Nameexact_genome_1512568488_43_3568_0
Workunit2589154
Created7 Dec 2017, 5:30:41 UTC
Sent7 Dec 2017, 5:37:25 UTC
Report deadline10 Dec 2017, 10:24:43 UTC
Received7 Dec 2017, 7:23:43 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID49051
Run time1 hours 45 min 47 sec
CPU time1 hours 45 min 27 sec
Validate stateValid
Credit799.88
Device peak FLOPS1.56 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size151.12 MB
Peak swap size155.73 MB
Peak disk usage1.57 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.0502313152, output_fired_time: 0.0000000000, propagate_forward_time: 4.3615880013, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4019799232
validation[          , genome  3568] predictions:    9521/  10000 (95.21%), best:    9562/10000 (95.62%), error:      1582.50317, best error:      1567.56531 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 57.6311111450s, input_fired_time: 0.3979309797, output_fired_time: 0.3703379631, propagate_forward_time: 22.1234874725, propagate_backward_time: 32.4901161194, weight_update_time: 0.1198367923, other_time: 2.2492408752
epoch time: 4.8999218941s, input_fired_time: 0.0495441929, output_fired_time: 0.0000000000, propagate_forward_time: 4.4533090591, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3970685005
validation[          , genome  3568] predictions:    9597/  10000 (95.97%), best:    9597/10000 (95.97%), error:      1456.37390, best error:      1456.37390 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 57.7527008057s, input_fired_time: 0.3987058699, output_fired_time: 0.3724132180, propagate_forward_time: 22.2048625946, propagate_backward_time: 32.5212936401, weight_update_time: 0.1205925420, other_time: 2.2554244995
epoch time: 4.8713769913s, input_fired_time: 0.0506055765, output_fired_time: 0.0000000000, propagate_forward_time: 4.4146242142, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4061470032
validation[          , genome  3568] predictions:    9462/  10000 (94.62%), best:    9597/10000 (95.97%), error:      1796.88306, best error:      1456.37390 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 57.6443748474s, input_fired_time: 0.3985497653, output_fired_time: 0.3724581599, propagate_forward_time: 22.1681976318, propagate_backward_time: 32.4444313049, weight_update_time: 0.1207435653, other_time: 2.2607383728
epoch time: 4.8922758102s, input_fired_time: 0.0503582768, output_fired_time: 0.0000000000, propagate_forward_time: 4.4363408089, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4055767059
validation[          , genome  3568] predictions:    9523/  10000 (95.23%), best:    9597/10000 (95.97%), error:      1582.98047, best error:      1456.37390 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 57.6850700378s, input_fired_time: 0.3991368711, output_fired_time: 0.3727863431, propagate_forward_time: 22.1182346344, propagate_backward_time: 32.5314178467, weight_update_time: 0.1202193126, other_time: 2.2634963989
epoch time: 4.8035106659s, input_fired_time: 0.0492354631, output_fired_time: 0.0000000000, propagate_forward_time: 4.3661627769, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3881125450
validation[          , genome  3568] predictions:    9401/  10000 (94.01%), best:    9597/10000 (95.97%), error:      2037.69385, best error:      1456.37390 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 58.0023155212s, input_fired_time: 0.4026207030, output_fired_time: 0.3740107119, propagate_forward_time: 22.2169342041, propagate_backward_time: 32.7128181458, weight_update_time: 0.1223354042, other_time: 2.2959289551
epoch time: 4.8927154541s, input_fired_time: 0.0491734929, output_fired_time: 0.0000000000, propagate_forward_time: 4.4506287575, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3929133415
validation[          , genome  3568] predictions:    9547/  10000 (95.47%), best:    9597/10000 (95.97%), error:      1506.73242, best error:      1456.37390 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 57.7460823059s, input_fired_time: 0.4000669420, output_fired_time: 0.3731979728, propagate_forward_time: 22.1708774567, propagate_backward_time: 32.5404663086, weight_update_time: 0.1200160235, other_time: 2.2614746094
epoch time: 4.8441305161s, input_fired_time: 0.0492472351, output_fired_time: 0.0000000000, propagate_forward_time: 4.3981781006, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3967051506
validation[          , genome  3568] predictions:    9501/  10000 (95.01%), best:    9597/10000 (95.97%), error:      1699.24353, best error:      1456.37390 on epoch:    15, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 57.6971588135s, input_fired_time: 0.3984093964, output_fired_time: 0.3711094856, propagate_forward_time: 22.1633281708, propagate_backward_time: 32.5283508301, weight_update_time: 0.1195029765, other_time: 2.2359619141
epoch time: 4.8703870773s, input_fired_time: 0.0495011993, output_fired_time: 0.0000000000, propagate_forward_time: 4.4310607910, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3898248672
validation[          , genome  3568] predictions:    9505/  10000 (95.05%), best:    9597/10000 (95.97%), error:      1706.30847, best error:      1456.37390 on epoch:    15, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 57.6616287231s, input_fired_time: 0.4008754194, output_fired_time: 0.3706914485, propagate_forward_time: 22.1086807251, propagate_backward_time: 32.5160598755, weight_update_time: 0.1198388487, other_time: 2.2653198242
epoch time: 4.6350269318s, input_fired_time: 0.0483773500, output_fired_time: 0.0000000000, propagate_forward_time: 4.1982893944, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3883600235
validation[          , genome  3568] predictions:    9582/  10000 (95.82%), best:    9582/10000 (95.82%), error:      1432.82678, best error:      1432.82678 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 57.7908248901s, input_fired_time: 0.4024598598, output_fired_time: 0.3719389439, propagate_forward_time: 22.1914863586, propagate_backward_time: 32.5521926880, weight_update_time: 0.1208034679, other_time: 2.2727470398
epoch time: 4.9144930840s, input_fired_time: 0.0503280722, output_fired_time: 0.0000000000, propagate_forward_time: 4.4697966576, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3943681717
validation[          , genome  3568] predictions:    9556/  10000 (95.56%), best:    9582/10000 (95.82%), error:      1494.26343, best error:      1432.82678 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 57.4557456970s, input_fired_time: 0.4008628726, output_fired_time: 0.3712305725, propagate_forward_time: 22.0477066040, propagate_backward_time: 32.3305320740, weight_update_time: 0.1214854717, other_time: 2.3054122925
epoch time: 4.8740115166s, input_fired_time: 0.0495764613, output_fired_time: 0.0000000000, propagate_forward_time: 4.4303879738, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3940472603
validation[          , genome  3568] predictions:    9543/  10000 (95.43%), best:    9582/10000 (95.82%), error:      1501.20630, best error:      1432.82678 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 57.3050117493s, input_fired_time: 0.3994190395, output_fired_time: 0.3695280552, propagate_forward_time: 21.9608745575, propagate_backward_time: 32.3261184692, weight_update_time: 0.1199136227, other_time: 2.2490692139
epoch time: 4.8627133369s, input_fired_time: 0.0504151136, output_fired_time: 0.0000000000, propagate_forward_time: 4.4130539894, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3992443085
validation[          , genome  3568] predictions:    9482/  10000 (94.82%), best:    9582/10000 (95.82%), error:      1768.32751, best error:      1432.82678 on epoch:    22, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 57.2145462036s, input_fired_time: 0.3966051340, output_fired_time: 0.3694213927, propagate_forward_time: 21.9967384338, propagate_backward_time: 32.2188301086, weight_update_time: 0.1187385395, other_time: 2.2329483032
epoch time: 4.7668571472s, input_fired_time: 0.0506439619, output_fired_time: 0.0000000000, propagate_forward_time: 4.3112521172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4049611092
validation[          , genome  3568] predictions:    9429/  10000 (94.29%), best:    9582/10000 (95.82%), error:      1988.31616, best error:      1432.82678 on epoch:    22, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 57.3989219666s, input_fired_time: 0.4002481997, output_fired_time: 0.3693820536, propagate_forward_time: 22.0099372864, propagate_backward_time: 32.3372688293, weight_update_time: 0.1205065325, other_time: 2.2820854187
epoch time: 4.9053769112s, input_fired_time: 0.0510786548, output_fired_time: 0.0000000000, propagate_forward_time: 4.4581775665, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3961205482
validation[          , genome  3568] predictions:    9573/  10000 (95.73%), best:    9573/10000 (95.73%), error:      1416.72168, best error:      1416.72168 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 56.9160346985s, input_fired_time: 0.3997825384, output_fired_time: 0.3683827519, propagate_forward_time: 21.8497905731, propagate_backward_time: 32.0315475464, weight_update_time: 0.1191174164, other_time: 2.2665328979
epoch time: 4.8961253166s, input_fired_time: 0.0505395345, output_fired_time: 0.0000000000, propagate_forward_time: 4.4381618500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4074239731
validation[          , genome  3568] predictions:    9577/  10000 (95.77%), best:    9573/10000 (95.73%), error:      1489.32141, best error:      1416.72168 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 57.4015312195s, input_fired_time: 0.3998379707, output_fired_time: 0.3696087599, propagate_forward_time: 22.0613212585, propagate_backward_time: 32.2970275879, weight_update_time: 0.1197405607, other_time: 2.2737350464
epoch time: 4.9102144241s, input_fired_time: 0.0502251647, output_fired_time: 0.0000000000, propagate_forward_time: 4.4629602432, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3970289230
validation[          , genome  3568] predictions:    9588/  10000 (95.88%), best:    9588/10000 (95.88%), error:      1411.59180, best error:      1411.59180 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 56.9227676392s, input_fired_time: 0.3987266719, output_fired_time: 0.3689686954, propagate_forward_time: 21.8205547333, propagate_backward_time: 32.0840568542, weight_update_time: 0.1189126745, other_time: 2.2504615784
epoch time: 4.9200439453s, input_fired_time: 0.0501662642, output_fired_time: 0.0000000000, propagate_forward_time: 4.4655752182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4043025970
validation[          , genome  3568] predictions:    9589/  10000 (95.89%), best:    9588/10000 (95.88%), error:      1488.82959, best error:      1411.59180 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 57.2262840271s, input_fired_time: 0.3999022245, output_fired_time: 0.3688289821, propagate_forward_time: 21.9481010437, propagate_backward_time: 32.2378807068, weight_update_time: 0.1198983192, other_time: 2.2715721130
epoch time: 4.7411780357s, input_fired_time: 0.0491212904, output_fired_time: 0.0000000000, propagate_forward_time: 4.2976865768, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3943700790
validation[          , genome  3568] predictions:    9595/  10000 (95.95%), best:    9595/10000 (95.95%), error:      1378.14148, best error:      1378.14148 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 57.2920379639s, input_fired_time: 0.4008994997, output_fired_time: 0.3702278137, propagate_forward_time: 21.9909191132, propagate_backward_time: 32.2454757690, weight_update_time: 0.1208480597, other_time: 2.2845153809
epoch time: 4.8608660698s, input_fired_time: 0.0495508537, output_fired_time: 0.0000000000, propagate_forward_time: 4.4134216309, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3978934288
validation[          , genome  3568] predictions:    9564/  10000 (95.64%), best:    9595/10000 (95.95%), error:      1454.50977, best error:      1378.14148 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 57.4055480957s, input_fired_time: 0.4005098045, output_fired_time: 0.3708837926, propagate_forward_time: 22.0275478363, propagate_backward_time: 32.3512649536, weight_update_time: 0.1197585091, other_time: 2.2553405762
epoch time: 4.8543405533s, input_fired_time: 0.0490557514, output_fired_time: 0.0000000000, propagate_forward_time: 4.4131054878, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3921794891
validation[          , genome  3568] predictions:    9614/  10000 (96.14%), best:    9614/10000 (96.14%), error:      1375.76477, best error:      1375.76477 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 57.6781539917s, input_fired_time: 0.4041886032, output_fired_time: 0.3731257319, propagate_forward_time: 22.1823863983, propagate_backward_time: 32.4372978210, weight_update_time: 0.1206264049, other_time: 2.2811546326
epoch time: 4.9021749496s, input_fired_time: 0.0501734428, output_fired_time: 0.0000000000, propagate_forward_time: 4.4587211609, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3932805061
validation[          , genome  3568] predictions:    9564/  10000 (95.64%), best:    9614/10000 (96.14%), error:      1445.06677, best error:      1375.76477 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 57.8862724304s, input_fired_time: 0.4036546350, output_fired_time: 0.3725937903, propagate_forward_time: 22.2070674896, propagate_backward_time: 32.6169128418, weight_update_time: 0.1211956814, other_time: 2.2860412598
epoch time: 4.6612081528s, input_fired_time: 0.0488314964, output_fired_time: 0.0000000000, propagate_forward_time: 4.2227745056, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3896021843
validation[          , genome  3568] predictions:    9578/  10000 (95.78%), best:    9614/10000 (96.14%), error:      1377.52490, best error:      1375.76477 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 57.8901519775s, input_fired_time: 0.4027840793, output_fired_time: 0.3722155988, propagate_forward_time: 22.2291851044, propagate_backward_time: 32.6219978333, weight_update_time: 0.1205367297, other_time: 2.2639732361
epoch time: 4.8785934448s, input_fired_time: 0.0503183454, output_fired_time: 0.0000000000, propagate_forward_time: 4.4286866188, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3995885849
validation[          , genome  3568] predictions:    9584/  10000 (95.84%), best:    9614/10000 (96.14%), error:      1412.35400, best error:      1375.76477 on epoch:    33, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 56.9707374573s, input_fired_time: 0.3995938003, output_fired_time: 0.3691991568, propagate_forward_time: 21.8732013702, propagate_backward_time: 32.0579605103, weight_update_time: 0.1196105182, other_time: 2.2707824707
epoch time: 4.9240350723s, input_fired_time: 0.0505876429, output_fired_time: 0.0000000000, propagate_forward_time: 4.4687943459, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4046530724
validation[          , genome  3568] predictions:    9602/  10000 (96.02%), best:    9602/10000 (96.02%), error:      1351.85083, best error:      1351.85083 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 56.5211334229s, input_fired_time: 0.4000911415, output_fired_time: 0.3665660918, propagate_forward_time: 21.7146415710, propagate_backward_time: 31.7581157684, weight_update_time: 0.1193965152, other_time: 2.2817211151
epoch time: 4.7026615143s, input_fired_time: 0.0490030274, output_fired_time: 0.0000000000, propagate_forward_time: 4.2605133057, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3931450844
validation[          , genome  3568] predictions:    9597/  10000 (95.97%), best:    9602/10000 (96.02%), error:      1401.46216, best error:      1351.85083 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 57.2616882324s, input_fired_time: 0.4009214640, output_fired_time: 0.3687196970, propagate_forward_time: 21.9572162628, propagate_backward_time: 32.2846870422, weight_update_time: 0.1197947860, other_time: 2.2501411438
epoch time: 4.9021372795s, input_fired_time: 0.0503690392, output_fired_time: 0.0000000000, propagate_forward_time: 4.4454030991, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4063649178
validation[          , genome  3568] predictions:    9549/  10000 (95.49%), best:    9602/10000 (96.02%), error:      1543.75806, best error:      1351.85083 on epoch:    37, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 57.5335578918s, input_fired_time: 0.4004842043, output_fired_time: 0.3716263473, propagate_forward_time: 22.1265888214, propagate_backward_time: 32.3913917542, weight_update_time: 0.1197610423, other_time: 2.2434654236
epoch time: 4.8613252640s, input_fired_time: 0.0493521988, output_fired_time: 0.0000000000, propagate_forward_time: 4.4240794182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3878936768
validation[          , genome  3568] predictions:    9590/  10000 (95.90%), best:    9602/10000 (96.02%), error:      1379.09546, best error:      1351.85083 on epoch:    37, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 57.6852149963s, input_fired_time: 0.4016853571, output_fired_time: 0.3715683222, propagate_forward_time: 22.1366119385, propagate_backward_time: 32.5190429688, weight_update_time: 0.1202935353, other_time: 2.2563095093
epoch time: 4.8721642494s, input_fired_time: 0.0499307662, output_fired_time: 0.0000000000, propagate_forward_time: 4.4376778603, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3845558167
validation[          , genome  3568] predictions:    9546/  10000 (95.46%), best:    9602/10000 (96.02%), error:      1512.56250, best error:      1351.85083 on epoch:    37, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 57.4881362915s, input_fired_time: 0.4027757049, output_fired_time: 0.3713286221, propagate_forward_time: 22.0767192841, propagate_backward_time: 32.3677024841, weight_update_time: 0.1204717085, other_time: 2.2696113586
epoch time: 4.8933658600s, input_fired_time: 0.0515988693, output_fired_time: 0.0000000000, propagate_forward_time: 4.4343819618, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4073848724
validation[          , genome  3568] predictions:    9611/  10000 (96.11%), best:    9611/10000 (96.11%), error:      1343.03467, best error:      1343.03467 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 57.0702819824s, input_fired_time: 0.4005196393, output_fired_time: 0.3692268729, propagate_forward_time: 21.8517990112, propagate_backward_time: 32.1826591492, weight_update_time: 0.1198168918, other_time: 2.2660751343
epoch time: 4.8578019142s, input_fired_time: 0.0503290966, output_fired_time: 0.0000000000, propagate_forward_time: 4.4149351120, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3925375938
validation[          , genome  3568] predictions:    9597/  10000 (95.97%), best:    9611/10000 (96.11%), error:      1418.86194, best error:      1343.03467 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 56.4758491516s, input_fired_time: 0.4017170966, output_fired_time: 0.3669274747, propagate_forward_time: 21.6471672058, propagate_backward_time: 31.7738761902, weight_update_time: 0.1202643812, other_time: 2.2861595154
epoch time: 4.8280720711s, input_fired_time: 0.0502164513, output_fired_time: 0.0000000000, propagate_forward_time: 4.3821558952, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3956995010
validation[          , genome  3568] predictions:    9449/  10000 (94.49%), best:    9611/10000 (96.11%), error:      1950.77551, best error:      1343.03467 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 57.8724060059s, input_fired_time: 0.4020177126, output_fired_time: 0.3719204366, propagate_forward_time: 22.2170333862, propagate_backward_time: 32.6046142578, weight_update_time: 0.1210620403, other_time: 2.2768173218
epoch time: 4.8596167564s, input_fired_time: 0.0499952696, output_fired_time: 0.0000000000, propagate_forward_time: 4.4135332108, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3960881233
validation[          , genome  3568] predictions:    9610/  10000 (96.10%), best:    9611/10000 (96.11%), error:      1353.93506, best error:      1343.03467 on epoch:    42, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 56.7959251404s, input_fired_time: 0.4011043608, output_fired_time: 0.3651576936, propagate_forward_time: 21.7261791229, propagate_backward_time: 32.0473899841, weight_update_time: 0.1192541644, other_time: 2.2560920715
epoch time: 4.8914661407s, input_fired_time: 0.0506142713, output_fired_time: 0.0000000000, propagate_forward_time: 4.4396610260, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4011907578
validation[          , genome  3568] predictions:    9549/  10000 (95.49%), best:    9611/10000 (96.11%), error:      1487.62781, best error:      1343.03467 on epoch:    42, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 57.6833801270s, input_fired_time: 0.4022827744, output_fired_time: 0.3720370829, propagate_forward_time: 22.1350879669, propagate_backward_time: 32.5169258118, weight_update_time: 0.1202019081, other_time: 2.2570457458
epoch time: 4.8225135803s, input_fired_time: 0.0497490130, output_fired_time: 0.0000000000, propagate_forward_time: 4.3819437027, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3908209801
validation[          , genome  3568] predictions:    9542/  10000 (95.42%), best:    9611/10000 (96.11%), error:      1540.91418, best error:      1343.03467 on epoch:    42, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 57.8090782166s, input_fired_time: 0.4058807790, output_fired_time: 0.3721978068, propagate_forward_time: 22.1823101044, propagate_backward_time: 32.5594367981, weight_update_time: 0.1214798465, other_time: 2.2892570496
epoch time: 4.8982472420s, input_fired_time: 0.0500900038, output_fired_time: 0.0000000000, propagate_forward_time: 4.4522371292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3959202766
validation[          , genome  3568] predictions:    9539/  10000 (95.39%), best:    9611/10000 (96.11%), error:      1587.32043, best error:      1343.03467 on epoch:    42, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 57.7234039307s, input_fired_time: 0.4036096334, output_fired_time: 0.3721289039, propagate_forward_time: 22.1807441711, propagate_backward_time: 32.4988632202, weight_update_time: 0.1205505282, other_time: 2.2680587769
epoch time: 4.8723316193s, input_fired_time: 0.0507412702, output_fired_time: 0.0000000000, propagate_forward_time: 4.4310083389, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3905820847
validation[          , genome  3568] predictions:    9583/  10000 (95.83%), best:    9583/10000 (95.83%), error:      1335.15698, best error:      1335.15698 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 57.5474662781s, input_fired_time: 0.4016936123, output_fired_time: 0.3711981475, propagate_forward_time: 22.0970039368, propagate_backward_time: 32.4334716797, weight_update_time: 0.1196438000, other_time: 2.2440986633
epoch time: 4.8716430664s, input_fired_time: 0.0504965186, output_fired_time: 0.0000000000, propagate_forward_time: 4.4234476089, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3976988792
validation[          , genome  3568] predictions:    9589/  10000 (95.89%), best:    9583/10000 (95.83%), error:      1390.90613, best error:      1335.15698 on epoch:    49, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 57.5365028381s, input_fired_time: 0.4034158885, output_fired_time: 0.3712460995, propagate_forward_time: 22.0765647888, propagate_backward_time: 32.4279060364, weight_update_time: 0.1201460510, other_time: 2.2573699951
epoch time: 4.8365931511s, input_fired_time: 0.0493470840, output_fired_time: 0.0000000000, propagate_forward_time: 4.3995714188, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3876748085
validation[          , genome  3568] predictions:    9589/  10000 (95.89%), best:    9583/10000 (95.83%), error:      1344.70642, best error:      1335.15698 on epoch:    49, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 56.8512992859s, input_fired_time: 0.4030871689, output_fired_time: 0.3669094145, propagate_forward_time: 21.7858524323, propagate_backward_time: 32.0180053711, weight_update_time: 0.1195419133, other_time: 2.2774429321
epoch time: 4.8388609886s, input_fired_time: 0.0511708371, output_fired_time: 0.0000000000, propagate_forward_time: 4.3873672485, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4003229141
validation[          , genome  3568] predictions:    9555/  10000 (95.55%), best:    9583/10000 (95.83%), error:      1531.70410, best error:      1335.15698 on epoch:    49, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 57.1776428223s, input_fired_time: 0.4050666094, output_fired_time: 0.3681322634, propagate_forward_time: 21.9618606567, propagate_backward_time: 32.1570625305, weight_update_time: 0.1208731309, other_time: 2.2855186462
epoch time: 4.6778321266s, input_fired_time: 0.0490460135, output_fired_time: 0.0000000000, propagate_forward_time: 4.2448835373, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3839025497
validation[          , genome  3568] predictions:    9576/  10000 (95.76%), best:    9583/10000 (95.83%), error:      1458.54736, best error:      1335.15698 on epoch:    49, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 57.6481628418s, input_fired_time: 0.4029070735, output_fired_time: 0.3722558022, propagate_forward_time: 22.1359100342, propagate_backward_time: 32.5153503418, weight_update_time: 0.1194968596, other_time: 2.2217369080
epoch time: 4.8679285049s, input_fired_time: 0.0507857949, output_fired_time: 0.0000000000, propagate_forward_time: 4.4080133438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4091291428
validation[          , genome  3568] predictions:    9613/  10000 (96.13%), best:    9613/10000 (96.13%), error:      1307.36047, best error:      1307.36047 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 57.3754959106s, input_fired_time: 0.4058326185, output_fired_time: 0.3713917732, propagate_forward_time: 21.9795608521, propagate_backward_time: 32.3498001099, weight_update_time: 0.1199530661, other_time: 2.2689094543
epoch time: 4.8966832161s, input_fired_time: 0.0510791838, output_fired_time: 0.0000000000, propagate_forward_time: 4.4451766014, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4004273415
validation[          , genome  3568] predictions:    9559/  10000 (95.59%), best:    9613/10000 (96.13%), error:      1439.72351, best error:      1307.36047 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 57.0795135498s, input_fired_time: 0.3992879093, output_fired_time: 0.3670954406, propagate_forward_time: 21.9408321381, propagate_backward_time: 32.1427726746, weight_update_time: 0.1183207259, other_time: 2.2295265198
epoch time: 4.9065251350s, input_fired_time: 0.0515973344, output_fired_time: 0.0000000000, propagate_forward_time: 4.4468011856, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4081268311
validation[          , genome  3568] predictions:    9603/  10000 (96.03%), best:    9613/10000 (96.13%), error:      1374.21191, best error:      1307.36047 on epoch:    54, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 57.9036636353s, input_fired_time: 0.4041690230, output_fired_time: 0.3724163175, propagate_forward_time: 22.2313194275, propagate_backward_time: 32.6416473389, weight_update_time: 0.1200216189, other_time: 2.2541122437
epoch time: 4.8915977478s, input_fired_time: 0.0518118478, output_fired_time: 0.0000000000, propagate_forward_time: 4.4317255020, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4080605507
validation[          , genome  3568] predictions:    9593/  10000 (95.93%), best:    9613/10000 (96.13%), error:      1372.84229, best error:      1307.36047 on epoch:    54, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 57.7827453613s, input_fired_time: 0.4029578567, output_fired_time: 0.3718225360, propagate_forward_time: 22.2181816101, propagate_backward_time: 32.5306816101, weight_update_time: 0.1206585690, other_time: 2.2591018677
epoch time: 4.8518824577s, input_fired_time: 0.0507187247, output_fired_time: 0.0000000000, propagate_forward_time: 4.4006280899, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4005355835
validation[          , genome  3568] predictions:    9599/  10000 (95.99%), best:    9613/10000 (96.13%), error:      1380.12231, best error:      1307.36047 on epoch:    54, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 57.6209793091s, input_fired_time: 0.4055315554, output_fired_time: 0.3725446761, propagate_forward_time: 22.1532917023, propagate_backward_time: 32.3901405334, weight_update_time: 0.1215970665, other_time: 2.2994728088
epoch time: 4.8647990227s, input_fired_time: 0.0512087122, output_fired_time: 0.0000000000, propagate_forward_time: 4.4075117111, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4060788155
validation[          , genome  3568] predictions:    9615/  10000 (96.15%), best:    9615/10000 (96.15%), error:      1305.04126, best error:      1305.04126 on epoch:    59, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 57.8044738770s, input_fired_time: 0.4041413367, output_fired_time: 0.3726793528, propagate_forward_time: 22.1495456696, propagate_backward_time: 32.5910606384, weight_update_time: 0.1230649948, other_time: 2.2870445251
epoch time: 4.9402542114s, input_fired_time: 0.0523202680, output_fired_time: 0.0000000000, propagate_forward_time: 4.4802608490, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4076728821
validation[          , genome  3568] predictions:    9586/  10000 (95.86%), best:    9615/10000 (96.15%), error:      1443.74585, best error:      1305.04126 on epoch:    59, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 56.9733695984s, input_fired_time: 0.4021922350, output_fired_time: 0.3671501875, propagate_forward_time: 21.8422050476, propagate_backward_time: 32.1014518738, weight_update_time: 0.1198214740, other_time: 2.2603721619
epoch time: 4.8286137581s, input_fired_time: 0.0504519790, output_fired_time: 0.0000000000, propagate_forward_time: 4.3831715584, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3949904442
validation[          , genome  3568] predictions:    9524/  10000 (95.24%), best:    9615/10000 (96.15%), error:      1585.71460, best error:      1305.04126 on epoch:    59, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 57.4688529968s, input_fired_time: 0.4036320150, output_fired_time: 0.3696665764, propagate_forward_time: 22.0850086212, propagate_backward_time: 32.3584823608, weight_update_time: 0.1201250628, other_time: 2.2520599365
epoch time: 4.8860831261s, input_fired_time: 0.0514570251, output_fired_time: 0.0000000000, propagate_forward_time: 4.4306440353, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4039821625
validation[          , genome  3568] predictions:    9592/  10000 (95.92%), best:    9615/10000 (96.15%), error:      1368.87170, best error:      1305.04126 on epoch:    59, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 57.3950843811s, input_fired_time: 0.4047892392, output_fired_time: 0.3692312241, propagate_forward_time: 22.0759105682, propagate_backward_time: 32.3023757935, weight_update_time: 0.1195587441, other_time: 2.2427749634
epoch time: 4.7866511345s, input_fired_time: 0.0501227602, output_fired_time: 0.0000000000, propagate_forward_time: 4.3473448753, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3891835213
validation[          , genome  3568] predictions:    9620/  10000 (96.20%), best:    9615/10000 (96.15%), error:      1328.37390, best error:      1305.04126 on epoch:    59, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 57.7057075500s, input_fired_time: 0.4082336724, output_fired_time: 0.3724008799, propagate_forward_time: 22.1565093994, propagate_backward_time: 32.4837341309, weight_update_time: 0.1213108674, other_time: 2.2848281860
epoch time: 4.8965663910s, input_fired_time: 0.0515507162, output_fired_time: 0.0000000000, propagate_forward_time: 4.4410476685, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4039678574
validation[          , genome  3568] predictions:    9568/  10000 (95.68%), best:    9615/10000 (96.15%), error:      1427.75891, best error:      1305.04126 on epoch:    59, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 57.8414955139s, input_fired_time: 0.4035663009, output_fired_time: 0.3728460968, propagate_forward_time: 22.2092666626, propagate_backward_time: 32.6159057617, weight_update_time: 0.1197067499, other_time: 2.2399139404
epoch time: 4.9184508324s, input_fired_time: 0.0506322049, output_fired_time: 0.0000000000, propagate_forward_time: 4.4759840965, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3918347359
validation[          , genome  3568] predictions:    9611/  10000 (96.11%), best:    9615/10000 (96.15%), error:      1337.99158, best error:      1305.04126 on epoch:    59, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 57.4913177490s, input_fired_time: 0.4067518413, output_fired_time: 0.3700906932, propagate_forward_time: 22.0274562836, propagate_backward_time: 32.4093589783, weight_update_time: 0.1207881048, other_time: 2.2776603699
epoch time: 4.8369560242s, input_fired_time: 0.0513223596, output_fired_time: 0.0000000000, propagate_forward_time: 4.3832631111, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4023704529
validation[          , genome  3568] predictions:    9613/  10000 (96.13%), best:    9613/10000 (96.13%), error:      1276.68152, best error:      1276.68152 on epoch:    66, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 56.9972000122s, input_fired_time: 0.4041050673, output_fired_time: 0.3691592515, propagate_forward_time: 21.8724479675, propagate_backward_time: 32.0597000122, weight_update_time: 0.1207349002, other_time: 2.2917861938
epoch time: 4.9376897812s, input_fired_time: 0.0525537468, output_fired_time: 0.0000000000, propagate_forward_time: 4.4747619629, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4103741646
validation[          , genome  3568] predictions:    9596/  10000 (95.96%), best:    9613/10000 (96.13%), error:      1350.16064, best error:      1276.68152 on epoch:    66, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 57.7204246521s, input_fired_time: 0.4046513736, output_fired_time: 0.3731591105, propagate_forward_time: 22.2112522125, propagate_backward_time: 32.4929695129, weight_update_time: 0.1200314015, other_time: 2.2383918762
epoch time: 4.7761092186s, input_fired_time: 0.0499594472, output_fired_time: 0.0000000000, propagate_forward_time: 4.3334603310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3926892281
validation[          , genome  3568] predictions:    9554/  10000 (95.54%), best:    9613/10000 (96.13%), error:      1475.79321, best error:      1276.68152 on epoch:    66, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 57.7767181396s, input_fired_time: 0.4019292295, output_fired_time: 0.3733253479, propagate_forward_time: 22.2052440643, propagate_backward_time: 32.5687561035, weight_update_time: 0.1194630861, other_time: 2.2274627686
epoch time: 4.9028272629s, input_fired_time: 0.0506900512, output_fired_time: 0.0000000000, propagate_forward_time: 4.4635090828, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3886280060
validation[          , genome  3568] predictions:    9623/  10000 (96.23%), best:    9613/10000 (96.13%), error:      1311.59570, best error:      1276.68152 on epoch:    66, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 57.3847427368s, input_fired_time: 0.4065065086, output_fired_time: 0.3729745448, propagate_forward_time: 22.0057353973, propagate_backward_time: 32.3042526245, weight_update_time: 0.1223753542, other_time: 2.2952728271
epoch time: 4.8861327171s, input_fired_time: 0.0504437685, output_fired_time: 0.0000000000, propagate_forward_time: 4.4448032379, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3908858299
validation[          , genome  3568] predictions:    9582/  10000 (95.82%), best:    9613/10000 (96.13%), error:      1392.98083, best error:      1276.68152 on epoch:    66, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 57.2777557373s, input_fired_time: 0.4033540487, output_fired_time: 0.3680989444, propagate_forward_time: 21.9330463409, propagate_backward_time: 32.3090248108, weight_update_time: 0.1196202487, other_time: 2.2642326355
epoch time: 4.5845937729s, input_fired_time: 0.0492641442, output_fired_time: 0.0000000000, propagate_forward_time: 4.1429076195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3924221992
validation[          , genome  3568] predictions:    9613/  10000 (96.13%), best:    9613/10000 (96.13%), error:      1307.36426, best error:      1276.68152 on epoch:    66, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 57.6241874695s, input_fired_time: 0.4064361751, output_fired_time: 0.3718519509, propagate_forward_time: 22.1236152649, propagate_backward_time: 32.4476280212, weight_update_time: 0.1211377978, other_time: 2.2746543884
epoch time: 4.9197983742s, input_fired_time: 0.0516879521, output_fired_time: 0.0000000000, propagate_forward_time: 4.4647779465, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4033327103
validation[          , genome  3568] predictions:    9601/  10000 (96.01%), best:    9613/10000 (96.13%), error:      1370.92139, best error:      1276.68152 on epoch:    66, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 57.7023696899s, input_fired_time: 0.4092168510, output_fired_time: 0.3726224303, propagate_forward_time: 22.1230392456, propagate_backward_time: 32.5035018921, weight_update_time: 0.1221377775, other_time: 2.2939872742
epoch time: 4.6402230263s, input_fired_time: 0.0494330935, output_fired_time: 0.0000000000, propagate_forward_time: 4.1935687065, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3972210884
validation[          , genome  3568] predictions:    9560/  10000 (95.60%), best:    9613/10000 (96.13%), error:      1425.73157, best error:      1276.68152 on epoch:    66, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 57.5845642090s, input_fired_time: 0.4046712816, output_fired_time: 0.3730043769, propagate_forward_time: 22.0837783813, propagate_backward_time: 32.4674797058, weight_update_time: 0.1204046309, other_time: 2.2556304932
epoch time: 4.9008984566s, input_fired_time: 0.0512419902, output_fired_time: 0.0000000000, propagate_forward_time: 4.4447689056, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4048876762
validation[          , genome  3568] predictions:    9591/  10000 (95.91%), best:    9613/10000 (96.13%), error:      1343.92395, best error:      1276.68152 on epoch:    66, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 57.0057258606s, input_fired_time: 0.4020582139, output_fired_time: 0.3692544997, propagate_forward_time: 21.8208446503, propagate_backward_time: 32.1570968628, weight_update_time: 0.1192633733, other_time: 2.2564697266
epoch time: 4.9128727913s, input_fired_time: 0.0513290428, output_fired_time: 0.0000000000, propagate_forward_time: 4.4640173912, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3975262642
validation[          , genome  3568] predictions:    9593/  10000 (95.93%), best:    9613/10000 (96.13%), error:      1340.88538, best error:      1276.68152 on epoch:    66, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 57.5455360413s, input_fired_time: 0.4055529535, output_fired_time: 0.3726423085, propagate_forward_time: 22.1178874969, propagate_backward_time: 32.4075279236, weight_update_time: 0.1188875362, other_time: 2.2419242859
epoch time: 4.8822803497s, input_fired_time: 0.0507079773, output_fired_time: 0.0000000000, propagate_forward_time: 4.4356060028, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3959665298
validation[          , genome  3568] predictions:    9601/  10000 (96.01%), best:    9613/10000 (96.13%), error:      1342.84473, best error:      1276.68152 on epoch:    66, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 57.5122985840s, input_fired_time: 0.4033637345, output_fired_time: 0.3705091178, propagate_forward_time: 22.0871009827, propagate_backward_time: 32.4203109741, weight_update_time: 0.1193857640, other_time: 2.2310142517
epoch time: 4.9003610611s, input_fired_time: 0.0506337285, output_fired_time: 0.0000000000, propagate_forward_time: 4.4531373978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3965897560
validation[          , genome  3568] predictions:    9564/  10000 (95.64%), best:    9613/10000 (96.13%), error:      1401.35864, best error:      1276.68152 on epoch:    66, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 57.1106224060s, input_fired_time: 0.4075584412, output_fired_time: 0.3672524095, propagate_forward_time: 21.9286880493, propagate_backward_time: 32.1165351868, weight_update_time: 0.1217086911, other_time: 2.2905883789
epoch time: 4.8660798073s, input_fired_time: 0.0501396693, output_fired_time: 0.0000000000, propagate_forward_time: 4.4300971031, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3858428001
validation[          , genome  3568] predictions:    9603/  10000 (96.03%), best:    9613/10000 (96.13%), error:      1365.52307, best error:      1276.68152 on epoch:    66, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 57.1267013550s, input_fired_time: 0.4055638909, output_fired_time: 0.3697508276, propagate_forward_time: 22.0053215027, propagate_backward_time: 32.0903968811, weight_update_time: 0.1187964603, other_time: 2.2556686401
epoch time: 4.8697395325s, input_fired_time: 0.0509680659, output_fired_time: 0.0000000000, propagate_forward_time: 4.4202232361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3985481262
validation[          , genome  3568] predictions:    9590/  10000 (95.90%), best:    9613/10000 (96.13%), error:      1346.25098, best error:      1276.68152 on epoch:    66, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 57.5954666138s, input_fired_time: 0.4065376222, output_fired_time: 0.3718156815, propagate_forward_time: 22.0863819122, propagate_backward_time: 32.4608039856, weight_update_time: 0.1206411794, other_time: 2.2699317932
epoch time: 4.9187569618s, input_fired_time: 0.0515742935, output_fired_time: 0.0000000000, propagate_forward_time: 4.4687719345, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3984107971
validation[          , genome  3568] predictions:    9587/  10000 (95.87%), best:    9613/10000 (96.13%), error:      1355.63708, best error:      1276.68152 on epoch:    66, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 57.5144309998s, input_fired_time: 0.4041250944, output_fired_time: 0.3692494035, propagate_forward_time: 22.0645523071, propagate_backward_time: 32.4454727173, weight_update_time: 0.1186760888, other_time: 2.2310295105
epoch time: 4.8641085625s, input_fired_time: 0.0504555553, output_fired_time: 0.0000000000, propagate_forward_time: 4.4273953438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3862576485
validation[          , genome  3568] predictions:    9620/  10000 (96.20%), best:    9613/10000 (96.13%), error:      1316.02869, best error:      1276.68152 on epoch:    66, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 57.5307273865s, input_fired_time: 0.4016852081, output_fired_time: 0.3715452254, propagate_forward_time: 22.0581817627, propagate_backward_time: 32.4839630127, weight_update_time: 0.1186310649, other_time: 2.2153549194
epoch time: 4.9090790749s, input_fired_time: 0.0512194745, output_fired_time: 0.0000000000, propagate_forward_time: 4.4583020210, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3995575905
validation[          , genome  3568] predictions:    9565/  10000 (95.65%), best:    9613/10000 (96.13%), error:      1494.54321, best error:      1276.68152 on epoch:    66, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 57.4637947083s, input_fired_time: 0.4042075872, output_fired_time: 0.3708131015, propagate_forward_time: 22.0730400085, propagate_backward_time: 32.3872184753, weight_update_time: 0.1186596900, other_time: 2.2285156250
epoch time: 4.8110079765s, input_fired_time: 0.0502630472, output_fired_time: 0.0000000000, propagate_forward_time: 4.3646731377, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3960719109
validation[          , genome  3568] predictions:    9588/  10000 (95.88%), best:    9613/10000 (96.13%), error:      1412.01929, best error:      1276.68152 on epoch:    66, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 57.3399772644s, input_fired_time: 0.4030041695, output_fired_time: 0.3679488003, propagate_forward_time: 22.0292682648, propagate_backward_time: 32.3293876648, weight_update_time: 0.1183596402, other_time: 2.2103691101
epoch time: 4.8886842728s, input_fired_time: 0.0509619154, output_fired_time: 0.0000000000, propagate_forward_time: 4.4458789825, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3918433189
validation[          , genome  3568] predictions:    9603/  10000 (96.03%), best:    9613/10000 (96.13%), error:      1322.80383, best error:      1276.68152 on epoch:    66, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 57.1415100098s, input_fired_time: 0.4041822851, output_fired_time: 0.3686651587, propagate_forward_time: 21.9415740967, propagate_backward_time: 32.1825447083, weight_update_time: 0.1186659113, other_time: 2.2445449829
epoch time: 4.8909273148s, input_fired_time: 0.0514534600, output_fired_time: 0.0000000000, propagate_forward_time: 4.4438071251, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3956665993
validation[          , genome  3568] predictions:    9563/  10000 (95.63%), best:    9613/10000 (96.13%), error:      1447.77637, best error:      1276.68152 on epoch:    66, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 57.5484886169s, input_fired_time: 0.4028251767, output_fired_time: 0.3693902194, propagate_forward_time: 22.0615329742, propagate_backward_time: 32.4957580566, weight_update_time: 0.1192485094, other_time: 2.2189865112
epoch time: 4.7918057442s, input_fired_time: 0.0500178039, output_fired_time: 0.0000000000, propagate_forward_time: 4.3420100212, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3997778893
validation[          , genome  3568] predictions:    9589/  10000 (95.89%), best:    9613/10000 (96.13%), error:      1366.52673, best error:      1276.68152 on epoch:    66, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 57.2299728394s, input_fired_time: 0.4008867741, output_fired_time: 0.3676376939, propagate_forward_time: 21.9993839264, propagate_backward_time: 32.2517242432, weight_update_time: 0.1183022931, other_time: 2.2103424072
epoch time: 4.8759040833s, input_fired_time: 0.0509854741, output_fired_time: 0.0000000000, propagate_forward_time: 4.4339237213, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3909950256
validation[          , genome  3568] predictions:    9628/  10000 (96.28%), best:    9613/10000 (96.13%), error:      1279.44531, best error:      1276.68152 on epoch:    66, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 57.0234794617s, input_fired_time: 0.4020923674, output_fired_time: 0.3660598397, propagate_forward_time: 21.8814697266, propagate_backward_time: 32.1526565552, weight_update_time: 0.1183504313, other_time: 2.2212028503
epoch time: 4.8235344887s, input_fired_time: 0.0510510206, output_fired_time: 0.0000000000, propagate_forward_time: 4.3723196983, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4001636505
validation[          , genome  3568] predictions:    9584/  10000 (95.84%), best:    9613/10000 (96.13%), error:      1418.62915, best error:      1276.68152 on epoch:    66, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 57.4753646851s, input_fired_time: 0.4025429189, output_fired_time: 0.3690633178, propagate_forward_time: 22.0903148651, propagate_backward_time: 32.3976211548, weight_update_time: 0.1187723726, other_time: 2.2158203125
epoch time: 4.9078187943s, input_fired_time: 0.0512583815, output_fired_time: 0.0000000000, propagate_forward_time: 4.4626846313, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3938755989
validation[          , genome  3568] predictions:    9594/  10000 (95.94%), best:    9613/10000 (96.13%), error:      1341.93762, best error:      1276.68152 on epoch:    66, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 57.2141380310s, input_fired_time: 0.4012265801, output_fired_time: 0.3686415255, propagate_forward_time: 22.0048484802, propagate_backward_time: 32.2350769043, weight_update_time: 0.1181036979, other_time: 2.2043457031
epoch time: 4.9017548561s, input_fired_time: 0.0511001833, output_fired_time: 0.0000000000, propagate_forward_time: 4.4618096352, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3888449669
validation[          , genome  3568] predictions:    9598/  10000 (95.98%), best:    9613/10000 (96.13%), error:      1336.35852, best error:      1276.68152 on epoch:    66, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 57.3418197632s, input_fired_time: 0.4044148028, output_fired_time: 0.3696600199, propagate_forward_time: 22.0295066833, propagate_backward_time: 32.2959136963, weight_update_time: 0.1192403287, other_time: 2.2423248291
epoch time: 4.8921008110s, input_fired_time: 0.0511088744, output_fired_time: 0.0000000000, propagate_forward_time: 4.4466171265, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3943748474
validation[          , genome  3568] predictions:    9593/  10000 (95.93%), best:    9613/10000 (96.13%), error:      1383.89734, best error:      1276.68152 on epoch:    66, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 56.9902267456s, input_fired_time: 0.4032558799, output_fired_time: 0.3665870428, propagate_forward_time: 21.8373603821, propagate_backward_time: 32.1439094543, weight_update_time: 0.1189725548, other_time: 2.2391128540
epoch time: 4.8955125809s, input_fired_time: 0.0511534289, output_fired_time: 0.0000000000, propagate_forward_time: 4.4521641731, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3921947479
validation[          , genome  3568] predictions:    9604/  10000 (96.04%), best:    9613/10000 (96.13%), error:      1334.01184, best error:      1276.68152 on epoch:    66, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 57.7773551941s, input_fired_time: 0.4050220549, output_fired_time: 0.3717923760, propagate_forward_time: 22.1610031128, propagate_backward_time: 32.6140022278, weight_update_time: 0.1187580079, other_time: 2.2255363464
epoch time: 4.8902072906s, input_fired_time: 0.0510714985, output_fired_time: 0.0000000000, propagate_forward_time: 4.4440779686, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3950576782
validation[          , genome  3568] predictions:    9570/  10000 (95.70%), best:    9613/10000 (96.13%), error:      1367.72412, best error:      1276.68152 on epoch:    66, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 57.1748199463s, input_fired_time: 0.4038149118, output_fired_time: 0.3680993319, propagate_forward_time: 21.9466896057, propagate_backward_time: 32.2384109497, weight_update_time: 0.1185921729, other_time: 2.2178039551
epoch time: 4.9084386826s, input_fired_time: 0.0514503941, output_fired_time: 0.0000000000, propagate_forward_time: 4.4605989456, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3963894844
validation[          , genome  3568] predictions:    9618/  10000 (96.18%), best:    9613/10000 (96.13%), error:      1285.38403, best error:      1276.68152 on epoch:    66, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 57.8020477295s, input_fired_time: 0.4062002003, output_fired_time: 0.3721658587, propagate_forward_time: 22.1896286011, propagate_backward_time: 32.6032104492, weight_update_time: 0.1191082671, other_time: 2.2308425903
epoch time: 4.8941068649s, input_fired_time: 0.0518825166, output_fired_time: 0.0000000000, propagate_forward_time: 4.4441699982, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3980541229
validation[          , genome  3568] predictions:    9604/  10000 (96.04%), best:    9613/10000 (96.13%), error:      1361.12769, best error:      1276.68152 on epoch:    66, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 57.5513610840s, input_fired_time: 0.4046736956, output_fired_time: 0.3701570630, propagate_forward_time: 22.0953102112, propagate_backward_time: 32.4733390808, weight_update_time: 0.1180248037, other_time: 2.2078819275
epoch time: 4.8081984520s, input_fired_time: 0.0501237735, output_fired_time: 0.0000000000, propagate_forward_time: 4.3688859940, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3891887665
validation[          , genome  3568] predictions:    9606/  10000 (96.06%), best:    9613/10000 (96.13%), error:      1337.20154, best error:      1276.68152 on epoch:    66, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 57.3710594177s, input_fired_time: 0.4016783834, output_fired_time: 0.3685061336, propagate_forward_time: 22.0744247437, propagate_backward_time: 32.3337440491, weight_update_time: 0.1177642345, other_time: 2.1927032471
epoch time: 4.8964529037s, input_fired_time: 0.0513018966, output_fired_time: 0.0000000000, propagate_forward_time: 4.4504933357, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3946576118
validation[          , genome  3568] predictions:    9589/  10000 (95.89%), best:    9613/10000 (96.13%), error:      1371.52478, best error:      1276.68152 on epoch:    66, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 57.5482673645s, input_fired_time: 0.4053722322, output_fired_time: 0.3695065677, propagate_forward_time: 22.1176471710, propagate_backward_time: 32.4361724854, weight_update_time: 0.1182439327, other_time: 2.2195663452
epoch time: 4.8782563210s, input_fired_time: 0.0511462614, output_fired_time: 0.0000000000, propagate_forward_time: 4.4256081581, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4015021324
validation[          , genome  3568] predictions:    9602/  10000 (96.02%), best:    9613/10000 (96.13%), error:      1305.24548, best error:      1276.68152 on epoch:    66, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 57.6457328796s, input_fired_time: 0.4055330753, output_fired_time: 0.3707336187, propagate_forward_time: 22.1716480255, propagate_backward_time: 32.4773521423, weight_update_time: 0.1183873564, other_time: 2.2204627991
epoch time: 4.7636933327s, input_fired_time: 0.0498027578, output_fired_time: 0.0000000000, propagate_forward_time: 4.3265242577, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3873662949
validation[          , genome  3568] predictions:    9548/  10000 (95.48%), best:    9613/10000 (96.13%), error:      1499.13367, best error:      1276.68152 on epoch:    66, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 57.6204223633s, input_fired_time: 0.4027907252, output_fired_time: 0.3718479276, propagate_forward_time: 22.1527156830, propagate_backward_time: 32.5051231384, weight_update_time: 0.1179905236, other_time: 2.1879463196
epoch time: 4.8877668381s, input_fired_time: 0.0515701883, output_fired_time: 0.0000000000, propagate_forward_time: 4.4370698929, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3991265297
validation[          , genome  3568] predictions:    9570/  10000 (95.70%), best:    9613/10000 (96.13%), error:      1449.33777, best error:      1276.68152 on epoch:    66, 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: 24.5470218658s, input_fired_time: 0.2547217607, output_fired_time: 0.0000000000, propagate_forward_time: 22.2441253662, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0481739044
best training[          , genome  3568] predictions:   48923/  50000 (97.85%), best:    9613/10000 (96.13%), error:      4041.73657, best error:      1276.68152 on epoch:    66, 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: 4.8378820419s, input_fired_time: 0.0505589768, output_fired_time: 0.0000000000, propagate_forward_time: 4.3866639137, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4006590843
   testing[          , genome  3568] predictions:    9667/  10000 (96.67%), best:    9613/10000 (96.13%), error:      1110.62231, best error:      1276.68152 on epoch:    66, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
15:23:14 (3428): called boinc_finish(0)

</stderr_txt>
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