input_fired_time: 9.5477590561, output_fired_time: 6.3347387314, propagate_forward_time: 301.1250610352, propagate_backward_time: 438.5299682617, weight_update_time: 0.6154235005, other_time: 8.8571777344
epoch time: 62.7952003479s, input_fired_time: 1.0114386082, output_fired_time: 0.0000000000, propagate_forward_time: 60.1839256287, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5998344421
validation[          , genome 18294] predictions:    9908/  10000 (99.08%), best:    9913/10000 (99.13%), error:       311.41647, best error:       297.87878 on epoch:    78, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 764.2038574219s, input_fired_time: 9.5648536682, output_fired_time: 6.3327460289, propagate_forward_time: 301.0403442383, propagate_backward_time: 438.4152221680, weight_update_time: 0.6150736809, other_time: 8.8506469727
epoch time: 62.7809638977s, input_fired_time: 1.0090413094, output_fired_time: 0.0000000000, propagate_forward_time: 60.1747322083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5971908569
validation[          , genome 18294] predictions:    9912/  10000 (99.12%), best:    9913/10000 (99.13%), error:       319.58896, best error:       297.87878 on epoch:    78, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 785.6552124023s, input_fired_time: 9.7128629684, output_fired_time: 6.5848188400, propagate_forward_time: 307.6846923828, propagate_backward_time: 452.7276611328, weight_update_time: 0.6295859814, other_time: 8.9451293945
epoch time: 62.7793540955s, input_fired_time: 1.0135732889, output_fired_time: 0.0000000000, propagate_forward_time: 60.1665954590, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5991859436
validation[          , genome 18294] predictions:    9906/  10000 (99.06%), best:    9913/10000 (99.13%), error:       308.93069, best error:       297.87878 on epoch:    78, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 766.2846069336s, input_fired_time: 9.5248813629, output_fired_time: 6.4691314697, propagate_forward_time: 300.9617919922, propagate_backward_time: 440.4682922363, weight_update_time: 0.6168921590, other_time: 8.8605041504
epoch time: 62.7625885010s, input_fired_time: 1.0079385042, output_fired_time: 0.0000000000, propagate_forward_time: 60.1583976746, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5962524414
validation[          , genome 18294] predictions:    9915/  10000 (99.15%), best:    9915/10000 (99.15%), error:       291.58276, best error:       291.58276 on epoch:    84, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 764.8967285156s, input_fired_time: 9.5748806000, output_fired_time: 6.3599472046, propagate_forward_time: 301.1010742188, propagate_backward_time: 438.9988403320, weight_update_time: 0.6173931360, other_time: 8.8619995117
epoch time: 62.7939224243s, input_fired_time: 1.0155611038, output_fired_time: 0.0000000000, propagate_forward_time: 60.1791687012, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5991935730
validation[          , genome 18294] predictions:    9911/  10000 (99.11%), best:    9915/10000 (99.15%), error:       313.84915, best error:       291.58276 on epoch:    84, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 764.9613647461s, input_fired_time: 9.6285285950, output_fired_time: 6.3609781265, propagate_forward_time: 301.1363220215, propagate_backward_time: 438.9643249512, weight_update_time: 0.6174062490, other_time: 8.8712158203
epoch time: 62.8036384583s, input_fired_time: 1.0183486938, output_fired_time: 0.0000000000, propagate_forward_time: 60.1831398010, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6021499634
validation[          , genome 18294] predictions:    9909/  10000 (99.09%), best:    9915/10000 (99.15%), error:       305.56165, best error:       291.58276 on epoch:    84, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 765.2875976562s, input_fired_time: 9.6425590515, output_fired_time: 6.3606467247, propagate_forward_time: 301.2565307617, propagate_backward_time: 439.1512756348, weight_update_time: 0.6172647476, other_time: 8.8765563965
epoch time: 62.8138160706s, input_fired_time: 1.0156488419, output_fired_time: 0.0000000000, propagate_forward_time: 60.1961822510, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6019859314
validation[          , genome 18294] predictions:    9900/  10000 (99.00%), best:    9915/10000 (99.15%), error:       331.15231, best error:       291.58276 on epoch:    84, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 763.8544311523s, input_fired_time: 9.6226215363, output_fired_time: 6.2980232239, propagate_forward_time: 301.1145629883, propagate_backward_time: 437.9475097656, weight_update_time: 0.6174606085, other_time: 8.8717041016
epoch time: 62.8129692078s, input_fired_time: 1.0189664364, output_fired_time: 0.0000000000, propagate_forward_time: 60.1928215027, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6011810303
validation[          , genome 18294] predictions:    9914/  10000 (99.14%), best:    9915/10000 (99.15%), error:       299.32083, best error:       291.58276 on epoch:    84, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 763.8294677734s, input_fired_time: 9.6217479706, output_fired_time: 6.2815704346, propagate_forward_time: 301.2142944336, propagate_backward_time: 437.8417663574, weight_update_time: 0.6173536777, other_time: 8.8700866699
epoch time: 62.8031005859s, input_fired_time: 1.0186374187, output_fired_time: 0.0000000000, propagate_forward_time: 60.1833419800, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6011199951
validation[          , genome 18294] predictions:    9908/  10000 (99.08%), best:    9915/10000 (99.15%), error:       307.95886, best error:       291.58276 on epoch:    84, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 767.9273681641s, input_fired_time: 9.5937271118, output_fired_time: 6.4121732712, propagate_forward_time: 302.1495056152, propagate_backward_time: 440.8958740234, weight_update_time: 0.6186976433, other_time: 8.8760681152
epoch time: 62.7572288513s, input_fired_time: 1.0093753338, output_fired_time: 0.0000000000, propagate_forward_time: 60.1500816345, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5977706909
validation[          , genome 18294] predictions:    9912/  10000 (99.12%), best:    9915/10000 (99.15%), error:       308.85538, best error:       291.58276 on epoch:    84, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 765.5817260742s, input_fired_time: 9.5444059372, output_fired_time: 6.4315810204, propagate_forward_time: 301.0649414062, propagate_backward_time: 439.6836547852, weight_update_time: 0.6169678569, other_time: 8.8571166992
epoch time: 62.7574119568s, input_fired_time: 1.0099282265, output_fired_time: 0.0000000000, propagate_forward_time: 60.1478195190, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5996627808
validation[          , genome 18294] predictions:    9916/  10000 (99.16%), best:    9915/10000 (99.15%), error:       291.68033, best error:       291.58276 on epoch:    84, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 765.4171142578s, input_fired_time: 9.5398464203, output_fired_time: 6.4321136475, propagate_forward_time: 300.9779968262, propagate_backward_time: 439.6076049805, weight_update_time: 0.6169773340, other_time: 8.8595275879
epoch time: 62.7573051453s, input_fired_time: 1.0106388330, output_fired_time: 0.0000000000, propagate_forward_time: 60.1486244202, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5980415344
validation[          , genome 18294] predictions:    9919/  10000 (99.19%), best:    9915/10000 (99.15%), error:       298.67081, best error:       291.58276 on epoch:    84, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 765.3670654297s, input_fired_time: 9.5482139587, output_fired_time: 6.4133849144, propagate_forward_time: 301.0591430664, propagate_backward_time: 439.4691467285, weight_update_time: 0.6168054342, other_time: 8.8771667480
epoch time: 62.7769813538s, input_fired_time: 1.0129958391, output_fired_time: 0.0000000000, propagate_forward_time: 60.1626777649, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6013069153
validation[          , genome 18294] predictions:    9912/  10000 (99.12%), best:    9915/10000 (99.15%), error:       294.49402, best error:       291.58276 on epoch:    84, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 767.6082763672s, input_fired_time: 9.5909509659, output_fired_time: 6.4146862030, propagate_forward_time: 301.9776611328, propagate_backward_time: 440.7431945801, weight_update_time: 0.6181550026, other_time: 8.8818054199
epoch time: 65.6555862427s, input_fired_time: 1.0451921225, output_fired_time: 0.0000000000, propagate_forward_time: 62.9905281067, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6198692322
validation[          , genome 18294] predictions:    9912/  10000 (99.12%), best:    9915/10000 (99.15%), error:       292.16705, best error:       291.58276 on epoch:    84, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 765.5540771484s, input_fired_time: 9.5580062866, output_fired_time: 6.4365696907, propagate_forward_time: 300.9983520508, propagate_backward_time: 439.7023315430, weight_update_time: 0.6170644164, other_time: 8.8588256836
epoch time: 62.8718452454s, input_fired_time: 1.0178070068, output_fired_time: 0.0000000000, propagate_forward_time: 60.2482757568, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6057624817
validation[          , genome 18294] predictions:    9917/  10000 (99.17%), best:    9915/10000 (99.15%), error:       299.92270, best error:       291.58276 on epoch:    84, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 764.3295898438s, input_fired_time: 9.5995073318, output_fired_time: 6.3430471420, propagate_forward_time: 301.0467529297, propagate_backward_time: 438.4781494141, weight_update_time: 0.6171523929, other_time: 8.8621826172
epoch time: 62.7980422974s, input_fired_time: 1.0196434259, output_fired_time: 0.0000000000, propagate_forward_time: 60.1799163818, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5984840393
validation[          , genome 18294] predictions:    9913/  10000 (99.13%), best:    9915/10000 (99.15%), error:       297.66275, best error:       291.58276 on epoch:    84, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 763.6086425781s, input_fired_time: 9.6182870865, output_fired_time: 6.2864956856, propagate_forward_time: 301.1219482422, propagate_backward_time: 437.7199707031, weight_update_time: 0.6165183187, other_time: 8.8619384766
epoch time: 62.8064918518s, input_fired_time: 1.0209730864, output_fired_time: 0.0000000000, propagate_forward_time: 60.1844329834, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6010856628
validation[          , genome 18294] predictions:    9915/  10000 (99.15%), best:    9915/10000 (99.15%), error:       299.03052, best error:       291.58276 on epoch:    84, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 765.1491699219s, input_fired_time: 9.6430501938, output_fired_time: 6.3621191978, propagate_forward_time: 301.1996765137, propagate_backward_time: 439.0760498047, weight_update_time: 0.6168199778, other_time: 8.8682556152
epoch time: 62.8051376343s, input_fired_time: 1.0188019276, output_fired_time: 0.0000000000, propagate_forward_time: 60.1869201660, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5994148254
validation[          , genome 18294] predictions:    9910/  10000 (99.10%), best:    9915/10000 (99.15%), error:       303.30499, best error:       291.58276 on epoch:    84, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 764.2594604492s, input_fired_time: 9.6289558411, output_fired_time: 6.3184757233, propagate_forward_time: 301.1404113770, propagate_backward_time: 438.3036804199, weight_update_time: 0.6170527339, other_time: 8.8679199219
epoch time: 62.9030265808s, input_fired_time: 1.0231043100, output_fired_time: 0.0000000000, propagate_forward_time: 60.2798271179, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6000938416
validation[          , genome 18294] predictions:    9908/  10000 (99.08%), best:    9915/10000 (99.15%), error:       300.47205, best error:       291.58276 on epoch:    84, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 763.6970214844s, input_fired_time: 9.6285352707, output_fired_time: 6.2820234299, propagate_forward_time: 301.1477355957, propagate_backward_time: 437.7708740234, weight_update_time: 0.6168574095, other_time: 8.8678283691
epoch time: 62.8062705994s, input_fired_time: 1.0194178820, output_fired_time: 0.0000000000, propagate_forward_time: 60.1856117249, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6012420654
validation[          , genome 18294] predictions:    9917/  10000 (99.17%), best:    9915/10000 (99.15%), error:       295.56531, best error:       291.58276 on epoch:    84, epoch:  100/100, mu: 0.9870989323, learning_rate: 0.0000740065, weight_decay: 0.0000029603

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 314.0988769531s, input_fired_time: 5.1382617950, output_fired_time: 0.0000000000, propagate_forward_time: 300.9146423340, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 8.0459594727
best training[          , genome 18294] predictions:   50000/  50000 (100.00%), best:    9915/10000 (99.15%), error:        86.48214, best error:       291.58276 on epoch:    84, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 62.7737312317s, input_fired_time: 1.0027920008, output_fired_time: 0.0000000000, propagate_forward_time: 60.1684989929, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6024398804
   testing[          , genome 18294] predictions:    9923/  10000 (99.23%), best:    9915/10000 (99.15%), error:       256.45975, best error:       291.58276 on epoch:    84, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
09:32:15 (28050): called boinc_finish(0)

</stderr_txt>
]]>