Nameexact_genome_1512568488_42_2112_1
Workunit2581749
Created6 Dec 2017, 22:07:03 UTC
Sent6 Dec 2017, 22:10:38 UTC
Report deadline10 Dec 2017, 10:49:01 UTC
Received8 Dec 2017, 0:11:41 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID65413
Run time1 hours 29 min 58 sec
CPU time1 hours 29 min 54 sec
Validate stateValid
Credit881.67
Device peak FLOPS3.78 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size149.89 MB
Peak swap size151.15 MB
Peak disk usage1.02 MB

Stderr output

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

epoch time: 49.0496177673s, input_fired_time: 0.4298650026, output_fired_time: 0.2882419527, propagate_forward_time: 20.9318866730, propagate_backward_time: 25.7466926575, weight_update_time: 0.0710751116, other_time: 1.6529293060
epoch time: 5.4632573128s, input_fired_time: 0.0561462007, output_fired_time: 0.0000000000, propagate_forward_time: 5.0650439262, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3420672417
validation[          , genome  2112] predictions:    9494/  10000 (94.94%), best:    9476/10000 (94.76%), error:      1819.38916, best error:      1798.39636 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 49.1763687134s, input_fired_time: 0.4318371117, output_fired_time: 0.2878695130, propagate_forward_time: 20.9902286530, propagate_backward_time: 25.7845611572, weight_update_time: 0.0716305152, other_time: 1.6818714142
epoch time: 5.3281035423s, input_fired_time: 0.0545317382, output_fired_time: 0.0000000000, propagate_forward_time: 4.9367842674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3367877007
validation[          , genome  2112] predictions:    9472/  10000 (94.72%), best:    9476/10000 (94.76%), error:      1836.66626, best error:      1798.39636 on epoch:    11, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 51.1476974487s, input_fired_time: 0.4430740178, output_fired_time: 0.2986041605, propagate_forward_time: 21.8512763977, propagate_backward_time: 26.8056468964, weight_update_time: 0.0762915388, other_time: 1.7490978241
epoch time: 4.2574577332s, input_fired_time: 0.0459807664, output_fired_time: 0.0000000000, propagate_forward_time: 3.9272711277, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2842056751
validation[          , genome  2112] predictions:    9459/  10000 (94.59%), best:    9476/10000 (94.76%), error:      1808.89551, best error:      1798.39636 on epoch:    11, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 49.0566787720s, input_fired_time: 0.4331742823, output_fired_time: 0.2879810929, propagate_forward_time: 20.9795742035, propagate_backward_time: 25.6910877228, weight_update_time: 0.0711085051, other_time: 1.6648597717
epoch time: 4.4596152306s, input_fired_time: 0.0471788459, output_fired_time: 0.0000000000, propagate_forward_time: 4.1230435371, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2893929482
validation[          , genome  2112] predictions:    9506/  10000 (95.06%), best:    9506/10000 (95.06%), error:      1745.24109, best error:      1745.24109 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 50.4930191040s, input_fired_time: 0.4452564716, output_fired_time: 0.2951070070, propagate_forward_time: 21.5949554443, propagate_backward_time: 26.4214401245, weight_update_time: 0.0735911578, other_time: 1.7362594604
epoch time: 4.6149296761s, input_fired_time: 0.0498237498, output_fired_time: 0.0000000000, propagate_forward_time: 4.2637977600, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3013081551
validation[          , genome  2112] predictions:    9456/  10000 (94.56%), best:    9506/10000 (95.06%), error:      1838.10254, best error:      1745.24109 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 55.4213790894s, input_fired_time: 0.4686889350, output_fired_time: 0.3214892745, propagate_forward_time: 23.7365245819, propagate_backward_time: 29.0558280945, weight_update_time: 0.0791663453, other_time: 1.8388500214
epoch time: 5.8431005478s, input_fired_time: 0.0585802719, output_fired_time: 0.0000000000, propagate_forward_time: 5.4247217178, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3597984314
validation[          , genome  2112] predictions:    9489/  10000 (94.89%), best:    9506/10000 (95.06%), error:      1754.77063, best error:      1745.24109 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 48.3040809631s, input_fired_time: 0.4288554788, output_fired_time: 0.2854238749, propagate_forward_time: 20.6772689819, propagate_backward_time: 25.2665367126, weight_update_time: 0.0698673427, other_time: 1.6459960938
epoch time: 3.8715243340s, input_fired_time: 0.0431222431, output_fired_time: 0.0000000000, propagate_forward_time: 3.5703492165, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2580528259
validation[          , genome  2112] predictions:    9496/  10000 (94.96%), best:    9506/10000 (95.06%), error:      1759.52686, best error:      1745.24109 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 54.4406433105s, input_fired_time: 0.4656980336, output_fired_time: 0.3140339553, propagate_forward_time: 23.3389511108, propagate_backward_time: 28.4760417938, weight_update_time: 0.0784351304, other_time: 1.8459186554
epoch time: 5.6584844589s, input_fired_time: 0.0582037494, output_fired_time: 0.0000000000, propagate_forward_time: 5.2455568314, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3547239304
validation[          , genome  2112] predictions:    9466/  10000 (94.66%), best:    9506/10000 (95.06%), error:      1768.23865, best error:      1745.24109 on epoch:    17, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 48.0904083252s, input_fired_time: 0.4311180711, output_fired_time: 0.2844795585, propagate_forward_time: 20.6031665802, propagate_backward_time: 25.1023254395, weight_update_time: 0.0699326843, other_time: 1.6693172455
epoch time: 4.0066399574s, input_fired_time: 0.0446701869, output_fired_time: 0.0000000000, propagate_forward_time: 3.6978342533, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2641355991
validation[          , genome  2112] predictions:    9500/  10000 (95.00%), best:    9506/10000 (95.06%), error:      1764.71973, best error:      1745.24109 on epoch:    17, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 43.1793632507s, input_fired_time: 0.4020816982, output_fired_time: 0.2594279051, propagate_forward_time: 18.3128547668, propagate_backward_time: 22.6808567047, weight_update_time: 0.0632387847, other_time: 1.5241451263
epoch time: 3.9646830559s, input_fired_time: 0.0433412381, output_fired_time: 0.0000000000, propagate_forward_time: 3.6598296165, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2615122795
validation[          , genome  2112] predictions:    9464/  10000 (94.64%), best:    9506/10000 (95.06%), error:      1793.86694, best error:      1745.24109 on epoch:    17, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 44.1488876343s, input_fired_time: 0.4129800200, output_fired_time: 0.2655358315, propagate_forward_time: 18.7950630188, propagate_backward_time: 23.0973987579, weight_update_time: 0.0656360537, other_time: 1.5779094696
epoch time: 5.3617148399s, input_fired_time: 0.0558902174, output_fired_time: 0.0000000000, propagate_forward_time: 4.9678606987, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3379640579
validation[          , genome  2112] predictions:    9512/  10000 (95.12%), best:    9512/10000 (95.12%), error:      1684.93726, best error:      1684.93726 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 51.8716011047s, input_fired_time: 0.4515233934, output_fired_time: 0.3026254773, propagate_forward_time: 22.2235679626, propagate_backward_time: 27.1149845123, weight_update_time: 0.0768713877, other_time: 1.7789020538
epoch time: 5.6060252190s, input_fired_time: 0.0572724082, output_fired_time: 0.0000000000, propagate_forward_time: 5.1949858665, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3537669182
validation[          , genome  2112] predictions:    9435/  10000 (94.35%), best:    9512/10000 (95.12%), error:      1875.74451, best error:      1684.93726 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 52.0474662781s, input_fired_time: 0.4496160448, output_fired_time: 0.3026482165, propagate_forward_time: 22.2735557556, propagate_backward_time: 27.2509403229, weight_update_time: 0.0752732903, other_time: 1.7707080841
epoch time: 5.8449664116s, input_fired_time: 0.0601932630, output_fired_time: 0.0000000000, propagate_forward_time: 5.4219646454, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3628087044
validation[          , genome  2112] predictions:    9468/  10000 (94.68%), best:    9512/10000 (95.12%), error:      1792.82227, best error:      1684.93726 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 49.4979362488s, input_fired_time: 0.4370082021, output_fired_time: 0.2891353965, propagate_forward_time: 21.1728477478, propagate_backward_time: 25.8965377808, weight_update_time: 0.0716409534, other_time: 1.7024078369
epoch time: 5.8450460434s, input_fired_time: 0.0601276271, output_fired_time: 0.0000000000, propagate_forward_time: 5.4203948975, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3645234108
validation[          , genome  2112] predictions:    9485/  10000 (94.85%), best:    9512/10000 (95.12%), error:      1738.21729, best error:      1684.93726 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 48.3044586182s, input_fired_time: 0.4323309362, output_fired_time: 0.2845675349, propagate_forward_time: 20.7011260986, propagate_backward_time: 25.2271709442, weight_update_time: 0.0702420548, other_time: 1.6592617035
epoch time: 4.0843057632s, input_fired_time: 0.0449597985, output_fired_time: 0.0000000000, propagate_forward_time: 3.7731902599, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2661554813
validation[          , genome  2112] predictions:    9503/  10000 (95.03%), best:    9503/10000 (95.03%), error:      1678.84277, best error:      1678.84277 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 60.2917938232s, input_fired_time: 0.4938668609, output_fired_time: 0.3427183628, propagate_forward_time: 25.9679317474, propagate_backward_time: 31.5324993134, weight_update_time: 0.0854590088, other_time: 1.9547748566
epoch time: 5.8485865593s, input_fired_time: 0.0596414022, output_fired_time: 0.0000000000, propagate_forward_time: 5.4298572540, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3590879440
validation[          , genome  2112] predictions:    9505/  10000 (95.05%), best:    9503/10000 (95.03%), error:      1695.90747, best error:      1678.84277 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 57.5963706970s, input_fired_time: 0.4796497524, output_fired_time: 0.3304020166, propagate_forward_time: 24.7310981750, propagate_backward_time: 30.1706943512, weight_update_time: 0.0822964013, other_time: 1.8845272064
epoch time: 4.4100317955s, input_fired_time: 0.0477116778, output_fired_time: 0.0000000000, propagate_forward_time: 4.0767207146, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2855992317
validation[          , genome  2112] predictions:    9506/  10000 (95.06%), best:    9503/10000 (95.03%), error:      1697.89758, best error:      1678.84277 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 47.2408103943s, input_fired_time: 0.4253610075, output_fired_time: 0.2792524397, propagate_forward_time: 20.2032833099, propagate_backward_time: 24.7404117584, weight_update_time: 0.0687047243, other_time: 1.5925025940
epoch time: 4.4431490898s, input_fired_time: 0.0482654497, output_fired_time: 0.0000000000, propagate_forward_time: 4.1027665138, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2921171188
validation[          , genome  2112] predictions:    9503/  10000 (95.03%), best:    9503/10000 (95.03%), error:      1704.09888, best error:      1678.84277 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 47.7633399963s, input_fired_time: 0.4321311116, output_fired_time: 0.2831471264, propagate_forward_time: 20.4470462799, propagate_backward_time: 24.9509906769, weight_update_time: 0.0696741119, other_time: 1.6500244141
epoch time: 4.0647649765s, input_fired_time: 0.0451910533, output_fired_time: 0.0000000000, propagate_forward_time: 3.7508900166, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2686836720
validation[          , genome  2112] predictions:    9521/  10000 (95.21%), best:    9521/10000 (95.21%), error:      1615.03369, best error:      1615.03369 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 58.7386627197s, input_fired_time: 0.4877660871, output_fired_time: 0.3361635208, propagate_forward_time: 25.2036552429, propagate_backward_time: 30.7703609467, weight_update_time: 0.0838352367, other_time: 1.9407176971
epoch time: 5.8506479263s, input_fired_time: 0.0599380322, output_fired_time: 0.0000000000, propagate_forward_time: 5.4271383286, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3635716438
validation[          , genome  2112] predictions:    9523/  10000 (95.23%), best:    9521/10000 (95.21%), error:      1620.47705, best error:      1615.03369 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 47.4870491028s, input_fired_time: 0.4288347363, output_fired_time: 0.2816964686, propagate_forward_time: 20.2601261139, propagate_backward_time: 24.9016685486, weight_update_time: 0.0694325715, other_time: 1.6147251129
epoch time: 4.3275766373s, input_fired_time: 0.0468515791, output_fired_time: 0.0000000000, propagate_forward_time: 4.0010299683, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2796950340
validation[          , genome  2112] predictions:    9506/  10000 (95.06%), best:    9521/10000 (95.21%), error:      1688.83691, best error:      1615.03369 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 49.3097915649s, input_fired_time: 0.4404919446, output_fired_time: 0.2895381749, propagate_forward_time: 21.0663795471, propagate_backward_time: 25.8465538025, weight_update_time: 0.0715038627, other_time: 1.6668281555
epoch time: 3.9512956142s, input_fired_time: 0.0448166318, output_fired_time: 0.0000000000, propagate_forward_time: 3.6437661648, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2627127171
validation[          , genome  2112] predictions:    9542/  10000 (95.42%), best:    9542/10000 (95.42%), error:      1585.44470, best error:      1585.44470 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 50.1719284058s, input_fired_time: 0.4433316290, output_fired_time: 0.2943602800, propagate_forward_time: 21.5195369720, propagate_backward_time: 26.1958122253, weight_update_time: 0.0728028417, other_time: 1.7188854218
epoch time: 4.1707243919s, input_fired_time: 0.0474576913, output_fired_time: 0.0000000000, propagate_forward_time: 3.8454654217, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2778012753
validation[          , genome  2112] predictions:    9501/  10000 (95.01%), best:    9542/10000 (95.42%), error:      1650.82458, best error:      1585.44470 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 45.4164276123s, input_fired_time: 0.4192906916, output_fired_time: 0.2755403221, propagate_forward_time: 19.3313274384, propagate_backward_time: 23.7941169739, weight_update_time: 0.0667711794, other_time: 1.5961513519
epoch time: 3.9491970539s, input_fired_time: 0.0439239219, output_fired_time: 0.0000000000, propagate_forward_time: 3.6383588314, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2669143677
validation[          , genome  2112] predictions:    9533/  10000 (95.33%), best:    9542/10000 (95.42%), error:      1589.67395, best error:      1585.44470 on epoch:    35, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 52.3668632507s, input_fired_time: 0.4475952387, output_fired_time: 0.3008471429, propagate_forward_time: 22.4020500183, propagate_backward_time: 27.4787845612, weight_update_time: 0.0744478405, other_time: 1.7375888824
epoch time: 5.6502642632s, input_fired_time: 0.0566620417, output_fired_time: 0.0000000000, propagate_forward_time: 5.2475967407, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3460054398
validation[          , genome  2112] predictions:    9467/  10000 (94.67%), best:    9542/10000 (95.42%), error:      1727.70264, best error:      1585.44470 on epoch:    35, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 53.6924209595s, input_fired_time: 0.4556278884, output_fired_time: 0.3122546077, propagate_forward_time: 23.0389728546, propagate_backward_time: 28.0957164764, weight_update_time: 0.0762142614, other_time: 1.7898483276
epoch time: 4.9820723534s, input_fired_time: 0.0512813888, output_fired_time: 0.0000000000, propagate_forward_time: 4.6036934853, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3270974159
validation[          , genome  2112] predictions:    9498/  10000 (94.98%), best:    9542/10000 (95.42%), error:      1662.31726, best error:      1585.44470 on epoch:    35, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 54.3917503357s, input_fired_time: 0.4611667693, output_fired_time: 0.3166953027, propagate_forward_time: 23.3912410736, propagate_backward_time: 28.3907260895, weight_update_time: 0.0779714435, other_time: 1.8319206238
epoch time: 4.1390662193s, input_fired_time: 0.0446077362, output_fired_time: 0.0000000000, propagate_forward_time: 3.8225777149, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2718808651
validation[          , genome  2112] predictions:    9537/  10000 (95.37%), best:    9542/10000 (95.42%), error:      1591.54700, best error:      1585.44470 on epoch:    35, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 47.7165107727s, input_fired_time: 0.4283893108, output_fired_time: 0.2802952230, propagate_forward_time: 20.3736362457, propagate_backward_time: 25.0024166107, weight_update_time: 0.0693560913, other_time: 1.6317710876
epoch time: 4.1396923065s, input_fired_time: 0.0456958227, output_fired_time: 0.0000000000, propagate_forward_time: 3.8194060326, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2745904922
validation[          , genome  2112] predictions:    9522/  10000 (95.22%), best:    9542/10000 (95.42%), error:      1602.86462, best error:      1585.44470 on epoch:    35, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 44.5727767944s, input_fired_time: 0.4130100608, output_fired_time: 0.2664850354, propagate_forward_time: 18.9754028320, propagate_backward_time: 23.3694057465, weight_update_time: 0.0655495226, other_time: 1.5484752655
epoch time: 4.0170164108s, input_fired_time: 0.0449541174, output_fired_time: 0.0000000000, propagate_forward_time: 3.7003202438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2717421055
validation[          , genome  2112] predictions:    9556/  10000 (95.56%), best:    9556/10000 (95.56%), error:      1583.71741, best error:      1583.71741 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 43.4617347717s, input_fired_time: 0.4071946740, output_fired_time: 0.2602058053, propagate_forward_time: 18.4995784760, propagate_backward_time: 22.7664413452, weight_update_time: 0.0643088520, other_time: 1.5283145905
epoch time: 4.1153240204s, input_fired_time: 0.0452830978, output_fired_time: 0.0000000000, propagate_forward_time: 3.8024518490, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2675888538
validation[          , genome  2112] predictions:    9524/  10000 (95.24%), best:    9556/10000 (95.56%), error:      1594.85901, best error:      1583.71741 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 43.5342483521s, input_fired_time: 0.4077690840, output_fired_time: 0.2619142234, propagate_forward_time: 18.5175647736, propagate_backward_time: 22.8190860748, weight_update_time: 0.0642911866, other_time: 1.5279159546
epoch time: 4.0477519035s, input_fired_time: 0.0456154682, output_fired_time: 0.0000000000, propagate_forward_time: 3.7344555855, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2676806450
validation[          , genome  2112] predictions:    9443/  10000 (94.43%), best:    9556/10000 (95.56%), error:      1841.69678, best error:      1583.71741 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 43.9336891174s, input_fired_time: 0.4119902551, output_fired_time: 0.2634074688, propagate_forward_time: 18.7004585266, propagate_backward_time: 23.0300960541, weight_update_time: 0.0650589466, other_time: 1.5277347565
epoch time: 4.0349206924s, input_fired_time: 0.0458516069, output_fired_time: 0.0000000000, propagate_forward_time: 3.7248752117, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2641937733
validation[          , genome  2112] predictions:    9516/  10000 (95.16%), best:    9556/10000 (95.56%), error:      1614.14221, best error:      1583.71741 on epoch:    42, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 45.2909393311s, input_fired_time: 0.4248442948, output_fired_time: 0.2687855065, propagate_forward_time: 19.4158172607, propagate_backward_time: 23.5761299133, weight_update_time: 0.0672777444, other_time: 1.6053619385
epoch time: 3.9617567062s, input_fired_time: 0.0448154174, output_fired_time: 0.0000000000, propagate_forward_time: 3.6548397541, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2621016502
validation[          , genome  2112] predictions:    9456/  10000 (94.56%), best:    9556/10000 (95.56%), error:      1741.40601, best error:      1583.71741 on epoch:    42, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 51.3072586060s, input_fired_time: 0.4509287477, output_fired_time: 0.2972015440, propagate_forward_time: 21.9412574768, propagate_backward_time: 26.9070549011, weight_update_time: 0.0735905021, other_time: 1.7108154297
epoch time: 5.6247320175s, input_fired_time: 0.0582895353, output_fired_time: 0.0000000000, propagate_forward_time: 5.2173209190, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3491215706
validation[          , genome  2112] predictions:    9542/  10000 (95.42%), best:    9542/10000 (95.42%), error:      1573.75024, best error:      1573.75024 on epoch:    47, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 52.7176628113s, input_fired_time: 0.4604229033, output_fired_time: 0.3024856448, propagate_forward_time: 22.6050739288, propagate_backward_time: 27.6048393250, weight_update_time: 0.0756187066, other_time: 1.7448406219
epoch time: 4.1557722092s, input_fired_time: 0.0487653017, output_fired_time: 0.0000000000, propagate_forward_time: 3.8289141655, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2780928612
validation[          , genome  2112] predictions:    9447/  10000 (94.47%), best:    9542/10000 (95.42%), error:      1906.31934, best error:      1573.75024 on epoch:    47, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 52.8583908081s, input_fired_time: 0.4615878761, output_fired_time: 0.3033848405, propagate_forward_time: 22.6584587097, propagate_backward_time: 27.6826419830, weight_update_time: 0.0763892755, other_time: 1.7523174286
epoch time: 4.0683784485s, input_fired_time: 0.0460872017, output_fired_time: 0.0000000000, propagate_forward_time: 3.7552330494, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2670581341
validation[          , genome  2112] predictions:    9486/  10000 (94.86%), best:    9542/10000 (95.42%), error:      1717.47290, best error:      1573.75024 on epoch:    47, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 43.6855201721s, input_fired_time: 0.4135733247, output_fired_time: 0.2603313327, propagate_forward_time: 18.6020278931, propagate_backward_time: 22.8904628754, weight_update_time: 0.0647540614, other_time: 1.5191249847
epoch time: 5.0947918892s, input_fired_time: 0.0523919761, output_fired_time: 0.0000000000, propagate_forward_time: 4.7217521667, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3206477165
validation[          , genome  2112] predictions:    9549/  10000 (95.49%), best:    9549/10000 (95.49%), error:      1546.65613, best error:      1546.65613 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 47.2763557434s, input_fired_time: 0.4309971929, output_fired_time: 0.2768179178, propagate_forward_time: 20.2231540680, propagate_backward_time: 24.7336502075, weight_update_time: 0.0692178160, other_time: 1.6117382050
epoch time: 3.9882750511s, input_fired_time: 0.0450532809, output_fired_time: 0.0000000000, propagate_forward_time: 3.6853106022, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2579112053
validation[          , genome  2112] predictions:    9563/  10000 (95.63%), best:    9563/10000 (95.63%), error:      1494.31970, best error:      1494.31970 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 48.5995903015s, input_fired_time: 0.4362525046, output_fired_time: 0.2843224704, propagate_forward_time: 20.7596244812, propagate_backward_time: 25.4824676514, weight_update_time: 0.0712408498, other_time: 1.6369247437
epoch time: 4.1029667854s, input_fired_time: 0.0467201397, output_fired_time: 0.0000000000, propagate_forward_time: 3.7834491730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2727975845
validation[          , genome  2112] predictions:    9507/  10000 (95.07%), best:    9563/10000 (95.63%), error:      1684.93811, best error:      1494.31970 on epoch:    51, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 43.8953399658s, input_fired_time: 0.4124698937, output_fired_time: 0.2633001208, propagate_forward_time: 18.6420116425, propagate_backward_time: 23.0580253601, weight_update_time: 0.0650007278, other_time: 1.5195293427
epoch time: 4.0296769142s, input_fired_time: 0.0453540795, output_fired_time: 0.0000000000, propagate_forward_time: 3.7198331356, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2644896507
validation[          , genome  2112] predictions:    9509/  10000 (95.09%), best:    9563/10000 (95.63%), error:      1623.83691, best error:      1494.31970 on epoch:    51, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 43.8759117126s, input_fired_time: 0.4150494635, output_fired_time: 0.2630056441, propagate_forward_time: 18.7239627838, propagate_backward_time: 22.9480628967, weight_update_time: 0.0653360933, other_time: 1.5258312225
epoch time: 4.0861234665s, input_fired_time: 0.0458971411, output_fired_time: 0.0000000000, propagate_forward_time: 3.7736542225, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2665722370
validation[          , genome  2112] predictions:    9508/  10000 (95.08%), best:    9563/10000 (95.63%), error:      1635.49707, best error:      1494.31970 on epoch:    51, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 47.8803939819s, input_fired_time: 0.4367167354, output_fired_time: 0.2812638879, propagate_forward_time: 20.4156208038, propagate_backward_time: 25.1184558868, weight_update_time: 0.0701083019, other_time: 1.6283340454
epoch time: 5.1456170082s, input_fired_time: 0.0541575700, output_fired_time: 0.0000000000, propagate_forward_time: 4.7675809860, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3238782883
validation[          , genome  2112] predictions:    9524/  10000 (95.24%), best:    9563/10000 (95.63%), error:      1604.30176, best error:      1494.31970 on epoch:    51, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 53.7511138916s, input_fired_time: 0.4571192861, output_fired_time: 0.3071602285, propagate_forward_time: 23.0984210968, propagate_backward_time: 28.1564311981, weight_update_time: 0.0749848858, other_time: 1.7319831848
epoch time: 4.0767874718s, input_fired_time: 0.0458101518, output_fired_time: 0.0000000000, propagate_forward_time: 3.7639095783, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2670676708
validation[          , genome  2112] predictions:    9533/  10000 (95.33%), best:    9563/10000 (95.63%), error:      1537.00952, best error:      1494.31970 on epoch:    51, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 55.2497291565s, input_fired_time: 0.4755086005, output_fired_time: 0.3142639101, propagate_forward_time: 23.6872196198, propagate_backward_time: 28.9502525330, weight_update_time: 0.0795492381, other_time: 1.8224849701
epoch time: 4.0337710381s, input_fired_time: 0.0449660048, output_fired_time: 0.0000000000, propagate_forward_time: 3.7242152691, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2645897865
validation[          , genome  2112] predictions:    9549/  10000 (95.49%), best:    9563/10000 (95.63%), error:      1522.19067, best error:      1494.31970 on epoch:    51, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 44.2588272095s, input_fired_time: 0.4169409275, output_fired_time: 0.2635221481, propagate_forward_time: 18.8792762756, propagate_backward_time: 23.1598682404, weight_update_time: 0.0660103187, other_time: 1.5392169952
epoch time: 4.0902786255s, input_fired_time: 0.0458181612, output_fired_time: 0.0000000000, propagate_forward_time: 3.7762539387, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2682063580
validation[          , genome  2112] predictions:    9545/  10000 (95.45%), best:    9563/10000 (95.63%), error:      1535.81323, best error:      1494.31970 on epoch:    51, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 44.5265960693s, input_fired_time: 0.4188410342, output_fired_time: 0.2661119998, propagate_forward_time: 18.9446277618, propagate_backward_time: 23.3458995819, weight_update_time: 0.0662180036, other_time: 1.5511131287
epoch time: 4.1045002937s, input_fired_time: 0.0466732606, output_fired_time: 0.0000000000, propagate_forward_time: 3.7883055210, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2695214748
validation[          , genome  2112] predictions:    9482/  10000 (94.82%), best:    9563/10000 (95.63%), error:      1704.85938, best error:      1494.31970 on epoch:    51, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 55.0678443909s, input_fired_time: 0.4690855742, output_fired_time: 0.3141120374, propagate_forward_time: 23.6242561340, propagate_backward_time: 28.8619384766, weight_update_time: 0.0783046037, other_time: 1.7984504700
epoch time: 4.9271426201s, input_fired_time: 0.0517137460, output_fired_time: 0.0000000000, propagate_forward_time: 4.5641112328, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3113174438
validation[          , genome  2112] predictions:    9490/  10000 (94.90%), best:    9563/10000 (95.63%), error:      1688.05334, best error:      1494.31970 on epoch:    51, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 48.3794288635s, input_fired_time: 0.4394657314, output_fired_time: 0.2824184597, propagate_forward_time: 20.6296024323, propagate_backward_time: 25.3649234772, weight_update_time: 0.0701097175, other_time: 1.6630210876
epoch time: 5.0891761780s, input_fired_time: 0.0548207238, output_fired_time: 0.0000000000, propagate_forward_time: 4.7018227577, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3325328827
validation[          , genome  2112] predictions:    9518/  10000 (95.18%), best:    9563/10000 (95.63%), error:      1641.40674, best error:      1494.31970 on epoch:    51, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 49.3092079163s, input_fired_time: 0.4477596879, output_fired_time: 0.2872481048, propagate_forward_time: 21.0801029205, propagate_backward_time: 25.7709045410, weight_update_time: 0.0717628747, other_time: 1.7231922150
epoch time: 4.5349774361s, input_fired_time: 0.0498850010, output_fired_time: 0.0000000000, propagate_forward_time: 4.1972255707, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2878670692
validation[          , genome  2112] predictions:    9534/  10000 (95.34%), best:    9563/10000 (95.63%), error:      1549.49512, best error:      1494.31970 on epoch:    51, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 45.5819816589s, input_fired_time: 0.4279999435, output_fired_time: 0.2709268034, propagate_forward_time: 19.4322204590, propagate_backward_time: 23.8409328461, weight_update_time: 0.0672320351, other_time: 1.6098995209
epoch time: 3.9365499020s, input_fired_time: 0.0453102291, output_fired_time: 0.0000000000, propagate_forward_time: 3.6295070648, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2617325783
validation[          , genome  2112] predictions:    9529/  10000 (95.29%), best:    9563/10000 (95.63%), error:      1582.13367, best error:      1494.31970 on epoch:    51, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 47.5500297546s, input_fired_time: 0.4357106686, output_fired_time: 0.2787754834, propagate_forward_time: 20.2996654510, propagate_backward_time: 24.8820266724, weight_update_time: 0.0692915618, other_time: 1.6538524628
epoch time: 3.9283692837s, input_fired_time: 0.0466692410, output_fired_time: 0.0000000000, propagate_forward_time: 3.6165854931, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2651145458
validation[          , genome  2112] predictions:    9539/  10000 (95.39%), best:    9563/10000 (95.63%), error:      1557.14478, best error:      1494.31970 on epoch:    51, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 45.6201820374s, input_fired_time: 0.4254200459, output_fired_time: 0.2696977258, propagate_forward_time: 19.5715808868, propagate_backward_time: 23.7774791718, weight_update_time: 0.0672938526, other_time: 1.5760040283
epoch time: 4.8843922615s, input_fired_time: 0.0526163690, output_fired_time: 0.0000000000, propagate_forward_time: 4.5213651657, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3104104996
validation[          , genome  2112] predictions:    9575/  10000 (95.75%), best:    9563/10000 (95.63%), error:      1530.61670, best error:      1494.31970 on epoch:    51, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 45.4243087769s, input_fired_time: 0.4272104204, output_fired_time: 0.2687795758, propagate_forward_time: 19.4184532166, propagate_backward_time: 23.7021808624, weight_update_time: 0.0669496134, other_time: 1.6076831818
epoch time: 4.0549430847s, input_fired_time: 0.0459326766, output_fired_time: 0.0000000000, propagate_forward_time: 3.7404782772, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2685320377
validation[          , genome  2112] predictions:    9534/  10000 (95.34%), best:    9563/10000 (95.63%), error:      1574.93335, best error:      1494.31970 on epoch:    51, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 45.9718170166s, input_fired_time: 0.4275177717, output_fired_time: 0.2733300328, propagate_forward_time: 19.6246795654, propagate_backward_time: 24.0699787140, weight_update_time: 0.0672309697, other_time: 1.5763111115
epoch time: 4.6409859657s, input_fired_time: 0.0514377058, output_fired_time: 0.0000000000, propagate_forward_time: 4.2836418152, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3059062958
validation[          , genome  2112] predictions:    9526/  10000 (95.26%), best:    9563/10000 (95.63%), error:      1608.66602, best error:      1494.31970 on epoch:    51, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 43.1947021484s, input_fired_time: 0.4133847356, output_fired_time: 0.2597639561, propagate_forward_time: 18.3734703064, propagate_backward_time: 22.6359291077, weight_update_time: 0.0638796389, other_time: 1.5121536255
epoch time: 3.9162857533s, input_fired_time: 0.0452250466, output_fired_time: 0.0000000000, propagate_forward_time: 3.6107823849, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2602782249
validation[          , genome  2112] predictions:    9559/  10000 (95.59%), best:    9559/10000 (95.59%), error:      1480.59839, best error:      1480.59839 on epoch:    68, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 43.7204933167s, input_fired_time: 0.4180000126, output_fired_time: 0.2621843517, propagate_forward_time: 18.6604900360, propagate_backward_time: 22.8506488800, weight_update_time: 0.0647752881, other_time: 1.5291709900
epoch time: 3.9117386341s, input_fired_time: 0.0449628942, output_fired_time: 0.0000000000, propagate_forward_time: 3.6071274281, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2596483231
validation[          , genome  2112] predictions:    9547/  10000 (95.47%), best:    9559/10000 (95.59%), error:      1500.50134, best error:      1480.59839 on epoch:    68, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 46.7461395264s, input_fired_time: 0.4353853464, output_fired_time: 0.2767578661, propagate_forward_time: 19.9497337341, propagate_backward_time: 24.4909782410, weight_update_time: 0.0685500875, other_time: 1.5932846069
epoch time: 3.9627406597s, input_fired_time: 0.0468346402, output_fired_time: 0.0000000000, propagate_forward_time: 3.6508834362, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2650225163
validation[          , genome  2112] predictions:    9536/  10000 (95.36%), best:    9559/10000 (95.59%), error:      1544.79333, best error:      1480.59839 on epoch:    68, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 43.8916358948s, input_fired_time: 0.4185175300, output_fired_time: 0.2622331679, propagate_forward_time: 18.7081584930, propagate_backward_time: 22.9831523895, weight_update_time: 0.0651905984, other_time: 1.5195732117
epoch time: 4.0758132935s, input_fired_time: 0.0467053205, output_fired_time: 0.0000000000, propagate_forward_time: 3.7591700554, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2699379921
validation[          , genome  2112] predictions:    9551/  10000 (95.51%), best:    9559/10000 (95.59%), error:      1494.90686, best error:      1480.59839 on epoch:    68, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 45.8370552063s, input_fired_time: 0.4307870865, output_fired_time: 0.2730802000, propagate_forward_time: 19.6362171173, propagate_backward_time: 23.9146041870, weight_update_time: 0.0672091246, other_time: 1.5823688507
epoch time: 3.9319937229s, input_fired_time: 0.0452683754, output_fired_time: 0.0000000000, propagate_forward_time: 3.6283144951, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2584109306
validation[          , genome  2112] predictions:    9522/  10000 (95.22%), best:    9559/10000 (95.59%), error:      1572.01099, best error:      1480.59839 on epoch:    68, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 44.4584007263s, input_fired_time: 0.4205477238, output_fired_time: 0.2654798031, propagate_forward_time: 18.9610805511, propagate_backward_time: 23.2681121826, weight_update_time: 0.0654393286, other_time: 1.5431804657
epoch time: 5.1795697212s, input_fired_time: 0.0553634167, output_fired_time: 0.0000000000, propagate_forward_time: 4.8022713661, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3219351768
validation[          , genome  2112] predictions:    9553/  10000 (95.53%), best:    9559/10000 (95.59%), error:      1518.92664, best error:      1480.59839 on epoch:    68, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 44.2096214294s, input_fired_time: 0.4215239584, output_fired_time: 0.2648431659, propagate_forward_time: 18.8706798553, propagate_backward_time: 23.1199684143, weight_update_time: 0.0653717294, other_time: 1.5326061249
epoch time: 4.1051311493s, input_fired_time: 0.0465328842, output_fired_time: 0.0000000000, propagate_forward_time: 3.7895574570, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2690405846
validation[          , genome  2112] predictions:    9503/  10000 (95.03%), best:    9559/10000 (95.59%), error:      1614.49109, best error:      1480.59839 on epoch:    68, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 44.3614425659s, input_fired_time: 0.4191906452, output_fired_time: 0.2652486861, propagate_forward_time: 18.9095802307, propagate_backward_time: 23.2472591400, weight_update_time: 0.0651537403, other_time: 1.5201663971
epoch time: 4.0233421326s, input_fired_time: 0.0474324711, output_fired_time: 0.0000000000, propagate_forward_time: 3.7075395584, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2683701515
validation[          , genome  2112] predictions:    9548/  10000 (95.48%), best:    9559/10000 (95.59%), error:      1499.59058, best error:      1480.59839 on epoch:    68, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 47.2262687683s, input_fired_time: 0.4343179464, output_fired_time: 0.2768141031, propagate_forward_time: 20.2235279083, propagate_backward_time: 24.6869792938, weight_update_time: 0.0694577396, other_time: 1.6046295166
epoch time: 3.9512696266s, input_fired_time: 0.0456477776, output_fired_time: 0.0000000000, propagate_forward_time: 3.6479883194, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2576334476
validation[          , genome  2112] predictions:    9566/  10000 (95.66%), best:    9559/10000 (95.59%), error:      1504.03918, best error:      1480.59839 on epoch:    68, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 43.4899559021s, input_fired_time: 0.4156268537, output_fired_time: 0.2612703741, propagate_forward_time: 18.5383033752, propagate_backward_time: 22.7716922760, weight_update_time: 0.0644654408, other_time: 1.5030651093
epoch time: 3.8732645512s, input_fired_time: 0.0444768965, output_fired_time: 0.0000000000, propagate_forward_time: 3.5745460987, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2542414665
validation[          , genome  2112] predictions:    9501/  10000 (95.01%), best:    9559/10000 (95.59%), error:      1627.34509, best error:      1480.59839 on epoch:    68, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 44.1279067993s, input_fired_time: 0.4171415269, output_fired_time: 0.2636648417, propagate_forward_time: 18.8689918518, propagate_backward_time: 23.0652942657, weight_update_time: 0.0651296079, other_time: 1.5128154755
epoch time: 4.0258135796s, input_fired_time: 0.0475482084, output_fired_time: 0.0000000000, propagate_forward_time: 3.7101695538, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2680957317
validation[          , genome  2112] predictions:    9562/  10000 (95.62%), best:    9562/10000 (95.62%), error:      1472.72522, best error:      1472.72522 on epoch:    78, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 47.7654724121s, input_fired_time: 0.4381047785, output_fired_time: 0.2818768919, propagate_forward_time: 20.3618392944, propagate_backward_time: 25.0723514557, weight_update_time: 0.0696156025, other_time: 1.6112995148
epoch time: 4.0879302025s, input_fired_time: 0.0476063341, output_fired_time: 0.0000000000, propagate_forward_time: 3.7742381096, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2660856247
validation[          , genome  2112] predictions:    9531/  10000 (95.31%), best:    9562/10000 (95.62%), error:      1561.49609, best error:      1472.72522 on epoch:    78, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 52.6050453186s, input_fired_time: 0.4642989933, output_fired_time: 0.3031897247, propagate_forward_time: 22.5354690552, propagate_backward_time: 27.5688381195, weight_update_time: 0.0754844323, other_time: 1.7332515717
epoch time: 4.0267252922s, input_fired_time: 0.0465750732, output_fired_time: 0.0000000000, propagate_forward_time: 3.7177414894, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2624087334
validation[          , genome  2112] predictions:    9558/  10000 (95.58%), best:    9562/10000 (95.62%), error:      1479.41199, best error:      1472.72522 on epoch:    78, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 52.7475776672s, input_fired_time: 0.4659961760, output_fired_time: 0.3034708500, propagate_forward_time: 22.5986137390, propagate_backward_time: 27.6341819763, weight_update_time: 0.0755743161, other_time: 1.7453155518
epoch time: 4.5528478622s, input_fired_time: 0.0505990423, output_fired_time: 0.0000000000, propagate_forward_time: 4.2072834969, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2949652672
validation[          , genome  2112] predictions:    9554/  10000 (95.54%), best:    9562/10000 (95.62%), error:      1490.69653, best error:      1472.72522 on epoch:    78, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 50.8490600586s, input_fired_time: 0.4572660923, output_fired_time: 0.2952603102, propagate_forward_time: 21.8243446350, propagate_backward_time: 26.5791263580, weight_update_time: 0.0735714510, other_time: 1.6930599213
epoch time: 4.0208754539s, input_fired_time: 0.0469898991, output_fired_time: 0.0000000000, propagate_forward_time: 3.7147591114, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2591264248
validation[          , genome  2112] predictions:    9538/  10000 (95.38%), best:    9562/10000 (95.62%), error:      1508.36450, best error:      1472.72522 on epoch:    78, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 54.1716270447s, input_fired_time: 0.4720553458, output_fired_time: 0.3112226427, propagate_forward_time: 23.1409435272, propagate_backward_time: 28.4729976654, weight_update_time: 0.0773809999, other_time: 1.7744102478
epoch time: 5.8413448334s, input_fired_time: 0.0606657118, output_fired_time: 0.0000000000, propagate_forward_time: 5.4216165543, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3590626717
validation[          , genome  2112] predictions:    9523/  10000 (95.23%), best:    9562/10000 (95.62%), error:      1563.19885, best error:      1472.72522 on epoch:    78, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 50.9741401672s, input_fired_time: 0.4595196843, output_fired_time: 0.2947794795, propagate_forward_time: 21.8174743652, propagate_backward_time: 26.6940975189, weight_update_time: 0.0744305253, other_time: 1.7082691193
epoch time: 3.9671847820s, input_fired_time: 0.0464840941, output_fired_time: 0.0000000000, propagate_forward_time: 3.6582505703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2624502182
validation[          , genome  2112] predictions:    9552/  10000 (95.52%), best:    9562/10000 (95.62%), error:      1473.22961, best error:      1472.72522 on epoch:    78, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 44.1969795227s, input_fired_time: 0.4207726717, output_fired_time: 0.2644223869, propagate_forward_time: 18.8510971069, propagate_backward_time: 23.1144905090, weight_update_time: 0.0662392527, other_time: 1.5461959839
epoch time: 4.0793032646s, input_fired_time: 0.0471284054, output_fired_time: 0.0000000000, propagate_forward_time: 3.7673819065, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2647931576
validation[          , genome  2112] predictions:    9544/  10000 (95.44%), best:    9562/10000 (95.62%), error:      1528.83057, best error:      1472.72522 on epoch:    78, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 46.1407356262s, input_fired_time: 0.4352864027, output_fired_time: 0.2730911672, propagate_forward_time: 19.7049236298, propagate_backward_time: 24.1352939606, weight_update_time: 0.0685571656, other_time: 1.5921401978
epoch time: 5.0620894432s, input_fired_time: 0.0534223542, output_fired_time: 0.0000000000, propagate_forward_time: 4.6957964897, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3128705025
validation[          , genome  2112] predictions:    9562/  10000 (95.62%), best:    9562/10000 (95.62%), error:      1458.72595, best error:      1458.72595 on epoch:    86, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 49.1990585327s, input_fired_time: 0.4481927454, output_fired_time: 0.2870211005, propagate_forward_time: 21.0747528076, propagate_backward_time: 25.7293701172, weight_update_time: 0.0705731511, other_time: 1.6597213745
epoch time: 4.3709821701s, input_fired_time: 0.0492121615, output_fired_time: 0.0000000000, propagate_forward_time: 4.0286073685, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2931628227
validation[          , genome  2112] predictions:    9541/  10000 (95.41%), best:    9562/10000 (95.62%), error:      1499.80139, best error:      1458.72595 on epoch:    86, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 44.8777427673s, input_fired_time: 0.4238994122, output_fired_time: 0.2681294978, propagate_forward_time: 19.1435585022, propagate_backward_time: 23.4625301361, weight_update_time: 0.0655836314, other_time: 1.5796222687
epoch time: 4.5671062469s, input_fired_time: 0.0506734140, output_fired_time: 0.0000000000, propagate_forward_time: 4.2252626419, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2911701202
validation[          , genome  2112] predictions:    9548/  10000 (95.48%), best:    9562/10000 (95.62%), error:      1493.71277, best error:      1458.72595 on epoch:    86, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 44.7695045471s, input_fired_time: 0.4274444282, output_fired_time: 0.2662097216, propagate_forward_time: 19.1278762817, propagate_backward_time: 23.3712844849, weight_update_time: 0.0657299310, other_time: 1.5766906738
epoch time: 4.5914764404s, input_fired_time: 0.0508565865, output_fired_time: 0.0000000000, propagate_forward_time: 4.2479805946, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2926392555
validation[          , genome  2112] predictions:    9522/  10000 (95.22%), best:    9562/10000 (95.62%), error:      1551.15674, best error:      1458.72595 on epoch:    86, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 43.9171638489s, input_fired_time: 0.4207607210, output_fired_time: 0.2620700300, propagate_forward_time: 18.7096233368, propagate_backward_time: 22.9773654938, weight_update_time: 0.0650728866, other_time: 1.5473442078
epoch time: 3.8938958645s, input_fired_time: 0.0456577800, output_fired_time: 0.0000000000, propagate_forward_time: 3.5910258293, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2572121620
validation[          , genome  2112] predictions:    9548/  10000 (95.48%), best:    9562/10000 (95.62%), error:      1503.04333, best error:      1458.72595 on epoch:    86, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 44.5382080078s, input_fired_time: 0.4216576815, output_fired_time: 0.2653164864, propagate_forward_time: 19.0010147095, propagate_backward_time: 23.2985668182, weight_update_time: 0.0655571371, other_time: 1.5516529083
epoch time: 3.9011323452s, input_fired_time: 0.0452136286, output_fired_time: 0.0000000000, propagate_forward_time: 3.6029415131, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2529771328
validation[          , genome  2112] predictions:    9492/  10000 (94.92%), best:    9562/10000 (95.62%), error:      1600.61621, best error:      1458.72595 on epoch:    86, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 46.2497787476s, input_fired_time: 0.4398421049, output_fired_time: 0.2729067504, propagate_forward_time: 19.6837577820, propagate_backward_time: 24.2344150543, weight_update_time: 0.0677562803, other_time: 1.6188564301
epoch time: 3.8109457493s, input_fired_time: 0.0451295674, output_fired_time: 0.0000000000, propagate_forward_time: 3.5058195591, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2599966526
validation[          , genome  2112] predictions:    9535/  10000 (95.35%), best:    9562/10000 (95.62%), error:      1491.70044, best error:      1458.72595 on epoch:    86, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 44.3596878052s, input_fired_time: 0.4226904213, output_fired_time: 0.2655062675, propagate_forward_time: 18.9192256927, propagate_backward_time: 23.2054615021, weight_update_time: 0.0654018670, other_time: 1.5468025208
epoch time: 3.9391448498s, input_fired_time: 0.0487644151, output_fired_time: 0.0000000000, propagate_forward_time: 3.6181902885, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2721900940
validation[          , genome  2112] predictions:    9527/  10000 (95.27%), best:    9562/10000 (95.62%), error:      1589.91956, best error:      1458.72595 on epoch:    86, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 45.8349838257s, input_fired_time: 0.4295391738, output_fired_time: 0.2710768282, propagate_forward_time: 19.5587558746, propagate_backward_time: 24.0133380890, weight_update_time: 0.0670194402, other_time: 1.5622749329
epoch time: 4.1911497116s, input_fired_time: 0.0471930020, output_fired_time: 0.0000000000, propagate_forward_time: 3.8680257797, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2759308815
validation[          , genome  2112] predictions:    9547/  10000 (95.47%), best:    9562/10000 (95.62%), error:      1491.11108, best error:      1458.72595 on epoch:    86, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 45.9444007874s, input_fired_time: 0.4303996563, output_fired_time: 0.2732014060, propagate_forward_time: 19.6125297546, propagate_backward_time: 24.0432548523, weight_update_time: 0.0673626810, other_time: 1.5850143433
epoch time: 3.9724075794s, input_fired_time: 0.0462855659, output_fired_time: 0.0000000000, propagate_forward_time: 3.6541147232, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2720072269
validation[          , genome  2112] predictions:    9518/  10000 (95.18%), best:    9562/10000 (95.62%), error:      1594.84973, best error:      1458.72595 on epoch:    86, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 53.1636085510s, input_fired_time: 0.4698405564, output_fired_time: 0.3042359948, propagate_forward_time: 22.7740707397, propagate_backward_time: 27.8556919098, weight_update_time: 0.0765053406, other_time: 1.7597675323
epoch time: 4.2329788208s, input_fired_time: 0.0480345003, output_fired_time: 0.0000000000, propagate_forward_time: 3.9109399319, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2740042210
validation[          , genome  2112] predictions:    9535/  10000 (95.35%), best:    9562/10000 (95.62%), error:      1541.12183, best error:      1458.72595 on epoch:    86, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 43.1531562805s, input_fired_time: 0.4193542302, output_fired_time: 0.2604033053, propagate_forward_time: 18.4668674469, propagate_backward_time: 22.5110607147, weight_update_time: 0.0636408702, other_time: 1.4954719543
epoch time: 4.0758876801s, input_fired_time: 0.0472213402, output_fired_time: 0.0000000000, propagate_forward_time: 3.7621150017, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2665514946
validation[          , genome  2112] predictions:    9525/  10000 (95.25%), best:    9562/10000 (95.62%), error:      1557.13623, best error:      1458.72595 on epoch:    86, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 46.4692420959s, input_fired_time: 0.4339910448, output_fired_time: 0.2737245560, propagate_forward_time: 19.8421974182, propagate_backward_time: 24.3094158173, weight_update_time: 0.0681726187, other_time: 1.6099147797
epoch time: 3.9880683422s, input_fired_time: 0.0461240150, output_fired_time: 0.0000000000, propagate_forward_time: 3.6777095795, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2642347813
validation[          , genome  2112] predictions:    9546/  10000 (95.46%), best:    9562/10000 (95.62%), error:      1493.75232, best error:      1458.72595 on epoch:    86, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 44.1901092529s, input_fired_time: 0.4214859307, output_fired_time: 0.2628570795, propagate_forward_time: 18.8311233521, propagate_backward_time: 23.1312465668, weight_update_time: 0.0653314665, other_time: 1.5433979034
epoch time: 4.0007677078s, input_fired_time: 0.0464714542, output_fired_time: 0.0000000000, propagate_forward_time: 3.6919624805, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2623338699
validation[          , genome  2112] predictions:    9550/  10000 (95.50%), best:    9562/10000 (95.62%), error:      1488.08752, best error:      1458.72595 on epoch:    86, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 46.3976058960s, input_fired_time: 0.4338376820, output_fired_time: 0.2729947865, propagate_forward_time: 19.8237934113, propagate_backward_time: 24.2797317505, weight_update_time: 0.0682744533, other_time: 1.5872478485
epoch time: 4.1623911858s, input_fired_time: 0.0484665036, output_fired_time: 0.0000000000, propagate_forward_time: 3.8447160721, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2692084312
validation[          , genome  2112] predictions:    9551/  10000 (95.51%), best:    9562/10000 (95.62%), error:      1495.44971, best error:      1458.72595 on epoch:    86, 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: 20.4355564117s, input_fired_time: 0.2407424152, output_fired_time: 0.0000000000, propagate_forward_time: 18.7967929840, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3980216980
best training[          , genome  2112] predictions:   48614/  50000 (97.23%), best:    9562/10000 (95.62%), error:      5110.07520, best error:      1458.72595 on epoch:    86, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 4.4799699783s, input_fired_time: 0.0495765768, output_fired_time: 0.0000000000, propagate_forward_time: 4.1237111092, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3066821098
   testing[          , genome  2112] predictions:    9627/  10000 (96.27%), best:    9562/10000 (95.62%), error:      1311.15417, best error:      1458.72595 on epoch:    86, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
00:11:31 (43768): called boinc_finish(0)

</stderr_txt>
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