Nameexact_genome_1508499903_25_13940_1
Workunit2260002
Created23 Oct 2017, 12:01:01 UTC
Sent23 Oct 2017, 12:20:20 UTC
Report deadline9 Dec 2017, 8:22:49 UTC
Received27 Oct 2017, 3:45:09 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52322
Run time1 days 2 hours 0 min 23 sec
CPU time1 days 1 hours 55 min 21 sec
Validate stateValid
Credit11,708.77
Device peak FLOPS2.94 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size173.10 MB
Peak swap size171.54 MB
Peak disk usage6.10 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
5954589844
epoch time: 66.5187454224s, input_fired_time: 1.2461917400, output_fired_time: 0.0000000000, propagate_forward_time: 63.4316482544, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8409042358
validation[          , genome 13940] predictions:    9855/  10000 (98.55%), best:    9855/10000 (98.55%), error:       460.78302, best error:       460.78302 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 849.1036376953s, input_fired_time: 10.1630706787, output_fired_time: 10.4797229767, propagate_forward_time: 316.6513366699, propagate_backward_time: 501.2044067383, weight_update_time: 0.9911649227, other_time: 10.6050720215
epoch time: 66.9771118164s, input_fired_time: 1.2542812824, output_fired_time: 0.0000000000, propagate_forward_time: 63.8628273010, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8600044250
validation[          , genome 13940] predictions:    9829/  10000 (98.29%), best:    9855/10000 (98.55%), error:       522.29340, best error:       460.78302 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 849.3953247070s, input_fired_time: 10.1626939774, output_fired_time: 10.5094242096, propagate_forward_time: 316.9912719727, propagate_backward_time: 501.1846008301, weight_update_time: 0.9860095382, other_time: 10.5473327637
epoch time: 66.9896240234s, input_fired_time: 1.2693176270, output_fired_time: 0.0000000000, propagate_forward_time: 63.8502845764, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8700218201
validation[          , genome 13940] predictions:    9829/  10000 (98.29%), best:    9855/10000 (98.55%), error:       543.88416, best error:       460.78302 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 852.4270019531s, input_fired_time: 10.2497100830, output_fired_time: 10.5738697052, propagate_forward_time: 318.1876831055, propagate_backward_time: 502.6751403809, weight_update_time: 1.0039106607, other_time: 10.7406311035
epoch time: 66.4208984375s, input_fired_time: 1.2666238546, output_fired_time: 0.0000000000, propagate_forward_time: 63.2083053589, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9459686279
validation[          , genome 13940] predictions:    9852/  10000 (98.52%), best:    9855/10000 (98.55%), error:       502.60507, best error:       460.78302 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 849.4113769531s, input_fired_time: 10.2575635910, output_fired_time: 10.5648365021, propagate_forward_time: 316.5268249512, propagate_backward_time: 501.2410888672, weight_update_time: 1.0027823448, other_time: 10.8210449219
epoch time: 66.6347045898s, input_fired_time: 1.2648844719, output_fired_time: 0.0000000000, propagate_forward_time: 63.4333229065, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9364967346
validation[          , genome 13940] predictions:    9829/  10000 (98.29%), best:    9855/10000 (98.55%), error:       575.99945, best error:       460.78302 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 850.9125976563s, input_fired_time: 10.2629404068, output_fired_time: 10.5692701340, propagate_forward_time: 317.1950378418, propagate_backward_time: 502.0621948242, weight_update_time: 1.0019143820, other_time: 10.8231811523
epoch time: 66.6869201660s, input_fired_time: 1.2644397020, output_fired_time: 0.0000000000, propagate_forward_time: 63.4997482300, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9227294922
validation[          , genome 13940] predictions:    9836/  10000 (98.36%), best:    9855/10000 (98.55%), error:       504.35886, best error:       460.78302 on epoch:    15, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 853.8500366211s, input_fired_time: 10.2728729248, output_fired_time: 10.5957841873, propagate_forward_time: 318.2380981445, propagate_backward_time: 503.9681701660, weight_update_time: 1.0084939003, other_time: 10.7751159668
epoch time: 67.1344451904s, input_fired_time: 1.2713738680, output_fired_time: 0.0000000000, propagate_forward_time: 63.9634475708, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8996200562
validation[          , genome 13940] predictions:    9856/  10000 (98.56%), best:    9856/10000 (98.56%), error:       433.18506, best error:       433.18506 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 848.4548950195s, input_fired_time: 10.2506837845, output_fired_time: 10.4988927841, propagate_forward_time: 316.2287292480, propagate_backward_time: 500.6323547363, weight_update_time: 1.0044097900, other_time: 10.8442382813
epoch time: 67.1722869873s, input_fired_time: 1.2746568918, output_fired_time: 0.0000000000, propagate_forward_time: 64.0079345703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8896942139
validation[          , genome 13940] predictions:    9815/  10000 (98.15%), best:    9856/10000 (98.56%), error:       606.96051, best error:       433.18506 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 851.9495239258s, input_fired_time: 10.2693500519, output_fired_time: 10.5448617935, propagate_forward_time: 318.0272521973, propagate_backward_time: 502.3804321289, weight_update_time: 0.9995225072, other_time: 10.7276000977
epoch time: 66.8855209351s, input_fired_time: 1.2718987465, output_fired_time: 0.0000000000, propagate_forward_time: 63.7141227722, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8995018005
validation[          , genome 13940] predictions:    9834/  10000 (98.34%), best:    9856/10000 (98.56%), error:       515.12183, best error:       433.18506 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 852.3766479492s, input_fired_time: 10.2743997574, output_fired_time: 10.5558404922, propagate_forward_time: 317.8196105957, propagate_backward_time: 502.9292297363, weight_update_time: 1.0019189119, other_time: 10.7975769043
epoch time: 66.9087600708s, input_fired_time: 1.2686617374, output_fired_time: 0.0000000000, propagate_forward_time: 63.7123413086, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9277572632
validation[          , genome 13940] predictions:    9838/  10000 (98.38%), best:    9856/10000 (98.56%), error:       451.47150, best error:       433.18506 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 852.2726440430s, input_fired_time: 10.2554550171, output_fired_time: 10.5235528946, propagate_forward_time: 317.8560485840, propagate_backward_time: 502.9057922363, weight_update_time: 1.0011961460, other_time: 10.7317810059
epoch time: 67.1471252441s, input_fired_time: 1.2709394693, output_fired_time: 0.0000000000, propagate_forward_time: 63.9845275879, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8916549683
validation[          , genome 13940] predictions:    9835/  10000 (98.35%), best:    9856/10000 (98.56%), error:       529.96460, best error:       433.18506 on epoch:    21, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 850.4375000000s, input_fired_time: 10.2722578049, output_fired_time: 10.5375642776, propagate_forward_time: 316.6597595215, propagate_backward_time: 502.1874084473, weight_update_time: 0.9966984391, other_time: 10.7804870605
epoch time: 66.7557525635s, input_fired_time: 1.2684637308, output_fired_time: 0.0000000000, propagate_forward_time: 63.6027030945, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8845863342
validation[          , genome 13940] predictions:    9846/  10000 (98.46%), best:    9856/10000 (98.56%), error:       492.40976, best error:       433.18506 on epoch:    21, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 850.8751831055s, input_fired_time: 10.2866468430, output_fired_time: 10.5453834534, propagate_forward_time: 317.1883239746, propagate_backward_time: 502.0095214844, weight_update_time: 1.0022754669, other_time: 10.8453369141
epoch time: 66.5010299683s, input_fired_time: 1.2710975409, output_fired_time: 0.0000000000, propagate_forward_time: 63.3358802795, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8940544128
validation[          , genome 13940] predictions:    9791/  10000 (97.91%), best:    9856/10000 (98.56%), error:       648.36353, best error:       433.18506 on epoch:    21, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 848.8408813477s, input_fired_time: 10.2797145844, output_fired_time: 10.5203514099, propagate_forward_time: 316.6716613770, propagate_backward_time: 500.5440979004, weight_update_time: 0.9996997118, other_time: 10.8250732422
epoch time: 66.9436035156s, input_fired_time: 1.2675770521, output_fired_time: 0.0000000000, propagate_forward_time: 63.7807731628, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8952522278
validation[          , genome 13940] predictions:    9838/  10000 (98.38%), best:    9856/10000 (98.56%), error:       500.41217, best error:       433.18506 on epoch:    21, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 850.6641235352s, input_fired_time: 10.2869939804, output_fired_time: 10.5136890411, propagate_forward_time: 317.1731262207, propagate_backward_time: 501.9414672852, weight_update_time: 1.0024411678, other_time: 10.7488403320
epoch time: 66.8325042725s, input_fired_time: 1.2732294798, output_fired_time: 0.0000000000, propagate_forward_time: 63.6536560059, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9056167603
validation[          , genome 13940] predictions:    9840/  10000 (98.40%), best:    9856/10000 (98.56%), error:       476.73297, best error:       433.18506 on epoch:    21, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 850.4022216797s, input_fired_time: 10.2941551208, output_fired_time: 10.5163030624, propagate_forward_time: 316.4978027344, propagate_backward_time: 502.3212585449, weight_update_time: 1.0073627234, other_time: 10.7727355957
epoch time: 66.6382369995s, input_fired_time: 1.2879089117, output_fired_time: 0.0000000000, propagate_forward_time: 63.4429283142, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9073982239
validation[          , genome 13940] predictions:    9884/  10000 (98.84%), best:    9884/10000 (98.84%), error:       390.24182, best error:       390.24182 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 850.5101318359s, input_fired_time: 10.2936334610, output_fired_time: 10.5066061020, propagate_forward_time: 317.4398193359, propagate_backward_time: 501.4402160645, weight_update_time: 1.0051648617, other_time: 10.8298645020
epoch time: 66.7183914185s, input_fired_time: 1.2653058767, output_fired_time: 0.0000000000, propagate_forward_time: 63.5517807007, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9013061523
validation[          , genome 13940] predictions:    9866/  10000 (98.66%), best:    9884/10000 (98.84%), error:       435.86841, best error:       390.24182 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 851.4379882813s, input_fired_time: 10.3140935898, output_fired_time: 10.5440006256, propagate_forward_time: 318.1174926758, propagate_backward_time: 501.7117919922, weight_update_time: 0.9972465634, other_time: 10.7506103516
epoch time: 66.3178863525s, input_fired_time: 1.2753108740, output_fired_time: 0.0000000000, propagate_forward_time: 63.1345214844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9080505371
validation[          , genome 13940] predictions:    9869/  10000 (98.69%), best:    9884/10000 (98.84%), error:       444.82706, best error:       390.24182 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 853.1447753906s, input_fired_time: 10.3213081360, output_fired_time: 10.6086406708, propagate_forward_time: 317.9365844727, propagate_backward_time: 503.4548950195, weight_update_time: 1.0049443245, other_time: 10.8233642578
epoch time: 66.7448501587s, input_fired_time: 1.2686096430, output_fired_time: 0.0000000000, propagate_forward_time: 63.5683937073, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9078483582
validation[          , genome 13940] predictions:    9863/  10000 (98.63%), best:    9884/10000 (98.84%), error:       418.64709, best error:       390.24182 on epoch:    30, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 850.1823120117s, input_fired_time: 10.2897577286, output_fired_time: 10.5035934448, propagate_forward_time: 316.8501281738, propagate_backward_time: 501.7633972168, weight_update_time: 1.0015672445, other_time: 10.7754211426
epoch time: 67.0746536255s, input_fired_time: 1.2805182934, output_fired_time: 0.0000000000, propagate_forward_time: 63.8787956238, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9153404236
validation[          , genome 13940] predictions:    9848/  10000 (98.48%), best:    9884/10000 (98.84%), error:       430.94510, best error:       390.24182 on epoch:    30, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 851.4517822266s, input_fired_time: 10.2996425629, output_fired_time: 10.5378284454, propagate_forward_time: 317.4261779785, propagate_backward_time: 502.3884887695, weight_update_time: 1.0061991215, other_time: 10.7996215820
epoch time: 66.4427719116s, input_fired_time: 1.2704705000, output_fired_time: 0.0000000000, propagate_forward_time: 63.2639427185, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9083595276
validation[          , genome 13940] predictions:    9884/  10000 (98.84%), best:    9884/10000 (98.84%), error:       388.67465, best error:       388.67465 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 851.1813964844s, input_fired_time: 10.3181200027, output_fired_time: 10.5438737869, propagate_forward_time: 317.4106140137, propagate_backward_time: 502.1231994629, weight_update_time: 1.0069427490, other_time: 10.7856140137
epoch time: 66.8550796509s, input_fired_time: 1.2777594328, output_fired_time: 0.0000000000, propagate_forward_time: 63.6611824036, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9161415100
validation[          , genome 13940] predictions:    9875/  10000 (98.75%), best:    9884/10000 (98.84%), error:       391.12192, best error:       388.67465 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 850.3175048828s, input_fired_time: 10.3227787018, output_fired_time: 10.5115022659, propagate_forward_time: 317.3552856445, propagate_backward_time: 501.2669067383, weight_update_time: 1.0029907227, other_time: 10.8610839844
epoch time: 66.7321090698s, input_fired_time: 1.2718219757, output_fired_time: 0.0000000000, propagate_forward_time: 63.5659065247, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8943824768
validation[          , genome 13940] predictions:    9853/  10000 (98.53%), best:    9884/10000 (98.84%), error:       454.48752, best error:       388.67465 on epoch:    35, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 850.6818847656s, input_fired_time: 10.3039913177, output_fired_time: 10.5226764679, propagate_forward_time: 317.2170715332, propagate_backward_time: 501.8789978027, weight_update_time: 0.9997538924, other_time: 10.7590637207
epoch time: 67.1672363281s, input_fired_time: 1.2862901688, output_fired_time: 0.0000000000, propagate_forward_time: 63.9955482483, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8853950500
validation[          , genome 13940] predictions:    9873/  10000 (98.73%), best:    9884/10000 (98.84%), error:       414.40308, best error:       388.67465 on epoch:    35, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 850.7454833984s, input_fired_time: 10.3354377747, output_fired_time: 10.5642347336, propagate_forward_time: 317.0102844238, propagate_backward_time: 502.0211181641, weight_update_time: 1.0013037920, other_time: 10.8144531250
epoch time: 66.7443923950s, input_fired_time: 1.2694084644, output_fired_time: 0.0000000000, propagate_forward_time: 63.5821380615, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8928451538
validation[          , genome 13940] predictions:    9852/  10000 (98.52%), best:    9884/10000 (98.84%), error:       478.16724, best error:       388.67465 on epoch:    35, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 851.9377441406s, input_fired_time: 10.3421382904, output_fired_time: 10.5488691330, propagate_forward_time: 318.1676330566, propagate_backward_time: 502.0178222656, weight_update_time: 1.0101469755, other_time: 10.8612060547
epoch time: 67.0232162476s, input_fired_time: 1.2848966122, output_fired_time: 0.0000000000, propagate_forward_time: 63.8375816345, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9007377625
validation[          , genome 13940] predictions:    9878/  10000 (98.78%), best:    9884/10000 (98.84%), error:       390.10464, best error:       388.67465 on epoch:    35, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 851.2961425781s, input_fired_time: 10.3337011337, output_fired_time: 10.5374135971, propagate_forward_time: 317.1660156250, propagate_backward_time: 502.4883422852, weight_update_time: 1.0059697628, other_time: 10.7706909180
epoch time: 66.1306686401s, input_fired_time: 1.2828353643, output_fired_time: 0.0000000000, propagate_forward_time: 62.9519157410, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8959159851
validation[          , genome 13940] predictions:    9881/  10000 (98.81%), best:    9881/10000 (98.81%), error:       376.39471, best error:       376.39471 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 849.9356079102s, input_fired_time: 10.3328533173, output_fired_time: 10.5382242203, propagate_forward_time: 316.3796691895, propagate_backward_time: 501.8461303711, weight_update_time: 0.9953975677, other_time: 10.8388061523
epoch time: 66.3484878540s, input_fired_time: 1.2844632864, output_fired_time: 0.0000000000, propagate_forward_time: 63.1612548828, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9027709961
validation[          , genome 13940] predictions:    9865/  10000 (98.65%), best:    9881/10000 (98.81%), error:       407.20963, best error:       376.39471 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 849.2584838867s, input_fired_time: 10.3318872452, output_fired_time: 10.4990406036, propagate_forward_time: 316.3007202148, propagate_backward_time: 501.2752685547, weight_update_time: 1.0035918951, other_time: 10.8515625000
epoch time: 66.2211227417s, input_fired_time: 1.2780516148, output_fired_time: 0.0000000000, propagate_forward_time: 63.0555648804, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8875045776
validation[          , genome 13940] predictions:    9877/  10000 (98.77%), best:    9881/10000 (98.81%), error:       376.75500, best error:       376.39471 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 853.0136718750s, input_fired_time: 10.3622207642, output_fired_time: 10.5637836456, propagate_forward_time: 318.6325378418, propagate_backward_time: 502.6500244141, weight_update_time: 0.9996700287, other_time: 10.8050537109
epoch time: 66.7764892578s, input_fired_time: 1.2814629078, output_fired_time: 0.0000000000, propagate_forward_time: 63.5658416748, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9291839600
validation[          , genome 13940] predictions:    9875/  10000 (98.75%), best:    9881/10000 (98.81%), error:       414.18204, best error:       376.39471 on epoch:    41, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 849.9490356445s, input_fired_time: 10.3383626938, output_fired_time: 10.5233402252, propagate_forward_time: 317.1823120117, propagate_backward_time: 501.1265563965, weight_update_time: 1.0029428005, other_time: 10.7784729004
epoch time: 66.2003860474s, input_fired_time: 1.2748589516, output_fired_time: 0.0000000000, propagate_forward_time: 63.0229835510, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9025459290
validation[          , genome 13940] predictions:    9876/  10000 (98.76%), best:    9881/10000 (98.81%), error:       395.58960, best error:       376.39471 on epoch:    41, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 851.7336425781s, input_fired_time: 10.3407964706, output_fired_time: 10.5381784439, propagate_forward_time: 317.1220092773, propagate_backward_time: 502.9527587891, weight_update_time: 1.0011835098, other_time: 10.7798461914
epoch time: 66.8906707764s, input_fired_time: 1.2863177061, output_fired_time: 0.0000000000, propagate_forward_time: 63.6916084290, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9127464294
validation[          , genome 13940] predictions:    9858/  10000 (98.58%), best:    9881/10000 (98.81%), error:       449.29514, best error:       376.39471 on epoch:    41, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 854.2188720703s, input_fired_time: 10.3839616776, output_fired_time: 10.5885562897, propagate_forward_time: 318.5443420410, propagate_backward_time: 503.9425354004, weight_update_time: 1.0022621155, other_time: 10.7594909668
epoch time: 66.3456268311s, input_fired_time: 1.2885061502, output_fired_time: 0.0000000000, propagate_forward_time: 63.1336822510, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9234390259
validation[          , genome 13940] predictions:    9885/  10000 (98.85%), best:    9885/10000 (98.85%), error:       367.23822, best error:       367.23822 on epoch:    47, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 856.1194458008s, input_fired_time: 10.3812685013, output_fired_time: 10.5629854202, propagate_forward_time: 318.7604980469, propagate_backward_time: 505.6160278320, weight_update_time: 1.0105919838, other_time: 10.7986450195
epoch time: 66.8839111328s, input_fired_time: 1.2897149324, output_fired_time: 0.0000000000, propagate_forward_time: 63.6711082458, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9230842590
validation[          , genome 13940] predictions:    9887/  10000 (98.87%), best:    9885/10000 (98.85%), error:       388.29303, best error:       367.23822 on epoch:    47, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 854.9948730469s, input_fired_time: 10.3846378326, output_fired_time: 10.5667905807, propagate_forward_time: 318.8215942383, propagate_backward_time: 504.4046020508, weight_update_time: 1.0029382706, other_time: 10.8172607422
epoch time: 66.8912429810s, input_fired_time: 1.2888447046, output_fired_time: 0.0000000000, propagate_forward_time: 63.6967353821, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9056663513
validation[          , genome 13940] predictions:    9860/  10000 (98.60%), best:    9885/10000 (98.85%), error:       464.48019, best error:       367.23822 on epoch:    47, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 855.8873901367s, input_fired_time: 10.3949871063, output_fired_time: 10.5685625076, propagate_forward_time: 318.9586181641, propagate_backward_time: 505.1413879395, weight_update_time: 1.0008438826, other_time: 10.8238830566
epoch time: 66.0281448364s, input_fired_time: 1.2783763409, output_fired_time: 0.0000000000, propagate_forward_time: 62.8273468018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9224243164
validation[          , genome 13940] predictions:    9888/  10000 (98.88%), best:    9885/10000 (98.85%), error:       383.46335, best error:       367.23822 on epoch:    47, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 857.8516235352s, input_fired_time: 10.4006872177, output_fired_time: 10.6428785324, propagate_forward_time: 319.5185546875, propagate_backward_time: 506.4439392090, weight_update_time: 1.0079764128, other_time: 10.8455505371
epoch time: 67.0237579346s, input_fired_time: 1.2907880545, output_fired_time: 0.0000000000, propagate_forward_time: 63.8276481628, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9053230286
validation[          , genome 13940] predictions:    9867/  10000 (98.67%), best:    9885/10000 (98.85%), error:       433.01617, best error:       367.23822 on epoch:    47, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 855.3984375000s, input_fired_time: 10.3797693253, output_fired_time: 10.5540256500, propagate_forward_time: 319.2694396973, propagate_backward_time: 504.3874511719, weight_update_time: 1.0113034248, other_time: 10.8077392578
epoch time: 66.8557739258s, input_fired_time: 1.2902122736, output_fired_time: 0.0000000000, propagate_forward_time: 63.6473655701, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9181938171
validation[          , genome 13940] predictions:    9881/  10000 (98.81%), best:    9885/10000 (98.85%), error:       372.68964, best error:       367.23822 on epoch:    47, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 856.5593261719s, input_fired_time: 10.4051685333, output_fired_time: 10.6041889191, propagate_forward_time: 319.1968688965, propagate_backward_time: 505.5628967285, weight_update_time: 1.0088311434, other_time: 10.7902526855
epoch time: 67.5395050049s, input_fired_time: 1.3049895763, output_fired_time: 0.0000000000, propagate_forward_time: 64.3049163818, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9295959473
validation[          , genome 13940] predictions:    9896/  10000 (98.96%), best:    9896/10000 (98.96%), error:       361.35281, best error:       361.35281 on epoch:    53, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 859.0421142578s, input_fired_time: 10.4499711990, output_fired_time: 10.6104822159, propagate_forward_time: 321.0072326660, propagate_backward_time: 506.1549987793, weight_update_time: 1.0026060343, other_time: 10.8194885254
epoch time: 67.3902282715s, input_fired_time: 1.2935757637, output_fired_time: 0.0000000000, propagate_forward_time: 64.2011642456, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8954849243
validation[          , genome 13940] predictions:    9867/  10000 (98.67%), best:    9896/10000 (98.96%), error:       405.01172, best error:       361.35281 on epoch:    53, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 858.0382080078s, input_fired_time: 10.4464025497, output_fired_time: 10.6148643494, propagate_forward_time: 320.0841369629, propagate_backward_time: 506.0944519043, weight_update_time: 1.0063686371, other_time: 10.7983703613
epoch time: 66.7357635498s, input_fired_time: 1.2942817211, output_fired_time: 0.0000000000, propagate_forward_time: 63.5135574341, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9279251099
validation[          , genome 13940] predictions:    9884/  10000 (98.84%), best:    9896/10000 (98.96%), error:       367.22647, best error:       361.35281 on epoch:    53, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 858.2161865234s, input_fired_time: 10.4463491440, output_fired_time: 10.6054544449, propagate_forward_time: 319.9071960449, propagate_backward_time: 506.4312438965, weight_update_time: 1.0085942745, other_time: 10.8259582520
epoch time: 66.9302978516s, input_fired_time: 1.2946863174, output_fired_time: 0.0000000000, propagate_forward_time: 63.7178688049, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9177436829
validation[          , genome 13940] predictions:    9884/  10000 (98.84%), best:    9896/10000 (98.96%), error:       380.53976, best error:       361.35281 on epoch:    53, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 858.1156005859s, input_fired_time: 10.4632520676, output_fired_time: 10.5900726318, propagate_forward_time: 320.1128845215, propagate_backward_time: 506.1035156250, weight_update_time: 1.0082801580, other_time: 10.8458251953
epoch time: 67.0526657104s, input_fired_time: 1.2876590490, output_fired_time: 0.0000000000, propagate_forward_time: 63.8341865540, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9308204651
validation[          , genome 13940] predictions:    9872/  10000 (98.72%), best:    9896/10000 (98.96%), error:       413.95514, best error:       361.35281 on epoch:    53, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 858.4899291992s, input_fired_time: 10.4426965714, output_fired_time: 10.6349935532, propagate_forward_time: 320.4527282715, propagate_backward_time: 506.1102600098, weight_update_time: 1.0148222446, other_time: 10.8492126465
epoch time: 65.9086685181s, input_fired_time: 1.2822520733, output_fired_time: 0.0000000000, propagate_forward_time: 62.7215461731, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9048728943
validation[          , genome 13940] predictions:    9891/  10000 (98.91%), best:    9896/10000 (98.96%), error:       363.23422, best error:       361.35281 on epoch:    53, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 858.4262084961s, input_fired_time: 10.4655942917, output_fired_time: 10.6278343201, propagate_forward_time: 320.2735290527, propagate_backward_time: 506.2473144531, weight_update_time: 1.0052415133, other_time: 10.8120117188
epoch time: 67.5779342651s, input_fired_time: 1.2998954058, output_fired_time: 0.0000000000, propagate_forward_time: 64.3734130859, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9046249390
validation[          , genome 13940] predictions:    9892/  10000 (98.92%), best:    9896/10000 (98.96%), error:       361.61581, best error:       361.35281 on epoch:    53, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 859.0147094727s, input_fired_time: 10.4355134964, output_fired_time: 10.6299695969, propagate_forward_time: 320.2318725586, propagate_backward_time: 506.9246826172, weight_update_time: 0.9986714721, other_time: 10.7927246094
epoch time: 67.3993835449s, input_fired_time: 1.3008995056, output_fired_time: 0.0000000000, propagate_forward_time: 64.2106475830, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8878326416
validation[          , genome 13940] predictions:    9840/  10000 (98.40%), best:    9896/10000 (98.96%), error:       490.12408, best error:       361.35281 on epoch:    53, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 857.8541870117s, input_fired_time: 10.4604616165, output_fired_time: 10.5821237564, propagate_forward_time: 320.4223022461, propagate_backward_time: 505.5859985352, weight_update_time: 1.0069785118, other_time: 10.8032836914
epoch time: 68.0978393555s, input_fired_time: 1.3003388643, output_fired_time: 0.0000000000, propagate_forward_time: 64.8755874634, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9219131470
validation[          , genome 13940] predictions:    9882/  10000 (98.82%), best:    9896/10000 (98.96%), error:       365.46719, best error:       361.35281 on epoch:    53, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 856.4161987305s, input_fired_time: 10.4381055832, output_fired_time: 10.5516939163, propagate_forward_time: 319.1265258789, propagate_backward_time: 505.5022277832, weight_update_time: 1.0105686188, other_time: 10.7976379395
epoch time: 66.8216323853s, input_fired_time: 1.2987493277, output_fired_time: 0.0000000000, propagate_forward_time: 63.6271133423, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8957672119
validation[          , genome 13940] predictions:    9887/  10000 (98.87%), best:    9896/10000 (98.96%), error:       362.85333, best error:       361.35281 on epoch:    53, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 859.7196655273s, input_fired_time: 10.4780941010, output_fired_time: 10.6344518661, propagate_forward_time: 320.9888000488, propagate_backward_time: 506.8110961914, weight_update_time: 1.0054070950, other_time: 10.8071899414
epoch time: 67.6270980835s, input_fired_time: 1.3064620495, output_fired_time: 0.0000000000, propagate_forward_time: 64.4068298340, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9138031006
validation[          , genome 13940] predictions:    9893/  10000 (98.93%), best:    9893/10000 (98.93%), error:       349.38831, best error:       349.38831 on epoch:    63, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 859.5496215820s, input_fired_time: 10.4859972000, output_fired_time: 10.6031713486, propagate_forward_time: 320.5158691406, propagate_backward_time: 507.1431884766, weight_update_time: 1.0083249807, other_time: 10.8013916016
epoch time: 67.4035415649s, input_fired_time: 1.3059343100, output_fired_time: 0.0000000000, propagate_forward_time: 64.1965103149, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9011001587
validation[          , genome 13940] predictions:    9870/  10000 (98.70%), best:    9893/10000 (98.93%), error:       431.60785, best error:       349.38831 on epoch:    63, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 858.9215698242s, input_fired_time: 10.4965333939, output_fired_time: 10.6432800293, propagate_forward_time: 320.7777404785, propagate_backward_time: 506.1635742188, weight_update_time: 1.0113180876, other_time: 10.8404541016
epoch time: 67.3127746582s, input_fired_time: 1.3005951643, output_fired_time: 0.0000000000, propagate_forward_time: 64.0558853149, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9562911987
validation[          , genome 13940] predictions:    9879/  10000 (98.79%), best:    9893/10000 (98.93%), error:       379.12906, best error:       349.38831 on epoch:    63, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 860.9361572266s, input_fired_time: 10.4893035889, output_fired_time: 10.6774940491, propagate_forward_time: 321.4401855469, propagate_backward_time: 507.4773559570, weight_update_time: 1.0092439651, other_time: 10.8518066406
epoch time: 67.5224075317s, input_fired_time: 1.3028814793, output_fired_time: 0.0000000000, propagate_forward_time: 64.2949142456, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9246139526
validation[          , genome 13940] predictions:    9901/  10000 (99.01%), best:    9901/10000 (99.01%), error:       341.19711, best error:       341.19711 on epoch:    66, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 858.2692871094s, input_fired_time: 10.4700012207, output_fired_time: 10.5871334076, propagate_forward_time: 320.2015686035, propagate_backward_time: 506.1847229004, weight_update_time: 1.0141671896, other_time: 10.8258972168
epoch time: 66.7703704834s, input_fired_time: 1.2916152477, output_fired_time: 0.0000000000, propagate_forward_time: 63.5606002808, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9181518555
validation[          , genome 13940] predictions:    9883/  10000 (98.83%), best:    9901/10000 (99.01%), error:       377.94495, best error:       341.19711 on epoch:    66, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 859.0687866211s, input_fired_time: 10.4768838882, output_fired_time: 10.6383619308, propagate_forward_time: 320.5540771484, propagate_backward_time: 506.5658874512, weight_update_time: 1.0019396544, other_time: 10.8335876465
epoch time: 67.4982147217s, input_fired_time: 1.2970694304, output_fired_time: 0.0000000000, propagate_forward_time: 64.2746429443, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9265060425
validation[          , genome 13940] predictions:    9857/  10000 (98.57%), best:    9901/10000 (99.01%), error:       430.71951, best error:       341.19711 on epoch:    66, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 858.1535034180s, input_fired_time: 10.4975385666, output_fired_time: 10.6098775864, propagate_forward_time: 319.7957458496, propagate_backward_time: 506.3740539551, weight_update_time: 1.0064681768, other_time: 10.8763122559
epoch time: 67.7210540771s, input_fired_time: 1.3088551760, output_fired_time: 0.0000000000, propagate_forward_time: 64.4751739502, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9370269775
validation[          , genome 13940] predictions:    9898/  10000 (98.98%), best:    9901/10000 (99.01%), error:       348.90286, best error:       341.19711 on epoch:    66, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 860.2434082031s, input_fired_time: 10.4911909103, output_fired_time: 10.6319084167, propagate_forward_time: 320.8297119141, propagate_backward_time: 507.3858337402, weight_update_time: 1.0089216232, other_time: 10.9047546387
epoch time: 67.0031051636s, input_fired_time: 1.2972385883, output_fired_time: 0.0000000000, propagate_forward_time: 63.7522544861, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9536094666
validation[          , genome 13940] predictions:    9889/  10000 (98.89%), best:    9901/10000 (99.01%), error:       350.94089, best error:       341.19711 on epoch:    66, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 860.2177124023s, input_fired_time: 10.5136098862, output_fired_time: 10.6001157761, propagate_forward_time: 321.1437377930, propagate_backward_time: 507.1199340820, weight_update_time: 1.0052711964, other_time: 10.8403320313
epoch time: 67.0412521362s, input_fired_time: 1.3065365553, output_fired_time: 0.0000000000, propagate_forward_time: 63.8196716309, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9150466919
validation[          , genome 13940] predictions:    9899/  10000 (98.99%), best:    9899/10000 (98.99%), error:       336.06244, best error:       336.06244 on epoch:    71, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 859.9899291992s, input_fired_time: 10.4937973022, output_fired_time: 10.6083202362, propagate_forward_time: 320.3768005371, propagate_backward_time: 507.6312255859, weight_update_time: 1.0095717907, other_time: 10.8797607422
epoch time: 67.3276443481s, input_fired_time: 1.3082367182, output_fired_time: 0.0000000000, propagate_forward_time: 64.1110382080, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9083709717
validation[          , genome 13940] predictions:    9901/  10000 (99.01%), best:    9901/10000 (99.01%), error:       323.80212, best error:       323.80212 on epoch:    72, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 860.4709472656s, input_fired_time: 10.5328884125, output_fired_time: 10.6447134018, propagate_forward_time: 321.4420471191, propagate_backward_time: 506.9772033691, weight_update_time: 1.0136785507, other_time: 10.8741149902
epoch time: 67.5356750488s, input_fired_time: 1.3139882088, output_fired_time: 0.0000000000, propagate_forward_time: 64.2916336060, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9300537109
validation[          , genome 13940] predictions:    9886/  10000 (98.86%), best:    9901/10000 (99.01%), error:       373.51947, best error:       323.80212 on epoch:    72, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 858.2908935547s, input_fired_time: 10.5106248856, output_fired_time: 10.6271839142, propagate_forward_time: 320.0578002930, propagate_backward_time: 506.1641540527, weight_update_time: 1.0116181374, other_time: 10.9311218262
epoch time: 67.1051635742s, input_fired_time: 1.3079450130, output_fired_time: 0.0000000000, propagate_forward_time: 63.8839607239, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9132575989
validation[          , genome 13940] predictions:    9891/  10000 (98.91%), best:    9901/10000 (99.01%), error:       351.58902, best error:       323.80212 on epoch:    72, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 860.8513183594s, input_fired_time: 10.5405321121, output_fired_time: 10.6661653519, propagate_forward_time: 321.1263122559, propagate_backward_time: 507.6348876953, weight_update_time: 1.0146789551, other_time: 10.8834228516
epoch time: 67.4487457275s, input_fired_time: 1.3102116585, output_fired_time: 0.0000000000, propagate_forward_time: 64.2259445190, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9125900269
validation[          , genome 13940] predictions:    9876/  10000 (98.76%), best:    9901/10000 (99.01%), error:       404.30490, best error:       323.80212 on epoch:    72, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 859.8876953125s, input_fired_time: 10.5108642578, output_fired_time: 10.6443471909, propagate_forward_time: 320.2610473633, propagate_backward_time: 507.6300354004, weight_update_time: 1.0094476938, other_time: 10.8414001465
epoch time: 67.5785522461s, input_fired_time: 1.3080137968, output_fired_time: 0.0000000000, propagate_forward_time: 64.3725509644, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8979873657
validation[          , genome 13940] predictions:    9876/  10000 (98.76%), best:    9901/10000 (99.01%), error:       396.26730, best error:       323.80212 on epoch:    72, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 859.9459228516s, input_fired_time: 10.4913787842, output_fired_time: 10.5990514755, propagate_forward_time: 320.9776916504, propagate_backward_time: 507.1565246582, weight_update_time: 1.0065453053, other_time: 10.7212829590
epoch time: 67.0935745239s, input_fired_time: 1.3145065308, output_fired_time: 0.0000000000, propagate_forward_time: 63.8694915771, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9095764160
validation[          , genome 13940] predictions:    9884/  10000 (98.84%), best:    9901/10000 (99.01%), error:       363.11804, best error:       323.80212 on epoch:    72, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 860.4488525391s, input_fired_time: 10.5101127625, output_fired_time: 10.6575651169, propagate_forward_time: 321.0531005859, propagate_backward_time: 507.4589233398, weight_update_time: 0.9971898794, other_time: 10.7691040039
epoch time: 66.8761749268s, input_fired_time: 1.3024659157, output_fired_time: 0.0000000000, propagate_forward_time: 63.6746559143, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8990516663
validation[          , genome 13940] predictions:    9895/  10000 (98.95%), best:    9901/10000 (99.01%), error:       354.97791, best error:       323.80212 on epoch:    72, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 861.1621704102s, input_fired_time: 10.5038118362, output_fired_time: 10.6501159668, propagate_forward_time: 321.2981262207, propagate_backward_time: 507.9344482422, weight_update_time: 1.0045487881, other_time: 10.7757568359
epoch time: 67.4325332642s, input_fired_time: 1.3063540459, output_fired_time: 0.0000000000, propagate_forward_time: 64.2406463623, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8855361938
validation[          , genome 13940] predictions:    9897/  10000 (98.97%), best:    9901/10000 (99.01%), error:       358.15448, best error:       323.80212 on epoch:    72, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 860.9313354492s, input_fired_time: 10.5157518387, output_fired_time: 10.6343173981, propagate_forward_time: 321.8565979004, propagate_backward_time: 507.1453552246, weight_update_time: 1.0016691685, other_time: 10.7793273926
epoch time: 67.4547729492s, input_fired_time: 1.3083616495, output_fired_time: 0.0000000000, propagate_forward_time: 64.2251586914, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9212493896
validation[          , genome 13940] predictions:    9888/  10000 (98.88%), best:    9901/10000 (99.01%), error:       366.49423, best error:       323.80212 on epoch:    72, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 861.8931884766s, input_fired_time: 10.5205221176, output_fired_time: 10.6516838074, propagate_forward_time: 321.3667297363, propagate_backward_time: 508.6048583984, weight_update_time: 1.0020219088, other_time: 10.7493896484
epoch time: 67.0750045776s, input_fired_time: 1.3031057119, output_fired_time: 0.0000000000, propagate_forward_time: 63.8879280090, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8839683533
validation[          , genome 13940] predictions:    9882/  10000 (98.82%), best:    9901/10000 (99.01%), error:       375.09506, best error:       323.80212 on epoch:    72, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 862.2407226563s, input_fired_time: 10.5154771805, output_fired_time: 10.6470623016, propagate_forward_time: 320.9133300781, propagate_backward_time: 509.3632202148, weight_update_time: 1.0050274134, other_time: 10.8016357422
epoch time: 67.8985900879s, input_fired_time: 1.3272942305, output_fired_time: 0.0000000000, propagate_forward_time: 64.6393280029, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9319686890
validation[          , genome 13940] predictions:    9884/  10000 (98.84%), best:    9901/10000 (99.01%), error:       358.34927, best error:       323.80212 on epoch:    72, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 856.9125976563s, input_fired_time: 10.4772100449, output_fired_time: 10.6167955399, propagate_forward_time: 319.8699035645, propagate_backward_time: 505.2443542480, weight_update_time: 0.9995181561, other_time: 10.7042541504
epoch time: 67.0708847046s, input_fired_time: 1.2976839542, output_fired_time: 0.0000000000, propagate_forward_time: 63.8726081848, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9005928040
validation[          , genome 13940] predictions:    9897/  10000 (98.97%), best:    9901/10000 (99.01%), error:       341.93826, best error:       323.80212 on epoch:    72, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 854.5278930664s, input_fired_time: 10.4421815872, output_fired_time: 10.5654897690, propagate_forward_time: 318.5483398438, propagate_backward_time: 504.2685852051, weight_update_time: 0.9965731502, other_time: 10.7032775879
epoch time: 67.3961944580s, input_fired_time: 1.3075689077, output_fired_time: 0.0000000000, propagate_forward_time: 64.1897354126, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8988876343
validation[          , genome 13940] predictions:    9892/  10000 (98.92%), best:    9901/10000 (99.01%), error:       343.10349, best error:       323.80212 on epoch:    72, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 850.2295532227s, input_fired_time: 10.3977117538, output_fired_time: 10.4926013947, propagate_forward_time: 317.2821655273, propagate_backward_time: 501.2924804688, weight_update_time: 0.9954773188, other_time: 10.7645874023
epoch time: 66.1340866089s, input_fired_time: 1.2936578989, output_fired_time: 0.0000000000, propagate_forward_time: 62.9673957825, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8730354309
validation[          , genome 13940] predictions:    9893/  10000 (98.93%), best:    9901/10000 (99.01%), error:       338.36252, best error:       323.80212 on epoch:    72, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 850.0442504883s, input_fired_time: 10.4063549042, output_fired_time: 10.5196943283, propagate_forward_time: 316.5611267090, propagate_backward_time: 501.8278503418, weight_update_time: 0.9934157729, other_time: 10.7291564941
epoch time: 66.3386154175s, input_fired_time: 1.2918831110, output_fired_time: 0.0000000000, propagate_forward_time: 63.1430397034, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9036903381
validation[          , genome 13940] predictions:    9897/  10000 (98.97%), best:    9901/10000 (99.01%), error:       366.29440, best error:       323.80212 on epoch:    72, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 851.6323852539s, input_fired_time: 10.4267950058, output_fired_time: 10.4985799789, propagate_forward_time: 317.5698852539, propagate_backward_time: 502.4525451660, weight_update_time: 0.9958924651, other_time: 10.6845397949
epoch time: 66.4500122070s, input_fired_time: 1.3017177582, output_fired_time: 0.0000000000, propagate_forward_time: 63.2283248901, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9199676514
validation[          , genome 13940] predictions:    9900/  10000 (99.00%), best:    9901/10000 (99.01%), error:       340.88168, best error:       323.80212 on epoch:    72, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 851.5415039063s, input_fired_time: 10.4052982330, output_fired_time: 10.5218143463, propagate_forward_time: 317.5857849121, propagate_backward_time: 502.3445129395, weight_update_time: 0.9943757653, other_time: 10.6841735840
epoch time: 66.4257125854s, input_fired_time: 1.2943497896, output_fired_time: 0.0000000000, propagate_forward_time: 63.2487068176, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8826560974
validation[          , genome 13940] predictions:    9889/  10000 (98.89%), best:    9901/10000 (99.01%), error:       372.56302, best error:       323.80212 on epoch:    72, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 851.5646972656s, input_fired_time: 10.4276638031, output_fired_time: 10.4958219528, propagate_forward_time: 317.5873107910, propagate_backward_time: 502.3888244629, weight_update_time: 0.9934619069, other_time: 10.6650085449
epoch time: 66.9417800903s, input_fired_time: 1.3030072451, output_fired_time: 0.0000000000, propagate_forward_time: 63.7519149780, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8868560791
validation[          , genome 13940] predictions:    9888/  10000 (98.88%), best:    9901/10000 (99.01%), error:       363.62067, best error:       323.80212 on epoch:    72, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 853.2595825195s, input_fired_time: 10.4200515747, output_fired_time: 10.5417690277, propagate_forward_time: 318.4869079590, propagate_backward_time: 503.1048889160, weight_update_time: 0.9941174388, other_time: 10.7060241699
epoch time: 67.2901382446s, input_fired_time: 1.3026502132, output_fired_time: 0.0000000000, propagate_forward_time: 64.0874557495, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9000320435
validation[          , genome 13940] predictions:    9899/  10000 (98.99%), best:    9901/10000 (99.01%), error:       347.87494, best error:       323.80212 on epoch:    72, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 849.4624023438s, input_fired_time: 10.4381456375, output_fired_time: 10.4931879044, propagate_forward_time: 316.5855712891, propagate_backward_time: 501.2521362305, weight_update_time: 0.9974540472, other_time: 10.6933593750
epoch time: 65.0293655396s, input_fired_time: 1.2774938345, output_fired_time: 0.0000000000, propagate_forward_time: 61.8636283875, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8882446289
validation[          , genome 13940] predictions:    9900/  10000 (99.00%), best:    9901/10000 (99.01%), error:       345.82764, best error:       323.80212 on epoch:    72, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 850.9317626953s, input_fired_time: 10.4059638977, output_fired_time: 10.5163297653, propagate_forward_time: 317.3304748535, propagate_backward_time: 502.0209655762, weight_update_time: 0.9910896420, other_time: 10.6579895020
epoch time: 65.8329010010s, input_fired_time: 1.3027559519, output_fired_time: 0.0000000000, propagate_forward_time: 62.6266441345, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9034996033
validation[          , genome 13940] predictions:    9895/  10000 (98.95%), best:    9901/10000 (99.01%), error:       350.43274, best error:       323.80212 on epoch:    72, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 852.5462646484s, input_fired_time: 10.4355258942, output_fired_time: 10.5394163132, propagate_forward_time: 318.1665649414, propagate_backward_time: 502.7213439941, weight_update_time: 0.9982689023, other_time: 10.6833801270
epoch time: 66.5412445068s, input_fired_time: 1.3021979332, output_fired_time: 0.0000000000, propagate_forward_time: 63.3473930359, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8916511536
validation[          , genome 13940] predictions:    9901/  10000 (99.01%), best:    9901/10000 (99.01%), error:       334.74902, best error:       323.80212 on epoch:    72, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 852.9351196289s, input_fired_time: 10.4472398758, output_fired_time: 10.5047206879, propagate_forward_time: 318.1540527344, propagate_backward_time: 503.1465148926, weight_update_time: 1.0007301569, other_time: 10.6825866699
epoch time: 65.7416687012s, input_fired_time: 1.2886494398, output_fired_time: 0.0000000000, propagate_forward_time: 62.5638694763, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8891487122
validation[          , genome 13940] predictions:    9895/  10000 (98.95%), best:    9901/10000 (99.01%), error:       348.28613, best error:       323.80212 on epoch:    72, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 851.6212158203s, input_fired_time: 10.4399013519, output_fired_time: 10.5385522842, propagate_forward_time: 317.2661132813, propagate_backward_time: 502.6882324219, weight_update_time: 0.9985691905, other_time: 10.6884155273
epoch time: 65.3600387573s, input_fired_time: 1.2856884003, output_fired_time: 0.0000000000, propagate_forward_time: 62.1983337402, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8760147095
validation[          , genome 13940] predictions:    9892/  10000 (98.92%), best:    9901/10000 (99.01%), error:       357.80133, best error:       323.80212 on epoch:    72, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 852.9592895508s, input_fired_time: 10.4553270340, output_fired_time: 10.5331163406, propagate_forward_time: 318.2292175293, propagate_backward_time: 503.0892639160, weight_update_time: 0.9944475889, other_time: 10.6523132324
epoch time: 66.3448638916s, input_fired_time: 1.3043799400, output_fired_time: 0.0000000000, propagate_forward_time: 63.1546554565, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8858261108
validation[          , genome 13940] predictions:    9892/  10000 (98.92%), best:    9901/10000 (99.01%), error:       346.21832, best error:       323.80212 on epoch:    72, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 849.5564575195s, input_fired_time: 10.4064931870, output_fired_time: 10.5182447433, propagate_forward_time: 316.7390136719, propagate_backward_time: 501.2294616699, weight_update_time: 0.9890341759, other_time: 10.6632385254
epoch time: 66.9177169800s, input_fired_time: 1.2979727983, output_fired_time: 0.0000000000, propagate_forward_time: 63.7239189148, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8958244324
validation[          , genome 13940] predictions:    9886/  10000 (98.86%), best:    9901/10000 (99.01%), error:       380.39548, best error:       323.80212 on epoch:    72, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 850.9077758789s, input_fired_time: 10.4419298172, output_fired_time: 10.5607089996, propagate_forward_time: 316.8601379395, propagate_backward_time: 502.3381958008, weight_update_time: 0.9944105148, other_time: 10.7067260742
epoch time: 66.8595199585s, input_fired_time: 1.3013025522, output_fired_time: 0.0000000000, propagate_forward_time: 63.6782798767, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8799400330
validation[          , genome 13940] predictions:    9894/  10000 (98.94%), best:    9901/10000 (99.01%), error:       338.91251, best error:       323.80212 on epoch:    72, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 851.0849609375s, input_fired_time: 10.4273424149, output_fired_time: 10.5187044144, propagate_forward_time: 317.2538452148, propagate_backward_time: 502.2036132813, weight_update_time: 0.9954098463, other_time: 10.6814575195
epoch time: 67.3352661133s, input_fired_time: 1.3080540895, output_fired_time: 0.0000000000, propagate_forward_time: 64.1641006470, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8631134033
validation[          , genome 13940] predictions:    9895/  10000 (98.95%), best:    9901/10000 (99.01%), error:       345.67450, best error:       323.80212 on epoch:    72, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 853.4559936523s, input_fired_time: 10.4411239624, output_fired_time: 10.5582094193, propagate_forward_time: 318.5883789063, propagate_backward_time: 503.1902465820, weight_update_time: 0.9942637682, other_time: 10.6780395508
epoch time: 66.8294067383s, input_fired_time: 1.3072446585, output_fired_time: 0.0000000000, propagate_forward_time: 63.6344413757, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8877220154
validation[          , genome 13940] predictions:    9895/  10000 (98.95%), best:    9901/10000 (99.01%), error:       352.92255, best error:       323.80212 on epoch:    72, 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: 333.5559387207s, input_fired_time: 6.4890947342, output_fired_time: 0.0000000000, propagate_forward_time: 317.5782775879, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 9.4885559082
best training[          , genome 13940] predictions:   49999/  50000 (100.00%), best:    9901/10000 (99.01%), error:       147.98309, best error:       323.80212 on epoch:    72, 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: 65.9368286133s, input_fired_time: 1.2824167013, output_fired_time: 0.0000000000, propagate_forward_time: 62.7559318542, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8984794617
   testing[          , genome 13940] predictions:    9909/  10000 (99.09%), best:    9901/10000 (99.01%), error:       271.92978, best error:       323.80212 on epoch:    72, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
11:44:06 (4500): called boinc_finish(0)

</stderr_txt>
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