Nameexact_genome_1512568488_43_7007_1
Workunit2606353
Created7 Dec 2017, 23:16:57 UTC
Sent7 Dec 2017, 23:23:30 UTC
Report deadline16 Dec 2017, 0:43:41 UTC
Received8 Dec 2017, 11:35:28 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID58919
Run time2 hours 43 min 29 sec
CPU time2 hours 41 min 28 sec
Validate stateValid
Credit2,013.92
Device peak FLOPS2.91 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size154.27 MB
Peak swap size157.86 MB
Peak disk usage1.83 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.1173647493, output_fired_time: 0.0000000000, propagate_forward_time: 6.2403969765, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3771395683
validation[          , genome  7007] predictions:    9622/  10000 (96.22%), best:    9705/10000 (97.05%), error:      1195.89502, best error:       983.28607 on epoch:    10, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 88.6844177246s, input_fired_time: 0.9666947126, output_fired_time: 0.8772246838, propagate_forward_time: 31.2712688446, propagate_backward_time: 53.2711791992, weight_update_time: 0.1499197930, other_time: 2.2980422974
epoch time: 6.7138881683s, input_fired_time: 0.1168236211, output_fired_time: 0.0000000000, propagate_forward_time: 6.2211780548, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3758864403
validation[          , genome  7007] predictions:    9691/  10000 (96.91%), best:    9705/10000 (97.05%), error:      1006.88544, best error:       983.28607 on epoch:    10, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 87.9182281494s, input_fired_time: 0.9553287625, output_fired_time: 0.8685225248, propagate_forward_time: 30.9955368042, propagate_backward_time: 52.8387794495, weight_update_time: 0.1469472349, other_time: 2.2600593567
epoch time: 6.7398881912s, input_fired_time: 0.1174624711, output_fired_time: 0.0000000000, propagate_forward_time: 6.2445001602, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3779253960
validation[          , genome  7007] predictions:    9695/  10000 (96.95%), best:    9705/10000 (97.05%), error:       998.93793, best error:       983.28607 on epoch:    10, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 88.7156524658s, input_fired_time: 0.9678816795, output_fired_time: 0.8785129786, propagate_forward_time: 31.2879390717, propagate_backward_time: 53.2892341614, weight_update_time: 0.1497786939, other_time: 2.2920875549
epoch time: 6.6245498657s, input_fired_time: 0.1130527332, output_fired_time: 0.0000000000, propagate_forward_time: 6.1533899307, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3581070900
validation[          , genome  7007] predictions:    9700/  10000 (97.00%), best:    9705/10000 (97.05%), error:       994.60443, best error:       983.28607 on epoch:    10, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 88.9747314453s, input_fired_time: 0.9696214199, output_fired_time: 0.8819707632, propagate_forward_time: 31.4196548462, propagate_backward_time: 53.4114913940, weight_update_time: 0.1498481780, other_time: 2.2919921875
epoch time: 6.6592965126s, input_fired_time: 0.1142389849, output_fired_time: 0.0000000000, propagate_forward_time: 6.1833391190, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3617181778
validation[          , genome  7007] predictions:    9669/  10000 (96.69%), best:    9705/10000 (97.05%), error:      1121.65747, best error:       983.28607 on epoch:    10, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 88.5078430176s, input_fired_time: 0.9690105319, output_fired_time: 0.8793840408, propagate_forward_time: 31.1818141937, propagate_backward_time: 53.1663780212, weight_update_time: 0.1497434229, other_time: 2.3112525940
epoch time: 6.7630267143s, input_fired_time: 0.1196916997, output_fired_time: 0.0000000000, propagate_forward_time: 6.2550573349, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3882775307
validation[          , genome  7007] predictions:    9644/  10000 (96.44%), best:    9705/10000 (97.05%), error:      1144.93958, best error:       983.28607 on epoch:    10, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 88.3611450195s, input_fired_time: 0.9635865092, output_fired_time: 0.8749714494, propagate_forward_time: 31.1396961212, propagate_backward_time: 53.0983734131, weight_update_time: 0.1477556527, other_time: 2.2845230103
epoch time: 6.6750822067s, input_fired_time: 0.1142552346, output_fired_time: 0.0000000000, propagate_forward_time: 6.1963667870, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3644599915
validation[          , genome  7007] predictions:    9677/  10000 (96.77%), best:    9705/10000 (97.05%), error:      1045.11316, best error:       983.28607 on epoch:    10, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 88.4750442505s, input_fired_time: 0.9660006762, output_fired_time: 0.8761218786, propagate_forward_time: 31.1714611053, propagate_backward_time: 53.1625785828, weight_update_time: 0.1489760280, other_time: 2.2988777161
epoch time: 6.7329845428s, input_fired_time: 0.1182802841, output_fired_time: 0.0000000000, propagate_forward_time: 6.2361683846, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3785357475
validation[          , genome  7007] predictions:    9734/  10000 (97.34%), best:    9705/10000 (97.05%), error:      1001.60748, best error:       983.28607 on epoch:    10, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 88.8628234863s, input_fired_time: 0.9666122794, output_fired_time: 0.8824188113, propagate_forward_time: 31.3331680298, propagate_backward_time: 53.3718490601, weight_update_time: 0.1490370482, other_time: 2.3087768555
epoch time: 6.7358880043s, input_fired_time: 0.1197433472, output_fired_time: 0.0000000000, propagate_forward_time: 6.2309799194, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3851647377
validation[          , genome  7007] predictions:    9661/  10000 (96.61%), best:    9705/10000 (97.05%), error:      1078.73804, best error:       983.28607 on epoch:    10, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 88.6245269775s, input_fired_time: 0.9713471532, output_fired_time: 0.8799104095, propagate_forward_time: 31.2222690582, propagate_backward_time: 53.2274246216, weight_update_time: 0.1503692865, other_time: 2.3235778809
epoch time: 6.7212452888s, input_fired_time: 0.1157455742, output_fired_time: 0.0000000000, propagate_forward_time: 6.2298111916, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3756885529
validation[          , genome  7007] predictions:    9603/  10000 (96.03%), best:    9705/10000 (97.05%), error:      1275.64807, best error:       983.28607 on epoch:    10, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 88.5091094971s, input_fired_time: 0.9645514488, output_fired_time: 0.8758494854, propagate_forward_time: 31.2031269073, propagate_backward_time: 53.1741905212, weight_update_time: 0.1486906260, other_time: 2.2913932800
epoch time: 6.8057818413s, input_fired_time: 0.1207702532, output_fired_time: 0.0000000000, propagate_forward_time: 6.2913084030, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3937029839
validation[          , genome  7007] predictions:    9712/  10000 (97.12%), best:    9712/10000 (97.12%), error:       942.90942, best error:       942.90942 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 88.5163116455s, input_fired_time: 0.9676256776, output_fired_time: 0.8773103356, propagate_forward_time: 31.1884517670, propagate_backward_time: 53.1744689941, weight_update_time: 0.1494953632, other_time: 2.3084487915
epoch time: 6.6744275093s, input_fired_time: 0.1161280423, output_fired_time: 0.0000000000, propagate_forward_time: 6.1881837845, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3701157570
validation[          , genome  7007] predictions:    9673/  10000 (96.73%), best:    9712/10000 (97.12%), error:      1055.91467, best error:       942.90942 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 88.5188522339s, input_fired_time: 0.9716112018, output_fired_time: 0.8761650920, propagate_forward_time: 31.1935195923, propagate_backward_time: 53.1703147888, weight_update_time: 0.1494812816, other_time: 2.3072395325
epoch time: 6.7680931091s, input_fired_time: 0.1180217043, output_fired_time: 0.0000000000, propagate_forward_time: 6.2729258537, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3771457672
validation[          , genome  7007] predictions:    9719/  10000 (97.19%), best:    9712/10000 (97.12%), error:       949.68896, best error:       942.90942 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 88.4726638794s, input_fired_time: 0.9692066908, output_fired_time: 0.8743155599, propagate_forward_time: 31.1808681488, propagate_backward_time: 53.1524085999, weight_update_time: 0.1490292698, other_time: 2.2958641052
epoch time: 6.6834025383s, input_fired_time: 0.1140481606, output_fired_time: 0.0000000000, propagate_forward_time: 6.2154154778, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3539390564
validation[          , genome  7007] predictions:    9696/  10000 (96.96%), best:    9696/10000 (96.96%), error:       940.25500, best error:       940.25500 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 88.5917892456s, input_fired_time: 0.9724125862, output_fired_time: 0.8787791729, propagate_forward_time: 31.2094669342, propagate_backward_time: 53.2208862305, weight_update_time: 0.1502289623, other_time: 2.3102493286
epoch time: 6.7584362030s, input_fired_time: 0.1186206117, output_fired_time: 0.0000000000, propagate_forward_time: 6.2590794563, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3807363510
validation[          , genome  7007] predictions:    9668/  10000 (96.68%), best:    9696/10000 (96.96%), error:      1124.24133, best error:       940.25500 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 88.1746597290s, input_fired_time: 0.9645502567, output_fired_time: 0.8700378537, propagate_forward_time: 31.0805110931, propagate_backward_time: 52.9852142334, weight_update_time: 0.1498816609, other_time: 2.2743377686
epoch time: 6.7973222733s, input_fired_time: 0.1197523847, output_fired_time: 0.0000000000, propagate_forward_time: 6.2947130203, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3828568459
validation[          , genome  7007] predictions:    9721/  10000 (97.21%), best:    9696/10000 (96.96%), error:       949.08136, best error:       940.25500 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 88.6864395142s, input_fired_time: 0.9784362912, output_fired_time: 0.8816837668, propagate_forward_time: 31.2382602692, propagate_backward_time: 53.2558212280, weight_update_time: 0.1508262753, other_time: 2.3322372437
epoch time: 6.7167892456s, input_fired_time: 0.1158465445, output_fired_time: 0.0000000000, propagate_forward_time: 6.2325773239, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3683652878
validation[          , genome  7007] predictions:    9683/  10000 (96.83%), best:    9696/10000 (96.96%), error:      1036.36804, best error:       940.25500 on epoch:    27, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 88.4769287109s, input_fired_time: 0.9706888199, output_fired_time: 0.8765069246, propagate_forward_time: 31.1779613495, propagate_backward_time: 53.1416931152, weight_update_time: 0.1506457180, other_time: 2.3100738525
epoch time: 6.7229981422s, input_fired_time: 0.1185403764, output_fired_time: 0.0000000000, propagate_forward_time: 6.2288169861, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3756408691
validation[          , genome  7007] predictions:    9696/  10000 (96.96%), best:    9696/10000 (96.96%), error:       957.94714, best error:       940.25500 on epoch:    27, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 88.3690948486s, input_fired_time: 0.9683430791, output_fired_time: 0.8768926859, propagate_forward_time: 31.1140613556, propagate_backward_time: 53.1109695435, weight_update_time: 0.1498663276, other_time: 2.2988281250
epoch time: 6.7259783745s, input_fired_time: 0.1161727235, output_fired_time: 0.0000000000, propagate_forward_time: 6.2414202690, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3683853149
validation[          , genome  7007] predictions:    9667/  10000 (96.67%), best:    9696/10000 (96.96%), error:      1054.67737, best error:       940.25500 on epoch:    27, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 88.2971725464s, input_fired_time: 0.9615682364, output_fired_time: 0.8720645308, propagate_forward_time: 31.1284255981, propagate_backward_time: 53.0657386780, weight_update_time: 0.1496515572, other_time: 2.2693748474
epoch time: 6.6881985664s, input_fired_time: 0.1156625077, output_fired_time: 0.0000000000, propagate_forward_time: 6.2094907761, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3630452156
validation[          , genome  7007] predictions:    9738/  10000 (97.38%), best:    9738/10000 (97.38%), error:       875.48572, best error:       875.48572 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 87.9973907471s, input_fired_time: 0.9582437873, output_fired_time: 0.8690793514, propagate_forward_time: 31.0309162140, propagate_backward_time: 52.8965263367, weight_update_time: 0.1473104656, other_time: 2.2426261902
epoch time: 6.7635254860s, input_fired_time: 0.1208285615, output_fired_time: 0.0000000000, propagate_forward_time: 6.2555017471, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3871951103
validation[          , genome  7007] predictions:    9732/  10000 (97.32%), best:    9738/10000 (97.38%), error:       888.24304, best error:       875.48572 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 88.4628753662s, input_fired_time: 0.9707800150, output_fired_time: 0.8756380081, propagate_forward_time: 31.1624641418, propagate_backward_time: 53.1554069519, weight_update_time: 0.1503146142, other_time: 2.2985839844
epoch time: 6.7545447350s, input_fired_time: 0.1210203394, output_fired_time: 0.0000000000, propagate_forward_time: 6.2496109009, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3839135170
validation[          , genome  7007] predictions:    9711/  10000 (97.11%), best:    9738/10000 (97.38%), error:       917.63605, best error:       875.48572 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 88.7727508545s, input_fired_time: 0.9791977406, output_fired_time: 0.8812137842, propagate_forward_time: 31.2665538788, propagate_backward_time: 53.3015632629, weight_update_time: 0.1508477479, other_time: 2.3442268372
epoch time: 6.7180213928s, input_fired_time: 0.1163844317, output_fired_time: 0.0000000000, propagate_forward_time: 6.2343668938, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3672699928
validation[          , genome  7007] predictions:    9745/  10000 (97.45%), best:    9745/10000 (97.45%), error:       842.24414, best error:       842.24414 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 88.3976440430s, input_fired_time: 0.9692319036, output_fired_time: 0.8751448393, propagate_forward_time: 31.1521816254, propagate_backward_time: 53.1069908142, weight_update_time: 0.1485610455, other_time: 2.2940940857
epoch time: 6.7281870842s, input_fired_time: 0.1185570583, output_fired_time: 0.0000000000, propagate_forward_time: 6.2341923714, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3754377365
validation[          , genome  7007] predictions:    9731/  10000 (97.31%), best:    9745/10000 (97.45%), error:       918.27600, best error:       842.24414 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 88.9505844116s, input_fired_time: 0.9808112979, output_fired_time: 0.8836885095, propagate_forward_time: 31.3709564209, propagate_backward_time: 53.3965072632, weight_update_time: 0.1505674720, other_time: 2.3186187744
epoch time: 6.7455787659s, input_fired_time: 0.1198275983, output_fired_time: 0.0000000000, propagate_forward_time: 6.2424907684, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3832602501
validation[          , genome  7007] predictions:    9716/  10000 (97.16%), best:    9745/10000 (97.45%), error:       914.04889, best error:       842.24414 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 88.4331130981s, input_fired_time: 0.9744905829, output_fired_time: 0.8744030595, propagate_forward_time: 31.1558589935, propagate_backward_time: 53.1344833374, weight_update_time: 0.1492699981, other_time: 2.2938766479
epoch time: 6.7369446754s, input_fired_time: 0.1185364798, output_fired_time: 0.0000000000, propagate_forward_time: 6.2425947189, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3758134842
validation[          , genome  7007] predictions:    9739/  10000 (97.39%), best:    9745/10000 (97.45%), error:       859.88464, best error:       842.24414 on epoch:    36, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 88.7022476196s, input_fired_time: 0.9745393395, output_fired_time: 0.8766009212, propagate_forward_time: 31.2559070587, propagate_backward_time: 53.3007164001, weight_update_time: 0.1490098238, other_time: 2.2944831848
epoch time: 6.6859440804s, input_fired_time: 0.1168736741, output_fired_time: 0.0000000000, propagate_forward_time: 6.2021074295, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3669629097
validation[          , genome  7007] predictions:    9679/  10000 (96.79%), best:    9745/10000 (97.45%), error:      1008.84058, best error:       842.24414 on epoch:    36, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 88.7157516479s, input_fired_time: 0.9777945876, output_fired_time: 0.8815650344, propagate_forward_time: 31.2717132568, propagate_backward_time: 53.2715377808, weight_update_time: 0.1497747600, other_time: 2.3131484985
epoch time: 6.7511105537s, input_fired_time: 0.1196658462, output_fired_time: 0.0000000000, propagate_forward_time: 6.2502675056, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3811774254
validation[          , genome  7007] predictions:    9731/  10000 (97.31%), best:    9745/10000 (97.45%), error:       867.75726, best error:       842.24414 on epoch:    36, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 88.8589324951s, input_fired_time: 0.9817848206, output_fired_time: 0.8832145929, propagate_forward_time: 31.3135070801, propagate_backward_time: 53.3679122925, weight_update_time: 0.1502992511, other_time: 2.3125152588
epoch time: 6.7377600670s, input_fired_time: 0.1196957007, output_fired_time: 0.0000000000, propagate_forward_time: 6.2374796867, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3805847168
validation[          , genome  7007] predictions:    9710/  10000 (97.10%), best:    9745/10000 (97.45%), error:       951.11627, best error:       842.24414 on epoch:    36, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 88.9413375854s, input_fired_time: 0.9775437117, output_fired_time: 0.8823855519, propagate_forward_time: 31.4049282074, propagate_backward_time: 53.3624000549, weight_update_time: 0.1503216028, other_time: 2.3140754700
epoch time: 6.7158799171s, input_fired_time: 0.1170999110, output_fired_time: 0.0000000000, propagate_forward_time: 6.2242727280, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3745074272
validation[          , genome  7007] predictions:    9740/  10000 (97.40%), best:    9745/10000 (97.45%), error:       842.78796, best error:       842.24414 on epoch:    36, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 89.0104522705s, input_fired_time: 0.9772736430, output_fired_time: 0.8802307248, propagate_forward_time: 31.3931198120, propagate_backward_time: 53.4658355713, weight_update_time: 0.1490945667, other_time: 2.2939910889
epoch time: 6.7504110336s, input_fired_time: 0.1194180548, output_fired_time: 0.0000000000, propagate_forward_time: 6.2521328926, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3788599968
validation[          , genome  7007] predictions:    9729/  10000 (97.29%), best:    9729/10000 (97.29%), error:       840.69611, best error:       840.69611 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 89.1288909912s, input_fired_time: 0.9809854627, output_fired_time: 0.8848264813, propagate_forward_time: 31.4379768372, propagate_backward_time: 53.5125045776, weight_update_time: 0.1527222246, other_time: 2.3125953674
epoch time: 6.7699594498s, input_fired_time: 0.1199649647, output_fired_time: 0.0000000000, propagate_forward_time: 6.2716889381, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3783054352
validation[          , genome  7007] predictions:    9723/  10000 (97.23%), best:    9729/10000 (97.29%), error:       941.63812, best error:       840.69611 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 88.7877731323s, input_fired_time: 0.9788250923, output_fired_time: 0.8817804456, propagate_forward_time: 31.2874813080, propagate_backward_time: 53.3330993652, weight_update_time: 0.1493236721, other_time: 2.3065795898
epoch time: 6.7344155312s, input_fired_time: 0.1191417426, output_fired_time: 0.0000000000, propagate_forward_time: 6.2404060364, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3748679161
validation[          , genome  7007] predictions:    9754/  10000 (97.54%), best:    9754/10000 (97.54%), error:       785.25690, best error:       785.25690 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 88.4012451172s, input_fired_time: 0.9744030833, output_fired_time: 0.8742348552, propagate_forward_time: 31.1493701935, propagate_backward_time: 53.1183815002, weight_update_time: 0.1487537622, other_time: 2.2848548889
epoch time: 6.7218961716s, input_fired_time: 0.1196974367, output_fired_time: 0.0000000000, propagate_forward_time: 6.2292342186, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3729643822
validation[          , genome  7007] predictions:    9671/  10000 (96.71%), best:    9754/10000 (97.54%), error:      1066.07605, best error:       785.25690 on epoch:    46, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 89.6160354614s, input_fired_time: 0.9883806109, output_fired_time: 0.8933396339, propagate_forward_time: 31.6145629883, propagate_backward_time: 53.7839584351, weight_update_time: 0.1507660002, other_time: 2.3357925415
epoch time: 6.7516527176s, input_fired_time: 0.1199416891, output_fired_time: 0.0000000000, propagate_forward_time: 6.2562408447, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3754701614
validation[          , genome  7007] predictions:    9703/  10000 (97.03%), best:    9754/10000 (97.54%), error:       952.49152, best error:       785.25690 on epoch:    46, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 89.2480926514s, input_fired_time: 0.9926013947, output_fired_time: 0.8907156587, propagate_forward_time: 31.4903621674, propagate_backward_time: 53.5486526489, weight_update_time: 0.1502060145, other_time: 2.3257598877
epoch time: 7.1020770073s, input_fired_time: 0.1242951974, output_fired_time: 0.0000000000, propagate_forward_time: 6.5847406387, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3930411339
validation[          , genome  7007] predictions:    9724/  10000 (97.24%), best:    9754/10000 (97.54%), error:       877.30383, best error:       785.25690 on epoch:    46, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 88.7475051880s, input_fired_time: 0.9839127064, output_fired_time: 0.8784756660, propagate_forward_time: 31.3045215607, propagate_backward_time: 53.2774620056, weight_update_time: 0.1492085010, other_time: 2.3031349182
epoch time: 6.7531328201s, input_fired_time: 0.1221824288, output_fired_time: 0.0000000000, propagate_forward_time: 6.2537274361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3772230148
validation[          , genome  7007] predictions:    9742/  10000 (97.42%), best:    9754/10000 (97.54%), error:       858.94373, best error:       785.25690 on epoch:    46, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 88.6257858276s, input_fired_time: 0.9845763445, output_fired_time: 0.8764075041, propagate_forward_time: 31.2631435394, propagate_backward_time: 53.2132339478, weight_update_time: 0.1489276141, other_time: 2.2884292603
epoch time: 6.7352213860s, input_fired_time: 0.1190193817, output_fired_time: 0.0000000000, propagate_forward_time: 6.2466111183, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3695907593
validation[          , genome  7007] predictions:    9752/  10000 (97.52%), best:    9754/10000 (97.54%), error:       800.43689, best error:       785.25690 on epoch:    46, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 88.3669128418s, input_fired_time: 0.9786162376, output_fired_time: 0.8739424348, propagate_forward_time: 31.1697368622, propagate_backward_time: 53.0619773865, weight_update_time: 0.1488291025, other_time: 2.2826423645
epoch time: 6.7496094704s, input_fired_time: 0.1213447377, output_fired_time: 0.0000000000, propagate_forward_time: 6.2472462654, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3810186386
validation[          , genome  7007] predictions:    9754/  10000 (97.54%), best:    9754/10000 (97.54%), error:       839.33344, best error:       785.25690 on epoch:    46, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 88.8765563965s, input_fired_time: 0.9805303812, output_fired_time: 0.8796370625, propagate_forward_time: 31.2766609192, propagate_backward_time: 53.4432754517, weight_update_time: 0.1490137577, other_time: 2.2964515686
epoch time: 6.7405052185s, input_fired_time: 0.1200542599, output_fired_time: 0.0000000000, propagate_forward_time: 6.2482013702, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3722496033
validation[          , genome  7007] predictions:    9735/  10000 (97.35%), best:    9754/10000 (97.54%), error:       853.14319, best error:       785.25690 on epoch:    46, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 88.4266586304s, input_fired_time: 0.9792853594, output_fired_time: 0.8762465715, propagate_forward_time: 31.1629123688, propagate_backward_time: 53.1191482544, weight_update_time: 0.1497392654, other_time: 2.2890701294
epoch time: 6.7366919518s, input_fired_time: 0.1201141253, output_fired_time: 0.0000000000, propagate_forward_time: 6.2399640083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3766136169
validation[          , genome  7007] predictions:    9724/  10000 (97.24%), best:    9754/10000 (97.54%), error:       926.21600, best error:       785.25690 on epoch:    46, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 88.3601837158s, input_fired_time: 0.9767625928, output_fired_time: 0.8730786443, propagate_forward_time: 31.1594753265, propagate_backward_time: 53.0709877014, weight_update_time: 0.1499713510, other_time: 2.2798805237
epoch time: 6.7161221504s, input_fired_time: 0.1198735535, output_fired_time: 0.0000000000, propagate_forward_time: 6.2258758545, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3703727722
validation[          , genome  7007] predictions:    9685/  10000 (96.85%), best:    9754/10000 (97.54%), error:      1045.17505, best error:       785.25690 on epoch:    46, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 89.0650482178s, input_fired_time: 0.9839372635, output_fired_time: 0.8821551800, propagate_forward_time: 31.4061203003, propagate_backward_time: 53.4997673035, weight_update_time: 0.1496779621, other_time: 2.2930641174
epoch time: 6.7896261215s, input_fired_time: 0.1234498620, output_fired_time: 0.0000000000, propagate_forward_time: 6.2878375053, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3783388138
validation[          , genome  7007] predictions:    9761/  10000 (97.61%), best:    9754/10000 (97.54%), error:       809.75641, best error:       785.25690 on epoch:    46, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 88.2076568604s, input_fired_time: 0.9772959352, output_fired_time: 0.8742243052, propagate_forward_time: 31.0983638763, propagate_backward_time: 52.9785537720, weight_update_time: 0.1488525867, other_time: 2.2792205811
epoch time: 6.7342505455s, input_fired_time: 0.1206860542, output_fired_time: 0.0000000000, propagate_forward_time: 6.2339944839, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3795700073
validation[          , genome  7007] predictions:    9731/  10000 (97.31%), best:    9754/10000 (97.54%), error:       878.22375, best error:       785.25690 on epoch:    46, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 88.3201904297s, input_fired_time: 0.9797905684, output_fired_time: 0.8727573752, propagate_forward_time: 31.1269626617, propagate_backward_time: 53.0497245789, weight_update_time: 0.1490564197, other_time: 2.2909584045
epoch time: 6.6874585152s, input_fired_time: 0.1189559251, output_fired_time: 0.0000000000, propagate_forward_time: 6.2010326385, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3674697876
validation[          , genome  7007] predictions:    9736/  10000 (97.36%), best:    9754/10000 (97.54%), error:       957.86713, best error:       785.25690 on epoch:    46, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 88.6188049316s, input_fired_time: 0.9837837219, output_fired_time: 0.8756299615, propagate_forward_time: 31.2315406799, propagate_backward_time: 53.2488250732, weight_update_time: 0.1488329470, other_time: 2.2790260315
epoch time: 6.6550021172s, input_fired_time: 0.1177876368, output_fired_time: 0.0000000000, propagate_forward_time: 6.1733951569, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3638191223
validation[          , genome  7007] predictions:    9733/  10000 (97.33%), best:    9754/10000 (97.54%), error:       902.56848, best error:       785.25690 on epoch:    46, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 88.4462356567s, input_fired_time: 0.9811693430, output_fired_time: 0.8754230142, propagate_forward_time: 31.1935501099, propagate_backward_time: 53.1194381714, weight_update_time: 0.1487268806, other_time: 2.2766571045
epoch time: 6.7911663055s, input_fired_time: 0.1215330213, output_fired_time: 0.0000000000, propagate_forward_time: 6.2970066071, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3726267815
validation[          , genome  7007] predictions:    9748/  10000 (97.48%), best:    9754/10000 (97.54%), error:       815.97852, best error:       785.25690 on epoch:    46, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 88.5377273560s, input_fired_time: 0.9806157947, output_fired_time: 0.8751137257, propagate_forward_time: 31.2260532379, propagate_backward_time: 53.1733703613, weight_update_time: 0.1488466114, other_time: 2.2825775146
epoch time: 6.7246646881s, input_fired_time: 0.1187662631, output_fired_time: 0.0000000000, propagate_forward_time: 6.2389354706, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3669629097
validation[          , genome  7007] predictions:    9737/  10000 (97.37%), best:    9754/10000 (97.54%), error:       869.10730, best error:       785.25690 on epoch:    46, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 88.1911010742s, input_fired_time: 0.9756876230, output_fired_time: 0.8702557087, propagate_forward_time: 31.0819473267, propagate_backward_time: 52.9860954285, weight_update_time: 0.1479469687, other_time: 2.2771186829
epoch time: 6.7280068398s, input_fired_time: 0.1203349978, output_fired_time: 0.0000000000, propagate_forward_time: 6.2304883003, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3771834373
validation[          , genome  7007] predictions:    9737/  10000 (97.37%), best:    9754/10000 (97.54%), error:       843.88306, best error:       785.25690 on epoch:    46, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 88.3604202271s, input_fired_time: 0.9779325724, output_fired_time: 0.8733592629, propagate_forward_time: 31.1392669678, propagate_backward_time: 53.1010437012, weight_update_time: 0.1479012966, other_time: 2.2688140869
epoch time: 6.7587018013s, input_fired_time: 0.1220549569, output_fired_time: 0.0000000000, propagate_forward_time: 6.2636241913, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3730225563
validation[          , genome  7007] predictions:    9749/  10000 (97.49%), best:    9754/10000 (97.54%), error:       865.38934, best error:       785.25690 on epoch:    46, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 88.4242630005s, input_fired_time: 0.9827528000, output_fired_time: 0.8750449419, propagate_forward_time: 31.1616458893, propagate_backward_time: 53.1220550537, weight_update_time: 0.1489320546, other_time: 2.2827682495
epoch time: 6.7789373398s, input_fired_time: 0.1220999509, output_fired_time: 0.0000000000, propagate_forward_time: 6.2755575180, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3812799454
validation[          , genome  7007] predictions:    9746/  10000 (97.46%), best:    9754/10000 (97.54%), error:       836.40399, best error:       785.25690 on epoch:    46, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 88.9824752808s, input_fired_time: 0.9850182533, output_fired_time: 0.8813345432, propagate_forward_time: 31.3885593414, propagate_backward_time: 53.4384346008, weight_update_time: 0.1494556814, other_time: 2.2891349792
epoch time: 6.6907000542s, input_fired_time: 0.1200060248, output_fired_time: 0.0000000000, propagate_forward_time: 6.2029552460, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3677387238
validation[          , genome  7007] predictions:    9751/  10000 (97.51%), best:    9754/10000 (97.54%), error:       825.14343, best error:       785.25690 on epoch:    46, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 88.9463500977s, input_fired_time: 0.9872937799, output_fired_time: 0.8810807467, propagate_forward_time: 31.3526248932, propagate_backward_time: 53.4248466492, weight_update_time: 0.1496106833, other_time: 2.3005027771
epoch time: 6.7914729118s, input_fired_time: 0.1228151321, output_fired_time: 0.0000000000, propagate_forward_time: 6.2835268974, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3851308823
validation[          , genome  7007] predictions:    9762/  10000 (97.62%), best:    9754/10000 (97.54%), error:       820.47699, best error:       785.25690 on epoch:    46, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 88.7327728271s, input_fired_time: 0.9862611890, output_fired_time: 0.8815070987, propagate_forward_time: 31.2750549316, propagate_backward_time: 53.2995376587, weight_update_time: 0.1499000788, other_time: 2.2904129028
epoch time: 6.7189435959s, input_fired_time: 0.1210750565, output_fired_time: 0.0000000000, propagate_forward_time: 6.2238831520, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3739852905
validation[          , genome  7007] predictions:    9739/  10000 (97.39%), best:    9754/10000 (97.54%), error:       859.29791, best error:       785.25690 on epoch:    46, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 88.3835525513s, input_fired_time: 0.9837525487, output_fired_time: 0.8736420274, propagate_forward_time: 31.1597061157, propagate_backward_time: 53.0883712769, weight_update_time: 0.1496670246, other_time: 2.2780838013
epoch time: 6.7548823357s, input_fired_time: 0.1221802086, output_fired_time: 0.0000000000, propagate_forward_time: 6.2574453354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3752570152
validation[          , genome  7007] predictions:    9764/  10000 (97.64%), best:    9764/10000 (97.64%), error:       780.98962, best error:       780.98962 on epoch:    68, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 88.6735305786s, input_fired_time: 0.9908807874, output_fired_time: 0.8777127266, propagate_forward_time: 31.2632923126, propagate_backward_time: 53.2506866455, weight_update_time: 0.1496029198, other_time: 2.2909545898
epoch time: 7.0278558731s, input_fired_time: 0.1258819699, output_fired_time: 0.0000000000, propagate_forward_time: 6.5148954391, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3870782852
validation[          , genome  7007] predictions:    9722/  10000 (97.22%), best:    9764/10000 (97.64%), error:       846.93903, best error:       780.98962 on epoch:    68, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 88.6037902832s, input_fired_time: 0.9869490862, output_fired_time: 0.8818931580, propagate_forward_time: 31.2607593536, propagate_backward_time: 53.1883964539, weight_update_time: 0.1495750397, other_time: 2.2858009338
epoch time: 6.7095980644s, input_fired_time: 0.1218778342, output_fired_time: 0.0000000000, propagate_forward_time: 6.2158341408, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3718862534
validation[          , genome  7007] predictions:    9739/  10000 (97.39%), best:    9764/10000 (97.64%), error:       827.44055, best error:       780.98962 on epoch:    68, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 88.2327880859s, input_fired_time: 0.9818620086, output_fired_time: 0.8740735054, propagate_forward_time: 31.0932979584, propagate_backward_time: 53.0156974792, weight_update_time: 0.1486397833, other_time: 2.2678489685
epoch time: 6.6689319611s, input_fired_time: 0.1193351448, output_fired_time: 0.0000000000, propagate_forward_time: 6.1843981743, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3651986122
validation[          , genome  7007] predictions:    9764/  10000 (97.64%), best:    9764/10000 (97.64%), error:       741.28198, best error:       741.28198 on epoch:    71, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 88.6998596191s, input_fired_time: 0.9883020520, output_fired_time: 0.8775916100, propagate_forward_time: 31.2812652588, propagate_backward_time: 53.2627983093, weight_update_time: 0.1498193443, other_time: 2.2898979187
epoch time: 6.9032950401s, input_fired_time: 0.1242054701, output_fired_time: 0.0000000000, propagate_forward_time: 6.3942613602, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3848280907
validation[          , genome  7007] predictions:    9735/  10000 (97.35%), best:    9764/10000 (97.64%), error:       899.75861, best error:       741.28198 on epoch:    71, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 88.5480346680s, input_fired_time: 0.9886814356, output_fired_time: 0.8770838380, propagate_forward_time: 31.2155647278, propagate_backward_time: 53.1830406189, weight_update_time: 0.1491318047, other_time: 2.2836685181
epoch time: 6.8607501984s, input_fired_time: 0.1234963909, output_fired_time: 0.0000000000, propagate_forward_time: 6.3580956459, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3791580200
validation[          , genome  7007] predictions:    9687/  10000 (96.87%), best:    9764/10000 (97.64%), error:      1045.60535, best error:       741.28198 on epoch:    71, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 88.8875045776s, input_fired_time: 0.9893691540, output_fired_time: 0.8810505867, propagate_forward_time: 31.3449420929, propagate_backward_time: 53.3749847412, weight_update_time: 0.1500225812, other_time: 2.2971572876
epoch time: 6.7306518555s, input_fired_time: 0.1235472783, output_fired_time: 0.0000000000, propagate_forward_time: 6.2235064507, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3835983276
validation[          , genome  7007] predictions:    9786/  10000 (97.86%), best:    9764/10000 (97.64%), error:       742.25079, best error:       741.28198 on epoch:    71, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 88.3073883057s, input_fired_time: 0.9857233763, output_fired_time: 0.8741184473, propagate_forward_time: 31.1068820953, propagate_backward_time: 53.0615577698, weight_update_time: 0.1495463848, other_time: 2.2791099548
epoch time: 6.7134938240s, input_fired_time: 0.1217879057, output_fired_time: 0.0000000000, propagate_forward_time: 6.2218370438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3698687553
validation[          , genome  7007] predictions:    9764/  10000 (97.64%), best:    9764/10000 (97.64%), error:       778.93677, best error:       741.28198 on epoch:    71, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 88.3980331421s, input_fired_time: 0.9893653393, output_fired_time: 0.8742840886, propagate_forward_time: 31.1206779480, propagate_backward_time: 53.1239471436, weight_update_time: 0.1493192464, other_time: 2.2897605896
epoch time: 6.7449560165s, input_fired_time: 0.1222903877, output_fired_time: 0.0000000000, propagate_forward_time: 6.2471942902, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3754711151
validation[          , genome  7007] predictions:    9765/  10000 (97.65%), best:    9764/10000 (97.64%), error:       832.06073, best error:       741.28198 on epoch:    71, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 88.8151779175s, input_fired_time: 0.9942587018, output_fired_time: 0.8788875937, propagate_forward_time: 31.3454952240, propagate_backward_time: 53.3065299988, weight_update_time: 0.1502821743, other_time: 2.2900047302
epoch time: 7.1458301544s, input_fired_time: 0.1271176487, output_fired_time: 0.0000000000, propagate_forward_time: 6.6294813156, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3892312050
validation[          , genome  7007] predictions:    9752/  10000 (97.52%), best:    9764/10000 (97.64%), error:       819.42993, best error:       741.28198 on epoch:    71, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 88.4355926514s, input_fired_time: 0.9908572435, output_fired_time: 0.8756680489, propagate_forward_time: 31.1730289459, propagate_backward_time: 53.1078262329, weight_update_time: 0.1499647349, other_time: 2.2882080078
epoch time: 6.8468990326s, input_fired_time: 0.1226190999, output_fired_time: 0.0000000000, propagate_forward_time: 6.3560643196, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3682155609
validation[          , genome  7007] predictions:    9754/  10000 (97.54%), best:    9764/10000 (97.64%), error:       831.65814, best error:       741.28198 on epoch:    71, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 89.0739898682s, input_fired_time: 0.9958204627, output_fired_time: 0.8831729293, propagate_forward_time: 31.3624782562, propagate_backward_time: 53.5213737488, weight_update_time: 0.1517350972, other_time: 2.3111457825
epoch time: 6.7149615288s, input_fired_time: 0.1221636161, output_fired_time: 0.0000000000, propagate_forward_time: 6.2203960419, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3724017143
validation[          , genome  7007] predictions:    9775/  10000 (97.75%), best:    9764/10000 (97.64%), error:       765.78052, best error:       741.28198 on epoch:    71, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 88.9904098511s, input_fired_time: 0.9934606552, output_fired_time: 0.8815497756, propagate_forward_time: 31.3581981659, propagate_backward_time: 53.4654312134, weight_update_time: 0.1510475874, other_time: 2.2917709351
epoch time: 6.7534475327s, input_fired_time: 0.1224147752, output_fired_time: 0.0000000000, propagate_forward_time: 6.2573399544, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3736929893
validation[          , genome  7007] predictions:    9728/  10000 (97.28%), best:    9764/10000 (97.64%), error:       908.18268, best error:       741.28198 on epoch:    71, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 88.3029479980s, input_fired_time: 0.9897231460, output_fired_time: 0.8736569881, propagate_forward_time: 31.0930538177, propagate_backward_time: 53.0587882996, weight_update_time: 0.1529437006, other_time: 2.2877235413
epoch time: 6.7154870033s, input_fired_time: 0.1223532110, output_fired_time: 0.0000000000, propagate_forward_time: 6.2207131386, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3724207878
validation[          , genome  7007] predictions:    9704/  10000 (97.04%), best:    9764/10000 (97.64%), error:       985.40161, best error:       741.28198 on epoch:    71, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 88.4453048706s, input_fired_time: 0.9933435321, output_fired_time: 0.8759692311, propagate_forward_time: 31.1705551147, propagate_backward_time: 53.1129035950, weight_update_time: 0.1505181193, other_time: 2.2925300598
epoch time: 6.7332396507s, input_fired_time: 0.1228616163, output_fired_time: 0.0000000000, propagate_forward_time: 6.2344994545, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3758788109
validation[          , genome  7007] predictions:    9730/  10000 (97.30%), best:    9764/10000 (97.64%), error:       871.32672, best error:       741.28198 on epoch:    71, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 88.4645538330s, input_fired_time: 0.9916649461, output_fired_time: 0.8768523335, propagate_forward_time: 31.1579437256, propagate_backward_time: 53.1525535583, weight_update_time: 0.1503900886, other_time: 2.2855339050
epoch time: 7.2537212372s, input_fired_time: 0.1311580688, output_fired_time: 0.0000000000, propagate_forward_time: 6.7291941643, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3933691978
validation[          , genome  7007] predictions:    9767/  10000 (97.67%), best:    9764/10000 (97.64%), error:       797.93842, best error:       741.28198 on epoch:    71, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 88.7030792236s, input_fired_time: 0.9938536882, output_fired_time: 0.8792689443, propagate_forward_time: 31.3091468811, propagate_backward_time: 53.2394866943, weight_update_time: 0.1505470127, other_time: 2.2813224792
epoch time: 6.8590636253s, input_fired_time: 0.1251827925, output_fired_time: 0.0000000000, propagate_forward_time: 6.3521928787, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3816881180
validation[          , genome  7007] predictions:    9755/  10000 (97.55%), best:    9764/10000 (97.64%), error:       859.43402, best error:       741.28198 on epoch:    71, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 88.4268264771s, input_fired_time: 0.9884035587, output_fired_time: 0.8735502958, propagate_forward_time: 31.1609477997, propagate_backward_time: 53.1296920776, weight_update_time: 0.1482006758, other_time: 2.2742309570
epoch time: 6.7343912125s, input_fired_time: 0.1248091534, output_fired_time: 0.0000000000, propagate_forward_time: 6.2302474976, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3793344498
validation[          , genome  7007] predictions:    9735/  10000 (97.35%), best:    9764/10000 (97.64%), error:       923.98987, best error:       741.28198 on epoch:    71, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 88.8507156372s, input_fired_time: 0.9962809086, output_fired_time: 0.8809607029, propagate_forward_time: 31.3665523529, propagate_backward_time: 53.3142547607, weight_update_time: 0.1496358365, other_time: 2.2926635742
epoch time: 6.7721486092s, input_fired_time: 0.1237770766, output_fired_time: 0.0000000000, propagate_forward_time: 6.2766280174, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3717436790
validation[          , genome  7007] predictions:    9744/  10000 (97.44%), best:    9764/10000 (97.64%), error:       864.20074, best error:       741.28198 on epoch:    71, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 89.2025222778s, input_fired_time: 1.0007950068, output_fired_time: 0.8865377903, propagate_forward_time: 31.5159473419, propagate_backward_time: 53.5016021729, weight_update_time: 0.1505414397, other_time: 2.2976455688
epoch time: 6.8075957298s, input_fired_time: 0.1246649697, output_fired_time: 0.0000000000, propagate_forward_time: 6.3107328415, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3721981049
validation[          , genome  7007] predictions:    9768/  10000 (97.68%), best:    9764/10000 (97.64%), error:       761.59198, best error:       741.28198 on epoch:    71, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 88.9801330566s, input_fired_time: 0.9962134957, output_fired_time: 0.8818532228, propagate_forward_time: 31.4164714813, propagate_backward_time: 53.3881988525, weight_update_time: 0.1505276710, other_time: 2.2973937988
epoch time: 6.7065548897s, input_fired_time: 0.1224394888, output_fired_time: 0.0000000000, propagate_forward_time: 6.2149457932, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3691697121
validation[          , genome  7007] predictions:    9724/  10000 (97.24%), best:    9764/10000 (97.64%), error:       914.09265, best error:       741.28198 on epoch:    71, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 88.6220474243s, input_fired_time: 0.9970038533, output_fired_time: 0.8775358200, propagate_forward_time: 31.2250423431, propagate_backward_time: 53.2199134827, weight_update_time: 0.1502691507, other_time: 2.3025550842
epoch time: 6.7124791145s, input_fired_time: 0.1224919036, output_fired_time: 0.0000000000, propagate_forward_time: 6.2188148499, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3711724281
validation[          , genome  7007] predictions:    9769/  10000 (97.69%), best:    9764/10000 (97.64%), error:       825.33643, best error:       741.28198 on epoch:    71, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 89.2922286987s, input_fired_time: 1.0019705296, output_fired_time: 0.8850693107, propagate_forward_time: 31.5019874573, propagate_backward_time: 53.5953025818, weight_update_time: 0.1508993804, other_time: 2.3078994751
epoch time: 6.7176947594s, input_fired_time: 0.1217714250, output_fired_time: 0.0000000000, propagate_forward_time: 6.2241311073, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3717923164
validation[          , genome  7007] predictions:    9736/  10000 (97.36%), best:    9764/10000 (97.64%), error:       848.68988, best error:       741.28198 on epoch:    71, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 88.3426055908s, input_fired_time: 0.9924646616, output_fired_time: 0.8787176013, propagate_forward_time: 31.1303234100, propagate_backward_time: 53.0635948181, weight_update_time: 0.1492317617, other_time: 2.2775077820
epoch time: 6.7007789612s, input_fired_time: 0.1231803000, output_fired_time: 0.0000000000, propagate_forward_time: 6.2062120438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3713865280
validation[          , genome  7007] predictions:    9750/  10000 (97.50%), best:    9764/10000 (97.64%), error:       842.71167, best error:       741.28198 on epoch:    71, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 88.2604217529s, input_fired_time: 0.9944689870, output_fired_time: 0.8736904263, propagate_forward_time: 31.0888233185, propagate_backward_time: 53.0174064636, weight_update_time: 0.1490914375, other_time: 2.2860374451
epoch time: 7.1206946373s, input_fired_time: 0.1289085895, output_fired_time: 0.0000000000, propagate_forward_time: 6.6020660400, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3897199631
validation[          , genome  7007] predictions:    9751/  10000 (97.51%), best:    9764/10000 (97.64%), error:       842.11182, best error:       741.28198 on epoch:    71, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 88.5144577026s, input_fired_time: 0.9934448004, output_fired_time: 0.8771010637, propagate_forward_time: 31.2079524994, propagate_backward_time: 53.1598129272, weight_update_time: 0.1482131332, other_time: 2.2761459351
epoch time: 6.6895117760s, input_fired_time: 0.1219985187, output_fired_time: 0.0000000000, propagate_forward_time: 6.2001271248, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3673863411
validation[          , genome  7007] predictions:    9759/  10000 (97.59%), best:    9764/10000 (97.64%), error:       853.33685, best error:       741.28198 on epoch:    71, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 88.4348068237s, input_fired_time: 0.9948764443, output_fired_time: 0.8730316162, propagate_forward_time: 31.1515846252, propagate_backward_time: 53.1221885681, weight_update_time: 0.1533201039, other_time: 2.2931289673
epoch time: 6.7392234802s, input_fired_time: 0.1276053488, output_fired_time: 0.0000000000, propagate_forward_time: 6.2344236374, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3771944046
validation[          , genome  7007] predictions:    9788/  10000 (97.88%), best:    9764/10000 (97.64%), error:       742.11151, best error:       741.28198 on epoch:    71, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 88.3792495728s, input_fired_time: 0.9964015484, output_fired_time: 0.8739773631, propagate_forward_time: 31.1652412415, propagate_backward_time: 53.0619163513, weight_update_time: 0.1492016912, other_time: 2.2817153931
epoch time: 6.7486448288s, input_fired_time: 0.1239326298, output_fired_time: 0.0000000000, propagate_forward_time: 6.2491965294, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3755154610
validation[          , genome  7007] predictions:    9752/  10000 (97.52%), best:    9764/10000 (97.64%), error:       834.14252, best error:       741.28198 on epoch:    71, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 88.4797363281s, input_fired_time: 0.9963548183, output_fired_time: 0.8773385286, propagate_forward_time: 31.1946182251, propagate_backward_time: 53.1335182190, weight_update_time: 0.1492497921, other_time: 2.2779045105
epoch time: 6.7045302391s, input_fired_time: 0.1224851832, output_fired_time: 0.0000000000, propagate_forward_time: 6.2124733925, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3695716858
validation[          , genome  7007] predictions:    9748/  10000 (97.48%), best:    9764/10000 (97.64%), error:       817.82605, best error:       741.28198 on epoch:    71, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 89.2535705566s, input_fired_time: 1.0068199635, output_fired_time: 0.8871805072, propagate_forward_time: 31.4927597046, propagate_backward_time: 53.5705604553, weight_update_time: 0.1501972228, other_time: 2.2962455750
epoch time: 6.7245388031s, input_fired_time: 0.1246124730, output_fired_time: 0.0000000000, propagate_forward_time: 6.2209510803, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3789753914
validation[          , genome  7007] predictions:    9783/  10000 (97.83%), best:    9764/10000 (97.64%), error:       815.17371, best error:       741.28198 on epoch:    71, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 88.9024124146s, input_fired_time: 1.0057709217, output_fired_time: 0.8777543902, propagate_forward_time: 31.4016513824, propagate_backward_time: 53.3158988953, weight_update_time: 0.1506866962, other_time: 2.3013420105
epoch time: 6.7075514793s, input_fired_time: 0.1235798895, output_fired_time: 0.0000000000, propagate_forward_time: 6.2136759758, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3702955246
validation[          , genome  7007] predictions:    9760/  10000 (97.60%), best:    9764/10000 (97.64%), error:       825.99762, best error:       741.28198 on epoch:    71, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 89.2585906982s, input_fired_time: 1.0082983971, output_fired_time: 0.8818463683, propagate_forward_time: 31.5119552612, propagate_backward_time: 53.5519447327, weight_update_time: 0.1497588456, other_time: 2.3045463562
epoch time: 6.7268209457s, input_fired_time: 0.1240864396, output_fired_time: 0.0000000000, propagate_forward_time: 6.2288422585, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3738923073
validation[          , genome  7007] predictions:    9774/  10000 (97.74%), best:    9764/10000 (97.64%), error:       758.39575, best error:       741.28198 on epoch:    71, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 89.2811431885s, input_fired_time: 1.0084943771, output_fired_time: 0.8861503005, propagate_forward_time: 31.5210208893, propagate_backward_time: 53.5691337585, weight_update_time: 0.1501099765, other_time: 2.2963523865
epoch time: 6.7209072113s, input_fired_time: 0.1238176599, output_fired_time: 0.0000000000, propagate_forward_time: 6.2244777679, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3726119995
validation[          , genome  7007] predictions:    9749/  10000 (97.49%), best:    9764/10000 (97.64%), error:       856.30902, best error:       741.28198 on epoch:    71, 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: 34.1801795959s, input_fired_time: 0.6072012186, output_fired_time: 0.0000000000, propagate_forward_time: 31.6241798401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9487991333
best training[          , genome  7007] predictions:   49515/  50000 (99.03%), best:    9764/10000 (97.64%), error:      1836.79114, best error:       741.28198 on epoch:    71, 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: 6.8151998520s, input_fired_time: 0.1207371503, output_fired_time: 0.0000000000, propagate_forward_time: 6.2676491737, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4268136024
   testing[          , genome  7007] predictions:    9784/  10000 (97.84%), best:    9764/10000 (97.64%), error:       737.59650, best error:       741.28198 on epoch:    71, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
06:35:13 (1080): called boinc_finish(0)

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