Nameexact_genome_1512568488_44_4081_1
Workunit2591689
Created7 Dec 2017, 8:10:13 UTC
Sent7 Dec 2017, 8:17:47 UTC
Report deadline10 Dec 2017, 7:53:21 UTC
Received7 Dec 2017, 9:52:18 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52320
Run time1 hours 34 min 2 sec
CPU time1 hours 33 min 58 sec
Validate stateValid
Credit745.76
Device peak FLOPS2.93 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size154.35 MB
Peak swap size152.67 MB
Peak disk usage1.75 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.0510964170, output_fired_time: 0.0000000000, propagate_forward_time: 3.8839893341, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3688712120
validation[          , genome  4081] predictions:    9515/  10000 (95.15%), best:    9515/10000 (95.15%), error:      1665.47009, best error:      1665.47009 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 51.2500610352s, input_fired_time: 0.4191741049, output_fired_time: 0.3881977201, propagate_forward_time: 19.3988952637, propagate_backward_time: 28.9728984833, weight_update_time: 0.1118426695, other_time: 2.0708942413
epoch time: 4.3059029579s, input_fired_time: 0.0509498827, output_fired_time: 0.0000000000, propagate_forward_time: 3.8841872215, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3707656860
validation[          , genome  4081] predictions:    9524/  10000 (95.24%), best:    9524/10000 (95.24%), error:      1624.56177, best error:      1624.56177 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 51.0597724915s, input_fired_time: 0.4214797616, output_fired_time: 0.3825308084, propagate_forward_time: 19.3236141205, propagate_backward_time: 28.8276519775, weight_update_time: 0.1123326793, other_time: 2.1044979095
epoch time: 4.2814850807s, input_fired_time: 0.0520981364, output_fired_time: 0.0000000000, propagate_forward_time: 3.8530061245, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3763806820
validation[          , genome  4081] predictions:    9548/  10000 (95.48%), best:    9548/10000 (95.48%), error:      1602.43140, best error:      1602.43140 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 51.2604293823s, input_fired_time: 0.4151338637, output_fired_time: 0.3869345784, propagate_forward_time: 19.4049415588, propagate_backward_time: 29.0105094910, weight_update_time: 0.1106795073, other_time: 2.0429077148
epoch time: 4.3001985550s, input_fired_time: 0.0514633246, output_fired_time: 0.0000000000, propagate_forward_time: 3.8797087669, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3690266609
validation[          , genome  4081] predictions:    9522/  10000 (95.22%), best:    9548/10000 (95.48%), error:      1663.02991, best error:      1602.43140 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 51.0882186890s, input_fired_time: 0.4198759198, output_fired_time: 0.3841038048, propagate_forward_time: 19.3470954895, propagate_backward_time: 28.8289833069, weight_update_time: 0.1130207926, other_time: 2.1081581116
epoch time: 4.2842073441s, input_fired_time: 0.0509405211, output_fired_time: 0.0000000000, propagate_forward_time: 3.8628160954, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3704507351
validation[          , genome  4081] predictions:    9530/  10000 (95.30%), best:    9548/10000 (95.48%), error:      1611.57263, best error:      1602.43140 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 50.7827873230s, input_fired_time: 0.4147539437, output_fired_time: 0.3797635436, propagate_forward_time: 19.2052230835, propagate_backward_time: 28.7291946411, weight_update_time: 0.1104607806, other_time: 2.0538520813
epoch time: 4.2787327766s, input_fired_time: 0.0517999455, output_fired_time: 0.0000000000, propagate_forward_time: 3.8571505547, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3697824478
validation[          , genome  4081] predictions:    9546/  10000 (95.46%), best:    9546/10000 (95.46%), error:      1544.60803, best error:      1544.60803 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 51.2865829468s, input_fired_time: 0.4228362441, output_fired_time: 0.3850408792, propagate_forward_time: 19.4166164398, propagate_backward_time: 28.9550228119, weight_update_time: 0.1136384457, other_time: 2.1070671082
epoch time: 4.3169198036s, input_fired_time: 0.0522907563, output_fired_time: 0.0000000000, propagate_forward_time: 3.8901062012, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3745226860
validation[          , genome  4081] predictions:    9509/  10000 (95.09%), best:    9546/10000 (95.46%), error:      1675.18005, best error:      1544.60803 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 51.4380874634s, input_fired_time: 0.4231575131, output_fired_time: 0.3861840963, propagate_forward_time: 19.4669475555, propagate_backward_time: 29.0576648712, weight_update_time: 0.1121229455, other_time: 2.1041336060
epoch time: 4.3183441162s, input_fired_time: 0.0523680374, output_fired_time: 0.0000000000, propagate_forward_time: 3.8910577297, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3749182224
validation[          , genome  4081] predictions:    9521/  10000 (95.21%), best:    9546/10000 (95.46%), error:      1655.52502, best error:      1544.60803 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 51.3011970520s, input_fired_time: 0.4240944684, output_fired_time: 0.3881540596, propagate_forward_time: 19.3950366974, propagate_backward_time: 28.9881381989, weight_update_time: 0.1122108400, other_time: 2.1057739258
epoch time: 4.3041009903s, input_fired_time: 0.0521134809, output_fired_time: 0.0000000000, propagate_forward_time: 3.8763618469, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3756256104
validation[          , genome  4081] predictions:    9524/  10000 (95.24%), best:    9546/10000 (95.46%), error:      1592.60815, best error:      1544.60803 on epoch:    19, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 51.1608695984s, input_fired_time: 0.4150309563, output_fired_time: 0.3855628669, propagate_forward_time: 19.3722686768, propagate_backward_time: 28.9448280334, weight_update_time: 0.1117995232, other_time: 2.0431785583
epoch time: 4.2902626991s, input_fired_time: 0.0512126051, output_fired_time: 0.0000000000, propagate_forward_time: 3.8691294193, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3699204922
validation[          , genome  4081] predictions:    9513/  10000 (95.13%), best:    9546/10000 (95.46%), error:      1633.55212, best error:      1544.60803 on epoch:    19, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 51.3248634338s, input_fired_time: 0.4226981401, output_fired_time: 0.3849994540, propagate_forward_time: 19.4108390808, propagate_backward_time: 29.0034999847, weight_update_time: 0.1125038937, other_time: 2.1028270721
epoch time: 4.2890195847s, input_fired_time: 0.0522155687, output_fired_time: 0.0000000000, propagate_forward_time: 3.8625080585, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3742959499
validation[          , genome  4081] predictions:    9549/  10000 (95.49%), best:    9549/10000 (95.49%), error:      1520.96887, best error:      1520.96887 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 51.4294166565s, input_fired_time: 0.4245906472, output_fired_time: 0.3872108757, propagate_forward_time: 19.4731349945, propagate_backward_time: 29.0337581635, weight_update_time: 0.1134226322, other_time: 2.1107215881
epoch time: 4.3217806816s, input_fired_time: 0.0533641614, output_fired_time: 0.0000000000, propagate_forward_time: 3.8912897110, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3771266937
validation[          , genome  4081] predictions:    9534/  10000 (95.34%), best:    9549/10000 (95.49%), error:      1624.16040, best error:      1520.96887 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 51.1352386475s, input_fired_time: 0.4143347740, output_fired_time: 0.3833618164, propagate_forward_time: 19.2797470093, propagate_backward_time: 28.9979877472, weight_update_time: 0.1118733734, other_time: 2.0598087311
epoch time: 4.2879004478s, input_fired_time: 0.0520216376, output_fired_time: 0.0000000000, propagate_forward_time: 3.8658952713, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3699836731
validation[          , genome  4081] predictions:    9494/  10000 (94.94%), best:    9549/10000 (95.49%), error:      1698.40637, best error:      1520.96887 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 51.1762275696s, input_fired_time: 0.4214553535, output_fired_time: 0.3837604821, propagate_forward_time: 19.3954944611, propagate_backward_time: 28.8667392731, weight_update_time: 0.1131775379, other_time: 2.1087760925
epoch time: 4.2994437218s, input_fired_time: 0.0526965335, output_fired_time: 0.0000000000, propagate_forward_time: 3.8696496487, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3770973682
validation[          , genome  4081] predictions:    9546/  10000 (95.46%), best:    9546/10000 (95.46%), error:      1516.30286, best error:      1516.30286 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 51.0867996216s, input_fired_time: 0.4157060087, output_fired_time: 0.3821187615, propagate_forward_time: 19.3394031525, propagate_backward_time: 28.9079513550, weight_update_time: 0.1106380895, other_time: 2.0416202545
epoch time: 4.2707309723s, input_fired_time: 0.0519489907, output_fired_time: 0.0000000000, propagate_forward_time: 3.8500699997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3687119484
validation[          , genome  4081] predictions:    9508/  10000 (95.08%), best:    9546/10000 (95.46%), error:      1644.66174, best error:      1516.30286 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 51.0388069153s, input_fired_time: 0.4178542793, output_fired_time: 0.3820812702, propagate_forward_time: 19.3251838684, propagate_backward_time: 28.8467216492, weight_update_time: 0.1112228632, other_time: 2.0669670105
epoch time: 4.2677674294s, input_fired_time: 0.0523992144, output_fired_time: 0.0000000000, propagate_forward_time: 3.8472161293, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3681521416
validation[          , genome  4081] predictions:    9550/  10000 (95.50%), best:    9546/10000 (95.46%), error:      1539.33813, best error:      1516.30286 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 51.2591209412s, input_fired_time: 0.4206243753, output_fired_time: 0.3878874183, propagate_forward_time: 19.4136314392, propagate_backward_time: 28.9576549530, weight_update_time: 0.1111895442, other_time: 2.0793247223
epoch time: 4.2988724709s, input_fired_time: 0.0526747629, output_fired_time: 0.0000000000, propagate_forward_time: 3.8710129261, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3751847744
validation[          , genome  4081] predictions:    9369/  10000 (93.69%), best:    9546/10000 (95.46%), error:      2064.31201, best error:      1516.30286 on epoch:    27, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 51.0884475708s, input_fired_time: 0.4250051975, output_fired_time: 0.3846973777, propagate_forward_time: 19.3426799774, propagate_backward_time: 28.8299255371, weight_update_time: 0.1117773131, other_time: 2.1061382294
epoch time: 4.2946548462s, input_fired_time: 0.0517773181, output_fired_time: 0.0000000000, propagate_forward_time: 3.8654038906, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3774735928
validation[          , genome  4081] predictions:    9577/  10000 (95.77%), best:    9577/10000 (95.77%), error:      1473.61926, best error:      1473.61926 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 51.1697921753s, input_fired_time: 0.4227811396, output_fired_time: 0.3844576478, propagate_forward_time: 19.3656196594, propagate_backward_time: 28.8949508667, weight_update_time: 0.1123698130, other_time: 2.1019821167
epoch time: 4.3067340851s, input_fired_time: 0.0531745143, output_fired_time: 0.0000000000, propagate_forward_time: 3.8802292347, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3733303547
validation[          , genome  4081] predictions:    9500/  10000 (95.00%), best:    9577/10000 (95.77%), error:      1768.82422, best error:      1473.61926 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 51.0929870605s, input_fired_time: 0.4238186479, output_fired_time: 0.3849011660, propagate_forward_time: 19.3384857178, propagate_backward_time: 28.8362770081, weight_update_time: 0.1132475361, other_time: 2.1095008850
epoch time: 4.2626361847s, input_fired_time: 0.0518311188, output_fired_time: 0.0000000000, propagate_forward_time: 3.8456020355, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3652029037
validation[          , genome  4081] predictions:    9566/  10000 (95.66%), best:    9566/10000 (95.66%), error:      1443.12976, best error:      1443.12976 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 51.5017700195s, input_fired_time: 0.4254207015, output_fired_time: 0.3868588209, propagate_forward_time: 19.4924602509, propagate_backward_time: 29.0856418610, weight_update_time: 0.1138007343, other_time: 2.1113891602
epoch time: 4.2621216774s, input_fired_time: 0.0519473217, output_fired_time: 0.0000000000, propagate_forward_time: 3.8406126499, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3695619106
validation[          , genome  4081] predictions:    9583/  10000 (95.83%), best:    9583/10000 (95.83%), error:      1429.41479, best error:      1429.41479 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 51.1301612854s, input_fired_time: 0.4172905385, output_fired_time: 0.3857993782, propagate_forward_time: 19.2956142426, propagate_backward_time: 28.9804649353, weight_update_time: 0.1111489385, other_time: 2.0509929657
epoch time: 4.2912640572s, input_fired_time: 0.0518836901, output_fired_time: 0.0000000000, propagate_forward_time: 3.8697013855, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3696789742
validation[          , genome  4081] predictions:    9598/  10000 (95.98%), best:    9583/10000 (95.83%), error:      1457.42810, best error:      1429.41479 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 51.1252937317s, input_fired_time: 0.4171201885, output_fired_time: 0.3840868473, propagate_forward_time: 19.3806247711, propagate_backward_time: 28.8990650177, weight_update_time: 0.1109276861, other_time: 2.0443954468
epoch time: 4.2873721123s, input_fired_time: 0.0524329543, output_fired_time: 0.0000000000, propagate_forward_time: 3.8651931286, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3697459698
validation[          , genome  4081] predictions:    9550/  10000 (95.50%), best:    9583/10000 (95.83%), error:      1494.96313, best error:      1429.41479 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 51.0103721619s, input_fired_time: 0.4179963470, output_fired_time: 0.3840668499, propagate_forward_time: 19.3480949402, propagate_backward_time: 28.8242740631, weight_update_time: 0.1109982133, other_time: 2.0359401703
epoch time: 4.2904281616s, input_fired_time: 0.0525936000, output_fired_time: 0.0000000000, propagate_forward_time: 3.8693752289, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3684592247
validation[          , genome  4081] predictions:    9518/  10000 (95.18%), best:    9583/10000 (95.83%), error:      1663.17773, best error:      1429.41479 on epoch:    34, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 51.2654380798s, input_fired_time: 0.4237985611, output_fired_time: 0.3855012059, propagate_forward_time: 19.4020462036, propagate_backward_time: 28.9530105591, weight_update_time: 0.1120324135, other_time: 2.1010818481
epoch time: 4.3024168015s, input_fired_time: 0.0526191741, output_fired_time: 0.0000000000, propagate_forward_time: 3.8750793934, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3747184277
validation[          , genome  4081] predictions:    9553/  10000 (95.53%), best:    9583/10000 (95.83%), error:      1535.55981, best error:      1429.41479 on epoch:    34, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 51.0971145630s, input_fired_time: 0.4240642786, output_fired_time: 0.3837946057, propagate_forward_time: 19.3407802582, propagate_backward_time: 28.8441772461, weight_update_time: 0.1135174781, other_time: 2.1042995453
epoch time: 4.2977871895s, input_fired_time: 0.0529306047, output_fired_time: 0.0000000000, propagate_forward_time: 3.8683533669, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3765029907
validation[          , genome  4081] predictions:    9511/  10000 (95.11%), best:    9583/10000 (95.83%), error:      1678.06946, best error:      1429.41479 on epoch:    34, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 50.6310539246s, input_fired_time: 0.4167977571, output_fired_time: 0.3783812225, propagate_forward_time: 19.2433872223, propagate_backward_time: 28.5481700897, weight_update_time: 0.1100929677, other_time: 2.0443191528
epoch time: 4.2650566101s, input_fired_time: 0.0521877967, output_fired_time: 0.0000000000, propagate_forward_time: 3.8437273502, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3691413403
validation[          , genome  4081] predictions:    9583/  10000 (95.83%), best:    9583/10000 (95.83%), error:      1427.03113, best error:      1427.03113 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 51.1290245056s, input_fired_time: 0.4257252514, output_fired_time: 0.3826397359, propagate_forward_time: 19.3323936462, propagate_backward_time: 28.8853149414, weight_update_time: 0.1120566726, other_time: 2.1029510498
epoch time: 4.3072299957s, input_fired_time: 0.0521852337, output_fired_time: 0.0000000000, propagate_forward_time: 3.8767421246, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3783028126
validation[          , genome  4081] predictions:    9567/  10000 (95.67%), best:    9583/10000 (95.83%), error:      1440.38904, best error:      1427.03113 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 51.0158500671s, input_fired_time: 0.4271698892, output_fired_time: 0.3798967004, propagate_forward_time: 19.3045654297, propagate_backward_time: 28.7963886261, weight_update_time: 0.1127746850, other_time: 2.1078281403
epoch time: 4.3164291382s, input_fired_time: 0.0541202389, output_fired_time: 0.0000000000, propagate_forward_time: 3.8857355118, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3765735626
validation[          , genome  4081] predictions:    9575/  10000 (95.75%), best:    9583/10000 (95.83%), error:      1476.41699, best error:      1427.03113 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 50.5014991760s, input_fired_time: 0.4175459445, output_fired_time: 0.3762559891, propagate_forward_time: 19.2253417969, propagate_backward_time: 28.4467639923, weight_update_time: 0.1093097404, other_time: 2.0355930328
epoch time: 4.2654447556s, input_fired_time: 0.0522262715, output_fired_time: 0.0000000000, propagate_forward_time: 3.8441302776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3690884113
validation[          , genome  4081] predictions:    9562/  10000 (95.62%), best:    9583/10000 (95.83%), error:      1464.19824, best error:      1427.03113 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 51.3443527222s, input_fired_time: 0.4242196381, output_fired_time: 0.3853741288, propagate_forward_time: 19.4404106140, propagate_backward_time: 29.0142974854, weight_update_time: 0.1110096946, other_time: 2.0800476074
epoch time: 4.3009715080s, input_fired_time: 0.0528195389, output_fired_time: 0.0000000000, propagate_forward_time: 3.8797552586, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3683965206
validation[          , genome  4081] predictions:    9581/  10000 (95.81%), best:    9581/10000 (95.81%), error:      1408.76929, best error:      1408.76929 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 51.1137466431s, input_fired_time: 0.4257782102, output_fired_time: 0.3838968575, propagate_forward_time: 19.3394374847, propagate_backward_time: 28.8624591827, weight_update_time: 0.1115954220, other_time: 2.1021766663
epoch time: 4.2976770401s, input_fired_time: 0.0526777655, output_fired_time: 0.0000000000, propagate_forward_time: 3.8666472435, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3783521652
validation[          , genome  4081] predictions:    9562/  10000 (95.62%), best:    9581/10000 (95.81%), error:      1496.90393, best error:      1408.76929 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 50.9197196960s, input_fired_time: 0.4261218309, output_fired_time: 0.3810128570, propagate_forward_time: 19.2617359161, propagate_backward_time: 28.7561149597, weight_update_time: 0.1116756350, other_time: 2.0947360992
epoch time: 4.2753825188s, input_fired_time: 0.0529494137, output_fired_time: 0.0000000000, propagate_forward_time: 3.8488905430, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3735425472
validation[          , genome  4081] predictions:    9564/  10000 (95.64%), best:    9581/10000 (95.81%), error:      1472.85583, best error:      1408.76929 on epoch:    44, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 50.9303894043s, input_fired_time: 0.4142242670, output_fired_time: 0.3829120398, propagate_forward_time: 19.2409896851, propagate_backward_time: 28.8543415070, weight_update_time: 0.1100593284, other_time: 2.0379238129
epoch time: 4.2756414413s, input_fired_time: 0.0523812771, output_fired_time: 0.0000000000, propagate_forward_time: 3.8545556068, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3687043190
validation[          , genome  4081] predictions:    9554/  10000 (95.54%), best:    9581/10000 (95.81%), error:      1469.50330, best error:      1408.76929 on epoch:    44, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 50.9845123291s, input_fired_time: 0.4256208539, output_fired_time: 0.3805248439, propagate_forward_time: 19.2815856934, propagate_backward_time: 28.7905750275, weight_update_time: 0.1125725955, other_time: 2.1062068939
epoch time: 4.2273540497s, input_fired_time: 0.0527952015, output_fired_time: 0.0000000000, propagate_forward_time: 3.8026549816, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3719036579
validation[          , genome  4081] predictions:    9548/  10000 (95.48%), best:    9581/10000 (95.81%), error:      1584.87585, best error:      1408.76929 on epoch:    44, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 50.9439811707s, input_fired_time: 0.4200353324, output_fired_time: 0.3837939501, propagate_forward_time: 19.2959594727, propagate_backward_time: 28.7953395844, weight_update_time: 0.1100071818, other_time: 2.0488529205
epoch time: 4.2659492493s, input_fired_time: 0.0518972836, output_fired_time: 0.0000000000, propagate_forward_time: 3.8480875492, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3659646511
validation[          , genome  4081] predictions:    9585/  10000 (95.85%), best:    9581/10000 (95.81%), error:      1418.96851, best error:      1408.76929 on epoch:    44, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 51.1916580200s, input_fired_time: 0.4282302558, output_fired_time: 0.3838410974, propagate_forward_time: 19.3793392181, propagate_backward_time: 28.8886165619, weight_update_time: 0.1121438369, other_time: 2.1116294861
epoch time: 4.3085856438s, input_fired_time: 0.0534623899, output_fired_time: 0.0000000000, propagate_forward_time: 3.8773899078, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3777332306
validation[          , genome  4081] predictions:    9514/  10000 (95.14%), best:    9581/10000 (95.81%), error:      1587.52832, best error:      1408.76929 on epoch:    44, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 51.0355567932s, input_fired_time: 0.4264303148, output_fired_time: 0.3812763691, propagate_forward_time: 19.3211097717, propagate_backward_time: 28.8090782166, weight_update_time: 0.1133187935, other_time: 2.0976638794
epoch time: 4.2877383232s, input_fired_time: 0.0530904084, output_fired_time: 0.0000000000, propagate_forward_time: 3.8595564365, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3750913143
validation[          , genome  4081] predictions:    9526/  10000 (95.26%), best:    9581/10000 (95.81%), error:      1640.06885, best error:      1408.76929 on epoch:    44, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 51.1902961731s, input_fired_time: 0.4280129075, output_fired_time: 0.3841094673, propagate_forward_time: 19.3692626953, propagate_backward_time: 28.9054374695, weight_update_time: 0.1137272418, other_time: 2.1034736633
epoch time: 4.2788853645s, input_fired_time: 0.0527776666, output_fired_time: 0.0000000000, propagate_forward_time: 3.8497898579, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3763177395
validation[          , genome  4081] predictions:    9576/  10000 (95.76%), best:    9581/10000 (95.81%), error:      1443.43262, best error:      1408.76929 on epoch:    44, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 50.8892250061s, input_fired_time: 0.4199985862, output_fired_time: 0.3813995123, propagate_forward_time: 19.2839965820, propagate_backward_time: 28.7638206482, weight_update_time: 0.1104826778, other_time: 2.0400085449
epoch time: 4.2683625221s, input_fired_time: 0.0519554317, output_fired_time: 0.0000000000, propagate_forward_time: 3.8500707150, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3663365841
validation[          , genome  4081] predictions:    9595/  10000 (95.95%), best:    9581/10000 (95.81%), error:      1419.76038, best error:      1408.76929 on epoch:    44, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 51.4876861572s, input_fired_time: 0.4265514016, output_fired_time: 0.3867360353, propagate_forward_time: 19.4801788330, propagate_backward_time: 29.0898532867, weight_update_time: 0.1120117754, other_time: 2.1043643951
epoch time: 4.3294849396s, input_fired_time: 0.0537708402, output_fired_time: 0.0000000000, propagate_forward_time: 3.9001126289, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3756012917
validation[          , genome  4081] predictions:    9586/  10000 (95.86%), best:    9581/10000 (95.81%), error:      1440.58289, best error:      1408.76929 on epoch:    44, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 50.6895942688s, input_fired_time: 0.4173524082, output_fired_time: 0.3794527054, propagate_forward_time: 19.2569427490, propagate_backward_time: 28.5968647003, weight_update_time: 0.1098298952, other_time: 2.0389842987
epoch time: 4.2658624649s, input_fired_time: 0.0529771782, output_fired_time: 0.0000000000, propagate_forward_time: 3.8410887718, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3717966080
validation[          , genome  4081] predictions:    9576/  10000 (95.76%), best:    9581/10000 (95.81%), error:      1418.36377, best error:      1408.76929 on epoch:    44, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 51.0745887756s, input_fired_time: 0.4247581661, output_fired_time: 0.3834846616, propagate_forward_time: 19.3287830353, propagate_backward_time: 28.8316764832, weight_update_time: 0.1122514382, other_time: 2.1058864594
epoch time: 4.2832407951s, input_fired_time: 0.0536725856, output_fired_time: 0.0000000000, propagate_forward_time: 3.8542928696, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3752751350
validation[          , genome  4081] predictions:    9556/  10000 (95.56%), best:    9581/10000 (95.81%), error:      1534.47754, best error:      1408.76929 on epoch:    44, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 51.2738914490s, input_fired_time: 0.4203442037, output_fired_time: 0.3852373958, propagate_forward_time: 19.4183940887, propagate_backward_time: 28.9963817596, weight_update_time: 0.1112041026, other_time: 2.0535316467
epoch time: 4.3081688881s, input_fired_time: 0.0533675589, output_fired_time: 0.0000000000, propagate_forward_time: 3.8860950470, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3687062263
validation[          , genome  4081] predictions:    9542/  10000 (95.42%), best:    9581/10000 (95.81%), error:      1518.63550, best error:      1408.76929 on epoch:    44, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 51.3320541382s, input_fired_time: 0.4310619831, output_fired_time: 0.3850396872, propagate_forward_time: 19.4330177307, propagate_backward_time: 28.9778022766, weight_update_time: 0.1131203547, other_time: 2.1051330566
epoch time: 4.3029251099s, input_fired_time: 0.0531510189, output_fired_time: 0.0000000000, propagate_forward_time: 3.8746345043, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3751394749
validation[          , genome  4081] predictions:    9526/  10000 (95.26%), best:    9581/10000 (95.81%), error:      1550.16309, best error:      1408.76929 on epoch:    44, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 51.1688156128s, input_fired_time: 0.4226617813, output_fired_time: 0.3835154176, propagate_forward_time: 19.3741760254, propagate_backward_time: 28.9150543213, weight_update_time: 0.1119759083, other_time: 2.0734100342
epoch time: 4.2860493660s, input_fired_time: 0.0524547808, output_fired_time: 0.0000000000, propagate_forward_time: 3.8634171486, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3701772690
validation[          , genome  4081] predictions:    9549/  10000 (95.49%), best:    9581/10000 (95.81%), error:      1481.30786, best error:      1408.76929 on epoch:    44, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 51.4829292297s, input_fired_time: 0.4297801852, output_fired_time: 0.3855451941, propagate_forward_time: 19.4673099518, propagate_backward_time: 29.0917148590, weight_update_time: 0.1131160259, other_time: 2.1085815430
epoch time: 4.3237862587s, input_fired_time: 0.0532522760, output_fired_time: 0.0000000000, propagate_forward_time: 3.8938851357, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3766489029
validation[          , genome  4081] predictions:    9601/  10000 (96.01%), best:    9601/10000 (96.01%), error:      1346.11853, best error:      1346.11853 on epoch:    60, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 51.1596145630s, input_fired_time: 0.4225930572, output_fired_time: 0.3845552206, propagate_forward_time: 19.3806781769, propagate_backward_time: 28.9150581360, weight_update_time: 0.1107449383, other_time: 2.0567302704
epoch time: 4.3043355942s, input_fired_time: 0.0528306663, output_fired_time: 0.0000000000, propagate_forward_time: 3.8814303875, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3700745106
validation[          , genome  4081] predictions:    9496/  10000 (94.96%), best:    9601/10000 (96.01%), error:      1673.61072, best error:      1346.11853 on epoch:    60, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 51.2708625793s, input_fired_time: 0.4241250157, output_fired_time: 0.3851912916, propagate_forward_time: 19.4061126709, propagate_backward_time: 28.9989318848, weight_update_time: 0.1115411296, other_time: 2.0564994812
epoch time: 4.3068146706s, input_fired_time: 0.0534197390, output_fired_time: 0.0000000000, propagate_forward_time: 3.8837668896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3696281910
validation[          , genome  4081] predictions:    9594/  10000 (95.94%), best:    9601/10000 (96.01%), error:      1373.35107, best error:      1346.11853 on epoch:    60, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 51.3706054688s, input_fired_time: 0.4310923815, output_fired_time: 0.3861624897, propagate_forward_time: 19.4092788696, propagate_backward_time: 29.0389957428, weight_update_time: 0.1135572940, other_time: 2.1050777435
epoch time: 4.3146643639s, input_fired_time: 0.0528246798, output_fired_time: 0.0000000000, propagate_forward_time: 3.8858113289, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3760285378
validation[          , genome  4081] predictions:    9528/  10000 (95.28%), best:    9601/10000 (96.01%), error:      1607.60608, best error:      1346.11853 on epoch:    60, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 51.1863632202s, input_fired_time: 0.4278347194, output_fired_time: 0.3830407858, propagate_forward_time: 19.3624610901, propagate_backward_time: 28.9059295654, weight_update_time: 0.1124188751, other_time: 2.1070976257
epoch time: 4.3026242256s, input_fired_time: 0.0539224483, output_fired_time: 0.0000000000, propagate_forward_time: 3.8727836609, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3759179115
validation[          , genome  4081] predictions:    9596/  10000 (95.96%), best:    9601/10000 (96.01%), error:      1362.90857, best error:      1346.11853 on epoch:    60, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 51.0413589478s, input_fired_time: 0.4226540923, output_fired_time: 0.3830300868, propagate_forward_time: 19.3599872589, propagate_backward_time: 28.8361644745, weight_update_time: 0.1110976413, other_time: 2.0395240784
epoch time: 4.2824025154s, input_fired_time: 0.0538498498, output_fired_time: 0.0000000000, propagate_forward_time: 3.8594894409, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3690633774
validation[          , genome  4081] predictions:    9545/  10000 (95.45%), best:    9601/10000 (96.01%), error:      1461.49817, best error:      1346.11853 on epoch:    60, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 51.1143493652s, input_fired_time: 0.4216272831, output_fired_time: 0.3833186030, propagate_forward_time: 19.3910961151, propagate_backward_time: 28.8739528656, weight_update_time: 0.1107025743, other_time: 2.0443534851
epoch time: 4.2995719910s, input_fired_time: 0.0540070459, output_fired_time: 0.0000000000, propagate_forward_time: 3.8754169941, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3701479435
validation[          , genome  4081] predictions:    9442/  10000 (94.42%), best:    9601/10000 (96.01%), error:      1924.16077, best error:      1346.11853 on epoch:    60, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 51.3627433777s, input_fired_time: 0.4237633646, output_fired_time: 0.3854341507, propagate_forward_time: 19.4325942993, propagate_backward_time: 29.0613040924, weight_update_time: 0.1120220274, other_time: 2.0596485138
epoch time: 4.3155126572s, input_fired_time: 0.0524423569, output_fired_time: 0.0000000000, propagate_forward_time: 3.8931679726, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3699021339
validation[          , genome  4081] predictions:    9598/  10000 (95.98%), best:    9601/10000 (96.01%), error:      1398.76038, best error:      1346.11853 on epoch:    60, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 51.2576370239s, input_fired_time: 0.4315173328, output_fired_time: 0.3849374056, propagate_forward_time: 19.3924140930, propagate_backward_time: 28.9537944794, weight_update_time: 0.1131035760, other_time: 2.0949726105
epoch time: 4.3006072044s, input_fired_time: 0.0540749356, output_fired_time: 0.0000000000, propagate_forward_time: 3.8735399246, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3729925156
validation[          , genome  4081] predictions:    9603/  10000 (96.03%), best:    9601/10000 (96.01%), error:      1419.23657, best error:      1346.11853 on epoch:    60, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 51.2172164917s, input_fired_time: 0.4279684424, output_fired_time: 0.3853836656, propagate_forward_time: 19.3613834381, propagate_backward_time: 28.9404182434, weight_update_time: 0.1129575223, other_time: 2.1020641327
epoch time: 4.2940478325s, input_fired_time: 0.0542001165, output_fired_time: 0.0000000000, propagate_forward_time: 3.8662600517, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3735876083
validation[          , genome  4081] predictions:    9597/  10000 (95.97%), best:    9601/10000 (96.01%), error:      1379.58728, best error:      1346.11853 on epoch:    60, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 51.0735626221s, input_fired_time: 0.4286876619, output_fired_time: 0.3838537037, propagate_forward_time: 19.3183994293, propagate_backward_time: 28.8377895355, weight_update_time: 0.1116441265, other_time: 2.1048316956
epoch time: 4.2747254372s, input_fired_time: 0.0539891198, output_fired_time: 0.0000000000, propagate_forward_time: 3.8466284275, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3741080761
validation[          , genome  4081] predictions:    9524/  10000 (95.24%), best:    9601/10000 (96.01%), error:      1577.58252, best error:      1346.11853 on epoch:    60, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 51.0561332703s, input_fired_time: 0.4226052463, output_fired_time: 0.3820807040, propagate_forward_time: 19.3487262726, propagate_backward_time: 28.8611335754, weight_update_time: 0.1104740873, other_time: 2.0415897369
epoch time: 4.2639317513s, input_fired_time: 0.0530420914, output_fired_time: 0.0000000000, propagate_forward_time: 3.8433699608, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3675198555
validation[          , genome  4081] predictions:    9589/  10000 (95.89%), best:    9601/10000 (96.01%), error:      1380.41968, best error:      1346.11853 on epoch:    60, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 51.1165313721s, input_fired_time: 0.4235194027, output_fired_time: 0.3830449581, propagate_forward_time: 19.3678054810, propagate_backward_time: 28.8921756744, weight_update_time: 0.1104339287, other_time: 2.0499858856
epoch time: 4.2920303345s, input_fired_time: 0.0529237837, output_fired_time: 0.0000000000, propagate_forward_time: 3.8702125549, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3688941002
validation[          , genome  4081] predictions:    9534/  10000 (95.34%), best:    9601/10000 (96.01%), error:      1513.61755, best error:      1346.11853 on epoch:    60, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 51.1547203064s, input_fired_time: 0.4273603261, output_fired_time: 0.3836880922, propagate_forward_time: 19.3386211395, propagate_backward_time: 28.9343338013, weight_update_time: 0.1115816087, other_time: 2.0707149506
epoch time: 4.2823624611s, input_fired_time: 0.0540091880, output_fired_time: 0.0000000000, propagate_forward_time: 3.8595061302, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3688473701
validation[          , genome  4081] predictions:    9561/  10000 (95.61%), best:    9601/10000 (96.01%), error:      1498.94177, best error:      1346.11853 on epoch:    60, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 50.9738006592s, input_fired_time: 0.4294508696, output_fired_time: 0.3826196790, propagate_forward_time: 19.2987136841, propagate_backward_time: 28.7622013092, weight_update_time: 0.1126276925, other_time: 2.1008167267
epoch time: 4.2834310532s, input_fired_time: 0.0541377626, output_fired_time: 0.0000000000, propagate_forward_time: 3.8532564640, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3760368824
validation[          , genome  4081] predictions:    9514/  10000 (95.14%), best:    9601/10000 (96.01%), error:      1632.85828, best error:      1346.11853 on epoch:    60, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 51.2421493530s, input_fired_time: 0.4282847345, output_fired_time: 0.3856746554, propagate_forward_time: 19.3956851959, propagate_backward_time: 28.9348316193, weight_update_time: 0.1119977236, other_time: 2.0976753235
epoch time: 4.3020291328s, input_fired_time: 0.0535393097, output_fired_time: 0.0000000000, propagate_forward_time: 3.8722190857, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3762707710
validation[          , genome  4081] predictions:    9607/  10000 (96.07%), best:    9601/10000 (96.01%), error:      1347.10193, best error:      1346.11853 on epoch:    60, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 51.2847213745s, input_fired_time: 0.4320840538, output_fired_time: 0.3862968385, propagate_forward_time: 19.3965530396, propagate_backward_time: 28.9610271454, weight_update_time: 0.1121915355, other_time: 2.1087627411
epoch time: 4.2910385132s, input_fired_time: 0.0542863756, output_fired_time: 0.0000000000, propagate_forward_time: 3.8595972061, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3771548271
validation[          , genome  4081] predictions:    9562/  10000 (95.62%), best:    9601/10000 (96.01%), error:      1466.27087, best error:      1346.11853 on epoch:    60, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 51.3159027100s, input_fired_time: 0.4309505522, output_fired_time: 0.3858488798, propagate_forward_time: 19.3897609711, propagate_backward_time: 29.0064163208, weight_update_time: 0.1120328084, other_time: 2.1029262543
epoch time: 4.3106837273s, input_fired_time: 0.0546840914, output_fired_time: 0.0000000000, propagate_forward_time: 3.8833212852, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3726782799
validation[          , genome  4081] predictions:    9574/  10000 (95.74%), best:    9601/10000 (96.01%), error:      1421.17969, best error:      1346.11853 on epoch:    60, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 51.1988143921s, input_fired_time: 0.4312035441, output_fired_time: 0.3854349852, propagate_forward_time: 19.3373107910, propagate_backward_time: 28.9467258453, weight_update_time: 0.1129028201, other_time: 2.0981426239
epoch time: 4.2950983047s, input_fired_time: 0.0542505234, output_fired_time: 0.0000000000, propagate_forward_time: 3.8645105362, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3763370514
validation[          , genome  4081] predictions:    9517/  10000 (95.17%), best:    9601/10000 (96.01%), error:      1615.56506, best error:      1346.11853 on epoch:    60, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 51.1987380981s, input_fired_time: 0.4235017002, output_fired_time: 0.3884918690, propagate_forward_time: 19.3717880249, propagate_backward_time: 28.9766063690, weight_update_time: 0.1108388752, other_time: 2.0383510590
epoch time: 4.2908058167s, input_fired_time: 0.0535628609, output_fired_time: 0.0000000000, propagate_forward_time: 3.8689827919, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3682603836
validation[          , genome  4081] predictions:    9549/  10000 (95.49%), best:    9601/10000 (96.01%), error:      1490.15906, best error:      1346.11853 on epoch:    60, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 51.0369262695s, input_fired_time: 0.4221073091, output_fired_time: 0.3813255131, propagate_forward_time: 19.3542613983, propagate_backward_time: 28.8445339203, weight_update_time: 0.1108264551, other_time: 2.0346984863
epoch time: 4.3126564026s, input_fired_time: 0.0532633960, output_fired_time: 0.0000000000, propagate_forward_time: 3.8890521526, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3703410625
validation[          , genome  4081] predictions:    9580/  10000 (95.80%), best:    9601/10000 (96.01%), error:      1374.16943, best error:      1346.11853 on epoch:    60, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 51.4102325439s, input_fired_time: 0.4322195649, output_fired_time: 0.3867776990, propagate_forward_time: 19.4398803711, propagate_backward_time: 29.0518016815, weight_update_time: 0.1120578945, other_time: 2.0995540619
epoch time: 4.3044433594s, input_fired_time: 0.0529925935, output_fired_time: 0.0000000000, propagate_forward_time: 3.8821799755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3692705631
validation[          , genome  4081] predictions:    9573/  10000 (95.73%), best:    9601/10000 (96.01%), error:      1437.39697, best error:      1346.11853 on epoch:    60, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 50.8801727295s, input_fired_time: 0.4333576262, output_fired_time: 0.3796322048, propagate_forward_time: 19.2881336212, propagate_backward_time: 28.6728286743, weight_update_time: 0.1119280905, other_time: 2.1062221527
epoch time: 4.2705760002s, input_fired_time: 0.0544248149, output_fired_time: 0.0000000000, propagate_forward_time: 3.8397879601, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3763632774
validation[          , genome  4081] predictions:    9588/  10000 (95.88%), best:    9601/10000 (96.01%), error:      1386.03113, best error:      1346.11853 on epoch:    60, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 51.3253860474s, input_fired_time: 0.4310339987, output_fired_time: 0.3851851821, propagate_forward_time: 19.4385490417, propagate_backward_time: 28.9851741791, weight_update_time: 0.1125453338, other_time: 2.0854434967
epoch time: 4.2902770042s, input_fired_time: 0.0532727726, output_fired_time: 0.0000000000, propagate_forward_time: 3.8665518761, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3704524040
validation[          , genome  4081] predictions:    9606/  10000 (96.06%), best:    9606/10000 (96.06%), error:      1329.74402, best error:      1329.74402 on epoch:    83, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 51.3438644409s, input_fired_time: 0.4329315126, output_fired_time: 0.3860391974, propagate_forward_time: 19.4268589020, propagate_backward_time: 28.9945068359, weight_update_time: 0.1134957373, other_time: 2.1035289764
epoch time: 4.3065381050s, input_fired_time: 0.0544192158, output_fired_time: 0.0000000000, propagate_forward_time: 3.8771157265, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3750033379
validation[          , genome  4081] predictions:    9609/  10000 (96.09%), best:    9606/10000 (96.06%), error:      1349.18115, best error:      1329.74402 on epoch:    83, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 51.1153221130s, input_fired_time: 0.4251223505, output_fired_time: 0.3850582242, propagate_forward_time: 19.3329334259, propagate_backward_time: 28.9318771362, weight_update_time: 0.1113958284, other_time: 2.0403308868
epoch time: 4.2870607376s, input_fired_time: 0.0536593162, output_fired_time: 0.0000000000, propagate_forward_time: 3.8653049469, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3680963516
validation[          , genome  4081] predictions:    9562/  10000 (95.62%), best:    9606/10000 (96.06%), error:      1519.30090, best error:      1329.74402 on epoch:    83, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 51.3873023987s, input_fired_time: 0.4345642626, output_fired_time: 0.3841249645, propagate_forward_time: 19.4145603180, propagate_backward_time: 29.0485649109, weight_update_time: 0.1130267158, other_time: 2.1054897308
epoch time: 4.3037161827s, input_fired_time: 0.0536195934, output_fired_time: 0.0000000000, propagate_forward_time: 3.8794047832, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3706920147
validation[          , genome  4081] predictions:    9596/  10000 (95.96%), best:    9606/10000 (96.06%), error:      1422.76672, best error:      1329.74402 on epoch:    83, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 50.9438476563s, input_fired_time: 0.4247868359, output_fired_time: 0.3842081130, propagate_forward_time: 19.2929821014, propagate_backward_time: 28.7980575562, weight_update_time: 0.1105863899, other_time: 2.0438137054
epoch time: 4.2785420418s, input_fired_time: 0.0536648668, output_fired_time: 0.0000000000, propagate_forward_time: 3.8559851646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3688921928
validation[          , genome  4081] predictions:    9579/  10000 (95.79%), best:    9606/10000 (96.06%), error:      1394.66382, best error:      1329.74402 on epoch:    83, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 50.9091110229s, input_fired_time: 0.4328368604, output_fired_time: 0.3807252645, propagate_forward_time: 19.3209609985, propagate_backward_time: 28.6771183014, weight_update_time: 0.1131954566, other_time: 2.0974674225
epoch time: 4.2914505005s, input_fired_time: 0.0542902574, output_fired_time: 0.0000000000, propagate_forward_time: 3.8586111069, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3785490990
validation[          , genome  4081] predictions:    9572/  10000 (95.72%), best:    9606/10000 (96.06%), error:      1468.93201, best error:      1329.74402 on epoch:    83, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 51.3129158020s, input_fired_time: 0.4325692058, output_fired_time: 0.3845526278, propagate_forward_time: 19.4078674316, propagate_backward_time: 28.9811916351, weight_update_time: 0.1128520221, other_time: 2.1067371368
epoch time: 4.3045845032s, input_fired_time: 0.0552906245, output_fired_time: 0.0000000000, propagate_forward_time: 3.8749151230, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3743786812
validation[          , genome  4081] predictions:    9587/  10000 (95.87%), best:    9606/10000 (96.06%), error:      1441.89929, best error:      1329.74402 on epoch:    83, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 51.4257850647s, input_fired_time: 0.4349568486, output_fired_time: 0.3845897317, propagate_forward_time: 19.4561614990, propagate_backward_time: 29.0406589508, weight_update_time: 0.1140882522, other_time: 2.1094188690
epoch time: 4.3189234734s, input_fired_time: 0.0546341091, output_fired_time: 0.0000000000, propagate_forward_time: 3.8893311024, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3749582767
validation[          , genome  4081] predictions:    9582/  10000 (95.82%), best:    9606/10000 (96.06%), error:      1447.33472, best error:      1329.74402 on epoch:    83, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 51.0020904541s, input_fired_time: 0.4237200916, output_fired_time: 0.3815492690, propagate_forward_time: 19.3390235901, propagate_backward_time: 28.8170242310, weight_update_time: 0.1110985130, other_time: 2.0407714844
epoch time: 4.2819714546s, input_fired_time: 0.0536153577, output_fired_time: 0.0000000000, propagate_forward_time: 3.8612191677, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3671367168
validation[          , genome  4081] predictions:    9606/  10000 (96.06%), best:    9606/10000 (96.06%), error:      1348.16870, best error:      1329.74402 on epoch:    83, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 51.3624496460s, input_fired_time: 0.4351409078, output_fired_time: 0.3873033226, propagate_forward_time: 19.4116973877, propagate_backward_time: 29.0135593414, weight_update_time: 0.1126320958, other_time: 2.1147480011
epoch time: 4.3049554825s, input_fired_time: 0.0547058508, output_fired_time: 0.0000000000, propagate_forward_time: 3.8758957386, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3743541241
validation[          , genome  4081] predictions:    9568/  10000 (95.68%), best:    9606/10000 (96.06%), error:      1493.67261, best error:      1329.74402 on epoch:    83, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 51.0668258667s, input_fired_time: 0.4330392182, output_fired_time: 0.3859809637, propagate_forward_time: 19.3365917206, propagate_backward_time: 28.8166484833, weight_update_time: 0.1116577461, other_time: 2.0945625305
epoch time: 4.2882518768s, input_fired_time: 0.0540032014, output_fired_time: 0.0000000000, propagate_forward_time: 3.8602745533, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3739740849
validation[          , genome  4081] predictions:    9560/  10000 (95.60%), best:    9606/10000 (96.06%), error:      1497.70239, best error:      1329.74402 on epoch:    83, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 51.2066497803s, input_fired_time: 0.4295792282, output_fired_time: 0.3856150508, propagate_forward_time: 19.3543472290, propagate_backward_time: 28.9749374390, weight_update_time: 0.1113194227, other_time: 2.0621681213
epoch time: 4.2908945084s, input_fired_time: 0.0543530248, output_fired_time: 0.0000000000, propagate_forward_time: 3.8680489063, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3684923649
validation[          , genome  4081] predictions:    9555/  10000 (95.55%), best:    9606/10000 (96.06%), error:      1549.49976, best error:      1329.74402 on epoch:    83, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 51.3458328247s, input_fired_time: 0.4263518751, output_fired_time: 0.3852478862, propagate_forward_time: 19.4439620972, propagate_backward_time: 29.0380821228, weight_update_time: 0.1123286858, other_time: 2.0521888733
epoch time: 4.3112120628s, input_fired_time: 0.0538942926, output_fired_time: 0.0000000000, propagate_forward_time: 3.8899841309, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3673334122
validation[          , genome  4081] predictions:    9611/  10000 (96.11%), best:    9611/10000 (96.11%), error:      1321.70801, best error:      1321.70801 on epoch:    95, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 51.4786338806s, input_fired_time: 0.4369242489, output_fired_time: 0.3875277638, propagate_forward_time: 19.4570674896, propagate_backward_time: 29.0831012726, weight_update_time: 0.1123594642, other_time: 2.1140136719
epoch time: 4.3207955360s, input_fired_time: 0.0544188470, output_fired_time: 0.0000000000, propagate_forward_time: 3.8917932510, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3745832443
validation[          , genome  4081] predictions:    9590/  10000 (95.90%), best:    9611/10000 (96.11%), error:      1412.26086, best error:      1321.70801 on epoch:    95, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 51.1342201233s, input_fired_time: 0.4356175661, output_fired_time: 0.3835256100, propagate_forward_time: 19.3695468903, propagate_backward_time: 28.8465003967, weight_update_time: 0.1114172488, other_time: 2.0990276337
epoch time: 4.2966284752s, input_fired_time: 0.0549946092, output_fired_time: 0.0000000000, propagate_forward_time: 3.8680191040, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3736147881
validation[          , genome  4081] predictions:    9580/  10000 (95.80%), best:    9611/10000 (96.11%), error:      1407.00220, best error:      1321.70801 on epoch:    95, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 51.0446319580s, input_fired_time: 0.4287945926, output_fired_time: 0.3845210075, propagate_forward_time: 19.3217983246, propagate_backward_time: 28.8472499847, weight_update_time: 0.1114479005, other_time: 2.0622673035
epoch time: 4.2734427452s, input_fired_time: 0.0537533611, output_fired_time: 0.0000000000, propagate_forward_time: 3.8503863811, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3693029881
validation[          , genome  4081] predictions:    9591/  10000 (95.91%), best:    9611/10000 (96.11%), error:      1377.30652, best error:      1321.70801 on epoch:    95, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 51.2011299133s, input_fired_time: 0.4335137010, output_fired_time: 0.3843485713, propagate_forward_time: 19.3876419067, propagate_backward_time: 28.8950824738, weight_update_time: 0.1128455698, other_time: 2.1005420685
epoch time: 4.2883744240s, input_fired_time: 0.0545986481, output_fired_time: 0.0000000000, propagate_forward_time: 3.8610048294, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3727707863
validation[          , genome  4081] predictions:    9598/  10000 (95.98%), best:    9611/10000 (96.11%), error:      1391.15759, best error:      1321.70801 on epoch:    95, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 51.3766441345s, input_fired_time: 0.4344263971, output_fired_time: 0.3859628439, propagate_forward_time: 19.4332714081, propagate_backward_time: 29.0219478607, weight_update_time: 0.1126354635, other_time: 2.1010360718
epoch time: 4.2948608398s, input_fired_time: 0.0551402755, output_fired_time: 0.0000000000, propagate_forward_time: 3.8659880161, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3737323284
validation[          , genome  4081] predictions:    9583/  10000 (95.83%), best:    9611/10000 (96.11%), error:      1415.00830, best error:      1321.70801 on epoch:    95, 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: 21.6004238129s, input_fired_time: 0.2736848295, output_fired_time: 0.0000000000, propagate_forward_time: 19.3730335236, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9537048340
best training[          , genome  4081] predictions:   48770/  50000 (97.54%), best:    9611/10000 (96.11%), error:      4506.51611, best error:      1321.70801 on epoch:    95, 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: 4.3056545258s, input_fired_time: 0.0540121868, output_fired_time: 0.0000000000, propagate_forward_time: 3.8772344589, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3744077682
   testing[          , genome  4081] predictions:    9603/  10000 (96.03%), best:    9611/10000 (96.11%), error:      1296.70862, best error:      1321.70801 on epoch:    95, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
17:51:55 (4312): called boinc_finish(0)

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