Nameexact_genome_1542531604_184_6279_3
Workunit4097802
Created20 Nov 2018, 15:37:37 UTC
Sent20 Nov 2018, 15:37:57 UTC
Report deadline15 Feb 2019, 1:15:38 UTC
Received23 Nov 2018, 14:57:40 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID88437
Run time1 days 1 hours 55 min 57 sec
CPU time1 days 1 hours 36 min
Validate stateValid
Credit21,600.29
Device peak FLOPS4.09 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size520.91 MB
Peak swap size542.15 MB
Peak disk usage9.54 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
84946, output_fired_time: 5.8651733398, propagate_forward_time: 299.7514648438, propagate_backward_time: 531.8159790039, weight_update_time: 0.9894675612, other_time: 11.7822265625
epoch time: 62.9814987183s, input_fired_time: 0.8579425216, output_fired_time: 0.0000000000, propagate_forward_time: 60.1301879883, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9933700562
validation[          , genome  6279] predictions:    5303/  10000 (53.03%), best:    5303/10000 (53.03%), error:     14373.24316, best error:     14373.24316 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 854.8729858398s, input_fired_time: 7.8574037552, output_fired_time: 5.8347034454, propagate_forward_time: 299.0572814941, propagate_backward_time: 530.8989868164, weight_update_time: 0.9692327976, other_time: 11.2245483398
epoch time: 62.9252281189s, input_fired_time: 0.8605290055, output_fired_time: 0.0000000000, propagate_forward_time: 59.9557113647, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1089859009
validation[          , genome  6279] predictions:    5444/  10000 (54.44%), best:    5444/10000 (54.44%), error:     14106.91602, best error:     14106.91602 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 858.4996337891s, input_fired_time: 7.9325194359, output_fired_time: 5.9594688416, propagate_forward_time: 300.1219177246, propagate_backward_time: 532.8186645508, weight_update_time: 0.9873258471, other_time: 11.6670532227
epoch time: 62.2382392883s, input_fired_time: 0.8491056561, output_fired_time: 0.0000000000, propagate_forward_time: 59.4211196899, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9680137634
validation[          , genome  6279] predictions:    5382/  10000 (53.82%), best:    5382/10000 (53.82%), error:     13881.25293, best error:     13881.25293 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 853.5604858398s, input_fired_time: 7.9000782967, output_fired_time: 5.8964834213, propagate_forward_time: 299.0454711914, propagate_backward_time: 529.2971801758, weight_update_time: 0.9890950918, other_time: 11.4212646484
epoch time: 62.7188796997s, input_fired_time: 0.8649465442, output_fired_time: 0.0000000000, propagate_forward_time: 59.8148803711, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0390510559
validation[          , genome  6279] predictions:    5372/  10000 (53.72%), best:    5382/10000 (53.82%), error:     14104.78906, best error:     13881.25293 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 854.7302246094s, input_fired_time: 7.8194503784, output_fired_time: 5.8614964485, propagate_forward_time: 299.1067199707, propagate_backward_time: 530.4904174805, weight_update_time: 0.9785980582, other_time: 11.4520874023
epoch time: 66.0487670898s, input_fired_time: 0.8604778051, output_fired_time: 0.0000000000, propagate_forward_time: 63.1148338318, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0734519958
validation[          , genome  6279] predictions:    5266/  10000 (52.66%), best:    5382/10000 (53.82%), error:     14444.78516, best error:     13881.25293 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 854.4046630859s, input_fired_time: 7.9142427444, output_fired_time: 5.8682813644, propagate_forward_time: 299.0110778809, propagate_backward_time: 530.0845947266, weight_update_time: 0.9861559272, other_time: 11.5264892578
epoch time: 62.4663810730s, input_fired_time: 0.8768856525, output_fired_time: 0.0000000000, propagate_forward_time: 59.5388755798, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0506210327
validation[          , genome  6279] predictions:    5178/  10000 (51.78%), best:    5382/10000 (53.82%), error:     15273.48730, best error:     13881.25293 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 853.2291259766s, input_fired_time: 7.9469099045, output_fired_time: 5.8674168587, propagate_forward_time: 298.6643676758, propagate_backward_time: 528.9345092773, weight_update_time: 0.9914858341, other_time: 11.8159179688
epoch time: 62.5749816895s, input_fired_time: 0.8746932149, output_fired_time: 0.0000000000, propagate_forward_time: 59.6786766052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0216102600
validation[          , genome  6279] predictions:    5550/  10000 (55.50%), best:    5550/10000 (55.50%), error:     13543.83301, best error:     13543.83301 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 854.8936767578s, input_fired_time: 7.9286355972, output_fired_time: 5.8787589073, propagate_forward_time: 299.4667663574, propagate_backward_time: 530.0944213867, weight_update_time: 0.9881942272, other_time: 11.5250854492
epoch time: 62.8904800415s, input_fired_time: 0.8796978593, output_fired_time: 0.0000000000, propagate_forward_time: 59.9060592651, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1047210693
validation[          , genome  6279] predictions:    5502/  10000 (55.02%), best:    5550/10000 (55.50%), error:     13791.65527, best error:     13543.83301 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 863.8068847656s, input_fired_time: 7.9816250801, output_fired_time: 5.8770103455, propagate_forward_time: 307.8858947754, propagate_backward_time: 530.3991088867, weight_update_time: 0.9975765347, other_time: 11.6632690430
epoch time: 62.9176101685s, input_fired_time: 0.8775398731, output_fired_time: 0.0000000000, propagate_forward_time: 60.0010795593, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0389900208
validation[          , genome  6279] predictions:    5496/  10000 (54.96%), best:    5496/10000 (54.96%), error:     13445.97559, best error:     13445.97559 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 855.1860961914s, input_fired_time: 8.4406671524, output_fired_time: 5.8804941177, propagate_forward_time: 299.1448669434, propagate_backward_time: 530.1704711914, weight_update_time: 0.9803771973, other_time: 11.5496215820
epoch time: 62.1747741699s, input_fired_time: 0.8810222745, output_fired_time: 0.0000000000, propagate_forward_time: 59.3151168823, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9786338806
validation[          , genome  6279] predictions:    5497/  10000 (54.97%), best:    5496/10000 (54.96%), error:     14036.02734, best error:     13445.97559 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 861.8103027344s, input_fired_time: 8.0123662949, output_fired_time: 5.8640899658, propagate_forward_time: 303.4032287598, propagate_backward_time: 532.8359375000, weight_update_time: 0.9898600578, other_time: 11.6947021484
epoch time: 63.0236511230s, input_fired_time: 0.8957452178, output_fired_time: 0.0000000000, propagate_forward_time: 60.0646781921, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0632286072
validation[          , genome  6279] predictions:    5588/  10000 (55.88%), best:    5588/10000 (55.88%), error:     13119.34180, best error:     13119.34180 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 846.9197998047s, input_fired_time: 7.8065018654, output_fired_time: 5.8478131294, propagate_forward_time: 296.0196228027, propagate_backward_time: 525.3338623047, weight_update_time: 1.0074961185, other_time: 11.9119873047
epoch time: 62.5693969727s, input_fired_time: 0.8969177604, output_fired_time: 0.0000000000, propagate_forward_time: 59.5965309143, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0759468079
validation[          , genome  6279] predictions:    5312/  10000 (53.12%), best:    5588/10000 (55.88%), error:     14159.01074, best error:     13119.34180 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 853.6090698242s, input_fired_time: 8.0189666748, output_fired_time: 5.8880147934, propagate_forward_time: 299.1804199219, propagate_backward_time: 528.9104614258, weight_update_time: 1.0046620369, other_time: 11.6112060547
epoch time: 63.2907257080s, input_fired_time: 0.9081686735, output_fired_time: 0.0000000000, propagate_forward_time: 60.2945289612, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0880279541
validation[          , genome  6279] predictions:    5539/  10000 (55.39%), best:    5588/10000 (55.88%), error:     13718.17090, best error:     13119.34180 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 852.0647583008s, input_fired_time: 8.0452337265, output_fired_time: 5.8973441124, propagate_forward_time: 298.0027465820, propagate_backward_time: 528.2724609375, weight_update_time: 0.9879197478, other_time: 11.8469848633
epoch time: 62.5230827332s, input_fired_time: 0.8770999908, output_fired_time: 0.0000000000, propagate_forward_time: 59.5575904846, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0883903503
validation[          , genome  6279] predictions:    5578/  10000 (55.78%), best:    5588/10000 (55.88%), error:     13270.53809, best error:     13119.34180 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 862.8978881836s, input_fired_time: 8.0583686829, output_fired_time: 5.8871026039, propagate_forward_time: 299.1148681641, propagate_backward_time: 538.0560302734, weight_update_time: 1.0007992983, other_time: 11.7815551758
epoch time: 63.0821533203s, input_fired_time: 0.9038053155, output_fired_time: 0.0000000000, propagate_forward_time: 60.1016769409, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0766716003
validation[          , genome  6279] predictions:    5542/  10000 (55.42%), best:    5588/10000 (55.88%), error:     13290.09668, best error:     13119.34180 on epoch:    25, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 853.7097778320s, input_fired_time: 8.0140199661, output_fired_time: 5.8402371407, propagate_forward_time: 298.5219116211, propagate_backward_time: 529.8760986328, weight_update_time: 0.9741756320, other_time: 11.4575195313
epoch time: 62.6136665344s, input_fired_time: 0.9094498158, output_fired_time: 0.0000000000, propagate_forward_time: 59.6303443909, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0738716125
validation[          , genome  6279] predictions:    5584/  10000 (55.84%), best:    5588/10000 (55.88%), error:     13497.40625, best error:     13119.34180 on epoch:    25, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 851.4273681641s, input_fired_time: 8.0247592926, output_fired_time: 5.8701605797, propagate_forward_time: 297.8292541504, propagate_backward_time: 528.2049560547, weight_update_time: 0.9879162908, other_time: 11.4981689453
epoch time: 62.7047004700s, input_fired_time: 0.8796550632, output_fired_time: 0.0000000000, propagate_forward_time: 59.9189758301, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9060707092
validation[          , genome  6279] predictions:    5565/  10000 (55.65%), best:    5588/10000 (55.88%), error:     13282.08301, best error:     13119.34180 on epoch:    25, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 851.3281860352s, input_fired_time: 7.9620327950, output_fired_time: 5.8828477859, propagate_forward_time: 297.7982788086, propagate_backward_time: 528.3054199219, weight_update_time: 0.9757083058, other_time: 11.3795776367
epoch time: 63.2116203308s, input_fired_time: 0.8652625680, output_fired_time: 0.0000000000, propagate_forward_time: 60.4717750549, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8745841980
validation[          , genome  6279] predictions:    5642/  10000 (56.42%), best:    5642/10000 (56.42%), error:     12961.41699, best error:     12961.41699 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 856.2338256836s, input_fired_time: 8.0247020721, output_fired_time: 5.8557567596, propagate_forward_time: 298.2216186523, propagate_backward_time: 532.7802734375, weight_update_time: 0.9773856401, other_time: 11.3514404297
epoch time: 61.8608856201s, input_fired_time: 0.8782764077, output_fired_time: 0.0000000000, propagate_forward_time: 59.0755424500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9070663452
validation[          , genome  6279] predictions:    5664/  10000 (56.64%), best:    5642/10000 (56.42%), error:     13161.65625, best error:     12961.41699 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 852.6949462891s, input_fired_time: 8.5960264206, output_fired_time: 5.8612480164, propagate_forward_time: 298.1735229492, propagate_backward_time: 528.6014404297, weight_update_time: 0.9739269018, other_time: 11.4627075195
epoch time: 62.3915824890s, input_fired_time: 0.8995695114, output_fired_time: 0.0000000000, propagate_forward_time: 59.4128456116, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0791664124
validation[          , genome  6279] predictions:    5762/  10000 (57.62%), best:    5762/10000 (57.62%), error:     12673.81152, best error:     12673.81152 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 854.8399047852s, input_fired_time: 8.1128168106, output_fired_time: 5.8584923744, propagate_forward_time: 298.8345947266, propagate_backward_time: 530.2815551758, weight_update_time: 0.9963194132, other_time: 11.7524414063
epoch time: 62.5946502686s, input_fired_time: 0.9104338884, output_fired_time: 0.0000000000, propagate_forward_time: 59.7341804504, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9500350952
validation[          , genome  6279] predictions:    5672/  10000 (56.72%), best:    5762/10000 (57.62%), error:     13059.23535, best error:     12673.81152 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 850.5259399414s, input_fired_time: 8.0056333542, output_fired_time: 5.9436211586, propagate_forward_time: 297.6443786621, propagate_backward_time: 527.4385986328, weight_update_time: 0.9883238673, other_time: 11.4937744141
epoch time: 63.0059471130s, input_fired_time: 0.9123082757, output_fired_time: 0.0000000000, propagate_forward_time: 60.0635070801, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0301322937
validation[          , genome  6279] predictions:    5564/  10000 (55.64%), best:    5762/10000 (57.62%), error:     13722.77539, best error:     12673.81152 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 852.0725097656s, input_fired_time: 8.0409994125, output_fired_time: 5.8311629295, propagate_forward_time: 298.4195251465, propagate_backward_time: 528.2575073242, weight_update_time: 0.9795793295, other_time: 11.5232543945
epoch time: 67.5183410645s, input_fired_time: 0.9338716269, output_fired_time: 0.0000000000, propagate_forward_time: 64.5034408569, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0810317993
validation[          , genome  6279] predictions:    5656/  10000 (56.56%), best:    5762/10000 (57.62%), error:     12956.39648, best error:     12673.81152 on epoch:    34, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 851.2190551758s, input_fired_time: 8.0247182846, output_fired_time: 5.8482646942, propagate_forward_time: 297.6909179688, propagate_backward_time: 528.1489257813, weight_update_time: 0.9763028622, other_time: 11.5062255859
epoch time: 61.9027328491s, input_fired_time: 0.8829008341, output_fired_time: 0.0000000000, propagate_forward_time: 59.1106491089, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9091835022
validation[          , genome  6279] predictions:    5595/  10000 (55.95%), best:    5762/10000 (57.62%), error:     13510.01270, best error:     12673.81152 on epoch:    34, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 854.5980224609s, input_fired_time: 8.1024589539, output_fired_time: 5.8597755432, propagate_forward_time: 299.0556640625, propagate_backward_time: 529.9166259766, weight_update_time: 0.9882338643, other_time: 11.6634521484
epoch time: 62.8874320984s, input_fired_time: 0.9070445299, output_fired_time: 0.0000000000, propagate_forward_time: 59.9238471985, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0565414429
validation[          , genome  6279] predictions:    5742/  10000 (57.42%), best:    5762/10000 (57.62%), error:     12690.21191, best error:     12673.81152 on epoch:    34, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 856.8669433594s, input_fired_time: 8.1734981537, output_fired_time: 5.8444995880, propagate_forward_time: 302.0213928223, propagate_backward_time: 528.9754028320, weight_update_time: 0.9879975915, other_time: 11.8521118164
epoch time: 62.5435714722s, input_fired_time: 0.9108795524, output_fired_time: 0.0000000000, propagate_forward_time: 59.5291061401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1035842896
validation[          , genome  6279] predictions:    5685/  10000 (56.85%), best:    5762/10000 (57.62%), error:     12795.08887, best error:     12673.81152 on epoch:    34, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 854.8796997070s, input_fired_time: 8.0392045975, output_fired_time: 5.8461518288, propagate_forward_time: 297.5394287109, propagate_backward_time: 532.0178222656, weight_update_time: 0.9755326509, other_time: 11.4371337891
epoch time: 66.6309585571s, input_fired_time: 0.9189980626, output_fired_time: 0.0000000000, propagate_forward_time: 63.6367759705, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0751838684
validation[          , genome  6279] predictions:    5782/  10000 (57.82%), best:    5782/10000 (57.82%), error:     12584.89355, best error:     12584.89355 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 856.0113525391s, input_fired_time: 8.1766481400, output_fired_time: 5.8509411812, propagate_forward_time: 297.7876281738, propagate_backward_time: 532.4509887695, weight_update_time: 0.9969743490, other_time: 11.7451782227
epoch time: 66.5699462891s, input_fired_time: 0.9795414209, output_fired_time: 0.0000000000, propagate_forward_time: 63.4938621521, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0965461731
validation[          , genome  6279] predictions:    5615/  10000 (56.15%), best:    5782/10000 (57.82%), error:     13291.86230, best error:     12584.89355 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 859.0971069336s, input_fired_time: 8.2053298950, output_fired_time: 5.8446059227, propagate_forward_time: 298.6125488281, propagate_backward_time: 534.9201660156, weight_update_time: 0.9787740707, other_time: 11.5144653320
epoch time: 62.1225242615s, input_fired_time: 0.9028883576, output_fired_time: 0.0000000000, propagate_forward_time: 59.2138824463, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0057525635
validation[          , genome  6279] predictions:    5723/  10000 (57.23%), best:    5782/10000 (57.82%), error:     12698.13867, best error:     12584.89355 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 857.4485473633s, input_fired_time: 8.1417503357, output_fired_time: 5.8789877892, propagate_forward_time: 298.3890380859, propagate_backward_time: 533.5655517578, weight_update_time: 0.9841870666, other_time: 11.4732666016
epoch time: 62.9826850891s, input_fired_time: 0.9383307695, output_fired_time: 0.0000000000, propagate_forward_time: 59.9511184692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0932350159
validation[          , genome  6279] predictions:    5815/  10000 (58.15%), best:    5815/10000 (58.15%), error:     12577.41309, best error:     12577.41309 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 857.0329589844s, input_fired_time: 8.1445636749, output_fired_time: 5.8442091942, propagate_forward_time: 298.0924682617, propagate_backward_time: 533.4689941406, weight_update_time: 0.9716555476, other_time: 11.4826660156
epoch time: 62.8198509216s, input_fired_time: 0.9930406809, output_fired_time: 0.0000000000, propagate_forward_time: 59.7424278259, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0843811035
validation[          , genome  6279] predictions:    5816/  10000 (58.16%), best:    5816/10000 (58.16%), error:     12412.33594, best error:     12412.33594 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 859.5732421875s, input_fired_time: 8.2430477142, output_fired_time: 5.8945579529, propagate_forward_time: 298.9059448242, propagate_backward_time: 534.6433105469, weight_update_time: 0.9915757775, other_time: 11.8864135742
epoch time: 63.0224227905s, input_fired_time: 0.9538970590, output_fired_time: 0.0000000000, propagate_forward_time: 59.9712905884, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0972366333
validation[          , genome  6279] predictions:    5863/  10000 (58.63%), best:    5816/10000 (58.16%), error:     12623.92676, best error:     12412.33594 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 856.6006469727s, input_fired_time: 8.2182979584, output_fired_time: 5.8658957481, propagate_forward_time: 299.3461303711, propagate_backward_time: 531.4404907227, weight_update_time: 0.9845561385, other_time: 11.7297973633
epoch time: 63.1503829956s, input_fired_time: 0.9306667447, output_fired_time: 0.0000000000, propagate_forward_time: 60.1358337402, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0838813782
validation[          , genome  6279] predictions:    5819/  10000 (58.19%), best:    5819/10000 (58.19%), error:     12329.77441, best error:     12329.77441 on epoch:    47, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 851.5280761719s, input_fired_time: 8.1727142334, output_fired_time: 5.8628215790, propagate_forward_time: 297.9432373047, propagate_backward_time: 527.9642944336, weight_update_time: 0.9780822992, other_time: 11.5850219727
epoch time: 62.8524627686s, input_fired_time: 0.9287260771, output_fired_time: 0.0000000000, propagate_forward_time: 59.8888168335, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0349197388
validation[          , genome  6279] predictions:    5786/  10000 (57.86%), best:    5819/10000 (58.19%), error:     12682.41504, best error:     12329.77441 on epoch:    47, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 855.8422851563s, input_fired_time: 8.2845392227, output_fired_time: 5.9019250870, propagate_forward_time: 299.1279602051, propagate_backward_time: 530.6853637695, weight_update_time: 1.0111433268, other_time: 11.8424682617
epoch time: 63.0232391357s, input_fired_time: 0.9525806308, output_fired_time: 0.0000000000, propagate_forward_time: 59.9724426270, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0982170105
validation[          , genome  6279] predictions:    5758/  10000 (57.58%), best:    5819/10000 (58.19%), error:     12654.48535, best error:     12329.77441 on epoch:    47, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 855.7939453125s, input_fired_time: 8.2768516541, output_fired_time: 5.8928446770, propagate_forward_time: 299.0874938965, propagate_backward_time: 530.8165283203, weight_update_time: 0.9921881557, other_time: 11.7202148438
epoch time: 62.9262580872s, input_fired_time: 0.9435461760, output_fired_time: 0.0000000000, propagate_forward_time: 59.8760223389, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1066894531
validation[          , genome  6279] predictions:    5737/  10000 (57.37%), best:    5819/10000 (58.19%), error:     12814.56934, best error:     12329.77441 on epoch:    47, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 855.7412109375s, input_fired_time: 8.2754716873, output_fired_time: 5.9515943527, propagate_forward_time: 299.5245666504, propagate_backward_time: 530.1795043945, weight_update_time: 0.9956939220, other_time: 11.8101196289
epoch time: 62.4910316467s, input_fired_time: 0.9257559776, output_fired_time: 0.0000000000, propagate_forward_time: 59.5521087646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0131683350
validation[          , genome  6279] predictions:    5934/  10000 (59.34%), best:    5934/10000 (59.34%), error:     12136.13867, best error:     12136.13867 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 856.1721801758s, input_fired_time: 8.2536048889, output_fired_time: 5.8925271034, propagate_forward_time: 299.4149169922, propagate_backward_time: 531.0518798828, weight_update_time: 0.9937624335, other_time: 11.5592651367
epoch time: 63.7166099548s, input_fired_time: 0.9481162429, output_fired_time: 0.0000000000, propagate_forward_time: 60.1280746460, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6404190063
validation[          , genome  6279] predictions:    5697/  10000 (56.97%), best:    5934/10000 (59.34%), error:     13112.44434, best error:     12136.13867 on epoch:    51, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 858.8043212891s, input_fired_time: 8.3883295059, output_fired_time: 5.9675121307, propagate_forward_time: 299.8381347656, propagate_backward_time: 532.5828247070, weight_update_time: 1.0174304247, other_time: 12.0275268555
epoch time: 63.4541702271s, input_fired_time: 0.9600013494, output_fired_time: 0.0000000000, propagate_forward_time: 60.3956222534, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0985450745
validation[          , genome  6279] predictions:    5990/  10000 (59.90%), best:    5990/10000 (59.90%), error:     11927.68555, best error:     11927.68555 on epoch:    53, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 859.7229614258s, input_fired_time: 8.2921419144, output_fired_time: 5.9181933403, propagate_forward_time: 300.0609741211, propagate_backward_time: 533.6942749023, weight_update_time: 1.0003436804, other_time: 11.7573852539
epoch time: 63.5659599304s, input_fired_time: 0.9671100378, output_fired_time: 0.0000000000, propagate_forward_time: 60.4502792358, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1485710144
validation[          , genome  6279] predictions:    5920/  10000 (59.20%), best:    5990/10000 (59.90%), error:     12245.05566, best error:     11927.68555 on epoch:    53, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 858.7354736328s, input_fired_time: 8.3589677811, output_fired_time: 5.9104032516, propagate_forward_time: 300.0736389160, propagate_backward_time: 532.1679687500, weight_update_time: 1.0136756897, other_time: 12.2244873047
epoch time: 62.9740676880s, input_fired_time: 0.9407969713, output_fired_time: 0.0000000000, propagate_forward_time: 59.9644737244, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0687980652
validation[          , genome  6279] predictions:    5850/  10000 (58.50%), best:    5990/10000 (59.90%), error:     12308.76660, best error:     11927.68555 on epoch:    53, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 869.5793457031s, input_fired_time: 8.3628044128, output_fired_time: 5.9396400452, propagate_forward_time: 302.8913879395, propagate_backward_time: 540.4965209961, weight_update_time: 1.0104480982, other_time: 11.8889770508
epoch time: 63.3738822937s, input_fired_time: 0.9553919435, output_fired_time: 0.0000000000, propagate_forward_time: 60.3373069763, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0811843872
validation[          , genome  6279] predictions:    5931/  10000 (59.31%), best:    5990/10000 (59.90%), error:     12206.32129, best error:     11927.68555 on epoch:    53, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 855.2053833008s, input_fired_time: 8.3016977310, output_fired_time: 5.8814167976, propagate_forward_time: 299.0235900879, propagate_backward_time: 530.2210693359, weight_update_time: 0.9903517365, other_time: 11.7775878906
epoch time: 64.1340255737s, input_fired_time: 0.9638923407, output_fired_time: 0.0000000000, propagate_forward_time: 61.0195350647, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1505966187
validation[          , genome  6279] predictions:    5916/  10000 (59.16%), best:    5990/10000 (59.90%), error:     12082.89160, best error:     11927.68555 on epoch:    53, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 857.4653930664s, input_fired_time: 8.3229312897, output_fired_time: 5.8972640038, propagate_forward_time: 299.8445434570, propagate_backward_time: 531.6956176758, weight_update_time: 1.0078982115, other_time: 11.7050170898
epoch time: 63.4398765564s, input_fired_time: 0.9695290923, output_fired_time: 0.0000000000, propagate_forward_time: 60.3314361572, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1389122009
validation[          , genome  6279] predictions:    6020/  10000 (60.20%), best:    5990/10000 (59.90%), error:     12030.37012, best error:     11927.68555 on epoch:    53, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 869.0936889648s, input_fired_time: 8.3643293381, output_fired_time: 6.0647559166, propagate_forward_time: 306.5012207031, propagate_backward_time: 536.0631713867, weight_update_time: 1.0055409670, other_time: 12.1002197266
epoch time: 63.6732330322s, input_fired_time: 0.9876120687, output_fired_time: 0.0000000000, propagate_forward_time: 60.5048408508, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1807785034
validation[          , genome  6279] predictions:    6006/  10000 (60.06%), best:    5990/10000 (59.90%), error:     11977.97852, best error:     11927.68555 on epoch:    53, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 858.4017333984s, input_fired_time: 8.3828582764, output_fired_time: 5.9198503494, propagate_forward_time: 300.0854797363, propagate_backward_time: 532.1642456055, weight_update_time: 1.0026509762, other_time: 11.8493041992
epoch time: 63.0966911316s, input_fired_time: 0.9656754732, output_fired_time: 0.0000000000, propagate_forward_time: 59.9701538086, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1608619690
validation[          , genome  6279] predictions:    5872/  10000 (58.72%), best:    5990/10000 (59.90%), error:     12455.16504, best error:     11927.68555 on epoch:    53, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 858.1593017578s, input_fired_time: 8.2963552475, output_fired_time: 5.9367175102, propagate_forward_time: 299.9847717285, propagate_backward_time: 532.3095703125, weight_update_time: 0.9789119959, other_time: 11.6319580078
epoch time: 62.7331428528s, input_fired_time: 0.9371895194, output_fired_time: 0.0000000000, propagate_forward_time: 59.8253669739, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9705848694
validation[          , genome  6279] predictions:    5976/  10000 (59.76%), best:    5976/10000 (59.76%), error:     11896.72070, best error:     11896.72070 on epoch:    61, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 860.6975097656s, input_fired_time: 8.3152189255, output_fired_time: 5.9037547112, propagate_forward_time: 299.3841552734, propagate_backward_time: 535.3660278320, weight_update_time: 1.0042294264, other_time: 11.7283325195
epoch time: 62.9723510742s, input_fired_time: 0.9765112996, output_fired_time: 0.0000000000, propagate_forward_time: 59.8820915222, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1137466431
validation[          , genome  6279] predictions:    6009/  10000 (60.09%), best:    5976/10000 (59.76%), error:     12077.39063, best error:     11896.72070 on epoch:    61, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 857.0233764648s, input_fired_time: 8.4277429581, output_fired_time: 5.9189467430, propagate_forward_time: 299.5350341797, propagate_backward_time: 531.1179199219, weight_update_time: 1.0159156322, other_time: 12.0237426758
epoch time: 62.7337989807s, input_fired_time: 0.9541985989, output_fired_time: 0.0000000000, propagate_forward_time: 59.7114830017, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0681190491
validation[          , genome  6279] predictions:    5951/  10000 (59.51%), best:    5976/10000 (59.76%), error:     12032.29492, best error:     11896.72070 on epoch:    61, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 856.6038208008s, input_fired_time: 8.3873758316, output_fired_time: 5.9185123444, propagate_forward_time: 299.2694702148, propagate_backward_time: 530.9224853516, weight_update_time: 1.0041689873, other_time: 12.1059570313
epoch time: 62.7681999207s, input_fired_time: 0.9703494310, output_fired_time: 0.0000000000, propagate_forward_time: 59.6527862549, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1450653076
validation[          , genome  6279] predictions:    5917/  10000 (59.17%), best:    5976/10000 (59.76%), error:     12180.66504, best error:     11896.72070 on epoch:    61, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 855.3354492188s, input_fired_time: 8.3443193436, output_fired_time: 5.9022054672, propagate_forward_time: 299.1665344238, propagate_backward_time: 530.2940063477, weight_update_time: 0.9954798818, other_time: 11.6283569336
epoch time: 63.2667846680s, input_fired_time: 0.9868479967, output_fired_time: 0.0000000000, propagate_forward_time: 60.1734466553, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1064910889
validation[          , genome  6279] predictions:    6082/  10000 (60.82%), best:    6082/10000 (60.82%), error:     11695.30469, best error:     11695.30469 on epoch:    65, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 859.3264770508s, input_fired_time: 8.4591302872, output_fired_time: 5.9095630646, propagate_forward_time: 300.5484924316, propagate_backward_time: 532.7121582031, weight_update_time: 0.9900112748, other_time: 11.6971435547
epoch time: 62.4605827332s, input_fired_time: 0.9623553157, output_fired_time: 0.0000000000, propagate_forward_time: 59.4234123230, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0748138428
validation[          , genome  6279] predictions:    6047/  10000 (60.47%), best:    6047/10000 (60.47%), error:     11682.25293, best error:     11682.25293 on epoch:    66, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 863.3345336914s, input_fired_time: 8.4140729904, output_fired_time: 5.9875526428, propagate_forward_time: 302.1068115234, propagate_backward_time: 535.1072998047, weight_update_time: 0.9996371269, other_time: 11.7188110352
epoch time: 62.8536643982s, input_fired_time: 0.9672542214, output_fired_time: 0.0000000000, propagate_forward_time: 59.7501716614, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1362380981
validation[          , genome  6279] predictions:    5894/  10000 (58.94%), best:    6047/10000 (60.47%), error:     12373.24219, best error:     11682.25293 on epoch:    66, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 864.0953979492s, input_fired_time: 8.4248924255, output_fired_time: 5.9614768028, propagate_forward_time: 305.1422729492, propagate_backward_time: 532.7435302734, weight_update_time: 0.9996361136, other_time: 11.8232421875
epoch time: 63.1952476501s, input_fired_time: 0.9749476910, output_fired_time: 0.0000000000, propagate_forward_time: 60.0984573364, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1218414307
validation[          , genome  6279] predictions:    5975/  10000 (59.75%), best:    6047/10000 (60.47%), error:     12175.93359, best error:     11682.25293 on epoch:    66, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 857.6437377930s, input_fired_time: 8.3504877090, output_fired_time: 5.8789153099, propagate_forward_time: 299.7012329102, propagate_backward_time: 532.1736450195, weight_update_time: 0.9930027127, other_time: 11.5394897461
epoch time: 63.1804809570s, input_fired_time: 0.9852162600, output_fired_time: 0.0000000000, propagate_forward_time: 60.0127143860, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1825485229
validation[          , genome  6279] predictions:    6056/  10000 (60.56%), best:    6047/10000 (60.47%), error:     11839.16992, best error:     11682.25293 on epoch:    66, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 856.5148315430s, input_fired_time: 8.4787044525, output_fired_time: 5.9011173248, propagate_forward_time: 299.4033813477, propagate_backward_time: 531.1538085938, weight_update_time: 0.9956675172, other_time: 11.5778198242
epoch time: 62.9551658630s, input_fired_time: 0.9448635578, output_fired_time: 0.0000000000, propagate_forward_time: 60.0444145203, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9658889771
validation[          , genome  6279] predictions:    6059/  10000 (60.59%), best:    6047/10000 (60.47%), error:     11926.40430, best error:     11682.25293 on epoch:    66, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 856.7079467773s, input_fired_time: 8.4308967590, output_fired_time: 5.9276957512, propagate_forward_time: 299.5795593262, propagate_backward_time: 530.9291381836, weight_update_time: 1.0023114681, other_time: 11.8406372070
epoch time: 63.3834190369s, input_fired_time: 1.0036066771, output_fired_time: 0.0000000000, propagate_forward_time: 60.1461753845, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2336387634
validation[          , genome  6279] predictions:    5983/  10000 (59.83%), best:    6047/10000 (60.47%), error:     12070.21875, best error:     11682.25293 on epoch:    66, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 857.8148803711s, input_fired_time: 8.3864240646, output_fired_time: 5.8487329483, propagate_forward_time: 302.5813598633, propagate_backward_time: 529.4161376953, weight_update_time: 0.9778999686, other_time: 11.5822143555
epoch time: 62.9912490845s, input_fired_time: 0.9782755971, output_fired_time: 0.0000000000, propagate_forward_time: 59.9013595581, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1116142273
validation[          , genome  6279] predictions:    6048/  10000 (60.48%), best:    6047/10000 (60.47%), error:     11948.28320, best error:     11682.25293 on epoch:    66, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 856.2713012695s, input_fired_time: 8.3675947189, output_fired_time: 5.8849172592, propagate_forward_time: 299.6694946289, propagate_backward_time: 530.7957763672, weight_update_time: 0.9883064032, other_time: 11.5535278320
epoch time: 63.3564567566s, input_fired_time: 0.9866877794, output_fired_time: 0.0000000000, propagate_forward_time: 60.1864929199, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1832771301
validation[          , genome  6279] predictions:    6030/  10000 (60.30%), best:    6030/10000 (60.30%), error:     11678.33984, best error:     11678.33984 on epoch:    73, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 855.2427368164s, input_fired_time: 8.3114280701, output_fired_time: 5.9389729500, propagate_forward_time: 297.7132873535, propagate_backward_time: 530.9165039063, weight_update_time: 1.0184601545, other_time: 12.3625488281
epoch time: 63.3164558411s, input_fired_time: 1.0095508099, output_fired_time: 0.0000000000, propagate_forward_time: 60.0990524292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2078514099
validation[          , genome  6279] predictions:    6026/  10000 (60.26%), best:    6030/10000 (60.30%), error:     12001.38867, best error:     11678.33984 on epoch:    73, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 851.0498657227s, input_fired_time: 8.3349847794, output_fired_time: 5.8891010284, propagate_forward_time: 297.2814636230, propagate_backward_time: 527.2631835938, weight_update_time: 1.0221832991, other_time: 12.2811279297
epoch time: 63.0495300293s, input_fired_time: 0.9829007983, output_fired_time: 0.0000000000, propagate_forward_time: 59.9188575745, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1477699280
validation[          , genome  6279] predictions:    6075/  10000 (60.75%), best:    6030/10000 (60.30%), error:     11692.49512, best error:     11678.33984 on epoch:    73, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 856.8689575195s, input_fired_time: 8.4406290054, output_fired_time: 5.9293279648, propagate_forward_time: 299.5832519531, propagate_backward_time: 530.9001464844, weight_update_time: 0.9958335757, other_time: 12.0156250000
epoch time: 63.3536796570s, input_fired_time: 0.9937011600, output_fired_time: 0.0000000000, propagate_forward_time: 60.1975059509, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1624717712
validation[          , genome  6279] predictions:    6023/  10000 (60.23%), best:    6030/10000 (60.30%), error:     11925.56055, best error:     11678.33984 on epoch:    73, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 855.7288818359s, input_fired_time: 8.4163980484, output_fired_time: 5.9014582634, propagate_forward_time: 299.0940856934, propagate_backward_time: 530.5746459961, weight_update_time: 0.9793841839, other_time: 11.7423706055
epoch time: 63.1599960327s, input_fired_time: 0.9988549948, output_fired_time: 0.0000000000, propagate_forward_time: 60.0087699890, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1523704529
validation[          , genome  6279] predictions:    5980/  10000 (59.80%), best:    6030/10000 (60.30%), error:     12155.33984, best error:     11678.33984 on epoch:    73, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 860.1857910156s, input_fired_time: 8.4245233536, output_fired_time: 5.9050836563, propagate_forward_time: 299.3133544922, propagate_backward_time: 535.0922851563, weight_update_time: 0.9859681129, other_time: 11.4505615234
epoch time: 63.3223876953s, input_fired_time: 1.0023345947, output_fired_time: 0.0000000000, propagate_forward_time: 60.1446685791, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1753845215
validation[          , genome  6279] predictions:    6056/  10000 (60.56%), best:    6030/10000 (60.30%), error:     11714.74609, best error:     11678.33984 on epoch:    73, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 850.5683593750s, input_fired_time: 8.2295618057, output_fired_time: 5.8344359398, propagate_forward_time: 295.7745056152, propagate_backward_time: 528.6956176758, weight_update_time: 1.0185824633, other_time: 12.0342407227
epoch time: 67.3733139038s, input_fired_time: 1.0241410732, output_fired_time: 0.0000000000, propagate_forward_time: 60.1697692871, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 6.1794052124
validation[          , genome  6279] predictions:    6062/  10000 (60.62%), best:    6062/10000 (60.62%), error:     11636.15234, best error:     11636.15234 on epoch:    79, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 850.9027709961s, input_fired_time: 8.3608627319, output_fired_time: 5.8770513535, propagate_forward_time: 297.4049072266, propagate_backward_time: 527.5256958008, weight_update_time: 0.9960324168, other_time: 11.7342529297
epoch time: 62.4098281860s, input_fired_time: 0.9708318710, output_fired_time: 0.0000000000, propagate_forward_time: 59.3324699402, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1065254211
validation[          , genome  6279] predictions:    6013/  10000 (60.13%), best:    6062/10000 (60.62%), error:     12078.09961, best error:     11636.15234 on epoch:    79, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 855.5809326172s, input_fired_time: 8.5072765350, output_fired_time: 5.9175434113, propagate_forward_time: 298.9249877930, propagate_backward_time: 530.0664672852, weight_update_time: 0.9974399805, other_time: 12.1646728516
epoch time: 63.1182899475s, input_fired_time: 0.9965246916, output_fired_time: 0.0000000000, propagate_forward_time: 59.9745140076, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1472511292
validation[          , genome  6279] predictions:    6095/  10000 (60.95%), best:    6062/10000 (60.62%), error:     11643.56348, best error:     11636.15234 on epoch:    79, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 856.1286010742s, input_fired_time: 8.5227270126, output_fired_time: 5.9236292839, propagate_forward_time: 299.0391540527, propagate_backward_time: 530.4828491211, weight_update_time: 1.0064556599, other_time: 12.1602172852
epoch time: 62.8077774048s, input_fired_time: 0.9979999661, output_fired_time: 0.0000000000, propagate_forward_time: 59.6489219666, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1608543396
validation[          , genome  6279] predictions:    6061/  10000 (60.61%), best:    6062/10000 (60.62%), error:     11805.33203, best error:     11636.15234 on epoch:    79, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 866.0744628906s, input_fired_time: 8.5897979736, output_fired_time: 5.9651451111, propagate_forward_time: 305.6528625488, propagate_backward_time: 533.7248535156, weight_update_time: 1.0040496588, other_time: 12.1418457031
epoch time: 62.9809951782s, input_fired_time: 1.0109008551, output_fired_time: 0.0000000000, propagate_forward_time: 59.8084373474, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1616554260
validation[          , genome  6279] predictions:    6035/  10000 (60.35%), best:    6062/10000 (60.62%), error:     11831.19824, best error:     11636.15234 on epoch:    79, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 857.8051147461s, input_fired_time: 8.5653934479, output_fired_time: 5.9128804207, propagate_forward_time: 299.4909057617, propagate_backward_time: 531.9243164063, weight_update_time: 0.9881522655, other_time: 11.9116210938
epoch time: 63.4112815857s, input_fired_time: 0.9720535874, output_fired_time: 0.0000000000, propagate_forward_time: 60.3670654297, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0721626282
validation[          , genome  6279] predictions:    6090/  10000 (60.90%), best:    6062/10000 (60.62%), error:     11730.13867, best error:     11636.15234 on epoch:    79, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 857.5494995117s, input_fired_time: 8.4116277695, output_fired_time: 5.8848476410, propagate_forward_time: 302.6415710449, propagate_backward_time: 529.1578369141, weight_update_time: 0.9776933193, other_time: 11.4536132813
epoch time: 63.0267372131s, input_fired_time: 0.9824467301, output_fired_time: 0.0000000000, propagate_forward_time: 59.9559478760, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0883407593
validation[          , genome  6279] predictions:    6083/  10000 (60.83%), best:    6062/10000 (60.62%), error:     11837.83691, best error:     11636.15234 on epoch:    79, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 854.0017700195s, input_fired_time: 8.4008588791, output_fired_time: 5.8803668022, propagate_forward_time: 298.9563598633, propagate_backward_time: 529.2958984375, weight_update_time: 0.9755687118, other_time: 11.4682617188
epoch time: 63.2252159119s, input_fired_time: 1.0109766722, output_fired_time: 0.0000000000, propagate_forward_time: 60.0963935852, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1178474426
validation[          , genome  6279] predictions:    6086/  10000 (60.86%), best:    6062/10000 (60.62%), error:     11879.54004, best error:     11636.15234 on epoch:    79, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 865.0220336914s, input_fired_time: 8.4666957855, output_fired_time: 5.9306120872, propagate_forward_time: 303.3873596191, propagate_backward_time: 535.5368652344, weight_update_time: 0.9865778089, other_time: 11.7005615234
epoch time: 63.2390632629s, input_fired_time: 1.0120432377, output_fired_time: 0.0000000000, propagate_forward_time: 60.0359649658, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1910552979
validation[          , genome  6279] predictions:    6069/  10000 (60.69%), best:    6062/10000 (60.62%), error:     11756.51953, best error:     11636.15234 on epoch:    79, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 849.2817993164s, input_fired_time: 8.3974103928, output_fired_time: 5.8688230515, propagate_forward_time: 296.6631774902, propagate_backward_time: 526.7706909180, weight_update_time: 0.9831422567, other_time: 11.5817260742
epoch time: 63.4075202942s, input_fired_time: 1.0258805752, output_fired_time: 0.0000000000, propagate_forward_time: 60.2000808716, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1815605164
validation[          , genome  6279] predictions:    6094/  10000 (60.94%), best:    6062/10000 (60.62%), error:     11808.00293, best error:     11636.15234 on epoch:    79, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 857.6037597656s, input_fired_time: 8.5549411774, output_fired_time: 5.9750080109, propagate_forward_time: 299.4005432129, propagate_backward_time: 531.5444946289, weight_update_time: 1.0070416927, other_time: 12.1287231445
epoch time: 62.9107818604s, input_fired_time: 1.0004293919, output_fired_time: 0.0000000000, propagate_forward_time: 59.7838668823, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1264839172
validation[          , genome  6279] predictions:    6071/  10000 (60.71%), best:    6062/10000 (60.62%), error:     11715.80273, best error:     11636.15234 on epoch:    79, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 852.4635009766s, input_fired_time: 8.4533472061, output_fired_time: 5.8841781616, propagate_forward_time: 297.7734680176, propagate_backward_time: 528.0996093750, weight_update_time: 1.0224168301, other_time: 12.2529296875
epoch time: 63.2651519775s, input_fired_time: 1.0131208897, output_fired_time: 0.0000000000, propagate_forward_time: 60.1164665222, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1355628967
validation[          , genome  6279] predictions:    6092/  10000 (60.92%), best:    6092/10000 (60.92%), error:     11609.53320, best error:     11609.53320 on epoch:    90, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 855.6565551758s, input_fired_time: 8.3992958069, output_fired_time: 5.8531613350, propagate_forward_time: 297.6321716309, propagate_backward_time: 532.4295654297, weight_update_time: 0.9747194052, other_time: 11.3424072266
epoch time: 62.7162017822s, input_fired_time: 0.9933354259, output_fired_time: 0.0000000000, propagate_forward_time: 59.6275863647, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0952796936
validation[          , genome  6279] predictions:    6098/  10000 (60.98%), best:    6092/10000 (60.92%), error:     11785.96680, best error:     11609.53320 on epoch:    90, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 862.0231933594s, input_fired_time: 8.5656957626, output_fired_time: 5.9162931442, propagate_forward_time: 299.7051696777, propagate_backward_time: 535.8206176758, weight_update_time: 1.0120164156, other_time: 12.0154418945
epoch time: 62.6036987305s, input_fired_time: 0.9752780199, output_fired_time: 0.0000000000, propagate_forward_time: 59.5945701599, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0338516235
validation[          , genome  6279] predictions:    6079/  10000 (60.79%), best:    6092/10000 (60.92%), error:     11634.26074, best error:     11609.53320 on epoch:    90, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 856.7582397461s, input_fired_time: 8.6816072464, output_fired_time: 5.9212312698, propagate_forward_time: 299.3914794922, propagate_backward_time: 530.7667236328, weight_update_time: 1.0109193325, other_time: 11.9972534180
epoch time: 62.5165176392s, input_fired_time: 0.9824604988, output_fired_time: 0.0000000000, propagate_forward_time: 59.3901405334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1439170837
validation[          , genome  6279] predictions:    6026/  10000 (60.26%), best:    6092/10000 (60.92%), error:     11893.25293, best error:     11609.53320 on epoch:    90, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 855.3841552734s, input_fired_time: 8.4882087708, output_fired_time: 5.8972797394, propagate_forward_time: 298.7254028320, propagate_backward_time: 530.2900390625, weight_update_time: 1.0006387234, other_time: 11.9832153320
epoch time: 63.4822616577s, input_fired_time: 1.0075041056, output_fired_time: 0.0000000000, propagate_forward_time: 60.2709732056, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2037849426
validation[          , genome  6279] predictions:    6115/  10000 (61.15%), best:    6092/10000 (60.92%), error:     11629.44043, best error:     11609.53320 on epoch:    90, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 860.3275146484s, input_fired_time: 8.6078214645, output_fired_time: 5.9127879143, propagate_forward_time: 300.8012695313, propagate_backward_time: 532.3674926758, weight_update_time: 1.0104411840, other_time: 12.6381225586
epoch time: 63.0999450684s, input_fired_time: 0.9953646660, output_fired_time: 0.0000000000, propagate_forward_time: 59.9672317505, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1373481750
validation[          , genome  6279] predictions:    6066/  10000 (60.66%), best:    6092/10000 (60.92%), error:     11710.78906, best error:     11609.53320 on epoch:    90, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 857.7701416016s, input_fired_time: 8.5391807556, output_fired_time: 5.9360346794, propagate_forward_time: 299.8320312500, propagate_backward_time: 531.5990600586, weight_update_time: 1.0019716024, other_time: 11.8638305664
epoch time: 62.9618568420s, input_fired_time: 0.9927747846, output_fired_time: 0.0000000000, propagate_forward_time: 59.9101829529, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0588989258
validation[          , genome  6279] predictions:    6080/  10000 (60.80%), best:    6092/10000 (60.92%), error:     11799.18164, best error:     11609.53320 on epoch:    90, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 859.3280639648s, input_fired_time: 8.4417476654, output_fired_time: 5.9012284279, propagate_forward_time: 298.8874816895, propagate_backward_time: 534.3255004883, weight_update_time: 0.9921812415, other_time: 11.7720336914
epoch time: 64.4577331543s, input_fired_time: 1.0502976179, output_fired_time: 0.0000000000, propagate_forward_time: 61.1750640869, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2323722839
validation[          , genome  6279] predictions:    6092/  10000 (60.92%), best:    6092/10000 (60.92%), error:     11699.04297, best error:     11609.53320 on epoch:    90, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 867.8693237305s, input_fired_time: 8.5656166077, output_fired_time: 6.0049071312, propagate_forward_time: 306.3293151855, propagate_backward_time: 535.0452880859, weight_update_time: 1.0124120712, other_time: 11.9241943359
epoch time: 63.2055130005s, input_fired_time: 1.0180240870, output_fired_time: 0.0000000000, propagate_forward_time: 60.0134162903, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1740722656
validation[          , genome  6279] predictions:    6107/  10000 (61.07%), best:    6092/10000 (60.92%), error:     11638.33301, best error:     11609.53320 on epoch:    90, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 859.8521728516s, input_fired_time: 8.4789724350, output_fired_time: 5.9023809433, propagate_forward_time: 300.2409362793, propagate_backward_time: 533.3798828125, weight_update_time: 1.0008846521, other_time: 11.8499755859
epoch time: 63.5766487122s, input_fired_time: 1.0296723843, output_fired_time: 0.0000000000, propagate_forward_time: 60.3918533325, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1551246643
validation[          , genome  6279] predictions:    6042/  10000 (60.42%), best:    6092/10000 (60.92%), error:     11807.49805, best error:     11609.53320 on epoch:    90, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 860.8486938477s, input_fired_time: 8.5378055573, output_fired_time: 5.9171571732, propagate_forward_time: 300.6710205078, propagate_backward_time: 533.8389892578, weight_update_time: 1.0107481480, other_time: 11.8837280273
epoch time: 63.7614593506s, input_fired_time: 1.0588754416, output_fired_time: 0.0000000000, propagate_forward_time: 60.5010223389, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2015609741
validation[          , genome  6279] predictions:    6067/  10000 (60.67%), best:    6092/10000 (60.92%), error:     11714.53223, best error:     11609.53320 on epoch:    90, 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: 320.0726623535s, input_fired_time: 4.9740962982, output_fired_time: 0.0000000000, propagate_forward_time: 304.2779846191, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 10.8205871582
best training[          , genome  6279] predictions:   39469/  50000 (78.94%), best:    6092/10000 (60.92%), error:     31809.81445, best error:     11609.53320 on epoch:    90, 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: 63.7195243835s, input_fired_time: 1.0328029394, output_fired_time: 0.0000000000, propagate_forward_time: 60.5105476379, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1761741638
   testing[          , genome  6279] predictions:    6092/  10000 (60.92%), best:    6092/10000 (60.92%), error:     11609.53320, best error:     11609.53320 on epoch:    90, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
08:57:26 (6572): called boinc_finish(0)

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