Nameexact_genome_1512568488_41_3457_1
Workunit2588529
Created7 Dec 2017, 4:52:42 UTC
Sent7 Dec 2017, 4:57:35 UTC
Report deadline11 Dec 2017, 1:47:15 UTC
Received7 Dec 2017, 6:57:37 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID49051
Run time1 hours 59 min 32 sec
CPU time1 hours 59 min 11 sec
Validate stateValid
Credit966.96
Device peak FLOPS1.56 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size151.38 MB
Peak swap size156.04 MB
Peak disk usage1.49 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.0762527138, output_fired_time: 0.0000000000, propagate_forward_time: 4.8217840195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4079523087
validation[          , genome  3457] predictions:    9558/  10000 (95.58%), best:    9558/10000 (95.58%), error:      1486.30188, best error:      1486.30188 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 65.3184432983s, input_fired_time: 0.6202830672, output_fired_time: 0.5668159723, propagate_forward_time: 24.4975738525, propagate_backward_time: 37.2524795532, weight_update_time: 0.1184216514, other_time: 2.3812866211
epoch time: 4.6602044106s, input_fired_time: 0.0703058094, output_fired_time: 0.0000000000, propagate_forward_time: 4.1993746758, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3905239105
validation[          , genome  3457] predictions:    9487/  10000 (94.87%), best:    9558/10000 (95.58%), error:      1713.47864, best error:      1486.30188 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 64.8052597046s, input_fired_time: 0.6167569160, output_fired_time: 0.5672625303, propagate_forward_time: 24.2806568146, propagate_backward_time: 36.9670104980, weight_update_time: 0.1176689714, other_time: 2.3735733032
epoch time: 5.0171275139s, input_fired_time: 0.0735298917, output_fired_time: 0.0000000000, propagate_forward_time: 4.5417175293, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4018802643
validation[          , genome  3457] predictions:    9533/  10000 (95.33%), best:    9558/10000 (95.58%), error:      1566.25696, best error:      1486.30188 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 65.1055374146s, input_fired_time: 0.6157637239, output_fired_time: 0.5676015615, propagate_forward_time: 24.4534873962, propagate_backward_time: 37.1271934509, weight_update_time: 0.1174467430, other_time: 2.3414955139
epoch time: 5.1059126854s, input_fired_time: 0.0749977753, output_fired_time: 0.0000000000, propagate_forward_time: 4.6274871826, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4034276009
validation[          , genome  3457] predictions:    9511/  10000 (95.11%), best:    9558/10000 (95.58%), error:      1584.49915, best error:      1486.30188 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 65.1103591919s, input_fired_time: 0.6183370948, output_fired_time: 0.5688452721, propagate_forward_time: 24.4088516235, propagate_backward_time: 37.1598930359, weight_update_time: 0.1176602244, other_time: 2.3544311523
epoch time: 5.3028783798s, input_fired_time: 0.0766059607, output_fired_time: 0.0000000000, propagate_forward_time: 4.8192629814, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4070096016
validation[          , genome  3457] predictions:    9559/  10000 (95.59%), best:    9558/10000 (95.58%), error:      1491.47571, best error:      1486.30188 on epoch:    14, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 65.0137481689s, input_fired_time: 0.6181831360, output_fired_time: 0.5663824677, propagate_forward_time: 24.2926177979, propagate_backward_time: 37.1564254761, weight_update_time: 0.1175778285, other_time: 2.3801422119
epoch time: 5.1125698090s, input_fired_time: 0.0758436173, output_fired_time: 0.0000000000, propagate_forward_time: 4.6286888123, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4080371857
validation[          , genome  3457] predictions:    9582/  10000 (95.82%), best:    9582/10000 (95.82%), error:      1427.59900, best error:      1427.59900 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 64.9856491089s, input_fired_time: 0.6211671829, output_fired_time: 0.5677993298, propagate_forward_time: 24.3649883270, propagate_backward_time: 37.0483169556, weight_update_time: 0.1185982376, other_time: 2.3833770752
epoch time: 5.4415330887s, input_fired_time: 0.0787410364, output_fired_time: 0.0000000000, propagate_forward_time: 4.9438691139, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4189229012
validation[          , genome  3457] predictions:    9546/  10000 (95.46%), best:    9582/10000 (95.82%), error:      1528.08459, best error:      1427.59900 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 65.3555755615s, input_fired_time: 0.6208401322, output_fired_time: 0.5714782476, propagate_forward_time: 24.4327697754, propagate_backward_time: 37.3569297791, weight_update_time: 0.1180632189, other_time: 2.3735542297
epoch time: 5.3279018402s, input_fired_time: 0.0778132826, output_fired_time: 0.0000000000, propagate_forward_time: 4.8278141022, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4222745895
validation[          , genome  3457] predictions:    9538/  10000 (95.38%), best:    9582/10000 (95.82%), error:      1568.81067, best error:      1427.59900 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 64.5869827271s, input_fired_time: 0.6167376637, output_fired_time: 0.5634499192, propagate_forward_time: 24.1295127869, propagate_backward_time: 36.9216461182, weight_update_time: 0.1164380983, other_time: 2.3556365967
epoch time: 5.3598837852s, input_fired_time: 0.0783421770, output_fired_time: 0.0000000000, propagate_forward_time: 4.8567624092, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4247794151
validation[          , genome  3457] predictions:    9521/  10000 (95.21%), best:    9582/10000 (95.82%), error:      1604.27234, best error:      1427.59900 on epoch:    19, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 64.5999526978s, input_fired_time: 0.6177836657, output_fired_time: 0.5644365549, propagate_forward_time: 24.1793212891, propagate_backward_time: 36.8872375488, weight_update_time: 0.1165093035, other_time: 2.3511734009
epoch time: 5.3670253754s, input_fired_time: 0.0774405450, output_fired_time: 0.0000000000, propagate_forward_time: 4.8773765564, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4122080803
validation[          , genome  3457] predictions:    9544/  10000 (95.44%), best:    9582/10000 (95.82%), error:      1520.70337, best error:      1427.59900 on epoch:    19, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 65.1079559326s, input_fired_time: 0.6203150153, output_fired_time: 0.5670951009, propagate_forward_time: 24.4141349792, propagate_backward_time: 37.1329002380, weight_update_time: 0.1181051582, other_time: 2.3735084534
epoch time: 5.3680949211s, input_fired_time: 0.0784548074, output_fired_time: 0.0000000000, propagate_forward_time: 4.8714375496, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4182024002
validation[          , genome  3457] predictions:    9526/  10000 (95.26%), best:    9582/10000 (95.82%), error:      1572.90454, best error:      1427.59900 on epoch:    19, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 64.7799835205s, input_fired_time: 0.6177371144, output_fired_time: 0.5675134063, propagate_forward_time: 24.2576274872, propagate_backward_time: 36.9878425598, weight_update_time: 0.1169951707, other_time: 2.3492622375
epoch time: 5.4135384560s, input_fired_time: 0.0788516104, output_fired_time: 0.0000000000, propagate_forward_time: 4.9150681496, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4196186066
validation[          , genome  3457] predictions:    9546/  10000 (95.46%), best:    9582/10000 (95.82%), error:      1494.23816, best error:      1427.59900 on epoch:    19, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 64.8352966309s, input_fired_time: 0.6208719611, output_fired_time: 0.5655978918, propagate_forward_time: 24.3095989227, propagate_backward_time: 36.9728736877, weight_update_time: 0.1181676537, other_time: 2.3663520813
epoch time: 5.4303426743s, input_fired_time: 0.0786427408, output_fired_time: 0.0000000000, propagate_forward_time: 4.9336800575, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4180197716
validation[          , genome  3457] predictions:    9565/  10000 (95.65%), best:    9582/10000 (95.82%), error:      1456.37305, best error:      1427.59900 on epoch:    19, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 65.2744903564s, input_fired_time: 0.6229957342, output_fired_time: 0.5681337118, propagate_forward_time: 24.4359092712, propagate_backward_time: 37.2618484497, weight_update_time: 0.1188639849, other_time: 2.3856086731
epoch time: 5.3983831406s, input_fired_time: 0.0786970034, output_fired_time: 0.0000000000, propagate_forward_time: 4.8880548477, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4316310883
validation[          , genome  3457] predictions:    9574/  10000 (95.74%), best:    9574/10000 (95.74%), error:      1421.38208, best error:      1421.38208 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 64.6221466064s, input_fired_time: 0.6186463237, output_fired_time: 0.5642557740, propagate_forward_time: 24.2062892914, propagate_backward_time: 36.8737182617, weight_update_time: 0.1179439127, other_time: 2.3592376709
epoch time: 5.4004063606s, input_fired_time: 0.0791506395, output_fired_time: 0.0000000000, propagate_forward_time: 4.9030089378, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4182467461
validation[          , genome  3457] predictions:    9552/  10000 (95.52%), best:    9574/10000 (95.74%), error:      1478.88586, best error:      1421.38208 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 65.1329421997s, input_fired_time: 0.6228185296, output_fired_time: 0.5678049326, propagate_forward_time: 24.4028720856, propagate_backward_time: 37.1576957703, weight_update_time: 0.1181466654, other_time: 2.3817481995
epoch time: 5.3711891174s, input_fired_time: 0.0774446279, output_fired_time: 0.0000000000, propagate_forward_time: 4.8849301338, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4088144302
validation[          , genome  3457] predictions:    9589/  10000 (95.89%), best:    9589/10000 (95.89%), error:      1405.58118, best error:      1405.58118 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 64.8553390503s, input_fired_time: 0.6201602817, output_fired_time: 0.5655534863, propagate_forward_time: 24.2965793610, propagate_backward_time: 37.0144882202, weight_update_time: 0.1177053079, other_time: 2.3585586548
epoch time: 5.3758029938s, input_fired_time: 0.0782371983, output_fired_time: 0.0000000000, propagate_forward_time: 4.8837552071, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4138107300
validation[          , genome  3457] predictions:    9540/  10000 (95.40%), best:    9589/10000 (95.89%), error:      1542.90833, best error:      1405.58118 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 64.8815383911s, input_fired_time: 0.6227618456, output_fired_time: 0.5655344129, propagate_forward_time: 24.2811565399, propagate_backward_time: 37.0375900269, weight_update_time: 0.1176981628, other_time: 2.3744964600
epoch time: 5.4623975754s, input_fired_time: 0.0793882012, output_fired_time: 0.0000000000, propagate_forward_time: 4.9593458176, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4236636162
validation[          , genome  3457] predictions:    9563/  10000 (95.63%), best:    9589/10000 (95.89%), error:      1430.98572, best error:      1405.58118 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 64.9547729492s, input_fired_time: 0.6269679070, output_fired_time: 0.5697740912, propagate_forward_time: 24.3166866302, propagate_backward_time: 37.0474243164, weight_update_time: 0.1184072942, other_time: 2.3939208984
epoch time: 5.3827176094s, input_fired_time: 0.0795750767, output_fired_time: 0.0000000000, propagate_forward_time: 4.8792076111, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4239349365
validation[          , genome  3457] predictions:    9581/  10000 (95.81%), best:    9581/10000 (95.81%), error:      1399.42188, best error:      1399.42188 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 65.2689056396s, input_fired_time: 0.6255453825, output_fired_time: 0.5696155429, propagate_forward_time: 24.4549713135, propagate_backward_time: 37.2459259033, weight_update_time: 0.1184046865, other_time: 2.3728485107
epoch time: 5.1967353821s, input_fired_time: 0.0772413686, output_fired_time: 0.0000000000, propagate_forward_time: 4.7026491165, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4168448448
validation[          , genome  3457] predictions:    9570/  10000 (95.70%), best:    9581/10000 (95.81%), error:      1404.49060, best error:      1399.42188 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 65.1911087036s, input_fired_time: 0.6231493354, output_fired_time: 0.5702137947, propagate_forward_time: 24.4313964844, propagate_backward_time: 37.2060127258, weight_update_time: 0.1179172695, other_time: 2.3603401184
epoch time: 5.3996510506s, input_fired_time: 0.0792699233, output_fired_time: 0.0000000000, propagate_forward_time: 4.8966546059, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4237265587
validation[          , genome  3457] predictions:    9575/  10000 (95.75%), best:    9581/10000 (95.81%), error:      1405.47900, best error:      1399.42188 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 65.4024658203s, input_fired_time: 0.6235517263, output_fired_time: 0.5700994134, propagate_forward_time: 24.5268669128, propagate_backward_time: 37.3311805725, weight_update_time: 0.1175814047, other_time: 2.3507690430
epoch time: 5.4010286331s, input_fired_time: 0.0785070285, output_fired_time: 0.0000000000, propagate_forward_time: 4.9104127884, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4121088982
validation[          , genome  3457] predictions:    9546/  10000 (95.46%), best:    9581/10000 (95.81%), error:      1529.56616, best error:      1399.42188 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 65.5810775757s, input_fired_time: 0.6283840537, output_fired_time: 0.5719149113, propagate_forward_time: 24.5820808411, propagate_backward_time: 37.4033393860, weight_update_time: 0.1191895753, other_time: 2.3953552246
epoch time: 5.4052782059s, input_fired_time: 0.0790487602, output_fired_time: 0.0000000000, propagate_forward_time: 4.9066615105, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4195680618
validation[          , genome  3457] predictions:    9562/  10000 (95.62%), best:    9581/10000 (95.81%), error:      1464.15601, best error:      1399.42188 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 65.1557617188s, input_fired_time: 0.6235416532, output_fired_time: 0.5675086379, propagate_forward_time: 24.4503517151, propagate_backward_time: 37.1474075317, weight_update_time: 0.1179643869, other_time: 2.3669509888
epoch time: 5.2527298927s, input_fired_time: 0.0783006996, output_fired_time: 0.0000000000, propagate_forward_time: 4.7552752495, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4191541672
validation[          , genome  3457] predictions:    9554/  10000 (95.54%), best:    9581/10000 (95.81%), error:      1503.65686, best error:      1399.42188 on epoch:    32, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 64.6503677368s, input_fired_time: 0.6230480671, output_fired_time: 0.5658164024, propagate_forward_time: 24.1950435638, propagate_backward_time: 36.8815383911, weight_update_time: 0.1180237830, other_time: 2.3849258423
epoch time: 5.4628696442s, input_fired_time: 0.0809298307, output_fired_time: 0.0000000000, propagate_forward_time: 4.9552574158, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4266824722
validation[          , genome  3457] predictions:    9583/  10000 (95.83%), best:    9581/10000 (95.81%), error:      1411.67810, best error:      1399.42188 on epoch:    32, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 64.8802566528s, input_fired_time: 0.6271574497, output_fired_time: 0.5651199818, propagate_forward_time: 24.2642612457, propagate_backward_time: 37.0010681152, weight_update_time: 0.1191865280, other_time: 2.4226455688
epoch time: 5.3824186325s, input_fired_time: 0.0796052963, output_fired_time: 0.0000000000, propagate_forward_time: 4.8786902428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4241232872
validation[          , genome  3457] predictions:    9578/  10000 (95.78%), best:    9578/10000 (95.78%), error:      1386.29871, best error:      1386.29871 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 64.6666793823s, input_fired_time: 0.6206596494, output_fired_time: 0.5648448467, propagate_forward_time: 24.2614593506, propagate_backward_time: 36.8846321106, weight_update_time: 0.1167483628, other_time: 2.3350830078
epoch time: 5.4333515167s, input_fired_time: 0.0800179467, output_fired_time: 0.0000000000, propagate_forward_time: 4.9328556061, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4204778671
validation[          , genome  3457] predictions:    9574/  10000 (95.74%), best:    9578/10000 (95.78%), error:      1411.06201, best error:      1386.29871 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 64.9946594238s, input_fired_time: 0.6277068257, output_fired_time: 0.5692331195, propagate_forward_time: 24.3514747620, propagate_backward_time: 37.0594596863, weight_update_time: 0.1188015193, other_time: 2.3867835999
epoch time: 5.4320068359s, input_fired_time: 0.0811197907, output_fired_time: 0.0000000000, propagate_forward_time: 4.9253783226, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4255084991
validation[          , genome  3457] predictions:    9473/  10000 (94.73%), best:    9578/10000 (95.78%), error:      1710.02637, best error:      1386.29871 on epoch:    39, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 65.3835144043s, input_fired_time: 0.6268128157, output_fired_time: 0.5721659660, propagate_forward_time: 24.4937610626, propagate_backward_time: 37.3372421265, weight_update_time: 0.1177723631, other_time: 2.3535308838
epoch time: 5.4408082962s, input_fired_time: 0.0797906220, output_fired_time: 0.0000000000, propagate_forward_time: 4.9387273788, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4222903252
validation[          , genome  3457] predictions:    9506/  10000 (95.06%), best:    9578/10000 (95.78%), error:      1680.18481, best error:      1386.29871 on epoch:    39, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 65.4325942993s, input_fired_time: 0.6305444837, output_fired_time: 0.5727890730, propagate_forward_time: 24.5366458893, propagate_backward_time: 37.2793693542, weight_update_time: 0.1193544567, other_time: 2.4132423401
epoch time: 5.4416222572s, input_fired_time: 0.0807122439, output_fired_time: 0.0000000000, propagate_forward_time: 4.9356484413, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4252614975
validation[          , genome  3457] predictions:    9591/  10000 (95.91%), best:    9578/10000 (95.78%), error:      1427.43445, best error:      1386.29871 on epoch:    39, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 65.1772842407s, input_fired_time: 0.6259412169, output_fired_time: 0.5699332356, propagate_forward_time: 24.4545555115, propagate_backward_time: 37.1840896606, weight_update_time: 0.1174549162, other_time: 2.3427658081
epoch time: 5.4040355682s, input_fired_time: 0.0795638040, output_fired_time: 0.0000000000, propagate_forward_time: 4.9072451591, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4172267914
validation[          , genome  3457] predictions:    9573/  10000 (95.73%), best:    9578/10000 (95.78%), error:      1405.54846, best error:      1386.29871 on epoch:    39, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 64.7182769775s, input_fired_time: 0.6263367534, output_fired_time: 0.5654908419, propagate_forward_time: 24.2330322266, propagate_backward_time: 36.9138793945, weight_update_time: 0.1178127974, other_time: 2.3795394897
epoch time: 5.4263749123s, input_fired_time: 0.0798858553, output_fired_time: 0.0000000000, propagate_forward_time: 4.9277453423, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4187436104
validation[          , genome  3457] predictions:    9606/  10000 (96.06%), best:    9606/10000 (96.06%), error:      1320.35852, best error:      1320.35852 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 65.4262390137s, input_fired_time: 0.6296867728, output_fired_time: 0.5704020262, propagate_forward_time: 24.5245780945, propagate_backward_time: 37.2975196838, weight_update_time: 0.1194835082, other_time: 2.4040527344
epoch time: 5.4210157394s, input_fired_time: 0.0812969282, output_fired_time: 0.0000000000, propagate_forward_time: 4.9090676308, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4306511879
validation[          , genome  3457] predictions:    9533/  10000 (95.33%), best:    9606/10000 (96.06%), error:      1531.45581, best error:      1320.35852 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 64.8462142944s, input_fired_time: 0.6284970045, output_fired_time: 0.5672272444, propagate_forward_time: 24.2075462341, propagate_backward_time: 37.0449447632, weight_update_time: 0.1191937327, other_time: 2.3980026245
epoch time: 5.3805947304s, input_fired_time: 0.0795873553, output_fired_time: 0.0000000000, propagate_forward_time: 4.8797388077, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4212684631
validation[          , genome  3457] predictions:    9596/  10000 (95.96%), best:    9606/10000 (96.06%), error:      1363.60181, best error:      1320.35852 on epoch:    45, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 65.2794647217s, input_fired_time: 0.6294387579, output_fired_time: 0.5713927746, propagate_forward_time: 24.4930305481, propagate_backward_time: 37.2130470276, weight_update_time: 0.1182705462, other_time: 2.3725509644
epoch time: 5.4329090118s, input_fired_time: 0.0801981911, output_fired_time: 0.0000000000, propagate_forward_time: 4.9311895370, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4215211868
validation[          , genome  3457] predictions:    9568/  10000 (95.68%), best:    9606/10000 (96.06%), error:      1409.19727, best error:      1320.35852 on epoch:    45, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 65.0374984741s, input_fired_time: 0.6294157505, output_fired_time: 0.5683461428, propagate_forward_time: 24.3255062103, propagate_backward_time: 37.1128311157, weight_update_time: 0.1184124053, other_time: 2.4013977051
epoch time: 5.3745055199s, input_fired_time: 0.0797732323, output_fired_time: 0.0000000000, propagate_forward_time: 4.8721089363, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4226231575
validation[          , genome  3457] predictions:    9556/  10000 (95.56%), best:    9606/10000 (96.06%), error:      1497.05359, best error:      1320.35852 on epoch:    45, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 65.3305740356s, input_fired_time: 0.6313111186, output_fired_time: 0.5720170140, propagate_forward_time: 24.4634704590, propagate_backward_time: 37.2753601074, weight_update_time: 0.1184881628, other_time: 2.3884201050
epoch time: 5.4358549118s, input_fired_time: 0.0822098255, output_fired_time: 0.0000000000, propagate_forward_time: 4.9165091515, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4371361732
validation[          , genome  3457] predictions:    9576/  10000 (95.76%), best:    9606/10000 (96.06%), error:      1393.59827, best error:      1320.35852 on epoch:    45, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 64.0616226196s, input_fired_time: 0.6229255795, output_fired_time: 0.5621200204, propagate_forward_time: 23.9741516113, propagate_backward_time: 36.5139923096, weight_update_time: 0.1174268052, other_time: 2.3884353638
epoch time: 5.0969071388s, input_fired_time: 0.0769597739, output_fired_time: 0.0000000000, propagate_forward_time: 4.6146359444, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4053115845
validation[          , genome  3457] predictions:    9597/  10000 (95.97%), best:    9606/10000 (96.06%), error:      1341.79944, best error:      1320.35852 on epoch:    45, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 65.2180328369s, input_fired_time: 0.6278998256, output_fired_time: 0.5710251331, propagate_forward_time: 24.3608188629, propagate_backward_time: 37.2787437439, weight_update_time: 0.1184866056, other_time: 2.3795509338
epoch time: 5.3766870499s, input_fired_time: 0.0810895860, output_fired_time: 0.0000000000, propagate_forward_time: 4.8696455956, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4259519577
validation[          , genome  3457] predictions:    9597/  10000 (95.97%), best:    9606/10000 (96.06%), error:      1380.78821, best error:      1320.35852 on epoch:    45, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 65.2586059570s, input_fired_time: 0.6305482388, output_fired_time: 0.5694320202, propagate_forward_time: 24.4088554382, propagate_backward_time: 37.2537307739, weight_update_time: 0.1187580004, other_time: 2.3960380554
epoch time: 5.4143614769s, input_fired_time: 0.0804127306, output_fired_time: 0.0000000000, propagate_forward_time: 4.9160947800, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4178538322
validation[          , genome  3457] predictions:    9585/  10000 (95.85%), best:    9606/10000 (96.06%), error:      1379.98560, best error:      1320.35852 on epoch:    45, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 64.9695434570s, input_fired_time: 0.6369419694, output_fired_time: 0.5682395101, propagate_forward_time: 24.3092041016, propagate_backward_time: 37.0280418396, weight_update_time: 0.1196129918, other_time: 2.4271163940
epoch time: 5.4268636703s, input_fired_time: 0.0817475095, output_fired_time: 0.0000000000, propagate_forward_time: 4.9184665680, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4266495705
validation[          , genome  3457] predictions:    9589/  10000 (95.89%), best:    9606/10000 (96.06%), error:      1339.03210, best error:      1320.35852 on epoch:    45, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 65.1371841431s, input_fired_time: 0.6314448714, output_fired_time: 0.5681620836, propagate_forward_time: 24.3911743164, propagate_backward_time: 37.1576957703, weight_update_time: 0.1192136556, other_time: 2.3887062073
epoch time: 5.1891732216s, input_fired_time: 0.0792924389, output_fired_time: 0.0000000000, propagate_forward_time: 4.6900596619, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4198212624
validation[          , genome  3457] predictions:    9577/  10000 (95.77%), best:    9606/10000 (96.06%), error:      1471.33862, best error:      1320.35852 on epoch:    45, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 65.1150054932s, input_fired_time: 0.6291095614, output_fired_time: 0.5664361715, propagate_forward_time: 24.4003639221, propagate_backward_time: 37.1806755066, weight_update_time: 0.1172808707, other_time: 2.3384170532
epoch time: 5.3627719879s, input_fired_time: 0.0813716874, output_fired_time: 0.0000000000, propagate_forward_time: 4.8383979797, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4430022240
validation[          , genome  3457] predictions:    9566/  10000 (95.66%), best:    9606/10000 (96.06%), error:      1406.63367, best error:      1320.35852 on epoch:    45, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 65.3096618652s, input_fired_time: 0.6331286430, output_fired_time: 0.5717998743, propagate_forward_time: 24.4594402313, propagate_backward_time: 37.2516593933, weight_update_time: 0.1187984422, other_time: 2.3936347961
epoch time: 5.3540053368s, input_fired_time: 0.0805079415, output_fired_time: 0.0000000000, propagate_forward_time: 4.8543314934, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4191660881
validation[          , genome  3457] predictions:    9582/  10000 (95.82%), best:    9606/10000 (96.06%), error:      1393.00171, best error:      1320.35852 on epoch:    45, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 65.4580307007s, input_fired_time: 0.6336534619, output_fired_time: 0.5727325678, propagate_forward_time: 24.5570850372, propagate_backward_time: 37.3405227661, weight_update_time: 0.1180252954, other_time: 2.3540420532
epoch time: 5.4326510429s, input_fired_time: 0.0815621689, output_fired_time: 0.0000000000, propagate_forward_time: 4.9266948700, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4243941307
validation[          , genome  3457] predictions:    9568/  10000 (95.68%), best:    9606/10000 (96.06%), error:      1449.72131, best error:      1320.35852 on epoch:    45, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 65.0367355347s, input_fired_time: 0.6338710189, output_fired_time: 0.5675331354, propagate_forward_time: 24.3074893951, propagate_backward_time: 37.1294441223, weight_update_time: 0.1190713271, other_time: 2.3983955383
epoch time: 5.3105459213s, input_fired_time: 0.0819707289, output_fired_time: 0.0000000000, propagate_forward_time: 4.7998642921, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4287109375
validation[          , genome  3457] predictions:    9596/  10000 (95.96%), best:    9606/10000 (96.06%), error:      1382.55359, best error:      1320.35852 on epoch:    45, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 65.3641204834s, input_fired_time: 0.6329330802, output_fired_time: 0.5705464482, propagate_forward_time: 24.4438285828, propagate_backward_time: 37.3232078552, weight_update_time: 0.1189930066, other_time: 2.3936004639
epoch time: 5.4175992012s, input_fired_time: 0.0816676468, output_fired_time: 0.0000000000, propagate_forward_time: 4.9082727432, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4276590347
validation[          , genome  3457] predictions:    9592/  10000 (95.92%), best:    9606/10000 (96.06%), error:      1378.16931, best error:      1320.35852 on epoch:    45, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 64.7822494507s, input_fired_time: 0.6343825459, output_fired_time: 0.5680500269, propagate_forward_time: 24.2385349274, propagate_backward_time: 36.9384651184, weight_update_time: 0.1185869724, other_time: 2.4028129578
epoch time: 5.3594717979s, input_fired_time: 0.0807393566, output_fired_time: 0.0000000000, propagate_forward_time: 4.8504571915, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4282751083
validation[          , genome  3457] predictions:    9562/  10000 (95.62%), best:    9606/10000 (96.06%), error:      1428.61084, best error:      1320.35852 on epoch:    45, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 65.3785858154s, input_fired_time: 0.6362199783, output_fired_time: 0.5699778199, propagate_forward_time: 24.5053539276, propagate_backward_time: 37.2480926514, weight_update_time: 0.1203503013, other_time: 2.4189376831
epoch time: 5.4213557243s, input_fired_time: 0.0834970102, output_fired_time: 0.0000000000, propagate_forward_time: 4.8993039131, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4385547638
validation[          , genome  3457] predictions:    9615/  10000 (96.15%), best:    9615/10000 (96.15%), error:      1288.75330, best error:      1288.75330 on epoch:    62, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 64.8651046753s, input_fired_time: 0.6325208545, output_fired_time: 0.5657267570, propagate_forward_time: 24.2489128113, propagate_backward_time: 37.0304832458, weight_update_time: 0.1183294281, other_time: 2.3874588013
epoch time: 5.3880629539s, input_fired_time: 0.0806185603, output_fired_time: 0.0000000000, propagate_forward_time: 4.8866872787, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4207572937
validation[          , genome  3457] predictions:    9616/  10000 (96.16%), best:    9615/10000 (96.15%), error:      1328.68738, best error:      1288.75330 on epoch:    62, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 65.5422973633s, input_fired_time: 0.6352577209, output_fired_time: 0.5726972818, propagate_forward_time: 24.6080284119, propagate_backward_time: 37.3597450256, weight_update_time: 0.1183504388, other_time: 2.3665695190
epoch time: 5.4128022194s, input_fired_time: 0.0808320493, output_fired_time: 0.0000000000, propagate_forward_time: 4.9100871086, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4218831062
validation[          , genome  3457] predictions:    9583/  10000 (95.83%), best:    9615/10000 (96.15%), error:      1341.67383, best error:      1288.75330 on epoch:    62, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 65.4969253540s, input_fired_time: 0.6376701593, output_fired_time: 0.5711255670, propagate_forward_time: 24.5335502625, propagate_backward_time: 37.3401298523, weight_update_time: 0.1195562035, other_time: 2.4144439697
epoch time: 5.4287815094s, input_fired_time: 0.0812109113, output_fired_time: 0.0000000000, propagate_forward_time: 4.9228143692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4247560501
validation[          , genome  3457] predictions:    9611/  10000 (96.11%), best:    9615/10000 (96.15%), error:      1371.64258, best error:      1288.75330 on epoch:    62, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 65.1350021362s, input_fired_time: 0.6369857192, output_fired_time: 0.5678645968, propagate_forward_time: 24.3467464447, propagate_backward_time: 37.1769752502, weight_update_time: 0.1202770919, other_time: 2.4064292908
epoch time: 5.3870816231s, input_fired_time: 0.0803036392, output_fired_time: 0.0000000000, propagate_forward_time: 4.8932480812, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4135298729
validation[          , genome  3457] predictions:    9612/  10000 (96.12%), best:    9612/10000 (96.12%), error:      1274.36511, best error:      1274.36511 on epoch:    66, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 63.3659133911s, input_fired_time: 0.6242636442, output_fired_time: 0.5556772947, propagate_forward_time: 23.6784191132, propagate_backward_time: 36.1537017822, weight_update_time: 0.1160449162, other_time: 2.3538513184
epoch time: 5.3801894188s, input_fired_time: 0.0804511234, output_fired_time: 0.0000000000, propagate_forward_time: 4.8865489960, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4131894112
validation[          , genome  3457] predictions:    9561/  10000 (95.61%), best:    9612/10000 (96.12%), error:      1472.65051, best error:      1274.36511 on epoch:    66, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 65.1559371948s, input_fired_time: 0.6365135312, output_fired_time: 0.5703889132, propagate_forward_time: 24.3914794922, propagate_backward_time: 37.1624183655, weight_update_time: 0.1189642921, other_time: 2.3951377869
epoch time: 5.4149246216s, input_fired_time: 0.0836439580, output_fired_time: 0.0000000000, propagate_forward_time: 4.9030194283, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4282612801
validation[          , genome  3457] predictions:    9565/  10000 (95.65%), best:    9612/10000 (96.12%), error:      1440.74841, best error:      1274.36511 on epoch:    66, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 65.4006271362s, input_fired_time: 0.6397752762, output_fired_time: 0.5718216300, propagate_forward_time: 24.4970188141, propagate_backward_time: 37.2823486328, weight_update_time: 0.1196591109, other_time: 2.4096603394
epoch time: 5.3919348717s, input_fired_time: 0.0818345100, output_fired_time: 0.0000000000, propagate_forward_time: 4.8888807297, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4212198257
validation[          , genome  3457] predictions:    9469/  10000 (94.69%), best:    9612/10000 (96.12%), error:      1789.00391, best error:      1274.36511 on epoch:    66, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 65.4592819214s, input_fired_time: 0.6381832361, output_fired_time: 0.5719002485, propagate_forward_time: 24.5420608521, propagate_backward_time: 37.3226165771, weight_update_time: 0.1190856770, other_time: 2.3845214844
epoch time: 5.4533257484s, input_fired_time: 0.0827402547, output_fired_time: 0.0000000000, propagate_forward_time: 4.9377355576, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4328498840
validation[          , genome  3457] predictions:    9610/  10000 (96.10%), best:    9612/10000 (96.12%), error:      1317.96350, best error:      1274.36511 on epoch:    66, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 65.3906326294s, input_fired_time: 0.6421158910, output_fired_time: 0.5721255541, propagate_forward_time: 24.4726047516, propagate_backward_time: 37.2870254517, weight_update_time: 0.1196360588, other_time: 2.4167633057
epoch time: 5.3800039291s, input_fired_time: 0.0813138112, output_fired_time: 0.0000000000, propagate_forward_time: 4.8805441856, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4181461334
validation[          , genome  3457] predictions:    9606/  10000 (96.06%), best:    9612/10000 (96.12%), error:      1313.13220, best error:      1274.36511 on epoch:    66, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 65.5223617554s, input_fired_time: 0.6411110163, output_fired_time: 0.5728726387, propagate_forward_time: 24.5296916962, propagate_backward_time: 37.3498306274, weight_update_time: 0.1207834631, other_time: 2.4288482666
epoch time: 5.4393448830s, input_fired_time: 0.0829363391, output_fired_time: 0.0000000000, propagate_forward_time: 4.9192571640, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4371514320
validation[          , genome  3457] predictions:    9584/  10000 (95.84%), best:    9612/10000 (96.12%), error:      1407.10010, best error:      1274.36511 on epoch:    66, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 65.5192718506s, input_fired_time: 0.6413568258, output_fired_time: 0.5734153390, propagate_forward_time: 24.4845352173, propagate_backward_time: 37.3887786865, weight_update_time: 0.1201900467, other_time: 2.4311828613
epoch time: 5.4098110199s, input_fired_time: 0.0817080513, output_fired_time: 0.0000000000, propagate_forward_time: 4.9145674706, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4135355949
validation[          , genome  3457] predictions:    9588/  10000 (95.88%), best:    9612/10000 (96.12%), error:      1376.48596, best error:      1274.36511 on epoch:    66, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 65.0368347168s, input_fired_time: 0.6367069483, output_fired_time: 0.5676956177, propagate_forward_time: 24.3702640533, propagate_backward_time: 37.0772171021, weight_update_time: 0.1195372194, other_time: 2.3849563599
epoch time: 5.4284358025s, input_fired_time: 0.0832215473, output_fired_time: 0.0000000000, propagate_forward_time: 4.9219751358, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4232392311
validation[          , genome  3457] predictions:    9605/  10000 (96.05%), best:    9612/10000 (96.12%), error:      1316.71777, best error:      1274.36511 on epoch:    66, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 65.5706863403s, input_fired_time: 0.6431640387, output_fired_time: 0.5737967491, propagate_forward_time: 24.5308284760, propagate_backward_time: 37.4057731628, weight_update_time: 0.1202873215, other_time: 2.4171180725
epoch time: 5.3835840225s, input_fired_time: 0.0820515975, output_fired_time: 0.0000000000, propagate_forward_time: 4.8791842461, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4223480225
validation[          , genome  3457] predictions:    9611/  10000 (96.11%), best:    9612/10000 (96.12%), error:      1302.23999, best error:      1274.36511 on epoch:    66, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 63.5872497559s, input_fired_time: 0.6312947869, output_fired_time: 0.5603084564, propagate_forward_time: 23.7693691254, propagate_backward_time: 36.2556686401, weight_update_time: 0.1162450984, other_time: 2.3706054688
epoch time: 5.3555407524s, input_fired_time: 0.0830274969, output_fired_time: 0.0000000000, propagate_forward_time: 4.8439717293, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4285416603
validation[          , genome  3457] predictions:    9600/  10000 (96.00%), best:    9612/10000 (96.12%), error:      1361.35046, best error:      1274.36511 on epoch:    66, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 65.2805175781s, input_fired_time: 0.6415669918, output_fired_time: 0.5702218413, propagate_forward_time: 24.4781703949, propagate_backward_time: 37.1963539124, weight_update_time: 0.1184384748, other_time: 2.3942070007
epoch time: 5.2081241608s, input_fired_time: 0.0805837065, output_fired_time: 0.0000000000, propagate_forward_time: 4.7145524025, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4129881859
validation[          , genome  3457] predictions:    9621/  10000 (96.21%), best:    9612/10000 (96.12%), error:      1284.57520, best error:      1274.36511 on epoch:    66, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 64.5693588257s, input_fired_time: 0.6350278258, output_fired_time: 0.5623967648, propagate_forward_time: 24.1374378204, propagate_backward_time: 36.8383941650, weight_update_time: 0.1183084399, other_time: 2.3961029053
epoch time: 5.3898162842s, input_fired_time: 0.0822011307, output_fired_time: 0.0000000000, propagate_forward_time: 4.8837342262, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4238810539
validation[          , genome  3457] predictions:    9630/  10000 (96.30%), best:    9612/10000 (96.12%), error:      1283.02502, best error:      1274.36511 on epoch:    66, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 64.7942657471s, input_fired_time: 0.6395571828, output_fired_time: 0.5685940385, propagate_forward_time: 24.2945022583, propagate_backward_time: 36.9186782837, weight_update_time: 0.1189648584, other_time: 2.3729324341
epoch time: 5.4725413322s, input_fired_time: 0.0842808485, output_fired_time: 0.0000000000, propagate_forward_time: 4.9579229355, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4303374290
validation[          , genome  3457] predictions:    9617/  10000 (96.17%), best:    9612/10000 (96.12%), error:      1303.79712, best error:      1274.36511 on epoch:    66, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 65.1165313721s, input_fired_time: 0.6431003809, output_fired_time: 0.5691859722, propagate_forward_time: 24.3695735931, propagate_backward_time: 37.1164016724, weight_update_time: 0.1198992506, other_time: 2.4182739258
epoch time: 5.4087686539s, input_fired_time: 0.0839511380, output_fired_time: 0.0000000000, propagate_forward_time: 4.8978724480, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4269452095
validation[          , genome  3457] predictions:    9609/  10000 (96.09%), best:    9612/10000 (96.12%), error:      1326.13354, best error:      1274.36511 on epoch:    66, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 64.9213562012s, input_fired_time: 0.6410616040, output_fired_time: 0.5667731166, propagate_forward_time: 24.3331966400, propagate_backward_time: 36.9836730957, weight_update_time: 0.1187646165, other_time: 2.3966522217
epoch time: 5.4048848152s, input_fired_time: 0.0831698030, output_fired_time: 0.0000000000, propagate_forward_time: 4.9007506371, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4209642410
validation[          , genome  3457] predictions:    9623/  10000 (96.23%), best:    9612/10000 (96.12%), error:      1297.84998, best error:      1274.36511 on epoch:    66, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 65.0709838867s, input_fired_time: 0.6436157823, output_fired_time: 0.5711482763, propagate_forward_time: 24.3805065155, propagate_backward_time: 37.0602645874, weight_update_time: 0.1204173863, other_time: 2.4154510498
epoch time: 5.4133825302s, input_fired_time: 0.0835978389, output_fired_time: 0.0000000000, propagate_forward_time: 4.9004406929, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4293441772
validation[          , genome  3457] predictions:    9643/  10000 (96.43%), best:    9643/10000 (96.43%), error:      1264.49097, best error:      1264.49097 on epoch:    82, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 65.2075119019s, input_fired_time: 0.6409426928, output_fired_time: 0.5702039599, propagate_forward_time: 24.4416790009, propagate_backward_time: 37.2003593445, weight_update_time: 0.1180304214, other_time: 2.3543205261
epoch time: 5.4223785400s, input_fired_time: 0.0823664963, output_fired_time: 0.0000000000, propagate_forward_time: 4.9176306725, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4223814011
validation[          , genome  3457] predictions:    9594/  10000 (95.94%), best:    9643/10000 (96.43%), error:      1400.95142, best error:      1264.49097 on epoch:    82, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 64.8071212769s, input_fired_time: 0.6398779154, output_fired_time: 0.5671058893, propagate_forward_time: 24.2098693848, propagate_backward_time: 36.9960060120, weight_update_time: 0.1192499995, other_time: 2.3942642212
epoch time: 5.4256253242s, input_fired_time: 0.0831027478, output_fired_time: 0.0000000000, propagate_forward_time: 4.9195508957, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4229717255
validation[          , genome  3457] predictions:    9638/  10000 (96.38%), best:    9638/10000 (96.38%), error:      1251.60876, best error:      1251.60876 on epoch:    84, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 65.1363143921s, input_fired_time: 0.6445310712, output_fired_time: 0.5703876019, propagate_forward_time: 24.3897438049, propagate_backward_time: 37.1094055176, weight_update_time: 0.1200031936, other_time: 2.4222450256
epoch time: 5.4180221558s, input_fired_time: 0.0844103917, output_fired_time: 0.0000000000, propagate_forward_time: 4.9053750038, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4282369614
validation[          , genome  3457] predictions:    9546/  10000 (95.46%), best:    9638/10000 (96.38%), error:      1496.72876, best error:      1251.60876 on epoch:    84, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 65.0994415283s, input_fired_time: 0.6437961459, output_fired_time: 0.5692588091, propagate_forward_time: 24.3779640198, propagate_backward_time: 37.0914268494, weight_update_time: 0.1191875190, other_time: 2.4169921875
epoch time: 5.4113321304s, input_fired_time: 0.0819277167, output_fired_time: 0.0000000000, propagate_forward_time: 4.9222087860, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4071955681
validation[          , genome  3457] predictions:    9598/  10000 (95.98%), best:    9638/10000 (96.38%), error:      1346.19250, best error:      1251.60876 on epoch:    84, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 65.1664810181s, input_fired_time: 0.6451570392, output_fired_time: 0.5685325861, propagate_forward_time: 24.4186954498, propagate_backward_time: 37.1178970337, weight_update_time: 0.1190790311, other_time: 2.4161987305
epoch time: 5.4288148880s, input_fired_time: 0.0835788921, output_fired_time: 0.0000000000, propagate_forward_time: 4.9195251465, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4257106781
validation[          , genome  3457] predictions:    9576/  10000 (95.76%), best:    9638/10000 (96.38%), error:      1382.95447, best error:      1251.60876 on epoch:    84, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 65.4959030151s, input_fired_time: 0.6471411586, output_fired_time: 0.5738920569, propagate_forward_time: 24.4974536896, propagate_backward_time: 37.3460807800, weight_update_time: 0.1199258640, other_time: 2.4313392639
epoch time: 5.3466987610s, input_fired_time: 0.0834647268, output_fired_time: 0.0000000000, propagate_forward_time: 4.8327369690, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4304971695
validation[          , genome  3457] predictions:    9555/  10000 (95.55%), best:    9638/10000 (96.38%), error:      1418.88623, best error:      1251.60876 on epoch:    84, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 65.1178665161s, input_fired_time: 0.6438685060, output_fired_time: 0.5695862174, propagate_forward_time: 24.4332447052, propagate_backward_time: 37.0790481567, weight_update_time: 0.1186407432, other_time: 2.3921203613
epoch time: 5.4383940697s, input_fired_time: 0.0839803070, output_fired_time: 0.0000000000, propagate_forward_time: 4.9355211258, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4188928604
validation[          , genome  3457] predictions:    9610/  10000 (96.10%), best:    9638/10000 (96.38%), error:      1320.10352, best error:      1251.60876 on epoch:    84, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 65.3711013794s, input_fired_time: 0.6434462667, output_fired_time: 0.5719758272, propagate_forward_time: 24.4822750092, propagate_backward_time: 37.2945098877, weight_update_time: 0.1184077412, other_time: 2.3788909912
epoch time: 5.3524985313s, input_fired_time: 0.0822758675, output_fired_time: 0.0000000000, propagate_forward_time: 4.8616170883, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4086055756
validation[          , genome  3457] predictions:    9618/  10000 (96.18%), best:    9638/10000 (96.38%), error:      1258.68225, best error:      1251.60876 on epoch:    84, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 65.4542388916s, input_fired_time: 0.6485478878, output_fired_time: 0.5712084770, propagate_forward_time: 24.4978179932, propagate_backward_time: 37.3199462891, weight_update_time: 0.1199310049, other_time: 2.4167251587
epoch time: 5.3998198509s, input_fired_time: 0.0846817642, output_fired_time: 0.0000000000, propagate_forward_time: 4.8838009834, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4313368797
validation[          , genome  3457] predictions:    9619/  10000 (96.19%), best:    9638/10000 (96.38%), error:      1316.66602, best error:      1251.60876 on epoch:    84, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 64.2362136841s, input_fired_time: 0.6422709227, output_fired_time: 0.5612217188, propagate_forward_time: 23.9969062805, propagate_backward_time: 36.6375389099, weight_update_time: 0.1181042045, other_time: 2.3982772827
epoch time: 5.3806028366s, input_fired_time: 0.0837192163, output_fired_time: 0.0000000000, propagate_forward_time: 4.8752598763, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4216237068
validation[          , genome  3457] predictions:    9580/  10000 (95.80%), best:    9638/10000 (96.38%), error:      1341.48291, best error:      1251.60876 on epoch:    84, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 65.3240127563s, input_fired_time: 0.6463947892, output_fired_time: 0.5700024962, propagate_forward_time: 24.4239673615, propagate_backward_time: 37.2720108032, weight_update_time: 0.1191757694, other_time: 2.4116439819
epoch time: 5.4071230888s, input_fired_time: 0.0830884129, output_fired_time: 0.0000000000, propagate_forward_time: 4.9098291397, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4142055511
validation[          , genome  3457] predictions:    9597/  10000 (95.97%), best:    9638/10000 (96.38%), error:      1298.46167, best error:      1251.60876 on epoch:    84, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 65.1766128540s, input_fired_time: 0.6457875371, output_fired_time: 0.5694876909, propagate_forward_time: 24.3851852417, propagate_backward_time: 37.2065162659, weight_update_time: 0.1181962937, other_time: 2.3696327209
epoch time: 5.4464788437s, input_fired_time: 0.0842956975, output_fired_time: 0.0000000000, propagate_forward_time: 4.9309492111, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4312338829
validation[          , genome  3457] predictions:    9592/  10000 (95.92%), best:    9638/10000 (96.38%), error:      1315.33240, best error:      1251.60876 on epoch:    84, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 65.6687545776s, input_fired_time: 0.6523450017, output_fired_time: 0.5739768744, propagate_forward_time: 24.5989780426, propagate_backward_time: 37.4301643372, weight_update_time: 0.1198162809, other_time: 2.4132957458
epoch time: 5.4317760468s, input_fired_time: 0.0840248540, output_fired_time: 0.0000000000, propagate_forward_time: 4.9229550362, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4247961044
validation[          , genome  3457] predictions:    9614/  10000 (96.14%), best:    9638/10000 (96.38%), error:      1325.99854, best error:      1251.60876 on epoch:    84, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 64.9830551147s, input_fired_time: 0.6459169984, output_fired_time: 0.5692931414, propagate_forward_time: 24.3267841339, propagate_backward_time: 37.0407485962, weight_update_time: 0.1184395105, other_time: 2.4003067017
epoch time: 5.0715236664s, input_fired_time: 0.0804992095, output_fired_time: 0.0000000000, propagate_forward_time: 4.5806207657, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4104037285
validation[          , genome  3457] predictions:    9585/  10000 (95.85%), best:    9638/10000 (96.38%), error:      1342.06714, best error:      1251.60876 on epoch:    84, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 65.4986572266s, input_fired_time: 0.6496673822, output_fired_time: 0.5715879798, propagate_forward_time: 24.5778541565, propagate_backward_time: 37.3347206116, weight_update_time: 0.1183381379, other_time: 2.3648300171
epoch time: 5.3393473625s, input_fired_time: 0.0832865462, output_fired_time: 0.0000000000, propagate_forward_time: 4.8352427483, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4208178520
validation[          , genome  3457] predictions:    9610/  10000 (96.10%), best:    9638/10000 (96.38%), error:      1326.36877, best error:      1251.60876 on epoch:    84, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 65.2299499512s, input_fired_time: 0.6459422708, output_fired_time: 0.5692574382, propagate_forward_time: 24.4448509216, propagate_backward_time: 37.1989784241, weight_update_time: 0.1177068278, other_time: 2.3709182739
epoch time: 5.4519391060s, input_fired_time: 0.0849019140, output_fired_time: 0.0000000000, propagate_forward_time: 4.9412341118, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4258031845
validation[          , genome  3457] predictions:    9587/  10000 (95.87%), best:    9638/10000 (96.38%), error:      1362.76538, best error:      1251.60876 on epoch:    84, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 65.0988235474s, input_fired_time: 0.6499944925, output_fired_time: 0.5689828396, propagate_forward_time: 24.3208980560, propagate_backward_time: 37.1534347534, weight_update_time: 0.1194466352, other_time: 2.4055175781
epoch time: 5.3802742958s, input_fired_time: 0.0830648467, output_fired_time: 0.0000000000, propagate_forward_time: 4.8782315254, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4189777374
validation[          , genome  3457] predictions:    9584/  10000 (95.84%), best:    9638/10000 (96.38%), error:      1392.65063, best error:      1251.60876 on epoch:    84, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 64.2994384766s, input_fired_time: 0.6434994936, output_fired_time: 0.5633359551, propagate_forward_time: 24.0242233276, propagate_backward_time: 36.6961708069, weight_update_time: 0.1172563136, other_time: 2.3722076416
epoch time: 5.3599567413s, input_fired_time: 0.0835988596, output_fired_time: 0.0000000000, propagate_forward_time: 4.8591690063, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4171886444
validation[          , genome  3457] predictions:    9542/  10000 (95.42%), best:    9638/10000 (96.38%), error:      1482.10413, best error:      1251.60876 on epoch:    84, epoch:  100/100, mu: 0.9870989323, learning_rate: 0.0000740065, weight_decay: 0.0000029603

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 26.8109226227s, input_fired_time: 0.4137003124, output_fired_time: 0.0000000000, propagate_forward_time: 24.1763916016, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2208309174
best training[          , genome  3457] predictions:   48947/  50000 (97.89%), best:    9638/10000 (96.38%), error:      3838.83252, best error:      1251.60876 on epoch:    84, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 5.3147296906s, input_fired_time: 0.0805683583, output_fired_time: 0.0000000000, propagate_forward_time: 4.8200178146, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4141435623
   testing[          , genome  3457] predictions:    9649/  10000 (96.49%), best:    9638/10000 (96.38%), error:      1152.07056, best error:      1251.60876 on epoch:    84, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
14:57:09 (3216): called boinc_finish(0)

</stderr_txt>
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