Nameexact_genome_1512568488_42_6622_0
Workunit2604339
Created7 Dec 2017, 20:54:48 UTC
Sent7 Dec 2017, 21:00:52 UTC
Report deadline14 Dec 2017, 8:24:57 UTC
Received8 Dec 2017, 1:15:11 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID53799
Run time1 hours 55 min 46 sec
CPU time1 hours 55 min 18 sec
Validate stateValid
Credit1,618.77
Device peak FLOPS3.64 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33

Stderr output

<core_client_version>7.2.42</core_client_version>
<![CDATA[
<stderr_txt>
, epoch:   13/100, mu: 0.7384625077, learning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 61.6515541077s, input_fired_time: 0.6064789295, output_fired_time: 0.3854407370, propagate_forward_time: 25.6614971161, propagate_backward_time: 33.3926391602, weight_update_time: 0.0825610459, other_time: 1.6054992676
epoch time: 5.4443678856s, input_fired_time: 0.0652903169, output_fired_time: 0.0000000000, propagate_forward_time: 5.1008539200, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2782235146
validation[          , genome  6622] predictions:    9672/  10000 (96.72%), best:    9672/10000 (96.72%), error:      1063.67700, best error:      1063.67700 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 61.9310760498s, input_fired_time: 0.6081710458, output_fired_time: 0.3855766952, propagate_forward_time: 25.7054042816, propagate_backward_time: 33.6221885681, weight_update_time: 0.0850318670, other_time: 1.6097373962
epoch time: 5.4972529411s, input_fired_time: 0.0656793192, output_fired_time: 0.0000000000, propagate_forward_time: 5.1473422050, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2842311859
validation[          , genome  6622] predictions:    9639/  10000 (96.39%), best:    9672/10000 (96.72%), error:      1186.50793, best error:      1063.67700 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 62.6614074707s, input_fired_time: 0.6147893071, output_fired_time: 0.3909722269, propagate_forward_time: 26.0344123840, propagate_backward_time: 33.9800262451, weight_update_time: 0.0843602493, other_time: 1.6412086487
epoch time: 5.5674672127s, input_fired_time: 0.0675136074, output_fired_time: 0.0000000000, propagate_forward_time: 5.2139492035, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2860045433
validation[          , genome  6622] predictions:    9603/  10000 (96.03%), best:    9672/10000 (96.72%), error:      1281.74060, best error:      1063.67700 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 61.8998908997s, input_fired_time: 0.6094912291, output_fired_time: 0.3851844072, propagate_forward_time: 25.6520061493, propagate_backward_time: 33.6374320984, weight_update_time: 0.0833244026, other_time: 1.6157798767
epoch time: 5.4550781250s, input_fired_time: 0.0660870150, output_fired_time: 0.0000000000, propagate_forward_time: 5.1098947525, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2790961266
validation[          , genome  6622] predictions:    9661/  10000 (96.61%), best:    9672/10000 (96.72%), error:      1075.39038, best error:      1063.67700 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 62.0146217346s, input_fired_time: 0.6148071289, output_fired_time: 0.3865298331, propagate_forward_time: 25.7220821381, propagate_backward_time: 33.6710853577, weight_update_time: 0.0834535360, other_time: 1.6201210022
epoch time: 5.4651584625s, input_fired_time: 0.0655913800, output_fired_time: 0.0000000000, propagate_forward_time: 5.1225705147, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2769966125
validation[          , genome  6622] predictions:    9687/  10000 (96.87%), best:    9687/10000 (96.87%), error:      1023.45557, best error:      1023.45557 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 62.0569076538s, input_fired_time: 0.6103971004, output_fired_time: 0.3860047758, propagate_forward_time: 25.6744289398, propagate_backward_time: 33.7744140625, weight_update_time: 0.0835639909, other_time: 1.6116638184
epoch time: 5.4593825340s, input_fired_time: 0.0661142021, output_fired_time: 0.0000000000, propagate_forward_time: 5.1141266823, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2791414261
validation[          , genome  6622] predictions:    9673/  10000 (96.73%), best:    9687/10000 (96.87%), error:      1057.01245, best error:      1023.45557 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 62.0878601074s, input_fired_time: 0.6151383519, output_fired_time: 0.3860561848, propagate_forward_time: 25.7077007294, propagate_backward_time: 33.7448272705, weight_update_time: 0.0834876597, other_time: 1.6341400146
epoch time: 5.4532837868s, input_fired_time: 0.0666901916, output_fired_time: 0.0000000000, propagate_forward_time: 5.1082506180, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2783432007
validation[          , genome  6622] predictions:    9695/  10000 (96.95%), best:    9695/10000 (96.95%), error:       990.70496, best error:       990.70496 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 62.5182876587s, input_fired_time: 0.6170641184, output_fired_time: 0.3896952569, propagate_forward_time: 25.8898239136, propagate_backward_time: 33.9698791504, weight_update_time: 0.0838904679, other_time: 1.6518249512
epoch time: 5.4879865646s, input_fired_time: 0.0674340725, output_fired_time: 0.0000000000, propagate_forward_time: 5.1421833038, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2783689499
validation[          , genome  6622] predictions:    9613/  10000 (96.13%), best:    9695/10000 (96.95%), error:      1245.75708, best error:       990.70496 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 62.0016212463s, input_fired_time: 0.6102299094, output_fired_time: 0.3865866959, propagate_forward_time: 25.6987705231, propagate_backward_time: 33.6990814209, weight_update_time: 0.0828375816, other_time: 1.6069564819
epoch time: 5.4610991478s, input_fired_time: 0.0668344274, output_fired_time: 0.0000000000, propagate_forward_time: 5.1138544083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2804102898
validation[          , genome  6622] predictions:    9669/  10000 (96.69%), best:    9695/10000 (96.95%), error:      1087.08508, best error:       990.70496 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 62.1797790527s, input_fired_time: 0.6216877699, output_fired_time: 0.3865115941, propagate_forward_time: 25.7628860474, propagate_backward_time: 33.7996253967, weight_update_time: 0.0831301287, other_time: 1.6090660095
epoch time: 5.4437208176s, input_fired_time: 0.0662912205, output_fired_time: 0.0000000000, propagate_forward_time: 5.1012468338, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2761826515
validation[          , genome  6622] predictions:    9680/  10000 (96.80%), best:    9680/10000 (96.80%), error:       988.38196, best error:       988.38196 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 62.1642417908s, input_fired_time: 0.6550191641, output_fired_time: 0.3839710355, propagate_forward_time: 25.7152957916, propagate_backward_time: 33.8142127991, weight_update_time: 0.0823412538, other_time: 1.5957450867
epoch time: 5.5185799599s, input_fired_time: 0.0674412027, output_fired_time: 0.0000000000, propagate_forward_time: 5.1680779457, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2830610275
validation[          , genome  6622] predictions:    9666/  10000 (96.66%), best:    9680/10000 (96.80%), error:      1105.30432, best error:       988.38196 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 62.4596405029s, input_fired_time: 0.6175023317, output_fired_time: 0.3865957260, propagate_forward_time: 25.8726463318, propagate_backward_time: 33.9650840759, weight_update_time: 0.0831044614, other_time: 1.6178092957
epoch time: 5.4501576424s, input_fired_time: 0.0666239113, output_fired_time: 0.0000000000, propagate_forward_time: 5.1075716019, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2759623528
validation[          , genome  6622] predictions:    9698/  10000 (96.98%), best:    9680/10000 (96.80%), error:      1007.25092, best error:       988.38196 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 62.1273727417s, input_fired_time: 0.6164705157, output_fired_time: 0.3843760490, propagate_forward_time: 25.6679458618, propagate_backward_time: 33.8501739502, weight_update_time: 0.0829782560, other_time: 1.6084060669
epoch time: 5.5134673119s, input_fired_time: 0.0662671179, output_fired_time: 0.0000000000, propagate_forward_time: 5.1667275429, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2804727554
validation[          , genome  6622] predictions:    9679/  10000 (96.79%), best:    9680/10000 (96.80%), error:      1040.87415, best error:       988.38196 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 62.5379219055s, input_fired_time: 0.6184580922, output_fired_time: 0.3844493032, propagate_forward_time: 25.8545341492, propagate_backward_time: 34.0362319946, weight_update_time: 0.0841842294, other_time: 1.6442489624
epoch time: 5.4447960854s, input_fired_time: 0.0648628697, output_fired_time: 0.0000000000, propagate_forward_time: 5.1055178642, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2744154930
validation[          , genome  6622] predictions:    9699/  10000 (96.99%), best:    9680/10000 (96.80%), error:      1022.36316, best error:       988.38196 on epoch:    23, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 62.2572479248s, input_fired_time: 0.6114993691, output_fired_time: 0.3818954825, propagate_forward_time: 25.6907863617, propagate_backward_time: 33.9819793701, weight_update_time: 0.0847199559, other_time: 1.5910873413
epoch time: 5.4542689323s, input_fired_time: 0.0657283515, output_fired_time: 0.0000000000, propagate_forward_time: 5.1148452759, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2736954689
validation[          , genome  6622] predictions:    9672/  10000 (96.72%), best:    9680/10000 (96.80%), error:      1104.57336, best error:       988.38196 on epoch:    23, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 62.4791908264s, input_fired_time: 0.6130978465, output_fired_time: 0.3867059648, propagate_forward_time: 25.7183380127, propagate_backward_time: 34.1423568726, weight_update_time: 0.0830485150, other_time: 1.6186904907
epoch time: 5.4585709572s, input_fired_time: 0.0674917102, output_fired_time: 0.0000000000, propagate_forward_time: 5.1138005257, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2772789001
validation[          , genome  6622] predictions:    9696/  10000 (96.96%), best:    9696/10000 (96.96%), error:       981.39270, best error:       981.39270 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 62.3991317749s, input_fired_time: 0.6188844442, output_fired_time: 0.3817661107, propagate_forward_time: 25.7061347961, propagate_backward_time: 34.0766143799, weight_update_time: 0.0811762810, other_time: 1.6157302856
epoch time: 5.4574961662s, input_fired_time: 0.0667233765, output_fired_time: 0.0000000000, propagate_forward_time: 5.1155586243, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2752141953
validation[          , genome  6622] predictions:    9681/  10000 (96.81%), best:    9696/10000 (96.96%), error:      1000.66187, best error:       981.39270 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 62.0815429688s, input_fired_time: 0.6374820471, output_fired_time: 0.3907269537, propagate_forward_time: 25.5744075775, propagate_backward_time: 33.8968429565, weight_update_time: 0.0806616768, other_time: 1.5820846558
epoch time: 5.4970932007s, input_fired_time: 0.0668277517, output_fired_time: 0.0000000000, propagate_forward_time: 5.1494941711, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2807712555
validation[          , genome  6622] predictions:    9650/  10000 (96.50%), best:    9696/10000 (96.96%), error:      1158.47144, best error:       981.39270 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 62.4469718933s, input_fired_time: 0.6222819090, output_fired_time: 0.3900931776, propagate_forward_time: 25.6828804016, propagate_backward_time: 34.1579284668, weight_update_time: 0.0801098719, other_time: 1.5937881470
epoch time: 5.5188980103s, input_fired_time: 0.0676045641, output_fired_time: 0.0000000000, propagate_forward_time: 5.1706695557, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2806239128
validation[          , genome  6622] predictions:    9694/  10000 (96.94%), best:    9696/10000 (96.96%), error:      1008.75128, best error:       981.39270 on epoch:    29, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 62.3409156799s, input_fired_time: 0.6164080501, output_fired_time: 0.3798221052, propagate_forward_time: 25.6827278137, propagate_backward_time: 34.0816268921, weight_update_time: 0.0817491859, other_time: 1.5803298950
epoch time: 5.4518761635s, input_fired_time: 0.0677388459, output_fired_time: 0.0000000000, propagate_forward_time: 5.1068453789, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2772917747
validation[          , genome  6622] predictions:    9700/  10000 (97.00%), best:    9696/10000 (96.96%), error:       990.70227, best error:       981.39270 on epoch:    29, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 62.3626289368s, input_fired_time: 0.6181840897, output_fired_time: 0.3820082843, propagate_forward_time: 25.6482009888, propagate_backward_time: 34.1219520569, weight_update_time: 0.0808503926, other_time: 1.5922851562
epoch time: 5.4558072090s, input_fired_time: 0.0662914887, output_fired_time: 0.0000000000, propagate_forward_time: 5.1134996414, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2760162354
validation[          , genome  6622] predictions:    9669/  10000 (96.69%), best:    9696/10000 (96.96%), error:      1011.79944, best error:       981.39270 on epoch:    29, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 62.7643394470s, input_fired_time: 0.6152132154, output_fired_time: 0.3827494085, propagate_forward_time: 25.7852458954, propagate_backward_time: 34.3637466431, weight_update_time: 0.0826416910, other_time: 1.6173858643
epoch time: 5.4518899918s, input_fired_time: 0.0663862750, output_fired_time: 0.0000000000, propagate_forward_time: 5.1091070175, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2763967514
validation[          , genome  6622] predictions:    9709/  10000 (97.09%), best:    9709/10000 (97.09%), error:       940.09302, best error:       940.09302 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 62.4802436829s, input_fired_time: 0.6170371175, output_fired_time: 0.3805882931, propagate_forward_time: 25.6814060211, propagate_backward_time: 34.1918830872, weight_update_time: 0.0794794187, other_time: 1.6093254089
epoch time: 5.4677042961s, input_fired_time: 0.0665370598, output_fired_time: 0.0000000000, propagate_forward_time: 5.1254787445, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2756886482
validation[          , genome  6622] predictions:    9728/  10000 (97.28%), best:    9728/10000 (97.28%), error:       909.49353, best error:       909.49353 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 62.6634864807s, input_fired_time: 0.6188435555, output_fired_time: 0.3822833002, propagate_forward_time: 25.7073268890, propagate_backward_time: 34.3538513184, weight_update_time: 0.0816074982, other_time: 1.6011810303
epoch time: 5.5101819038s, input_fired_time: 0.0680166632, output_fired_time: 0.0000000000, propagate_forward_time: 5.1591324806, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2830328941
validation[          , genome  6622] predictions:    9712/  10000 (97.12%), best:    9728/10000 (97.28%), error:       952.96545, best error:       909.49353 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 62.4840927124s, input_fired_time: 0.6132755280, output_fired_time: 0.3806738853, propagate_forward_time: 25.6519317627, propagate_backward_time: 34.2580680847, weight_update_time: 0.0815816596, other_time: 1.5801467896
epoch time: 5.4655098915s, input_fired_time: 0.0654802322, output_fired_time: 0.0000000000, propagate_forward_time: 5.1259708405, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2740588188
validation[          , genome  6622] predictions:    9685/  10000 (96.85%), best:    9728/10000 (97.28%), error:       994.03101, best error:       909.49353 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 62.5834121704s, input_fired_time: 0.6102139950, output_fired_time: 0.3833782375, propagate_forward_time: 25.6213607788, propagate_backward_time: 34.3989486694, weight_update_time: 0.0847862512, other_time: 1.5695114136
epoch time: 5.4716005325s, input_fired_time: 0.0661882833, output_fired_time: 0.0000000000, propagate_forward_time: 5.1291918755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2762203217
validation[          , genome  6622] predictions:    9693/  10000 (96.93%), best:    9728/10000 (97.28%), error:      1015.42236, best error:       909.49353 on epoch:    36, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 62.9234390259s, input_fired_time: 0.6247053742, output_fired_time: 0.3864955008, propagate_forward_time: 25.7885608673, propagate_backward_time: 34.5206260681, weight_update_time: 0.0811149329, other_time: 1.6030540466
epoch time: 5.5273199081s, input_fired_time: 0.0661166757, output_fired_time: 0.0000000000, propagate_forward_time: 5.1801104546, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2810926437
validation[          , genome  6622] predictions:    9696/  10000 (96.96%), best:    9728/10000 (97.28%), error:       953.26038, best error:       909.49353 on epoch:    36, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 62.7681198120s, input_fired_time: 0.6170510054, output_fired_time: 0.3846773505, propagate_forward_time: 25.7329082489, propagate_backward_time: 34.4402198792, weight_update_time: 0.0827592909, other_time: 1.5932655334
epoch time: 5.4660634995s, input_fired_time: 0.0659808069, output_fired_time: 0.0000000000, propagate_forward_time: 5.1267023087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2733802795
validation[          , genome  6622] predictions:    9717/  10000 (97.17%), best:    9717/10000 (97.17%), error:       904.28802, best error:       904.28802 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 62.9167938232s, input_fired_time: 0.6206566691, output_fired_time: 0.3863261044, propagate_forward_time: 25.8230438232, propagate_backward_time: 34.5002212524, weight_update_time: 0.0831580162, other_time: 1.5865478516
epoch time: 5.4366512299s, input_fired_time: 0.0651569217, output_fired_time: 0.0000000000, propagate_forward_time: 5.0994935036, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2720007896
validation[          , genome  6622] predictions:    9687/  10000 (96.87%), best:    9717/10000 (97.17%), error:      1025.88611, best error:       904.28802 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 62.8298416138s, input_fired_time: 0.6166112423, output_fired_time: 0.3866305351, propagate_forward_time: 25.7215194702, propagate_backward_time: 34.5108833313, weight_update_time: 0.0828719661, other_time: 1.5941963196
epoch time: 5.4554181099s, input_fired_time: 0.0668030977, output_fired_time: 0.0000000000, propagate_forward_time: 5.1139287949, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2746863365
validation[          , genome  6622] predictions:    9711/  10000 (97.11%), best:    9717/10000 (97.17%), error:       917.84210, best error:       904.28802 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 62.6500473022s, input_fired_time: 0.6213324070, output_fired_time: 0.3829565644, propagate_forward_time: 25.6407928467, propagate_backward_time: 34.4135322571, weight_update_time: 0.0818474963, other_time: 1.5914306641
epoch time: 5.5752072334s, input_fired_time: 0.0682692006, output_fired_time: 0.0000000000, propagate_forward_time: 5.2224936485, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2844443321
validation[          , genome  6622] predictions:    9687/  10000 (96.87%), best:    9717/10000 (97.17%), error:      1002.60291, best error:       904.28802 on epoch:    41, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 62.7339515686s, input_fired_time: 0.6132245064, output_fired_time: 0.3807355762, propagate_forward_time: 25.6615886688, propagate_backward_time: 34.5002670288, weight_update_time: 0.0830341429, other_time: 1.5781326294
epoch time: 5.4595189095s, input_fired_time: 0.0663538501, output_fired_time: 0.0000000000, propagate_forward_time: 5.1187667847, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2743983269
validation[          , genome  6622] predictions:    9703/  10000 (97.03%), best:    9717/10000 (97.17%), error:       968.41199, best error:       904.28802 on epoch:    41, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 63.0915069580s, input_fired_time: 0.6143167615, output_fired_time: 0.3824358284, propagate_forward_time: 25.8956127167, propagate_backward_time: 34.6249122620, weight_update_time: 0.0839286819, other_time: 1.5742301941
epoch time: 5.4729237556s, input_fired_time: 0.0656971261, output_fired_time: 0.0000000000, propagate_forward_time: 5.1301569939, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2770695686
validation[          , genome  6622] predictions:    9683/  10000 (96.83%), best:    9717/10000 (97.17%), error:      1002.74603, best error:       904.28802 on epoch:    41, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 63.1650962830s, input_fired_time: 0.6346951723, output_fired_time: 0.3845907748, propagate_forward_time: 25.7857608795, propagate_backward_time: 34.7547683716, weight_update_time: 0.0813615173, other_time: 1.6052780151
epoch time: 5.4802355766s, input_fired_time: 0.0664395019, output_fired_time: 0.0000000000, propagate_forward_time: 5.1373014450, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2764945030
validation[          , genome  6622] predictions:    9727/  10000 (97.27%), best:    9717/10000 (97.17%), error:       919.49396, best error:       904.28802 on epoch:    41, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 63.0810127258s, input_fired_time: 0.6139432788, output_fired_time: 0.3832534254, propagate_forward_time: 25.7252788544, propagate_backward_time: 34.7614250183, weight_update_time: 0.0850779116, other_time: 1.5971107483
epoch time: 5.4562611580s, input_fired_time: 0.0677055940, output_fired_time: 0.0000000000, propagate_forward_time: 5.1129674911, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2755880356
validation[          , genome  6622] predictions:    9700/  10000 (97.00%), best:    9717/10000 (97.17%), error:       957.00464, best error:       904.28802 on epoch:    41, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 62.9631195068s, input_fired_time: 0.6156644821, output_fired_time: 0.3825791478, propagate_forward_time: 25.7305412292, propagate_backward_time: 34.6484909058, weight_update_time: 0.0821859613, other_time: 1.5858421326
epoch time: 5.4329538345s, input_fired_time: 0.0666249767, output_fired_time: 0.0000000000, propagate_forward_time: 5.0928320885, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2734966278
validation[          , genome  6622] predictions:    9711/  10000 (97.11%), best:    9717/10000 (97.17%), error:       967.01752, best error:       904.28802 on epoch:    41, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 63.0306587219s, input_fired_time: 0.6246857047, output_fired_time: 0.3816170692, propagate_forward_time: 25.6934356689, propagate_backward_time: 34.7369766235, weight_update_time: 0.0794874951, other_time: 1.5939407349
epoch time: 5.7059044838s, input_fired_time: 0.0658994019, output_fired_time: 0.0000000000, propagate_forward_time: 5.2998108864, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3401942253
validation[          , genome  6622] predictions:    9702/  10000 (97.02%), best:    9717/10000 (97.17%), error:       952.10754, best error:       904.28802 on epoch:    41, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 63.1246528625s, input_fired_time: 0.6130176783, output_fired_time: 0.3818514645, propagate_forward_time: 25.7669944763, propagate_backward_time: 34.7885284424, weight_update_time: 0.0848762095, other_time: 1.5742607117
epoch time: 5.4529600143s, input_fired_time: 0.0656623021, output_fired_time: 0.0000000000, propagate_forward_time: 5.1133580208, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2739396095
validation[          , genome  6622] predictions:    9733/  10000 (97.33%), best:    9733/10000 (97.33%), error:       850.57697, best error:       850.57697 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 62.6743927002s, input_fired_time: 0.6239883304, output_fired_time: 0.3806121051, propagate_forward_time: 25.5730285645, propagate_backward_time: 34.5154724121, weight_update_time: 0.0792071745, other_time: 1.5812911987
epoch time: 5.4733633995s, input_fired_time: 0.0685850531, output_fired_time: 0.0000000000, propagate_forward_time: 5.1232695580, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2815089226
validation[          , genome  6622] predictions:    9699/  10000 (96.99%), best:    9733/10000 (97.33%), error:      1016.65948, best error:       850.57697 on epoch:    51, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 63.1241569519s, input_fired_time: 0.6577359438, output_fired_time: 0.3826907873, propagate_forward_time: 25.7331104279, propagate_backward_time: 34.7630310059, weight_update_time: 0.0838820860, other_time: 1.5875854492
epoch time: 5.5090303421s, input_fired_time: 0.0657390133, output_fired_time: 0.0000000000, propagate_forward_time: 5.1618156433, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2814755440
validation[          , genome  6622] predictions:    9677/  10000 (96.77%), best:    9733/10000 (97.33%), error:       994.63733, best error:       850.57697 on epoch:    51, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 62.8561019897s, input_fired_time: 0.6241071820, output_fired_time: 0.3806469440, propagate_forward_time: 25.5935897827, propagate_backward_time: 34.6812324524, weight_update_time: 0.0798987001, other_time: 1.5765266418
epoch time: 5.4565930367s, input_fired_time: 0.0695332885, output_fired_time: 0.0000000000, propagate_forward_time: 5.1094756126, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2775840759
validation[          , genome  6622] predictions:    9720/  10000 (97.20%), best:    9733/10000 (97.33%), error:       895.16083, best error:       850.57697 on epoch:    51, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 63.3073654175s, input_fired_time: 0.6204037666, output_fired_time: 0.3817042410, propagate_forward_time: 25.8028812408, propagate_backward_time: 34.9220352173, weight_update_time: 0.0821487904, other_time: 1.5803451538
epoch time: 5.5591130257s, input_fired_time: 0.0725087151, output_fired_time: 0.0000000000, propagate_forward_time: 5.1954007149, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2912034988
validation[          , genome  6622] predictions:    9735/  10000 (97.35%), best:    9733/10000 (97.33%), error:       856.16888, best error:       850.57697 on epoch:    51, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 63.2642593384s, input_fired_time: 0.6408390403, output_fired_time: 0.3851523995, propagate_forward_time: 25.8116836548, propagate_backward_time: 34.8130187988, weight_update_time: 0.0802642107, other_time: 1.6135673523
epoch time: 5.4704761505s, input_fired_time: 0.0682689175, output_fired_time: 0.0000000000, propagate_forward_time: 5.1246075630, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2775998116
validation[          , genome  6622] predictions:    9653/  10000 (96.53%), best:    9733/10000 (97.33%), error:      1111.65332, best error:       850.57697 on epoch:    51, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 62.9363746643s, input_fired_time: 0.6282027364, output_fired_time: 0.3815742433, propagate_forward_time: 25.6935443878, propagate_backward_time: 34.6455078125, weight_update_time: 0.0800945088, other_time: 1.5875473022
epoch time: 5.4669561386s, input_fired_time: 0.0684946999, output_fired_time: 0.0000000000, propagate_forward_time: 5.1212744713, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2771868706
validation[          , genome  6622] predictions:    9730/  10000 (97.30%), best:    9733/10000 (97.33%), error:       898.03473, best error:       850.57697 on epoch:    51, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 63.2774848938s, input_fired_time: 0.6196281910, output_fired_time: 0.3817771971, propagate_forward_time: 25.7693576813, propagate_backward_time: 34.9101791382, weight_update_time: 0.0825138688, other_time: 1.5965423584
epoch time: 5.4555273056s, input_fired_time: 0.0670702159, output_fired_time: 0.0000000000, propagate_forward_time: 5.1130495071, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2754077911
validation[          , genome  6622] predictions:    9703/  10000 (97.03%), best:    9733/10000 (97.33%), error:       994.16541, best error:       850.57697 on epoch:    51, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 63.8157081604s, input_fired_time: 0.6287763119, output_fired_time: 0.3860493898, propagate_forward_time: 25.9041671753, propagate_backward_time: 35.2600593567, weight_update_time: 0.0835895166, other_time: 1.6366539001
epoch time: 5.5263776779s, input_fired_time: 0.0678460300, output_fired_time: 0.0000000000, propagate_forward_time: 5.1820363998, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2764954567
validation[          , genome  6622] predictions:    9724/  10000 (97.24%), best:    9733/10000 (97.33%), error:       875.67712, best error:       850.57697 on epoch:    51, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 63.3187751770s, input_fired_time: 0.6218782663, output_fired_time: 0.3829423785, propagate_forward_time: 25.7224426270, propagate_backward_time: 34.9600067139, weight_update_time: 0.0824184045, other_time: 1.6315040588
epoch time: 5.4955282211s, input_fired_time: 0.0663513914, output_fired_time: 0.0000000000, propagate_forward_time: 5.1516799927, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2774968147
validation[          , genome  6622] predictions:    9699/  10000 (96.99%), best:    9733/10000 (97.33%), error:       971.41370, best error:       850.57697 on epoch:    51, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 63.4360809326s, input_fired_time: 0.6173055768, output_fired_time: 0.3843581975, propagate_forward_time: 25.8529624939, propagate_backward_time: 34.9984664917, weight_update_time: 0.0849350244, other_time: 1.5829887390
epoch time: 5.5017123222s, input_fired_time: 0.0670830011, output_fired_time: 0.0000000000, propagate_forward_time: 5.1559801102, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2786493301
validation[          , genome  6622] predictions:    9716/  10000 (97.16%), best:    9733/10000 (97.33%), error:       930.77368, best error:       850.57697 on epoch:    51, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 63.5644264221s, input_fired_time: 0.6269748807, output_fired_time: 0.3850124776, propagate_forward_time: 25.9377841949, propagate_backward_time: 35.0152206421, weight_update_time: 0.0837977082, other_time: 1.5994338989
epoch time: 5.5134139061s, input_fired_time: 0.0683411211, output_fired_time: 0.0000000000, propagate_forward_time: 5.1673426628, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2777299881
validation[          , genome  6622] predictions:    9730/  10000 (97.30%), best:    9730/10000 (97.30%), error:       846.95172, best error:       846.95172 on epoch:    62, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 63.4627494812s, input_fired_time: 0.6340307593, output_fired_time: 0.3856284916, propagate_forward_time: 25.8324260712, propagate_backward_time: 35.0201377869, weight_update_time: 0.0838006288, other_time: 1.5905265808
epoch time: 5.4467320442s, input_fired_time: 0.0681606159, output_fired_time: 0.0000000000, propagate_forward_time: 5.1033644676, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2752070427
validation[          , genome  6622] predictions:    9669/  10000 (96.69%), best:    9730/10000 (97.30%), error:      1056.31433, best error:       846.95172 on epoch:    62, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 63.3646965027s, input_fired_time: 0.6254323125, output_fired_time: 0.3849601150, propagate_forward_time: 25.7446575165, propagate_backward_time: 35.0120391846, weight_update_time: 0.0849410295, other_time: 1.5976104736
epoch time: 5.5270743370s, input_fired_time: 0.0687741414, output_fired_time: 0.0000000000, propagate_forward_time: 5.1770730019, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2812271118
validation[          , genome  6622] predictions:    9638/  10000 (96.38%), best:    9730/10000 (97.30%), error:      1194.20605, best error:       846.95172 on epoch:    62, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 63.7534332275s, input_fired_time: 0.6276303530, output_fired_time: 0.3856258988, propagate_forward_time: 25.8908233643, propagate_backward_time: 35.2533569336, weight_update_time: 0.0847862810, other_time: 1.5959930420
epoch time: 5.5268797874s, input_fired_time: 0.0672693402, output_fired_time: 0.0000000000, propagate_forward_time: 5.1790366173, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2805738449
validation[          , genome  6622] predictions:    9709/  10000 (97.09%), best:    9730/10000 (97.30%), error:       946.47900, best error:       846.95172 on epoch:    62, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 63.5510101318s, input_fired_time: 0.6261709332, output_fired_time: 0.3829291463, propagate_forward_time: 25.7549247742, propagate_backward_time: 35.1822700500, weight_update_time: 0.0818835720, other_time: 1.6047134399
epoch time: 5.5232701302s, input_fired_time: 0.0697317198, output_fired_time: 0.0000000000, propagate_forward_time: 5.1750230789, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2785153389
validation[          , genome  6622] predictions:    9717/  10000 (97.17%), best:    9730/10000 (97.30%), error:       940.57697, best error:       846.95172 on epoch:    62, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 63.4799919128s, input_fired_time: 0.6318904161, output_fired_time: 0.3831156194, propagate_forward_time: 25.8192558289, propagate_backward_time: 35.0319786072, weight_update_time: 0.0832158923, other_time: 1.6137542725
epoch time: 5.6906251907s, input_fired_time: 0.0693738312, output_fired_time: 0.0000000000, propagate_forward_time: 5.3337140083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2875375748
validation[          , genome  6622] predictions:    9722/  10000 (97.22%), best:    9730/10000 (97.30%), error:       948.67578, best error:       846.95172 on epoch:    62, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 64.0623855591s, input_fired_time: 0.6662081480, output_fired_time: 0.4116730392, propagate_forward_time: 25.8996906281, propagate_backward_time: 35.4717254639, weight_update_time: 0.0813349560, other_time: 1.6130905151
epoch time: 5.4729299545s, input_fired_time: 0.0679482520, output_fired_time: 0.0000000000, propagate_forward_time: 5.1309046745, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2740769386
validation[          , genome  6622] predictions:    9736/  10000 (97.36%), best:    9730/10000 (97.30%), error:       883.23157, best error:       846.95172 on epoch:    62, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 63.7006912231s, input_fired_time: 0.6245149374, output_fired_time: 0.3844315708, propagate_forward_time: 25.8330478668, propagate_backward_time: 35.2621917725, weight_update_time: 0.0852628499, other_time: 1.5965042114
epoch time: 5.5735774040s, input_fired_time: 0.0684573799, output_fired_time: 0.0000000000, propagate_forward_time: 5.2016730309, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3034467697
validation[          , genome  6622] predictions:    9739/  10000 (97.39%), best:    9730/10000 (97.30%), error:       863.63873, best error:       846.95172 on epoch:    62, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 63.4573554993s, input_fired_time: 0.6265257001, output_fired_time: 0.3907962143, propagate_forward_time: 25.7096557617, propagate_backward_time: 35.1355171204, weight_update_time: 0.0831442773, other_time: 1.5948600769
epoch time: 5.5316715240s, input_fired_time: 0.0683635846, output_fired_time: 0.0000000000, propagate_forward_time: 5.1881055832, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2752022743
validation[          , genome  6622] predictions:    9701/  10000 (97.01%), best:    9730/10000 (97.30%), error:       950.30402, best error:       846.95172 on epoch:    62, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 63.3668365479s, input_fired_time: 0.6220040917, output_fired_time: 0.3961562216, propagate_forward_time: 25.7106494904, propagate_backward_time: 35.0642433167, weight_update_time: 0.0827962011, other_time: 1.5737800598
epoch time: 5.4477829933s, input_fired_time: 0.0679685622, output_fired_time: 0.0000000000, propagate_forward_time: 5.1040029526, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2758116722
validation[          , genome  6622] predictions:    9669/  10000 (96.69%), best:    9730/10000 (97.30%), error:      1068.99036, best error:       846.95172 on epoch:    62, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 63.5622291565s, input_fired_time: 0.6240463853, output_fired_time: 0.3931519985, propagate_forward_time: 25.7790927887, propagate_backward_time: 35.1748428345, weight_update_time: 0.0855057538, other_time: 1.5910949707
epoch time: 5.4771819115s, input_fired_time: 0.0674500316, output_fired_time: 0.0000000000, propagate_forward_time: 5.1348333359, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2748985291
validation[          , genome  6622] predictions:    9727/  10000 (97.27%), best:    9730/10000 (97.30%), error:       900.72113, best error:       846.95172 on epoch:    62, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 63.6743698120s, input_fired_time: 0.6222305894, output_fired_time: 0.3927028477, propagate_forward_time: 25.7711486816, propagate_backward_time: 35.2983627319, weight_update_time: 0.0843923390, other_time: 1.5899238586
epoch time: 5.4424605370s, input_fired_time: 0.0662270933, output_fired_time: 0.0000000000, propagate_forward_time: 5.1056923866, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2705411911
validation[          , genome  6622] predictions:    9737/  10000 (97.37%), best:    9730/10000 (97.30%), error:       848.79407, best error:       846.95172 on epoch:    62, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 63.1084136963s, input_fired_time: 0.6182697415, output_fired_time: 0.3822003603, propagate_forward_time: 25.6144104004, propagate_backward_time: 34.9201087952, weight_update_time: 0.0856146514, other_time: 1.5734214783
epoch time: 5.4650506973s, input_fired_time: 0.0667704046, output_fired_time: 0.0000000000, propagate_forward_time: 5.1235294342, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2747507095
validation[          , genome  6622] predictions:    9732/  10000 (97.32%), best:    9730/10000 (97.30%), error:       879.14465, best error:       846.95172 on epoch:    62, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 63.7009468079s, input_fired_time: 0.6368729472, output_fired_time: 0.3833824694, propagate_forward_time: 25.8192596436, propagate_backward_time: 35.2051200867, weight_update_time: 0.0834752843, other_time: 1.6563148499
epoch time: 5.4968767166s, input_fired_time: 0.0681201667, output_fired_time: 0.0000000000, propagate_forward_time: 5.1446027756, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2841539383
validation[          , genome  6622] predictions:    9709/  10000 (97.09%), best:    9730/10000 (97.30%), error:       916.19708, best error:       846.95172 on epoch:    62, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 63.3374633789s, input_fired_time: 0.6346618533, output_fired_time: 0.3829624355, propagate_forward_time: 25.7139587402, propagate_backward_time: 35.0071258545, weight_update_time: 0.0815350339, other_time: 1.5987548828
epoch time: 5.4955101013s, input_fired_time: 0.0695517361, output_fired_time: 0.0000000000, propagate_forward_time: 5.1471629143, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2787952423
validation[          , genome  6622] predictions:    9729/  10000 (97.29%), best:    9730/10000 (97.30%), error:       931.38080, best error:       846.95172 on epoch:    62, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 63.5890274048s, input_fired_time: 0.6298955083, output_fired_time: 0.3845930099, propagate_forward_time: 25.7409381866, propagate_backward_time: 35.2242889404, weight_update_time: 0.0835391656, other_time: 1.6093139648
epoch time: 5.4998559952s, input_fired_time: 0.0682295412, output_fired_time: 0.0000000000, propagate_forward_time: 5.1537437439, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2778825760
validation[          , genome  6622] predictions:    9686/  10000 (96.86%), best:    9730/10000 (97.30%), error:       962.45007, best error:       846.95172 on epoch:    62, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 63.3466339111s, input_fired_time: 0.6324070096, output_fired_time: 0.3830380142, propagate_forward_time: 25.6795082092, propagate_backward_time: 35.0549736023, weight_update_time: 0.0814195052, other_time: 1.5967063904
epoch time: 5.5209975243s, input_fired_time: 0.0690638721, output_fired_time: 0.0000000000, propagate_forward_time: 5.1518077850, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3001260757
validation[          , genome  6622] predictions:    9669/  10000 (96.69%), best:    9730/10000 (97.30%), error:      1033.39941, best error:       846.95172 on epoch:    62, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 63.3659400940s, input_fired_time: 0.6308681369, output_fired_time: 0.3833805919, propagate_forward_time: 25.6983871460, propagate_backward_time: 35.0572166443, weight_update_time: 0.0841279998, other_time: 1.5960884094
epoch time: 5.4417982101s, input_fired_time: 0.0673760772, output_fired_time: 0.0000000000, propagate_forward_time: 5.1014895439, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2729325294
validation[          , genome  6622] predictions:    9695/  10000 (96.95%), best:    9730/10000 (97.30%), error:      1004.26599, best error:       846.95172 on epoch:    62, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 64.1994094849s, input_fired_time: 0.6406916976, output_fired_time: 0.3842757642, propagate_forward_time: 25.9859142303, propagate_backward_time: 35.5653152466, weight_update_time: 0.0824332461, other_time: 1.6232147217
epoch time: 5.4489965439s, input_fired_time: 0.0705088973, output_fired_time: 0.0000000000, propagate_forward_time: 5.1022858620, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2762017250
validation[          , genome  6622] predictions:    9673/  10000 (96.73%), best:    9730/10000 (97.30%), error:      1093.86841, best error:       846.95172 on epoch:    62, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 63.7360420227s, input_fired_time: 0.6376096010, output_fired_time: 0.3841594756, propagate_forward_time: 25.8140869141, propagate_backward_time: 35.2880210876, weight_update_time: 0.0835632309, other_time: 1.6121635437
epoch time: 5.4573578835s, input_fired_time: 0.0675921738, output_fired_time: 0.0000000000, propagate_forward_time: 5.1169929504, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2727727890
validation[          , genome  6622] predictions:    9728/  10000 (97.28%), best:    9730/10000 (97.30%), error:       905.85107, best error:       846.95172 on epoch:    62, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 63.6006202698s, input_fired_time: 0.6351318359, output_fired_time: 0.3823366761, propagate_forward_time: 25.8273792267, propagate_backward_time: 35.1235389709, weight_update_time: 0.0819734856, other_time: 1.6322364807
epoch time: 5.4850640297s, input_fired_time: 0.0682915449, output_fired_time: 0.0000000000, propagate_forward_time: 5.1422734261, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2744989395
validation[          , genome  6622] predictions:    9732/  10000 (97.32%), best:    9730/10000 (97.30%), error:       913.15546, best error:       846.95172 on epoch:    62, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 63.4749221802s, input_fired_time: 0.6232621670, output_fired_time: 0.3836317956, propagate_forward_time: 25.6806449890, propagate_backward_time: 35.2039680481, weight_update_time: 0.0861348510, other_time: 1.5834159851
epoch time: 5.4573678970s, input_fired_time: 0.0669656992, output_fired_time: 0.0000000000, propagate_forward_time: 5.1164236069, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2739787102
validation[          , genome  6622] predictions:    9731/  10000 (97.31%), best:    9730/10000 (97.30%), error:       882.70416, best error:       846.95172 on epoch:    62, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 63.6988677979s, input_fired_time: 0.6261355877, output_fired_time: 0.3990171552, propagate_forward_time: 25.8645458221, propagate_backward_time: 35.2134590149, weight_update_time: 0.0857965648, other_time: 1.5957069397
epoch time: 5.4999337196s, input_fired_time: 0.0693413541, output_fired_time: 0.0000000000, propagate_forward_time: 5.1518249512, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2787675858
validation[          , genome  6622] predictions:    9690/  10000 (96.90%), best:    9730/10000 (97.30%), error:      1024.37146, best error:       846.95172 on epoch:    62, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 63.3628311157s, input_fired_time: 0.6389833689, output_fired_time: 0.3835154772, propagate_forward_time: 25.6963558197, propagate_backward_time: 35.0592880249, weight_update_time: 0.0832057372, other_time: 1.5846862793
epoch time: 5.5746841431s, input_fired_time: 0.0699400753, output_fired_time: 0.0000000000, propagate_forward_time: 5.2263646126, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2783794403
validation[          , genome  6622] predictions:    9715/  10000 (97.15%), best:    9730/10000 (97.30%), error:       916.21112, best error:       846.95172 on epoch:    62, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 63.5755805969s, input_fired_time: 0.6398944855, output_fired_time: 0.3850376010, propagate_forward_time: 25.7162609100, propagate_backward_time: 35.2273979187, weight_update_time: 0.0816855431, other_time: 1.6069908142
epoch time: 5.4575643539s, input_fired_time: 0.0691431090, output_fired_time: 0.0000000000, propagate_forward_time: 5.1135702133, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2748508453
validation[          , genome  6622] predictions:    9708/  10000 (97.08%), best:    9730/10000 (97.30%), error:       918.01257, best error:       846.95172 on epoch:    62, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 63.1125068665s, input_fired_time: 0.6289457083, output_fired_time: 0.3813103735, propagate_forward_time: 25.6252880096, propagate_backward_time: 34.8922080994, weight_update_time: 0.0828884766, other_time: 1.5847587585
epoch time: 5.4440164566s, input_fired_time: 0.0675635338, output_fired_time: 0.0000000000, propagate_forward_time: 5.1037421227, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2727108002
validation[          , genome  6622] predictions:    9697/  10000 (96.97%), best:    9730/10000 (97.30%), error:       955.03265, best error:       846.95172 on epoch:    62, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 63.9352378845s, input_fired_time: 0.6357591748, output_fired_time: 0.3845312595, propagate_forward_time: 25.9641551971, propagate_backward_time: 35.3346328735, weight_update_time: 0.0866078585, other_time: 1.6161575317
epoch time: 5.6723704338s, input_fired_time: 0.0693478584, output_fired_time: 0.0000000000, propagate_forward_time: 5.3119959831, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2910265923
validation[          , genome  6622] predictions:    9718/  10000 (97.18%), best:    9730/10000 (97.30%), error:       912.22717, best error:       846.95172 on epoch:    62, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 63.6420555115s, input_fired_time: 0.6334224343, output_fired_time: 0.3880410790, propagate_forward_time: 25.8071498871, propagate_backward_time: 35.2195816040, weight_update_time: 0.0875988230, other_time: 1.5938568115
epoch time: 5.5119199753s, input_fired_time: 0.0688943267, output_fired_time: 0.0000000000, propagate_forward_time: 5.1654915810, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2775340080
validation[          , genome  6622] predictions:    9720/  10000 (97.20%), best:    9730/10000 (97.30%), error:       868.82617, best error:       846.95172 on epoch:    62, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 63.5887756348s, input_fired_time: 0.6235397458, output_fired_time: 0.3877212703, propagate_forward_time: 25.7066631317, propagate_backward_time: 35.2878379822, weight_update_time: 0.0875039026, other_time: 1.5830116272
epoch time: 5.4991064072s, input_fired_time: 0.0688037947, output_fired_time: 0.0000000000, propagate_forward_time: 5.1463704109, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2839322090
validation[          , genome  6622] predictions:    9680/  10000 (96.80%), best:    9730/10000 (97.30%), error:      1098.28809, best error:       846.95172 on epoch:    62, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 63.6277999878s, input_fired_time: 0.6399693489, output_fired_time: 0.3831272721, propagate_forward_time: 25.7865943909, propagate_backward_time: 35.2183532715, weight_update_time: 0.0848976076, other_time: 1.5997543335
epoch time: 5.5021233559s, input_fired_time: 0.0695926249, output_fired_time: 0.0000000000, propagate_forward_time: 5.1492414474, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2832894325
validation[          , genome  6622] predictions:    9703/  10000 (97.03%), best:    9730/10000 (97.30%), error:       940.24481, best error:       846.95172 on epoch:    62, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 63.4136276245s, input_fired_time: 0.6335690022, output_fired_time: 0.3819731474, propagate_forward_time: 25.6856689453, propagate_backward_time: 35.1181945801, weight_update_time: 0.0834886879, other_time: 1.5942230225
epoch time: 5.4573082924s, input_fired_time: 0.0703367442, output_fired_time: 0.0000000000, propagate_forward_time: 5.1098356247, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2771358490
validation[          , genome  6622] predictions:    9685/  10000 (96.85%), best:    9730/10000 (97.30%), error:      1018.77368, best error:       846.95172 on epoch:    62, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 64.0330352783s, input_fired_time: 0.6489500999, output_fired_time: 0.3861412108, propagate_forward_time: 25.9584140778, propagate_backward_time: 35.4149284363, weight_update_time: 0.0862029642, other_time: 1.6245994568
epoch time: 5.4799475670s, input_fired_time: 0.0707897991, output_fired_time: 0.0000000000, propagate_forward_time: 5.1305012703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2786564827
validation[          , genome  6622] predictions:    9727/  10000 (97.27%), best:    9730/10000 (97.30%), error:       903.94769, best error:       846.95172 on epoch:    62, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 63.7057075500s, input_fired_time: 0.6316335201, output_fired_time: 0.3827112019, propagate_forward_time: 25.9190998077, propagate_backward_time: 35.1820297241, weight_update_time: 0.0855251327, other_time: 1.5902328491
epoch time: 5.4802742004s, input_fired_time: 0.0689847097, output_fired_time: 0.0000000000, propagate_forward_time: 5.1278100014, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2834796906
validation[          , genome  6622] predictions:    9711/  10000 (97.11%), best:    9730/10000 (97.30%), error:       967.74237, best error:       846.95172 on epoch:    62, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 63.7009658813s, input_fired_time: 0.6355887055, output_fired_time: 0.3869786859, propagate_forward_time: 25.8164997101, propagate_backward_time: 35.2604141235, weight_update_time: 0.0861991495, other_time: 1.6014862061
epoch time: 5.4918732643s, input_fired_time: 0.0690016299, output_fired_time: 0.0000000000, propagate_forward_time: 5.1464471817, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2764244080
validation[          , genome  6622] predictions:    9666/  10000 (96.66%), best:    9730/10000 (97.30%), error:      1081.04016, best error:       846.95172 on epoch:    62, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 63.3782119751s, input_fired_time: 0.6344662905, output_fired_time: 0.3842265606, propagate_forward_time: 25.6736812592, propagate_backward_time: 35.0881080627, weight_update_time: 0.0873630792, other_time: 1.5977287292
epoch time: 5.4812345505s, input_fired_time: 0.0718550757, output_fired_time: 0.0000000000, propagate_forward_time: 5.1317534447, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2776260376
validation[          , genome  6622] predictions:    9728/  10000 (97.28%), best:    9730/10000 (97.30%), error:       934.63525, best error:       846.95172 on epoch:    62, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 63.2831115723s, input_fired_time: 0.6334973574, output_fired_time: 0.3839881718, propagate_forward_time: 25.7005233765, propagate_backward_time: 34.9703140259, weight_update_time: 0.0866708606, other_time: 1.5947875977
epoch time: 5.4459905624s, input_fired_time: 0.0710135400, output_fired_time: 0.0000000000, propagate_forward_time: 5.0990924835, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2758846283
validation[          , genome  6622] predictions:    9708/  10000 (97.08%), best:    9730/10000 (97.30%), error:       909.19977, best error:       846.95172 on epoch:    62, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 63.7118186951s, input_fired_time: 0.6318657398, output_fired_time: 0.3858837187, propagate_forward_time: 25.7771759033, propagate_backward_time: 35.3237609863, weight_update_time: 0.0888457075, other_time: 1.5931320190
epoch time: 5.4825239182s, input_fired_time: 0.0697991252, output_fired_time: 0.0000000000, propagate_forward_time: 5.1357679367, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2769570351
validation[          , genome  6622] predictions:    9684/  10000 (96.84%), best:    9730/10000 (97.30%), error:      1024.77808, best error:       846.95172 on epoch:    62, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 64.2265625000s, input_fired_time: 0.6419997215, output_fired_time: 0.3896561861, propagate_forward_time: 26.0288486481, propagate_backward_time: 35.5565948486, weight_update_time: 0.0898533911, other_time: 1.6094665527
epoch time: 5.4678292274s, input_fired_time: 0.0691914484, output_fired_time: 0.0000000000, propagate_forward_time: 5.1238617897, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2747759819
validation[          , genome  6622] predictions:    9704/  10000 (97.04%), best:    9730/10000 (97.30%), error:       941.30377, best error:       846.95172 on epoch:    62, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 63.2723999023s, input_fired_time: 0.6337959170, output_fired_time: 0.3828971088, propagate_forward_time: 25.6621818542, propagate_backward_time: 34.9917678833, weight_update_time: 0.0869766399, other_time: 1.6017570496
epoch time: 5.4467606544s, input_fired_time: 0.0704875737, output_fired_time: 0.0000000000, propagate_forward_time: 5.1016879082, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2745852470
validation[          , genome  6622] predictions:    9713/  10000 (97.13%), best:    9730/10000 (97.30%), error:       927.02606, best error:       846.95172 on epoch:    62, 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: 27.4254417419s, input_fired_time: 0.3470839560, output_fired_time: 0.0000000000, propagate_forward_time: 25.6443443298, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4340133667
best training[          , genome  6622] predictions:   49459/  50000 (98.92%), best:    9730/10000 (97.30%), error:      2087.93506, best error:       846.95172 on epoch:    62, 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: 5.4734258652s, input_fired_time: 0.0681464225, output_fired_time: 0.0000000000, propagate_forward_time: 5.1261978149, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2790818214
   testing[          , genome  6622] predictions:    9755/  10000 (97.55%), best:    9730/10000 (97.30%), error:       803.96118, best error:       846.95172 on epoch:    62, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
00:51:04 (15318): called boinc_finish(0)

</stderr_txt>
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