Nameexact_genome_1512568488_43_4543_1
Workunit2593969
Created7 Dec 2017, 10:24:23 UTC
Sent7 Dec 2017, 10:34:09 UTC
Report deadline17 Dec 2017, 4:45:08 UTC
Received8 Dec 2017, 0:00:27 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57373
Run time5 hours 3 min 5 sec
CPU time5 hours 2 min 5 sec
Validate stateValid
Credit2,439.41
Device peak FLOPS3.51 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size155.47 MB
Peak swap size158.87 MB
Peak disk usage2.00 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
000 (96.73%), best:    9671/10000 (96.71%), error:      1102.51746, best error:      1091.97961 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 166.6182556152s, input_fired_time: 1.6495409012, output_fired_time: 1.4712034464, propagate_forward_time: 62.9137840271, propagate_backward_time: 97.2528915405, weight_update_time: 0.1593125761, other_time: 3.3308334351
epoch time: 13.3540353775s, input_fired_time: 0.2073464692, output_fired_time: 0.0000000000, propagate_forward_time: 12.5620355606, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5846529007
validation[          , genome  4543] predictions:    9662/  10000 (96.62%), best:    9671/10000 (96.71%), error:      1134.41589, best error:      1091.97961 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 164.8243408203s, input_fired_time: 1.6508852243, output_fired_time: 1.4723339081, propagate_forward_time: 62.2912216187, propagate_backward_time: 96.1195144653, weight_update_time: 0.1591945291, other_time: 3.2903900146
epoch time: 13.9282398224s, input_fired_time: 0.2154703289, output_fired_time: 0.0000000000, propagate_forward_time: 13.1001214981, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6126480103
validation[          , genome  4543] predictions:    9667/  10000 (96.67%), best:    9671/10000 (96.71%), error:      1113.61060, best error:      1091.97961 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 165.2540283203s, input_fired_time: 1.6392726898, output_fired_time: 1.4609876871, propagate_forward_time: 62.4132118225, propagate_backward_time: 96.4437179565, weight_update_time: 0.1588891894, other_time: 3.2968521118
epoch time: 13.1758222580s, input_fired_time: 0.2064690292, output_fired_time: 0.0000000000, propagate_forward_time: 12.3861217499, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5832319260
validation[          , genome  4543] predictions:    9638/  10000 (96.38%), best:    9671/10000 (96.71%), error:      1189.19568, best error:      1091.97961 on epoch:    13, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 165.3018798828s, input_fired_time: 1.6649717093, output_fired_time: 1.4419670105, propagate_forward_time: 62.4264678955, propagate_backward_time: 96.4531555176, weight_update_time: 0.1619440466, other_time: 3.3153076172
epoch time: 13.9091110229s, input_fired_time: 0.2247873396, output_fired_time: 0.0000000000, propagate_forward_time: 13.0578746796, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6264486313
validation[          , genome  4543] predictions:    9657/  10000 (96.57%), best:    9671/10000 (96.71%), error:      1182.61926, best error:      1091.97961 on epoch:    13, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 165.0391693115s, input_fired_time: 1.6524657011, output_fired_time: 1.4682089090, propagate_forward_time: 62.4393882751, propagate_backward_time: 96.1510162354, weight_update_time: 0.1657464653, other_time: 3.3280792236
epoch time: 13.2148427963s, input_fired_time: 0.2083140463, output_fired_time: 0.0000000000, propagate_forward_time: 12.4181203842, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5884084702
validation[          , genome  4543] predictions:    9625/  10000 (96.25%), best:    9671/10000 (96.71%), error:      1201.95691, best error:      1091.97961 on epoch:    13, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 163.9897766113s, input_fired_time: 1.6382502317, output_fired_time: 1.4358245134, propagate_forward_time: 61.9463043213, propagate_backward_time: 95.6866302490, weight_update_time: 0.1586210877, other_time: 3.2827758789
epoch time: 13.1943893433s, input_fired_time: 0.2160618454, output_fired_time: 0.0000000000, propagate_forward_time: 12.3938045502, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5845232010
validation[          , genome  4543] predictions:    9660/  10000 (96.60%), best:    9660/10000 (96.60%), error:      1075.10181, best error:      1075.10181 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 165.0004730225s, input_fired_time: 1.6418393850, output_fired_time: 1.4485423565, propagate_forward_time: 62.2643699646, propagate_backward_time: 96.3876800537, weight_update_time: 0.1596852541, other_time: 3.2580261230
epoch time: 13.2846612930s, input_fired_time: 0.2011653334, output_fired_time: 0.0000000000, propagate_forward_time: 12.4955291748, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5879669189
validation[          , genome  4543] predictions:    9610/  10000 (96.10%), best:    9660/10000 (96.60%), error:      1174.33789, best error:      1075.10181 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 165.5747985840s, input_fired_time: 1.6837512255, output_fired_time: 1.4552975893, propagate_forward_time: 62.5173988342, propagate_backward_time: 96.5824050903, weight_update_time: 0.1592087746, other_time: 3.3359603882
epoch time: 13.2810735703s, input_fired_time: 0.2128529698, output_fired_time: 0.0000000000, propagate_forward_time: 12.4858684540, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5823516846
validation[          , genome  4543] predictions:    9667/  10000 (96.67%), best:    9660/10000 (96.60%), error:      1117.85779, best error:      1075.10181 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 164.4473114014s, input_fired_time: 1.6469726563, output_fired_time: 1.4391844273, propagate_forward_time: 62.1120185852, propagate_backward_time: 95.9649353027, weight_update_time: 0.1604122818, other_time: 3.2842102051
epoch time: 13.2051639557s, input_fired_time: 0.2155984491, output_fired_time: 0.0000000000, propagate_forward_time: 12.3998737335, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5896921158
validation[          , genome  4543] predictions:    9665/  10000 (96.65%), best:    9660/10000 (96.60%), error:      1132.85083, best error:      1075.10181 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 164.9304351807s, input_fired_time: 1.6453225613, output_fired_time: 1.4591646194, propagate_forward_time: 62.3544044495, propagate_backward_time: 96.2048110962, weight_update_time: 0.1585186720, other_time: 3.2667312622
epoch time: 13.3698854446s, input_fired_time: 0.2071975619, output_fired_time: 0.0000000000, propagate_forward_time: 12.5566978455, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6059904099
validation[          , genome  4543] predictions:    9679/  10000 (96.79%), best:    9679/10000 (96.79%), error:      1069.52795, best error:      1069.52795 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 165.1041564941s, input_fired_time: 1.6481117010, output_fired_time: 1.4748206139, propagate_forward_time: 62.3713645935, propagate_backward_time: 96.2853317261, weight_update_time: 0.1610533744, other_time: 3.3245162964
epoch time: 13.8969831467s, input_fired_time: 0.2108326554, output_fired_time: 0.0000000000, propagate_forward_time: 13.0762691498, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6098814011
validation[          , genome  4543] predictions:    9704/  10000 (97.04%), best:    9704/10000 (97.04%), error:       992.91742, best error:       992.91742 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 164.1619720459s, input_fired_time: 1.6376466751, output_fired_time: 1.4399973154, propagate_forward_time: 62.0507736206, propagate_backward_time: 95.7216110229, weight_update_time: 0.1589188576, other_time: 3.3119354248
epoch time: 13.4344596863s, input_fired_time: 0.2069964707, output_fired_time: 0.0000000000, propagate_forward_time: 12.6446962357, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5827665329
validation[          , genome  4543] predictions:    9684/  10000 (96.84%), best:    9704/10000 (97.04%), error:      1058.57715, best error:       992.91742 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 164.8076782227s, input_fired_time: 1.6544586420, output_fired_time: 1.4332066774, propagate_forward_time: 62.1944770813, propagate_backward_time: 96.2275009155, weight_update_time: 0.1590763927, other_time: 3.2980270386
epoch time: 13.2935400009s, input_fired_time: 0.2189867496, output_fired_time: 0.0000000000, propagate_forward_time: 12.4939756393, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5805778503
validation[          , genome  4543] predictions:    9674/  10000 (96.74%), best:    9704/10000 (97.04%), error:      1063.90576, best error:       992.91742 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 165.1669464111s, input_fired_time: 1.6302624941, output_fired_time: 1.4473226070, propagate_forward_time: 62.4050674438, propagate_backward_time: 96.4197158813, weight_update_time: 0.1586586982, other_time: 3.2645721436
epoch time: 13.5393934250s, input_fired_time: 0.2068903744, output_fired_time: 0.0000000000, propagate_forward_time: 12.7138156891, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6186876297
validation[          , genome  4543] predictions:    9698/  10000 (96.98%), best:    9704/10000 (97.04%), error:      1006.23486, best error:       992.91742 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 165.1660919189s, input_fired_time: 1.6555905342, output_fired_time: 1.4418212175, propagate_forward_time: 62.3351402283, propagate_backward_time: 96.4278411865, weight_update_time: 0.1586389840, other_time: 3.3056945801
epoch time: 13.3473491669s, input_fired_time: 0.2077564448, output_fired_time: 0.0000000000, propagate_forward_time: 12.5633096695, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5762834549
validation[          , genome  4543] predictions:    9665/  10000 (96.65%), best:    9704/10000 (97.04%), error:      1060.51331, best error:       992.91742 on epoch:    25, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 165.5494232178s, input_fired_time: 1.6387265921, output_fired_time: 1.4509751797, propagate_forward_time: 62.4889869690, propagate_backward_time: 96.6708679199, weight_update_time: 0.1588517725, other_time: 3.2998657227
epoch time: 13.2765216827s, input_fired_time: 0.2116918266, output_fired_time: 0.0000000000, propagate_forward_time: 12.4699010849, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5949287415
validation[          , genome  4543] predictions:    9700/  10000 (97.00%), best:    9704/10000 (97.04%), error:      1000.07275, best error:       992.91742 on epoch:    25, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 164.0614929199s, input_fired_time: 1.6584316492, output_fired_time: 1.4479972124, propagate_forward_time: 61.9586753845, propagate_backward_time: 95.6921463013, weight_update_time: 0.1614891440, other_time: 3.3042373657
epoch time: 13.1984901428s, input_fired_time: 0.2027703375, output_fired_time: 0.0000000000, propagate_forward_time: 12.4238977432, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5718221664
validation[          , genome  4543] predictions:    9622/  10000 (96.22%), best:    9704/10000 (97.04%), error:      1227.89587, best error:       992.91742 on epoch:    25, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 165.2536315918s, input_fired_time: 1.6559267044, output_fired_time: 1.4350122213, propagate_forward_time: 62.2949142456, propagate_backward_time: 96.5618667603, weight_update_time: 0.1598259062, other_time: 3.3059082031
epoch time: 13.3797998428s, input_fired_time: 0.2045260072, output_fired_time: 0.0000000000, propagate_forward_time: 12.5865144730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5887594223
validation[          , genome  4543] predictions:    9709/  10000 (97.09%), best:    9709/10000 (97.09%), error:       982.83777, best error:       982.83777 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 164.2239532471s, input_fired_time: 1.6479349136, output_fired_time: 1.4332113266, propagate_forward_time: 61.8892669678, propagate_backward_time: 95.9483184814, weight_update_time: 0.1601495743, other_time: 3.3052215576
epoch time: 13.3215417862s, input_fired_time: 0.2052742392, output_fired_time: 0.0000000000, propagate_forward_time: 12.5393629074, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5769042969
validation[          , genome  4543] predictions:    9702/  10000 (97.02%), best:    9709/10000 (97.09%), error:      1046.65808, best error:       982.83777 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 164.4830932617s, input_fired_time: 1.6547925472, output_fired_time: 1.4446091652, propagate_forward_time: 62.0471267700, propagate_backward_time: 96.0276489258, weight_update_time: 0.1597094983, other_time: 3.3089218140
epoch time: 12.8832292557s, input_fired_time: 0.2061488330, output_fired_time: 0.0000000000, propagate_forward_time: 12.0805768967, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5965032578
validation[          , genome  4543] predictions:    9676/  10000 (96.76%), best:    9709/10000 (97.09%), error:      1021.69458, best error:       982.83777 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 166.0353240967s, input_fired_time: 1.6530889273, output_fired_time: 1.4700821638, propagate_forward_time: 62.3622741699, propagate_backward_time: 97.2255249023, weight_update_time: 0.1651906818, other_time: 3.3243560791
epoch time: 13.2823734283s, input_fired_time: 0.2082222551, output_fired_time: 0.0000000000, propagate_forward_time: 12.4890060425, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5851449966
validation[          , genome  4543] predictions:    9686/  10000 (96.86%), best:    9709/10000 (97.09%), error:      1024.11426, best error:       982.83777 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 164.6916809082s, input_fired_time: 1.6622565985, output_fired_time: 1.4613648653, propagate_forward_time: 62.1495208740, propagate_backward_time: 96.0807495117, weight_update_time: 0.1653715372, other_time: 3.3377838135
epoch time: 13.5415267944s, input_fired_time: 0.2290229350, output_fired_time: 0.0000000000, propagate_forward_time: 12.6984033585, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6141004562
validation[          , genome  4543] predictions:    9653/  10000 (96.53%), best:    9709/10000 (97.09%), error:      1152.20532, best error:       982.83777 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 163.4950561523s, input_fired_time: 1.6563217640, output_fired_time: 1.4299712181, propagate_forward_time: 61.6858634949, propagate_backward_time: 95.4144363403, weight_update_time: 0.1596628278, other_time: 3.3084487915
epoch time: 13.2106218338s, input_fired_time: 0.2078991830, output_fired_time: 0.0000000000, propagate_forward_time: 12.4172859192, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5854368210
validation[          , genome  4543] predictions:    9686/  10000 (96.86%), best:    9709/10000 (97.09%), error:      1077.61804, best error:       982.83777 on epoch:    32, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 164.7671813965s, input_fired_time: 1.6480621099, output_fired_time: 1.4483970404, propagate_forward_time: 62.2067489624, propagate_backward_time: 96.1668548584, weight_update_time: 0.1588211358, other_time: 3.2971267700
epoch time: 13.7485828400s, input_fired_time: 0.2232188284, output_fired_time: 0.0000000000, propagate_forward_time: 12.9167881012, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6085758209
validation[          , genome  4543] predictions:    9687/  10000 (96.87%), best:    9709/10000 (97.09%), error:      1029.55322, best error:       982.83777 on epoch:    32, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 165.8114166260s, input_fired_time: 1.6739183664, output_fired_time: 1.4535892010, propagate_forward_time: 62.5486793518, propagate_backward_time: 96.7787094116, weight_update_time: 0.1591591537, other_time: 3.3565292358
epoch time: 13.0037145615s, input_fired_time: 0.2112026662, output_fired_time: 0.0000000000, propagate_forward_time: 12.2063999176, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5861120224
validation[          , genome  4543] predictions:    9700/  10000 (97.00%), best:    9709/10000 (97.09%), error:       991.50690, best error:       982.83777 on epoch:    32, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 165.9748992920s, input_fired_time: 1.6431894302, output_fired_time: 1.4683798552, propagate_forward_time: 62.6234283447, propagate_backward_time: 96.9460983276, weight_update_time: 0.1586637050, other_time: 3.2938003540
epoch time: 13.2248535156s, input_fired_time: 0.2094032764, output_fired_time: 0.0000000000, propagate_forward_time: 12.4351949692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5802555084
validation[          , genome  4543] predictions:    9648/  10000 (96.48%), best:    9709/10000 (97.09%), error:      1141.08728, best error:       982.83777 on epoch:    32, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 165.1339569092s, input_fired_time: 1.6424511671, output_fired_time: 1.4550035000, propagate_forward_time: 62.3868026733, propagate_backward_time: 96.3874816895, weight_update_time: 0.1598092318, other_time: 3.2622146606
epoch time: 13.1513261795s, input_fired_time: 0.2080572844, output_fired_time: 0.0000000000, propagate_forward_time: 12.3619270325, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5813417435
validation[          , genome  4543] predictions:    9698/  10000 (96.98%), best:    9709/10000 (97.09%), error:       992.64117, best error:       982.83777 on epoch:    32, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 164.4961547852s, input_fired_time: 1.6655868292, output_fired_time: 1.4489867687, propagate_forward_time: 61.9788360596, propagate_backward_time: 96.0686492920, weight_update_time: 0.1599711329, other_time: 3.3340911865
epoch time: 13.4877271652s, input_fired_time: 0.2200988531, output_fired_time: 0.0000000000, propagate_forward_time: 12.6628608704, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6047677994
validation[          , genome  4543] predictions:    9687/  10000 (96.87%), best:    9709/10000 (97.09%), error:      1086.71765, best error:       982.83777 on epoch:    32, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 165.3840789795s, input_fired_time: 1.6450361013, output_fired_time: 1.4665646553, propagate_forward_time: 62.4014930725, propagate_backward_time: 96.5878982544, weight_update_time: 0.1602524966, other_time: 3.2830886841
epoch time: 13.0655078888s, input_fired_time: 0.2073492557, output_fired_time: 0.0000000000, propagate_forward_time: 12.2824478149, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5757112503
validation[          , genome  4543] predictions:    9687/  10000 (96.87%), best:    9709/10000 (97.09%), error:      1011.37122, best error:       982.83777 on epoch:    32, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 165.9807434082s, input_fired_time: 1.6770509481, output_fired_time: 1.4918124676, propagate_forward_time: 62.7377395630, propagate_backward_time: 96.7373199463, weight_update_time: 0.1610379368, other_time: 3.3368301392
epoch time: 13.2303562164s, input_fired_time: 0.2086389661, output_fired_time: 0.0000000000, propagate_forward_time: 12.4444580078, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5772590637
validation[          , genome  4543] predictions:    9715/  10000 (97.15%), best:    9709/10000 (97.09%), error:       988.21411, best error:       982.83777 on epoch:    32, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 166.2943725586s, input_fired_time: 1.6620560884, output_fired_time: 1.4677909613, propagate_forward_time: 62.7383766174, propagate_backward_time: 97.1319732666, weight_update_time: 0.1588027626, other_time: 3.2941741943
epoch time: 13.5707998276s, input_fired_time: 0.2201948613, output_fired_time: 0.0000000000, propagate_forward_time: 12.7650165558, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5855884552
validation[          , genome  4543] predictions:    9710/  10000 (97.10%), best:    9710/10000 (97.10%), error:       956.95770, best error:       956.95770 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 165.5806884766s, input_fired_time: 1.6432355642, output_fired_time: 1.4619808197, propagate_forward_time: 62.5230331421, propagate_backward_time: 96.7067260742, weight_update_time: 0.1566810012, other_time: 3.2457199097
epoch time: 13.4977884293s, input_fired_time: 0.2075325400, output_fired_time: 0.0000000000, propagate_forward_time: 12.6925745010, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5976810455
validation[          , genome  4543] predictions:    9647/  10000 (96.47%), best:    9710/10000 (97.10%), error:      1132.26721, best error:       956.95770 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 165.1580810547s, input_fired_time: 1.6705121994, output_fired_time: 1.4542665482, propagate_forward_time: 62.3266372681, propagate_backward_time: 96.3957977295, weight_update_time: 0.1668601036, other_time: 3.3108596802
epoch time: 13.2306070328s, input_fired_time: 0.2093216628, output_fired_time: 0.0000000000, propagate_forward_time: 12.4338178635, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5874671936
validation[          , genome  4543] predictions:    9697/  10000 (96.97%), best:    9710/10000 (97.10%), error:       977.26471, best error:       956.95770 on epoch:    45, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 165.1952819824s, input_fired_time: 1.6516332626, output_fired_time: 1.4789719582, propagate_forward_time: 62.3276710510, propagate_backward_time: 96.4757995605, weight_update_time: 0.1589645296, other_time: 3.2612152100
epoch time: 13.3392295837s, input_fired_time: 0.2120744437, output_fired_time: 0.0000000000, propagate_forward_time: 12.5442695618, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5828857422
validation[          , genome  4543] predictions:    9714/  10000 (97.14%), best:    9714/10000 (97.14%), error:       919.79346, best error:       919.79346 on epoch:    48, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 165.5416717529s, input_fired_time: 1.6709785461, output_fired_time: 1.4797372818, propagate_forward_time: 62.4907455444, propagate_backward_time: 96.5426712036, weight_update_time: 0.1604499519, other_time: 3.3575439453
epoch time: 13.4182519913s, input_fired_time: 0.2110063583, output_fired_time: 0.0000000000, propagate_forward_time: 12.6290969849, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5781488419
validation[          , genome  4543] predictions:    9678/  10000 (96.78%), best:    9714/10000 (97.14%), error:      1063.18970, best error:       919.79346 on epoch:    48, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 165.2285766602s, input_fired_time: 1.6657184362, output_fired_time: 1.4679684639, propagate_forward_time: 62.4084815979, propagate_backward_time: 96.3824310303, weight_update_time: 0.1589661092, other_time: 3.3039703369
epoch time: 13.1756019592s, input_fired_time: 0.2100734413, output_fired_time: 0.0000000000, propagate_forward_time: 12.3771409988, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5883874893
validation[          , genome  4543] predictions:    9672/  10000 (96.72%), best:    9714/10000 (97.14%), error:      1058.58972, best error:       919.79346 on epoch:    48, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 164.0034027100s, input_fired_time: 1.6661418676, output_fired_time: 1.4509530067, propagate_forward_time: 61.8903160095, propagate_backward_time: 95.6961975098, weight_update_time: 0.1605234295, other_time: 3.2997894287
epoch time: 12.9699859619s, input_fired_time: 0.2090667188, output_fired_time: 0.0000000000, propagate_forward_time: 12.1810646057, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5798549652
validation[          , genome  4543] predictions:    9711/  10000 (97.11%), best:    9714/10000 (97.14%), error:       923.92474, best error:       919.79346 on epoch:    48, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 165.3489379883s, input_fired_time: 1.6754734516, output_fired_time: 1.4556174278, propagate_forward_time: 62.3932189941, propagate_backward_time: 96.4943084717, weight_update_time: 0.1609793603, other_time: 3.3303222656
epoch time: 13.1870489120s, input_fired_time: 0.2094202638, output_fired_time: 0.0000000000, propagate_forward_time: 12.3926706314, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5849580765
validation[          , genome  4543] predictions:    9716/  10000 (97.16%), best:    9714/10000 (97.14%), error:       963.07764, best error:       919.79346 on epoch:    48, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 165.1080017090s, input_fired_time: 1.6723862886, output_fired_time: 1.4633966684, propagate_forward_time: 62.4089126587, propagate_backward_time: 96.2677078247, weight_update_time: 0.1593071520, other_time: 3.2955932617
epoch time: 13.2576208115s, input_fired_time: 0.2059792578, output_fired_time: 0.0000000000, propagate_forward_time: 12.4708318710, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5808095932
validation[          , genome  4543] predictions:    9688/  10000 (96.88%), best:    9714/10000 (97.14%), error:      1058.78210, best error:       919.79346 on epoch:    48, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 164.6566009521s, input_fired_time: 1.6751493216, output_fired_time: 1.4448415041, propagate_forward_time: 62.0871658325, propagate_backward_time: 96.1070938110, weight_update_time: 0.1602732837, other_time: 3.3423461914
epoch time: 13.3728923798s, input_fired_time: 0.2063129693, output_fired_time: 0.0000000000, propagate_forward_time: 12.5862636566, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5803155899
validation[          , genome  4543] predictions:    9702/  10000 (97.02%), best:    9714/10000 (97.14%), error:       959.41534, best error:       919.79346 on epoch:    48, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 166.3191070557s, input_fired_time: 1.6794589758, output_fired_time: 1.4636412859, propagate_forward_time: 62.8699874878, propagate_backward_time: 97.0159454346, weight_update_time: 0.1633634120, other_time: 3.2900772095
epoch time: 13.7271432877s, input_fired_time: 0.2098647356, output_fired_time: 0.0000000000, propagate_forward_time: 12.9073514938, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6099271774
validation[          , genome  4543] predictions:    9685/  10000 (96.85%), best:    9714/10000 (97.14%), error:       998.45331, best error:       919.79346 on epoch:    48, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 165.2364654541s, input_fired_time: 1.6848385334, output_fired_time: 1.4606429338, propagate_forward_time: 62.3599815369, propagate_backward_time: 96.4240036011, weight_update_time: 0.1598582417, other_time: 3.3069839478
epoch time: 13.1145820618s, input_fired_time: 0.2089855373, output_fired_time: 0.0000000000, propagate_forward_time: 12.3197956085, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5858011246
validation[          , genome  4543] predictions:    9680/  10000 (96.80%), best:    9714/10000 (97.14%), error:      1019.60028, best error:       919.79346 on epoch:    48, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 165.8705444336s, input_fired_time: 1.6938784122, output_fired_time: 1.4625203609, propagate_forward_time: 62.4174537659, propagate_backward_time: 96.9425964355, weight_update_time: 0.1597304642, other_time: 3.3540954590
epoch time: 13.2277526855s, input_fired_time: 0.2162427753, output_fired_time: 0.0000000000, propagate_forward_time: 12.4378080368, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5737018585
validation[          , genome  4543] predictions:    9732/  10000 (97.32%), best:    9714/10000 (97.14%), error:       923.98907, best error:       919.79346 on epoch:    48, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 165.0162506104s, input_fired_time: 1.6600453854, output_fired_time: 1.4456863403, propagate_forward_time: 62.2818489075, propagate_backward_time: 96.3221054077, weight_update_time: 0.1590743363, other_time: 3.3065719604
epoch time: 13.2589559555s, input_fired_time: 0.2154405564, output_fired_time: 0.0000000000, propagate_forward_time: 12.4600515366, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5834636688
validation[          , genome  4543] predictions:    9706/  10000 (97.06%), best:    9714/10000 (97.14%), error:       985.30957, best error:       919.79346 on epoch:    48, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 166.7010498047s, input_fired_time: 1.6749924421, output_fired_time: 1.4636505842, propagate_forward_time: 62.9278602600, propagate_backward_time: 97.3264007568, weight_update_time: 0.1584026664, other_time: 3.3081512451
epoch time: 13.2264738083s, input_fired_time: 0.2078623921, output_fired_time: 0.0000000000, propagate_forward_time: 12.4383316040, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5802793503
validation[          , genome  4543] predictions:    9698/  10000 (96.98%), best:    9714/10000 (97.14%), error:       958.23535, best error:       919.79346 on epoch:    48, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 164.9934082031s, input_fired_time: 1.6858789921, output_fired_time: 1.4478464127, propagate_forward_time: 62.2532539368, propagate_backward_time: 96.3282165527, weight_update_time: 0.1587583870, other_time: 3.2782135010
epoch time: 13.3992118835s, input_fired_time: 0.2124404609, output_fired_time: 0.0000000000, propagate_forward_time: 12.5948200226, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5919513702
validation[          , genome  4543] predictions:    9716/  10000 (97.16%), best:    9714/10000 (97.14%), error:       952.18713, best error:       919.79346 on epoch:    48, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 164.0976257324s, input_fired_time: 1.6729278564, output_fired_time: 1.4441595078, propagate_forward_time: 61.8883209229, propagate_backward_time: 95.7875213623, weight_update_time: 0.1597485840, other_time: 3.3047027588
epoch time: 13.2103004456s, input_fired_time: 0.2100635618, output_fired_time: 0.0000000000, propagate_forward_time: 12.4195451736, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5806913376
validation[          , genome  4543] predictions:    9702/  10000 (97.02%), best:    9714/10000 (97.14%), error:       979.01849, best error:       919.79346 on epoch:    48, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 164.5034637451s, input_fired_time: 1.6901137829, output_fired_time: 1.4518289566, propagate_forward_time: 62.1616325378, propagate_backward_time: 95.8661193848, weight_update_time: 0.1621524543, other_time: 3.3337707520
epoch time: 13.3212461472s, input_fired_time: 0.2074414343, output_fired_time: 0.0000000000, propagate_forward_time: 12.5332641602, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5805406570
validation[          , genome  4543] predictions:    9705/  10000 (97.05%), best:    9714/10000 (97.14%), error:       942.52155, best error:       919.79346 on epoch:    48, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 164.8669891357s, input_fired_time: 1.6579823494, output_fired_time: 1.4562754631, propagate_forward_time: 62.2402381897, propagate_backward_time: 96.2539978027, weight_update_time: 0.1632113010, other_time: 3.2584991455
epoch time: 13.2834310532s, input_fired_time: 0.2101873457, output_fired_time: 0.0000000000, propagate_forward_time: 12.4981832504, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5750608444
validation[          , genome  4543] predictions:    9707/  10000 (97.07%), best:    9714/10000 (97.14%), error:       988.52112, best error:       919.79346 on epoch:    48, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 164.6613159180s, input_fired_time: 1.6575584412, output_fired_time: 1.4487824440, propagate_forward_time: 62.1284980774, propagate_backward_time: 96.1629867554, weight_update_time: 0.1579447985, other_time: 3.2634963989
epoch time: 13.3617706299s, input_fired_time: 0.2126466781, output_fired_time: 0.0000000000, propagate_forward_time: 12.5427579880, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6063661575
validation[          , genome  4543] predictions:    9679/  10000 (96.79%), best:    9714/10000 (97.14%), error:      1027.36511, best error:       919.79346 on epoch:    48, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 165.1008453369s, input_fired_time: 1.6862227917, output_fired_time: 1.4508340359, propagate_forward_time: 62.3707427979, propagate_backward_time: 96.2994918823, weight_update_time: 0.1644857675, other_time: 3.2935562134
epoch time: 13.7611188889s, input_fired_time: 0.2252563834, output_fired_time: 0.0000000000, propagate_forward_time: 12.9198818207, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6159811020
validation[          , genome  4543] predictions:    9667/  10000 (96.67%), best:    9714/10000 (97.14%), error:      1069.03906, best error:       919.79346 on epoch:    48, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 165.3990631104s, input_fired_time: 1.6798331738, output_fired_time: 1.4674595594, propagate_forward_time: 62.4011039734, propagate_backward_time: 96.5125808716, weight_update_time: 0.1690844595, other_time: 3.3380813599
epoch time: 13.2785663605s, input_fired_time: 0.2181156427, output_fired_time: 0.0000000000, propagate_forward_time: 12.4690637589, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5913867950
validation[          , genome  4543] predictions:    9729/  10000 (97.29%), best:    9729/10000 (97.29%), error:       897.17151, best error:       897.17151 on epoch:    66, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 165.0789184570s, input_fired_time: 1.6779509783, output_fired_time: 1.4694733620, propagate_forward_time: 62.3253479004, propagate_backward_time: 96.3041152954, weight_update_time: 0.1596944034, other_time: 3.3020401001
epoch time: 13.3113908768s, input_fired_time: 0.2122271508, output_fired_time: 0.0000000000, propagate_forward_time: 12.5184288025, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5807352066
validation[          , genome  4543] predictions:    9666/  10000 (96.66%), best:    9729/10000 (97.29%), error:      1066.70264, best error:       897.17151 on epoch:    66, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 164.8367004395s, input_fired_time: 1.6802653074, output_fired_time: 1.4449802637, propagate_forward_time: 62.2929992676, propagate_backward_time: 96.0959243774, weight_update_time: 0.1602241695, other_time: 3.3225326538
epoch time: 13.3761730194s, input_fired_time: 0.2139776349, output_fired_time: 0.0000000000, propagate_forward_time: 12.5773715973, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5848236084
validation[          , genome  4543] predictions:    9711/  10000 (97.11%), best:    9729/10000 (97.29%), error:       942.50470, best error:       897.17151 on epoch:    66, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 165.0628051758s, input_fired_time: 1.6860642433, output_fired_time: 1.4670956135, propagate_forward_time: 62.3067893982, propagate_backward_time: 96.2594070435, weight_update_time: 0.1598016769, other_time: 3.3434371948
epoch time: 13.2085132599s, input_fired_time: 0.2130901068, output_fired_time: 0.0000000000, propagate_forward_time: 12.4122247696, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5831985474
validation[          , genome  4543] predictions:    9695/  10000 (96.95%), best:    9729/10000 (97.29%), error:       971.45917, best error:       897.17151 on epoch:    66, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 165.2506256104s, input_fired_time: 1.6878871918, output_fired_time: 1.4501444101, propagate_forward_time: 62.4413414001, propagate_backward_time: 96.3938827515, weight_update_time: 0.1594792157, other_time: 3.2773666382
epoch time: 13.2504796982s, input_fired_time: 0.2181001306, output_fired_time: 0.0000000000, propagate_forward_time: 12.4420347214, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5903444290
validation[          , genome  4543] predictions:    9712/  10000 (97.12%), best:    9729/10000 (97.29%), error:       969.96228, best error:       897.17151 on epoch:    66, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 165.6203765869s, input_fired_time: 1.6756408215, output_fired_time: 1.4739543200, propagate_forward_time: 62.3793487549, propagate_backward_time: 96.7882919312, weight_update_time: 0.1713471860, other_time: 3.3031387329
epoch time: 13.1791477203s, input_fired_time: 0.2154119909, output_fired_time: 0.0000000000, propagate_forward_time: 12.3758420944, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5878934860
validation[          , genome  4543] predictions:    9709/  10000 (97.09%), best:    9729/10000 (97.29%), error:       970.85968, best error:       897.17151 on epoch:    66, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 167.4603424072s, input_fired_time: 1.6794861555, output_fired_time: 1.4681879282, propagate_forward_time: 63.3730888367, propagate_backward_time: 97.6282730103, weight_update_time: 0.1578068733, other_time: 3.3113021851
epoch time: 13.2387342453s, input_fired_time: 0.2091346383, output_fired_time: 0.0000000000, propagate_forward_time: 12.4600791931, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5695199966
validation[          , genome  4543] predictions:    9687/  10000 (96.87%), best:    9729/10000 (97.29%), error:      1005.03448, best error:       897.17151 on epoch:    66, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 165.3951110840s, input_fired_time: 1.6736631393, output_fired_time: 1.4614123106, propagate_forward_time: 62.4114913940, propagate_backward_time: 96.5621261597, weight_update_time: 0.1600469202, other_time: 3.2864227295
epoch time: 13.2014513016s, input_fired_time: 0.2114259154, output_fired_time: 0.0000000000, propagate_forward_time: 12.4064598083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5835657120
validation[          , genome  4543] predictions:    9726/  10000 (97.26%), best:    9729/10000 (97.29%), error:       933.72876, best error:       897.17151 on epoch:    66, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 164.6207275391s, input_fired_time: 1.6789717674, output_fired_time: 1.4511411190, propagate_forward_time: 62.1319770813, propagate_backward_time: 96.0290985107, weight_update_time: 0.1600116342, other_time: 3.3295440674
epoch time: 13.1016159058s, input_fired_time: 0.2093962580, output_fired_time: 0.0000000000, propagate_forward_time: 12.3087959290, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5834236145
validation[          , genome  4543] predictions:    9732/  10000 (97.32%), best:    9729/10000 (97.29%), error:       920.36755, best error:       897.17151 on epoch:    66, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 165.9767456055s, input_fired_time: 1.6815334558, output_fired_time: 1.4575386047, propagate_forward_time: 62.7076606750, propagate_backward_time: 96.7921676636, weight_update_time: 0.1588941664, other_time: 3.3378524780
epoch time: 13.2470569611s, input_fired_time: 0.2125258595, output_fired_time: 0.0000000000, propagate_forward_time: 12.4563903809, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5781402588
validation[          , genome  4543] predictions:    9700/  10000 (97.00%), best:    9729/10000 (97.29%), error:       995.45685, best error:       897.17151 on epoch:    66, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 165.3354187012s, input_fired_time: 1.6699405909, output_fired_time: 1.4499007463, propagate_forward_time: 62.4423446655, propagate_backward_time: 96.4670486450, weight_update_time: 0.1590274423, other_time: 3.3061828613
epoch time: 13.3240604401s, input_fired_time: 0.2101237774, output_fired_time: 0.0000000000, propagate_forward_time: 12.5293970108, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5845394135
validation[          , genome  4543] predictions:    9643/  10000 (96.43%), best:    9729/10000 (97.29%), error:      1148.67493, best error:       897.17151 on epoch:    66, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 164.5672454834s, input_fired_time: 1.6780186892, output_fired_time: 1.4388389587, propagate_forward_time: 61.9537162781, propagate_backward_time: 96.1889953613, weight_update_time: 0.1596004516, other_time: 3.3076629639
epoch time: 13.3379545212s, input_fired_time: 0.2091019750, output_fired_time: 0.0000000000, propagate_forward_time: 12.5514364243, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5774164200
validation[          , genome  4543] predictions:    9730/  10000 (97.30%), best:    9730/10000 (97.30%), error:       883.62170, best error:       883.62170 on epoch:    77, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 164.7696990967s, input_fired_time: 1.6832154989, output_fired_time: 1.4499865770, propagate_forward_time: 62.2535667419, propagate_backward_time: 96.0670471191, weight_update_time: 0.1647402495, other_time: 3.3158874512
epoch time: 13.2697505951s, input_fired_time: 0.2082587034, output_fired_time: 0.0000000000, propagate_forward_time: 12.4829149246, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5785770416
validation[          , genome  4543] predictions:    9688/  10000 (96.88%), best:    9730/10000 (97.30%), error:       988.89081, best error:       883.62170 on epoch:    77, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 166.3982086182s, input_fired_time: 1.7217539549, output_fired_time: 1.4630442858, propagate_forward_time: 62.7945098877, propagate_backward_time: 97.0836486816, weight_update_time: 0.1591062546, other_time: 3.3352508545
epoch time: 13.2082929611s, input_fired_time: 0.2139187455, output_fired_time: 0.0000000000, propagate_forward_time: 12.4063510895, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5880231857
validation[          , genome  4543] predictions:    9667/  10000 (96.67%), best:    9730/10000 (97.30%), error:      1076.09448, best error:       883.62170 on epoch:    77, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 165.9738769531s, input_fired_time: 1.6665614843, output_fired_time: 1.4812406301, propagate_forward_time: 62.7038574219, propagate_backward_time: 96.8706054688, weight_update_time: 0.1591645777, other_time: 3.2516021729
epoch time: 13.2972984314s, input_fired_time: 0.2139647603, output_fired_time: 0.0000000000, propagate_forward_time: 12.5038728714, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5794610977
validation[          , genome  4543] predictions:    9699/  10000 (96.99%), best:    9730/10000 (97.30%), error:      1007.66010, best error:       883.62170 on epoch:    77, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 165.0280303955s, input_fired_time: 1.6851030588, output_fired_time: 1.4532982111, propagate_forward_time: 62.5203628540, propagate_backward_time: 96.0562667847, weight_update_time: 0.1602015495, other_time: 3.3130035400
epoch time: 13.2625913620s, input_fired_time: 0.2136113346, output_fired_time: 0.0000000000, propagate_forward_time: 12.4669094086, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5820703506
validation[          , genome  4543] predictions:    9729/  10000 (97.29%), best:    9729/10000 (97.29%), error:       859.32544, best error:       859.32544 on epoch:    81, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 166.0136718750s, input_fired_time: 1.7082018852, output_fired_time: 1.4699997902, propagate_forward_time: 62.6887741089, propagate_backward_time: 96.8392486572, weight_update_time: 0.1626817286, other_time: 3.3074417114
epoch time: 13.5336637497s, input_fired_time: 0.2197644711, output_fired_time: 0.0000000000, propagate_forward_time: 12.7205972672, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5933017731
validation[          , genome  4543] predictions:    9695/  10000 (96.95%), best:    9729/10000 (97.29%), error:      1050.70398, best error:       859.32544 on epoch:    81, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 164.6544189453s, input_fired_time: 1.6784549952, output_fired_time: 1.4519683123, propagate_forward_time: 62.1035766602, propagate_backward_time: 96.1337280273, weight_update_time: 0.1594397724, other_time: 3.2866973877
epoch time: 13.2519626617s, input_fired_time: 0.2137864530, output_fired_time: 0.0000000000, propagate_forward_time: 12.4584693909, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5797071457
validation[          , genome  4543] predictions:    9699/  10000 (96.99%), best:    9729/10000 (97.29%), error:      1057.61609, best error:       859.32544 on epoch:    81, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 165.4601287842s, input_fired_time: 1.6841340065, output_fired_time: 1.4672082663, propagate_forward_time: 62.4300422668, propagate_backward_time: 96.5648956299, weight_update_time: 0.1606952548, other_time: 3.3138580322
epoch time: 13.2384014130s, input_fired_time: 0.2091992646, output_fired_time: 0.0000000000, propagate_forward_time: 12.4534654617, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5757369995
validation[          , genome  4543] predictions:    9726/  10000 (97.26%), best:    9729/10000 (97.29%), error:       898.83502, best error:       859.32544 on epoch:    81, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 165.7137603760s, input_fired_time: 1.6738235950, output_fired_time: 1.4559082985, propagate_forward_time: 62.4985389709, propagate_backward_time: 96.7563858032, weight_update_time: 0.1610298753, other_time: 3.3291091919
epoch time: 13.3086528778s, input_fired_time: 0.2173134834, output_fired_time: 0.0000000000, propagate_forward_time: 12.5062379837, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5851011276
validation[          , genome  4543] predictions:    9689/  10000 (96.89%), best:    9729/10000 (97.29%), error:       996.72388, best error:       859.32544 on epoch:    81, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 165.2743530273s, input_fired_time: 1.7117298841, output_fired_time: 1.4603574276, propagate_forward_time: 62.3321456909, propagate_backward_time: 96.4251937866, weight_update_time: 0.1601741463, other_time: 3.3449249268
epoch time: 13.1822509766s, input_fired_time: 0.2099401653, output_fired_time: 0.0000000000, propagate_forward_time: 12.4050006866, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5673103333
validation[          , genome  4543] predictions:    9719/  10000 (97.19%), best:    9729/10000 (97.29%), error:       872.61951, best error:       859.32544 on epoch:    81, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 166.1332244873s, input_fired_time: 1.6816500425, output_fired_time: 1.4716477394, propagate_forward_time: 62.8559799194, propagate_backward_time: 96.8395233154, weight_update_time: 0.1601228863, other_time: 3.2844161987
epoch time: 13.3173141479s, input_fired_time: 0.2147513777, output_fired_time: 0.0000000000, propagate_forward_time: 12.5087289810, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5938339233
validation[          , genome  4543] predictions:    9666/  10000 (96.66%), best:    9729/10000 (97.29%), error:      1188.05066, best error:       859.32544 on epoch:    81, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 165.2891235352s, input_fired_time: 1.6780616045, output_fired_time: 1.4620263577, propagate_forward_time: 62.4623947144, propagate_backward_time: 96.3840179443, weight_update_time: 0.1599649489, other_time: 3.3026351929
epoch time: 13.1884078979s, input_fired_time: 0.2095453590, output_fired_time: 0.0000000000, propagate_forward_time: 12.4035730362, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5752897263
validation[          , genome  4543] predictions:    9701/  10000 (97.01%), best:    9729/10000 (97.29%), error:       930.83112, best error:       859.32544 on epoch:    81, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 165.3695220947s, input_fired_time: 1.6927938461, output_fired_time: 1.4502915144, propagate_forward_time: 62.4280357361, propagate_backward_time: 96.4277801514, weight_update_time: 0.1608249843, other_time: 3.3706207275
epoch time: 13.1687355042s, input_fired_time: 0.2149980366, output_fired_time: 0.0000000000, propagate_forward_time: 12.3686771393, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5850601196
validation[          , genome  4543] predictions:    9740/  10000 (97.40%), best:    9729/10000 (97.29%), error:       894.21234, best error:       859.32544 on epoch:    81, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 165.1769866943s, input_fired_time: 1.6832027435, output_fired_time: 1.4487260580, propagate_forward_time: 62.3037796021, propagate_backward_time: 96.4284133911, weight_update_time: 0.1637949497, other_time: 3.3128662109
epoch time: 13.4570951462s, input_fired_time: 0.2115520835, output_fired_time: 0.0000000000, propagate_forward_time: 12.6468095779, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5987339020
validation[          , genome  4543] predictions:    9685/  10000 (96.85%), best:    9729/10000 (97.29%), error:       991.10797, best error:       859.32544 on epoch:    81, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 165.2399291992s, input_fired_time: 1.6902818680, output_fired_time: 1.4514949322, propagate_forward_time: 62.4003753662, propagate_backward_time: 96.4063110352, weight_update_time: 0.1592030674, other_time: 3.2914733887
epoch time: 13.2668399811s, input_fired_time: 0.2125855386, output_fired_time: 0.0000000000, propagate_forward_time: 12.4505510330, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6037034988
validation[          , genome  4543] predictions:    9734/  10000 (97.34%), best:    9734/10000 (97.34%), error:       844.23285, best error:       844.23285 on epoch:    91, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 164.8723754883s, input_fired_time: 1.7032817602, output_fired_time: 1.4567171335, propagate_forward_time: 62.1520957947, propagate_backward_time: 96.2422561646, weight_update_time: 0.1616851240, other_time: 3.3180313110
epoch time: 13.5416402817s, input_fired_time: 0.2260788679, output_fired_time: 0.0000000000, propagate_forward_time: 12.7097883224, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6057729721
validation[          , genome  4543] predictions:    9693/  10000 (96.93%), best:    9734/10000 (97.34%), error:      1018.92010, best error:       844.23285 on epoch:    91, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 164.8035736084s, input_fired_time: 1.6795260906, output_fired_time: 1.4444454908, propagate_forward_time: 62.1637039185, propagate_backward_time: 96.2064971924, weight_update_time: 0.1590504646, other_time: 3.3094100952
epoch time: 13.2576923370s, input_fired_time: 0.2232430577, output_fired_time: 0.0000000000, propagate_forward_time: 12.4421434402, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5923061371
validation[          , genome  4543] predictions:    9630/  10000 (96.30%), best:    9734/10000 (97.34%), error:      1179.92957, best error:       844.23285 on epoch:    91, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 164.5047912598s, input_fired_time: 1.6943482161, output_fired_time: 1.4560760260, propagate_forward_time: 62.0064926147, propagate_backward_time: 96.0245437622, weight_update_time: 0.1623465121, other_time: 3.3233337402
epoch time: 13.4027118683s, input_fired_time: 0.2248636484, output_fired_time: 0.0000000000, propagate_forward_time: 12.5923318863, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5855159760
validation[          , genome  4543] predictions:    9692/  10000 (96.92%), best:    9734/10000 (97.34%), error:       987.08929, best error:       844.23285 on epoch:    91, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 165.3714447021s, input_fired_time: 1.6802203655, output_fired_time: 1.4499211311, propagate_forward_time: 62.5416641235, propagate_backward_time: 96.3982543945, weight_update_time: 0.1592820734, other_time: 3.3013839722
epoch time: 13.5750694275s, input_fired_time: 0.2151476741, output_fired_time: 0.0000000000, propagate_forward_time: 12.7635612488, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5963602066
validation[          , genome  4543] predictions:    9734/  10000 (97.34%), best:    9734/10000 (97.34%), error:       874.01172, best error:       844.23285 on epoch:    91, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 166.6316223145s, input_fired_time: 1.6937040091, output_fired_time: 1.4678950310, propagate_forward_time: 62.8025741577, propagate_backward_time: 97.3193664551, weight_update_time: 0.1597629488, other_time: 3.3480758667
epoch time: 13.2765007019s, input_fired_time: 0.2133158147, output_fired_time: 0.0000000000, propagate_forward_time: 12.4818782806, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5813064575
validation[          , genome  4543] predictions:    9716/  10000 (97.16%), best:    9734/10000 (97.34%), error:       921.13226, best error:       844.23285 on epoch:    91, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 164.7236022949s, input_fired_time: 1.7119655609, output_fired_time: 1.4500452280, propagate_forward_time: 62.2081985474, propagate_backward_time: 96.0152587891, weight_update_time: 0.1611760706, other_time: 3.3381423950
epoch time: 13.2876625061s, input_fired_time: 0.2144718766, output_fired_time: 0.0000000000, propagate_forward_time: 12.4853124619, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5878782272
validation[          , genome  4543] predictions:    9719/  10000 (97.19%), best:    9734/10000 (97.34%), error:       878.22821, best error:       844.23285 on epoch:    91, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 164.4583740234s, input_fired_time: 1.7000075579, output_fired_time: 1.4469248056, propagate_forward_time: 62.1368751526, propagate_backward_time: 95.8610305786, weight_update_time: 0.1607400030, other_time: 3.3135299683
epoch time: 13.3214578629s, input_fired_time: 0.2165225595, output_fired_time: 0.0000000000, propagate_forward_time: 12.5130224228, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5919132233
validation[          , genome  4543] predictions:    9727/  10000 (97.27%), best:    9734/10000 (97.34%), error:       883.90729, best error:       844.23285 on epoch:    91, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 166.9568786621s, input_fired_time: 1.7011451721, output_fired_time: 1.4619190693, propagate_forward_time: 63.0308456421, propagate_backward_time: 97.4299163818, weight_update_time: 0.1645141095, other_time: 3.3330612183
epoch time: 13.2281942368s, input_fired_time: 0.2167617530, output_fired_time: 0.0000000000, propagate_forward_time: 12.4263668060, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5850658417
validation[          , genome  4543] predictions:    9713/  10000 (97.13%), best:    9734/10000 (97.34%), error:       940.83588, best error:       844.23285 on epoch:    91, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 165.2056732178s, input_fired_time: 1.6916178465, output_fired_time: 1.4570631981, propagate_forward_time: 62.4841880798, propagate_backward_time: 96.2840042114, weight_update_time: 0.1607220322, other_time: 3.2887954712
epoch time: 13.1740379333s, input_fired_time: 0.2132885903, output_fired_time: 0.0000000000, propagate_forward_time: 12.3772668839, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5834827423
validation[          , genome  4543] predictions:    9684/  10000 (96.84%), best:    9734/10000 (97.34%), error:      1052.71765, best error:       844.23285 on epoch:    91, 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: 66.1572647095s, input_fired_time: 1.0875867605, output_fired_time: 0.0000000000, propagate_forward_time: 62.0354080200, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0342712402
best training[          , genome  4543] predictions:   49493/  50000 (98.99%), best:    9734/10000 (97.34%), error:      1971.36963, best error:       844.23285 on epoch:    91, 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: 13.2368793488s, input_fired_time: 0.2171832323, output_fired_time: 0.0000000000, propagate_forward_time: 12.4319725037, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5877237320
   testing[          , genome  4543] predictions:    9773/  10000 (97.73%), best:    9734/10000 (97.34%), error:       740.23315, best error:       844.23285 on epoch:    91, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
07:42:52 (1528): called boinc_finish(0)

</stderr_txt>
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