Nameexact_genome_1512568488_44_7010_1
Workunit2606378
Created7 Dec 2017, 23:16:57 UTC
Sent7 Dec 2017, 23:24:15 UTC
Report deadline18 Dec 2017, 16:45:11 UTC
Received8 Dec 2017, 9:24:17 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID67677
Run time3 hours 0 min 56 sec
CPU time3 hours 0 min 53 sec
Validate stateValid
Credit2,680.72
Device peak FLOPS4.04 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size152.82 MB
Peak swap size154.58 MB
Peak disk usage1.26 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
.7384625077, learning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 96.8772811890s, input_fired_time: 1.5195610523, output_fired_time: 0.9856633544, propagate_forward_time: 35.8130302429, propagate_backward_time: 56.1194953918, weight_update_time: 0.0878376812, other_time: 2.4395294189
epoch time: 7.9929409027s, input_fired_time: 0.1636675596, output_fired_time: 0.0000000000, propagate_forward_time: 7.4023790359, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4268941879
validation[          , genome  7010] predictions:    9757/  10000 (97.57%), best:    9752/10000 (97.52%), error:       847.34088, best error:       833.36157 on epoch:    10, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 102.0283355713s, input_fired_time: 1.5625836849, output_fired_time: 1.0287587643, propagate_forward_time: 37.8440132141, propagate_backward_time: 58.9765739441, weight_update_time: 0.0941182151, other_time: 2.6164093018
epoch time: 9.3745670319s, input_fired_time: 0.1850748211, output_fired_time: 0.0000000000, propagate_forward_time: 8.6972570419, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4922351837
validation[          , genome  7010] predictions:    9720/  10000 (97.20%), best:    9752/10000 (97.52%), error:       903.21265, best error:       833.36157 on epoch:    10, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 105.0779418945s, input_fired_time: 1.6049572229, output_fired_time: 1.0539335012, propagate_forward_time: 38.9385719299, propagate_backward_time: 60.6098403931, weight_update_time: 0.0970123410, other_time: 2.8706398010
epoch time: 8.2783756256s, input_fired_time: 0.1728219092, output_fired_time: 0.0000000000, propagate_forward_time: 7.6094942093, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4960594177
validation[          , genome  7010] predictions:    9723/  10000 (97.23%), best:    9752/10000 (97.52%), error:       872.54523, best error:       833.36157 on epoch:    10, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 101.5295333862s, input_fired_time: 1.5775628090, output_fired_time: 1.0252574682, propagate_forward_time: 37.6019248962, propagate_backward_time: 58.6825180054, weight_update_time: 0.1156218052, other_time: 2.6422691345
epoch time: 8.7355232239s, input_fired_time: 0.1725297868, output_fired_time: 0.0000000000, propagate_forward_time: 8.1111478806, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4518451691
validation[          , genome  7010] predictions:    9711/  10000 (97.11%), best:    9752/10000 (97.52%), error:       900.61743, best error:       833.36157 on epoch:    10, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 103.1508102417s, input_fired_time: 1.5771678686, output_fired_time: 1.0442630053, propagate_forward_time: 38.4657058716, propagate_backward_time: 59.4951782227, weight_update_time: 0.0939213037, other_time: 2.5684890747
epoch time: 8.2928180695s, input_fired_time: 0.1655684859, output_fired_time: 0.0000000000, propagate_forward_time: 7.6950068474, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4322428703
validation[          , genome  7010] predictions:    9739/  10000 (97.39%), best:    9752/10000 (97.52%), error:       853.52417, best error:       833.36157 on epoch:    10, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 100.0758743286s, input_fired_time: 1.5590833426, output_fired_time: 1.0116051435, propagate_forward_time: 36.8706893921, propagate_backward_time: 58.1585159302, weight_update_time: 0.1102671251, other_time: 2.4759826660
epoch time: 7.5989332199s, input_fired_time: 0.1613572091, output_fired_time: 0.0000000000, propagate_forward_time: 7.0143485069, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4232273102
validation[          , genome  7010] predictions:    9730/  10000 (97.30%), best:    9752/10000 (97.52%), error:       918.92950, best error:       833.36157 on epoch:    10, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 99.9214019775s, input_fired_time: 1.5474704504, output_fired_time: 1.0055501461, propagate_forward_time: 37.0792922974, propagate_backward_time: 57.8763389587, weight_update_time: 0.0917203128, other_time: 2.4127540588
epoch time: 8.3765764236s, input_fired_time: 0.1617003828, output_fired_time: 0.0000000000, propagate_forward_time: 7.7914266586, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4234495163
validation[          , genome  7010] predictions:    9752/  10000 (97.52%), best:    9752/10000 (97.52%), error:       813.59888, best error:       813.59888 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 99.7059402466s, input_fired_time: 1.5225312710, output_fired_time: 1.0005590916, propagate_forward_time: 36.9818611145, propagate_backward_time: 57.7407913208, weight_update_time: 0.0922498628, other_time: 2.4602012634
epoch time: 8.1124944687s, input_fired_time: 0.1631653905, output_fired_time: 0.0000000000, propagate_forward_time: 7.5180449486, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4312839508
validation[          , genome  7010] predictions:    9690/  10000 (96.90%), best:    9752/10000 (97.52%), error:       966.42816, best error:       813.59888 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 101.3726043701s, input_fired_time: 1.5242705345, output_fired_time: 1.0142297745, propagate_forward_time: 37.6334495544, propagate_backward_time: 58.8276023865, weight_update_time: 0.0908319578, other_time: 2.3730545044
epoch time: 7.5985002518s, input_fired_time: 0.1496106833, output_fired_time: 0.0000000000, propagate_forward_time: 7.0550765991, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3938131332
validation[          , genome  7010] predictions:    9683/  10000 (96.83%), best:    9752/10000 (97.52%), error:      1034.24268, best error:       813.59888 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 98.3595123291s, input_fired_time: 1.4989925623, output_fired_time: 0.9923770428, propagate_forward_time: 36.4619598389, propagate_backward_time: 57.1173400879, weight_update_time: 0.0880076513, other_time: 2.2888412476
epoch time: 7.6583948135s, input_fired_time: 0.1576666534, output_fired_time: 0.0000000000, propagate_forward_time: 7.0961403847, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4045877457
validation[          , genome  7010] predictions:    9738/  10000 (97.38%), best:    9752/10000 (97.52%), error:       851.40930, best error:       813.59888 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 99.1104202271s, input_fired_time: 1.5132277012, output_fired_time: 1.0028139353, propagate_forward_time: 36.8234825134, propagate_backward_time: 57.4342308044, weight_update_time: 0.0900448114, other_time: 2.3366622925
epoch time: 7.5594282150s, input_fired_time: 0.1586077362, output_fired_time: 0.0000000000, propagate_forward_time: 6.9930348396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4077854156
validation[          , genome  7010] predictions:    9721/  10000 (97.21%), best:    9752/10000 (97.52%), error:       868.65570, best error:       813.59888 on epoch:    20, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 98.4925994873s, input_fired_time: 1.5229979753, output_fired_time: 0.9891507030, propagate_forward_time: 36.6352958679, propagate_backward_time: 56.9788856506, weight_update_time: 0.0912568271, other_time: 2.3662719727
epoch time: 7.6496701241s, input_fired_time: 0.1607834697, output_fired_time: 0.0000000000, propagate_forward_time: 7.0728611946, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4160256386
validation[          , genome  7010] predictions:    9728/  10000 (97.28%), best:    9752/10000 (97.52%), error:       868.15778, best error:       813.59888 on epoch:    20, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 96.5662536621s, input_fired_time: 1.5115129948, output_fired_time: 0.9691928029, propagate_forward_time: 35.6110954285, propagate_backward_time: 56.0624732971, weight_update_time: 0.0937819332, other_time: 2.4119796753
epoch time: 7.5576162338s, input_fired_time: 0.1568145007, output_fired_time: 0.0000000000, propagate_forward_time: 6.9921245575, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4086771011
validation[          , genome  7010] predictions:    9719/  10000 (97.19%), best:    9752/10000 (97.52%), error:       841.02661, best error:       813.59888 on epoch:    20, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 103.0651092529s, input_fired_time: 1.5549209118, output_fired_time: 1.0282546282, propagate_forward_time: 38.3227043152, propagate_backward_time: 59.6904411316, weight_update_time: 0.0935788602, other_time: 2.4687881470
epoch time: 8.4714994431s, input_fired_time: 0.1652303487, output_fired_time: 0.0000000000, propagate_forward_time: 7.8746261597, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4316425323
validation[          , genome  7010] predictions:    9700/  10000 (97.00%), best:    9752/10000 (97.52%), error:       923.83875, best error:       813.59888 on epoch:    20, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 100.3206329346s, input_fired_time: 1.5151250362, output_fired_time: 1.0076941252, propagate_forward_time: 37.2621345520, propagate_backward_time: 58.2002868652, weight_update_time: 0.0896840692, other_time: 2.3353996277
epoch time: 7.7015185356s, input_fired_time: 0.1547817737, output_fired_time: 0.0000000000, propagate_forward_time: 7.1488938332, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3978428841
validation[          , genome  7010] predictions:    9750/  10000 (97.50%), best:    9750/10000 (97.50%), error:       795.63434, best error:       795.63434 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 103.3962173462s, input_fired_time: 1.5439474583, output_fired_time: 1.0279347897, propagate_forward_time: 38.4873657227, propagate_backward_time: 59.9394912720, weight_update_time: 0.0931269526, other_time: 2.3974838257
epoch time: 7.8380594254s, input_fired_time: 0.1551578045, output_fired_time: 0.0000000000, propagate_forward_time: 7.2807207108, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4021806717
validation[          , genome  7010] predictions:    9745/  10000 (97.45%), best:    9745/10000 (97.45%), error:       793.60394, best error:       793.60394 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 98.7692642212s, input_fired_time: 1.5009711981, output_fired_time: 0.9914178252, propagate_forward_time: 36.5703353882, propagate_backward_time: 57.4309577942, weight_update_time: 0.0878681242, other_time: 2.2755851746
epoch time: 7.8108391762s, input_fired_time: 0.1574813873, output_fired_time: 0.0000000000, propagate_forward_time: 7.2473750114, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4059829712
validation[          , genome  7010] predictions:    9730/  10000 (97.30%), best:    9745/10000 (97.45%), error:       866.09717, best error:       793.60394 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 97.8952178955s, input_fired_time: 1.4959645271, output_fired_time: 0.9862335920, propagate_forward_time: 36.3250999451, propagate_backward_time: 56.8227996826, weight_update_time: 0.0877383500, other_time: 2.2651176453
epoch time: 7.8399949074s, input_fired_time: 0.1548562199, output_fired_time: 0.0000000000, propagate_forward_time: 7.2768559456, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4082827568
validation[          , genome  7010] predictions:    9732/  10000 (97.32%), best:    9745/10000 (97.45%), error:       863.25958, best error:       793.60394 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 101.1240539551s, input_fired_time: 1.5645586252, output_fired_time: 1.0224401951, propagate_forward_time: 37.5368690491, propagate_backward_time: 58.4841880798, weight_update_time: 0.0964630321, other_time: 2.5159988403
epoch time: 8.1497440338s, input_fired_time: 0.1608530581, output_fired_time: 0.0000000000, propagate_forward_time: 7.5731420517, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4157490730
validation[          , genome  7010] predictions:    9727/  10000 (97.27%), best:    9745/10000 (97.45%), error:       856.06494, best error:       793.60394 on epoch:    29, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 101.0451354980s, input_fired_time: 1.5279700756, output_fired_time: 1.0175486803, propagate_forward_time: 37.5401344299, propagate_backward_time: 58.5886154175, weight_update_time: 0.0904581323, other_time: 2.3708686829
epoch time: 7.5564646721s, input_fired_time: 0.1535315216, output_fired_time: 0.0000000000, propagate_forward_time: 7.0072517395, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3956813812
validation[          , genome  7010] predictions:    9740/  10000 (97.40%), best:    9745/10000 (97.45%), error:       822.37817, best error:       793.60394 on epoch:    29, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 104.1567230225s, input_fired_time: 1.5830721855, output_fired_time: 1.0420759916, propagate_forward_time: 38.8535995483, propagate_backward_time: 60.1941490173, weight_update_time: 0.0945482478, other_time: 2.4838294983
epoch time: 7.6805372238s, input_fired_time: 0.1528654844, output_fired_time: 0.0000000000, propagate_forward_time: 7.1312847137, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3963871002
validation[          , genome  7010] predictions:    9740/  10000 (97.40%), best:    9745/10000 (97.45%), error:       804.51947, best error:       793.60394 on epoch:    29, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 96.5296859741s, input_fired_time: 1.5126932859, output_fired_time: 0.9725749493, propagate_forward_time: 35.7153701782, propagate_backward_time: 55.9349555969, weight_update_time: 0.0918517783, other_time: 2.3940925598
epoch time: 7.7614288330s, input_fired_time: 0.1636515707, output_fired_time: 0.0000000000, propagate_forward_time: 7.1823730469, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4154043198
validation[          , genome  7010] predictions:    9734/  10000 (97.34%), best:    9745/10000 (97.45%), error:       856.77972, best error:       793.60394 on epoch:    29, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 95.2314758301s, input_fired_time: 1.5063831806, output_fired_time: 0.9617925286, propagate_forward_time: 35.2138862610, propagate_backward_time: 55.1607208252, weight_update_time: 0.0931957364, other_time: 2.3886909485
epoch time: 7.5666184425s, input_fired_time: 0.1579638124, output_fired_time: 0.0000000000, propagate_forward_time: 6.9991464615, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4095082283
validation[          , genome  7010] predictions:    9749/  10000 (97.49%), best:    9749/10000 (97.49%), error:       789.47705, best error:       789.47705 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 96.2808685303s, input_fired_time: 1.5129119158, output_fired_time: 0.9710057378, propagate_forward_time: 35.6321640015, propagate_backward_time: 55.7503204346, weight_update_time: 0.0936299637, other_time: 2.4144668579
epoch time: 8.8694562912s, input_fired_time: 0.1771470159, output_fired_time: 0.0000000000, propagate_forward_time: 8.2365531921, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4557561874
validation[          , genome  7010] predictions:    9736/  10000 (97.36%), best:    9749/10000 (97.49%), error:       812.42523, best error:       789.47705 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 96.3426437378s, input_fired_time: 1.5138529539, output_fired_time: 0.9775191545, propagate_forward_time: 35.5762443542, propagate_backward_time: 55.8747558594, weight_update_time: 0.0936283469, other_time: 2.4002723694
epoch time: 7.6434698105s, input_fired_time: 0.1554019302, output_fired_time: 0.0000000000, propagate_forward_time: 7.0914535522, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3966145515
validation[          , genome  7010] predictions:    9742/  10000 (97.42%), best:    9742/10000 (97.42%), error:       761.94427, best error:       761.94427 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 102.9793090820s, input_fired_time: 1.5497398376, output_fired_time: 1.0328412056, propagate_forward_time: 38.3876457214, propagate_backward_time: 59.6119422913, weight_update_time: 0.0916176513, other_time: 2.3971328735
epoch time: 9.0118885040s, input_fired_time: 0.1749864966, output_fired_time: 0.0000000000, propagate_forward_time: 8.3863744736, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4505271912
validation[          , genome  7010] predictions:    9748/  10000 (97.48%), best:    9742/10000 (97.42%), error:       819.95618, best error:       761.94427 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 102.4496765137s, input_fired_time: 1.5465883017, output_fired_time: 1.0240265131, propagate_forward_time: 38.1611633301, propagate_backward_time: 59.3554306030, weight_update_time: 0.0920183435, other_time: 2.3624725342
epoch time: 7.8030776978s, input_fired_time: 0.1613517404, output_fired_time: 0.0000000000, propagate_forward_time: 7.2264943123, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4152317047
validation[          , genome  7010] predictions:    9776/  10000 (97.76%), best:    9776/10000 (97.76%), error:       746.38867, best error:       746.38867 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 98.0016937256s, input_fired_time: 1.5475072861, output_fired_time: 0.9817495942, propagate_forward_time: 36.2187767029, propagate_backward_time: 56.8232574463, weight_update_time: 0.0939329267, other_time: 2.4304008484
epoch time: 7.5470905304s, input_fired_time: 0.1510920972, output_fired_time: 0.0000000000, propagate_forward_time: 7.0048208237, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3911776543
validation[          , genome  7010] predictions:    9756/  10000 (97.56%), best:    9776/10000 (97.76%), error:       848.57599, best error:       746.38867 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 97.5752029419s, input_fired_time: 1.5368616581, output_fired_time: 0.9800366163, propagate_forward_time: 36.1538200378, propagate_backward_time: 56.5378913879, weight_update_time: 0.0911279395, other_time: 2.3665924072
epoch time: 7.6617293358s, input_fired_time: 0.1550971866, output_fired_time: 0.0000000000, propagate_forward_time: 7.1068377495, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3997945786
validation[          , genome  7010] predictions:    9761/  10000 (97.61%), best:    9776/10000 (97.76%), error:       821.98309, best error:       746.38867 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 98.0544128418s, input_fired_time: 1.5088454485, output_fired_time: 0.9815448523, propagate_forward_time: 36.3320159912, propagate_backward_time: 56.9201126099, weight_update_time: 0.0888134241, other_time: 2.3118972778
epoch time: 7.5898194313s, input_fired_time: 0.1604110450, output_fired_time: 0.0000000000, propagate_forward_time: 7.0215644836, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4078440666
validation[          , genome  7010] predictions:    9740/  10000 (97.40%), best:    9776/10000 (97.76%), error:       819.81665, best error:       746.38867 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 98.0162353516s, input_fired_time: 1.5151928663, output_fired_time: 0.9851740599, propagate_forward_time: 36.4482154846, propagate_backward_time: 56.7027091980, weight_update_time: 0.0905079469, other_time: 2.3649444580
epoch time: 7.9085741043s, input_fired_time: 0.1570702493, output_fired_time: 0.0000000000, propagate_forward_time: 7.3420186043, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4094853401
validation[          , genome  7010] predictions:    9693/  10000 (96.93%), best:    9776/10000 (97.76%), error:       933.99567, best error:       746.38867 on epoch:    40, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 104.7978286743s, input_fired_time: 1.5562213659, output_fired_time: 1.0477664471, propagate_forward_time: 38.9640274048, propagate_backward_time: 60.8053703308, weight_update_time: 0.0927352831, other_time: 2.4244422913
epoch time: 7.8304200172s, input_fired_time: 0.1616075635, output_fired_time: 0.0000000000, propagate_forward_time: 7.2537899017, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4150223732
validation[          , genome  7010] predictions:    9702/  10000 (97.02%), best:    9776/10000 (97.76%), error:       932.29602, best error:       746.38867 on epoch:    40, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 103.2901229858s, input_fired_time: 1.5550997257, output_fired_time: 1.0395165682, propagate_forward_time: 38.4428939819, propagate_backward_time: 59.8562698364, weight_update_time: 0.0930560008, other_time: 2.3963394165
epoch time: 8.2409934998s, input_fired_time: 0.1638374627, output_fired_time: 0.0000000000, propagate_forward_time: 7.6369800568, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4401760101
validation[          , genome  7010] predictions:    9730/  10000 (97.30%), best:    9776/10000 (97.76%), error:       852.58154, best error:       746.38867 on epoch:    40, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 99.6685256958s, input_fired_time: 1.5385724306, output_fired_time: 1.0168561935, propagate_forward_time: 36.6786613464, propagate_backward_time: 58.0092048645, weight_update_time: 0.0939997509, other_time: 2.4252319336
epoch time: 7.8880486488s, input_fired_time: 0.1660713702, output_fired_time: 0.0000000000, propagate_forward_time: 7.2963914871, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4255857468
validation[          , genome  7010] predictions:    9702/  10000 (97.02%), best:    9776/10000 (97.76%), error:       951.79865, best error:       746.38867 on epoch:    40, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 98.2037048340s, input_fired_time: 1.5280162096, output_fired_time: 0.9861866832, propagate_forward_time: 36.3270645142, propagate_backward_time: 56.9644508362, weight_update_time: 0.0918076411, other_time: 2.3979911804
epoch time: 7.5572729111s, input_fired_time: 0.1525198668, output_fired_time: 0.0000000000, propagate_forward_time: 7.0108513832, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3939018250
validation[          , genome  7010] predictions:    9764/  10000 (97.64%), best:    9764/10000 (97.64%), error:       728.53503, best error:       728.53503 on epoch:    48, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 96.7709884644s, input_fired_time: 1.5155113935, output_fired_time: 0.9765813947, propagate_forward_time: 35.8301544189, propagate_backward_time: 56.1008949280, weight_update_time: 0.0911563411, other_time: 2.3478507996
epoch time: 7.5915255547s, input_fired_time: 0.1647029668, output_fired_time: 0.0000000000, propagate_forward_time: 7.0109643936, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4158582687
validation[          , genome  7010] predictions:    9765/  10000 (97.65%), best:    9764/10000 (97.64%), error:       757.47003, best error:       728.53503 on epoch:    48, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 100.9872665405s, input_fired_time: 1.5410833359, output_fired_time: 1.0135204792, propagate_forward_time: 37.5915451050, propagate_backward_time: 58.4608421326, weight_update_time: 0.0914008841, other_time: 2.3802757263
epoch time: 7.8767404556s, input_fired_time: 0.1590658426, output_fired_time: 0.0000000000, propagate_forward_time: 7.3102979660, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4073767662
validation[          , genome  7010] predictions:    9737/  10000 (97.37%), best:    9764/10000 (97.64%), error:       876.49164, best error:       728.53503 on epoch:    48, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 101.1366958618s, input_fired_time: 1.5292286873, output_fired_time: 1.0153368711, propagate_forward_time: 37.5851593018, propagate_backward_time: 58.6727752686, weight_update_time: 0.0900592953, other_time: 2.3341979980
epoch time: 7.7557806969s, input_fired_time: 0.1586353630, output_fired_time: 0.0000000000, propagate_forward_time: 7.1926608086, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4044847488
validation[          , genome  7010] predictions:    9786/  10000 (97.86%), best:    9786/10000 (97.86%), error:       709.34015, best error:       709.34015 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 96.5441436768s, input_fired_time: 1.5040210485, output_fired_time: 0.9783597589, propagate_forward_time: 35.7997398376, propagate_backward_time: 55.9517517090, weight_update_time: 0.0891557112, other_time: 2.3102684021
epoch time: 7.5633435249s, input_fired_time: 0.1602304280, output_fired_time: 0.0000000000, propagate_forward_time: 6.9942107201, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4089021683
validation[          , genome  7010] predictions:    9760/  10000 (97.60%), best:    9786/10000 (97.86%), error:       784.64062, best error:       709.34015 on epoch:    51, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 96.0614929199s, input_fired_time: 1.5321964025, output_fired_time: 0.9773210287, propagate_forward_time: 35.5043830872, propagate_backward_time: 55.6274414062, weight_update_time: 0.0932419971, other_time: 2.4201545715
epoch time: 7.7492771149s, input_fired_time: 0.1590657234, output_fired_time: 0.0000000000, propagate_forward_time: 7.1854171753, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4047942162
validation[          , genome  7010] predictions:    9709/  10000 (97.09%), best:    9786/10000 (97.86%), error:       915.84296, best error:       709.34015 on epoch:    51, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 99.0900726318s, input_fired_time: 1.5509433746, output_fired_time: 1.0127016306, propagate_forward_time: 36.7442893982, propagate_backward_time: 57.4346008301, weight_update_time: 0.0903039128, other_time: 2.3475379944
epoch time: 7.7078795433s, input_fired_time: 0.1587865949, output_fired_time: 0.0000000000, propagate_forward_time: 7.1475567818, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4015359879
validation[          , genome  7010] predictions:    9748/  10000 (97.48%), best:    9786/10000 (97.86%), error:       786.37518, best error:       709.34015 on epoch:    51, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 98.2834243774s, input_fired_time: 1.5523034334, output_fired_time: 0.9904994369, propagate_forward_time: 36.3135185242, propagate_backward_time: 57.0200347900, weight_update_time: 0.0929759666, other_time: 2.4070625305
epoch time: 7.7509765625s, input_fired_time: 0.1632627398, output_fired_time: 0.0000000000, propagate_forward_time: 7.1727380753, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4149756432
validation[          , genome  7010] predictions:    9739/  10000 (97.39%), best:    9786/10000 (97.86%), error:       858.05157, best error:       709.34015 on epoch:    51, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 101.2957992554s, input_fired_time: 1.5376552343, output_fired_time: 1.0154477358, propagate_forward_time: 37.6324348450, propagate_backward_time: 58.7281188965, weight_update_time: 0.0904247239, other_time: 2.3821372986
epoch time: 9.6129331589s, input_fired_time: 0.1809960008, output_fired_time: 0.0000000000, propagate_forward_time: 8.9664869308, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4654502869
validation[          , genome  7010] predictions:    9756/  10000 (97.56%), best:    9786/10000 (97.86%), error:       752.00824, best error:       709.34015 on epoch:    51, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 99.1965942383s, input_fired_time: 1.5383915901, output_fired_time: 1.0018450022, propagate_forward_time: 36.7578811646, propagate_backward_time: 57.5099220276, weight_update_time: 0.0909216031, other_time: 2.3885536194
epoch time: 8.3559093475s, input_fired_time: 0.1673511565, output_fired_time: 0.0000000000, propagate_forward_time: 7.7631692886, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4253892899
validation[          , genome  7010] predictions:    9771/  10000 (97.71%), best:    9786/10000 (97.86%), error:       739.16388, best error:       709.34015 on epoch:    51, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 97.6416931152s, input_fired_time: 1.5330479145, output_fired_time: 0.9812492132, propagate_forward_time: 36.0240974426, propagate_backward_time: 56.6734428406, weight_update_time: 0.0929436833, other_time: 2.4298553467
epoch time: 8.0523519516s, input_fired_time: 0.1705292910, output_fired_time: 0.0000000000, propagate_forward_time: 7.4481892586, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4336333275
validation[          , genome  7010] predictions:    9745/  10000 (97.45%), best:    9786/10000 (97.86%), error:       841.80530, best error:       709.34015 on epoch:    51, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 97.3954849243s, input_fired_time: 1.5277166367, output_fired_time: 0.9805601835, propagate_forward_time: 36.0487442017, propagate_backward_time: 56.4341278076, weight_update_time: 0.0919267461, other_time: 2.4043350220
epoch time: 7.6697463989s, input_fired_time: 0.1599020809, output_fired_time: 0.0000000000, propagate_forward_time: 7.1013545990, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4084897041
validation[          , genome  7010] predictions:    9766/  10000 (97.66%), best:    9786/10000 (97.86%), error:       732.47180, best error:       709.34015 on epoch:    51, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 97.4247055054s, input_fired_time: 1.5271562338, output_fired_time: 0.9973375201, propagate_forward_time: 36.0046348572, propagate_backward_time: 56.4803810120, weight_update_time: 0.0932884812, other_time: 2.4151992798
epoch time: 7.6952581406s, input_fired_time: 0.1649066210, output_fired_time: 0.0000000000, propagate_forward_time: 7.1085224152, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4218292236
validation[          , genome  7010] predictions:    9704/  10000 (97.04%), best:    9786/10000 (97.86%), error:       974.01086, best error:       709.34015 on epoch:    51, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 96.6342010498s, input_fired_time: 1.5181783438, output_fired_time: 0.9776042104, propagate_forward_time: 35.7717857361, propagate_backward_time: 55.9484558105, weight_update_time: 0.0932046548, other_time: 2.4181709290
epoch time: 7.5783481598s, input_fired_time: 0.1599506885, output_fired_time: 0.0000000000, propagate_forward_time: 7.0081238747, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4102735519
validation[          , genome  7010] predictions:    9713/  10000 (97.13%), best:    9786/10000 (97.86%), error:       886.35138, best error:       709.34015 on epoch:    51, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 97.7222824097s, input_fired_time: 1.5499465466, output_fired_time: 0.9850707054, propagate_forward_time: 36.1096076965, propagate_backward_time: 56.5475425720, weight_update_time: 0.0933506191, other_time: 2.5301132202
epoch time: 8.4272565842s, input_fired_time: 0.1727267951, output_fired_time: 0.0000000000, propagate_forward_time: 7.8155498505, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4389801025
validation[          , genome  7010] predictions:    9736/  10000 (97.36%), best:    9786/10000 (97.86%), error:       859.34790, best error:       709.34015 on epoch:    51, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 101.9741058350s, input_fired_time: 1.5497903824, output_fired_time: 1.0252178907, propagate_forward_time: 37.9636726379, propagate_backward_time: 59.0697517395, weight_update_time: 0.0910887271, other_time: 2.3656768799
epoch time: 8.4368619919s, input_fired_time: 0.1685047150, output_fired_time: 0.0000000000, propagate_forward_time: 7.8493719101, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4189853668
validation[          , genome  7010] predictions:    9749/  10000 (97.49%), best:    9786/10000 (97.86%), error:       763.51709, best error:       709.34015 on epoch:    51, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 98.0396575928s, input_fired_time: 1.5932672024, output_fired_time: 1.0190131664, propagate_forward_time: 36.3416709900, propagate_backward_time: 56.6813125610, weight_update_time: 0.0934415683, other_time: 2.4043922424
epoch time: 7.6755084991s, input_fired_time: 0.1540843099, output_fired_time: 0.0000000000, propagate_forward_time: 7.1252059937, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3962182999
validation[          , genome  7010] predictions:    9766/  10000 (97.66%), best:    9786/10000 (97.86%), error:       746.01782, best error:       709.34015 on epoch:    51, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 98.2004470825s, input_fired_time: 1.5240492821, output_fired_time: 0.9839845300, propagate_forward_time: 36.3930091858, propagate_backward_time: 56.9845314026, weight_update_time: 0.0896728709, other_time: 2.3148727417
epoch time: 7.5350866318s, input_fired_time: 0.1531242281, output_fired_time: 0.0000000000, propagate_forward_time: 6.9907522202, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3912100792
validation[          , genome  7010] predictions:    9776/  10000 (97.76%), best:    9786/10000 (97.86%), error:       732.89014, best error:       709.34015 on epoch:    51, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 99.8888244629s, input_fired_time: 1.5540487766, output_fired_time: 0.9982382655, propagate_forward_time: 37.0534133911, propagate_backward_time: 57.9408416748, weight_update_time: 0.0905732661, other_time: 2.3422851562
epoch time: 7.6561732292s, input_fired_time: 0.1614592671, output_fired_time: 0.0000000000, propagate_forward_time: 7.0871481895, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4075655937
validation[          , genome  7010] predictions:    9776/  10000 (97.76%), best:    9786/10000 (97.86%), error:       745.07257, best error:       709.34015 on epoch:    51, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 97.0933914185s, input_fired_time: 1.5122478008, output_fired_time: 0.9847658277, propagate_forward_time: 36.0310783386, propagate_backward_time: 56.2608222961, weight_update_time: 0.0886914432, other_time: 2.3044815063
epoch time: 7.8648552895s, input_fired_time: 0.1594627500, output_fired_time: 0.0000000000, propagate_forward_time: 7.3023324013, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4030599594
validation[          , genome  7010] predictions:    9753/  10000 (97.53%), best:    9786/10000 (97.86%), error:       783.78998, best error:       709.34015 on epoch:    51, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 101.1251831055s, input_fired_time: 1.5372816324, output_fired_time: 1.0138616562, propagate_forward_time: 37.6651153564, propagate_backward_time: 58.5746421814, weight_update_time: 0.0902172253, other_time: 2.3342781067
epoch time: 7.7985601425s, input_fired_time: 0.1618883163, output_fired_time: 0.0000000000, propagate_forward_time: 7.2238049507, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4128670692
validation[          , genome  7010] predictions:    9732/  10000 (97.32%), best:    9786/10000 (97.86%), error:       856.90411, best error:       709.34015 on epoch:    51, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 103.1828613281s, input_fired_time: 1.5523149967, output_fired_time: 1.0306659937, propagate_forward_time: 38.3501167297, propagate_backward_time: 59.8960418701, weight_update_time: 0.0918144584, other_time: 2.3537254333
epoch time: 7.9403972626s, input_fired_time: 0.1613254249, output_fired_time: 0.0000000000, propagate_forward_time: 7.3700175285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4090542793
validation[          , genome  7010] predictions:    9775/  10000 (97.75%), best:    9786/10000 (97.86%), error:       729.51740, best error:       709.34015 on epoch:    51, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 97.3185806274s, input_fired_time: 1.5032482147, output_fired_time: 0.9878238440, propagate_forward_time: 36.1662750244, propagate_backward_time: 56.4124755859, weight_update_time: 0.0878567323, other_time: 2.2487564087
epoch time: 7.5703692436s, input_fired_time: 0.1594639868, output_fired_time: 0.0000000000, propagate_forward_time: 7.0054059029, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4054994583
validation[          , genome  7010] predictions:    9730/  10000 (97.30%), best:    9786/10000 (97.86%), error:       866.35803, best error:       709.34015 on epoch:    51, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 99.3277664185s, input_fired_time: 1.5375248194, output_fired_time: 0.9943697453, propagate_forward_time: 36.8203887939, propagate_backward_time: 57.5934371948, weight_update_time: 0.0934549049, other_time: 2.3820495605
epoch time: 7.6538095474s, input_fired_time: 0.1553061455, output_fired_time: 0.0000000000, propagate_forward_time: 7.1015043259, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3969988823
validation[          , genome  7010] predictions:    9748/  10000 (97.48%), best:    9786/10000 (97.86%), error:       821.74249, best error:       709.34015 on epoch:    51, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 96.3704986572s, input_fired_time: 1.5061933994, output_fired_time: 0.9696974754, propagate_forward_time: 35.5541687012, propagate_backward_time: 56.0046348572, weight_update_time: 0.0900421962, other_time: 2.3358039856
epoch time: 7.6867885590s, input_fired_time: 0.1612335145, output_fired_time: 0.0000000000, propagate_forward_time: 7.1159319878, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4096231461
validation[          , genome  7010] predictions:    9719/  10000 (97.19%), best:    9786/10000 (97.86%), error:       902.41064, best error:       709.34015 on epoch:    51, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 98.2248001099s, input_fired_time: 1.5298579931, output_fired_time: 0.9868891835, propagate_forward_time: 36.4249076843, propagate_backward_time: 56.8874549866, weight_update_time: 0.0924486294, other_time: 2.3956832886
epoch time: 7.6821522713s, input_fired_time: 0.1556281298, output_fired_time: 0.0000000000, propagate_forward_time: 7.1274614334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3990626335
validation[          , genome  7010] predictions:    9769/  10000 (97.69%), best:    9786/10000 (97.86%), error:       741.48145, best error:       709.34015 on epoch:    51, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 99.7103500366s, input_fired_time: 1.5209360123, output_fired_time: 0.9991606474, propagate_forward_time: 36.9745292664, propagate_backward_time: 57.8990936279, weight_update_time: 0.0893068388, other_time: 2.3166313171
epoch time: 8.5409574509s, input_fired_time: 0.1698065102, output_fired_time: 0.0000000000, propagate_forward_time: 7.9340467453, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4371042252
validation[          , genome  7010] predictions:    9773/  10000 (97.73%), best:    9786/10000 (97.86%), error:       742.69653, best error:       709.34015 on epoch:    51, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 101.4569778442s, input_fired_time: 1.5357093811, output_fired_time: 1.0083413124, propagate_forward_time: 37.6103782654, propagate_backward_time: 58.9613304138, weight_update_time: 0.0911298245, other_time: 2.3412170410
epoch time: 8.0361280441s, input_fired_time: 0.1606213003, output_fired_time: 0.0000000000, propagate_forward_time: 7.4630913734, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4124155045
validation[          , genome  7010] predictions:    9790/  10000 (97.90%), best:    9790/10000 (97.90%), error:       703.70361, best error:       703.70361 on epoch:    75, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 96.8673171997s, input_fired_time: 1.5260210037, output_fired_time: 0.9774622321, propagate_forward_time: 35.9135894775, propagate_backward_time: 56.0852966309, weight_update_time: 0.0922301114, other_time: 2.3649444580
epoch time: 7.9197044373s, input_fired_time: 0.1693678200, output_fired_time: 0.0000000000, propagate_forward_time: 7.3226718903, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4276647568
validation[          , genome  7010] predictions:    9717/  10000 (97.17%), best:    9790/10000 (97.90%), error:       884.38562, best error:       703.70361 on epoch:    75, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 98.2987213135s, input_fired_time: 1.5127623081, output_fired_time: 0.9836743474, propagate_forward_time: 36.4280662537, propagate_backward_time: 57.0826301575, weight_update_time: 0.0884874016, other_time: 2.2915878296
epoch time: 7.5782232285s, input_fired_time: 0.1637044400, output_fired_time: 0.0000000000, propagate_forward_time: 7.0018577576, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4126610756
validation[          , genome  7010] predictions:    9775/  10000 (97.75%), best:    9790/10000 (97.90%), error:       731.42157, best error:       703.70361 on epoch:    75, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 98.2430801392s, input_fired_time: 1.5782085657, output_fired_time: 0.9830015898, propagate_forward_time: 36.3762893677, propagate_backward_time: 56.9158058167, weight_update_time: 0.0902921930, other_time: 2.3897743225
epoch time: 7.6072392464s, input_fired_time: 0.1640500724, output_fired_time: 0.0000000000, propagate_forward_time: 7.0343666077, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4088225365
validation[          , genome  7010] predictions:    9715/  10000 (97.15%), best:    9790/10000 (97.90%), error:       936.53418, best error:       703.70361 on epoch:    75, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 98.7361907959s, input_fired_time: 1.5571030378, output_fired_time: 1.0119982958, propagate_forward_time: 36.5647125244, propagate_backward_time: 57.1306800842, weight_update_time: 0.1136680990, other_time: 2.4716911316
epoch time: 7.6256818771s, input_fired_time: 0.1591892838, output_fired_time: 0.0000000000, propagate_forward_time: 7.0555763245, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4109163284
validation[          , genome  7010] predictions:    9754/  10000 (97.54%), best:    9790/10000 (97.90%), error:       809.83221, best error:       703.70361 on epoch:    75, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 102.1299819946s, input_fired_time: 1.5631881952, output_fired_time: 1.0178444386, propagate_forward_time: 37.9349327087, propagate_backward_time: 59.1294174194, weight_update_time: 0.0940876082, other_time: 2.4846000671
epoch time: 7.5852141380s, input_fired_time: 0.1603821218, output_fired_time: 0.0000000000, propagate_forward_time: 7.0163197517, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4085121155
validation[          , genome  7010] predictions:    9727/  10000 (97.27%), best:    9790/10000 (97.90%), error:       857.20624, best error:       703.70361 on epoch:    75, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 99.5922393799s, input_fired_time: 1.5589152575, output_fired_time: 0.9967170358, propagate_forward_time: 36.9678192139, propagate_backward_time: 57.7050514221, weight_update_time: 0.0920510516, other_time: 2.3637351990
epoch time: 8.1062994003s, input_fired_time: 0.1636451632, output_fired_time: 0.0000000000, propagate_forward_time: 7.5297574997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4128966331
validation[          , genome  7010] predictions:    9774/  10000 (97.74%), best:    9790/10000 (97.90%), error:       732.71997, best error:       703.70361 on epoch:    75, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 99.8514175415s, input_fired_time: 1.5365573168, output_fired_time: 1.0119194984, propagate_forward_time: 36.9949340820, propagate_backward_time: 57.9506912231, weight_update_time: 0.0914997831, other_time: 2.3573150635
epoch time: 7.6949553490s, input_fired_time: 0.1679198742, output_fired_time: 0.0000000000, propagate_forward_time: 7.1122694016, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4147663116
validation[          , genome  7010] predictions:    9733/  10000 (97.33%), best:    9790/10000 (97.90%), error:       848.34955, best error:       703.70361 on epoch:    75, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 99.2033386230s, input_fired_time: 1.5765218735, output_fired_time: 0.9820480347, propagate_forward_time: 36.7485923767, propagate_backward_time: 57.5377388000, weight_update_time: 0.1103997827, other_time: 2.3584365845
epoch time: 8.0391588211s, input_fired_time: 0.1749122441, output_fired_time: 0.0000000000, propagate_forward_time: 7.4412174225, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4230289459
validation[          , genome  7010] predictions:    9778/  10000 (97.78%), best:    9790/10000 (97.90%), error:       746.63202, best error:       703.70361 on epoch:    75, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 98.0955276489s, input_fired_time: 1.5423704386, output_fired_time: 0.9874321818, propagate_forward_time: 36.1426429749, propagate_backward_time: 57.0003051758, weight_update_time: 0.0931650624, other_time: 2.4227714539
epoch time: 7.6341614723s, input_fired_time: 0.1625605226, output_fired_time: 0.0000000000, propagate_forward_time: 7.0582499504, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4133510590
validation[          , genome  7010] predictions:    9769/  10000 (97.69%), best:    9790/10000 (97.90%), error:       750.61591, best error:       703.70361 on epoch:    75, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 98.1222076416s, input_fired_time: 1.5451560020, output_fired_time: 0.9869229794, propagate_forward_time: 36.3916358948, propagate_backward_time: 56.6086502075, weight_update_time: 0.0928861350, other_time: 2.5898399353
epoch time: 7.6118125916s, input_fired_time: 0.1650709659, output_fired_time: 0.0000000000, propagate_forward_time: 7.0208754539, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4258661270
validation[          , genome  7010] predictions:    9735/  10000 (97.35%), best:    9790/10000 (97.90%), error:       840.27380, best error:       703.70361 on epoch:    75, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 99.7136383057s, input_fired_time: 1.5829602480, output_fired_time: 1.0062091351, propagate_forward_time: 36.9482955933, propagate_backward_time: 57.5358619690, weight_update_time: 0.0949342921, other_time: 2.6403083801
epoch time: 7.5702247620s, input_fired_time: 0.1636438668, output_fired_time: 0.0000000000, propagate_forward_time: 6.9989676476, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4076132774
validation[          , genome  7010] predictions:    9696/  10000 (96.96%), best:    9790/10000 (97.90%), error:      1000.80945, best error:       703.70361 on epoch:    75, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 100.6855316162s, input_fired_time: 1.5651633739, output_fired_time: 1.0076229572, propagate_forward_time: 37.4398345947, propagate_backward_time: 58.2486991882, weight_update_time: 0.0928304344, other_time: 2.4242134094
epoch time: 7.5595879555s, input_fired_time: 0.1624281257, output_fired_time: 0.0000000000, propagate_forward_time: 6.9907522202, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4064078331
validation[          , genome  7010] predictions:    9777/  10000 (97.77%), best:    9790/10000 (97.90%), error:       712.85779, best error:       703.70361 on epoch:    75, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 95.0739135742s, input_fired_time: 1.5186792612, output_fired_time: 0.9598994851, propagate_forward_time: 35.1184234619, propagate_backward_time: 55.1083564758, weight_update_time: 0.0930486396, other_time: 2.3685569763
epoch time: 7.5558409691s, input_fired_time: 0.1609067619, output_fired_time: 0.0000000000, propagate_forward_time: 6.9904317856, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4045023918
validation[          , genome  7010] predictions:    9729/  10000 (97.29%), best:    9790/10000 (97.90%), error:       822.07977, best error:       703.70361 on epoch:    75, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 96.3414688110s, input_fired_time: 1.5297558308, output_fired_time: 0.9707546830, propagate_forward_time: 35.6596641541, propagate_backward_time: 55.7918395996, weight_update_time: 0.0923014730, other_time: 2.3894538879
epoch time: 7.5638885498s, input_fired_time: 0.1648799330, output_fired_time: 0.0000000000, propagate_forward_time: 6.9926204681, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4063882828
validation[          , genome  7010] predictions:    9776/  10000 (97.76%), best:    9790/10000 (97.90%), error:       731.83301, best error:       703.70361 on epoch:    75, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 95.7257232666s, input_fired_time: 1.5269839764, output_fired_time: 0.9658749104, propagate_forward_time: 35.4188003540, propagate_backward_time: 55.4250564575, weight_update_time: 0.0935150534, other_time: 2.3890075684
epoch time: 7.6409821510s, input_fired_time: 0.1627947837, output_fired_time: 0.0000000000, propagate_forward_time: 7.0687146187, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4094729424
validation[          , genome  7010] predictions:    9771/  10000 (97.71%), best:    9790/10000 (97.90%), error:       743.60828, best error:       703.70361 on epoch:    75, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 97.6278610229s, input_fired_time: 1.5511492491, output_fired_time: 0.9836240411, propagate_forward_time: 36.0847816467, propagate_backward_time: 56.4515991211, weight_update_time: 0.0937374160, other_time: 2.5567054749
epoch time: 7.7410025597s, input_fired_time: 0.1652596742, output_fired_time: 0.0000000000, propagate_forward_time: 7.1564502716, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4192924500
validation[          , genome  7010] predictions:    9729/  10000 (97.29%), best:    9790/10000 (97.90%), error:       841.39465, best error:       703.70361 on epoch:    75, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 99.3054733276s, input_fired_time: 1.5515429974, output_fired_time: 1.0012958050, propagate_forward_time: 36.6887016296, propagate_backward_time: 57.5057792664, weight_update_time: 0.0944711193, other_time: 2.5581512451
epoch time: 7.7032365799s, input_fired_time: 0.1629452109, output_fired_time: 0.0000000000, propagate_forward_time: 7.1260471344, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4142441750
validation[          , genome  7010] predictions:    9772/  10000 (97.72%), best:    9790/10000 (97.90%), error:       779.80334, best error:       703.70361 on epoch:    75, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 97.0466156006s, input_fired_time: 1.5831544399, output_fired_time: 0.9785935879, propagate_forward_time: 35.9171943665, propagate_backward_time: 56.1518630981, weight_update_time: 0.0936153308, other_time: 2.4158134460
epoch time: 7.6503167152s, input_fired_time: 0.1632907540, output_fired_time: 0.0000000000, propagate_forward_time: 7.0787620544, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4082636833
validation[          , genome  7010] predictions:    9788/  10000 (97.88%), best:    9790/10000 (97.90%), error:       717.04224, best error:       703.70361 on epoch:    75, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 95.1142425537s, input_fired_time: 1.5281579494, output_fired_time: 0.9645674825, propagate_forward_time: 35.1432113647, propagate_backward_time: 55.1086692810, weight_update_time: 0.0929870382, other_time: 2.3696327209
epoch time: 7.5599188805s, input_fired_time: 0.1623864770, output_fired_time: 0.0000000000, propagate_forward_time: 6.9907841682, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4067482948
validation[          , genome  7010] predictions:    9775/  10000 (97.75%), best:    9790/10000 (97.90%), error:       727.95044, best error:       703.70361 on epoch:    75, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 95.3234558105s, input_fired_time: 1.5266758204, output_fired_time: 0.9708349109, propagate_forward_time: 35.2389602661, propagate_backward_time: 55.2148971558, weight_update_time: 0.0929869264, other_time: 2.3720932007
epoch time: 7.9792237282s, input_fired_time: 0.1683645546, output_fired_time: 0.0000000000, propagate_forward_time: 7.3774566650, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4334025383
validation[          , genome  7010] predictions:    9752/  10000 (97.52%), best:    9790/10000 (97.90%), error:       820.58661, best error:       703.70361 on epoch:    75, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 96.9009475708s, input_fired_time: 1.5137960911, output_fired_time: 0.9751293659, propagate_forward_time: 35.8964653015, propagate_backward_time: 56.2164535522, weight_update_time: 0.0893216655, other_time: 2.2991065979
epoch time: 7.5565047264s, input_fired_time: 0.1620044261, output_fired_time: 0.0000000000, propagate_forward_time: 6.9895977974, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4049024582
validation[          , genome  7010] predictions:    9756/  10000 (97.56%), best:    9790/10000 (97.90%), error:       758.28601, best error:       703.70361 on epoch:    75, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 96.3228454590s, input_fired_time: 1.5348082781, output_fired_time: 0.9915379882, propagate_forward_time: 35.5952911377, propagate_backward_time: 55.6941032410, weight_update_time: 0.0933823958, other_time: 2.5071067810
epoch time: 7.6123766899s, input_fired_time: 0.1663791835, output_fired_time: 0.0000000000, propagate_forward_time: 7.0241003036, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4218974113
validation[          , genome  7010] predictions:    9771/  10000 (97.71%), best:    9790/10000 (97.90%), error:       752.53119, best error:       703.70361 on epoch:    75, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 97.8926239014s, input_fired_time: 1.5416793823, output_fired_time: 0.9891765714, propagate_forward_time: 36.1568832397, propagate_backward_time: 56.6415596008, weight_update_time: 0.0937198773, other_time: 2.5633277893
epoch time: 7.5594372749s, input_fired_time: 0.1595182866, output_fired_time: 0.0000000000, propagate_forward_time: 6.9960122108, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4039068222
validation[          , genome  7010] predictions:    9730/  10000 (97.30%), best:    9790/10000 (97.90%), error:       888.64294, best error:       703.70361 on epoch:    75, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 96.4667663574s, input_fired_time: 1.5286762714, output_fired_time: 0.9703868032, propagate_forward_time: 35.7141571045, propagate_backward_time: 55.8545761108, weight_update_time: 0.0934832394, other_time: 2.3989639282
epoch time: 7.5783324242s, input_fired_time: 0.1653224826, output_fired_time: 0.0000000000, propagate_forward_time: 7.0020990372, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4109110832
validation[          , genome  7010] predictions:    9769/  10000 (97.69%), best:    9790/10000 (97.90%), error:       761.03790, best error:       703.70361 on epoch:    75, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 96.3541946411s, input_fired_time: 1.5335752964, output_fired_time: 0.9742807746, propagate_forward_time: 35.6650199890, propagate_backward_time: 55.8034362793, weight_update_time: 0.0921413079, other_time: 2.3778800964
epoch time: 7.5537395477s, input_fired_time: 0.1567999274, output_fired_time: 0.0000000000, propagate_forward_time: 7.0026631355, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3942766190
validation[          , genome  7010] predictions:    9752/  10000 (97.52%), best:    9790/10000 (97.90%), error:       775.67700, best error:       703.70361 on epoch:    75, 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: 38.4076995850s, input_fired_time: 0.7823349237, output_fired_time: 0.0000000000, propagate_forward_time: 35.6056137085, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0197525024
best training[          , genome  7010] predictions:   49742/  50000 (99.48%), best:    9790/10000 (97.90%), error:      1155.91370, best error:       703.70361 on epoch:    75, 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: 8.0754280090s, input_fired_time: 0.1596070975, output_fired_time: 0.0000000000, propagate_forward_time: 7.4930534363, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4227676392
   testing[          , genome  7010] predictions:    9802/  10000 (98.02%), best:    9790/10000 (97.90%), error:       641.73395, best error:       703.70361 on epoch:    75, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
09:24:04 (1000): called boinc_finish(0)

</stderr_txt>
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