Nameexact_genome_1508499903_24_13650_2
Workunit2258659
Created5 Dec 2017, 18:30:49 UTC
Sent5 Dec 2017, 18:55:43 UTC
Report deadline18 Jan 2018, 9:11:25 UTC
Received7 Dec 2017, 0:54:01 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID67174
Run time12 hours 35 min 55 sec
CPU time12 hours 35 min 49 sec
Validate stateValid
Credit10,898.56
Device peak FLOPS4.03 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size167.03 MB
Peak swap size168.71 MB
Peak disk usage3.07 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
ime: 31.3984355927, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2221965790
validation[          , genome 13650] predictions:    9782/  10000 (97.82%), best:    9867/10000 (98.67%), error:       651.20312, best error:       460.40790 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 431.9347229004s, input_fired_time: 5.9488196373, output_fired_time: 3.8311953545, propagate_forward_time: 164.7442626953, propagate_backward_time: 250.5416259766, weight_update_time: 0.4612187743, other_time: 6.8688049316
epoch time: 36.0571937561s, input_fired_time: 0.6459453106, output_fired_time: 0.0000000000, propagate_forward_time: 34.1553993225, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2558479309
validation[          , genome 13650] predictions:    9826/  10000 (98.26%), best:    9867/10000 (98.67%), error:       573.70184, best error:       460.40790 on epoch:    11, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 425.6845397949s, input_fired_time: 5.9153928757, output_fired_time: 3.8042840958, propagate_forward_time: 162.2891387939, propagate_backward_time: 246.8627166748, weight_update_time: 0.4633993506, other_time: 6.8129882812
epoch time: 32.1126327515s, input_fired_time: 0.6079687476, output_fired_time: 0.0000000000, propagate_forward_time: 30.3418273926, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1628360748
validation[          , genome 13650] predictions:    9861/  10000 (98.61%), best:    9861/10000 (98.61%), error:       437.95398, best error:       437.95398 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 440.6737060547s, input_fired_time: 6.0923948288, output_fired_time: 3.9187712669, propagate_forward_time: 168.5371398926, propagate_backward_time: 255.2026824951, weight_update_time: 0.4662925303, other_time: 6.9227142334
epoch time: 33.5671195984s, input_fired_time: 0.6263756156, output_fired_time: 0.0000000000, propagate_forward_time: 31.7512798309, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1894626617
validation[          , genome 13650] predictions:    9788/  10000 (97.88%), best:    9861/10000 (98.61%), error:       657.73810, best error:       437.95398 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 427.0752868652s, input_fired_time: 6.0008358955, output_fired_time: 3.8272173405, propagate_forward_time: 162.4127197266, propagate_backward_time: 247.9959259033, weight_update_time: 0.4673179090, other_time: 6.8386077881
epoch time: 33.2357101440s, input_fired_time: 0.6240426302, output_fired_time: 0.0000000000, propagate_forward_time: 31.4450263977, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1666412354
validation[          , genome 13650] predictions:    9817/  10000 (98.17%), best:    9861/10000 (98.61%), error:       549.85425, best error:       437.95398 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 412.4424438477s, input_fired_time: 5.8725166321, output_fired_time: 3.7082140446, propagate_forward_time: 156.0860290527, propagate_backward_time: 240.2091369629, weight_update_time: 0.4696581066, other_time: 6.5665283203
epoch time: 32.3137969971s, input_fired_time: 0.6126825213, output_fired_time: 0.0000000000, propagate_forward_time: 30.5458431244, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1552715302
validation[          , genome 13650] predictions:    9840/  10000 (98.40%), best:    9861/10000 (98.61%), error:       506.71872, best error:       437.95398 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 418.3795776367s, input_fired_time: 5.9238848686, output_fired_time: 3.7564589977, propagate_forward_time: 158.9166259766, propagate_backward_time: 243.0926971436, weight_update_time: 0.4729501605, other_time: 6.6898956299
epoch time: 33.1423988342s, input_fired_time: 0.6248547435, output_fired_time: 0.0000000000, propagate_forward_time: 31.3476562500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1698875427
validation[          , genome 13650] predictions:    9845/  10000 (98.45%), best:    9861/10000 (98.61%), error:       496.13205, best error:       437.95398 on epoch:    16, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 413.0704345703s, input_fired_time: 5.7826633453, output_fired_time: 3.6988358498, propagate_forward_time: 156.9424438477, propagate_backward_time: 240.1699523926, weight_update_time: 0.4459906220, other_time: 6.4765625000
epoch time: 32.0954818726s, input_fired_time: 0.5865677595, output_fired_time: 0.0000000000, propagate_forward_time: 30.4106750488, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0982398987
validation[          , genome 13650] predictions:    9804/  10000 (98.04%), best:    9861/10000 (98.61%), error:       565.66107, best error:       437.95398 on epoch:    16, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 418.4064636230s, input_fired_time: 5.7984414101, output_fired_time: 3.7451684475, propagate_forward_time: 158.9161987305, propagate_backward_time: 243.4729309082, weight_update_time: 0.4441075027, other_time: 6.4737243652
epoch time: 33.5019874573s, input_fired_time: 0.6047171950, output_fired_time: 0.0000000000, propagate_forward_time: 31.7430839539, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1541862488
validation[          , genome 13650] predictions:    9857/  10000 (98.57%), best:    9861/10000 (98.61%), error:       479.21237, best error:       437.95398 on epoch:    16, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 412.5257568359s, input_fired_time: 5.7245602608, output_fired_time: 3.6935155392, propagate_forward_time: 157.1367187500, propagate_backward_time: 239.6325073242, weight_update_time: 0.4366663694, other_time: 6.3384704590
epoch time: 33.8679809570s, input_fired_time: 0.6041532755, output_fired_time: 0.0000000000, propagate_forward_time: 32.1358680725, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1279602051
validation[          , genome 13650] predictions:    9831/  10000 (98.31%), best:    9861/10000 (98.61%), error:       535.39447, best error:       437.95398 on epoch:    16, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 414.1717529297s, input_fired_time: 5.7292995453, output_fired_time: 3.6975810528, propagate_forward_time: 156.9526062012, propagate_backward_time: 241.4274444580, weight_update_time: 0.4393409491, other_time: 6.3648223877
epoch time: 33.4808807373s, input_fired_time: 0.6054644585, output_fired_time: 0.0000000000, propagate_forward_time: 31.7431640625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1322517395
validation[          , genome 13650] predictions:    9844/  10000 (98.44%), best:    9861/10000 (98.61%), error:       508.04678, best error:       437.95398 on epoch:    16, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 409.2597045898s, input_fired_time: 5.7168178558, output_fired_time: 3.6699972153, propagate_forward_time: 155.2304534912, propagate_backward_time: 238.3232421875, weight_update_time: 0.4364972115, other_time: 6.3191986084
epoch time: 32.6966171265s, input_fired_time: 0.5975248814, output_fired_time: 0.0000000000, propagate_forward_time: 30.9798069000, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1192836761
validation[          , genome 13650] predictions:    9866/  10000 (98.66%), best:    9861/10000 (98.61%), error:       475.72656, best error:       437.95398 on epoch:    16, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 411.0838317871s, input_fired_time: 5.7608194351, output_fired_time: 3.6814756393, propagate_forward_time: 156.4266815186, propagate_backward_time: 238.8858032227, weight_update_time: 0.4359725714, other_time: 6.3290252686
epoch time: 32.2092170715s, input_fired_time: 0.5981379151, output_fired_time: 0.0000000000, propagate_forward_time: 30.5035610199, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1075172424
validation[          , genome 13650] predictions:    9857/  10000 (98.57%), best:    9861/10000 (98.61%), error:       457.42337, best error:       437.95398 on epoch:    16, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 411.4603271484s, input_fired_time: 5.7776165009, output_fired_time: 3.6997876167, propagate_forward_time: 156.1023712158, propagate_backward_time: 239.4636230469, weight_update_time: 0.4386773109, other_time: 6.4169158936
epoch time: 33.2808685303s, input_fired_time: 0.6121862531, output_fired_time: 0.0000000000, propagate_forward_time: 31.5376720428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1310100555
validation[          , genome 13650] predictions:    9840/  10000 (98.40%), best:    9861/10000 (98.61%), error:       511.67050, best error:       437.95398 on epoch:    16, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 411.6648254395s, input_fired_time: 5.7559604645, output_fired_time: 3.6866006851, propagate_forward_time: 156.2269744873, propagate_backward_time: 239.6349334717, weight_update_time: 0.4372805953, other_time: 6.3603515625
epoch time: 33.7151031494s, input_fired_time: 0.6156325340, output_fired_time: 0.0000000000, propagate_forward_time: 31.9359569550, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1635150909
validation[          , genome 13650] predictions:    9857/  10000 (98.57%), best:    9861/10000 (98.61%), error:       462.81863, best error:       437.95398 on epoch:    16, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 412.7557983398s, input_fired_time: 5.8063468933, output_fired_time: 3.7013776302, propagate_forward_time: 156.7160797119, propagate_backward_time: 240.1768341064, weight_update_time: 0.4397732615, other_time: 6.3551635742
epoch time: 32.4073257446s, input_fired_time: 0.6038251519, output_fired_time: 0.0000000000, propagate_forward_time: 30.6871318817, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1163692474
validation[          , genome 13650] predictions:    9846/  10000 (98.46%), best:    9861/10000 (98.61%), error:       489.43353, best error:       437.95398 on epoch:    16, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 413.6573181152s, input_fired_time: 5.8460078239, output_fired_time: 3.7045869827, propagate_forward_time: 156.9201507568, propagate_backward_time: 240.7359466553, weight_update_time: 0.4391380548, other_time: 6.4506225586
epoch time: 32.4775390625s, input_fired_time: 0.5990299582, output_fired_time: 0.0000000000, propagate_forward_time: 30.7732830048, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1052265167
validation[          , genome 13650] predictions:    9855/  10000 (98.55%), best:    9861/10000 (98.61%), error:       443.61664, best error:       437.95398 on epoch:    16, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 418.2064819336s, input_fired_time: 5.8533625603, output_fired_time: 3.7459263802, propagate_forward_time: 159.1649169922, propagate_backward_time: 243.0388488770, weight_update_time: 0.4416670501, other_time: 6.4034118652
epoch time: 32.0977325439s, input_fired_time: 0.5955141783, output_fired_time: 0.0000000000, propagate_forward_time: 30.3993873596, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1028308868
validation[          , genome 13650] predictions:    9867/  10000 (98.67%), best:    9861/10000 (98.61%), error:       469.49051, best error:       437.95398 on epoch:    16, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 416.7817687988s, input_fired_time: 5.8601312637, output_fired_time: 3.7101523876, propagate_forward_time: 158.1644592285, propagate_backward_time: 242.6539154053, weight_update_time: 0.4403001666, other_time: 6.3931121826
epoch time: 33.2243385315s, input_fired_time: 0.6147496700, output_fired_time: 0.0000000000, propagate_forward_time: 31.4932518005, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1163368225
validation[          , genome 13650] predictions:    9838/  10000 (98.38%), best:    9861/10000 (98.61%), error:       509.32758, best error:       437.95398 on epoch:    16, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 418.6195678711s, input_fired_time: 5.8812417984, output_fired_time: 3.7124593258, propagate_forward_time: 158.9961242676, propagate_backward_time: 243.5723876953, weight_update_time: 0.4445223808, other_time: 6.4573364258
epoch time: 32.6537780762s, input_fired_time: 0.6031501293, output_fired_time: 0.0000000000, propagate_forward_time: 30.9404258728, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1102027893
validation[          , genome 13650] predictions:    9870/  10000 (98.70%), best:    9870/10000 (98.70%), error:       421.73242, best error:       421.73242 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 408.3776550293s, input_fired_time: 5.7783513069, output_fired_time: 3.6746041775, propagate_forward_time: 154.6387786865, propagate_backward_time: 237.9872283936, weight_update_time: 0.4358574748, other_time: 6.2987060547
epoch time: 31.9668884277s, input_fired_time: 0.6013776064, output_fired_time: 0.0000000000, propagate_forward_time: 30.2731552124, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0923557281
validation[          , genome 13650] predictions:    9850/  10000 (98.50%), best:    9870/10000 (98.70%), error:       462.65402, best error:       421.73242 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 414.1437683105s, input_fired_time: 5.8164386749, output_fired_time: 3.7079424858, propagate_forward_time: 157.2458343506, propagate_backward_time: 240.9697265625, weight_update_time: 0.4412437677, other_time: 6.4038238525
epoch time: 32.5992965698s, input_fired_time: 0.5965481400, output_fired_time: 0.0000000000, propagate_forward_time: 30.9018688202, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1008777618
validation[          , genome 13650] predictions:    9864/  10000 (98.64%), best:    9870/10000 (98.70%), error:       444.84979, best error:       421.73242 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 405.7585144043s, input_fired_time: 5.6903567314, output_fired_time: 3.6576273441, propagate_forward_time: 153.8070373535, propagate_backward_time: 236.3722229004, weight_update_time: 0.4323357344, other_time: 6.2312622070
epoch time: 33.2905616760s, input_fired_time: 0.6130465269, output_fired_time: 0.0000000000, propagate_forward_time: 31.5535640717, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1239528656
validation[          , genome 13650] predictions:    9872/  10000 (98.72%), best:    9872/10000 (98.72%), error:       394.18555, best error:       394.18555 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 420.6695556641s, input_fired_time: 5.8984103203, output_fired_time: 3.7519280910, propagate_forward_time: 159.9209289551, propagate_backward_time: 244.6201324463, weight_update_time: 0.4459598064, other_time: 6.4781646729
epoch time: 32.4985160828s, input_fired_time: 0.6088061929, output_fired_time: 0.0000000000, propagate_forward_time: 30.7779197693, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1117897034
validation[          , genome 13650] predictions:    9864/  10000 (98.64%), best:    9872/10000 (98.72%), error:       416.73825, best error:       394.18555 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 404.7832641602s, input_fired_time: 5.7568922043, output_fired_time: 3.6550354958, propagate_forward_time: 153.3374633789, propagate_backward_time: 235.8126831055, weight_update_time: 0.4305923879, other_time: 6.2211914062
epoch time: 32.5656318665s, input_fired_time: 0.6106550694, output_fired_time: 0.0000000000, propagate_forward_time: 30.8497486115, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1052284241
validation[          , genome 13650] predictions:    9868/  10000 (98.68%), best:    9872/10000 (98.72%), error:       400.53134, best error:       394.18555 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 411.9309387207s, input_fired_time: 5.8650193214, output_fired_time: 3.6891653538, propagate_forward_time: 156.4369049072, propagate_backward_time: 239.5700836182, weight_update_time: 0.4371820390, other_time: 6.3697509766
epoch time: 33.7686767578s, input_fired_time: 0.6321964860, output_fired_time: 0.0000000000, propagate_forward_time: 31.9928340912, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1436443329
validation[          , genome 13650] predictions:    9856/  10000 (98.56%), best:    9872/10000 (98.72%), error:       432.47961, best error:       394.18555 on epoch:    36, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 410.6555175781s, input_fired_time: 5.8416166306, output_fired_time: 3.7060852051, propagate_forward_time: 155.7388763428, propagate_backward_time: 238.9590606689, weight_update_time: 0.4383261502, other_time: 6.4098815918
epoch time: 33.4503097534s, input_fired_time: 0.6268072724, output_fired_time: 0.0000000000, propagate_forward_time: 31.6784496307, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1450519562
validation[          , genome 13650] predictions:    9862/  10000 (98.62%), best:    9872/10000 (98.72%), error:       427.18051, best error:       394.18555 on epoch:    36, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 414.5403137207s, input_fired_time: 5.8619060516, output_fired_time: 3.7144806385, propagate_forward_time: 157.2910003662, propagate_backward_time: 241.2750854492, weight_update_time: 0.4424395263, other_time: 6.3978424072
epoch time: 32.9218978882s, input_fired_time: 0.6266411543, output_fired_time: 0.0000000000, propagate_forward_time: 31.1584796906, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1367778778
validation[          , genome 13650] predictions:    9863/  10000 (98.63%), best:    9872/10000 (98.72%), error:       440.09180, best error:       394.18555 on epoch:    36, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 414.2471618652s, input_fired_time: 5.8763995171, output_fired_time: 3.7048008442, propagate_forward_time: 157.7229156494, propagate_backward_time: 240.5724945068, weight_update_time: 0.4385015070, other_time: 6.3705444336
epoch time: 33.2711830139s, input_fired_time: 0.6142200828, output_fired_time: 0.0000000000, propagate_forward_time: 31.5375442505, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1194190979
validation[          , genome 13650] predictions:    9850/  10000 (98.50%), best:    9872/10000 (98.72%), error:       457.14154, best error:       394.18555 on epoch:    36, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 412.2601013184s, input_fired_time: 5.8573722839, output_fired_time: 3.6879816055, propagate_forward_time: 155.9527893066, propagate_backward_time: 240.3683776855, weight_update_time: 0.4389047921, other_time: 6.3935852051
epoch time: 32.4223175049s, input_fired_time: 0.6117926836, output_fired_time: 0.0000000000, propagate_forward_time: 30.6949043274, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1156196594
validation[          , genome 13650] predictions:    9863/  10000 (98.63%), best:    9872/10000 (98.72%), error:       416.36325, best error:       394.18555 on epoch:    36, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 406.4543457031s, input_fired_time: 5.8215146065, output_fired_time: 3.6577692032, propagate_forward_time: 154.5282592773, propagate_backward_time: 236.1419677734, weight_update_time: 0.4352658093, other_time: 6.3048400879
epoch time: 32.3987846375s, input_fired_time: 0.6081526875, output_fired_time: 0.0000000000, propagate_forward_time: 30.6837863922, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1068458557
validation[          , genome 13650] predictions:    9865/  10000 (98.65%), best:    9872/10000 (98.72%), error:       414.75739, best error:       394.18555 on epoch:    36, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 407.4035644531s, input_fired_time: 5.8034262657, output_fired_time: 3.6622381210, propagate_forward_time: 154.8633270264, propagate_backward_time: 236.7872772217, weight_update_time: 0.4348738492, other_time: 6.2872924805
epoch time: 34.7441520691s, input_fired_time: 0.6426020861, output_fired_time: 0.0000000000, propagate_forward_time: 32.9371948242, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1643562317
validation[          , genome 13650] predictions:    9887/  10000 (98.87%), best:    9887/10000 (98.87%), error:       371.44040, best error:       371.44040 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 412.2369689941s, input_fired_time: 5.8288516998, output_fired_time: 3.6879329681, propagate_forward_time: 156.3489074707, propagate_backward_time: 240.0587463379, weight_update_time: 0.4371629357, other_time: 6.3125305176
epoch time: 32.4694061279s, input_fired_time: 0.6109664440, output_fired_time: 0.0000000000, propagate_forward_time: 30.7541255951, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1043148041
validation[          , genome 13650] predictions:    9877/  10000 (98.77%), best:    9887/10000 (98.87%), error:       394.86606, best error:       371.44040 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 406.8691711426s, input_fired_time: 5.8105158806, output_fired_time: 3.6727862358, propagate_forward_time: 154.3714599609, propagate_backward_time: 236.7064208984, weight_update_time: 0.4353026748, other_time: 6.3079833984
epoch time: 32.9567756653s, input_fired_time: 0.6209679842, output_fired_time: 0.0000000000, propagate_forward_time: 31.2203197479, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1154880524
validation[          , genome 13650] predictions:    9876/  10000 (98.76%), best:    9887/10000 (98.87%), error:       389.90173, best error:       371.44040 on epoch:    45, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 410.9172363281s, input_fired_time: 5.8482708931, output_fired_time: 3.6931059361, propagate_forward_time: 156.2849578857, propagate_backward_time: 238.7727050781, weight_update_time: 0.4359089434, other_time: 6.3181915283
epoch time: 33.0689544678s, input_fired_time: 0.6240889430, output_fired_time: 0.0000000000, propagate_forward_time: 31.3198871613, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1249790192
validation[          , genome 13650] predictions:    9889/  10000 (98.89%), best:    9889/10000 (98.89%), error:       369.56699, best error:       369.56699 on epoch:    48, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 410.1629638672s, input_fired_time: 5.7859277725, output_fired_time: 3.6795406342, propagate_forward_time: 155.2543182373, propagate_backward_time: 239.1087799072, weight_update_time: 0.4361357987, other_time: 6.3344116211
epoch time: 32.5276718140s, input_fired_time: 0.6044632196, output_fired_time: 0.0000000000, propagate_forward_time: 30.8202037811, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1030044556
validation[          , genome 13650] predictions:    9885/  10000 (98.85%), best:    9889/10000 (98.89%), error:       377.81824, best error:       369.56699 on epoch:    48, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 410.2175292969s, input_fired_time: 5.7906360626, output_fired_time: 3.6900601387, propagate_forward_time: 155.8491821289, propagate_backward_time: 238.5781555176, weight_update_time: 0.4360383749, other_time: 6.3094787598
epoch time: 32.7518386841s, input_fired_time: 0.6111206412, output_fired_time: 0.0000000000, propagate_forward_time: 31.0307254791, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1099910736
validation[          , genome 13650] predictions:    9872/  10000 (98.72%), best:    9889/10000 (98.89%), error:       422.28714, best error:       369.56699 on epoch:    48, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 410.0358276367s, input_fired_time: 5.8257117271, output_fired_time: 3.6902363300, propagate_forward_time: 155.6156463623, propagate_backward_time: 238.5732574463, weight_update_time: 0.4350775778, other_time: 6.3309631348
epoch time: 32.9384956360s, input_fired_time: 0.6196798086, output_fired_time: 0.0000000000, propagate_forward_time: 31.2103290558, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1084880829
validation[          , genome 13650] predictions:    9885/  10000 (98.85%), best:    9889/10000 (98.89%), error:       416.13278, best error:       369.56699 on epoch:    48, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 407.2498474121s, input_fired_time: 5.8017487526, output_fired_time: 3.6790485382, propagate_forward_time: 154.2265625000, propagate_backward_time: 237.1961212158, weight_update_time: 0.4359614551, other_time: 6.3463592529
epoch time: 33.0307693481s, input_fired_time: 0.6162605882, output_fired_time: 0.0000000000, propagate_forward_time: 31.2968883514, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1176204681
validation[          , genome 13650] predictions:    9878/  10000 (98.78%), best:    9889/10000 (98.89%), error:       389.48026, best error:       369.56699 on epoch:    48, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 412.5246276855s, input_fired_time: 5.8540186882, output_fired_time: 3.7057759762, propagate_forward_time: 156.4705200195, propagate_backward_time: 240.0948181152, weight_update_time: 0.4396582842, other_time: 6.3995056152
epoch time: 32.6255531311s, input_fired_time: 0.6206277609, output_fired_time: 0.0000000000, propagate_forward_time: 30.8720989227, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1328258514
validation[          , genome 13650] predictions:    9875/  10000 (98.75%), best:    9889/10000 (98.89%), error:       419.63129, best error:       369.56699 on epoch:    48, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 414.0559082031s, input_fired_time: 5.8920159340, output_fired_time: 3.6924273968, propagate_forward_time: 157.2209777832, propagate_backward_time: 240.8275451660, weight_update_time: 0.4406840503, other_time: 6.4229431152
epoch time: 33.2951965332s, input_fired_time: 0.6244378090, output_fired_time: 0.0000000000, propagate_forward_time: 31.5638828278, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1068744659
validation[          , genome 13650] predictions:    9883/  10000 (98.83%), best:    9889/10000 (98.89%), error:       394.93643, best error:       369.56699 on epoch:    48, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 412.7333984375s, input_fired_time: 5.8749704361, output_fired_time: 3.7082414627, propagate_forward_time: 156.3188171387, propagate_backward_time: 240.4822540283, weight_update_time: 0.4370396137, other_time: 6.3491058350
epoch time: 33.4023170471s, input_fired_time: 0.6370046139, output_fired_time: 0.0000000000, propagate_forward_time: 31.5953807831, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1699314117
validation[          , genome 13650] predictions:    9882/  10000 (98.82%), best:    9889/10000 (98.89%), error:       398.34692, best error:       369.56699 on epoch:    48, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 413.7120361328s, input_fired_time: 5.9408445358, output_fired_time: 3.7021350861, propagate_forward_time: 156.8536376953, propagate_backward_time: 240.7592010498, weight_update_time: 0.4404848814, other_time: 6.4561920166
epoch time: 32.7905693054s, input_fired_time: 0.6166028380, output_fired_time: 0.0000000000, propagate_forward_time: 31.0515632629, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1224021912
validation[          , genome 13650] predictions:    9885/  10000 (98.85%), best:    9885/10000 (98.85%), error:       363.14630, best error:       363.14630 on epoch:    56, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 412.3537902832s, input_fired_time: 5.8217554092, output_fired_time: 3.6960167885, propagate_forward_time: 156.6414337158, propagate_backward_time: 239.8439331055, weight_update_time: 0.4387075305, other_time: 6.3506622314
epoch time: 32.9897537231s, input_fired_time: 0.6157598495, output_fired_time: 0.0000000000, propagate_forward_time: 31.2651901245, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1088027954
validation[          , genome 13650] predictions:    9877/  10000 (98.77%), best:    9885/10000 (98.85%), error:       387.20816, best error:       363.14630 on epoch:    56, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 408.6608276367s, input_fired_time: 5.7759737968, output_fired_time: 3.6672999859, propagate_forward_time: 155.2012023926, propagate_backward_time: 237.7194519043, weight_update_time: 0.4377485216, other_time: 6.2969055176
epoch time: 32.4825439453s, input_fired_time: 0.6126465797, output_fired_time: 0.0000000000, propagate_forward_time: 30.7572364807, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1126613617
validation[          , genome 13650] predictions:    9882/  10000 (98.82%), best:    9885/10000 (98.85%), error:       383.66043, best error:       363.14630 on epoch:    56, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 412.1393432617s, input_fired_time: 5.8046450615, output_fired_time: 3.6797354221, propagate_forward_time: 156.4501800537, propagate_backward_time: 239.9090118408, weight_update_time: 0.4370772839, other_time: 6.2957458496
epoch time: 33.4247169495s, input_fired_time: 0.6232894659, output_fired_time: 0.0000000000, propagate_forward_time: 31.6516208649, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1498050690
validation[          , genome 13650] predictions:    9872/  10000 (98.72%), best:    9885/10000 (98.85%), error:       390.44836, best error:       363.14630 on epoch:    56, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 414.2100219727s, input_fired_time: 5.9242453575, output_fired_time: 3.7168686390, propagate_forward_time: 157.1840515137, propagate_backward_time: 240.9570770264, weight_update_time: 0.4392855167, other_time: 6.4277801514
epoch time: 32.6919059753s, input_fired_time: 0.6188455224, output_fired_time: 0.0000000000, propagate_forward_time: 30.9792652130, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0937938690
validation[          , genome 13650] predictions:    9886/  10000 (98.86%), best:    9885/10000 (98.85%), error:       383.50571, best error:       363.14630 on epoch:    56, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 412.2677001953s, input_fired_time: 5.9005980492, output_fired_time: 3.6748809814, propagate_forward_time: 156.1705932617, propagate_backward_time: 240.1098632812, weight_update_time: 0.4403438866, other_time: 6.4117431641
epoch time: 32.6652603149s, input_fired_time: 0.6239070296, output_fired_time: 0.0000000000, propagate_forward_time: 30.9165058136, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1248493195
validation[          , genome 13650] predictions:    9893/  10000 (98.93%), best:    9893/10000 (98.93%), error:       352.71313, best error:       352.71313 on epoch:    61, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 414.1148376465s, input_fired_time: 5.9345216751, output_fired_time: 3.7089583874, propagate_forward_time: 157.2924194336, propagate_backward_time: 240.7698822021, weight_update_time: 0.4387849569, other_time: 6.4090728760
epoch time: 32.4999542236s, input_fired_time: 0.6228536963, output_fired_time: 0.0000000000, propagate_forward_time: 30.7670860291, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1100139618
validation[          , genome 13650] predictions:    9883/  10000 (98.83%), best:    9893/10000 (98.93%), error:       357.98926, best error:       352.71313 on epoch:    61, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 413.3484802246s, input_fired_time: 5.9036540985, output_fired_time: 3.6914846897, propagate_forward_time: 156.8584136963, propagate_backward_time: 240.5069885254, weight_update_time: 0.4390256107, other_time: 6.3879241943
epoch time: 32.8102912903s, input_fired_time: 0.6277232170, output_fired_time: 0.0000000000, propagate_forward_time: 31.0713901520, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1111774445
validation[          , genome 13650] predictions:    9885/  10000 (98.85%), best:    9885/10000 (98.85%), error:       345.89166, best error:       345.89166 on epoch:    63, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 408.6890258789s, input_fired_time: 5.8538565636, output_fired_time: 3.6842625141, propagate_forward_time: 154.9400482178, propagate_backward_time: 237.9220581055, weight_update_time: 0.4325551093, other_time: 6.2888031006
epoch time: 32.7228279114s, input_fired_time: 0.6221172214, output_fired_time: 0.0000000000, propagate_forward_time: 30.9926300049, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1080818176
validation[          , genome 13650] predictions:    9891/  10000 (98.91%), best:    9885/10000 (98.85%), error:       347.12640, best error:       345.89166 on epoch:    63, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 408.4564208984s, input_fired_time: 5.8763928413, output_fired_time: 3.6598963737, propagate_forward_time: 155.0469207764, propagate_backward_time: 237.5407714844, weight_update_time: 0.4353601336, other_time: 6.3324432373
epoch time: 33.4088401794s, input_fired_time: 0.6367267370, output_fired_time: 0.0000000000, propagate_forward_time: 31.6366863251, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1354274750
validation[          , genome 13650] predictions:    9881/  10000 (98.81%), best:    9885/10000 (98.85%), error:       395.77420, best error:       345.89166 on epoch:    63, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 411.8732604980s, input_fired_time: 5.8790130615, output_fired_time: 3.6754555702, propagate_forward_time: 156.5361480713, propagate_backward_time: 239.4712677002, weight_update_time: 0.4368321598, other_time: 6.3114013672
epoch time: 32.1422882080s, input_fired_time: 0.6149312258, output_fired_time: 0.0000000000, propagate_forward_time: 30.4281520844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0992050171
validation[          , genome 13650] predictions:    9892/  10000 (98.92%), best:    9885/10000 (98.85%), error:       348.95026, best error:       345.89166 on epoch:    63, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 411.7203063965s, input_fired_time: 5.8597798347, output_fired_time: 3.6917412281, propagate_forward_time: 156.4643096924, propagate_backward_time: 239.3428955078, weight_update_time: 0.4373880923, other_time: 6.3615875244
epoch time: 33.2338104248s, input_fired_time: 0.6223021746, output_fired_time: 0.0000000000, propagate_forward_time: 31.4697666168, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1417407990
validation[          , genome 13650] predictions:    9882/  10000 (98.82%), best:    9885/10000 (98.85%), error:       383.55939, best error:       345.89166 on epoch:    63, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 415.2955322266s, input_fired_time: 5.8387217522, output_fired_time: 3.7037084103, propagate_forward_time: 158.1028289795, propagate_backward_time: 241.2576141357, weight_update_time: 0.4423921108, other_time: 6.3926696777
epoch time: 32.5138702393s, input_fired_time: 0.6206681132, output_fired_time: 0.0000000000, propagate_forward_time: 30.7707538605, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1224479675
validation[          , genome 13650] predictions:    9892/  10000 (98.92%), best:    9892/10000 (98.92%), error:       345.37256, best error:       345.37256 on epoch:    68, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 409.3234252930s, input_fired_time: 5.8247199059, output_fired_time: 3.6609504223, propagate_forward_time: 155.2362213135, propagate_backward_time: 238.3235931396, weight_update_time: 0.4363827407, other_time: 6.2779541016
epoch time: 33.5494003296s, input_fired_time: 0.6371542215, output_fired_time: 0.0000000000, propagate_forward_time: 31.7824726105, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1297740936
validation[          , genome 13650] predictions:    9890/  10000 (98.90%), best:    9890/10000 (98.90%), error:       344.65366, best error:       344.65366 on epoch:    69, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 421.5932617188s, input_fired_time: 5.9381370544, output_fired_time: 3.7777149677, propagate_forward_time: 160.2254180908, propagate_backward_time: 245.2328796387, weight_update_time: 0.4436386824, other_time: 6.4191131592
epoch time: 33.3014221191s, input_fired_time: 0.6315191984, output_fired_time: 0.0000000000, propagate_forward_time: 31.5613422394, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1085605621
validation[          , genome 13650] predictions:    9896/  10000 (98.96%), best:    9896/10000 (98.96%), error:       341.43350, best error:       341.43350 on epoch:    70, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 409.4230651855s, input_fired_time: 5.8728475571, output_fired_time: 3.6726202965, propagate_forward_time: 155.6149291992, propagate_backward_time: 237.9625091553, weight_update_time: 0.4370996356, other_time: 6.3001861572
epoch time: 32.6179733276s, input_fired_time: 0.6244930029, output_fired_time: 0.0000000000, propagate_forward_time: 30.8859195709, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1075611115
validation[          , genome 13650] predictions:    9892/  10000 (98.92%), best:    9896/10000 (98.96%), error:       363.00259, best error:       341.43350 on epoch:    70, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 412.6471557617s, input_fired_time: 5.9062099457, output_fired_time: 3.6908547878, propagate_forward_time: 157.0446624756, propagate_backward_time: 239.6875610352, weight_update_time: 0.4397258162, other_time: 6.3178558350
epoch time: 32.5686950684s, input_fired_time: 0.6255962253, output_fired_time: 0.0000000000, propagate_forward_time: 30.8277797699, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1153182983
validation[          , genome 13650] predictions:    9890/  10000 (98.90%), best:    9896/10000 (98.96%), error:       351.59082, best error:       341.43350 on epoch:    70, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 418.7892456055s, input_fired_time: 5.9664974213, output_fired_time: 3.7586333752, propagate_forward_time: 158.8708496094, propagate_backward_time: 243.7910919189, weight_update_time: 0.4438318014, other_time: 6.4021759033
epoch time: 32.9674530029s, input_fired_time: 0.6272789836, output_fired_time: 0.0000000000, propagate_forward_time: 31.2287216187, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1114540100
validation[          , genome 13650] predictions:    9882/  10000 (98.82%), best:    9896/10000 (98.96%), error:       353.59442, best error:       341.43350 on epoch:    70, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 411.2061767578s, input_fired_time: 5.9005160332, output_fired_time: 3.6884102821, propagate_forward_time: 156.1829986572, propagate_backward_time: 239.1528320312, weight_update_time: 0.4349920452, other_time: 6.2814178467
epoch time: 32.4485244751s, input_fired_time: 0.6207895279, output_fired_time: 0.0000000000, propagate_forward_time: 30.7151355743, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1126003265
validation[          , genome 13650] predictions:    9886/  10000 (98.86%), best:    9896/10000 (98.96%), error:       367.30893, best error:       341.43350 on epoch:    70, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 411.2905883789s, input_fired_time: 5.8902039528, output_fired_time: 3.6820948124, propagate_forward_time: 156.1425781250, propagate_backward_time: 239.2956085205, weight_update_time: 0.4362807274, other_time: 6.2801055908
epoch time: 32.4483184814s, input_fired_time: 0.6245005131, output_fired_time: 0.0000000000, propagate_forward_time: 30.7145881653, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1092300415
validation[          , genome 13650] predictions:    9893/  10000 (98.93%), best:    9896/10000 (98.96%), error:       355.96680, best error:       341.43350 on epoch:    70, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 415.3961181641s, input_fired_time: 5.9390335083, output_fired_time: 3.7146844864, propagate_forward_time: 157.9885101318, propagate_backward_time: 241.4172210693, weight_update_time: 0.4399826229, other_time: 6.3366699219
epoch time: 33.4695434570s, input_fired_time: 0.6418108344, output_fired_time: 0.0000000000, propagate_forward_time: 31.6907882690, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1369438171
validation[          , genome 13650] predictions:    9880/  10000 (98.80%), best:    9896/10000 (98.96%), error:       369.13260, best error:       341.43350 on epoch:    70, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 413.6308288574s, input_fired_time: 5.9270710945, output_fired_time: 3.6909675598, propagate_forward_time: 157.0440063477, propagate_backward_time: 240.6371307373, weight_update_time: 0.4377359450, other_time: 6.3316497803
epoch time: 33.0905075073s, input_fired_time: 0.6298022866, output_fired_time: 0.0000000000, propagate_forward_time: 31.3429412842, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1177635193
validation[          , genome 13650] predictions:    9879/  10000 (98.79%), best:    9896/10000 (98.96%), error:       356.78476, best error:       341.43350 on epoch:    70, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 411.4998474121s, input_fired_time: 5.8962693214, output_fired_time: 3.6832749844, propagate_forward_time: 156.3951110840, propagate_backward_time: 239.2342071533, weight_update_time: 0.4362845719, other_time: 6.2909698486
epoch time: 33.3756179810s, input_fired_time: 0.6342532635, output_fired_time: 0.0000000000, propagate_forward_time: 31.6298732758, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1114902496
validation[          , genome 13650] predictions:    9889/  10000 (98.89%), best:    9896/10000 (98.96%), error:       344.11969, best error:       341.43350 on epoch:    70, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 405.8872070312s, input_fired_time: 5.8598928452, output_fired_time: 3.6448915005, propagate_forward_time: 154.0151367188, propagate_backward_time: 236.1338653564, weight_update_time: 0.4338717461, other_time: 6.2334136963
epoch time: 32.7229614258s, input_fired_time: 0.6292827725, output_fired_time: 0.0000000000, propagate_forward_time: 30.9924201965, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1012573242
validation[          , genome 13650] predictions:    9893/  10000 (98.93%), best:    9896/10000 (98.96%), error:       346.18445, best error:       341.43350 on epoch:    70, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 408.8717041016s, input_fired_time: 5.8879222870, output_fired_time: 3.6757092476, propagate_forward_time: 155.0118865967, propagate_backward_time: 238.0233459473, weight_update_time: 0.4346512556, other_time: 6.2728424072
epoch time: 32.5886230469s, input_fired_time: 0.6268801689, output_fired_time: 0.0000000000, propagate_forward_time: 30.8483886719, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1133537292
validation[          , genome 13650] predictions:    9891/  10000 (98.91%), best:    9896/10000 (98.96%), error:       349.43506, best error:       341.43350 on epoch:    70, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 413.1241455078s, input_fired_time: 5.9054818153, output_fired_time: 3.6929678917, propagate_forward_time: 156.7760314941, propagate_backward_time: 240.4429321289, weight_update_time: 0.4387647510, other_time: 6.3067321777
epoch time: 33.8876838684s, input_fired_time: 0.6454848051, output_fired_time: 0.0000000000, propagate_forward_time: 32.0940818787, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1481170654
validation[          , genome 13650] predictions:    9900/  10000 (99.00%), best:    9896/10000 (98.96%), error:       359.94574, best error:       341.43350 on epoch:    70, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 413.1242370605s, input_fired_time: 5.8944683075, output_fired_time: 3.6782209873, propagate_forward_time: 156.9195098877, propagate_backward_time: 240.3240814209, weight_update_time: 0.4386136830, other_time: 6.3079528809
epoch time: 32.6909446716s, input_fired_time: 0.6241435409, output_fired_time: 0.0000000000, propagate_forward_time: 30.9639053345, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1028976440
validation[          , genome 13650] predictions:    9893/  10000 (98.93%), best:    9896/10000 (98.96%), error:       344.14459, best error:       341.43350 on epoch:    70, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 402.9928894043s, input_fired_time: 5.9989266396, output_fired_time: 3.6470463276, propagate_forward_time: 152.6251525879, propagate_backward_time: 234.0064544678, weight_update_time: 0.4558539987, other_time: 6.7153167725
epoch time: 33.1350250244s, input_fired_time: 0.6735797524, output_fired_time: 0.0000000000, propagate_forward_time: 31.2470817566, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2143630981
validation[          , genome 13650] predictions:    9888/  10000 (98.88%), best:    9896/10000 (98.96%), error:       351.34872, best error:       341.43350 on epoch:    70, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 423.3920288086s, input_fired_time: 6.1645045280, output_fired_time: 3.7956357002, propagate_forward_time: 161.0785827637, propagate_backward_time: 245.4042053223, weight_update_time: 0.4694563448, other_time: 6.9491271973
epoch time: 33.2364578247s, input_fired_time: 0.6838926077, output_fired_time: 0.0000000000, propagate_forward_time: 31.3168220520, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2357444763
validation[          , genome 13650] predictions:    9893/  10000 (98.93%), best:    9896/10000 (98.96%), error:       350.89511, best error:       341.43350 on epoch:    70, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 408.3734741211s, input_fired_time: 6.0868306160, output_fired_time: 3.6847066879, propagate_forward_time: 155.0358428955, propagate_backward_time: 236.7082824707, weight_update_time: 0.4642556012, other_time: 6.8578338623
epoch time: 32.1310920715s, input_fired_time: 0.6678912044, output_fired_time: 0.0000000000, propagate_forward_time: 30.2638092041, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1993923187
validation[          , genome 13650] predictions:    9879/  10000 (98.79%), best:    9896/10000 (98.96%), error:       353.10260, best error:       341.43350 on epoch:    70, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 416.9052429199s, input_fired_time: 6.1322736740, output_fired_time: 3.7436010838, propagate_forward_time: 158.3331909180, propagate_backward_time: 241.8340911865, weight_update_time: 0.4653377235, other_time: 6.8621063232
epoch time: 32.7466888428s, input_fired_time: 0.6727524996, output_fired_time: 0.0000000000, propagate_forward_time: 30.8624401093, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2114963531
validation[          , genome 13650] predictions:    9892/  10000 (98.92%), best:    9896/10000 (98.96%), error:       354.49445, best error:       341.43350 on epoch:    70, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 416.2304077148s, input_fired_time: 6.1189069748, output_fired_time: 3.7335660458, propagate_forward_time: 158.5127258301, propagate_backward_time: 241.0486145020, weight_update_time: 0.4659526348, other_time: 6.8166198730
epoch time: 32.0540237427s, input_fired_time: 0.6521926522, output_fired_time: 0.0000000000, propagate_forward_time: 30.2217350006, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1800956726
validation[          , genome 13650] predictions:    9901/  10000 (99.01%), best:    9901/10000 (99.01%), error:       341.13687, best error:       341.13687 on epoch:    87, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 410.6683044434s, input_fired_time: 6.0415430069, output_fired_time: 3.6976740360, propagate_forward_time: 155.8856353760, propagate_backward_time: 238.3111572266, weight_update_time: 0.4658543169, other_time: 6.7323150635
epoch time: 32.6733970642s, input_fired_time: 0.6569870114, output_fired_time: 0.0000000000, propagate_forward_time: 30.8461780548, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1702327728
validation[          , genome 13650] predictions:    9892/  10000 (98.92%), best:    9892/10000 (98.92%), error:       338.87958, best error:       338.87958 on epoch:    88, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 405.9443664551s, input_fired_time: 6.0023636818, output_fired_time: 3.6544871330, propagate_forward_time: 154.0625152588, propagate_backward_time: 235.6442871094, weight_update_time: 0.4347409904, other_time: 6.5807342529
epoch time: 33.7084007263s, input_fired_time: 0.6646927595, output_fired_time: 0.0000000000, propagate_forward_time: 31.8577461243, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1859626770
validation[          , genome 13650] predictions:    9893/  10000 (98.93%), best:    9893/10000 (98.93%), error:       332.58350, best error:       332.58350 on epoch:    89, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 409.6992797852s, input_fired_time: 6.0292396545, output_fired_time: 3.6800591946, propagate_forward_time: 155.7517700195, propagate_backward_time: 237.6411285400, weight_update_time: 0.4351670444, other_time: 6.5970916748
epoch time: 33.0595321655s, input_fired_time: 0.6579428911, output_fired_time: 0.0000000000, propagate_forward_time: 31.2392940521, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1622943878
validation[          , genome 13650] predictions:    9892/  10000 (98.92%), best:    9893/10000 (98.93%), error:       337.02676, best error:       332.58350 on epoch:    89, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 408.7415771484s, input_fired_time: 6.0166478157, output_fired_time: 3.6774351597, propagate_forward_time: 155.0333404541, propagate_backward_time: 237.4625244141, weight_update_time: 0.4341515601, other_time: 6.5516204834
epoch time: 32.0710487366s, input_fired_time: 0.6521601081, output_fired_time: 0.0000000000, propagate_forward_time: 30.2592620850, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1596260071
validation[          , genome 13650] predictions:    9890/  10000 (98.90%), best:    9893/10000 (98.93%), error:       337.32440, best error:       332.58350 on epoch:    89, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 402.3968811035s, input_fired_time: 5.9085588455, output_fired_time: 3.6249988079, propagate_forward_time: 152.5358276367, propagate_backward_time: 233.9878845215, weight_update_time: 0.4300824404, other_time: 6.3395996094
epoch time: 32.0635833740s, input_fired_time: 0.6328164339, output_fired_time: 0.0000000000, propagate_forward_time: 30.3075294495, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1232376099
validation[          , genome 13650] predictions:    9894/  10000 (98.94%), best:    9893/10000 (98.93%), error:       345.96796, best error:       332.58350 on epoch:    89, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 403.7778625488s, input_fired_time: 5.8887238503, output_fired_time: 3.6164631844, propagate_forward_time: 153.4008026123, propagate_backward_time: 234.5833129883, weight_update_time: 0.4322421849, other_time: 6.2885589600
epoch time: 32.0052986145s, input_fired_time: 0.6283078790, output_fired_time: 0.0000000000, propagate_forward_time: 30.2663421631, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1106491089
validation[          , genome 13650] predictions:    9892/  10000 (98.92%), best:    9893/10000 (98.93%), error:       344.55875, best error:       332.58350 on epoch:    89, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 406.2076110840s, input_fired_time: 5.9227437973, output_fired_time: 3.6437320709, propagate_forward_time: 154.4823608398, propagate_backward_time: 235.8218536377, weight_update_time: 0.4343337417, other_time: 6.3369293213
epoch time: 32.4875526428s, input_fired_time: 0.6372652650, output_fired_time: 0.0000000000, propagate_forward_time: 30.7336673737, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1166191101
validation[          , genome 13650] predictions:    9893/  10000 (98.93%), best:    9893/10000 (98.93%), error:       345.41678, best error:       332.58350 on epoch:    89, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 408.8675842285s, input_fired_time: 5.9319157600, output_fired_time: 3.6656596661, propagate_forward_time: 155.6448669434, propagate_backward_time: 237.3142852783, weight_update_time: 0.4347099066, other_time: 6.3108673096
epoch time: 31.8488216400s, input_fired_time: 0.6272391081, output_fired_time: 0.0000000000, propagate_forward_time: 30.1229763031, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0986061096
validation[          , genome 13650] predictions:    9897/  10000 (98.97%), best:    9893/10000 (98.93%), error:       339.24377, best error:       332.58350 on epoch:    89, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 407.1195678711s, input_fired_time: 5.9210596085, output_fired_time: 3.6542913914, propagate_forward_time: 154.7294006348, propagate_backward_time: 236.4825134277, weight_update_time: 0.4346197546, other_time: 6.3323059082
epoch time: 31.9214096069s, input_fired_time: 0.6264743209, output_fired_time: 0.0000000000, propagate_forward_time: 30.1914215088, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1035137177
validation[          , genome 13650] predictions:    9890/  10000 (98.90%), best:    9893/10000 (98.93%), error:       345.14279, best error:       332.58350 on epoch:    89, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 399.7524719238s, input_fired_time: 5.8521795273, output_fired_time: 3.5925521851, propagate_forward_time: 151.6112060547, propagate_backward_time: 232.4689636230, weight_update_time: 0.4279965758, other_time: 6.2275695801
epoch time: 32.1923217773s, input_fired_time: 0.6361415386, output_fired_time: 0.0000000000, propagate_forward_time: 30.4443569183, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1118240356
validation[          , genome 13650] predictions:    9899/  10000 (98.99%), best:    9893/10000 (98.93%), error:       335.21228, best error:       332.58350 on epoch:    89, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 412.0376281738s, input_fired_time: 6.1659603119, output_fired_time: 3.7308042049, propagate_forward_time: 156.2073364258, propagate_backward_time: 239.0420379639, weight_update_time: 0.4679903984, other_time: 6.8914947510
epoch time: 33.2044296265s, input_fired_time: 0.6821215153, output_fired_time: 0.0000000000, propagate_forward_time: 31.3060092926, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2162990570
validation[          , genome 13650] predictions:    9891/  10000 (98.91%), best:    9893/10000 (98.93%), error:       334.41113, best error:       332.58350 on epoch:    89, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 416.6742248535s, input_fired_time: 6.1672525406, output_fired_time: 3.7570805550, propagate_forward_time: 157.8148803711, propagate_backward_time: 241.9626312256, weight_update_time: 0.4659755528, other_time: 6.9723663330
epoch time: 34.1457786560s, input_fired_time: 0.6589040756, output_fired_time: 0.0000000000, propagate_forward_time: 32.3168182373, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1700553894
validation[          , genome 13650] predictions:    9901/  10000 (99.01%), best:    9901/10000 (99.01%), error:       330.75296, best error:       330.75296 on epoch:    99, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 412.6857299805s, input_fired_time: 5.9498782158, output_fired_time: 3.7134661674, propagate_forward_time: 156.3598327637, propagate_backward_time: 240.2405853271, weight_update_time: 0.4414249659, other_time: 6.4219512939
epoch time: 33.1287803650s, input_fired_time: 0.6412703991, output_fired_time: 0.0000000000, propagate_forward_time: 31.3595390320, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1279716492
validation[          , genome 13650] predictions:    9893/  10000 (98.93%), best:    9901/10000 (99.01%), error:       335.76703, best error:       330.75296 on epoch:    99, 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: 166.2194824219s, input_fired_time: 3.2636725903, output_fired_time: 0.0000000000, propagate_forward_time: 157.2499237061, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.7058868408
best training[          , genome 13650] predictions:   50000/  50000 (100.00%), best:    9901/10000 (99.01%), error:       111.29633, best error:       330.75296 on epoch:    99, 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: 32.4552688599s, input_fired_time: 0.6312009692, output_fired_time: 0.0000000000, propagate_forward_time: 30.6935138702, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1305541992
   testing[          , genome 13650] predictions:    9912/  10000 (99.12%), best:    9901/10000 (99.01%), error:       261.16269, best error:       330.75296 on epoch:    99, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
00:53:34 (28782): called boinc_finish(0)

</stderr_txt>
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