Nameexact_genome_1512568488_43_7007_0
Workunit2606353
Created7 Dec 2017, 23:16:57 UTC
Sent7 Dec 2017, 23:22:23 UTC
Report deadline16 Dec 2017, 0:42:34 UTC
Received9 Dec 2017, 14:12:30 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52322
Run time4 hours 31 min 50 sec
CPU time4 hours 26 min 57 sec
Validate stateValid
Credit2,013.92
Device peak FLOPS2.94 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size154.95 MB
Peak swap size153.50 MB
Peak disk usage1.84 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
000 (96.22%), best:    9705/10000 (97.05%), error:      1195.89502, best error:       983.28607 on epoch:    10, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 145.0237426758s, input_fired_time: 1.3614809513, output_fired_time: 1.3491716385, propagate_forward_time: 54.2931938171, propagate_backward_time: 84.9823837280, weight_update_time: 0.1965773404, other_time: 3.0375137329
epoch time: 11.5018281937s, input_fired_time: 0.1692352742, output_fired_time: 0.0000000000, propagate_forward_time: 10.7846565247, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5479364395
validation[          , genome  7007] predictions:    9691/  10000 (96.91%), best:    9705/10000 (97.05%), error:      1006.88544, best error:       983.28607 on epoch:    10, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 146.9748992920s, input_fired_time: 1.3785115480, output_fired_time: 1.3701546192, propagate_forward_time: 55.0201950073, propagate_backward_time: 86.1375503540, weight_update_time: 0.2001537234, other_time: 3.0684967041
epoch time: 11.5025262833s, input_fired_time: 0.1708872467, output_fired_time: 0.0000000000, propagate_forward_time: 10.7813997269, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5502395630
validation[          , genome  7007] predictions:    9695/  10000 (96.95%), best:    9705/10000 (97.05%), error:       998.93793, best error:       983.28607 on epoch:    10, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 146.9103088379s, input_fired_time: 1.3740357161, output_fired_time: 1.3700675964, propagate_forward_time: 54.9465103149, propagate_backward_time: 86.1384887695, weight_update_time: 0.2000408918, other_time: 3.0811996460
epoch time: 11.6473207474s, input_fired_time: 0.1723760217, output_fired_time: 0.0000000000, propagate_forward_time: 10.9092359543, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5657091141
validation[          , genome  7007] predictions:    9700/  10000 (97.00%), best:    9705/10000 (97.05%), error:       994.60443, best error:       983.28607 on epoch:    10, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 145.7271118164s, input_fired_time: 1.3603862524, output_fired_time: 1.3646986485, propagate_forward_time: 54.6507072449, propagate_backward_time: 85.3113098145, weight_update_time: 0.1966202557, other_time: 3.0400085449
epoch time: 11.8751602173s, input_fired_time: 0.1711615920, output_fired_time: 0.0000000000, propagate_forward_time: 11.1490907669, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5549077988
validation[          , genome  7007] predictions:    9669/  10000 (96.69%), best:    9705/10000 (97.05%), error:      1121.65747, best error:       983.28607 on epoch:    10, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 146.0130157471s, input_fired_time: 1.3714429140, output_fired_time: 1.3726905584, propagate_forward_time: 54.7976608276, propagate_backward_time: 85.4299011230, weight_update_time: 0.1964572817, other_time: 3.0413131714
epoch time: 11.3873291016s, input_fired_time: 0.1700379252, output_fired_time: 0.0000000000, propagate_forward_time: 10.6719799042, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5453109741
validation[          , genome  7007] predictions:    9644/  10000 (96.44%), best:    9705/10000 (97.05%), error:      1144.93958, best error:       983.28607 on epoch:    10, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 146.7319183350s, input_fired_time: 1.3701205254, output_fired_time: 1.3671517372, propagate_forward_time: 54.9769020081, propagate_backward_time: 85.9608154297, weight_update_time: 0.1979669034, other_time: 3.0569305420
epoch time: 11.8786430359s, input_fired_time: 0.1722081751, output_fired_time: 0.0000000000, propagate_forward_time: 11.1456909180, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5607442856
validation[          , genome  7007] predictions:    9677/  10000 (96.77%), best:    9705/10000 (97.05%), error:      1045.11316, best error:       983.28607 on epoch:    10, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 146.5516204834s, input_fired_time: 1.3765583038, output_fired_time: 1.3634684086, propagate_forward_time: 54.7406921387, propagate_backward_time: 86.0086822510, weight_update_time: 0.1994872540, other_time: 3.0622253418
epoch time: 11.7324237823s, input_fired_time: 0.1687798500, output_fired_time: 0.0000000000, propagate_forward_time: 11.0119705200, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5516738892
validation[          , genome  7007] predictions:    9734/  10000 (97.34%), best:    9705/10000 (97.05%), error:      1001.60748, best error:       983.28607 on epoch:    10, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 146.6323852539s, input_fired_time: 1.3708908558, output_fired_time: 1.3700025082, propagate_forward_time: 54.9380569458, propagate_backward_time: 85.8813934326, weight_update_time: 0.2021582872, other_time: 3.0720443726
epoch time: 11.4656906128s, input_fired_time: 0.1692000777, output_fired_time: 0.0000000000, propagate_forward_time: 10.7412176132, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5552730560
validation[          , genome  7007] predictions:    9661/  10000 (96.61%), best:    9705/10000 (97.05%), error:      1078.73804, best error:       983.28607 on epoch:    10, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 145.7642211914s, input_fired_time: 1.3630174398, output_fired_time: 1.3587549925, propagate_forward_time: 54.4828872681, propagate_backward_time: 85.5264282227, weight_update_time: 0.1965013444, other_time: 3.0331344604
epoch time: 11.7584123611s, input_fired_time: 0.1700823903, output_fired_time: 0.0000000000, propagate_forward_time: 11.0401496887, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5481805801
validation[          , genome  7007] predictions:    9603/  10000 (96.03%), best:    9705/10000 (97.05%), error:      1275.64807, best error:       983.28607 on epoch:    10, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 145.1742706299s, input_fired_time: 1.3592264652, output_fired_time: 1.3610584736, propagate_forward_time: 54.2766799927, propagate_backward_time: 85.1509170532, weight_update_time: 0.1922029555, other_time: 3.0263977051
epoch time: 11.4443292618s, input_fired_time: 0.1706233323, output_fired_time: 0.0000000000, propagate_forward_time: 10.7306852341, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5430202484
validation[          , genome  7007] predictions:    9712/  10000 (97.12%), best:    9712/10000 (97.12%), error:       942.90942, best error:       942.90942 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 146.9030609131s, input_fired_time: 1.3819977045, output_fired_time: 1.3731895685, propagate_forward_time: 54.9725532532, propagate_backward_time: 86.1063079834, weight_update_time: 0.1994256973, other_time: 3.0690155029
epoch time: 11.1277170181s, input_fired_time: 0.1648274511, output_fired_time: 0.0000000000, propagate_forward_time: 10.4294843674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5334053040
validation[          , genome  7007] predictions:    9673/  10000 (96.73%), best:    9712/10000 (97.12%), error:      1055.91467, best error:       942.90942 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 146.6147308350s, input_fired_time: 1.3808908463, output_fired_time: 1.3751909733, propagate_forward_time: 55.0334510803, propagate_backward_time: 85.7715454102, weight_update_time: 0.1989614367, other_time: 3.0536499023
epoch time: 11.7127313614s, input_fired_time: 0.1707257330, output_fired_time: 0.0000000000, propagate_forward_time: 10.9886817932, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5533237457
validation[          , genome  7007] predictions:    9719/  10000 (97.19%), best:    9712/10000 (97.12%), error:       949.68896, best error:       942.90942 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 146.0374603271s, input_fired_time: 1.3666923046, output_fired_time: 1.3586170673, propagate_forward_time: 54.5071907043, propagate_backward_time: 85.7693481445, weight_update_time: 0.1978836358, other_time: 3.0356140137
epoch time: 11.7803592682s, input_fired_time: 0.1722050309, output_fired_time: 0.0000000000, propagate_forward_time: 11.0499210358, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5582332611
validation[          , genome  7007] predictions:    9696/  10000 (96.96%), best:    9696/10000 (96.96%), error:       940.25500, best error:       940.25500 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 146.8045043945s, input_fired_time: 1.3797950745, output_fired_time: 1.3724569082, propagate_forward_time: 55.0326499939, propagate_backward_time: 85.9688262939, weight_update_time: 0.1992161423, other_time: 3.0507812500
epoch time: 11.4875497818s, input_fired_time: 0.1707973778, output_fired_time: 0.0000000000, propagate_forward_time: 10.7589063644, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5578460693
validation[          , genome  7007] predictions:    9668/  10000 (96.68%), best:    9696/10000 (96.96%), error:      1124.24133, best error:       940.25500 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 145.6589202881s, input_fired_time: 1.3735009432, output_fired_time: 1.3643168211, propagate_forward_time: 54.2972068787, propagate_backward_time: 85.5683670044, weight_update_time: 0.1969042420, other_time: 3.0555191040
epoch time: 11.3349647522s, input_fired_time: 0.1684575081, output_fired_time: 0.0000000000, propagate_forward_time: 10.6273651123, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5391426086
validation[          , genome  7007] predictions:    9721/  10000 (97.21%), best:    9696/10000 (96.96%), error:       949.08136, best error:       940.25500 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 146.6927032471s, input_fired_time: 1.3753671646, output_fired_time: 1.3727287054, propagate_forward_time: 54.8177261353, propagate_backward_time: 86.0550079346, weight_update_time: 0.2004215121, other_time: 3.0718765259
epoch time: 11.3117618561s, input_fired_time: 0.1684784740, output_fired_time: 0.0000000000, propagate_forward_time: 10.6080217361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5352621078
validation[          , genome  7007] predictions:    9683/  10000 (96.83%), best:    9696/10000 (96.96%), error:      1036.36804, best error:       940.25500 on epoch:    27, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 146.8130798340s, input_fired_time: 1.3774724007, output_fired_time: 1.3753722906, propagate_forward_time: 54.8664093018, propagate_backward_time: 86.1305923462, weight_update_time: 0.1979370564, other_time: 3.0632400513
epoch time: 11.2302885056s, input_fired_time: 0.1673699617, output_fired_time: 0.0000000000, propagate_forward_time: 10.5291795731, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5337390900
validation[          , genome  7007] predictions:    9696/  10000 (96.96%), best:    9696/10000 (96.96%), error:       957.94714, best error:       940.25500 on epoch:    27, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 146.3403015137s, input_fired_time: 1.3720338345, output_fired_time: 1.3641928434, propagate_forward_time: 54.5232925415, propagate_backward_time: 86.0401992798, weight_update_time: 0.2003072500, other_time: 3.0405731201
epoch time: 11.9482269287s, input_fired_time: 0.1775672287, output_fired_time: 0.0000000000, propagate_forward_time: 11.1972484589, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5734109879
validation[          , genome  7007] predictions:    9667/  10000 (96.67%), best:    9696/10000 (96.96%), error:      1054.67737, best error:       940.25500 on epoch:    27, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 143.5408782959s, input_fired_time: 1.3558745384, output_fired_time: 1.3414421082, propagate_forward_time: 53.8695297241, propagate_backward_time: 83.9750595093, weight_update_time: 0.1930823028, other_time: 2.9989624023
epoch time: 11.8734912872s, input_fired_time: 0.1722157001, output_fired_time: 0.0000000000, propagate_forward_time: 11.1398410797, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5614347458
validation[          , genome  7007] predictions:    9738/  10000 (97.38%), best:    9738/10000 (97.38%), error:       875.48572, best error:       875.48572 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 146.4222717285s, input_fired_time: 1.3722007275, output_fired_time: 1.3690212965, propagate_forward_time: 54.8043594360, propagate_backward_time: 85.8275299072, weight_update_time: 0.1976477355, other_time: 3.0491561890
epoch time: 11.5517559052s, input_fired_time: 0.1703005433, output_fired_time: 0.0000000000, propagate_forward_time: 10.8437728882, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5376825333
validation[          , genome  7007] predictions:    9732/  10000 (97.32%), best:    9738/10000 (97.38%), error:       888.24304, best error:       875.48572 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 146.6701049805s, input_fired_time: 1.3786468506, output_fired_time: 1.3711347580, propagate_forward_time: 54.7750205994, propagate_backward_time: 86.0989990234, weight_update_time: 0.1994885504, other_time: 3.0462951660
epoch time: 11.5168771744s, input_fired_time: 0.1687464416, output_fired_time: 0.0000000000, propagate_forward_time: 10.8065862656, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5415449142
validation[          , genome  7007] predictions:    9711/  10000 (97.11%), best:    9738/10000 (97.38%), error:       917.63605, best error:       875.48572 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 146.8549499512s, input_fired_time: 1.3834006786, output_fired_time: 1.3753221035, propagate_forward_time: 54.8293457031, propagate_backward_time: 86.1874084473, weight_update_time: 0.1974282861, other_time: 3.0794677734
epoch time: 11.0956220627s, input_fired_time: 0.1666451991, output_fired_time: 0.0000000000, propagate_forward_time: 10.3836326599, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5453443527
validation[          , genome  7007] predictions:    9745/  10000 (97.45%), best:    9745/10000 (97.45%), error:       842.24414, best error:       842.24414 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 146.2073974609s, input_fired_time: 1.3747932911, output_fired_time: 1.3668708801, propagate_forward_time: 54.7670745850, propagate_backward_time: 85.6618804932, weight_update_time: 0.1953300685, other_time: 3.0367889404
epoch time: 11.5765256882s, input_fired_time: 0.1702720672, output_fired_time: 0.0000000000, propagate_forward_time: 10.8690052032, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5372486115
validation[          , genome  7007] predictions:    9731/  10000 (97.31%), best:    9745/10000 (97.45%), error:       918.27600, best error:       842.24414 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 144.1529998779s, input_fired_time: 1.3594990969, output_fired_time: 1.3434733152, propagate_forward_time: 53.8068885803, propagate_backward_time: 84.6222152710, weight_update_time: 0.1945920289, other_time: 3.0209274292
epoch time: 11.6366596222s, input_fired_time: 0.1756628156, output_fired_time: 0.0000000000, propagate_forward_time: 10.9077787399, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5532178879
validation[          , genome  7007] predictions:    9716/  10000 (97.16%), best:    9745/10000 (97.45%), error:       914.04889, best error:       842.24414 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 145.4216766357s, input_fired_time: 1.3748552799, output_fired_time: 1.3565609455, propagate_forward_time: 54.1758384705, propagate_backward_time: 85.4525299072, weight_update_time: 0.1972216219, other_time: 3.0618743896
epoch time: 11.8222131729s, input_fired_time: 0.1735722274, output_fired_time: 0.0000000000, propagate_forward_time: 11.0973253250, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5513153076
validation[          , genome  7007] predictions:    9739/  10000 (97.39%), best:    9745/10000 (97.45%), error:       859.88464, best error:       842.24414 on epoch:    36, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 144.4409637451s, input_fired_time: 1.3653651476, output_fired_time: 1.3589498997, propagate_forward_time: 53.9754028320, propagate_backward_time: 84.7271041870, weight_update_time: 0.1933020949, other_time: 3.0141372681
epoch time: 11.6291313171s, input_fired_time: 0.1710106134, output_fired_time: 0.0000000000, propagate_forward_time: 10.9126644135, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5454559326
validation[          , genome  7007] predictions:    9679/  10000 (96.79%), best:    9745/10000 (97.45%), error:      1008.84058, best error:       842.24414 on epoch:    36, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 146.0458221436s, input_fired_time: 1.3786988258, output_fired_time: 1.3627499342, propagate_forward_time: 54.5777473450, propagate_backward_time: 85.6794052124, weight_update_time: 0.1963762492, other_time: 3.0472335815
epoch time: 11.5658950806s, input_fired_time: 0.1696226746, output_fired_time: 0.0000000000, propagate_forward_time: 10.8559474945, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5403251648
validation[          , genome  7007] predictions:    9731/  10000 (97.31%), best:    9745/10000 (97.45%), error:       867.75726, best error:       842.24414 on epoch:    36, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 144.9180603027s, input_fired_time: 1.3671679497, output_fired_time: 1.3503371477, propagate_forward_time: 54.0820808411, propagate_backward_time: 85.0713119507, weight_update_time: 0.1953479052, other_time: 3.0471572876
epoch time: 11.7657070160s, input_fired_time: 0.1734110713, output_fired_time: 0.0000000000, propagate_forward_time: 11.0355110168, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5567846298
validation[          , genome  7007] predictions:    9710/  10000 (97.10%), best:    9745/10000 (97.45%), error:       951.11627, best error:       842.24414 on epoch:    36, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 146.6966247559s, input_fired_time: 1.3787108660, output_fired_time: 1.3735762835, propagate_forward_time: 54.7408409119, propagate_backward_time: 86.1352005005, weight_update_time: 0.1982825398, other_time: 3.0682907104
epoch time: 11.4099168777s, input_fired_time: 0.1691845506, output_fired_time: 0.0000000000, propagate_forward_time: 10.7041778564, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5365543365
validation[          , genome  7007] predictions:    9740/  10000 (97.40%), best:    9745/10000 (97.45%), error:       842.78796, best error:       842.24414 on epoch:    36, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 146.7278747559s, input_fired_time: 1.3730560541, output_fired_time: 1.3622872829, propagate_forward_time: 54.9365119934, propagate_backward_time: 85.9998703003, weight_update_time: 0.1997471452, other_time: 3.0561447144
epoch time: 11.7590522766s, input_fired_time: 0.1759321988, output_fired_time: 0.0000000000, propagate_forward_time: 11.0147666931, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5683536530
validation[          , genome  7007] predictions:    9729/  10000 (97.29%), best:    9729/10000 (97.29%), error:       840.69611, best error:       840.69611 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 146.2737731934s, input_fired_time: 1.3818253279, output_fired_time: 1.3711950779, propagate_forward_time: 54.6159248352, propagate_backward_time: 85.8306884766, weight_update_time: 0.1973855048, other_time: 3.0741424561
epoch time: 11.5990552902s, input_fired_time: 0.1720736772, output_fired_time: 0.0000000000, propagate_forward_time: 10.8751058578, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5518760681
validation[          , genome  7007] predictions:    9723/  10000 (97.23%), best:    9729/10000 (97.29%), error:       941.63812, best error:       840.69611 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 147.1133880615s, input_fired_time: 1.3808118105, output_fired_time: 1.3832808733, propagate_forward_time: 54.8503456116, propagate_backward_time: 86.4343032837, weight_update_time: 0.2001931518, other_time: 3.0646438599
epoch time: 11.7749261856s, input_fired_time: 0.1775005907, output_fired_time: 0.0000000000, propagate_forward_time: 11.0509347916, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5464906693
validation[          , genome  7007] predictions:    9754/  10000 (97.54%), best:    9754/10000 (97.54%), error:       785.25690, best error:       785.25690 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 145.7468566895s, input_fired_time: 1.3798414469, output_fired_time: 1.3648355007, propagate_forward_time: 54.3615341187, propagate_backward_time: 85.5913314819, weight_update_time: 0.1965671778, other_time: 3.0493164063
epoch time: 11.4901905060s, input_fired_time: 0.1715608686, output_fired_time: 0.0000000000, propagate_forward_time: 10.7764320374, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5421972275
validation[          , genome  7007] predictions:    9671/  10000 (96.71%), best:    9754/10000 (97.54%), error:      1066.07605, best error:       785.25690 on epoch:    46, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 146.9768066406s, input_fired_time: 1.3886431456, output_fired_time: 1.3757967949, propagate_forward_time: 55.0038681030, propagate_backward_time: 86.1464538574, weight_update_time: 0.1981386989, other_time: 3.0620498657
epoch time: 11.7887420654s, input_fired_time: 0.1752470136, output_fired_time: 0.0000000000, propagate_forward_time: 11.0620565414, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5514383316
validation[          , genome  7007] predictions:    9703/  10000 (97.03%), best:    9754/10000 (97.54%), error:       952.49152, best error:       785.25690 on epoch:    46, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 145.1965484619s, input_fired_time: 1.3648273945, output_fired_time: 1.3497918844, propagate_forward_time: 54.1828842163, propagate_backward_time: 85.2544937134, weight_update_time: 0.1971236765, other_time: 3.0445556641
epoch time: 12.0067520142s, input_fired_time: 0.1758755744, output_fired_time: 0.0000000000, propagate_forward_time: 11.2741098404, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5567665100
validation[          , genome  7007] predictions:    9724/  10000 (97.24%), best:    9754/10000 (97.54%), error:       877.30383, best error:       785.25690 on epoch:    46, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 146.3253021240s, input_fired_time: 1.3871405125, output_fired_time: 1.3645684719, propagate_forward_time: 54.7960815430, propagate_backward_time: 85.7313537598, weight_update_time: 0.1963010728, other_time: 3.0461578369
epoch time: 11.6748323441s, input_fired_time: 0.1758395135, output_fired_time: 0.0000000000, propagate_forward_time: 10.9496040344, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5493888855
validation[          , genome  7007] predictions:    9742/  10000 (97.42%), best:    9754/10000 (97.54%), error:       858.94373, best error:       785.25690 on epoch:    46, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 144.9400329590s, input_fired_time: 1.3750960827, output_fired_time: 1.3527449369, propagate_forward_time: 54.2152404785, propagate_backward_time: 84.9709243774, weight_update_time: 0.1968107074, other_time: 3.0260391235
epoch time: 11.7802324295s, input_fired_time: 0.1733055413, output_fired_time: 0.0000000000, propagate_forward_time: 11.0643014908, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5426254272
validation[          , genome  7007] predictions:    9752/  10000 (97.52%), best:    9754/10000 (97.54%), error:       800.43689, best error:       785.25690 on epoch:    46, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 145.2365417480s, input_fired_time: 1.3804863691, output_fired_time: 1.3485573530, propagate_forward_time: 54.2376518250, propagate_backward_time: 85.2274932861, weight_update_time: 0.1986978203, other_time: 3.0423431396
epoch time: 11.7090139389s, input_fired_time: 0.1715364903, output_fired_time: 0.0000000000, propagate_forward_time: 10.9947023392, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5427751541
validation[          , genome  7007] predictions:    9754/  10000 (97.54%), best:    9754/10000 (97.54%), error:       839.33344, best error:       785.25690 on epoch:    46, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 146.0639495850s, input_fired_time: 1.3779927492, output_fired_time: 1.3690675497, propagate_forward_time: 54.5653038025, propagate_backward_time: 85.6971893311, weight_update_time: 0.1995855570, other_time: 3.0543975830
epoch time: 11.6618089676s, input_fired_time: 0.1741126776, output_fired_time: 0.0000000000, propagate_forward_time: 10.9358053207, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5518913269
validation[          , genome  7007] predictions:    9735/  10000 (97.35%), best:    9754/10000 (97.54%), error:       853.14319, best error:       785.25690 on epoch:    46, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 143.3711395264s, input_fired_time: 1.3688657284, output_fired_time: 1.3406364918, propagate_forward_time: 53.5883178711, propagate_backward_time: 84.0620651245, weight_update_time: 0.1937119514, other_time: 3.0112533569
epoch time: 11.5703554153s, input_fired_time: 0.1719536334, output_fired_time: 0.0000000000, propagate_forward_time: 10.8536901474, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5447120667
validation[          , genome  7007] predictions:    9724/  10000 (97.24%), best:    9754/10000 (97.54%), error:       926.21600, best error:       785.25690 on epoch:    46, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 147.3463439941s, input_fired_time: 1.3886696100, output_fired_time: 1.3794312477, propagate_forward_time: 55.0541648865, propagate_backward_time: 86.4502334595, weight_update_time: 0.1999309957, other_time: 3.0738449097
epoch time: 11.5376148224s, input_fired_time: 0.1718240082, output_fired_time: 0.0000000000, propagate_forward_time: 10.8233900070, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5424003601
validation[          , genome  7007] predictions:    9685/  10000 (96.85%), best:    9754/10000 (97.54%), error:      1045.17505, best error:       785.25690 on epoch:    46, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 146.8346557617s, input_fired_time: 1.3917801380, output_fired_time: 1.3733338118, propagate_forward_time: 54.9977836609, propagate_backward_time: 85.9976654053, weight_update_time: 0.2006615400, other_time: 3.0740814209
epoch time: 11.8266954422s, input_fired_time: 0.1750702858, output_fired_time: 0.0000000000, propagate_forward_time: 11.1067991257, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5448255539
validation[          , genome  7007] predictions:    9761/  10000 (97.61%), best:    9754/10000 (97.54%), error:       809.75641, best error:       785.25690 on epoch:    46, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 146.3294830322s, input_fired_time: 1.3848143816, output_fired_time: 1.3709375858, propagate_forward_time: 54.7913169861, propagate_backward_time: 85.7258377075, weight_update_time: 0.2000722140, other_time: 3.0565719604
epoch time: 11.7231178284s, input_fired_time: 0.1736736894, output_fired_time: 0.0000000000, propagate_forward_time: 10.9979743958, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5514698029
validation[          , genome  7007] predictions:    9731/  10000 (97.31%), best:    9754/10000 (97.54%), error:       878.22375, best error:       785.25690 on epoch:    46, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 145.1074066162s, input_fired_time: 1.3765475750, output_fired_time: 1.3538200855, propagate_forward_time: 54.1427993774, propagate_backward_time: 85.1532211304, weight_update_time: 0.1968089640, other_time: 3.0810241699
epoch time: 11.7534551620s, input_fired_time: 0.1746250391, output_fired_time: 0.0000000000, propagate_forward_time: 11.0310249329, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5478048325
validation[          , genome  7007] predictions:    9736/  10000 (97.36%), best:    9754/10000 (97.54%), error:       957.86713, best error:       785.25690 on epoch:    46, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 147.3160552979s, input_fired_time: 1.3945013285, output_fired_time: 1.3837845325, propagate_forward_time: 55.0074195862, propagate_backward_time: 86.4728927612, weight_update_time: 0.2012830079, other_time: 3.0574569702
epoch time: 11.6063013077s, input_fired_time: 0.1749705970, output_fired_time: 0.0000000000, propagate_forward_time: 10.8807716370, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5505590439
validation[          , genome  7007] predictions:    9733/  10000 (97.33%), best:    9754/10000 (97.54%), error:       902.56848, best error:       785.25690 on epoch:    46, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 146.3309478760s, input_fired_time: 1.3822959661, output_fired_time: 1.3685201406, propagate_forward_time: 54.7332458496, propagate_backward_time: 85.7939071655, weight_update_time: 0.1971166432, other_time: 3.0529861450
epoch time: 11.6387615204s, input_fired_time: 0.1746180058, output_fired_time: 0.0000000000, propagate_forward_time: 10.9032611847, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5608825684
validation[          , genome  7007] predictions:    9748/  10000 (97.48%), best:    9754/10000 (97.54%), error:       815.97852, best error:       785.25690 on epoch:    46, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 145.4882202148s, input_fired_time: 1.3852282763, output_fired_time: 1.3536130190, propagate_forward_time: 54.3695831299, propagate_backward_time: 85.3222045898, weight_update_time: 0.1976610571, other_time: 3.0576019287
epoch time: 11.7122535706s, input_fired_time: 0.1738366336, output_fired_time: 0.0000000000, propagate_forward_time: 10.9989376068, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5394792557
validation[          , genome  7007] predictions:    9737/  10000 (97.37%), best:    9754/10000 (97.54%), error:       869.10730, best error:       785.25690 on epoch:    46, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 145.8568420410s, input_fired_time: 1.3920296431, output_fired_time: 1.3548694849, propagate_forward_time: 54.4628219604, propagate_backward_time: 85.5872879028, weight_update_time: 0.1991915107, other_time: 3.0598297119
epoch time: 11.4393167496s, input_fired_time: 0.1718323976, output_fired_time: 0.0000000000, propagate_forward_time: 10.7284193039, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5390653610
validation[          , genome  7007] predictions:    9737/  10000 (97.37%), best:    9754/10000 (97.54%), error:       843.88306, best error:       785.25690 on epoch:    46, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 144.4543914795s, input_fired_time: 1.3781088591, output_fired_time: 1.3484326601, propagate_forward_time: 54.0607376099, propagate_backward_time: 84.6313171387, weight_update_time: 0.1951688528, other_time: 3.0357894897
epoch time: 11.4329547882s, input_fired_time: 0.1727290899, output_fired_time: 0.0000000000, propagate_forward_time: 10.7166652679, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5435600281
validation[          , genome  7007] predictions:    9749/  10000 (97.49%), best:    9754/10000 (97.54%), error:       865.38934, best error:       785.25690 on epoch:    46, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 146.4977569580s, input_fired_time: 1.3981125355, output_fired_time: 1.3634769917, propagate_forward_time: 54.9370269775, propagate_backward_time: 85.7389907837, weight_update_time: 0.1970640272, other_time: 3.0601425171
epoch time: 11.8379564285s, input_fired_time: 0.1772249788, output_fired_time: 0.0000000000, propagate_forward_time: 11.1090583801, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5516729355
validation[          , genome  7007] predictions:    9746/  10000 (97.46%), best:    9754/10000 (97.54%), error:       836.40399, best error:       785.25690 on epoch:    46, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 145.1910247803s, input_fired_time: 1.3855022192, output_fired_time: 1.3626300097, propagate_forward_time: 54.2101974487, propagate_backward_time: 85.1960525513, weight_update_time: 0.1967395097, other_time: 3.0366516113
epoch time: 11.4062023163s, input_fired_time: 0.1715599746, output_fired_time: 0.0000000000, propagate_forward_time: 10.6955499649, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5390920639
validation[          , genome  7007] predictions:    9751/  10000 (97.51%), best:    9754/10000 (97.54%), error:       825.14343, best error:       785.25690 on epoch:    46, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 145.2354125977s, input_fired_time: 1.3883196115, output_fired_time: 1.3565695286, propagate_forward_time: 54.3557929993, propagate_backward_time: 85.1065902710, weight_update_time: 0.1959519088, other_time: 3.0281448364
epoch time: 11.8199119568s, input_fired_time: 0.1766595393, output_fired_time: 0.0000000000, propagate_forward_time: 11.0957164764, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5475358963
validation[          , genome  7007] predictions:    9762/  10000 (97.62%), best:    9754/10000 (97.54%), error:       820.47699, best error:       785.25690 on epoch:    46, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 145.8777618408s, input_fired_time: 1.3830325603, output_fired_time: 1.3602453470, propagate_forward_time: 54.6028633118, propagate_backward_time: 85.5028152466, weight_update_time: 0.1986943185, other_time: 3.0288162231
epoch time: 12.0569267273s, input_fired_time: 0.1799636334, output_fired_time: 0.0000000000, propagate_forward_time: 11.3161659241, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5607967377
validation[          , genome  7007] predictions:    9739/  10000 (97.39%), best:    9754/10000 (97.54%), error:       859.29791, best error:       785.25690 on epoch:    46, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 146.2187957764s, input_fired_time: 1.3920565844, output_fired_time: 1.3736863136, propagate_forward_time: 54.7032165527, propagate_backward_time: 85.7116775513, weight_update_time: 0.2002774328, other_time: 3.0381546021
epoch time: 12.0453119278s, input_fired_time: 0.1790131927, output_fired_time: 0.0000000000, propagate_forward_time: 11.3191432953, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5471553802
validation[          , genome  7007] predictions:    9764/  10000 (97.64%), best:    9764/10000 (97.64%), error:       780.98962, best error:       780.98962 on epoch:    68, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 146.9592285156s, input_fired_time: 1.3963346481, output_fired_time: 1.3676022291, propagate_forward_time: 55.0313911438, propagate_backward_time: 86.0920486450, weight_update_time: 0.1984342486, other_time: 3.0718612671
epoch time: 11.8563346863s, input_fired_time: 0.1780351698, output_fired_time: 0.0000000000, propagate_forward_time: 11.1279249191, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5503749847
validation[          , genome  7007] predictions:    9722/  10000 (97.22%), best:    9764/10000 (97.64%), error:       846.93903, best error:       780.98962 on epoch:    68, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 146.5551910400s, input_fired_time: 1.3946917057, output_fired_time: 1.3649939299, propagate_forward_time: 54.9091720581, propagate_backward_time: 85.8406600952, weight_update_time: 0.1980768889, other_time: 3.0456695557
epoch time: 11.5742511749s, input_fired_time: 0.1739114970, output_fired_time: 0.0000000000, propagate_forward_time: 10.8559265137, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5444135666
validation[          , genome  7007] predictions:    9739/  10000 (97.39%), best:    9764/10000 (97.64%), error:       827.44055, best error:       780.98962 on epoch:    68, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 146.3379364014s, input_fired_time: 1.3904752731, output_fired_time: 1.3689390421, propagate_forward_time: 54.6681861877, propagate_backward_time: 85.8704452515, weight_update_time: 0.1970894784, other_time: 3.0398941040
epoch time: 11.9294958115s, input_fired_time: 0.1789633632, output_fired_time: 0.0000000000, propagate_forward_time: 11.1892547607, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5612773895
validation[          , genome  7007] predictions:    9764/  10000 (97.64%), best:    9764/10000 (97.64%), error:       741.28198, best error:       741.28198 on epoch:    71, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 145.5084381104s, input_fired_time: 1.3872923851, output_fired_time: 1.3576917648, propagate_forward_time: 54.5035820007, propagate_backward_time: 85.2431640625, weight_update_time: 0.2000222206, other_time: 3.0166931152
epoch time: 11.6977043152s, input_fired_time: 0.1769707501, output_fired_time: 0.0000000000, propagate_forward_time: 10.9756097794, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5451240540
validation[          , genome  7007] predictions:    9735/  10000 (97.35%), best:    9764/10000 (97.64%), error:       899.75861, best error:       741.28198 on epoch:    71, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 146.6423339844s, input_fired_time: 1.3973270655, output_fired_time: 1.3665250540, propagate_forward_time: 54.8969497681, propagate_backward_time: 85.9434585571, weight_update_time: 0.1957984716, other_time: 3.0380706787
epoch time: 11.8554239273s, input_fired_time: 0.1783681512, output_fired_time: 0.0000000000, propagate_forward_time: 11.1256875992, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5513677597
validation[          , genome  7007] predictions:    9687/  10000 (96.87%), best:    9764/10000 (97.64%), error:      1045.60535, best error:       741.28198 on epoch:    71, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 146.4350891113s, input_fired_time: 1.3992103338, output_fired_time: 1.3669970036, propagate_forward_time: 54.8724136353, propagate_backward_time: 85.7543945313, weight_update_time: 0.1968699545, other_time: 3.0420608521
epoch time: 11.5243415833s, input_fired_time: 0.1780191511, output_fired_time: 0.0000000000, propagate_forward_time: 10.7967548370, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5495672226
validation[          , genome  7007] predictions:    9786/  10000 (97.86%), best:    9764/10000 (97.64%), error:       742.25079, best error:       741.28198 on epoch:    71, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 145.8027648926s, input_fired_time: 1.3982715607, output_fired_time: 1.3641958237, propagate_forward_time: 54.6955986023, propagate_backward_time: 85.2920684814, weight_update_time: 0.1978061795, other_time: 3.0526275635
epoch time: 11.6797657013s, input_fired_time: 0.1736322790, output_fired_time: 0.0000000000, propagate_forward_time: 10.9694175720, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5367155075
validation[          , genome  7007] predictions:    9764/  10000 (97.64%), best:    9764/10000 (97.64%), error:       778.93677, best error:       741.28198 on epoch:    71, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 145.5106658936s, input_fired_time: 1.3918797970, output_fired_time: 1.3605521917, propagate_forward_time: 54.4501571655, propagate_backward_time: 85.2901687622, weight_update_time: 0.1969149113, other_time: 3.0179138184
epoch time: 11.5488767624s, input_fired_time: 0.1729489416, output_fired_time: 0.0000000000, propagate_forward_time: 10.8431797028, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5327482224
validation[          , genome  7007] predictions:    9765/  10000 (97.65%), best:    9764/10000 (97.64%), error:       832.06073, best error:       741.28198 on epoch:    71, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 146.5343933105s, input_fired_time: 1.3959277868, output_fired_time: 1.3660236597, propagate_forward_time: 54.9205665588, propagate_backward_time: 85.8034057617, weight_update_time: 0.1979348660, other_time: 3.0484619141
epoch time: 11.7785863876s, input_fired_time: 0.1789624989, output_fired_time: 0.0000000000, propagate_forward_time: 11.0360574722, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5635662079
validation[          , genome  7007] predictions:    9752/  10000 (97.52%), best:    9764/10000 (97.64%), error:       819.42993, best error:       741.28198 on epoch:    71, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 147.7427062988s, input_fired_time: 1.4123728275, output_fired_time: 1.3771272898, propagate_forward_time: 55.2850151062, propagate_backward_time: 86.6060180664, weight_update_time: 0.2010726184, other_time: 3.0621795654
epoch time: 11.7325868607s, input_fired_time: 0.1777938753, output_fired_time: 0.0000000000, propagate_forward_time: 11.0005521774, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5542411804
validation[          , genome  7007] predictions:    9754/  10000 (97.54%), best:    9764/10000 (97.64%), error:       831.65814, best error:       741.28198 on epoch:    71, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 146.3040161133s, input_fired_time: 1.4017397165, output_fired_time: 1.3631440401, propagate_forward_time: 54.6258659363, propagate_backward_time: 85.8617019653, weight_update_time: 0.1970289201, other_time: 3.0515670776
epoch time: 11.7292575836s, input_fired_time: 0.1789954454, output_fired_time: 0.0000000000, propagate_forward_time: 10.9936609268, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5566015244
validation[          , genome  7007] predictions:    9775/  10000 (97.75%), best:    9764/10000 (97.64%), error:       765.78052, best error:       741.28198 on epoch:    71, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 146.1865844727s, input_fired_time: 1.3987183571, output_fired_time: 1.3750112057, propagate_forward_time: 54.7065162659, propagate_backward_time: 85.6705780029, weight_update_time: 0.1978200525, other_time: 3.0357666016
epoch time: 11.4506778717s, input_fired_time: 0.1767192334, output_fired_time: 0.0000000000, propagate_forward_time: 10.7346324921, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5393257141
validation[          , genome  7007] predictions:    9728/  10000 (97.28%), best:    9764/10000 (97.64%), error:       908.18268, best error:       741.28198 on epoch:    71, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 146.6006622314s, input_fired_time: 1.4073573351, output_fired_time: 1.3576805592, propagate_forward_time: 55.0630111694, propagate_backward_time: 85.7286376953, weight_update_time: 0.1993429065, other_time: 3.0439682007
epoch time: 11.3260869980s, input_fired_time: 0.1755537242, output_fired_time: 0.0000000000, propagate_forward_time: 10.6073732376, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5431604385
validation[          , genome  7007] predictions:    9704/  10000 (97.04%), best:    9764/10000 (97.64%), error:       985.40161, best error:       741.28198 on epoch:    71, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 145.8589477539s, input_fired_time: 1.4014505148, output_fired_time: 1.3651658297, propagate_forward_time: 54.4888229370, propagate_backward_time: 85.5744247437, weight_update_time: 0.1954102069, other_time: 3.0290832520
epoch time: 11.8535070419s, input_fired_time: 0.1814729273, output_fired_time: 0.0000000000, propagate_forward_time: 11.1193666458, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5526676178
validation[          , genome  7007] predictions:    9730/  10000 (97.30%), best:    9764/10000 (97.64%), error:       871.32672, best error:       741.28198 on epoch:    71, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 146.0504150391s, input_fired_time: 1.3973999023, output_fired_time: 1.3517918587, propagate_forward_time: 54.7922172546, propagate_backward_time: 85.4990158081, weight_update_time: 0.1992200464, other_time: 3.0099868774
epoch time: 11.9557790756s, input_fired_time: 0.1809057593, output_fired_time: 0.0000000000, propagate_forward_time: 11.2272024155, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5476713181
validation[          , genome  7007] predictions:    9767/  10000 (97.67%), best:    9764/10000 (97.64%), error:       797.93842, best error:       741.28198 on epoch:    71, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 147.8108215332s, input_fired_time: 1.4104382992, output_fired_time: 1.3781967163, propagate_forward_time: 55.3965339661, propagate_backward_time: 86.5443649292, weight_update_time: 0.1996261179, other_time: 3.0812911987
epoch time: 11.5175952911s, input_fired_time: 0.1779025495, output_fired_time: 0.0000000000, propagate_forward_time: 10.7903041840, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5493888855
validation[          , genome  7007] predictions:    9755/  10000 (97.55%), best:    9764/10000 (97.64%), error:       859.43402, best error:       741.28198 on epoch:    71, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 146.2312774658s, input_fired_time: 1.4073063135, output_fired_time: 1.3637965918, propagate_forward_time: 54.7949218750, propagate_backward_time: 85.6095123291, weight_update_time: 0.1978769302, other_time: 3.0557403564
epoch time: 11.0951070786s, input_fired_time: 0.1708338857, output_fired_time: 0.0000000000, propagate_forward_time: 10.4031867981, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5210866928
validation[          , genome  7007] predictions:    9735/  10000 (97.35%), best:    9764/10000 (97.64%), error:       923.98987, best error:       741.28198 on epoch:    71, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 147.6976013184s, input_fired_time: 1.4098173380, output_fired_time: 1.3799805641, propagate_forward_time: 55.3359642029, propagate_backward_time: 86.5139236450, weight_update_time: 0.2023345977, other_time: 3.0579147339
epoch time: 11.6403036118s, input_fired_time: 0.1760371476, output_fired_time: 0.0000000000, propagate_forward_time: 10.9232711792, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5409955978
validation[          , genome  7007] predictions:    9744/  10000 (97.44%), best:    9764/10000 (97.64%), error:       864.20074, best error:       741.28198 on epoch:    71, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 147.3991241455s, input_fired_time: 1.4060373306, output_fired_time: 1.3790957928, propagate_forward_time: 55.2597999573, propagate_backward_time: 86.3011245728, weight_update_time: 0.1988039315, other_time: 3.0530776978
epoch time: 11.9261884689s, input_fired_time: 0.1793996990, output_fired_time: 0.0000000000, propagate_forward_time: 11.1945447922, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5522441864
validation[          , genome  7007] predictions:    9768/  10000 (97.68%), best:    9764/10000 (97.64%), error:       761.59198, best error:       741.28198 on epoch:    71, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 146.6034393311s, input_fired_time: 1.4052317142, output_fired_time: 1.3629482985, propagate_forward_time: 54.9653778076, propagate_backward_time: 85.8342056274, weight_update_time: 0.1985762417, other_time: 3.0356826782
epoch time: 11.8644552231s, input_fired_time: 0.1796916872, output_fired_time: 0.0000000000, propagate_forward_time: 11.1268987656, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5578651428
validation[          , genome  7007] predictions:    9724/  10000 (97.24%), best:    9764/10000 (97.64%), error:       914.09265, best error:       741.28198 on epoch:    71, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 146.4710845947s, input_fired_time: 1.4086632729, output_fired_time: 1.3649613857, propagate_forward_time: 54.9763031006, propagate_backward_time: 85.6856613159, weight_update_time: 0.1988678724, other_time: 3.0354995728
epoch time: 11.7937459946s, input_fired_time: 0.1770896912, output_fired_time: 0.0000000000, propagate_forward_time: 11.0806026459, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5360536575
validation[          , genome  7007] predictions:    9769/  10000 (97.69%), best:    9764/10000 (97.64%), error:       825.33643, best error:       741.28198 on epoch:    71, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 145.3385314941s, input_fired_time: 1.4018616676, output_fired_time: 1.3599534035, propagate_forward_time: 54.5104217529, propagate_backward_time: 85.0567321777, weight_update_time: 0.1940581053, other_time: 3.0095672607
epoch time: 11.8842926025s, input_fired_time: 0.1780414283, output_fired_time: 0.0000000000, propagate_forward_time: 11.1545019150, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5517492294
validation[          , genome  7007] predictions:    9736/  10000 (97.36%), best:    9764/10000 (97.64%), error:       848.68988, best error:       741.28198 on epoch:    71, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 145.7890319824s, input_fired_time: 1.4090640545, output_fired_time: 1.3557525873, propagate_forward_time: 54.6863784790, propagate_backward_time: 85.3114318848, weight_update_time: 0.1982388943, other_time: 3.0264053345
epoch time: 11.5478076935s, input_fired_time: 0.1800135821, output_fired_time: 0.0000000000, propagate_forward_time: 10.8195629120, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5482311249
validation[          , genome  7007] predictions:    9750/  10000 (97.50%), best:    9764/10000 (97.64%), error:       842.71167, best error:       741.28198 on epoch:    71, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 146.5924682617s, input_fired_time: 1.4105062485, output_fired_time: 1.3770601749, propagate_forward_time: 54.7274436951, propagate_backward_time: 86.0303192139, weight_update_time: 0.1976640821, other_time: 3.0471343994
epoch time: 11.8638229370s, input_fired_time: 0.1784456223, output_fired_time: 0.0000000000, propagate_forward_time: 11.1407871246, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5445899963
validation[          , genome  7007] predictions:    9751/  10000 (97.51%), best:    9764/10000 (97.64%), error:       842.11182, best error:       741.28198 on epoch:    71, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 147.8437347412s, input_fired_time: 1.4202108383, output_fired_time: 1.3783086538, propagate_forward_time: 55.4139251709, propagate_backward_time: 86.5632553101, weight_update_time: 0.1993010342, other_time: 3.0680313110
epoch time: 11.4179134369s, input_fired_time: 0.1773740500, output_fired_time: 0.0000000000, propagate_forward_time: 10.6970806122, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5434589386
validation[          , genome  7007] predictions:    9759/  10000 (97.59%), best:    9764/10000 (97.64%), error:       853.33685, best error:       741.28198 on epoch:    71, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 147.2422180176s, input_fired_time: 1.4215803146, output_fired_time: 1.3737388849, propagate_forward_time: 55.2592124939, propagate_backward_time: 86.1285018921, weight_update_time: 0.1993260235, other_time: 3.0591812134
epoch time: 11.7068843842s, input_fired_time: 0.1783410013, output_fired_time: 0.0000000000, propagate_forward_time: 10.9837427139, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5448007584
validation[          , genome  7007] predictions:    9788/  10000 (97.88%), best:    9764/10000 (97.64%), error:       742.11151, best error:       741.28198 on epoch:    71, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 146.0079650879s, input_fired_time: 1.4126316309, output_fired_time: 1.3596822023, propagate_forward_time: 54.9479827881, propagate_backward_time: 85.2502136230, weight_update_time: 0.1980710477, other_time: 3.0374603271
epoch time: 11.7155227661s, input_fired_time: 0.1798617095, output_fired_time: 0.0000000000, propagate_forward_time: 10.9866676331, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5489931107
validation[          , genome  7007] predictions:    9752/  10000 (97.52%), best:    9764/10000 (97.64%), error:       834.14252, best error:       741.28198 on epoch:    71, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 146.9570159912s, input_fired_time: 1.4135395288, output_fired_time: 1.3724889755, propagate_forward_time: 55.0633316040, propagate_backward_time: 86.0625762939, weight_update_time: 0.2009477764, other_time: 3.0450820923
epoch time: 11.7055845261s, input_fired_time: 0.1779541969, output_fired_time: 0.0000000000, propagate_forward_time: 10.9861707687, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5414590836
validation[          , genome  7007] predictions:    9748/  10000 (97.48%), best:    9764/10000 (97.64%), error:       817.82605, best error:       741.28198 on epoch:    71, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 147.2564544678s, input_fired_time: 1.4123146534, output_fired_time: 1.3720393181, propagate_forward_time: 55.0798187256, propagate_backward_time: 86.3551635742, weight_update_time: 0.2014892548, other_time: 3.0371246338
epoch time: 11.6940994263s, input_fired_time: 0.1791837215, output_fired_time: 0.0000000000, propagate_forward_time: 10.9670572281, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5478582382
validation[          , genome  7007] predictions:    9783/  10000 (97.83%), best:    9764/10000 (97.64%), error:       815.17371, best error:       741.28198 on epoch:    71, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 146.3843383789s, input_fired_time: 1.4116318226, output_fired_time: 1.3751535416, propagate_forward_time: 54.8298110962, propagate_backward_time: 85.7420654297, weight_update_time: 0.1974059343, other_time: 3.0256729126
epoch time: 11.9005050659s, input_fired_time: 0.1819625199, output_fired_time: 0.0000000000, propagate_forward_time: 11.1706457138, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5478963852
validation[          , genome  7007] predictions:    9760/  10000 (97.60%), best:    9764/10000 (97.64%), error:       825.99762, best error:       741.28198 on epoch:    71, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 146.3668975830s, input_fired_time: 1.4205672741, output_fired_time: 1.3799166679, propagate_forward_time: 54.7251205444, propagate_backward_time: 85.7826614380, weight_update_time: 0.1976357102, other_time: 3.0586395264
epoch time: 11.7791395187s, input_fired_time: 0.1770201325, output_fired_time: 0.0000000000, propagate_forward_time: 11.0634393692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5386800766
validation[          , genome  7007] predictions:    9774/  10000 (97.74%), best:    9764/10000 (97.64%), error:       758.39575, best error:       741.28198 on epoch:    71, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 147.8308715820s, input_fired_time: 1.4260561466, output_fired_time: 1.3851060867, propagate_forward_time: 55.4203147888, propagate_backward_time: 86.5488204956, weight_update_time: 0.2004020661, other_time: 3.0505752563
epoch time: 11.6460170746s, input_fired_time: 0.1774176806, output_fired_time: 0.0000000000, propagate_forward_time: 10.9338798523, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5347194672
validation[          , genome  7007] predictions:    9749/  10000 (97.49%), best:    9764/10000 (97.64%), error:       856.30902, best error:       741.28198 on epoch:    71, 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: 58.6404304504s, input_fired_time: 0.8866465688, output_fired_time: 0.0000000000, propagate_forward_time: 54.9473342896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8064498901
best training[          , genome  7007] predictions:   49515/  50000 (99.03%), best:    9764/10000 (97.64%), error:      1836.79114, best error:       741.28198 on epoch:    71, 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: 11.8402318954s, input_fired_time: 0.1745182127, output_fired_time: 0.0000000000, propagate_forward_time: 11.1229772568, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5427360535
   testing[          , genome  7007] predictions:    9784/  10000 (97.84%), best:    9764/10000 (97.64%), error:       737.59650, best error:       741.28198 on epoch:    71, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
22:12:05 (6828): called boinc_finish(0)

</stderr_txt>
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