Nameexact_genome_1512185335_36_8921_0
Workunit2563011
Created5 Dec 2017, 13:24:59 UTC
Sent5 Dec 2017, 13:34:09 UTC
Report deadline28 Dec 2017, 9:44:39 UTC
Received7 Dec 2017, 12:16:32 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52320
Run time11 hours 22 min 32 sec
CPU time11 hours 22 min 27 sec
Validate stateValid
Credit5,710.16
Device peak FLOPS2.93 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size163.02 MB
Peak swap size161.45 MB
Peak disk usage3.56 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
6, weight_decay: 0.0002438374

epoch time: 373.0393066406s, input_fired_time: 5.1015348434, output_fired_time: 4.8187141418, propagate_forward_time: 139.5999298096, propagate_backward_time: 217.8741607666, weight_update_time: 0.3751747012, other_time: 5.6449584961
epoch time: 29.7046775818s, input_fired_time: 0.6278308034, output_fired_time: 0.0000000000, propagate_forward_time: 28.0518798828, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0249671936
validation[          , genome  8921] predictions:    9801/  10000 (98.01%), best:    9825/10000 (98.25%), error:       672.05695, best error:       596.63818 on epoch:     9, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 372.5940246582s, input_fired_time: 5.0142011642, output_fired_time: 4.8130974770, propagate_forward_time: 139.5259704590, propagate_backward_time: 217.8249206543, weight_update_time: 0.3732479811, other_time: 5.4158325195
epoch time: 29.4600276947s, input_fired_time: 0.6090087295, output_fired_time: 0.0000000000, propagate_forward_time: 27.8752956390, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9757232666
validation[          , genome  8921] predictions:    9732/  10000 (97.32%), best:    9825/10000 (98.25%), error:       862.23389, best error:       596.63818 on epoch:     9, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 372.2505187988s, input_fired_time: 5.0921583176, output_fired_time: 4.8055996895, propagate_forward_time: 139.1750335693, propagate_backward_time: 217.5058441162, weight_update_time: 0.3903388977, other_time: 5.6718750000
epoch time: 29.1538181305s, input_fired_time: 0.6193422079, output_fired_time: 0.0000000000, propagate_forward_time: 27.5185737610, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0159015656
validation[          , genome  8921] predictions:    9756/  10000 (97.56%), best:    9825/10000 (98.25%), error:       803.46387, best error:       596.63818 on epoch:     9, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 373.1024169922s, input_fired_time: 5.0652337074, output_fired_time: 4.8169636726, propagate_forward_time: 139.5177459717, propagate_backward_time: 218.1289062500, weight_update_time: 0.4004770517, other_time: 5.5735626221
epoch time: 29.5887489319s, input_fired_time: 0.6094048619, output_fired_time: 0.0000000000, propagate_forward_time: 28.0036869049, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9756565094
validation[          , genome  8921] predictions:    9801/  10000 (98.01%), best:    9825/10000 (98.25%), error:       616.95801, best error:       596.63818 on epoch:     9, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 372.9156494141s, input_fired_time: 5.0791068077, output_fired_time: 4.8050398827, propagate_forward_time: 139.4691009521, propagate_backward_time: 217.9204101563, weight_update_time: 0.4154101312, other_time: 5.6419830322
epoch time: 29.5362281799s, input_fired_time: 0.6220093369, output_fired_time: 0.0000000000, propagate_forward_time: 27.8905677795, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0236511230
validation[          , genome  8921] predictions:    9841/  10000 (98.41%), best:    9841/10000 (98.41%), error:       538.17584, best error:       538.17584 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 373.2214050293s, input_fired_time: 5.0742635727, output_fired_time: 4.8189496994, propagate_forward_time: 139.4090270996, propagate_backward_time: 218.2793273926, weight_update_time: 0.4304014742, other_time: 5.6398620605
epoch time: 29.5414791107s, input_fired_time: 0.6233475208, output_fired_time: 0.0000000000, propagate_forward_time: 27.8928089142, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0253219604
validation[          , genome  8921] predictions:    9817/  10000 (98.17%), best:    9841/10000 (98.41%), error:       604.51959, best error:       538.17584 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 373.8807373047s, input_fired_time: 5.1245779991, output_fired_time: 4.8228058815, propagate_forward_time: 139.5641784668, propagate_backward_time: 218.6296539307, weight_update_time: 0.4511498213, other_time: 5.7395172119
epoch time: 29.5524024963s, input_fired_time: 0.6170238853, output_fired_time: 0.0000000000, propagate_forward_time: 27.9620876312, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9732913971
validation[          , genome  8921] predictions:    9803/  10000 (98.03%), best:    9841/10000 (98.41%), error:       660.68628, best error:       538.17584 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 373.2456970215s, input_fired_time: 5.0096697807, output_fired_time: 4.8038854599, propagate_forward_time: 139.2860107422, propagate_backward_time: 218.6531524658, weight_update_time: 0.4593574107, other_time: 5.4929656982
epoch time: 29.5460357666s, input_fired_time: 0.6130794883, output_fired_time: 0.0000000000, propagate_forward_time: 27.9621677399, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9707889557
validation[          , genome  8921] predictions:    9808/  10000 (98.08%), best:    9841/10000 (98.41%), error:       626.55682, best error:       538.17584 on epoch:    19, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 374.0206298828s, input_fired_time: 5.0816307068, output_fired_time: 4.8213510513, propagate_forward_time: 139.6021575928, propagate_backward_time: 218.8548889160, weight_update_time: 0.4829249084, other_time: 5.6605987549
epoch time: 29.3870830536s, input_fired_time: 0.6097406745, output_fired_time: 0.0000000000, propagate_forward_time: 27.8013954163, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9759464264
validation[          , genome  8921] predictions:    9823/  10000 (98.23%), best:    9841/10000 (98.41%), error:       582.89667, best error:       538.17584 on epoch:    19, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 373.7614440918s, input_fired_time: 5.0961203575, output_fired_time: 4.8171277046, propagate_forward_time: 139.1208343506, propagate_backward_time: 219.0638275146, weight_update_time: 0.4999208748, other_time: 5.6635131836
epoch time: 29.3275623322s, input_fired_time: 0.6180325150, output_fired_time: 0.0000000000, propagate_forward_time: 27.7372188568, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9723110199
validation[          , genome  8921] predictions:    9726/  10000 (97.26%), best:    9841/10000 (98.41%), error:       848.28357, best error:       538.17584 on epoch:    19, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 373.6059875488s, input_fired_time: 5.0266861916, output_fired_time: 4.8132190704, propagate_forward_time: 139.4570617676, propagate_backward_time: 218.7602844238, weight_update_time: 0.5015800595, other_time: 5.5487365723
epoch time: 29.3697929382s, input_fired_time: 0.6168757677, output_fired_time: 0.0000000000, propagate_forward_time: 27.7722339630, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9806823730
validation[          , genome  8921] predictions:    9810/  10000 (98.10%), best:    9841/10000 (98.41%), error:       609.83063, best error:       538.17584 on epoch:    19, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 375.6272277832s, input_fired_time: 5.1222581863, output_fired_time: 4.8385682106, propagate_forward_time: 140.0048370361, propagate_backward_time: 219.8772430420, weight_update_time: 0.5182583928, other_time: 5.7843322754
epoch time: 29.5540008545s, input_fired_time: 0.6256713867, output_fired_time: 0.0000000000, propagate_forward_time: 27.9082183838, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0201110840
validation[          , genome  8921] predictions:    9807/  10000 (98.07%), best:    9841/10000 (98.41%), error:       592.11987, best error:       538.17584 on epoch:    19, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 373.1459655762s, input_fired_time: 5.0220680237, output_fired_time: 4.7984380722, propagate_forward_time: 139.1404724121, propagate_backward_time: 218.6103668213, weight_update_time: 0.5152376890, other_time: 5.5746307373
epoch time: 29.3445854187s, input_fired_time: 0.6106863618, output_fired_time: 0.0000000000, propagate_forward_time: 27.7531642914, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9807338715
validation[          , genome  8921] predictions:    9828/  10000 (98.28%), best:    9841/10000 (98.41%), error:       588.83563, best error:       538.17584 on epoch:    19, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 373.6612854004s, input_fired_time: 5.1270599365, output_fired_time: 4.8072891235, propagate_forward_time: 139.2899322510, propagate_backward_time: 218.6003112793, weight_update_time: 0.5266949534, other_time: 5.8367156982
epoch time: 29.5464534760s, input_fired_time: 0.6303945184, output_fired_time: 0.0000000000, propagate_forward_time: 27.8911819458, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0248775482
validation[          , genome  8921] predictions:    9808/  10000 (98.08%), best:    9841/10000 (98.41%), error:       614.76520, best error:       538.17584 on epoch:    19, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 374.6024780273s, input_fired_time: 5.0314235687, output_fired_time: 4.8231992722, propagate_forward_time: 139.3606109619, propagate_backward_time: 219.8327636719, weight_update_time: 0.5177683234, other_time: 5.5544586182
epoch time: 29.4629669189s, input_fired_time: 0.6194788218, output_fired_time: 0.0000000000, propagate_forward_time: 27.8726692200, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9708194733
validation[          , genome  8921] predictions:    9821/  10000 (98.21%), best:    9841/10000 (98.41%), error:       580.06415, best error:       538.17584 on epoch:    19, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 372.1700439453s, input_fired_time: 5.1160893440, output_fired_time: 4.7877540588, propagate_forward_time: 138.4866333008, propagate_backward_time: 217.9630737305, weight_update_time: 0.5237160325, other_time: 5.8164978027
epoch time: 29.7979774475s, input_fired_time: 0.6292332411, output_fired_time: 0.0000000000, propagate_forward_time: 28.1443328857, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0244121552
validation[          , genome  8921] predictions:    9832/  10000 (98.32%), best:    9841/10000 (98.41%), error:       552.53204, best error:       538.17584 on epoch:    19, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 373.7673034668s, input_fired_time: 5.1354012489, output_fired_time: 4.7995157242, propagate_forward_time: 139.2119140625, propagate_backward_time: 218.8130950928, weight_update_time: 0.5244141221, other_time: 5.8073577881
epoch time: 29.4952354431s, input_fired_time: 0.6354324222, output_fired_time: 0.0000000000, propagate_forward_time: 27.8377552032, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0220470428
validation[          , genome  8921] predictions:    9829/  10000 (98.29%), best:    9841/10000 (98.41%), error:       547.26373, best error:       538.17584 on epoch:    19, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 373.8328857422s, input_fired_time: 5.1246829033, output_fired_time: 4.8001656532, propagate_forward_time: 139.2114715576, propagate_backward_time: 218.8945312500, weight_update_time: 0.5276408792, other_time: 5.8020172119
epoch time: 29.4217720032s, input_fired_time: 0.6281214356, output_fired_time: 0.0000000000, propagate_forward_time: 27.7740936279, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0195560455
validation[          , genome  8921] predictions:    9810/  10000 (98.10%), best:    9841/10000 (98.41%), error:       595.89429, best error:       538.17584 on epoch:    19, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 372.9673767090s, input_fired_time: 5.0505042076, output_fired_time: 4.7871627808, propagate_forward_time: 139.0133209229, propagate_backward_time: 218.5196533203, weight_update_time: 0.5175479054, other_time: 5.5967254639
epoch time: 29.4265747070s, input_fired_time: 0.6234322786, output_fired_time: 0.0000000000, propagate_forward_time: 27.8309936523, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9721488953
validation[          , genome  8921] predictions:    9845/  10000 (98.45%), best:    9845/10000 (98.45%), error:       491.83572, best error:       491.83572 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 374.2744140625s, input_fired_time: 5.0381689072, output_fired_time: 4.7994570732, propagate_forward_time: 139.2167053223, propagate_backward_time: 219.6528778076, weight_update_time: 0.5187934637, other_time: 5.5671844482
epoch time: 29.4781303406s, input_fired_time: 0.6275411844, output_fired_time: 0.0000000000, propagate_forward_time: 27.8795223236, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9710674286
validation[          , genome  8921] predictions:    9839/  10000 (98.39%), best:    9845/10000 (98.45%), error:       577.43555, best error:       491.83572 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 375.8486022949s, input_fired_time: 5.0766825676, output_fired_time: 4.8335442543, propagate_forward_time: 140.0514678955, propagate_backward_time: 220.3008880615, weight_update_time: 0.5181084871, other_time: 5.5859985352
epoch time: 29.7085285187s, input_fired_time: 0.6299431920, output_fired_time: 0.0000000000, propagate_forward_time: 28.0560970306, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0224876404
validation[          , genome  8921] predictions:    9811/  10000 (98.11%), best:    9845/10000 (98.45%), error:       594.16980, best error:       491.83572 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 377.3379821777s, input_fired_time: 5.1544480324, output_fired_time: 4.8567361832, propagate_forward_time: 140.5397186279, propagate_backward_time: 220.9700927734, weight_update_time: 0.5286135674, other_time: 5.8169708252
epoch time: 29.7418899536s, input_fired_time: 0.6327242851, output_fired_time: 0.0000000000, propagate_forward_time: 28.0855388641, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0236263275
validation[          , genome  8921] predictions:    9842/  10000 (98.42%), best:    9845/10000 (98.45%), error:       494.88464, best error:       491.83572 on epoch:    33, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 373.2244873047s, input_fired_time: 5.1142892838, output_fired_time: 4.7895770073, propagate_forward_time: 138.9239044189, propagate_backward_time: 218.6238708496, weight_update_time: 0.5235184431, other_time: 5.7728424072
epoch time: 29.5727920532s, input_fired_time: 0.6301519275, output_fired_time: 0.0000000000, propagate_forward_time: 27.9194793701, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0231609344
validation[          , genome  8921] predictions:    9840/  10000 (98.40%), best:    9845/10000 (98.45%), error:       515.80579, best error:       491.83572 on epoch:    33, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 373.2525024414s, input_fired_time: 5.0361542702, output_fired_time: 4.7979593277, propagate_forward_time: 139.0859069824, propagate_backward_time: 218.7875518799, weight_update_time: 0.5161382556, other_time: 5.5449066162
epoch time: 29.3124809265s, input_fired_time: 0.6145096421, output_fired_time: 0.0000000000, propagate_forward_time: 27.7182159424, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9797554016
validation[          , genome  8921] predictions:    9851/  10000 (98.51%), best:    9845/10000 (98.45%), error:       502.84564, best error:       491.83572 on epoch:    33, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 375.8098144531s, input_fired_time: 5.0571055412, output_fired_time: 4.8423891068, propagate_forward_time: 139.9961090088, propagate_backward_time: 220.3782653809, weight_update_time: 0.5165069103, other_time: 5.5359649658
epoch time: 29.6592063904s, input_fired_time: 0.6243055463, output_fired_time: 0.0000000000, propagate_forward_time: 28.0592842102, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9756164551
validation[          , genome  8921] predictions:    9791/  10000 (97.91%), best:    9845/10000 (98.45%), error:       675.96222, best error:       491.83572 on epoch:    33, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 373.8442077637s, input_fired_time: 5.0559887886, output_fired_time: 4.8034620285, propagate_forward_time: 139.3967590332, propagate_backward_time: 219.0058441162, weight_update_time: 0.5161127448, other_time: 5.5821380615
epoch time: 29.5435218811s, input_fired_time: 0.6174613833, output_fired_time: 0.0000000000, propagate_forward_time: 27.9519023895, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9741573334
validation[          , genome  8921] predictions:    9874/  10000 (98.74%), best:    9874/10000 (98.74%), error:       439.90326, best error:       439.90326 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 373.5945434570s, input_fired_time: 5.1538548470, output_fired_time: 4.8030352592, propagate_forward_time: 139.0703887939, propagate_backward_time: 218.7614746094, weight_update_time: 0.5250664949, other_time: 5.8057708740
epoch time: 29.3605651855s, input_fired_time: 0.6262543201, output_fired_time: 0.0000000000, propagate_forward_time: 27.7085571289, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0257530212
validation[          , genome  8921] predictions:    9855/  10000 (98.55%), best:    9874/10000 (98.74%), error:       490.70026, best error:       439.90326 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 375.4283752441s, input_fired_time: 5.0539484024, output_fired_time: 4.8147406578, propagate_forward_time: 139.7974090576, propagate_backward_time: 220.2258453369, weight_update_time: 0.5199686885, other_time: 5.5364379883
epoch time: 29.4837951660s, input_fired_time: 0.6229156852, output_fired_time: 0.0000000000, propagate_forward_time: 27.8891582489, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9717216492
validation[          , genome  8921] predictions:    9838/  10000 (98.38%), best:    9874/10000 (98.74%), error:       515.86298, best error:       439.90326 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 377.4923095703s, input_fired_time: 5.1932172775, output_fired_time: 4.8525123596, propagate_forward_time: 140.4958343506, propagate_backward_time: 221.1212005615, weight_update_time: 0.5302288532, other_time: 5.8295593262
epoch time: 29.7110900879s, input_fired_time: 0.6339349151, output_fired_time: 0.0000000000, propagate_forward_time: 28.0543537140, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0228023529
validation[          , genome  8921] predictions:    9867/  10000 (98.67%), best:    9874/10000 (98.74%), error:       473.41589, best error:       439.90326 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 373.0748901367s, input_fired_time: 5.1254053116, output_fired_time: 4.7917041779, propagate_forward_time: 138.7685394287, propagate_backward_time: 218.6168518066, weight_update_time: 0.5244216919, other_time: 5.7723846436
epoch time: 29.3381690979s, input_fired_time: 0.6328948140, output_fired_time: 0.0000000000, propagate_forward_time: 27.6866340637, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0186405182
validation[          , genome  8921] predictions:    9845/  10000 (98.45%), best:    9874/10000 (98.74%), error:       498.62039, best error:       439.90326 on epoch:    40, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 375.0311584473s, input_fired_time: 5.0592031479, output_fired_time: 4.8252501488, propagate_forward_time: 139.6854095459, propagate_backward_time: 219.9045104980, weight_update_time: 0.5178477764, other_time: 5.5567779541
epoch time: 29.5957164764s, input_fired_time: 0.6342173815, output_fired_time: 0.0000000000, propagate_forward_time: 27.9344062805, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0270919800
validation[          , genome  8921] predictions:    9843/  10000 (98.43%), best:    9874/10000 (98.74%), error:       503.36026, best error:       439.90326 on epoch:    40, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 375.0166931152s, input_fired_time: 5.0847201347, output_fired_time: 4.8201918602, propagate_forward_time: 139.6616668701, propagate_backward_time: 219.8630523682, weight_update_time: 0.5223345160, other_time: 5.5870666504
epoch time: 29.3482208252s, input_fired_time: 0.6331387162, output_fired_time: 0.0000000000, propagate_forward_time: 27.6918125153, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0232696533
validation[          , genome  8921] predictions:    9822/  10000 (98.22%), best:    9874/10000 (98.74%), error:       602.38660, best error:       439.90326 on epoch:    40, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 372.9545288086s, input_fired_time: 5.1566305161, output_fired_time: 4.7968850136, propagate_forward_time: 138.8206787109, propagate_backward_time: 218.3866119385, weight_update_time: 0.5226414204, other_time: 5.7937469482
epoch time: 29.4697589874s, input_fired_time: 0.6312409639, output_fired_time: 0.0000000000, propagate_forward_time: 27.8188152313, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0197029114
validation[          , genome  8921] predictions:    9830/  10000 (98.30%), best:    9874/10000 (98.74%), error:       563.09265, best error:       439.90326 on epoch:    40, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 374.3194274902s, input_fired_time: 5.1331472397, output_fired_time: 4.8028774261, propagate_forward_time: 139.3750152588, propagate_backward_time: 219.2379608154, weight_update_time: 0.5262128115, other_time: 5.7704162598
epoch time: 29.3869857788s, input_fired_time: 0.6341958046, output_fired_time: 0.0000000000, propagate_forward_time: 27.7258148193, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0269756317
validation[          , genome  8921] predictions:    9839/  10000 (98.39%), best:    9874/10000 (98.74%), error:       553.02856, best error:       439.90326 on epoch:    40, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 374.7758789063s, input_fired_time: 5.0877380371, output_fired_time: 4.8106784821, propagate_forward_time: 139.7234191895, propagate_backward_time: 219.5647125244, weight_update_time: 0.5185289979, other_time: 5.5893402100
epoch time: 29.4898738861s, input_fired_time: 0.6283453107, output_fired_time: 0.0000000000, propagate_forward_time: 27.8851604462, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9763679504
validation[          , genome  8921] predictions:    9859/  10000 (98.59%), best:    9874/10000 (98.74%), error:       486.18344, best error:       439.90326 on epoch:    40, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 375.2478637695s, input_fired_time: 5.1659555435, output_fired_time: 4.8136053085, propagate_forward_time: 139.5240631104, propagate_backward_time: 220.0045013428, weight_update_time: 0.5247514844, other_time: 5.7397460938
epoch time: 29.5225887299s, input_fired_time: 0.6240382791, output_fired_time: 0.0000000000, propagate_forward_time: 27.9252243042, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9733257294
validation[          , genome  8921] predictions:    9828/  10000 (98.28%), best:    9874/10000 (98.74%), error:       560.37018, best error:       439.90326 on epoch:    40, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 375.8440551758s, input_fired_time: 5.1495428085, output_fired_time: 4.8291172981, propagate_forward_time: 139.8925018311, propagate_backward_time: 220.2713317871, weight_update_time: 0.5234216452, other_time: 5.7015533447
epoch time: 29.8751964569s, input_fired_time: 0.6399501562, output_fired_time: 0.0000000000, propagate_forward_time: 28.1917037964, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0435428619
validation[          , genome  8921] predictions:    9853/  10000 (98.53%), best:    9874/10000 (98.74%), error:       453.62347, best error:       439.90326 on epoch:    40, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 374.0395812988s, input_fired_time: 5.1479582787, output_fired_time: 4.8067259789, propagate_forward_time: 139.1660308838, propagate_backward_time: 219.1679077148, weight_update_time: 0.5252180099, other_time: 5.7509613037
epoch time: 29.3796863556s, input_fired_time: 0.6376746893, output_fired_time: 0.0000000000, propagate_forward_time: 27.7257728577, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0162391663
validation[          , genome  8921] predictions:    9872/  10000 (98.72%), best:    9872/10000 (98.72%), error:       431.79416, best error:       431.79416 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 376.1940917969s, input_fired_time: 5.0830812454, output_fired_time: 4.8380889893, propagate_forward_time: 140.0169219971, propagate_backward_time: 220.7128143311, weight_update_time: 0.5156650543, other_time: 5.5432128906
epoch time: 29.4539108276s, input_fired_time: 0.6252197623, output_fired_time: 0.0000000000, propagate_forward_time: 27.8552494049, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9734420776
validation[          , genome  8921] predictions:    9852/  10000 (98.52%), best:    9872/10000 (98.72%), error:       519.88184, best error:       431.79416 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 373.3946533203s, input_fired_time: 5.1576604843, output_fired_time: 4.7943367958, propagate_forward_time: 138.8345336914, propagate_backward_time: 218.8383636475, weight_update_time: 0.5212299228, other_time: 5.7697601318
epoch time: 29.3685283661s, input_fired_time: 0.6325871944, output_fired_time: 0.0000000000, propagate_forward_time: 27.7182388306, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0177021027
validation[          , genome  8921] predictions:    9865/  10000 (98.65%), best:    9872/10000 (98.72%), error:       466.49869, best error:       431.79416 on epoch:    52, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 375.2911987305s, input_fired_time: 5.0990848541, output_fired_time: 4.8363866806, propagate_forward_time: 139.6092529297, propagate_backward_time: 220.1339874268, weight_update_time: 0.5192465186, other_time: 5.6124725342
epoch time: 29.3841819763s, input_fired_time: 0.6350843906, output_fired_time: 0.0000000000, propagate_forward_time: 27.7272396088, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0218582153
validation[          , genome  8921] predictions:    9855/  10000 (98.55%), best:    9872/10000 (98.72%), error:       479.90921, best error:       431.79416 on epoch:    52, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 373.0104675293s, input_fired_time: 5.1705913544, output_fired_time: 4.7945604324, propagate_forward_time: 138.6883392334, propagate_backward_time: 218.5789794922, weight_update_time: 0.5238812566, other_time: 5.7779998779
epoch time: 29.5977630615s, input_fired_time: 0.6362825036, output_fired_time: 0.0000000000, propagate_forward_time: 27.9392871857, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0221939087
validation[          , genome  8921] predictions:    9826/  10000 (98.26%), best:    9872/10000 (98.72%), error:       592.16431, best error:       431.79416 on epoch:    52, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 376.7640686035s, input_fired_time: 5.1840882301, output_fired_time: 4.8442969322, propagate_forward_time: 140.1026611328, propagate_backward_time: 220.8197021484, weight_update_time: 0.5280868411, other_time: 5.8133239746
epoch time: 29.7067890167s, input_fired_time: 0.6330084205, output_fired_time: 0.0000000000, propagate_forward_time: 28.0515842438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0221958160
validation[          , genome  8921] predictions:    9857/  10000 (98.57%), best:    9872/10000 (98.72%), error:       493.86652, best error:       431.79416 on epoch:    52, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 375.2394714355s, input_fired_time: 5.0898432732, output_fired_time: 4.8147649765, propagate_forward_time: 139.5764312744, propagate_backward_time: 220.2143707275, weight_update_time: 0.5172106028, other_time: 5.5440673828
epoch time: 29.6763687134s, input_fired_time: 0.6387143135, output_fired_time: 0.0000000000, propagate_forward_time: 28.0172004700, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0204544067
validation[          , genome  8921] predictions:    9848/  10000 (98.48%), best:    9872/10000 (98.72%), error:       513.59393, best error:       431.79416 on epoch:    52, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 373.8919677734s, input_fired_time: 5.1759896278, output_fired_time: 4.7865157127, propagate_forward_time: 139.0662384033, propagate_backward_time: 219.0611267090, weight_update_time: 0.5238289833, other_time: 5.8020782471
epoch time: 29.6944370270s, input_fired_time: 0.6410835981, output_fired_time: 0.0000000000, propagate_forward_time: 28.0291175842, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0242366791
validation[          , genome  8921] predictions:    9844/  10000 (98.44%), best:    9872/10000 (98.72%), error:       520.86017, best error:       431.79416 on epoch:    52, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 373.9060668945s, input_fired_time: 5.1784501076, output_fired_time: 4.8001933098, propagate_forward_time: 139.1399688721, propagate_backward_time: 218.9833679199, weight_update_time: 0.5259889364, other_time: 5.8040924072
epoch time: 29.5674057007s, input_fired_time: 0.6338555217, output_fired_time: 0.0000000000, propagate_forward_time: 27.9111366272, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0224132538
validation[          , genome  8921] predictions:    9846/  10000 (98.46%), best:    9872/10000 (98.72%), error:       518.15894, best error:       431.79416 on epoch:    52, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 375.4944458008s, input_fired_time: 5.0816388130, output_fired_time: 4.8226518631, propagate_forward_time: 139.7929992676, propagate_backward_time: 220.2531433105, weight_update_time: 0.5187677741, other_time: 5.5440063477
epoch time: 29.5774555206s, input_fired_time: 0.6292821169, output_fired_time: 0.0000000000, propagate_forward_time: 27.9761486053, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9720249176
validation[          , genome  8921] predictions:    9852/  10000 (98.52%), best:    9872/10000 (98.72%), error:       490.81482, best error:       431.79416 on epoch:    52, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 375.4244384766s, input_fired_time: 5.2024464607, output_fired_time: 4.8395204544, propagate_forward_time: 139.6429138184, propagate_backward_time: 219.9402770996, weight_update_time: 0.5269869566, other_time: 5.7992858887
epoch time: 29.7643489838s, input_fired_time: 0.6435453296, output_fired_time: 0.0000000000, propagate_forward_time: 28.0999393463, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0208644867
validation[          , genome  8921] predictions:    9869/  10000 (98.69%), best:    9872/10000 (98.72%), error:       432.85626, best error:       431.79416 on epoch:    52, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 375.9674682617s, input_fired_time: 5.2022175789, output_fired_time: 4.8380184174, propagate_forward_time: 139.8637237549, propagate_backward_time: 220.2514953613, weight_update_time: 0.5270603895, other_time: 5.8120269775
epoch time: 29.4175148010s, input_fired_time: 0.6281069517, output_fired_time: 0.0000000000, propagate_forward_time: 27.8110275269, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9783802032
validation[          , genome  8921] predictions:    9865/  10000 (98.65%), best:    9872/10000 (98.72%), error:       452.09607, best error:       431.79416 on epoch:    52, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 375.3800048828s, input_fired_time: 5.1548452377, output_fired_time: 4.8168263435, propagate_forward_time: 139.6493530273, propagate_backward_time: 220.0552978516, weight_update_time: 0.5250269771, other_time: 5.7036743164
epoch time: 29.4812011719s, input_fired_time: 0.6260094047, output_fired_time: 0.0000000000, propagate_forward_time: 27.8800926208, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9750995636
validation[          , genome  8921] predictions:    9879/  10000 (98.79%), best:    9879/10000 (98.79%), error:       429.83990, best error:       429.83990 on epoch:    64, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 376.3879089355s, input_fired_time: 5.1986446381, output_fired_time: 4.8275318146, propagate_forward_time: 139.9152069092, propagate_backward_time: 220.6695861816, weight_update_time: 0.5241047740, other_time: 5.7769317627
epoch time: 29.3929100037s, input_fired_time: 0.6305903196, output_fired_time: 0.0000000000, propagate_forward_time: 27.7839393616, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9783802032
validation[          , genome  8921] predictions:    9839/  10000 (98.39%), best:    9879/10000 (98.79%), error:       507.94058, best error:       429.83990 on epoch:    64, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 374.9668273926s, input_fired_time: 5.1846976280, output_fired_time: 4.8077874184, propagate_forward_time: 139.1870727539, propagate_backward_time: 220.0324096680, weight_update_time: 0.5215708613, other_time: 5.7548522949
epoch time: 29.3632011414s, input_fired_time: 0.6373692751, output_fired_time: 0.0000000000, propagate_forward_time: 27.7088489532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0169830322
validation[          , genome  8921] predictions:    9867/  10000 (98.67%), best:    9879/10000 (98.79%), error:       455.01233, best error:       429.83990 on epoch:    64, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 376.2182617188s, input_fired_time: 5.1973261833, output_fired_time: 4.8276886940, propagate_forward_time: 139.8855743408, propagate_backward_time: 220.4971618652, weight_update_time: 0.5285226703, other_time: 5.8105010986
epoch time: 29.6845893860s, input_fired_time: 0.6440917253, output_fired_time: 0.0000000000, propagate_forward_time: 28.0218505859, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0186462402
validation[          , genome  8921] predictions:    9859/  10000 (98.59%), best:    9879/10000 (98.79%), error:       495.81372, best error:       429.83990 on epoch:    64, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 374.2880859375s, input_fired_time: 5.1161923409, output_fired_time: 4.8063607216, propagate_forward_time: 139.5555267334, propagate_backward_time: 219.2247772217, weight_update_time: 0.5193781853, other_time: 5.5852355957
epoch time: 29.3383846283s, input_fired_time: 0.6311219335, output_fired_time: 0.0000000000, propagate_forward_time: 27.7265796661, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9806823730
validation[          , genome  8921] predictions:    9845/  10000 (98.45%), best:    9879/10000 (98.79%), error:       511.24225, best error:       429.83990 on epoch:    64, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 373.7734985352s, input_fired_time: 5.1834082603, output_fired_time: 4.7986855507, propagate_forward_time: 139.0739898682, propagate_backward_time: 218.9457550049, weight_update_time: 0.5241395235, other_time: 5.7716674805
epoch time: 29.5904312134s, input_fired_time: 0.6435318589, output_fired_time: 0.0000000000, propagate_forward_time: 27.9270839691, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0198154449
validation[          , genome  8921] predictions:    9839/  10000 (98.39%), best:    9879/10000 (98.79%), error:       564.71991, best error:       429.83990 on epoch:    64, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 374.7791748047s, input_fired_time: 5.2047200203, output_fired_time: 4.8047957420, propagate_forward_time: 139.3940277100, propagate_backward_time: 219.5815887451, weight_update_time: 0.5265389681, other_time: 5.7940368652
epoch time: 29.3067493439s, input_fired_time: 0.6390664577, output_fired_time: 0.0000000000, propagate_forward_time: 27.6420459747, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0256366730
validation[          , genome  8921] predictions:    9842/  10000 (98.42%), best:    9879/10000 (98.79%), error:       537.05029, best error:       429.83990 on epoch:    64, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 375.9576416016s, input_fired_time: 5.1070909500, output_fired_time: 4.8272233009, propagate_forward_time: 140.0127716064, propagate_backward_time: 220.4571533203, weight_update_time: 0.5216423869, other_time: 5.5534210205
epoch time: 29.4887390137s, input_fired_time: 0.6301649213, output_fired_time: 0.0000000000, propagate_forward_time: 27.8843460083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9742279053
validation[          , genome  8921] predictions:    9851/  10000 (98.51%), best:    9879/10000 (98.79%), error:       466.95435, best error:       429.83990 on epoch:    64, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 375.5347290039s, input_fired_time: 5.1580595970, output_fired_time: 4.8293328285, propagate_forward_time: 139.6130523682, propagate_backward_time: 220.2777862549, weight_update_time: 0.5219460726, other_time: 5.6564941406
epoch time: 29.5566673279s, input_fired_time: 0.6285351515, output_fired_time: 0.0000000000, propagate_forward_time: 27.9389801025, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9891529083
validation[          , genome  8921] predictions:    9853/  10000 (98.53%), best:    9879/10000 (98.79%), error:       492.38824, best error:       429.83990 on epoch:    64, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 375.7466735840s, input_fired_time: 5.1124320030, output_fired_time: 4.8215780258, propagate_forward_time: 139.8384094238, propagate_backward_time: 220.4308471680, weight_update_time: 0.5186633468, other_time: 5.5434265137
epoch time: 29.3864879608s, input_fired_time: 0.6331071258, output_fired_time: 0.0000000000, propagate_forward_time: 27.7790584564, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9743232727
validation[          , genome  8921] predictions:    9863/  10000 (98.63%), best:    9879/10000 (98.79%), error:       473.12689, best error:       429.83990 on epoch:    64, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 376.1514587402s, input_fired_time: 5.2240185738, output_fired_time: 4.8367156982, propagate_forward_time: 139.8637084961, propagate_backward_time: 220.4293365479, weight_update_time: 0.5259754658, other_time: 5.7976531982
epoch time: 29.3832359314s, input_fired_time: 0.6380449533, output_fired_time: 0.0000000000, propagate_forward_time: 27.7291336060, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0160579681
validation[          , genome  8921] predictions:    9856/  10000 (98.56%), best:    9879/10000 (98.79%), error:       474.24481, best error:       429.83990 on epoch:    64, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 376.2745056152s, input_fired_time: 5.2088770866, output_fired_time: 4.8408231735, propagate_forward_time: 140.0084838867, propagate_backward_time: 220.4388427734, weight_update_time: 0.5278697610, other_time: 5.7774963379
epoch time: 29.6890411377s, input_fired_time: 0.6451040506, output_fired_time: 0.0000000000, propagate_forward_time: 28.0236682892, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0202693939
validation[          , genome  8921] predictions:    9798/  10000 (97.98%), best:    9879/10000 (98.79%), error:       626.49530, best error:       429.83990 on epoch:    64, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 375.0034790039s, input_fired_time: 5.2013726234, output_fired_time: 4.8197770119, propagate_forward_time: 139.4041595459, propagate_backward_time: 219.7816619873, weight_update_time: 0.5271931887, other_time: 5.7965087891
epoch time: 29.6127185822s, input_fired_time: 0.6401327252, output_fired_time: 0.0000000000, propagate_forward_time: 27.9513645172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0212211609
validation[          , genome  8921] predictions:    9856/  10000 (98.56%), best:    9879/10000 (98.79%), error:       475.71616, best error:       429.83990 on epoch:    64, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 375.7127685547s, input_fired_time: 5.1213679314, output_fired_time: 4.8411664963, propagate_forward_time: 139.8572235107, propagate_backward_time: 220.3662567139, weight_update_time: 0.5207021236, other_time: 5.5267639160
epoch time: 29.6190032959s, input_fired_time: 0.6340891123, output_fired_time: 0.0000000000, propagate_forward_time: 28.0126934052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9722213745
validation[          , genome  8921] predictions:    9858/  10000 (98.58%), best:    9879/10000 (98.79%), error:       473.24521, best error:       429.83990 on epoch:    64, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 374.0112304688s, input_fired_time: 5.1683902740, output_fired_time: 4.8109040260, propagate_forward_time: 139.2902526855, propagate_backward_time: 219.0470275879, weight_update_time: 0.5228493214, other_time: 5.6946411133
epoch time: 29.6786613464s, input_fired_time: 0.6407756805, output_fired_time: 0.0000000000, propagate_forward_time: 28.0157451630, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0221405029
validation[          , genome  8921] predictions:    9848/  10000 (98.48%), best:    9879/10000 (98.79%), error:       500.26855, best error:       429.83990 on epoch:    64, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 375.8152160645s, input_fired_time: 5.2154350281, output_fired_time: 4.8317818642, propagate_forward_time: 139.7139282227, propagate_backward_time: 220.2279815674, weight_update_time: 0.5269191861, other_time: 5.8260955811
epoch time: 29.7493000031s, input_fired_time: 0.6449870467, output_fired_time: 0.0000000000, propagate_forward_time: 28.0799140930, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0243988037
validation[          , genome  8921] predictions:    9861/  10000 (98.61%), best:    9879/10000 (98.79%), error:       492.68567, best error:       429.83990 on epoch:    64, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 374.8420715332s, input_fired_time: 5.2142682076, output_fired_time: 4.8085026741, propagate_forward_time: 139.5639953613, propagate_backward_time: 219.4515838623, weight_update_time: 0.5275326967, other_time: 5.8037261963
epoch time: 29.6602020264s, input_fired_time: 0.6455401778, output_fired_time: 0.0000000000, propagate_forward_time: 27.9898986816, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0247631073
validation[          , genome  8921] predictions:    9838/  10000 (98.38%), best:    9879/10000 (98.79%), error:       557.43127, best error:       429.83990 on epoch:    64, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 373.9554443359s, input_fired_time: 5.1240873337, output_fired_time: 4.8009815216, propagate_forward_time: 139.2911834717, propagate_backward_time: 219.1954956055, weight_update_time: 0.5180131197, other_time: 5.5436859131
epoch time: 29.4894390106s, input_fired_time: 0.6328495741, output_fired_time: 0.0000000000, propagate_forward_time: 27.8779983521, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9785919189
validation[          , genome  8921] predictions:    9837/  10000 (98.37%), best:    9879/10000 (98.79%), error:       542.48706, best error:       429.83990 on epoch:    64, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 373.7508850098s, input_fired_time: 5.2090907097, output_fired_time: 4.8023333549, propagate_forward_time: 139.0219726563, propagate_backward_time: 218.9167022705, weight_update_time: 0.5251948833, other_time: 5.8007965088
epoch time: 29.4898395538s, input_fired_time: 0.6446042061, output_fired_time: 0.0000000000, propagate_forward_time: 27.8267307281, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0185050964
validation[          , genome  8921] predictions:    9869/  10000 (98.69%), best:    9879/10000 (98.79%), error:       455.71948, best error:       429.83990 on epoch:    64, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 373.3041381836s, input_fired_time: 5.1309866905, output_fired_time: 4.7980842590, propagate_forward_time: 139.0833892822, propagate_backward_time: 218.7250976563, weight_update_time: 0.5161682367, other_time: 5.5665740967
epoch time: 29.3301448822s, input_fired_time: 0.6357539892, output_fired_time: 0.0000000000, propagate_forward_time: 27.7200355530, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9743556976
validation[          , genome  8921] predictions:    9861/  10000 (98.61%), best:    9879/10000 (98.79%), error:       453.74133, best error:       429.83990 on epoch:    64, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 376.4553222656s, input_fired_time: 5.1895761490, output_fired_time: 4.8407850266, propagate_forward_time: 140.0056457520, propagate_backward_time: 220.7355041504, weight_update_time: 0.5239334106, other_time: 5.6838073730
epoch time: 29.6115589142s, input_fired_time: 0.6465666294, output_fired_time: 0.0000000000, propagate_forward_time: 27.9444580078, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0205345154
validation[          , genome  8921] predictions:    9868/  10000 (98.68%), best:    9879/10000 (98.79%), error:       448.40997, best error:       429.83990 on epoch:    64, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 374.7043151855s, input_fired_time: 5.1829013824, output_fired_time: 4.8117508888, propagate_forward_time: 139.4342651367, propagate_backward_time: 219.5442504883, weight_update_time: 0.5256564021, other_time: 5.7311706543
epoch time: 29.5328502655s, input_fired_time: 0.6453184485, output_fired_time: 0.0000000000, propagate_forward_time: 27.8688335419, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0186977386
validation[          , genome  8921] predictions:    9880/  10000 (98.80%), best:    9879/10000 (98.79%), error:       440.86581, best error:       429.83990 on epoch:    64, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 376.2874450684s, input_fired_time: 5.1271820068, output_fired_time: 4.8222217560, propagate_forward_time: 139.9989013672, propagate_backward_time: 220.7892303467, weight_update_time: 0.5182234645, other_time: 5.5499114990
epoch time: 29.6307048798s, input_fired_time: 0.6376573443, output_fired_time: 0.0000000000, propagate_forward_time: 28.0114994049, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9815483093
validation[          , genome  8921] predictions:    9870/  10000 (98.70%), best:    9879/10000 (98.79%), error:       441.50842, best error:       429.83990 on epoch:    64, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 374.6997985840s, input_fired_time: 5.1897501945, output_fired_time: 4.8170185089, propagate_forward_time: 139.4944000244, propagate_backward_time: 219.4957580566, weight_update_time: 0.5234955549, other_time: 5.7028656006
epoch time: 29.5476760864s, input_fired_time: 0.6456581950, output_fired_time: 0.0000000000, propagate_forward_time: 27.8790988922, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0229187012
validation[          , genome  8921] predictions:    9833/  10000 (98.33%), best:    9879/10000 (98.79%), error:       549.74805, best error:       429.83990 on epoch:    64, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 374.3164978027s, input_fired_time: 5.1706533432, output_fired_time: 4.8102602959, propagate_forward_time: 139.3818664551, propagate_backward_time: 219.3153991699, weight_update_time: 0.5193696618, other_time: 5.6383056641
epoch time: 29.6505908966s, input_fired_time: 0.6526082158, output_fired_time: 0.0000000000, propagate_forward_time: 27.9766788483, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0213031769
validation[          , genome  8921] predictions:    9840/  10000 (98.40%), best:    9879/10000 (98.79%), error:       505.06537, best error:       429.83990 on epoch:    64, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 375.5134582520s, input_fired_time: 5.1602163315, output_fired_time: 4.8278231621, propagate_forward_time: 139.7457427979, propagate_backward_time: 220.1778411865, weight_update_time: 0.5183416009, other_time: 5.6018371582
epoch time: 29.4648799896s, input_fired_time: 0.6356961131, output_fired_time: 0.0000000000, propagate_forward_time: 27.8503665924, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9788169861
validation[          , genome  8921] predictions:    9872/  10000 (98.72%), best:    9872/10000 (98.72%), error:       421.90387, best error:       421.90387 on epoch:    89, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 374.2026062012s, input_fired_time: 5.2259187698, output_fired_time: 4.8125495911, propagate_forward_time: 139.2004852295, propagate_backward_time: 219.1485595703, weight_update_time: 0.5246385932, other_time: 5.8150787354
epoch time: 29.6056938171s, input_fired_time: 0.6500214338, output_fired_time: 0.0000000000, propagate_forward_time: 27.9320888519, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0235843658
validation[          , genome  8921] predictions:    9845/  10000 (98.45%), best:    9872/10000 (98.72%), error:       538.47021, best error:       421.90387 on epoch:    89, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 375.5354919434s, input_fired_time: 5.1639828682, output_fired_time: 4.8249835968, propagate_forward_time: 139.6696014404, propagate_backward_time: 220.2660675049, weight_update_time: 0.5215538144, other_time: 5.6108703613
epoch time: 29.6761589050s, input_fired_time: 0.6504391432, output_fired_time: 0.0000000000, propagate_forward_time: 28.0057144165, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0200061798
validation[          , genome  8921] predictions:    9873/  10000 (98.73%), best:    9872/10000 (98.72%), error:       450.14441, best error:       421.90387 on epoch:    89, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 374.0178833008s, input_fired_time: 5.2191257477, output_fired_time: 4.7861952782, propagate_forward_time: 139.2023468018, propagate_backward_time: 219.0194854736, weight_update_time: 0.5252523422, other_time: 5.7907409668
epoch time: 29.4494495392s, input_fired_time: 0.6378291249, output_fired_time: 0.0000000000, propagate_forward_time: 27.8340530396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9775676727
validation[          , genome  8921] predictions:    9853/  10000 (98.53%), best:    9872/10000 (98.72%), error:       537.26166, best error:       421.90387 on epoch:    89, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 374.8395690918s, input_fired_time: 5.1348581314, output_fired_time: 4.8168120384, propagate_forward_time: 139.4546356201, propagate_backward_time: 219.8900909424, weight_update_time: 0.5179347992, other_time: 5.5431823730
epoch time: 29.4612617493s, input_fired_time: 0.6330623031, output_fired_time: 0.0000000000, propagate_forward_time: 27.8542537689, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9739456177
validation[          , genome  8921] predictions:    9861/  10000 (98.61%), best:    9872/10000 (98.72%), error:       454.27054, best error:       421.90387 on epoch:    89, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 376.3793945313s, input_fired_time: 5.2468690872, output_fired_time: 4.8284425735, propagate_forward_time: 140.0288848877, propagate_backward_time: 220.4511871338, weight_update_time: 0.5287013054, other_time: 5.8240356445
epoch time: 29.6014614105s, input_fired_time: 0.6518484354, output_fired_time: 0.0000000000, propagate_forward_time: 27.9236507416, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0259628296
validation[          , genome  8921] predictions:    9868/  10000 (98.68%), best:    9872/10000 (98.72%), error:       448.62238, best error:       421.90387 on epoch:    89, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 376.7134704590s, input_fired_time: 5.2443056107, output_fired_time: 4.8424649239, propagate_forward_time: 140.1098175049, propagate_backward_time: 220.7063903809, weight_update_time: 0.5274248123, other_time: 5.8105010986
epoch time: 29.7114582062s, input_fired_time: 0.6486297846, output_fired_time: 0.0000000000, propagate_forward_time: 28.0435848236, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0192432404
validation[          , genome  8921] predictions:    9871/  10000 (98.71%), best:    9872/10000 (98.72%), error:       479.16153, best error:       421.90387 on epoch:    89, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 375.3521728516s, input_fired_time: 5.1799449921, output_fired_time: 4.8188176155, propagate_forward_time: 139.5472564697, propagate_backward_time: 220.1373291016, weight_update_time: 0.5232672095, other_time: 5.6688385010
epoch time: 29.7309589386s, input_fired_time: 0.6472949386, output_fired_time: 0.0000000000, propagate_forward_time: 28.0611343384, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0225296021
validation[          , genome  8921] predictions:    9869/  10000 (98.69%), best:    9872/10000 (98.72%), error:       448.60852, best error:       421.90387 on epoch:    89, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 374.6857910156s, input_fired_time: 5.2417263985, output_fired_time: 4.8107776642, propagate_forward_time: 139.2980804443, propagate_backward_time: 219.5329437256, weight_update_time: 0.5243439078, other_time: 5.8022460938
epoch time: 29.5358963013s, input_fired_time: 0.6432814598, output_fired_time: 0.0000000000, propagate_forward_time: 27.8691635132, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0234508514
validation[          , genome  8921] predictions:    9840/  10000 (98.40%), best:    9872/10000 (98.72%), error:       573.60223, best error:       421.90387 on epoch:    89, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 374.2836303711s, input_fired_time: 5.1448888779, output_fired_time: 4.7872133255, propagate_forward_time: 139.4683685303, propagate_backward_time: 219.3285675049, weight_update_time: 0.5138950348, other_time: 5.5545959473
epoch time: 29.4822597504s, input_fired_time: 0.6360966563, output_fired_time: 0.0000000000, propagate_forward_time: 27.8716106415, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9745521545
validation[          , genome  8921] predictions:    9871/  10000 (98.71%), best:    9872/10000 (98.72%), error:       436.93961, best error:       421.90387 on epoch:    89, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 373.9868469238s, input_fired_time: 5.1553993225, output_fired_time: 4.8022418022, propagate_forward_time: 139.2360534668, propagate_backward_time: 219.1679840088, weight_update_time: 0.5198684335, other_time: 5.6251678467
epoch time: 29.5132064819s, input_fired_time: 0.6323865652, output_fired_time: 0.0000000000, propagate_forward_time: 27.9027729034, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9780464172
validation[          , genome  8921] predictions:    9857/  10000 (98.57%), best:    9872/10000 (98.72%), error:       474.44855, best error:       421.90387 on epoch:    89, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 374.7554626465s, input_fired_time: 5.2117838860, output_fired_time: 4.8191032410, propagate_forward_time: 139.4022064209, propagate_backward_time: 219.6131286621, weight_update_time: 0.5227746367, other_time: 5.7092437744
epoch time: 29.6262454987s, input_fired_time: 0.6407572627, output_fired_time: 0.0000000000, propagate_forward_time: 28.0019531250, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9835357666
validation[          , genome  8921] predictions:    9851/  10000 (98.51%), best:    9872/10000 (98.72%), error:       505.97147, best error:       421.90387 on epoch:    89, 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: 147.8725128174s, input_fired_time: 3.2038688660, output_fired_time: 0.0000000000, propagate_forward_time: 139.7121582031, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.9564819336
best training[          , genome  8921] predictions:   49986/  50000 (99.97%), best:    9872/10000 (98.72%), error:       262.06519, best error:       421.90387 on epoch:    89, 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: 29.6976413727s, input_fired_time: 0.6351166964, output_fired_time: 0.0000000000, propagate_forward_time: 28.0726146698, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9899101257
   testing[          , genome  8921] predictions:    9876/  10000 (98.76%), best:    9872/10000 (98.72%), error:       393.81866, best error:       421.90387 on epoch:    89, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
20:16:00 (4616): called boinc_finish(0)

</stderr_txt>
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