Nameexact_genome_1518178202_56_18393_0
Workunit2992706
Created9 Feb 2018, 19:46:51 UTC
Sent9 Feb 2018, 20:16:49 UTC
Report deadline27 Mar 2018, 21:49:15 UTC
Received13 Feb 2018, 14:11:40 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID75310
Run time16 hours 41 min 37 sec
CPU time16 hours 41 min 37 sec
Validate stateInitial
Credit0.00
Device peak FLOPS3.67 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size175.09 MB
Peak swap size177.51 MB
Peak disk usage2.50 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
time: 37.9875946045, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7538299561
validation[          , genome 18393] predictions:    9817/  10000 (98.17%), best:    9863/10000 (98.63%), error:       556.10297, best error:       439.52710 on epoch:     5, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 537.9630126953s, input_fired_time: 9.5433454514, output_fired_time: 6.3115305901, propagate_forward_time: 190.0945129395, propagate_backward_time: 322.3362731934, weight_update_time: 0.4686629772, other_time: 9.6773681641
epoch time: 40.7586097717s, input_fired_time: 0.9849641919, output_fired_time: 0.0000000000, propagate_forward_time: 38.0148391724, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7588081360
validation[          , genome 18393] predictions:    9840/  10000 (98.40%), best:    9863/10000 (98.63%), error:       500.85254, best error:       439.52710 on epoch:     5, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 538.1327514648s, input_fired_time: 9.5582542419, output_fired_time: 6.3230962753, propagate_forward_time: 190.0611724854, propagate_backward_time: 322.5077209473, weight_update_time: 0.4683106244, other_time: 9.6825256348
epoch time: 40.7139968872s, input_fired_time: 0.9872636795, output_fired_time: 0.0000000000, propagate_forward_time: 37.9717140198, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7550201416
validation[          , genome 18393] predictions:    9835/  10000 (98.35%), best:    9863/10000 (98.63%), error:       534.69897, best error:       439.52710 on epoch:     5, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 537.8184204102s, input_fired_time: 9.5432224274, output_fired_time: 6.3191943169, propagate_forward_time: 189.9272308350, propagate_backward_time: 322.3663940430, weight_update_time: 0.4678550065, other_time: 9.6623535156
epoch time: 40.6912536621s, input_fired_time: 0.9856210947, output_fired_time: 0.0000000000, propagate_forward_time: 37.9571609497, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7484703064
validation[          , genome 18393] predictions:    9850/  10000 (98.50%), best:    9863/10000 (98.63%), error:       458.68616, best error:       439.52710 on epoch:     5, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 537.2274169922s, input_fired_time: 9.5515003204, output_fired_time: 6.3011236191, propagate_forward_time: 189.9139556885, propagate_backward_time: 321.7935791016, weight_update_time: 0.4680231512, other_time: 9.6672363281
epoch time: 40.7010726929s, input_fired_time: 0.9817112088, output_fired_time: 0.0000000000, propagate_forward_time: 37.9648895264, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7544708252
validation[          , genome 18393] predictions:    9858/  10000 (98.58%), best:    9863/10000 (98.63%), error:       480.89316, best error:       439.52710 on epoch:     5, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 530.0765991211s, input_fired_time: 9.4082193375, output_fired_time: 6.2237548828, propagate_forward_time: 187.2486572266, propagate_backward_time: 317.6309509277, weight_update_time: 0.4624115825, other_time: 9.5650329590
epoch time: 40.6914291382s, input_fired_time: 0.9825657010, output_fired_time: 0.0000000000, propagate_forward_time: 37.9613342285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7475280762
validation[          , genome 18393] predictions:    9841/  10000 (98.41%), best:    9863/10000 (98.63%), error:       498.95203, best error:       439.52710 on epoch:     5, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 535.2700805664s, input_fired_time: 9.5307683945, output_fired_time: 6.2796053886, propagate_forward_time: 189.0970611572, propagate_backward_time: 320.7036743164, weight_update_time: 0.4662841260, other_time: 9.6589965820
epoch time: 40.7813529968s, input_fired_time: 0.9843786359, output_fired_time: 0.0000000000, propagate_forward_time: 38.0382080078, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7587661743
validation[          , genome 18393] predictions:    9835/  10000 (98.35%), best:    9863/10000 (98.63%), error:       518.43909, best error:       439.52710 on epoch:     5, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 536.6174926758s, input_fired_time: 9.5426273346, output_fired_time: 6.3020381927, propagate_forward_time: 189.5134429932, propagate_backward_time: 321.6044311523, weight_update_time: 0.4674246907, other_time: 9.6549682617
epoch time: 40.7261848450s, input_fired_time: 0.9896154404, output_fired_time: 0.0000000000, propagate_forward_time: 37.9812698364, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7552986145
validation[          , genome 18393] predictions:    9856/  10000 (98.56%), best:    9863/10000 (98.63%), error:       458.18594, best error:       439.52710 on epoch:     5, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 538.1127319336s, input_fired_time: 9.5796136856, output_fired_time: 6.3242955208, propagate_forward_time: 190.0181427002, propagate_backward_time: 322.5114135742, weight_update_time: 0.4681938291, other_time: 9.6793212891
epoch time: 40.8091850281s, input_fired_time: 1.0012251139, output_fired_time: 0.0000000000, propagate_forward_time: 38.0562477112, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7517127991
validation[          , genome 18393] predictions:    9838/  10000 (98.38%), best:    9863/10000 (98.63%), error:       508.91208, best error:       439.52710 on epoch:     5, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 537.9014282227s, input_fired_time: 9.5889997482, output_fired_time: 6.3194952011, propagate_forward_time: 189.9376068115, propagate_backward_time: 322.3797302246, weight_update_time: 0.4678438604, other_time: 9.6755676270
epoch time: 40.7417297363s, input_fired_time: 0.9929171205, output_fired_time: 0.0000000000, propagate_forward_time: 37.9925994873, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7562141418
validation[          , genome 18393] predictions:    9858/  10000 (98.58%), best:    9863/10000 (98.63%), error:       440.49399, best error:       439.52710 on epoch:     5, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 538.2031250000s, input_fired_time: 9.6013479233, output_fired_time: 6.3221850395, propagate_forward_time: 190.0614166260, propagate_backward_time: 322.5307312012, weight_update_time: 0.4682533443, other_time: 9.6874694824
epoch time: 40.8194656372s, input_fired_time: 1.0006140471, output_fired_time: 0.0000000000, propagate_forward_time: 38.0563545227, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7624969482
validation[          , genome 18393] predictions:    9803/  10000 (98.03%), best:    9863/10000 (98.63%), error:       619.48560, best error:       439.52710 on epoch:     5, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 537.7876586914s, input_fired_time: 9.5869998932, output_fired_time: 6.3067479134, propagate_forward_time: 190.0167999268, propagate_backward_time: 322.1959533691, weight_update_time: 0.4679458737, other_time: 9.6811828613
epoch time: 40.7349662781s, input_fired_time: 0.9868639708, output_fired_time: 0.0000000000, propagate_forward_time: 37.9883842468, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7597198486
validation[          , genome 18393] predictions:    9855/  10000 (98.55%), best:    9863/10000 (98.63%), error:       442.21707, best error:       439.52710 on epoch:     5, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 538.2008666992s, input_fired_time: 9.6003808975, output_fired_time: 6.3206992149, propagate_forward_time: 190.0276184082, propagate_backward_time: 322.4072570801, weight_update_time: 0.4730687737, other_time: 9.8449096680
epoch time: 40.7078819275s, input_fired_time: 0.9911739230, output_fired_time: 0.0000000000, propagate_forward_time: 37.9639739990, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7527351379
validation[          , genome 18393] predictions:    9861/  10000 (98.61%), best:    9863/10000 (98.63%), error:       480.73322, best error:       439.52710 on epoch:     5, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 538.0504150391s, input_fired_time: 9.6010494232, output_fired_time: 6.3232369423, propagate_forward_time: 190.0032196045, propagate_backward_time: 322.4341735840, weight_update_time: 0.4689887762, other_time: 9.6886901855
epoch time: 40.7593307495s, input_fired_time: 0.9957188964, output_fired_time: 0.0000000000, propagate_forward_time: 38.0011863708, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7624244690
validation[          , genome 18393] predictions:    9883/  10000 (98.83%), best:    9883/10000 (98.83%), error:       374.69186, best error:       374.69186 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 537.4647827148s, input_fired_time: 9.5897045135, output_fired_time: 6.3142294884, propagate_forward_time: 189.9037780762, propagate_backward_time: 321.9811401367, weight_update_time: 0.4683363140, other_time: 9.6759338379
epoch time: 40.7375335693s, input_fired_time: 1.0043295622, output_fired_time: 0.0000000000, propagate_forward_time: 37.9757270813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7574768066
validation[          , genome 18393] predictions:    9875/  10000 (98.75%), best:    9883/10000 (98.83%), error:       399.04950, best error:       374.69186 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 538.0893554688s, input_fired_time: 9.5956087112, output_fired_time: 6.3308901787, propagate_forward_time: 189.9299621582, propagate_backward_time: 322.5469055176, weight_update_time: 0.4685908854, other_time: 9.6860351562
epoch time: 40.7255172729s, input_fired_time: 0.9992204905, output_fired_time: 0.0000000000, propagate_forward_time: 37.9725837708, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7537117004
validation[          , genome 18393] predictions:    9869/  10000 (98.69%), best:    9883/10000 (98.83%), error:       434.06390, best error:       374.69186 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 538.1148071289s, input_fired_time: 9.6028909683, output_fired_time: 6.3314614296, propagate_forward_time: 189.9771118164, propagate_backward_time: 322.5120544434, weight_update_time: 0.4685482979, other_time: 9.6912536621
epoch time: 40.7322959900s, input_fired_time: 0.9965375662, output_fired_time: 0.0000000000, propagate_forward_time: 37.9775581360, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7582015991
validation[          , genome 18393] predictions:    9884/  10000 (98.84%), best:    9883/10000 (98.83%), error:       383.06879, best error:       374.69186 on epoch:    27, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 537.9105834961s, input_fired_time: 9.6144409180, output_fired_time: 6.3231167793, propagate_forward_time: 189.9665832520, propagate_backward_time: 322.3085327148, weight_update_time: 0.4688704610, other_time: 9.6979064941
epoch time: 40.7322654724s, input_fired_time: 1.0033972263, output_fired_time: 0.0000000000, propagate_forward_time: 37.9713096619, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7575569153
validation[          , genome 18393] predictions:    9896/  10000 (98.96%), best:    9896/10000 (98.96%), error:       351.51727, best error:       351.51727 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 537.5667724609s, input_fired_time: 9.6067619324, output_fired_time: 6.3082122803, propagate_forward_time: 189.8742675781, propagate_backward_time: 322.0738220215, weight_update_time: 0.4689018428, other_time: 9.7037048340
epoch time: 40.7270660400s, input_fired_time: 1.0030629635, output_fired_time: 0.0000000000, propagate_forward_time: 37.9708328247, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7531700134
validation[          , genome 18393] predictions:    9879/  10000 (98.79%), best:    9896/10000 (98.96%), error:       383.89417, best error:       351.51727 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 538.2433471680s, input_fired_time: 9.6299543381, output_fired_time: 6.3421282768, propagate_forward_time: 189.9367218018, propagate_backward_time: 322.6480102539, weight_update_time: 0.4683390260, other_time: 9.6865844727
epoch time: 40.7292404175s, input_fired_time: 0.9982436299, output_fired_time: 0.0000000000, propagate_forward_time: 37.9717674255, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7592277527
validation[          , genome 18393] predictions:    9896/  10000 (98.96%), best:    9896/10000 (98.96%), error:       348.26651, best error:       348.26651 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 538.1286621094s, input_fired_time: 9.6167287827, output_fired_time: 6.3302106857, propagate_forward_time: 189.9695892334, propagate_backward_time: 322.5235900879, weight_update_time: 0.4686131179, other_time: 9.6885681152
epoch time: 40.7268257141s, input_fired_time: 1.0011502504, output_fired_time: 0.0000000000, propagate_forward_time: 37.9673385620, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7583351135
validation[          , genome 18393] predictions:    9735/  10000 (97.35%), best:    9896/10000 (98.96%), error:       824.03625, best error:       348.26651 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 537.9473266602s, input_fired_time: 9.6276454926, output_fired_time: 6.3257298470, propagate_forward_time: 189.9160461426, propagate_backward_time: 322.3935241699, weight_update_time: 0.4685182869, other_time: 9.6843872070
epoch time: 40.7257461548s, input_fired_time: 0.9990094304, output_fired_time: 0.0000000000, propagate_forward_time: 37.9722862244, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7544517517
validation[          , genome 18393] predictions:    9856/  10000 (98.56%), best:    9896/10000 (98.96%), error:       459.20532, best error:       348.26651 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 537.7827148438s, input_fired_time: 9.6299037933, output_fired_time: 6.3287158012, propagate_forward_time: 189.8487396240, propagate_backward_time: 322.2948303223, weight_update_time: 0.4684654772, other_time: 9.6805114746
epoch time: 40.7401809692s, input_fired_time: 1.0054118633, output_fired_time: 0.0000000000, propagate_forward_time: 37.9739265442, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7608413696
validation[          , genome 18393] predictions:    9896/  10000 (98.96%), best:    9896/10000 (98.96%), error:       330.07773, best error:       330.07773 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 537.9475708008s, input_fired_time: 9.6306810379, output_fired_time: 6.3304839134, propagate_forward_time: 189.9999542236, propagate_backward_time: 322.2914733887, weight_update_time: 0.4699559808, other_time: 9.6949768066
epoch time: 40.7161865234s, input_fired_time: 0.9958654642, output_fired_time: 0.0000000000, propagate_forward_time: 37.9666900635, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7536315918
validation[          , genome 18393] predictions:    9886/  10000 (98.86%), best:    9896/10000 (98.96%), error:       355.28796, best error:       330.07773 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 537.8732910156s, input_fired_time: 9.6235780716, output_fired_time: 6.3245458603, propagate_forward_time: 189.9060211182, propagate_backward_time: 322.3321533203, weight_update_time: 0.4688245356, other_time: 9.6870117188
epoch time: 40.7367286682s, input_fired_time: 1.0028766394, output_fired_time: 0.0000000000, propagate_forward_time: 37.9746665955, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7591857910
validation[          , genome 18393] predictions:    9879/  10000 (98.79%), best:    9896/10000 (98.96%), error:       372.33026, best error:       330.07773 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 538.2823486328s, input_fired_time: 9.6498136520, output_fired_time: 6.3317365646, propagate_forward_time: 190.0966186523, propagate_backward_time: 322.5113525391, weight_update_time: 0.4688298404, other_time: 9.6928100586
epoch time: 40.7322616577s, input_fired_time: 1.0010083914, output_fired_time: 0.0000000000, propagate_forward_time: 37.9728546143, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7583999634
validation[          , genome 18393] predictions:    9865/  10000 (98.65%), best:    9896/10000 (98.96%), error:       414.98441, best error:       330.07773 on epoch:    36, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 537.5684204102s, input_fired_time: 9.6409997940, output_fired_time: 6.3205676079, propagate_forward_time: 189.8660583496, propagate_backward_time: 322.0649719238, weight_update_time: 0.4682188928, other_time: 9.6758422852
epoch time: 40.7750320435s, input_fired_time: 1.0096521378, output_fired_time: 0.0000000000, propagate_forward_time: 38.0058784485, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7595024109
validation[          , genome 18393] predictions:    9889/  10000 (98.89%), best:    9896/10000 (98.96%), error:       357.55957, best error:       330.07773 on epoch:    36, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 538.2475585938s, input_fired_time: 9.6531982422, output_fired_time: 6.3332495689, propagate_forward_time: 189.9395751953, propagate_backward_time: 322.6198120117, weight_update_time: 0.4684157968, other_time: 9.7017211914
epoch time: 40.7851295471s, input_fired_time: 1.0094065666, output_fired_time: 0.0000000000, propagate_forward_time: 38.0146331787, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7610893250
validation[          , genome 18393] predictions:    9887/  10000 (98.87%), best:    9896/10000 (98.96%), error:       358.87564, best error:       330.07773 on epoch:    36, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 539.0636596680s, input_fired_time: 9.6715593338, output_fired_time: 6.3334217072, propagate_forward_time: 190.3212280273, propagate_backward_time: 323.0115051270, weight_update_time: 0.4690961838, other_time: 9.7259216309
epoch time: 40.7334899902s, input_fired_time: 1.0038219690, output_fired_time: 0.0000000000, propagate_forward_time: 37.9727058411, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7569618225
validation[          , genome 18393] predictions:    9897/  10000 (98.97%), best:    9896/10000 (98.96%), error:       336.99307, best error:       330.07773 on epoch:    36, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 538.2888793945s, input_fired_time: 9.6646833420, output_fired_time: 6.3382267952, propagate_forward_time: 189.9280548096, propagate_backward_time: 322.6837463379, weight_update_time: 0.4678173959, other_time: 9.6741638184
epoch time: 40.7379722595s, input_fired_time: 1.0136482716, output_fired_time: 0.0000000000, propagate_forward_time: 37.9720535278, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7522697449
validation[          , genome 18393] predictions:    9870/  10000 (98.70%), best:    9896/10000 (98.96%), error:       403.67456, best error:       330.07773 on epoch:    36, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 538.5728759766s, input_fired_time: 9.6736860275, output_fired_time: 6.3360762596, propagate_forward_time: 190.1063537598, propagate_backward_time: 322.7641601562, weight_update_time: 0.4685281515, other_time: 9.6925964355
epoch time: 40.7358245850s, input_fired_time: 1.0078103542, output_fired_time: 0.0000000000, propagate_forward_time: 37.9694824219, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7585334778
validation[          , genome 18393] predictions:    9889/  10000 (98.89%), best:    9896/10000 (98.96%), error:       356.82404, best error:       330.07773 on epoch:    36, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 537.7100830078s, input_fired_time: 9.6715383530, output_fired_time: 6.3165516853, propagate_forward_time: 189.8716278076, propagate_backward_time: 322.1711425781, weight_update_time: 0.4681334198, other_time: 9.6792602539
epoch time: 40.7414932251s, input_fired_time: 1.0098589659, output_fired_time: 0.0000000000, propagate_forward_time: 37.9717559814, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7598800659
validation[          , genome 18393] predictions:    9869/  10000 (98.69%), best:    9896/10000 (98.96%), error:       416.36008, best error:       330.07773 on epoch:    36, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 537.5086059570s, input_fired_time: 9.6829566956, output_fired_time: 6.3111772537, propagate_forward_time: 189.8871307373, propagate_backward_time: 321.9465332031, weight_update_time: 0.4681631327, other_time: 9.6807861328
epoch time: 40.8340492249s, input_fired_time: 1.0066206455, output_fired_time: 0.0000000000, propagate_forward_time: 38.0713233948, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7561035156
validation[          , genome 18393] predictions:    9900/  10000 (99.00%), best:    9900/10000 (99.00%), error:       329.55161, best error:       329.55161 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 537.9384765625s, input_fired_time: 9.6721572876, output_fired_time: 6.3328361511, propagate_forward_time: 189.8658752441, propagate_backward_time: 322.3907470703, weight_update_time: 0.4679904878, other_time: 9.6768493652
epoch time: 40.7468223572s, input_fired_time: 1.0165132284, output_fired_time: 0.0000000000, propagate_forward_time: 37.9728126526, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7574958801
validation[          , genome 18393] predictions:    9909/  10000 (99.09%), best:    9909/10000 (99.09%), error:       320.23074, best error:       320.23074 on epoch:    47, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 537.8455810547s, input_fired_time: 9.6875896454, output_fired_time: 6.3205986023, propagate_forward_time: 189.8814239502, propagate_backward_time: 322.2705383301, weight_update_time: 0.4680816829, other_time: 9.6854553223
epoch time: 40.7467384338s, input_fired_time: 1.0147008896, output_fired_time: 0.0000000000, propagate_forward_time: 37.9736022949, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7584342957
validation[          , genome 18393] predictions:    9869/  10000 (98.69%), best:    9909/10000 (99.09%), error:       427.29697, best error:       320.23074 on epoch:    47, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 538.1932983398s, input_fired_time: 9.6904630661, output_fired_time: 6.3371691704, propagate_forward_time: 189.8913879395, propagate_backward_time: 322.5900878906, weight_update_time: 0.4680860341, other_time: 9.6841735840
epoch time: 40.7552604675s, input_fired_time: 1.0189043283, output_fired_time: 0.0000000000, propagate_forward_time: 37.9817581177, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7545967102
validation[          , genome 18393] predictions:    9877/  10000 (98.77%), best:    9909/10000 (99.09%), error:       391.37961, best error:       320.23074 on epoch:    47, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 538.5411376953s, input_fired_time: 9.7121133804, output_fired_time: 6.3511705399, propagate_forward_time: 189.8998870850, propagate_backward_time: 322.8901367188, weight_update_time: 0.4686676264, other_time: 9.6878051758
epoch time: 40.7596359253s, input_fired_time: 1.0208567381, output_fired_time: 0.0000000000, propagate_forward_time: 37.9789047241, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7598762512
validation[          , genome 18393] predictions:    9889/  10000 (98.89%), best:    9909/10000 (99.09%), error:       365.30359, best error:       320.23074 on epoch:    47, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 537.8334350586s, input_fired_time: 9.7102527618, output_fired_time: 6.3267693520, propagate_forward_time: 189.8953399658, propagate_backward_time: 322.2151184082, weight_update_time: 0.4683078527, other_time: 9.6859436035
epoch time: 40.7866325378s, input_fired_time: 1.0174560547, output_fired_time: 0.0000000000, propagate_forward_time: 38.0044975281, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7646789551
validation[          , genome 18393] predictions:    9845/  10000 (98.45%), best:    9909/10000 (99.09%), error:       466.92789, best error:       320.23074 on epoch:    47, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 537.8018188477s, input_fired_time: 9.7046308517, output_fired_time: 6.3157372475, propagate_forward_time: 189.9401702881, propagate_backward_time: 322.1491699219, weight_update_time: 0.4685473442, other_time: 9.6920776367
epoch time: 40.7422065735s, input_fired_time: 1.0159640312, output_fired_time: 0.0000000000, propagate_forward_time: 37.9728507996, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7533912659
validation[          , genome 18393] predictions:    9901/  10000 (99.01%), best:    9909/10000 (99.09%), error:       335.71231, best error:       320.23074 on epoch:    47, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 537.6499023438s, input_fired_time: 9.7024574280, output_fired_time: 6.3158354759, propagate_forward_time: 189.8917236328, propagate_backward_time: 322.0553894043, weight_update_time: 0.4683118463, other_time: 9.6844787598
epoch time: 40.7954292297s, input_fired_time: 1.0205817223, output_fired_time: 0.0000000000, propagate_forward_time: 38.0104522705, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7643966675
validation[          , genome 18393] predictions:    9896/  10000 (98.96%), best:    9909/10000 (99.09%), error:       334.57776, best error:       320.23074 on epoch:    47, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 537.9310913086s, input_fired_time: 9.7122907639, output_fired_time: 6.3226361275, propagate_forward_time: 189.8785095215, propagate_backward_time: 322.3391113281, weight_update_time: 0.4679173827, other_time: 9.6785583496
epoch time: 40.7591209412s, input_fired_time: 1.0172653198, output_fired_time: 0.0000000000, propagate_forward_time: 37.9878387451, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7540168762
validation[          , genome 18393] predictions:    9899/  10000 (98.99%), best:    9899/10000 (98.99%), error:       319.99265, best error:       319.99265 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 538.4858398438s, input_fired_time: 9.7269506454, output_fired_time: 6.3404970169, propagate_forward_time: 189.9745025635, propagate_backward_time: 322.7515869141, weight_update_time: 0.4684506655, other_time: 9.6923217773
epoch time: 40.7581329346s, input_fired_time: 1.0260429382, output_fired_time: 0.0000000000, propagate_forward_time: 37.9746513367, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7574386597
validation[          , genome 18393] predictions:    9903/  10000 (99.03%), best:    9903/10000 (99.03%), error:       315.39578, best error:       315.39578 on epoch:    55, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 538.0503540039s, input_fired_time: 9.7332258224, output_fired_time: 6.3283853531, propagate_forward_time: 189.9305725098, propagate_backward_time: 322.3725585938, weight_update_time: 0.4682343900, other_time: 9.6856384277
epoch time: 40.7786598206s, input_fired_time: 1.0255731344, output_fired_time: 0.0000000000, propagate_forward_time: 37.9942665100, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7588195801
validation[          , genome 18393] predictions:    9885/  10000 (98.85%), best:    9903/10000 (99.03%), error:       369.40237, best error:       315.39578 on epoch:    55, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 538.1578979492s, input_fired_time: 9.7425899506, output_fired_time: 6.3237433434, propagate_forward_time: 190.0274658203, propagate_backward_time: 322.3645629883, weight_update_time: 0.4681347013, other_time: 9.6995239258
epoch time: 40.7692604065s, input_fired_time: 1.0206240416, output_fired_time: 0.0000000000, propagate_forward_time: 37.9933471680, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7552909851
validation[          , genome 18393] predictions:    9882/  10000 (98.82%), best:    9903/10000 (99.03%), error:       398.45734, best error:       315.39578 on epoch:    55, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 538.4895019531s, input_fired_time: 9.7349081039, output_fired_time: 6.3328251839, propagate_forward_time: 190.0805816650, propagate_backward_time: 322.6425781250, weight_update_time: 0.4692407846, other_time: 9.6986083984
epoch time: 40.7985496521s, input_fired_time: 1.0194070339, output_fired_time: 0.0000000000, propagate_forward_time: 38.0196075439, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7595367432
validation[          , genome 18393] predictions:    9874/  10000 (98.74%), best:    9903/10000 (99.03%), error:       370.92545, best error:       315.39578 on epoch:    55, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 538.4873657227s, input_fired_time: 9.7477617264, output_fired_time: 6.3345346451, propagate_forward_time: 190.0015106201, propagate_backward_time: 322.7048950195, weight_update_time: 0.4686352313, other_time: 9.6986694336
epoch time: 40.7723197937s, input_fired_time: 1.0204467773, output_fired_time: 0.0000000000, propagate_forward_time: 37.9913635254, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7605094910
validation[          , genome 18393] predictions:    9861/  10000 (98.61%), best:    9903/10000 (99.03%), error:       445.94617, best error:       315.39578 on epoch:    55, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 537.8992919922s, input_fired_time: 9.7422628403, output_fired_time: 6.3177680969, propagate_forward_time: 189.9494781494, propagate_backward_time: 322.2030944824, weight_update_time: 0.4682049453, other_time: 9.6867370605
epoch time: 40.7716217041s, input_fired_time: 1.0177525282, output_fired_time: 0.0000000000, propagate_forward_time: 37.9989471436, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7549209595
validation[          , genome 18393] predictions:    9847/  10000 (98.47%), best:    9903/10000 (99.03%), error:       474.76068, best error:       315.39578 on epoch:    55, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 538.7708129883s, input_fired_time: 9.7616147995, output_fired_time: 6.3438220024, propagate_forward_time: 190.1117858887, propagate_backward_time: 322.8547973633, weight_update_time: 0.4687298536, other_time: 9.6988220215
epoch time: 40.8086433411s, input_fired_time: 1.0290540457, output_fired_time: 0.0000000000, propagate_forward_time: 38.0180664062, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7615242004
validation[          , genome 18393] predictions:    9885/  10000 (98.85%), best:    9903/10000 (99.03%), error:       344.79163, best error:       315.39578 on epoch:    55, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 538.2257690430s, input_fired_time: 9.7606945038, output_fired_time: 6.3316822052, propagate_forward_time: 189.9970397949, propagate_backward_time: 322.4547729492, weight_update_time: 0.4681175351, other_time: 9.6816101074
epoch time: 40.7872924805s, input_fired_time: 1.0290359259, output_fired_time: 0.0000000000, propagate_forward_time: 37.9979248047, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7603302002
validation[          , genome 18393] predictions:    9896/  10000 (98.96%), best:    9903/10000 (99.03%), error:       366.27335, best error:       315.39578 on epoch:    55, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 538.4628295898s, input_fired_time: 9.7644519806, output_fired_time: 6.3396100998, propagate_forward_time: 190.1140899658, propagate_backward_time: 322.5520019531, weight_update_time: 0.4683158696, other_time: 9.6926879883
epoch time: 40.8085746765s, input_fired_time: 1.0284130573, output_fired_time: 0.0000000000, propagate_forward_time: 38.0241966248, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7559661865
validation[          , genome 18393] predictions:    9879/  10000 (98.79%), best:    9903/10000 (99.03%), error:       363.29724, best error:       315.39578 on epoch:    55, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 538.7168579102s, input_fired_time: 9.7762384415, output_fired_time: 6.3489007950, propagate_forward_time: 190.0329437256, propagate_backward_time: 322.8714294434, weight_update_time: 0.4680461884, other_time: 9.6873474121
epoch time: 40.7814865112s, input_fired_time: 1.0299369097, output_fired_time: 0.0000000000, propagate_forward_time: 37.9929618835, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7585868835
validation[          , genome 18393] predictions:    9914/  10000 (99.14%), best:    9914/10000 (99.14%), error:       309.70285, best error:       309.70285 on epoch:    64, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 537.6734008789s, input_fired_time: 9.7820539474, output_fired_time: 6.3173594475, propagate_forward_time: 189.9981842041, propagate_backward_time: 321.8674926758, weight_update_time: 0.4703107774, other_time: 9.7083129883
epoch time: 40.7638168335s, input_fired_time: 1.0301051140, output_fired_time: 0.0000000000, propagate_forward_time: 37.9743385315, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7593727112
validation[          , genome 18393] predictions:    9904/  10000 (99.04%), best:    9914/10000 (99.14%), error:       319.94342, best error:       309.70285 on epoch:    64, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 538.2492065430s, input_fired_time: 9.7694950104, output_fired_time: 6.3391866684, propagate_forward_time: 189.8841247559, propagate_backward_time: 322.5736389160, weight_update_time: 0.4685388803, other_time: 9.6828002930
epoch time: 40.7904052734s, input_fired_time: 1.0298070908, output_fired_time: 0.0000000000, propagate_forward_time: 38.0026741028, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7579231262
validation[          , genome 18393] predictions:    9908/  10000 (99.08%), best:    9908/10000 (99.08%), error:       289.18738, best error:       289.18738 on epoch:    66, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 537.9895629883s, input_fired_time: 9.7821207047, output_fired_time: 6.3242135048, propagate_forward_time: 189.9545135498, propagate_backward_time: 322.2503051758, weight_update_time: 0.4684169888, other_time: 9.6784057617
epoch time: 40.7661056519s, input_fired_time: 1.0351750851, output_fired_time: 0.0000000000, propagate_forward_time: 37.9737319946, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7571983337
validation[          , genome 18393] predictions:    9894/  10000 (98.94%), best:    9908/10000 (99.08%), error:       307.19086, best error:       289.18738 on epoch:    66, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 537.6399536133s, input_fired_time: 9.7838077545, output_fired_time: 6.3176798820, propagate_forward_time: 189.8610992432, propagate_backward_time: 321.9956970215, weight_update_time: 0.4685310423, other_time: 9.6816711426
epoch time: 40.8400955200s, input_fired_time: 1.0362269878, output_fired_time: 0.0000000000, propagate_forward_time: 38.0428619385, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7610054016
validation[          , genome 18393] predictions:    9906/  10000 (99.06%), best:    9908/10000 (99.08%), error:       323.98871, best error:       289.18738 on epoch:    66, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 538.2630004883s, input_fired_time: 9.7996063232, output_fired_time: 6.3379006386, propagate_forward_time: 189.9752197266, propagate_backward_time: 322.4688720703, weight_update_time: 0.4682811797, other_time: 9.6813964844
epoch time: 40.7578010559s, input_fired_time: 1.0342746973, output_fired_time: 0.0000000000, propagate_forward_time: 37.9695625305, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7539634705
validation[          , genome 18393] predictions:    9898/  10000 (98.98%), best:    9908/10000 (99.08%), error:       325.00250, best error:       289.18738 on epoch:    66, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 544.5042114258s, input_fired_time: 9.8515186310, output_fired_time: 6.3850297928, propagate_forward_time: 192.2239532471, propagate_backward_time: 326.3099670410, weight_update_time: 0.4723438621, other_time: 9.7337951660
epoch time: 40.7666282654s, input_fired_time: 1.0344607830, output_fired_time: 0.0000000000, propagate_forward_time: 37.9729957581, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7591705322
validation[          , genome 18393] predictions:    9865/  10000 (98.65%), best:    9908/10000 (99.08%), error:       411.99979, best error:       289.18738 on epoch:    66, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 537.6416015625s, input_fired_time: 9.7800807953, output_fired_time: 6.3157520294, propagate_forward_time: 189.8340911865, propagate_backward_time: 322.0236511230, weight_update_time: 0.4688263535, other_time: 9.6880187988
epoch time: 40.7688407898s, input_fired_time: 1.0363769531, output_fired_time: 0.0000000000, propagate_forward_time: 37.9715232849, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7609405518
validation[          , genome 18393] predictions:    9836/  10000 (98.36%), best:    9908/10000 (99.08%), error:       536.59955, best error:       289.18738 on epoch:    66, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 537.6164550781s, input_fired_time: 9.7887287140, output_fired_time: 6.3222236633, propagate_forward_time: 189.8877716064, propagate_backward_time: 321.9313354492, weight_update_time: 0.4686736465, other_time: 9.6864013672
epoch time: 40.7576828003s, input_fired_time: 1.0333362818, output_fired_time: 0.0000000000, propagate_forward_time: 37.9713630676, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7529830933
validation[          , genome 18393] predictions:    9913/  10000 (99.13%), best:    9908/10000 (99.08%), error:       293.37149, best error:       289.18738 on epoch:    66, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 538.1452636719s, input_fired_time: 9.7961521149, output_fired_time: 6.3336157799, propagate_forward_time: 189.9421844482, propagate_backward_time: 322.3933715820, weight_update_time: 0.4685005844, other_time: 9.6799316406
epoch time: 40.7933921814s, input_fired_time: 1.0374059677, output_fired_time: 0.0000000000, propagate_forward_time: 37.9971160889, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7588691711
validation[          , genome 18393] predictions:    9897/  10000 (98.97%), best:    9908/10000 (99.08%), error:       347.07458, best error:       289.18738 on epoch:    66, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 538.3288574219s, input_fired_time: 9.8061428070, output_fired_time: 6.3352217674, propagate_forward_time: 189.9728851318, propagate_backward_time: 322.5255432129, weight_update_time: 0.4685771167, other_time: 9.6890563965
epoch time: 40.7795372009s, input_fired_time: 1.0360553265, output_fired_time: 0.0000000000, propagate_forward_time: 37.9830131531, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7604675293
validation[          , genome 18393] predictions:    9908/  10000 (99.08%), best:    9908/10000 (99.08%), error:       280.19574, best error:       280.19574 on epoch:    74, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 538.0584716797s, input_fired_time: 9.7920646667, output_fired_time: 6.3293395042, propagate_forward_time: 189.9172210693, propagate_backward_time: 322.3287048340, weight_update_time: 0.4700176418, other_time: 9.6911315918
epoch time: 40.7614479065s, input_fired_time: 1.0376145840, output_fired_time: 0.0000000000, propagate_forward_time: 37.9706993103, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7531356812
validation[          , genome 18393] predictions:    9913/  10000 (99.13%), best:    9913/10000 (99.13%), error:       277.91422, best error:       277.91422 on epoch:    75, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 538.3923950195s, input_fired_time: 9.8056650162, output_fired_time: 6.3340902328, propagate_forward_time: 189.9929046631, propagate_backward_time: 322.5605773926, weight_update_time: 0.4689314663, other_time: 9.6991271973
epoch time: 40.7810401917s, input_fired_time: 1.0418251753, output_fired_time: 0.0000000000, propagate_forward_time: 37.9798393250, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7593765259
validation[          , genome 18393] predictions:    9905/  10000 (99.05%), best:    9913/10000 (99.13%), error:       301.76416, best error:       277.91422 on epoch:    75, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 537.5958251953s, input_fired_time: 9.8065595627, output_fired_time: 6.3124361038, propagate_forward_time: 189.8885192871, propagate_backward_time: 321.9042968750, weight_update_time: 0.4685331583, other_time: 9.6839904785
epoch time: 40.7852935791s, input_fired_time: 1.0423992872, output_fired_time: 0.0000000000, propagate_forward_time: 37.9836997986, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7591934204
validation[          , genome 18393] predictions:    9910/  10000 (99.10%), best:    9913/10000 (99.13%), error:       282.59213, best error:       277.91422 on epoch:    75, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 538.2093505859s, input_fired_time: 9.8111009598, output_fired_time: 6.3332786560, propagate_forward_time: 189.9333190918, propagate_backward_time: 322.4484558105, weight_update_time: 0.4687522054, other_time: 9.6832275391
epoch time: 40.7841835022s, input_fired_time: 1.0382722616, output_fired_time: 0.0000000000, propagate_forward_time: 37.9846000671, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7613105774
validation[          , genome 18393] predictions:    9906/  10000 (99.06%), best:    9913/10000 (99.13%), error:       297.77686, best error:       277.91422 on epoch:    75, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 537.5004882812s, input_fired_time: 9.8072290421, output_fired_time: 6.3110809326, propagate_forward_time: 189.8912353516, propagate_backward_time: 321.8084106445, weight_update_time: 0.4687934518, other_time: 9.6824951172
epoch time: 40.7802200317s, input_fired_time: 1.0407528877, output_fired_time: 0.0000000000, propagate_forward_time: 37.9803810120, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7590866089
validation[          , genome 18393] predictions:    9908/  10000 (99.08%), best:    9913/10000 (99.13%), error:       279.40988, best error:       277.91422 on epoch:    75, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 537.9159545898s, input_fired_time: 9.8315954208, output_fired_time: 6.3198199272, propagate_forward_time: 190.0375976562, propagate_backward_time: 322.0386047363, weight_update_time: 0.4688613415, other_time: 9.6883239746
epoch time: 40.7716522217s, input_fired_time: 1.0396652222, output_fired_time: 0.0000000000, propagate_forward_time: 37.9782676697, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7537193298
validation[          , genome 18393] predictions:    9915/  10000 (99.15%), best:    9913/10000 (99.13%), error:       281.06818, best error:       277.91422 on epoch:    75, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 538.1738891602s, input_fired_time: 9.8119783401, output_fired_time: 6.3327946663, propagate_forward_time: 189.9205017090, propagate_backward_time: 322.4234008789, weight_update_time: 0.4689268172, other_time: 9.6852111816
epoch time: 40.8139343262s, input_fired_time: 1.0408704281, output_fired_time: 0.0000000000, propagate_forward_time: 38.0078926086, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7651710510
validation[          , genome 18393] predictions:    9875/  10000 (98.75%), best:    9913/10000 (99.13%), error:       372.59488, best error:       277.91422 on epoch:    75, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 538.0717773438s, input_fired_time: 9.8212232590, output_fired_time: 6.3265838623, propagate_forward_time: 189.9232482910, propagate_backward_time: 322.3157958984, weight_update_time: 0.4688675702, other_time: 9.6849060059
epoch time: 40.7871284485s, input_fired_time: 1.0431216955, output_fired_time: 0.0000000000, propagate_forward_time: 37.9839248657, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7600822449
validation[          , genome 18393] predictions:    9906/  10000 (99.06%), best:    9913/10000 (99.13%), error:       303.17477, best error:       277.91422 on epoch:    75, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 538.2703247070s, input_fired_time: 9.8292484283, output_fired_time: 6.3299202919, propagate_forward_time: 189.9394989014, propagate_backward_time: 322.4873352051, weight_update_time: 0.4685495496, other_time: 9.6843566895
epoch time: 40.7725868225s, input_fired_time: 1.0424778461, output_fired_time: 0.0000000000, propagate_forward_time: 37.9772071838, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7529029846
validation[          , genome 18393] predictions:    9897/  10000 (98.97%), best:    9913/10000 (99.13%), error:       321.30713, best error:       277.91422 on epoch:    75, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 537.9020996094s, input_fired_time: 9.8250865936, output_fired_time: 6.3242030144, propagate_forward_time: 189.9044189453, propagate_backward_time: 322.1692810059, weight_update_time: 0.4685505927, other_time: 9.6791076660
epoch time: 40.7856445312s, input_fired_time: 1.0420032740, output_fired_time: 0.0000000000, propagate_forward_time: 37.9852333069, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7584075928
validation[          , genome 18393] predictions:    9912/  10000 (99.12%), best:    9913/10000 (99.13%), error:       281.10242, best error:       277.91422 on epoch:    75, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 538.1306152344s, input_fired_time: 9.8176803589, output_fired_time: 6.3314485550, propagate_forward_time: 189.9283142090, propagate_backward_time: 322.3683776855, weight_update_time: 0.4682814777, other_time: 9.6848144531
epoch time: 40.7766876221s, input_fired_time: 1.0387278795, output_fired_time: 0.0000000000, propagate_forward_time: 37.9797821045, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7581787109
validation[          , genome 18393] predictions:    9900/  10000 (99.00%), best:    9913/10000 (99.13%), error:       320.47089, best error:       277.91422 on epoch:    75, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 538.9247436523s, input_fired_time: 9.8264427185, output_fired_time: 6.3403334618, propagate_forward_time: 190.2320556641, propagate_backward_time: 322.7354736328, weight_update_time: 0.4699512422, other_time: 9.7904663086
epoch time: 40.7766838074s, input_fired_time: 1.0425319672, output_fired_time: 0.0000000000, propagate_forward_time: 37.9762191772, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7579345703
validation[          , genome 18393] predictions:    9916/  10000 (99.16%), best:    9916/10000 (99.16%), error:       275.16397, best error:       275.16397 on epoch:    86, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 537.8541870117s, input_fired_time: 9.8224296570, output_fired_time: 6.3215284348, propagate_forward_time: 189.8884887695, propagate_backward_time: 322.1387023926, weight_update_time: 0.4683746099, other_time: 9.6830139160
epoch time: 40.8957633972s, input_fired_time: 1.0519387722, output_fired_time: 0.0000000000, propagate_forward_time: 38.0843315125, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7594947815
validation[          , genome 18393] predictions:    9896/  10000 (98.96%), best:    9916/10000 (99.16%), error:       320.66312, best error:       275.16397 on epoch:    86, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 538.1616210938s, input_fired_time: 9.8409395218, output_fired_time: 6.3289642334, propagate_forward_time: 189.9584808350, propagate_backward_time: 322.3505859375, weight_update_time: 0.4684034586, other_time: 9.6826171875
epoch time: 40.7670783997s, input_fired_time: 1.0417826176, output_fired_time: 0.0000000000, propagate_forward_time: 37.9711456299, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7541503906
validation[          , genome 18393] predictions:    9900/  10000 (99.00%), best:    9916/10000 (99.16%), error:       304.01468, best error:       275.16397 on epoch:    86, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 537.8774414062s, input_fired_time: 9.8307065964, output_fired_time: 6.3146567345, propagate_forward_time: 189.9121856689, propagate_backward_time: 322.1320495605, weight_update_time: 0.4684288502, other_time: 9.6878967285
epoch time: 40.7866630554s, input_fired_time: 1.0444941521, output_fired_time: 0.0000000000, propagate_forward_time: 37.9815139771, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7606544495
validation[          , genome 18393] predictions:    9915/  10000 (99.15%), best:    9916/10000 (99.16%), error:       292.71878, best error:       275.16397 on epoch:    86, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 538.3417358398s, input_fired_time: 9.8410968781, output_fired_time: 6.3307194710, propagate_forward_time: 189.9723815918, propagate_backward_time: 322.5065612793, weight_update_time: 0.4681985378, other_time: 9.6909179688
epoch time: 40.8044853210s, input_fired_time: 1.0460346937, output_fired_time: 0.0000000000, propagate_forward_time: 37.9987258911, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7597236633
validation[          , genome 18393] predictions:    9871/  10000 (98.71%), best:    9916/10000 (99.16%), error:       390.20343, best error:       275.16397 on epoch:    86, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 537.8322753906s, input_fired_time: 9.8260707855, output_fired_time: 6.3205270767, propagate_forward_time: 189.9049682617, propagate_backward_time: 322.0959777832, weight_update_time: 0.4686987996, other_time: 9.6847229004
epoch time: 40.7741317749s, input_fired_time: 1.0428699255, output_fired_time: 0.0000000000, propagate_forward_time: 37.9764518738, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7548103333
validation[          , genome 18393] predictions:    9914/  10000 (99.14%), best:    9916/10000 (99.16%), error:       290.18286, best error:       275.16397 on epoch:    86, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 537.9708862305s, input_fired_time: 9.8393249512, output_fired_time: 6.3218722343, propagate_forward_time: 189.9348297119, propagate_backward_time: 322.1866149902, weight_update_time: 0.4685425460, other_time: 9.6882629395
epoch time: 40.7896995544s, input_fired_time: 1.0452718735, output_fired_time: 0.0000000000, propagate_forward_time: 37.9846115112, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7598152161
validation[          , genome 18393] predictions:    9919/  10000 (99.19%), best:    9916/10000 (99.16%), error:       277.32312, best error:       275.16397 on epoch:    86, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 538.0190429688s, input_fired_time: 9.8454999924, output_fired_time: 6.3161435127, propagate_forward_time: 189.9967346191, propagate_backward_time: 322.1586914062, weight_update_time: 0.4696918130, other_time: 9.7019348145
epoch time: 40.7851715088s, input_fired_time: 1.0425833464, output_fired_time: 0.0000000000, propagate_forward_time: 37.9842109680, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7583770752
validation[          , genome 18393] predictions:    9913/  10000 (99.13%), best:    9916/10000 (99.16%), error:       276.61288, best error:       275.16397 on epoch:    86, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 537.8072509766s, input_fired_time: 9.8350582123, output_fired_time: 6.3173041344, propagate_forward_time: 189.8818969727, propagate_backward_time: 322.0946960449, weight_update_time: 0.4682397246, other_time: 9.6782531738
epoch time: 40.7865142822s, input_fired_time: 1.0477830172, output_fired_time: 0.0000000000, propagate_forward_time: 37.9804916382, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7582397461
validation[          , genome 18393] predictions:    9913/  10000 (99.13%), best:    9916/10000 (99.16%), error:       291.67953, best error:       275.16397 on epoch:    86, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 538.0378417969s, input_fired_time: 9.8460283279, output_fired_time: 6.3135275841, propagate_forward_time: 189.9793090820, propagate_backward_time: 322.1986999512, weight_update_time: 0.4682798386, other_time: 9.7002868652
epoch time: 40.7798538208s, input_fired_time: 1.0449326038, output_fired_time: 0.0000000000, propagate_forward_time: 37.9773941040, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7575263977
validation[          , genome 18393] predictions:    9907/  10000 (99.07%), best:    9916/10000 (99.16%), error:       294.93542, best error:       275.16397 on epoch:    86, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 538.3535766602s, input_fired_time: 9.8367490768, output_fired_time: 6.3271627426, propagate_forward_time: 189.9202575684, propagate_backward_time: 322.5840148926, weight_update_time: 0.4683652818, other_time: 9.6854248047
epoch time: 40.7682075500s, input_fired_time: 1.0415372849, output_fired_time: 0.0000000000, propagate_forward_time: 37.9743881226, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7522811890
validation[          , genome 18393] predictions:    9908/  10000 (99.08%), best:    9916/10000 (99.16%), error:       300.01501, best error:       275.16397 on epoch:    86, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 538.0780639648s, input_fired_time: 9.8401470184, output_fired_time: 6.3290915489, propagate_forward_time: 189.9720153809, propagate_backward_time: 322.2554931641, weight_update_time: 0.4683453143, other_time: 9.6813049316
epoch time: 40.8082695007s, input_fired_time: 1.0465527773, output_fired_time: 0.0000000000, propagate_forward_time: 37.9981880188, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7635269165
validation[          , genome 18393] predictions:    9910/  10000 (99.10%), best:    9916/10000 (99.16%), error:       301.48047, best error:       275.16397 on epoch:    86, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 538.0422973633s, input_fired_time: 9.8360185623, output_fired_time: 6.3237590790, propagate_forward_time: 189.8482055664, propagate_backward_time: 322.3492431641, weight_update_time: 0.4682338536, other_time: 9.6851196289
epoch time: 40.7879180908s, input_fired_time: 1.0479594469, output_fired_time: 0.0000000000, propagate_forward_time: 37.9789237976, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7610359192
validation[          , genome 18393] predictions:    9910/  10000 (99.10%), best:    9916/10000 (99.16%), error:       292.99506, best error:       275.16397 on epoch:    86, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 538.7680053711s, input_fired_time: 9.8487396240, output_fired_time: 6.3253803253, propagate_forward_time: 190.1607818604, propagate_backward_time: 322.7408447266, weight_update_time: 0.4686720371, other_time: 9.6922607422
epoch time: 40.7692718506s, input_fired_time: 1.0462913513, output_fired_time: 0.0000000000, propagate_forward_time: 37.9705276489, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7524528503
validation[          , genome 18393] predictions:    9915/  10000 (99.15%), best:    9916/10000 (99.16%), error:       279.16528, best error:       275.16397 on epoch:    86, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 538.2218627930s, input_fired_time: 9.8382835388, output_fired_time: 6.3233699799, propagate_forward_time: 189.8578338623, propagate_backward_time: 322.5197753906, weight_update_time: 0.4681679010, other_time: 9.6826171875
epoch time: 40.7834358215s, input_fired_time: 1.0452167988, output_fired_time: 0.0000000000, propagate_forward_time: 37.9784164429, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7598037720
validation[          , genome 18393] predictions:    9920/  10000 (99.20%), best:    9916/10000 (99.16%), error:       295.11877, best error:       275.16397 on epoch:    86, 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: 203.9710540771s, input_fired_time: 5.2663755417, output_fired_time: 0.0000000000, propagate_forward_time: 189.8546447754, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 8.8500366211
best training[          , genome 18393] predictions:   49997/  50000 (99.99%), best:    9916/10000 (99.16%), error:       146.28438, best error:       275.16397 on epoch:    86, 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: 40.7527580261s, input_fired_time: 1.0324758291, output_fired_time: 0.0000000000, propagate_forward_time: 37.9645309448, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7557525635
   testing[          , genome 18393] predictions:    9912/  10000 (99.12%), best:    9916/10000 (99.16%), error:       290.65546, best error:       275.16397 on epoch:    86, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
06:30:47 (18593): called boinc_finish(0)

</stderr_txt>
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