Nameexact_genome_1509704703_29_12703_2
Workunit2348806
Created7 Dec 2017, 4:26:24 UTC
Sent7 Dec 2017, 4:38:37 UTC
Report deadline6 Jan 2018, 0:28:29 UTC
Received8 Dec 2017, 1:56:08 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID67174
Run time9 hours 1 min 30 sec
CPU time9 hours 1 min 25 sec
Validate stateValid
Credit7,456.58
Device peak FLOPS4.03 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size176.10 MB
Peak swap size177.79 MB
Peak disk usage3.25 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
_time: 21.3382205963, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3136959076
validation[          , genome 12703] predictions:    9766/  10000 (97.66%), best:    9826/10000 (98.26%), error:       738.36188, best error:       544.65924 on epoch:     0, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 296.7779235840s, input_fired_time: 7.3176536560, output_fired_time: 4.7541933060, propagate_forward_time: 108.1128921509, propagate_backward_time: 169.2961425781, weight_update_time: 0.3675345480, other_time: 7.2970581055
epoch time: 23.4693756104s, input_fired_time: 0.7658701539, output_fired_time: 0.0000000000, propagate_forward_time: 21.3690757751, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3344287872
validation[          , genome 12703] predictions:    9832/  10000 (98.32%), best:    9826/10000 (98.26%), error:       571.83032, best error:       544.65924 on epoch:     0, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 293.4950866699s, input_fired_time: 7.2664313316, output_fired_time: 4.7069106102, propagate_forward_time: 107.0020751953, propagate_backward_time: 167.2959747314, weight_update_time: 0.3664552569, other_time: 7.2237091064
epoch time: 24.1175441742s, input_fired_time: 0.7654136419, output_fired_time: 0.0000000000, propagate_forward_time: 22.0047607422, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3473701477
validation[          , genome 12703] predictions:    9842/  10000 (98.42%), best:    9842/10000 (98.42%), error:       536.32690, best error:       536.32690 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 292.7487792969s, input_fired_time: 7.2570171356, output_fired_time: 4.6920623779, propagate_forward_time: 106.6960372925, propagate_backward_time: 166.8864593506, weight_update_time: 0.3673622608, other_time: 7.2171783447
epoch time: 24.4201698303s, input_fired_time: 0.7802454829, output_fired_time: 0.0000000000, propagate_forward_time: 22.2986698151, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3412551880
validation[          , genome 12703] predictions:    9838/  10000 (98.38%), best:    9838/10000 (98.38%), error:       520.61871, best error:       520.61871 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 295.2210998535s, input_fired_time: 7.2686858177, output_fired_time: 4.7333970070, propagate_forward_time: 107.8120651245, propagate_backward_time: 168.1315765381, weight_update_time: 0.3689178526, other_time: 7.2753753662
epoch time: 23.6799983978s, input_fired_time: 0.7701816559, output_fired_time: 0.0000000000, propagate_forward_time: 21.6037960052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3060207367
validation[          , genome 12703] predictions:    9800/  10000 (98.00%), best:    9838/10000 (98.38%), error:       635.66235, best error:       520.61871 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 299.5257873535s, input_fired_time: 7.3794555664, output_fired_time: 4.8012847900, propagate_forward_time: 109.2584075928, propagate_backward_time: 170.7157440186, weight_update_time: 0.3728902042, other_time: 7.3708801270
epoch time: 24.0694694519s, input_fired_time: 0.7816428542, output_fired_time: 0.0000000000, propagate_forward_time: 21.9291248322, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3587017059
validation[          , genome 12703] predictions:    9812/  10000 (98.12%), best:    9838/10000 (98.38%), error:       576.78552, best error:       520.61871 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 299.6227416992s, input_fired_time: 7.3798155785, output_fired_time: 4.7856931686, propagate_forward_time: 109.2734909058, propagate_backward_time: 170.7756042480, weight_update_time: 0.3722082376, other_time: 7.4081115723
epoch time: 24.4849319458s, input_fired_time: 0.7879693508, output_fired_time: 0.0000000000, propagate_forward_time: 22.3262233734, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3707389832
validation[          , genome 12703] predictions:    9849/  10000 (98.49%), best:    9849/10000 (98.49%), error:       491.68939, best error:       491.68939 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 296.6057739258s, input_fired_time: 7.3635401726, output_fired_time: 4.7478656769, propagate_forward_time: 108.3560867310, propagate_backward_time: 168.8331909180, weight_update_time: 0.3707424700, other_time: 7.3051147461
epoch time: 23.3840217590s, input_fired_time: 0.7643997669, output_fired_time: 0.0000000000, propagate_forward_time: 21.3075313568, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3120899200
validation[          , genome 12703] predictions:    9829/  10000 (98.29%), best:    9849/10000 (98.49%), error:       533.84436, best error:       491.68939 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 296.3684692383s, input_fired_time: 7.3336238861, output_fired_time: 4.7529501915, propagate_forward_time: 108.1522293091, propagate_backward_time: 168.8498840332, weight_update_time: 0.3699674308, other_time: 7.2797851562
epoch time: 23.8502635956s, input_fired_time: 0.7729272842, output_fired_time: 0.0000000000, propagate_forward_time: 21.7495002747, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3278350830
validation[          , genome 12703] predictions:    9863/  10000 (98.63%), best:    9863/10000 (98.63%), error:       469.49701, best error:       469.49701 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 299.6365356445s, input_fired_time: 7.4187793732, output_fired_time: 4.7799434662, propagate_forward_time: 109.7496109009, propagate_backward_time: 170.3288879395, weight_update_time: 0.3720102310, other_time: 7.3593139648
epoch time: 23.3942241669s, input_fired_time: 0.7642816305, output_fired_time: 0.0000000000, propagate_forward_time: 21.3208389282, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3091030121
validation[          , genome 12703] predictions:    9799/  10000 (97.99%), best:    9863/10000 (98.63%), error:       676.21167, best error:       469.49701 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 297.3842163086s, input_fired_time: 7.3549628258, output_fired_time: 4.7555465698, propagate_forward_time: 108.4787826538, propagate_backward_time: 169.5148162842, weight_update_time: 0.3700290024, other_time: 7.2801055908
epoch time: 23.3295574188s, input_fired_time: 0.7684414387, output_fired_time: 0.0000000000, propagate_forward_time: 21.2339725494, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3271427155
validation[          , genome 12703] predictions:    9816/  10000 (98.16%), best:    9863/10000 (98.63%), error:       652.79907, best error:       469.49701 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 292.5853271484s, input_fired_time: 7.3483324051, output_fired_time: 4.7002415657, propagate_forward_time: 106.6311721802, propagate_backward_time: 166.5673675537, weight_update_time: 0.3658216894, other_time: 7.3382110596
epoch time: 24.3369388580s, input_fired_time: 0.7947574854, output_fired_time: 0.0000000000, propagate_forward_time: 22.1627140045, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3794670105
validation[          , genome 12703] predictions:    9808/  10000 (98.08%), best:    9863/10000 (98.63%), error:       580.13141, best error:       469.49701 on epoch:    22, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 294.7742309570s, input_fired_time: 7.3273286819, output_fired_time: 4.7032370567, propagate_forward_time: 107.3717117310, propagate_backward_time: 168.1079101562, weight_update_time: 0.3693641126, other_time: 7.2640380859
epoch time: 24.7001132965s, input_fired_time: 0.7968521714, output_fired_time: 0.0000000000, propagate_forward_time: 22.5029354095, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4003257751
validation[          , genome 12703] predictions:    9845/  10000 (98.45%), best:    9863/10000 (98.63%), error:       535.23932, best error:       469.49701 on epoch:    22, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 299.6242675781s, input_fired_time: 7.4532051086, output_fired_time: 4.7966732979, propagate_forward_time: 109.4395828247, propagate_backward_time: 170.4017639160, weight_update_time: 0.3764637113, other_time: 7.5330505371
epoch time: 24.0275955200s, input_fired_time: 0.7754819989, output_fired_time: 0.0000000000, propagate_forward_time: 21.9267444611, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3253688812
validation[          , genome 12703] predictions:    9839/  10000 (98.39%), best:    9863/10000 (98.63%), error:       528.25409, best error:       469.49701 on epoch:    22, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 291.8149414062s, input_fired_time: 7.2538461685, output_fired_time: 4.6872286797, propagate_forward_time: 106.1611938477, propagate_backward_time: 166.5378417969, weight_update_time: 0.3651482761, other_time: 7.1748352051
epoch time: 23.6697254181s, input_fired_time: 0.7673601508, output_fired_time: 0.0000000000, propagate_forward_time: 21.5934085846, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3089561462
validation[          , genome 12703] predictions:    9829/  10000 (98.29%), best:    9863/10000 (98.63%), error:       539.42468, best error:       469.49701 on epoch:    22, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 292.2867126465s, input_fired_time: 7.2629137039, output_fired_time: 4.6879076958, propagate_forward_time: 106.3651199341, propagate_backward_time: 166.7745819092, weight_update_time: 0.3659011126, other_time: 7.1962127686
epoch time: 23.5534038544s, input_fired_time: 0.7820680737, output_fired_time: 0.0000000000, propagate_forward_time: 21.4064960480, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3648395538
validation[          , genome 12703] predictions:    9779/  10000 (97.79%), best:    9863/10000 (98.63%), error:       722.85571, best error:       469.49701 on epoch:    22, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 291.7444152832s, input_fired_time: 7.2863025665, output_fired_time: 4.6954283714, propagate_forward_time: 106.3339233398, propagate_backward_time: 166.1954193115, weight_update_time: 0.3664903939, other_time: 7.2333221436
epoch time: 23.7378139496s, input_fired_time: 0.7770239115, output_fired_time: 0.0000000000, propagate_forward_time: 21.6271209717, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3336696625
validation[          , genome 12703] predictions:    9853/  10000 (98.53%), best:    9863/10000 (98.63%), error:       497.16092, best error:       469.49701 on epoch:    22, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 303.8999328613s, input_fired_time: 7.5069627762, output_fired_time: 4.8245267868, propagate_forward_time: 111.2989425659, propagate_backward_time: 172.7288665771, weight_update_time: 0.3785384893, other_time: 7.5406341553
epoch time: 24.3050727844s, input_fired_time: 0.7869451642, output_fired_time: 0.0000000000, propagate_forward_time: 22.1537475586, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3643798828
validation[          , genome 12703] predictions:    9760/  10000 (97.60%), best:    9863/10000 (98.63%), error:       804.58453, best error:       469.49701 on epoch:    22, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 299.5503234863s, input_fired_time: 7.4694647789, output_fired_time: 4.7966971397, propagate_forward_time: 109.3291168213, propagate_backward_time: 170.3909912109, weight_update_time: 0.3781120181, other_time: 7.5640716553
epoch time: 23.8300323486s, input_fired_time: 0.7775071859, output_fired_time: 0.0000000000, propagate_forward_time: 21.7379035950, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3146209717
validation[          , genome 12703] predictions:    9850/  10000 (98.50%), best:    9863/10000 (98.63%), error:       479.51562, best error:       469.49701 on epoch:    22, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 294.3176879883s, input_fired_time: 7.3616442680, output_fired_time: 4.7479739189, propagate_forward_time: 107.0980072021, propagate_backward_time: 167.7601165771, weight_update_time: 0.3694587350, other_time: 7.3499450684
epoch time: 25.0434246063s, input_fired_time: 0.8113320470, output_fired_time: 0.0000000000, propagate_forward_time: 22.8803138733, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3517780304
validation[          , genome 12703] predictions:    9859/  10000 (98.59%), best:    9863/10000 (98.63%), error:       488.35880, best error:       469.49701 on epoch:    22, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 299.0074462891s, input_fired_time: 7.4150004387, output_fired_time: 4.7819123268, propagate_forward_time: 109.4265289307, propagate_backward_time: 170.0401763916, weight_update_time: 0.3729678392, other_time: 7.3438110352
epoch time: 23.8148460388s, input_fired_time: 0.7766874433, output_fired_time: 0.0000000000, propagate_forward_time: 21.7174053192, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3207530975
validation[          , genome 12703] predictions:    9849/  10000 (98.49%), best:    9849/10000 (98.49%), error:       468.83224, best error:       468.83224 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 293.3103027344s, input_fired_time: 7.3641176224, output_fired_time: 4.7036457062, propagate_forward_time: 106.7333526611, propagate_backward_time: 167.1610107422, weight_update_time: 0.3684741855, other_time: 7.3481903076
epoch time: 23.9075660706s, input_fired_time: 0.7724736333, output_fired_time: 0.0000000000, propagate_forward_time: 21.8044376373, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3306541443
validation[          , genome 12703] predictions:    9826/  10000 (98.26%), best:    9849/10000 (98.49%), error:       552.46063, best error:       468.83224 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 297.4836730957s, input_fired_time: 7.4245390892, output_fired_time: 4.7731995583, propagate_forward_time: 108.2738418579, propagate_backward_time: 169.5874023438, weight_update_time: 0.3722585440, other_time: 7.4247131348
epoch time: 23.5438671112s, input_fired_time: 0.7691723704, output_fired_time: 0.0000000000, propagate_forward_time: 21.4644966125, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3101978302
validation[          , genome 12703] predictions:    9846/  10000 (98.46%), best:    9849/10000 (98.49%), error:       543.61963, best error:       468.83224 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 294.8301696777s, input_fired_time: 7.3620223999, output_fired_time: 4.7359447479, propagate_forward_time: 107.6153259277, propagate_backward_time: 167.8510589600, weight_update_time: 0.3688010871, other_time: 7.2658233643
epoch time: 24.1928157806s, input_fired_time: 0.7975383997, output_fired_time: 0.0000000000, propagate_forward_time: 22.0422706604, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3530063629
validation[          , genome 12703] predictions:    9839/  10000 (98.39%), best:    9849/10000 (98.49%), error:       488.90796, best error:       468.83224 on epoch:    34, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 294.5877990723s, input_fired_time: 7.3789215088, output_fired_time: 4.7296190262, propagate_forward_time: 107.5511932373, propagate_backward_time: 167.5995635986, weight_update_time: 0.3705145717, other_time: 7.3284912109
epoch time: 23.5183162689s, input_fired_time: 0.7730845213, output_fired_time: 0.0000000000, propagate_forward_time: 21.4334316254, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3118000031
validation[          , genome 12703] predictions:    9863/  10000 (98.63%), best:    9863/10000 (98.63%), error:       422.56912, best error:       422.56912 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 296.2815856934s, input_fired_time: 7.3686037064, output_fired_time: 4.7418756485, propagate_forward_time: 108.0195007324, propagate_backward_time: 168.8422698975, weight_update_time: 0.3701853156, other_time: 7.3093414307
epoch time: 24.2565345764s, input_fired_time: 0.7979361415, output_fired_time: 0.0000000000, propagate_forward_time: 22.0763607025, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3822383881
validation[          , genome 12703] predictions:    9877/  10000 (98.77%), best:    9877/10000 (98.77%), error:       402.11899, best error:       402.11899 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 296.6314392090s, input_fired_time: 7.3750801086, output_fired_time: 4.7476053238, propagate_forward_time: 108.2265853882, propagate_backward_time: 168.9842681885, weight_update_time: 0.3703300059, other_time: 7.2978668213
epoch time: 23.7290363312s, input_fired_time: 0.7728073597, output_fired_time: 0.0000000000, propagate_forward_time: 21.6420860291, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3141422272
validation[          , genome 12703] predictions:    9861/  10000 (98.61%), best:    9877/10000 (98.77%), error:       477.01300, best error:       402.11899 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 295.9472351074s, input_fired_time: 7.3484268188, output_fired_time: 4.7603797913, propagate_forward_time: 107.8819427490, propagate_backward_time: 168.6812744141, weight_update_time: 0.3692079484, other_time: 7.2752227783
epoch time: 23.8593750000s, input_fired_time: 0.7802452445, output_fired_time: 0.0000000000, propagate_forward_time: 21.7488136292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3303165436
validation[          , genome 12703] predictions:    9863/  10000 (98.63%), best:    9877/10000 (98.77%), error:       450.45767, best error:       402.11899 on epoch:    39, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 294.6276245117s, input_fired_time: 7.3624610901, output_fired_time: 4.7285690308, propagate_forward_time: 107.4417953491, propagate_backward_time: 167.7384490967, weight_update_time: 0.3715258241, other_time: 7.3563385010
epoch time: 25.5455379486s, input_fired_time: 0.8130539060, output_fired_time: 0.0000000000, propagate_forward_time: 23.3338718414, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3986129761
validation[          , genome 12703] predictions:    9863/  10000 (98.63%), best:    9877/10000 (98.77%), error:       438.67590, best error:       402.11899 on epoch:    39, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 296.7251892090s, input_fired_time: 7.3850493431, output_fired_time: 4.7499728203, propagate_forward_time: 108.4009399414, propagate_backward_time: 168.8947906494, weight_update_time: 0.3699176908, other_time: 7.2944488525
epoch time: 24.0599384308s, input_fired_time: 0.7860468626, output_fired_time: 0.0000000000, propagate_forward_time: 21.9435615540, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3303298950
validation[          , genome 12703] predictions:    9851/  10000 (98.51%), best:    9877/10000 (98.77%), error:       480.05542, best error:       402.11899 on epoch:    39, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 291.7804260254s, input_fired_time: 7.3305683136, output_fired_time: 4.6798977852, propagate_forward_time: 106.2796783447, propagate_backward_time: 166.2693481445, weight_update_time: 0.3666362464, other_time: 7.2209320068
epoch time: 24.1376667023s, input_fired_time: 0.7822563648, output_fired_time: 0.0000000000, propagate_forward_time: 22.0214176178, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3339920044
validation[          , genome 12703] predictions:    9865/  10000 (98.65%), best:    9877/10000 (98.77%), error:       451.32092, best error:       402.11899 on epoch:    39, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 290.7039794922s, input_fired_time: 7.3058972359, output_fired_time: 4.6749792099, propagate_forward_time: 105.7621841431, propagate_backward_time: 165.7709960938, weight_update_time: 0.3645710349, other_time: 7.1899108887
epoch time: 25.7113971710s, input_fired_time: 0.8250687122, output_fired_time: 0.0000000000, propagate_forward_time: 23.4839611053, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4023666382
validation[          , genome 12703] predictions:    9852/  10000 (98.52%), best:    9877/10000 (98.77%), error:       523.30499, best error:       402.11899 on epoch:    39, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 297.1974487305s, input_fired_time: 7.4119501114, output_fired_time: 4.7520570755, propagate_forward_time: 108.5599288940, propagate_backward_time: 169.1504211426, weight_update_time: 0.3712935448, other_time: 7.3230895996
epoch time: 25.2646350861s, input_fired_time: 0.8108849525, output_fired_time: 0.0000000000, propagate_forward_time: 23.0609855652, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3927650452
validation[          , genome 12703] predictions:    9865/  10000 (98.65%), best:    9877/10000 (98.77%), error:       437.08807, best error:       402.11899 on epoch:    39, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 290.1162414551s, input_fired_time: 7.2933654785, output_fired_time: 4.6664838791, propagate_forward_time: 105.5305023193, propagate_backward_time: 165.3662719727, weight_update_time: 0.3645118773, other_time: 7.2596282959
epoch time: 24.1645412445s, input_fired_time: 0.7990788817, output_fired_time: 0.0000000000, propagate_forward_time: 21.9985427856, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3669204712
validation[          , genome 12703] predictions:    9859/  10000 (98.59%), best:    9877/10000 (98.77%), error:       465.69336, best error:       402.11899 on epoch:    39, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 290.8083801270s, input_fired_time: 7.3167686462, output_fired_time: 4.6807284355, propagate_forward_time: 105.6974487305, propagate_backward_time: 165.9090728760, weight_update_time: 0.3638826609, other_time: 7.2043609619
epoch time: 23.5801200867s, input_fired_time: 0.7759366632, output_fired_time: 0.0000000000, propagate_forward_time: 21.4671821594, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3370018005
validation[          , genome 12703] predictions:    9874/  10000 (98.74%), best:    9877/10000 (98.77%), error:       426.70993, best error:       402.11899 on epoch:    39, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 294.7882385254s, input_fired_time: 7.3782343864, output_fired_time: 4.7188944817, propagate_forward_time: 107.8768692017, propagate_backward_time: 167.5515594482, weight_update_time: 0.3678357899, other_time: 7.2626800537
epoch time: 24.2604198456s, input_fired_time: 0.7875956297, output_fired_time: 0.0000000000, propagate_forward_time: 22.1396942139, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3331298828
validation[          , genome 12703] predictions:    9865/  10000 (98.65%), best:    9877/10000 (98.77%), error:       423.38382, best error:       402.11899 on epoch:    39, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 296.1675415039s, input_fired_time: 7.3977713585, output_fired_time: 4.7531304359, propagate_forward_time: 108.2328033447, propagate_backward_time: 168.4980926514, weight_update_time: 0.3683019280, other_time: 7.2857360840
epoch time: 24.5706672668s, input_fired_time: 0.7944279313, output_fired_time: 0.0000000000, propagate_forward_time: 22.4166164398, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3596229553
validation[          , genome 12703] predictions:    9871/  10000 (98.71%), best:    9877/10000 (98.77%), error:       420.67242, best error:       402.11899 on epoch:    39, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 298.4500427246s, input_fired_time: 7.4125995636, output_fired_time: 4.7774333954, propagate_forward_time: 109.2241973877, propagate_backward_time: 169.6912384033, weight_update_time: 0.3722128272, other_time: 7.3445739746
epoch time: 23.8973960876s, input_fired_time: 0.7896164656, output_fired_time: 0.0000000000, propagate_forward_time: 21.7656459808, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3421344757
validation[          , genome 12703] predictions:    9883/  10000 (98.83%), best:    9883/10000 (98.83%), error:       392.08145, best error:       392.08145 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 294.1710205078s, input_fired_time: 7.4453763962, output_fired_time: 4.7252082825, propagate_forward_time: 107.6107254028, propagate_backward_time: 167.0356292725, weight_update_time: 0.3681294024, other_time: 7.3540802002
epoch time: 24.4449195862s, input_fired_time: 0.7958142161, output_fired_time: 0.0000000000, propagate_forward_time: 22.2889823914, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3601226807
validation[          , genome 12703] predictions:    9864/  10000 (98.64%), best:    9883/10000 (98.83%), error:       428.45630, best error:       392.08145 on epoch:    51, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 292.7348632812s, input_fired_time: 7.3592705727, output_fired_time: 4.6901497841, propagate_forward_time: 106.4962463379, propagate_backward_time: 166.9452972412, weight_update_time: 0.3659563065, other_time: 7.2438812256
epoch time: 23.2476768494s, input_fired_time: 0.7776122093, output_fired_time: 0.0000000000, propagate_forward_time: 21.1707592010, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2993049622
validation[          , genome 12703] predictions:    9884/  10000 (98.84%), best:    9884/10000 (98.84%), error:       387.30463, best error:       387.30463 on epoch:    53, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 297.1409912109s, input_fired_time: 7.4618306160, output_fired_time: 4.7628264427, propagate_forward_time: 108.3799819946, propagate_backward_time: 169.1455535889, weight_update_time: 0.3730772138, other_time: 7.3908233643
epoch time: 26.5903625488s, input_fired_time: 0.8440778852, output_fired_time: 0.0000000000, propagate_forward_time: 24.3331089020, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4131755829
validation[          , genome 12703] predictions:    9853/  10000 (98.53%), best:    9884/10000 (98.84%), error:       469.80563, best error:       387.30463 on epoch:    53, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 298.5726928711s, input_fired_time: 7.4600272179, output_fired_time: 4.7639613152, propagate_forward_time: 109.1927032471, propagate_backward_time: 169.8102264404, weight_update_time: 0.3704844713, other_time: 7.3457946777
epoch time: 24.1457328796s, input_fired_time: 0.8067212105, output_fired_time: 0.0000000000, propagate_forward_time: 21.9667186737, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3722934723
validation[          , genome 12703] predictions:    9872/  10000 (98.72%), best:    9884/10000 (98.84%), error:       420.91077, best error:       387.30463 on epoch:    53, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 302.0805358887s, input_fired_time: 7.5722188950, output_fired_time: 4.8205685616, propagate_forward_time: 110.6093521118, propagate_backward_time: 171.5524139404, weight_update_time: 0.3763883412, other_time: 7.5260162354
epoch time: 24.3214035034s, input_fired_time: 0.8027842641, output_fired_time: 0.0000000000, propagate_forward_time: 22.1686019897, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3500175476
validation[          , genome 12703] predictions:    9876/  10000 (98.76%), best:    9884/10000 (98.84%), error:       435.51099, best error:       387.30463 on epoch:    53, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 296.1809082031s, input_fired_time: 7.4421319962, output_fired_time: 4.7376260757, propagate_forward_time: 108.0450439453, propagate_backward_time: 168.6504364014, weight_update_time: 0.3705650866, other_time: 7.3056488037
epoch time: 23.9164905548s, input_fired_time: 0.8013160229, output_fired_time: 0.0000000000, propagate_forward_time: 21.7722606659, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3429145813
validation[          , genome 12703] predictions:    9876/  10000 (98.76%), best:    9884/10000 (98.84%), error:       476.09021, best error:       387.30463 on epoch:    53, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 293.2268066406s, input_fired_time: 7.4074554443, output_fired_time: 4.6953201294, propagate_forward_time: 106.8749237061, propagate_backward_time: 166.9848327637, weight_update_time: 0.3669743240, other_time: 7.2642669678
epoch time: 23.4339008331s, input_fired_time: 0.7790647745, output_fired_time: 0.0000000000, propagate_forward_time: 21.3496417999, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3051948547
validation[          , genome 12703] predictions:    9865/  10000 (98.65%), best:    9884/10000 (98.84%), error:       453.33395, best error:       387.30463 on epoch:    53, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 293.0582580566s, input_fired_time: 7.4005656242, output_fired_time: 4.7039017677, propagate_forward_time: 106.7136154175, propagate_backward_time: 166.9331512451, weight_update_time: 0.3684073687, other_time: 7.3070220947
epoch time: 23.2417926788s, input_fired_time: 0.7796617150, output_fired_time: 0.0000000000, propagate_forward_time: 21.1436462402, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3184852600
validation[          , genome 12703] predictions:    9856/  10000 (98.56%), best:    9884/10000 (98.84%), error:       489.17236, best error:       387.30463 on epoch:    53, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 298.2949829102s, input_fired_time: 7.4745917320, output_fired_time: 4.7855124474, propagate_forward_time: 109.0833282471, propagate_backward_time: 169.5738983154, weight_update_time: 0.3733253479, other_time: 7.3776550293
epoch time: 26.0791187286s, input_fired_time: 0.8458296657, output_fired_time: 0.0000000000, propagate_forward_time: 23.8166618347, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4166278839
validation[          , genome 12703] predictions:    9891/  10000 (98.91%), best:    9891/10000 (98.91%), error:       384.95334, best error:       384.95334 on epoch:    60, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 295.8980102539s, input_fired_time: 7.4391074181, output_fired_time: 4.7433404922, propagate_forward_time: 107.6565246582, propagate_backward_time: 168.7185516357, weight_update_time: 0.3712323904, other_time: 7.3404693604
epoch time: 24.0200557709s, input_fired_time: 0.8027288318, output_fired_time: 0.0000000000, propagate_forward_time: 21.8695793152, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3477478027
validation[          , genome 12703] predictions:    9878/  10000 (98.78%), best:    9891/10000 (98.91%), error:       444.30234, best error:       384.95334 on epoch:    60, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 294.0180664062s, input_fired_time: 7.4692583084, output_fired_time: 4.7274122238, propagate_forward_time: 107.0370483398, propagate_backward_time: 167.3518371582, weight_update_time: 0.3713851273, other_time: 7.4324951172
epoch time: 23.4025859833s, input_fired_time: 0.7849826217, output_fired_time: 0.0000000000, propagate_forward_time: 21.3005409241, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3170623779
validation[          , genome 12703] predictions:    9876/  10000 (98.76%), best:    9891/10000 (98.91%), error:       430.07642, best error:       384.95334 on epoch:    60, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 295.4547729492s, input_fired_time: 7.4582800865, output_fired_time: 4.7220354080, propagate_forward_time: 108.0863342285, propagate_backward_time: 167.8992004395, weight_update_time: 0.3692820072, other_time: 7.2889099121
epoch time: 23.8674678802s, input_fired_time: 0.7883721590, output_fired_time: 0.0000000000, propagate_forward_time: 21.7609214783, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3181743622
validation[          , genome 12703] predictions:    9868/  10000 (98.68%), best:    9891/10000 (98.91%), error:       410.07324, best error:       384.95334 on epoch:    60, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 296.4952087402s, input_fired_time: 7.4462280273, output_fired_time: 4.7477273941, propagate_forward_time: 108.0001296997, propagate_backward_time: 168.9608917236, weight_update_time: 0.3693498969, other_time: 7.3402252197
epoch time: 25.5427913666s, input_fired_time: 0.8327158093, output_fired_time: 0.0000000000, propagate_forward_time: 23.3300342560, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3800411224
validation[          , genome 12703] predictions:    9849/  10000 (98.49%), best:    9891/10000 (98.91%), error:       546.02740, best error:       384.95334 on epoch:    60, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 298.1578063965s, input_fired_time: 7.4841976166, output_fired_time: 4.7855982780, propagate_forward_time: 108.8849105835, propagate_backward_time: 169.6355743408, weight_update_time: 0.3724194169, other_time: 7.3675384521
epoch time: 24.0787429810s, input_fired_time: 0.7983077765, output_fired_time: 0.0000000000, propagate_forward_time: 21.9375858307, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3428497314
validation[          , genome 12703] predictions:    9884/  10000 (98.84%), best:    9891/10000 (98.91%), error:       402.76498, best error:       384.95334 on epoch:    60, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 296.0613403320s, input_fired_time: 7.4546842575, output_fired_time: 4.7406587601, propagate_forward_time: 108.2347412109, propagate_backward_time: 168.2651824951, weight_update_time: 0.3699867129, other_time: 7.3660736084
epoch time: 23.5579605103s, input_fired_time: 0.7936629057, output_fired_time: 0.0000000000, propagate_forward_time: 21.4337711334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3305263519
validation[          , genome 12703] predictions:    9876/  10000 (98.76%), best:    9891/10000 (98.91%), error:       406.71112, best error:       384.95334 on epoch:    60, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 293.6868896484s, input_fired_time: 7.4445400238, output_fired_time: 4.7150597572, propagate_forward_time: 106.9110565186, propagate_backward_time: 167.2071533203, weight_update_time: 0.3690142930, other_time: 7.4090728760
epoch time: 24.1917533875s, input_fired_time: 0.8057370782, output_fired_time: 0.0000000000, propagate_forward_time: 22.0271511078, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3588657379
validation[          , genome 12703] predictions:    9874/  10000 (98.74%), best:    9891/10000 (98.91%), error:       409.94952, best error:       384.95334 on epoch:    60, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 298.9499816895s, input_fired_time: 7.4840202332, output_fired_time: 4.7684588432, propagate_forward_time: 109.3273849487, propagate_backward_time: 169.9763183594, weight_update_time: 0.3745066524, other_time: 7.3937988281
epoch time: 24.6789684296s, input_fired_time: 0.8069927692, output_fired_time: 0.0000000000, propagate_forward_time: 22.5147647858, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3572101593
validation[          , genome 12703] predictions:    9877/  10000 (98.77%), best:    9891/10000 (98.91%), error:       414.89789, best error:       384.95334 on epoch:    60, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 293.1554565430s, input_fired_time: 7.4086165428, output_fired_time: 4.6953878403, propagate_forward_time: 106.8674926758, propagate_backward_time: 166.9079437256, weight_update_time: 0.3694719672, other_time: 7.2760162354
epoch time: 24.5454978943s, input_fired_time: 0.8148233294, output_fired_time: 0.0000000000, propagate_forward_time: 22.3513507843, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3793239594
validation[          , genome 12703] predictions:    9868/  10000 (98.68%), best:    9891/10000 (98.91%), error:       440.69235, best error:       384.95334 on epoch:    60, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 294.4505920410s, input_fired_time: 7.4464750290, output_fired_time: 4.7128834724, propagate_forward_time: 107.2145462036, propagate_backward_time: 167.7676544189, weight_update_time: 0.3686892390, other_time: 7.3090362549
epoch time: 23.9003047943s, input_fired_time: 0.8028193116, output_fired_time: 0.0000000000, propagate_forward_time: 21.7567691803, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3407154083
validation[          , genome 12703] predictions:    9883/  10000 (98.83%), best:    9891/10000 (98.91%), error:       395.66806, best error:       384.95334 on epoch:    60, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 299.2874755859s, input_fired_time: 7.5152640343, output_fired_time: 4.7950744629, propagate_forward_time: 109.2742614746, propagate_backward_time: 170.3272399902, weight_update_time: 0.3723175526, other_time: 7.3756408691
epoch time: 23.7954006195s, input_fired_time: 0.7937058210, output_fired_time: 0.0000000000, propagate_forward_time: 21.6769447327, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3247509003
validation[          , genome 12703] predictions:    9869/  10000 (98.69%), best:    9891/10000 (98.91%), error:       437.13275, best error:       384.95334 on epoch:    60, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 291.9505310059s, input_fired_time: 7.4144005775, output_fired_time: 4.6865448952, propagate_forward_time: 106.1050949097, propagate_backward_time: 166.4513549805, weight_update_time: 0.3679744899, other_time: 7.2931213379
epoch time: 24.0072097778s, input_fired_time: 0.7927114964, output_fired_time: 0.0000000000, propagate_forward_time: 21.8819046021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3325939178
validation[          , genome 12703] predictions:    9871/  10000 (98.71%), best:    9891/10000 (98.91%), error:       420.89151, best error:       384.95334 on epoch:    60, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 297.6958618164s, input_fired_time: 7.4804706573, output_fired_time: 4.7640666962, propagate_forward_time: 108.9480285645, propagate_backward_time: 169.1781768799, weight_update_time: 0.3727000058, other_time: 7.3251190186
epoch time: 23.6550769806s, input_fired_time: 0.7871616483, output_fired_time: 0.0000000000, propagate_forward_time: 21.5448093414, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3231067657
validation[          , genome 12703] predictions:    9880/  10000 (98.80%), best:    9891/10000 (98.91%), error:       411.24210, best error:       384.95334 on epoch:    60, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 297.6333618164s, input_fired_time: 7.4740285873, output_fired_time: 4.7698812485, propagate_forward_time: 108.4907913208, propagate_backward_time: 169.5493774414, weight_update_time: 0.3719660044, other_time: 7.3493041992
epoch time: 24.0934715271s, input_fired_time: 0.8119406700, output_fired_time: 0.0000000000, propagate_forward_time: 21.9266529083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3548774719
validation[          , genome 12703] predictions:    9884/  10000 (98.84%), best:    9891/10000 (98.91%), error:       415.31113, best error:       384.95334 on epoch:    60, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 298.3256835938s, input_fired_time: 7.5054688454, output_fired_time: 4.7715730667, propagate_forward_time: 108.9472656250, propagate_backward_time: 169.7169036865, weight_update_time: 0.3718447387, other_time: 7.3844757080
epoch time: 25.3308925629s, input_fired_time: 0.8265466690, output_fired_time: 0.0000000000, propagate_forward_time: 23.1271686554, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3771762848
validation[          , genome 12703] predictions:    9888/  10000 (98.88%), best:    9891/10000 (98.91%), error:       401.22034, best error:       384.95334 on epoch:    60, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 294.6228332520s, input_fired_time: 7.4325046539, output_fired_time: 4.7176961899, propagate_forward_time: 107.7086868286, propagate_backward_time: 167.5538330078, weight_update_time: 0.3664895296, other_time: 7.2101440430
epoch time: 23.7956638336s, input_fired_time: 0.7974163294, output_fired_time: 0.0000000000, propagate_forward_time: 21.6841983795, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3140487671
validation[          , genome 12703] predictions:    9881/  10000 (98.81%), best:    9891/10000 (98.91%), error:       404.71811, best error:       384.95334 on epoch:    60, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 298.8282775879s, input_fired_time: 7.5128846169, output_fired_time: 4.8004889488, propagate_forward_time: 108.7285690308, propagate_backward_time: 170.3866424561, weight_update_time: 0.3742145896, other_time: 7.3997039795
epoch time: 24.9623851776s, input_fired_time: 0.8243041039, output_fired_time: 0.0000000000, propagate_forward_time: 22.7588386536, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3792419434
validation[          , genome 12703] predictions:    9878/  10000 (98.78%), best:    9891/10000 (98.91%), error:       427.21484, best error:       384.95334 on epoch:    60, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 298.4198303223s, input_fired_time: 7.4889278412, output_fired_time: 4.7807645798, propagate_forward_time: 108.8840942383, propagate_backward_time: 169.9076080322, weight_update_time: 0.3719353378, other_time: 7.3584442139
epoch time: 24.3310527802s, input_fired_time: 0.8007003069, output_fired_time: 0.0000000000, propagate_forward_time: 22.1818561554, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3484954834
validation[          , genome 12703] predictions:    9883/  10000 (98.83%), best:    9891/10000 (98.91%), error:       413.64713, best error:       384.95334 on epoch:    60, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 296.7371826172s, input_fired_time: 7.4639821053, output_fired_time: 4.7391614914, propagate_forward_time: 108.1339187622, propagate_backward_time: 169.1195068359, weight_update_time: 0.3704459667, other_time: 7.2806091309
epoch time: 24.4776515961s, input_fired_time: 0.8129031658, output_fired_time: 0.0000000000, propagate_forward_time: 22.2929668427, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3717823029
validation[          , genome 12703] predictions:    9892/  10000 (98.92%), best:    9891/10000 (98.91%), error:       392.24033, best error:       384.95334 on epoch:    60, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 292.1885375977s, input_fired_time: 7.4042825699, output_fired_time: 4.6912827492, propagate_forward_time: 106.4444046021, propagate_backward_time: 166.4439392090, weight_update_time: 0.3658150434, other_time: 7.2046203613
epoch time: 23.9953060150s, input_fired_time: 0.7983049154, output_fired_time: 0.0000000000, propagate_forward_time: 21.8812713623, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3157291412
validation[          , genome 12703] predictions:    9874/  10000 (98.74%), best:    9891/10000 (98.91%), error:       428.99875, best error:       384.95334 on epoch:    60, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 293.3872985840s, input_fired_time: 7.4117031097, output_fired_time: 4.7037091255, propagate_forward_time: 106.8823623657, propagate_backward_time: 167.1551055908, weight_update_time: 0.3679893613, other_time: 7.2344207764
epoch time: 23.7870292664s, input_fired_time: 0.7961955667, output_fired_time: 0.0000000000, propagate_forward_time: 21.6652297974, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3256034851
validation[          , genome 12703] predictions:    9861/  10000 (98.61%), best:    9891/10000 (98.91%), error:       485.00049, best error:       384.95334 on epoch:    60, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 295.7079772949s, input_fired_time: 7.4427423477, output_fired_time: 4.7338953018, propagate_forward_time: 107.7380523682, propagate_backward_time: 168.5419311523, weight_update_time: 0.3686311841, other_time: 7.2513580322
epoch time: 23.6013717651s, input_fired_time: 0.7954484224, output_fired_time: 0.0000000000, propagate_forward_time: 21.4933547974, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3125686646
validation[          , genome 12703] predictions:    9872/  10000 (98.72%), best:    9891/10000 (98.91%), error:       417.23770, best error:       384.95334 on epoch:    60, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 293.4514160156s, input_fired_time: 7.4394731522, output_fired_time: 4.7047181129, propagate_forward_time: 107.1732940674, propagate_backward_time: 166.9097747803, weight_update_time: 0.3682474196, other_time: 7.2241516113
epoch time: 23.6425094604s, input_fired_time: 0.7900304794, output_fired_time: 0.0000000000, propagate_forward_time: 21.5332565308, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3192214966
validation[          , genome 12703] predictions:    9869/  10000 (98.69%), best:    9891/10000 (98.91%), error:       413.00244, best error:       384.95334 on epoch:    60, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 293.0427551270s, input_fired_time: 7.4134154320, output_fired_time: 4.6973972321, propagate_forward_time: 106.8180160522, propagate_backward_time: 166.9094848633, weight_update_time: 0.3664565980, other_time: 7.2044372559
epoch time: 25.4348125458s, input_fired_time: 0.8383602500, output_fired_time: 0.0000000000, propagate_forward_time: 23.2131652832, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3832874298
validation[          , genome 12703] predictions:    9877/  10000 (98.77%), best:    9891/10000 (98.91%), error:       422.20593, best error:       384.95334 on epoch:    60, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 298.3451538086s, input_fired_time: 7.5282111168, output_fired_time: 4.7761960030, propagate_forward_time: 108.9182281494, propagate_backward_time: 169.6897277832, weight_update_time: 0.3738116026, other_time: 7.4328155518
epoch time: 23.9611282349s, input_fired_time: 0.8057042360, output_fired_time: 0.0000000000, propagate_forward_time: 21.8179340363, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3374900818
validation[          , genome 12703] predictions:    9878/  10000 (98.78%), best:    9891/10000 (98.91%), error:       433.75058, best error:       384.95334 on epoch:    60, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 297.1957092285s, input_fired_time: 7.5006451607, output_fired_time: 4.7491598129, propagate_forward_time: 108.2559738159, propagate_backward_time: 169.3544311523, weight_update_time: 0.3701172769, other_time: 7.3355102539
epoch time: 23.7386436462s, input_fired_time: 0.8053343892, output_fired_time: 0.0000000000, propagate_forward_time: 21.5747795105, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3585300446
validation[          , genome 12703] predictions:    9875/  10000 (98.75%), best:    9891/10000 (98.91%), error:       442.88556, best error:       384.95334 on epoch:    60, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 296.8886108398s, input_fired_time: 7.5073990822, output_fired_time: 4.7509374619, propagate_forward_time: 108.3611831665, propagate_backward_time: 168.8631134033, weight_update_time: 0.3745544553, other_time: 7.4059906006
epoch time: 24.5712471008s, input_fired_time: 0.8107234836, output_fired_time: 0.0000000000, propagate_forward_time: 22.4189739227, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3415489197
validation[          , genome 12703] predictions:    9884/  10000 (98.84%), best:    9891/10000 (98.91%), error:       401.39969, best error:       384.95334 on epoch:    60, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 295.5978393555s, input_fired_time: 7.4348101616, output_fired_time: 4.7334427834, propagate_forward_time: 107.7950134277, propagate_backward_time: 168.3750762939, weight_update_time: 0.3693806231, other_time: 7.2595062256
epoch time: 23.8817901611s, input_fired_time: 0.8043392301, output_fired_time: 0.0000000000, propagate_forward_time: 21.7465705872, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3308811188
validation[          , genome 12703] predictions:    9871/  10000 (98.71%), best:    9891/10000 (98.91%), error:       433.66541, best error:       384.95334 on epoch:    60, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 294.3629760742s, input_fired_time: 7.4845314026, output_fired_time: 4.7347273827, propagate_forward_time: 107.4236679077, propagate_backward_time: 167.3524932861, weight_update_time: 0.3689763844, other_time: 7.3675384521
epoch time: 24.9807434082s, input_fired_time: 0.8376505375, output_fired_time: 0.0000000000, propagate_forward_time: 22.7402420044, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4028511047
validation[          , genome 12703] predictions:    9864/  10000 (98.64%), best:    9891/10000 (98.91%), error:       472.09332, best error:       384.95334 on epoch:    60, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 290.6076660156s, input_fired_time: 7.4302954674, output_fired_time: 4.6664295197, propagate_forward_time: 105.7400512695, propagate_backward_time: 165.4691314697, weight_update_time: 0.3664898872, other_time: 7.3017425537
epoch time: 23.7230854034s, input_fired_time: 0.8062054515, output_fired_time: 0.0000000000, propagate_forward_time: 21.5737342834, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3431453705
validation[          , genome 12703] predictions:    9873/  10000 (98.73%), best:    9891/10000 (98.91%), error:       429.08337, best error:       384.95334 on epoch:    60, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 299.0682373047s, input_fired_time: 7.5300869942, output_fired_time: 4.7896041870, propagate_forward_time: 109.1045761108, propagate_backward_time: 170.2859802246, weight_update_time: 0.3727611303, other_time: 7.3579711914
epoch time: 24.1602706909s, input_fired_time: 0.8198974729, output_fired_time: 0.0000000000, propagate_forward_time: 21.9680595398, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3723144531
validation[          , genome 12703] predictions:    9864/  10000 (98.64%), best:    9891/10000 (98.91%), error:       458.66351, best error:       384.95334 on epoch:    60, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 295.0581054688s, input_fired_time: 7.4615607262, output_fired_time: 4.7444643974, propagate_forward_time: 107.2534027100, propagate_backward_time: 168.2438964844, weight_update_time: 0.3712648749, other_time: 7.3547821045
epoch time: 23.5567684174s, input_fired_time: 0.7993186116, output_fired_time: 0.0000000000, propagate_forward_time: 21.4183158875, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3391342163
validation[          , genome 12703] predictions:    9876/  10000 (98.76%), best:    9891/10000 (98.91%), error:       411.73962, best error:       384.95334 on epoch:    60, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 296.3152465820s, input_fired_time: 7.5151810646, output_fired_time: 4.7616448402, propagate_forward_time: 107.9474029541, propagate_backward_time: 168.6610870361, weight_update_time: 0.3721891046, other_time: 7.4299316406
epoch time: 24.5484828949s, input_fired_time: 0.8188818097, output_fired_time: 0.0000000000, propagate_forward_time: 22.3669452667, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3626556396
validation[          , genome 12703] predictions:    9880/  10000 (98.80%), best:    9891/10000 (98.91%), error:       418.26947, best error:       384.95334 on epoch:    60, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 296.9621887207s, input_fired_time: 7.4859271049, output_fired_time: 4.7500796318, propagate_forward_time: 108.2051620483, propagate_backward_time: 169.1907348633, weight_update_time: 0.3720965087, other_time: 7.3302612305
epoch time: 23.5859146118s, input_fired_time: 0.8003444076, output_fired_time: 0.0000000000, propagate_forward_time: 21.4606132507, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3249568939
validation[          , genome 12703] predictions:    9881/  10000 (98.81%), best:    9891/10000 (98.91%), error:       402.47177, best error:       384.95334 on epoch:    60, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 294.1499328613s, input_fired_time: 7.4648618698, output_fired_time: 4.7003550529, propagate_forward_time: 106.8209075928, propagate_backward_time: 167.8996124268, weight_update_time: 0.3686349392, other_time: 7.2641906738
epoch time: 24.5254402161s, input_fired_time: 0.8194941878, output_fired_time: 0.0000000000, propagate_forward_time: 22.3483428955, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3576030731
validation[          , genome 12703] predictions:    9871/  10000 (98.71%), best:    9891/10000 (98.91%), error:       414.57367, best error:       384.95334 on epoch:    60, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 299.4495544434s, input_fired_time: 7.5711545944, output_fired_time: 4.7787618637, propagate_forward_time: 109.3068313599, propagate_backward_time: 170.3004455566, weight_update_time: 0.3725472391, other_time: 7.4923706055
epoch time: 23.5603141785s, input_fired_time: 0.7911591530, output_fired_time: 0.0000000000, propagate_forward_time: 21.4535236359, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3156318665
validation[          , genome 12703] predictions:    9867/  10000 (98.67%), best:    9891/10000 (98.91%), error:       432.06699, best error:       384.95334 on epoch:    60, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 301.0712280273s, input_fired_time: 7.5668730736, output_fired_time: 4.8017277718, propagate_forward_time: 109.8847122192, propagate_backward_time: 171.4071960449, weight_update_time: 0.3750825524, other_time: 7.4107360840
epoch time: 24.1503982544s, input_fired_time: 0.8075301051, output_fired_time: 0.0000000000, propagate_forward_time: 21.9955615997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3473072052
validation[          , genome 12703] predictions:    9884/  10000 (98.84%), best:    9891/10000 (98.91%), error:       403.78806, best error:       384.95334 on epoch:    60, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 295.6578063965s, input_fired_time: 7.5464806557, output_fired_time: 4.7282605171, propagate_forward_time: 108.1648941040, propagate_backward_time: 167.8181152344, weight_update_time: 0.3728480339, other_time: 7.4000549316
epoch time: 24.6396560669s, input_fired_time: 0.8247057796, output_fired_time: 0.0000000000, propagate_forward_time: 22.4614524841, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3534984589
validation[          , genome 12703] predictions:    9874/  10000 (98.74%), best:    9891/10000 (98.91%), error:       416.28262, best error:       384.95334 on epoch:    60, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 300.0662536621s, input_fired_time: 7.5947904587, output_fired_time: 4.7883753777, propagate_forward_time: 110.0145645142, propagate_backward_time: 170.2055969238, weight_update_time: 0.3759682178, other_time: 7.4629516602
epoch time: 23.5628204346s, input_fired_time: 0.7975766659, output_fired_time: 0.0000000000, propagate_forward_time: 21.4511375427, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3141059875
validation[          , genome 12703] predictions:    9870/  10000 (98.70%), best:    9891/10000 (98.91%), error:       430.80450, best error:       384.95334 on epoch:    60, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 294.8483276367s, input_fired_time: 7.4716124535, output_fired_time: 4.7066211700, propagate_forward_time: 107.4826202393, propagate_backward_time: 167.9435272217, weight_update_time: 0.3685400188, other_time: 7.2439270020
epoch time: 26.1204071045s, input_fired_time: 0.8469725251, output_fired_time: 0.0000000000, propagate_forward_time: 23.8888492584, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3845844269
validation[          , genome 12703] predictions:    9879/  10000 (98.79%), best:    9891/10000 (98.91%), error:       408.78369, best error:       384.95334 on epoch:    60, 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: 119.7687530518s, input_fired_time: 4.0222663879, output_fired_time: 0.0000000000, propagate_forward_time: 109.0664825439, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 6.6800079346
best training[          , genome 12703] predictions:   49982/  50000 (99.96%), best:    9891/10000 (98.91%), error:       231.58966, best error:       384.95334 on epoch:    60, 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: 23.7273368835s, input_fired_time: 0.7871922255, output_fired_time: 0.0000000000, propagate_forward_time: 21.6046314240, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3355140686
   testing[          , genome 12703] predictions:    9874/  10000 (98.74%), best:    9891/10000 (98.91%), error:       351.42081, best error:       384.95334 on epoch:    60, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
01:55:55 (5218): called boinc_finish(0)

</stderr_txt>
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