Nameexact_genome_1510260903_26_15526_2
Workunit2362960
Created6 Dec 2017, 5:29:53 UTC
Sent6 Dec 2017, 5:39:11 UTC
Report deadline1 Jan 2018, 4:42:31 UTC
Received7 Dec 2017, 8:37:25 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID67174
Run time8 hours 0 min 47 sec
CPU time8 hours 0 min 47 sec
Validate stateValid
Credit6,490.16
Device peak FLOPS4.03 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size165.39 MB
Peak swap size166.63 MB
Peak disk usage2.71 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
ime: 0.4513388276, output_fired_time: 0.0000000000, propagate_forward_time: 19.0567493439, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8586120605
validation[          , genome 15526] predictions:    9835/  10000 (98.35%), best:    9845/10000 (98.45%), error:       528.56165, best error:       496.16580 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 263.7123107910s, input_fired_time: 4.4508509636, output_fired_time: 2.7902085781, propagate_forward_time: 97.8878097534, propagate_backward_time: 153.4462890625, weight_update_time: 0.3497075737, other_time: 5.1371459961
epoch time: 20.4859046936s, input_fired_time: 0.4553878903, output_fired_time: 0.0000000000, propagate_forward_time: 19.1605911255, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8699264526
validation[          , genome 15526] predictions:    9851/  10000 (98.51%), best:    9845/10000 (98.45%), error:       516.74255, best error:       496.16580 on epoch:    11, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 265.3270568848s, input_fired_time: 4.4485936165, output_fired_time: 2.8076848984, propagate_forward_time: 98.6846084595, propagate_backward_time: 154.3011322021, weight_update_time: 0.3518528640, other_time: 5.0850372314
epoch time: 22.7703628540s, input_fired_time: 0.4930310249, output_fired_time: 0.0000000000, propagate_forward_time: 21.3529129028, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9244194031
validation[          , genome 15526] predictions:    9806/  10000 (98.06%), best:    9845/10000 (98.45%), error:       601.06708, best error:       496.16580 on epoch:    11, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 264.7030639648s, input_fired_time: 4.4542803764, output_fired_time: 2.8068678379, propagate_forward_time: 98.5010757446, propagate_backward_time: 153.7843322754, weight_update_time: 0.3541222215, other_time: 5.1565246582
epoch time: 20.4395351410s, input_fired_time: 0.4495472014, output_fired_time: 0.0000000000, propagate_forward_time: 19.1205711365, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8694171906
validation[          , genome 15526] predictions:    9827/  10000 (98.27%), best:    9845/10000 (98.45%), error:       544.34985, best error:       496.16580 on epoch:    11, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 264.2333374023s, input_fired_time: 4.4395642281, output_fired_time: 2.7965102196, propagate_forward_time: 98.1726989746, propagate_backward_time: 153.7524871826, weight_update_time: 0.3514702618, other_time: 5.0720672607
epoch time: 21.0973033905s, input_fired_time: 0.4624476135, output_fired_time: 0.0000000000, propagate_forward_time: 19.7440719604, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8907833099
validation[          , genome 15526] predictions:    9834/  10000 (98.34%), best:    9845/10000 (98.45%), error:       563.56219, best error:       496.16580 on epoch:    11, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 260.6377258301s, input_fired_time: 4.4255146980, output_fired_time: 2.7688796520, propagate_forward_time: 97.0315551758, propagate_backward_time: 151.3443450928, weight_update_time: 0.3481518924, other_time: 5.0674438477
epoch time: 21.0138263702s, input_fired_time: 0.4653662443, output_fired_time: 0.0000000000, propagate_forward_time: 19.6668586731, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8816013336
validation[          , genome 15526] predictions:    9842/  10000 (98.42%), best:    9845/10000 (98.45%), error:       513.18909, best error:       496.16580 on epoch:    11, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 263.7796630859s, input_fired_time: 4.4472413063, output_fired_time: 2.7921299934, propagate_forward_time: 98.1492004395, propagate_backward_time: 153.2997436523, weight_update_time: 0.3510002792, other_time: 5.0913391113
epoch time: 20.9718227386s, input_fired_time: 0.4592309892, output_fired_time: 0.0000000000, propagate_forward_time: 19.6410732269, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8715190887
validation[          , genome 15526] predictions:    9823/  10000 (98.23%), best:    9845/10000 (98.45%), error:       599.25641, best error:       496.16580 on epoch:    11, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 264.5165710449s, input_fired_time: 4.4538064003, output_fired_time: 2.7994587421, propagate_forward_time: 98.2327194214, propagate_backward_time: 153.9375305176, weight_update_time: 0.3521065116, other_time: 5.0930480957
epoch time: 20.1450672150s, input_fired_time: 0.4516660273, output_fired_time: 0.0000000000, propagate_forward_time: 18.8447437286, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8486576080
validation[          , genome 15526] predictions:    9788/  10000 (97.88%), best:    9845/10000 (98.45%), error:       677.99396, best error:       496.16580 on epoch:    11, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 263.2689514160s, input_fired_time: 4.4721531868, output_fired_time: 2.7914690971, propagate_forward_time: 98.0478515625, propagate_backward_time: 152.8531036377, weight_update_time: 0.3516193330, other_time: 5.1043548584
epoch time: 20.5859184265s, input_fired_time: 0.4565411508, output_fired_time: 0.0000000000, propagate_forward_time: 19.2641105652, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8652667999
validation[          , genome 15526] predictions:    9835/  10000 (98.35%), best:    9845/10000 (98.45%), error:       533.35052, best error:       496.16580 on epoch:    11, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 261.9243469238s, input_fired_time: 4.4415082932, output_fired_time: 2.7760264874, propagate_forward_time: 97.7606887817, propagate_backward_time: 151.9384765625, weight_update_time: 0.3483323157, other_time: 5.0076599121
epoch time: 20.3335590363s, input_fired_time: 0.4551202059, output_fired_time: 0.0000000000, propagate_forward_time: 19.0211582184, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8572807312
validation[          , genome 15526] predictions:    9844/  10000 (98.44%), best:    9845/10000 (98.45%), error:       499.51407, best error:       496.16580 on epoch:    11, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 261.8697204590s, input_fired_time: 4.4650840759, output_fired_time: 2.7865955830, propagate_forward_time: 97.5396957397, propagate_backward_time: 151.9971618652, weight_update_time: 0.3496231139, other_time: 5.0811767578
epoch time: 21.2353382111s, input_fired_time: 0.4707859159, output_fired_time: 0.0000000000, propagate_forward_time: 19.8719329834, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8926200867
validation[          , genome 15526] predictions:    9835/  10000 (98.35%), best:    9845/10000 (98.45%), error:       511.07654, best error:       496.16580 on epoch:    11, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 261.7740478516s, input_fired_time: 4.4475812912, output_fired_time: 2.7658004761, propagate_forward_time: 97.2328948975, propagate_backward_time: 152.2828216553, weight_update_time: 0.3476198912, other_time: 5.0449523926
epoch time: 20.9288253784s, input_fired_time: 0.4711161256, output_fired_time: 0.0000000000, propagate_forward_time: 19.5690345764, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8886737823
validation[          , genome 15526] predictions:    9820/  10000 (98.20%), best:    9845/10000 (98.45%), error:       559.72382, best error:       496.16580 on epoch:    11, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 262.6150207520s, input_fired_time: 4.4801831245, output_fired_time: 2.7899599075, propagate_forward_time: 97.6867523193, propagate_backward_time: 152.5590515137, weight_update_time: 0.3510324657, other_time: 5.0990600586
epoch time: 21.1556873322s, input_fired_time: 0.4716608226, output_fired_time: 0.0000000000, propagate_forward_time: 19.8035697937, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8804569244
validation[          , genome 15526] predictions:    9836/  10000 (98.36%), best:    9845/10000 (98.45%), error:       507.04163, best error:       496.16580 on epoch:    11, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 269.0617370605s, input_fired_time: 4.5477356911, output_fired_time: 2.8471112251, propagate_forward_time: 100.2660522461, propagate_backward_time: 156.2213287354, weight_update_time: 0.3563864827, other_time: 5.1795196533
epoch time: 20.9011936188s, input_fired_time: 0.4712741077, output_fired_time: 0.0000000000, propagate_forward_time: 19.5370616913, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8928585052
validation[          , genome 15526] predictions:    9835/  10000 (98.35%), best:    9845/10000 (98.45%), error:       507.16656, best error:       496.16580 on epoch:    11, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 264.2665100098s, input_fired_time: 4.4852461815, output_fired_time: 2.8136281967, propagate_forward_time: 98.3162841797, propagate_backward_time: 153.5927124023, weight_update_time: 0.3503660858, other_time: 5.0586242676
epoch time: 20.7358493805s, input_fired_time: 0.4679000676, output_fired_time: 0.0000000000, propagate_forward_time: 19.4115581512, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8563919067
validation[          , genome 15526] predictions:    9832/  10000 (98.32%), best:    9832/10000 (98.32%), error:       482.45605, best error:       482.45605 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 261.9821777344s, input_fired_time: 4.4707074165, output_fired_time: 2.7782711983, propagate_forward_time: 97.5383300781, propagate_backward_time: 152.1649932861, weight_update_time: 0.3486827910, other_time: 5.0298767090
epoch time: 20.2720336914s, input_fired_time: 0.4588830173, output_fired_time: 0.0000000000, propagate_forward_time: 18.9601211548, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8530292511
validation[          , genome 15526] predictions:    9846/  10000 (98.46%), best:    9832/10000 (98.32%), error:       493.88010, best error:       482.45605 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 259.4084777832s, input_fired_time: 4.4588603973, output_fired_time: 2.7552089691, propagate_forward_time: 96.5677795410, propagate_backward_time: 150.6686248779, weight_update_time: 0.3447017074, other_time: 4.9580078125
epoch time: 20.8280277252s, input_fired_time: 0.4689631164, output_fired_time: 0.0000000000, propagate_forward_time: 19.4966640472, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8624000549
validation[          , genome 15526] predictions:    9826/  10000 (98.26%), best:    9832/10000 (98.32%), error:       515.31647, best error:       482.45605 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 261.9560546875s, input_fired_time: 4.5237936974, output_fired_time: 2.7923486233, propagate_forward_time: 97.3199081421, propagate_backward_time: 152.1743316650, weight_update_time: 0.3525801599, other_time: 5.1456756592
epoch time: 20.5493946075s, input_fired_time: 0.4989661872, output_fired_time: 0.0000000000, propagate_forward_time: 19.1127758026, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9376525879
validation[          , genome 15526] predictions:    9843/  10000 (98.43%), best:    9832/10000 (98.32%), error:       486.33832, best error:       482.45605 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 259.9572448730s, input_fired_time: 4.6849851608, output_fired_time: 2.7774739265, propagate_forward_time: 96.5671234131, propagate_backward_time: 150.3869323730, weight_update_time: 0.3704609573, other_time: 5.5407257080
epoch time: 20.8885231018s, input_fired_time: 0.5009335876, output_fired_time: 0.0000000000, propagate_forward_time: 19.4522972107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9352931976
validation[          , genome 15526] predictions:    9840/  10000 (98.40%), best:    9832/10000 (98.32%), error:       486.71841, best error:       482.45605 on epoch:    28, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 263.1265563965s, input_fired_time: 4.7013840675, output_fired_time: 2.8038949966, propagate_forward_time: 97.6668624878, propagate_backward_time: 152.3350524902, weight_update_time: 0.3740141392, other_time: 5.6193542480
epoch time: 20.7260627747s, input_fired_time: 0.5023364425, output_fired_time: 0.0000000000, propagate_forward_time: 19.2813472748, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9423789978
validation[          , genome 15526] predictions:    9800/  10000 (98.00%), best:    9832/10000 (98.32%), error:       646.90302, best error:       482.45605 on epoch:    28, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 260.2918701172s, input_fired_time: 4.6509389877, output_fired_time: 2.7832522392, propagate_forward_time: 96.4519348145, propagate_backward_time: 150.8553009033, weight_update_time: 0.3724275827, other_time: 5.5504455566
epoch time: 23.6359519958s, input_fired_time: 0.5321103334, output_fired_time: 0.0000000000, propagate_forward_time: 22.0997982025, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0040435791
validation[          , genome 15526] predictions:    9835/  10000 (98.35%), best:    9832/10000 (98.32%), error:       491.56818, best error:       482.45605 on epoch:    28, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 271.6496582031s, input_fired_time: 4.6692991257, output_fired_time: 2.8643002510, propagate_forward_time: 101.6768264771, propagate_backward_time: 157.0354461670, weight_update_time: 0.3640021384, other_time: 5.4037933350
epoch time: 21.1152191162s, input_fired_time: 0.4767642021, output_fired_time: 0.0000000000, propagate_forward_time: 19.7538852692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8845691681
validation[          , genome 15526] predictions:    9829/  10000 (98.29%), best:    9832/10000 (98.32%), error:       548.28857, best error:       482.45605 on epoch:    28, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 275.8491210938s, input_fired_time: 4.7419996262, output_fired_time: 2.9221184254, propagate_forward_time: 103.2887496948, propagate_backward_time: 159.2470855713, weight_update_time: 0.3771535158, other_time: 5.6491546631
epoch time: 21.9096736908s, input_fired_time: 0.5034809709, output_fired_time: 0.0000000000, propagate_forward_time: 20.4596652985, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9465274811
validation[          , genome 15526] predictions:    9834/  10000 (98.34%), best:    9832/10000 (98.32%), error:       525.36316, best error:       482.45605 on epoch:    28, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 269.4615478516s, input_fired_time: 4.6177000999, output_fired_time: 2.8482038975, propagate_forward_time: 100.5581512451, propagate_backward_time: 156.0454864502, weight_update_time: 0.3674384654, other_time: 5.3919982910
epoch time: 21.0900630951s, input_fired_time: 0.4708739221, output_fired_time: 0.0000000000, propagate_forward_time: 19.7292213440, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8899669647
validation[          , genome 15526] predictions:    9877/  10000 (98.77%), best:    9877/10000 (98.77%), error:       393.24710, best error:       393.24710 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 276.9070739746s, input_fired_time: 4.7137494087, output_fired_time: 2.9201908112, propagate_forward_time: 103.6421127319, propagate_backward_time: 160.1300811768, weight_update_time: 0.3725038469, other_time: 5.5009307861
epoch time: 23.6912517548s, input_fired_time: 0.5244016051, output_fired_time: 0.0000000000, propagate_forward_time: 22.2066936493, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9601573944
validation[          , genome 15526] predictions:    9840/  10000 (98.40%), best:    9877/10000 (98.77%), error:       535.88397, best error:       393.24710 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 267.2956542969s, input_fired_time: 4.6474132538, output_fired_time: 2.8394520283, propagate_forward_time: 99.8056259155, propagate_backward_time: 154.6112823486, weight_update_time: 0.3642669916, other_time: 5.3918914795
epoch time: 20.5149669647s, input_fired_time: 0.4865702391, output_fired_time: 0.0000000000, propagate_forward_time: 19.1253623962, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9030342102
validation[          , genome 15526] predictions:    9840/  10000 (98.40%), best:    9877/10000 (98.77%), error:       491.35318, best error:       393.24710 on epoch:    37, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 268.6595764160s, input_fired_time: 4.6953454018, output_fired_time: 2.8494575024, propagate_forward_time: 100.3892288208, propagate_backward_time: 155.2968292236, weight_update_time: 0.3658839464, other_time: 5.4287261963
epoch time: 21.0356273651s, input_fired_time: 0.5057208538, output_fired_time: 0.0000000000, propagate_forward_time: 19.5856094360, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9442977905
validation[          , genome 15526] predictions:    9860/  10000 (98.60%), best:    9877/10000 (98.77%), error:       463.11673, best error:       393.24710 on epoch:    37, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 281.6288757324s, input_fired_time: 4.8252792358, output_fired_time: 2.9689192772, propagate_forward_time: 105.3534164429, propagate_backward_time: 162.8438873291, weight_update_time: 0.3797837198, other_time: 5.6373443604
epoch time: 21.6703548431s, input_fired_time: 0.4966414273, output_fired_time: 0.0000000000, propagate_forward_time: 20.2459869385, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9277267456
validation[          , genome 15526] predictions:    9861/  10000 (98.61%), best:    9877/10000 (98.77%), error:       428.84152, best error:       393.24710 on epoch:    37, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 267.8644104004s, input_fired_time: 4.6430974007, output_fired_time: 2.8305339813, propagate_forward_time: 99.9708709717, propagate_backward_time: 155.0965576172, weight_update_time: 0.3625255823, other_time: 5.3233489990
epoch time: 23.8115921021s, input_fired_time: 0.5323343873, output_fired_time: 0.0000000000, propagate_forward_time: 22.2944011688, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9848556519
validation[          , genome 15526] predictions:    9867/  10000 (98.67%), best:    9877/10000 (98.77%), error:       448.13818, best error:       393.24710 on epoch:    37, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 270.1742553711s, input_fired_time: 4.7439742088, output_fired_time: 2.8688647747, propagate_forward_time: 101.0113601685, propagate_backward_time: 156.0107116699, weight_update_time: 0.3725456595, other_time: 5.5393371582
epoch time: 23.9650688171s, input_fired_time: 0.5365897417, output_fired_time: 0.0000000000, propagate_forward_time: 22.4379577637, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9905204773
validation[          , genome 15526] predictions:    9851/  10000 (98.51%), best:    9877/10000 (98.77%), error:       464.77875, best error:       393.24710 on epoch:    37, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 275.5633544922s, input_fired_time: 4.7737264633, output_fired_time: 2.9090473652, propagate_forward_time: 103.4819107056, propagate_backward_time: 158.8963012695, weight_update_time: 0.3716774881, other_time: 5.5023803711
epoch time: 20.2171878815s, input_fired_time: 0.4970799088, output_fired_time: 0.0000000000, propagate_forward_time: 18.8132343292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9068737030
validation[          , genome 15526] predictions:    9854/  10000 (98.54%), best:    9877/10000 (98.77%), error:       452.50485, best error:       393.24710 on epoch:    37, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 272.5058288574s, input_fired_time: 4.7759337425, output_fired_time: 2.8853223324, propagate_forward_time: 101.9451370239, propagate_backward_time: 157.3413085938, weight_update_time: 0.3760771453, other_time: 5.5581359863
epoch time: 22.9809341431s, input_fired_time: 0.5321737528, output_fired_time: 0.0000000000, propagate_forward_time: 21.4765586853, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9722023010
validation[          , genome 15526] predictions:    9866/  10000 (98.66%), best:    9877/10000 (98.77%), error:       445.06696, best error:       393.24710 on epoch:    37, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 277.3784179688s, input_fired_time: 4.7812485695, output_fired_time: 2.9338889122, propagate_forward_time: 104.1917800903, propagate_backward_time: 159.9559631348, weight_update_time: 0.3749017417, other_time: 5.5155334473
epoch time: 20.3318462372s, input_fired_time: 0.4953039885, output_fired_time: 0.0000000000, propagate_forward_time: 18.9288330078, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9077091217
validation[          , genome 15526] predictions:    9858/  10000 (98.58%), best:    9877/10000 (98.77%), error:       469.50089, best error:       393.24710 on epoch:    37, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 274.4196777344s, input_fired_time: 4.7671313286, output_fired_time: 2.8922371864, propagate_forward_time: 102.6593780518, propagate_backward_time: 158.5609130859, weight_update_time: 0.3703466356, other_time: 5.5400238037
epoch time: 21.8924160004s, input_fired_time: 0.5093268752, output_fired_time: 0.0000000000, propagate_forward_time: 20.4306697845, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9524192810
validation[          , genome 15526] predictions:    9872/  10000 (98.72%), best:    9877/10000 (98.77%), error:       395.84723, best error:       393.24710 on epoch:    37, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 274.2925720215s, input_fired_time: 4.7623910904, output_fired_time: 2.9078288078, propagate_forward_time: 102.6685256958, propagate_backward_time: 158.5117797852, weight_update_time: 0.3674478829, other_time: 5.4420471191
epoch time: 21.4647750854s, input_fired_time: 0.5079571009, output_fired_time: 0.0000000000, propagate_forward_time: 20.0300559998, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9267616272
validation[          , genome 15526] predictions:    9877/  10000 (98.77%), best:    9877/10000 (98.77%), error:       384.08844, best error:       384.08844 on epoch:    48, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 265.5658569336s, input_fired_time: 4.6512203217, output_fired_time: 2.8064191341, propagate_forward_time: 99.3595657349, propagate_backward_time: 153.4246826172, weight_update_time: 0.3583291173, other_time: 5.3239746094
epoch time: 20.4079799652s, input_fired_time: 0.4776595533, output_fired_time: 0.0000000000, propagate_forward_time: 19.0487270355, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8815937042
validation[          , genome 15526] predictions:    9882/  10000 (98.82%), best:    9877/10000 (98.77%), error:       427.56061, best error:       384.08844 on epoch:    48, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 263.5205688477s, input_fired_time: 4.6019668579, output_fired_time: 2.7895193100, propagate_forward_time: 98.4756011963, propagate_backward_time: 152.4533996582, weight_update_time: 0.3518427312, other_time: 5.2000885010
epoch time: 21.0979022980s, input_fired_time: 0.4923805296, output_fired_time: 0.0000000000, propagate_forward_time: 19.7066936493, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8988285065
validation[          , genome 15526] predictions:    9877/  10000 (98.77%), best:    9877/10000 (98.77%), error:       406.32773, best error:       384.08844 on epoch:    48, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 269.2250061035s, input_fired_time: 4.6671113968, output_fired_time: 2.8456687927, propagate_forward_time: 100.7401351929, propagate_backward_time: 155.6456756592, weight_update_time: 0.3616428375, other_time: 5.3264007568
epoch time: 20.4442024231s, input_fired_time: 0.4874190092, output_fired_time: 0.0000000000, propagate_forward_time: 19.0570964813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8996868134
validation[          , genome 15526] predictions:    9862/  10000 (98.62%), best:    9877/10000 (98.77%), error:       407.51172, best error:       384.08844 on epoch:    48, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 262.0400390625s, input_fired_time: 4.6113119125, output_fired_time: 2.7841098309, propagate_forward_time: 97.6704940796, propagate_backward_time: 151.6968994141, weight_update_time: 0.3652645648, other_time: 5.2772521973
epoch time: 22.7245178223s, input_fired_time: 0.5206115842, output_fired_time: 0.0000000000, propagate_forward_time: 21.2512779236, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9526290894
validation[          , genome 15526] predictions:    9858/  10000 (98.58%), best:    9877/10000 (98.77%), error:       453.80368, best error:       384.08844 on epoch:    48, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 265.0448608398s, input_fired_time: 4.6474246979, output_fired_time: 2.8087360859, propagate_forward_time: 98.8907394409, propagate_backward_time: 153.3718414307, weight_update_time: 0.3675491512, other_time: 5.3260955811
epoch time: 21.6966915131s, input_fired_time: 0.5096170902, output_fired_time: 0.0000000000, propagate_forward_time: 20.2543869019, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9326877594
validation[          , genome 15526] predictions:    9843/  10000 (98.43%), best:    9877/10000 (98.77%), error:       496.94067, best error:       384.08844 on epoch:    48, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 258.3706359863s, input_fired_time: 4.5801444054, output_fired_time: 2.7556297779, propagate_forward_time: 96.0030136108, propagate_backward_time: 149.7939605713, weight_update_time: 0.3638689816, other_time: 5.2378997803
epoch time: 20.1838207245s, input_fired_time: 0.4837973118, output_fired_time: 0.0000000000, propagate_forward_time: 18.8198451996, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8801784515
validation[          , genome 15526] predictions:    9880/  10000 (98.80%), best:    9877/10000 (98.77%), error:       384.99210, best error:       384.08844 on epoch:    48, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 264.4569091797s, input_fired_time: 4.6323900223, output_fired_time: 2.8028004169, propagate_forward_time: 98.4870834351, propagate_backward_time: 153.2548217773, weight_update_time: 0.3674914241, other_time: 5.2798156738
epoch time: 20.1871948242s, input_fired_time: 0.4827547371, output_fired_time: 0.0000000000, propagate_forward_time: 18.8177547455, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8866844177
validation[          , genome 15526] predictions:    9862/  10000 (98.62%), best:    9877/10000 (98.77%), error:       413.36441, best error:       384.08844 on epoch:    48, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 256.3471984863s, input_fired_time: 4.5056481361, output_fired_time: 2.7224590778, propagate_forward_time: 95.1611633301, propagate_backward_time: 148.8126220703, weight_update_time: 0.3532673717, other_time: 5.1453094482
epoch time: 20.2091484070s, input_fired_time: 0.4737333357, output_fired_time: 0.0000000000, propagate_forward_time: 18.8658332825, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8695812225
validation[          , genome 15526] predictions:    9859/  10000 (98.59%), best:    9877/10000 (98.77%), error:       435.11197, best error:       384.08844 on epoch:    48, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 257.5903320312s, input_fired_time: 4.4955196381, output_fired_time: 2.7391984463, propagate_forward_time: 96.0083999634, propagate_backward_time: 149.2988739014, weight_update_time: 0.3440564871, other_time: 5.0483551025
epoch time: 20.4147262573s, input_fired_time: 0.4782133400, output_fired_time: 0.0000000000, propagate_forward_time: 19.0644989014, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8720130920
validation[          , genome 15526] predictions:    9871/  10000 (98.71%), best:    9877/10000 (98.77%), error:       396.18048, best error:       384.08844 on epoch:    48, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 257.9356994629s, input_fired_time: 4.5341424942, output_fired_time: 2.7524960041, propagate_forward_time: 95.9673843384, propagate_backward_time: 149.6219024658, weight_update_time: 0.3447207212, other_time: 5.0597686768
epoch time: 20.1402664185s, input_fired_time: 0.4708012044, output_fired_time: 0.0000000000, propagate_forward_time: 18.8101100922, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8593559265
validation[          , genome 15526] predictions:    9863/  10000 (98.63%), best:    9877/10000 (98.77%), error:       416.14041, best error:       384.08844 on epoch:    48, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 254.3150329590s, input_fired_time: 4.4997034073, output_fired_time: 2.7078413963, propagate_forward_time: 94.4723968506, propagate_backward_time: 147.6215515137, weight_update_time: 0.3409358859, other_time: 5.0135345459
epoch time: 20.1368122101s, input_fired_time: 0.4741119742, output_fired_time: 0.0000000000, propagate_forward_time: 18.7984409332, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8642597198
validation[          , genome 15526] predictions:    9882/  10000 (98.82%), best:    9877/10000 (98.77%), error:       390.79483, best error:       384.08844 on epoch:    48, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 254.5295104980s, input_fired_time: 4.5113835335, output_fired_time: 2.7115690708, propagate_forward_time: 94.5971603394, propagate_backward_time: 147.6708068848, weight_update_time: 0.3418090940, other_time: 5.0386047363
epoch time: 20.1536407471s, input_fired_time: 0.4764189720, output_fired_time: 0.0000000000, propagate_forward_time: 18.8070030212, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8702182770
validation[          , genome 15526] predictions:    9861/  10000 (98.61%), best:    9877/10000 (98.77%), error:       445.18735, best error:       384.08844 on epoch:    48, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 261.9991149902s, input_fired_time: 4.5646772385, output_fired_time: 2.7817196846, propagate_forward_time: 97.4803161621, propagate_backward_time: 152.0280761719, weight_update_time: 0.3490182459, other_time: 5.1443328857
epoch time: 20.2532043457s, input_fired_time: 0.4812113941, output_fired_time: 0.0000000000, propagate_forward_time: 18.8920936584, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8798999786
validation[          , genome 15526] predictions:    9870/  10000 (98.70%), best:    9877/10000 (98.77%), error:       426.58316, best error:       384.08844 on epoch:    48, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 253.6840209961s, input_fired_time: 4.4849247932, output_fired_time: 2.7019431591, propagate_forward_time: 94.2996063232, propagate_backward_time: 147.2125701904, weight_update_time: 0.3403489292, other_time: 4.9849700928
epoch time: 20.1408576965s, input_fired_time: 0.4738427401, output_fired_time: 0.0000000000, propagate_forward_time: 18.8054790497, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8615360260
validation[          , genome 15526] predictions:    9868/  10000 (98.68%), best:    9877/10000 (98.77%), error:       432.59180, best error:       384.08844 on epoch:    48, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 257.7817687988s, input_fired_time: 4.5339851379, output_fired_time: 2.7440187931, propagate_forward_time: 95.9855957031, propagate_backward_time: 149.4639282227, weight_update_time: 0.3440474272, other_time: 5.0542449951
epoch time: 20.1418991089s, input_fired_time: 0.4718514383, output_fired_time: 0.0000000000, propagate_forward_time: 18.8026237488, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8674240112
validation[          , genome 15526] predictions:    9865/  10000 (98.65%), best:    9877/10000 (98.77%), error:       417.37738, best error:       384.08844 on epoch:    48, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 259.9811096191s, input_fired_time: 4.5531988144, output_fired_time: 2.7595038414, propagate_forward_time: 96.8793716431, propagate_backward_time: 150.7210388184, weight_update_time: 0.3456919193, other_time: 5.0679931641
epoch time: 20.6649837494s, input_fired_time: 0.4828920066, output_fired_time: 0.0000000000, propagate_forward_time: 19.3065700531, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8755226135
validation[          , genome 15526] predictions:    9827/  10000 (98.27%), best:    9877/10000 (98.77%), error:       539.69678, best error:       384.08844 on epoch:    48, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 256.8686218262s, input_fired_time: 4.5278701782, output_fired_time: 2.7245364189, propagate_forward_time: 95.6156005859, propagate_backward_time: 148.9545135498, weight_update_time: 0.3438714445, other_time: 5.0461120605
epoch time: 20.1527309418s, input_fired_time: 0.4744110405, output_fired_time: 0.0000000000, propagate_forward_time: 18.8162765503, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8620433807
validation[          , genome 15526] predictions:    9862/  10000 (98.62%), best:    9877/10000 (98.77%), error:       439.30655, best error:       384.08844 on epoch:    48, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 254.1387023926s, input_fired_time: 4.4893569946, output_fired_time: 2.7061028481, propagate_forward_time: 94.3112182617, propagate_backward_time: 147.6293487549, weight_update_time: 0.3404702544, other_time: 5.0026855469
epoch time: 20.1459903717s, input_fired_time: 0.4744160175, output_fired_time: 0.0000000000, propagate_forward_time: 18.8099212646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8616523743
validation[          , genome 15526] predictions:    9875/  10000 (98.75%), best:    9877/10000 (98.77%), error:       413.55460, best error:       384.08844 on epoch:    48, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 255.0190734863s, input_fired_time: 4.5062408447, output_fired_time: 2.7126848698, propagate_forward_time: 94.8843307495, propagate_backward_time: 147.9316864014, weight_update_time: 0.3418005705, other_time: 4.9841156006
epoch time: 20.1378383636s, input_fired_time: 0.4712139070, output_fired_time: 0.0000000000, propagate_forward_time: 18.8116474152, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8549766541
validation[          , genome 15526] predictions:    9873/  10000 (98.73%), best:    9877/10000 (98.77%), error:       432.89230, best error:       384.08844 on epoch:    48, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 257.2149353027s, input_fired_time: 4.5365762711, output_fired_time: 2.7340319157, propagate_forward_time: 95.7255477905, propagate_backward_time: 149.1548156738, weight_update_time: 0.3448487818, other_time: 5.0639648438
epoch time: 20.1584472656s, input_fired_time: 0.4760758579, output_fired_time: 0.0000000000, propagate_forward_time: 18.8138923645, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8684787750
validation[          , genome 15526] predictions:    9872/  10000 (98.72%), best:    9877/10000 (98.77%), error:       407.75464, best error:       384.08844 on epoch:    48, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 254.8108215332s, input_fired_time: 4.5141987801, output_fired_time: 2.7181079388, propagate_forward_time: 94.7311019897, propagate_backward_time: 147.8040466309, weight_update_time: 0.3422731161, other_time: 5.0433654785
epoch time: 22.3999862671s, input_fired_time: 0.5114001632, output_fired_time: 0.0000000000, propagate_forward_time: 20.9705410004, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9180450439
validation[          , genome 15526] predictions:    9857/  10000 (98.57%), best:    9877/10000 (98.77%), error:       434.64136, best error:       384.08844 on epoch:    48, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 255.4201202393s, input_fired_time: 4.5088515282, output_fired_time: 2.7197167873, propagate_forward_time: 94.9658966064, propagate_backward_time: 148.2188568115, weight_update_time: 0.3427684903, other_time: 5.0068054199
epoch time: 22.5192317963s, input_fired_time: 0.5135655999, output_fired_time: 0.0000000000, propagate_forward_time: 21.0825634003, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9231033325
validation[          , genome 15526] predictions:    9855/  10000 (98.55%), best:    9877/10000 (98.77%), error:       456.19675, best error:       384.08844 on epoch:    48, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 255.8307800293s, input_fired_time: 4.5096464157, output_fired_time: 2.7182631493, propagate_forward_time: 95.2309570312, propagate_backward_time: 148.3583526611, weight_update_time: 0.3428003788, other_time: 5.0135650635
epoch time: 20.1266422272s, input_fired_time: 0.4724820852, output_fired_time: 0.0000000000, propagate_forward_time: 18.7983913422, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8557682037
validation[          , genome 15526] predictions:    9872/  10000 (98.72%), best:    9877/10000 (98.77%), error:       409.47397, best error:       384.08844 on epoch:    48, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 261.0063781738s, input_fired_time: 4.6391940117, output_fired_time: 2.7903561592, propagate_forward_time: 96.9812469482, propagate_backward_time: 151.3075866699, weight_update_time: 0.3570435643, other_time: 5.2879943848
epoch time: 21.2831344604s, input_fired_time: 0.5174725056, output_fired_time: 0.0000000000, propagate_forward_time: 19.8093090057, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9563522339
validation[          , genome 15526] predictions:    9879/  10000 (98.79%), best:    9877/10000 (98.77%), error:       412.90152, best error:       384.08844 on epoch:    48, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 265.5428771973s, input_fired_time: 4.7753448486, output_fired_time: 2.8244502544, propagate_forward_time: 98.6217880249, propagate_backward_time: 153.6442413330, weight_update_time: 0.3759625852, other_time: 5.6770172119
epoch time: 20.6118183136s, input_fired_time: 0.5096004605, output_fired_time: 0.0000000000, propagate_forward_time: 19.1473407745, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9548778534
validation[          , genome 15526] predictions:    9881/  10000 (98.81%), best:    9877/10000 (98.77%), error:       389.49884, best error:       384.08844 on epoch:    48, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 270.1386413574s, input_fired_time: 4.7200469971, output_fired_time: 2.8542752266, propagate_forward_time: 100.8328857422, propagate_backward_time: 156.2996520996, weight_update_time: 0.3691381812, other_time: 5.4317626953
epoch time: 20.5279674530s, input_fired_time: 0.4997199476, output_fired_time: 0.0000000000, propagate_forward_time: 19.1026020050, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9256458282
validation[          , genome 15526] predictions:    9873/  10000 (98.73%), best:    9877/10000 (98.77%), error:       418.90689, best error:       384.08844 on epoch:    48, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 259.7357177734s, input_fired_time: 4.5241842270, output_fired_time: 2.7632753849, propagate_forward_time: 96.8520965576, propagate_backward_time: 150.2974243164, weight_update_time: 0.3530595899, other_time: 5.2987365723
epoch time: 20.2415332794s, input_fired_time: 0.4691776633, output_fired_time: 0.0000000000, propagate_forward_time: 18.8889312744, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8834247589
validation[          , genome 15526] predictions:    9860/  10000 (98.60%), best:    9877/10000 (98.77%), error:       432.04425, best error:       384.08844 on epoch:    48, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 262.0231323242s, input_fired_time: 4.4970965385, output_fired_time: 2.7770371437, propagate_forward_time: 97.5886917114, propagate_backward_time: 152.1162109375, weight_update_time: 0.3481881618, other_time: 5.0440979004
epoch time: 21.0625915527s, input_fired_time: 0.4771203697, output_fired_time: 0.0000000000, propagate_forward_time: 19.7234840393, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8619880676
validation[          , genome 15526] predictions:    9869/  10000 (98.69%), best:    9877/10000 (98.77%), error:       405.93872, best error:       384.08844 on epoch:    48, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 259.9644775391s, input_fired_time: 4.4956140518, output_fired_time: 2.7760953903, propagate_forward_time: 97.0017547607, propagate_backward_time: 150.6715545654, weight_update_time: 0.3455355167, other_time: 5.0194549561
epoch time: 21.0252742767s, input_fired_time: 0.4849468768, output_fired_time: 0.0000000000, propagate_forward_time: 19.6527957916, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8875312805
validation[          , genome 15526] predictions:    9861/  10000 (98.61%), best:    9877/10000 (98.77%), error:       405.74677, best error:       384.08844 on epoch:    48, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 260.1574401855s, input_fired_time: 4.5147252083, output_fired_time: 2.7646784782, propagate_forward_time: 96.6790084839, propagate_backward_time: 151.2073974609, weight_update_time: 0.3451458216, other_time: 4.9916381836
epoch time: 20.3720798492s, input_fired_time: 0.4751718342, output_fired_time: 0.0000000000, propagate_forward_time: 19.0338211060, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8630867004
validation[          , genome 15526] predictions:    9873/  10000 (98.73%), best:    9877/10000 (98.77%), error:       415.49295, best error:       384.08844 on epoch:    48, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 262.5266418457s, input_fired_time: 4.5683326721, output_fired_time: 2.7835614681, propagate_forward_time: 97.8104171753, propagate_backward_time: 152.2956695557, weight_update_time: 0.3499344289, other_time: 5.0686798096
epoch time: 21.4530220032s, input_fired_time: 0.4950287640, output_fired_time: 0.0000000000, propagate_forward_time: 20.0650939941, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8928985596
validation[          , genome 15526] predictions:    9862/  10000 (98.62%), best:    9877/10000 (98.77%), error:       425.00089, best error:       384.08844 on epoch:    48, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 264.8983154297s, input_fired_time: 4.5858583450, output_fired_time: 2.8103535175, propagate_forward_time: 98.7799530029, propagate_backward_time: 153.6509552002, weight_update_time: 0.3479808569, other_time: 5.0711975098
epoch time: 21.0139293671s, input_fired_time: 0.4845033884, output_fired_time: 0.0000000000, propagate_forward_time: 19.6518745422, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8775520325
validation[          , genome 15526] predictions:    9876/  10000 (98.76%), best:    9877/10000 (98.77%), error:       397.81335, best error:       384.08844 on epoch:    48, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 260.8821411133s, input_fired_time: 4.5543737411, output_fired_time: 2.7774267197, propagate_forward_time: 97.1098709106, propagate_backward_time: 151.4090881348, weight_update_time: 0.3476274610, other_time: 5.0313720703
epoch time: 22.4110317230s, input_fired_time: 0.5112675428, output_fired_time: 0.0000000000, propagate_forward_time: 20.9780559540, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9217090607
validation[          , genome 15526] predictions:    9874/  10000 (98.74%), best:    9877/10000 (98.77%), error:       408.88141, best error:       384.08844 on epoch:    48, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 265.2095336914s, input_fired_time: 4.5831985474, output_fired_time: 2.8090810776, propagate_forward_time: 98.9001770020, propagate_backward_time: 153.7722320557, weight_update_time: 0.3521870971, other_time: 5.1448516846
epoch time: 20.8593635559s, input_fired_time: 0.4886212945, output_fired_time: 0.0000000000, propagate_forward_time: 19.4923362732, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8784065247
validation[          , genome 15526] predictions:    9870/  10000 (98.70%), best:    9877/10000 (98.77%), error:       415.46600, best error:       384.08844 on epoch:    48, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 265.5928344727s, input_fired_time: 4.6736440659, output_fired_time: 2.8101167679, propagate_forward_time: 98.6967010498, propagate_backward_time: 154.2414703369, weight_update_time: 0.3509270847, other_time: 5.1708984375
epoch time: 21.4490528107s, input_fired_time: 0.4997182488, output_fired_time: 0.0000000000, propagate_forward_time: 20.0489444733, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9003906250
validation[          , genome 15526] predictions:    9856/  10000 (98.56%), best:    9877/10000 (98.77%), error:       425.51022, best error:       384.08844 on epoch:    48, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 261.0560913086s, input_fired_time: 4.5577459335, output_fired_time: 2.7633643150, propagate_forward_time: 97.2754821777, propagate_backward_time: 151.3934783936, weight_update_time: 0.3468010426, other_time: 5.0660247803
epoch time: 21.0331211090s, input_fired_time: 0.4926967025, output_fired_time: 0.0000000000, propagate_forward_time: 19.6529731750, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8874511719
validation[          , genome 15526] predictions:    9880/  10000 (98.80%), best:    9877/10000 (98.77%), error:       399.80865, best error:       384.08844 on epoch:    48, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 264.5836486816s, input_fired_time: 4.5780515671, output_fired_time: 2.8029394150, propagate_forward_time: 98.5104293823, propagate_backward_time: 153.6480712891, weight_update_time: 0.3481021225, other_time: 5.0441284180
epoch time: 20.7209262848s, input_fired_time: 0.4795637727, output_fired_time: 0.0000000000, propagate_forward_time: 19.3738632202, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8674983978
validation[          , genome 15526] predictions:    9873/  10000 (98.73%), best:    9877/10000 (98.77%), error:       405.58798, best error:       384.08844 on epoch:    48, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 262.9136047363s, input_fired_time: 4.5111265182, output_fired_time: 2.7994964123, propagate_forward_time: 97.6267776489, propagate_backward_time: 152.9254150391, weight_update_time: 0.3506446183, other_time: 5.0507812500
epoch time: 21.1255550385s, input_fired_time: 0.4793149531, output_fired_time: 0.0000000000, propagate_forward_time: 19.7785892487, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8676509857
validation[          , genome 15526] predictions:    9864/  10000 (98.64%), best:    9877/10000 (98.77%), error:       427.44501, best error:       384.08844 on epoch:    48, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 264.9915161133s, input_fired_time: 4.5437884331, output_fired_time: 2.8170039654, propagate_forward_time: 98.7815628052, propagate_backward_time: 153.7523956299, weight_update_time: 0.3529081345, other_time: 5.0967559814
epoch time: 21.5612220764s, input_fired_time: 0.4971747398, output_fired_time: 0.0000000000, propagate_forward_time: 20.1433486938, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9206981659
validation[          , genome 15526] predictions:    9871/  10000 (98.71%), best:    9877/10000 (98.77%), error:       395.79999, best error:       384.08844 on epoch:    48, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 257.8507995605s, input_fired_time: 4.4709758759, output_fired_time: 2.7538106441, propagate_forward_time: 95.5869598389, propagate_backward_time: 150.0858764648, weight_update_time: 0.3439349830, other_time: 4.9531707764
epoch time: 20.2961616516s, input_fired_time: 0.4756114781, output_fired_time: 0.0000000000, propagate_forward_time: 18.9606704712, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8598804474
validation[          , genome 15526] predictions:    9871/  10000 (98.71%), best:    9877/10000 (98.77%), error:       420.10638, best error:       384.08844 on epoch:    48, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 260.5569458008s, input_fired_time: 4.5275893211, output_fired_time: 2.7809019089, propagate_forward_time: 96.8886566162, propagate_backward_time: 151.2770233154, weight_update_time: 0.3473300636, other_time: 5.0827789307
epoch time: 20.1320819855s, input_fired_time: 0.4744776487, output_fired_time: 0.0000000000, propagate_forward_time: 18.7946300507, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8629741669
validation[          , genome 15526] predictions:    9868/  10000 (98.68%), best:    9877/10000 (98.77%), error:       417.47278, best error:       384.08844 on epoch:    48, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 259.0588989258s, input_fired_time: 4.5205011368, output_fired_time: 2.7635166645, propagate_forward_time: 96.2337417603, propagate_backward_time: 150.4718170166, weight_update_time: 0.3467087150, other_time: 5.0693206787
epoch time: 20.6239852905s, input_fired_time: 0.4821523726, output_fired_time: 0.0000000000, propagate_forward_time: 19.2761669159, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8656654358
validation[          , genome 15526] predictions:    9872/  10000 (98.72%), best:    9877/10000 (98.77%), error:       405.64105, best error:       384.08844 on epoch:    48, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 261.8384399414s, input_fired_time: 4.5540833473, output_fired_time: 2.7780170441, propagate_forward_time: 97.5865402222, propagate_backward_time: 151.7711639404, weight_update_time: 0.3489754796, other_time: 5.1486358643
epoch time: 21.4544734955s, input_fired_time: 0.4899191558, output_fired_time: 0.0000000000, propagate_forward_time: 20.0572566986, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9072971344
validation[          , genome 15526] predictions:    9866/  10000 (98.66%), best:    9877/10000 (98.77%), error:       434.84152, best error:       384.08844 on epoch:    48, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 259.9172058105s, input_fired_time: 4.4863657951, output_fired_time: 2.7723770142, propagate_forward_time: 96.8560791016, propagate_backward_time: 150.8264312744, weight_update_time: 0.3456682265, other_time: 4.9759674072
epoch time: 20.5858516693s, input_fired_time: 0.4783776700, output_fired_time: 0.0000000000, propagate_forward_time: 19.2473354340, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8601379395
validation[          , genome 15526] predictions:    9867/  10000 (98.67%), best:    9877/10000 (98.77%), error:       419.56064, best error:       384.08844 on epoch:    48, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 259.8972778320s, input_fired_time: 4.5134053230, output_fired_time: 2.7585086823, propagate_forward_time: 97.0210342407, propagate_backward_time: 150.5991668701, weight_update_time: 0.3447243571, other_time: 5.0051422119
epoch time: 20.3635711670s, input_fired_time: 0.4773467779, output_fired_time: 0.0000000000, propagate_forward_time: 19.0210723877, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8651523590
validation[          , genome 15526] predictions:    9865/  10000 (98.65%), best:    9877/10000 (98.77%), error:       418.77307, best error:       384.08844 on epoch:    48, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 261.0896301270s, input_fired_time: 4.5553536415, output_fired_time: 2.7734587193, propagate_forward_time: 97.2409973145, propagate_backward_time: 151.4804229736, weight_update_time: 0.3457627892, other_time: 5.0393981934
epoch time: 20.9100666046s, input_fired_time: 0.4929123223, output_fired_time: 0.0000000000, propagate_forward_time: 19.5237007141, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8934535980
validation[          , genome 15526] predictions:    9864/  10000 (98.64%), best:    9877/10000 (98.77%), error:       415.45123, best error:       384.08844 on epoch:    48, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 263.7724304199s, input_fired_time: 4.6236820221, output_fired_time: 2.7837071419, propagate_forward_time: 98.0384521484, propagate_backward_time: 153.1898345947, weight_update_time: 0.3500524759, other_time: 5.1367340088
epoch time: 21.4765357971s, input_fired_time: 0.4941841066, output_fired_time: 0.0000000000, propagate_forward_time: 20.0887851715, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8935661316
validation[          , genome 15526] predictions:    9860/  10000 (98.60%), best:    9877/10000 (98.77%), error:       435.45569, best error:       384.08844 on epoch:    48, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 263.1814880371s, input_fired_time: 4.5914859772, output_fired_time: 2.7951831818, propagate_forward_time: 97.7363281250, propagate_backward_time: 152.9419250488, weight_update_time: 0.3499067128, other_time: 5.1165618896
epoch time: 20.3016777039s, input_fired_time: 0.4814725220, output_fired_time: 0.0000000000, propagate_forward_time: 18.9493904114, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8708152771
validation[          , genome 15526] predictions:    9860/  10000 (98.60%), best:    9877/10000 (98.77%), error:       424.60605, best error:       384.08844 on epoch:    48, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 271.8760986328s, input_fired_time: 4.6778688431, output_fired_time: 2.8468408585, propagate_forward_time: 101.7107849121, propagate_backward_time: 157.4400329590, weight_update_time: 0.3576767743, other_time: 5.2005920410
epoch time: 24.3986759186s, input_fired_time: 0.5518591404, output_fired_time: 0.0000000000, propagate_forward_time: 22.8617515564, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9850654602
validation[          , genome 15526] predictions:    9872/  10000 (98.72%), best:    9877/10000 (98.77%), error:       411.03491, best error:       384.08844 on epoch:    48, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 274.6601562500s, input_fired_time: 4.6716327667, output_fired_time: 2.8886427879, propagate_forward_time: 102.4839630127, propagate_backward_time: 159.3387298584, weight_update_time: 0.3603714108, other_time: 5.2771911621
epoch time: 20.2503700256s, input_fired_time: 0.4745841622, output_fired_time: 0.0000000000, propagate_forward_time: 18.9113826752, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8644027710
validation[          , genome 15526] predictions:    9874/  10000 (98.74%), best:    9877/10000 (98.77%), error:       409.45737, best error:       384.08844 on epoch:    48, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 259.7597045898s, input_fired_time: 4.5337514877, output_fired_time: 2.7692246437, propagate_forward_time: 96.7729797363, propagate_backward_time: 150.6889495850, weight_update_time: 0.3450483084, other_time: 4.9947967529
epoch time: 20.3721561432s, input_fired_time: 0.4783564806, output_fired_time: 0.0000000000, propagate_forward_time: 19.0391139984, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8546848297
validation[          , genome 15526] predictions:    9870/  10000 (98.70%), best:    9877/10000 (98.77%), error:       418.17841, best error:       384.08844 on epoch:    48, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 259.8319396973s, input_fired_time: 4.5142555237, output_fired_time: 2.7761952877, propagate_forward_time: 96.7749328613, propagate_backward_time: 150.7087097168, weight_update_time: 0.3456449211, other_time: 5.0578460693
epoch time: 20.6186428070s, input_fired_time: 0.4773608446, output_fired_time: 0.0000000000, propagate_forward_time: 19.2577705383, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8835105896
validation[          , genome 15526] predictions:    9868/  10000 (98.68%), best:    9877/10000 (98.77%), error:       424.57751, best error:       384.08844 on epoch:    48, 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: 106.2494964600s, input_fired_time: 2.4204835892, output_fired_time: 0.0000000000, propagate_forward_time: 99.3835296631, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.4454803467
best training[          , genome 15526] predictions:   49953/  50000 (99.91%), best:    9877/10000 (98.77%), error:       407.66821, best error:       384.08844 on epoch:    48, 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: 22.6532039642s, input_fired_time: 0.4933629036, output_fired_time: 0.0000000000, propagate_forward_time: 21.2348022461, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9250392914
   testing[          , genome 15526] predictions:    9885/  10000 (98.85%), best:    9877/10000 (98.77%), error:       367.22964, best error:       384.08844 on epoch:    48, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
08:37:12 (29691): called boinc_finish(0)

</stderr_txt>
]]>