Nameexact_genome_1512568488_44_7133_0
Workunit2606981
Created8 Dec 2017, 0:03:04 UTC
Sent8 Dec 2017, 0:12:17 UTC
Report deadline16 Dec 2017, 7:33:27 UTC
Received8 Dec 2017, 19:58:04 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID67776
Run time3 hours 10 min 44 sec
CPU time3 hours 1 min 4 sec
Validate stateValid
Credit2,076.59
Device peak FLOPS3.17 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34

Stderr output

<core_client_version>7.0.80</core_client_version>
<![CDATA[
<stderr_txt>
: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 262.3729858398s, input_fired_time: 3.3551928997, output_fired_time: 4.3766884804, propagate_forward_time: 92.5201721191, propagate_backward_time: 158.4995269775, weight_update_time: 0.1514056325, other_time: 3.6213989258
epoch time: 20.5939693451s, input_fired_time: 1.1640214920, output_fired_time: 0.0000000000, propagate_forward_time: 14.9584465027, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.4715003967
validation[          , genome  7133] predictions:    9701/  10000 (97.01%), best:    9704/10000 (97.04%), error:       977.00214, best error:       970.80231 on epoch:    11, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 260.1244812012s, input_fired_time: 1.3294881582, output_fired_time: 4.3902459145, propagate_forward_time: 95.2009048462, propagate_backward_time: 153.5827026367, weight_update_time: 0.1513823271, other_time: 5.6211242676
epoch time: 20.6679954529s, input_fired_time: 1.1688282490, output_fired_time: 0.0000000000, propagate_forward_time: 19.0298709869, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4692955017
validation[          , genome  7133] predictions:    9722/  10000 (97.22%), best:    9722/10000 (97.22%), error:       942.44366, best error:       942.44366 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 264.6268005371s, input_fired_time: 2.3466427326, output_fired_time: 5.3783941269, propagate_forward_time: 99.7498474121, propagate_backward_time: 147.3971405029, weight_update_time: 3.2655615807, other_time: 9.7547760010
epoch time: 20.4828090668s, input_fired_time: 0.1607089788, output_fired_time: 0.0000000000, propagate_forward_time: 19.8433189392, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4787807465
validation[          , genome  7133] predictions:    9744/  10000 (97.44%), best:    9744/10000 (97.44%), error:       909.25244, best error:       909.25244 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 260.0452880859s, input_fired_time: 5.3484249115, output_fired_time: 1.3562630415, propagate_forward_time: 94.3921737671, propagate_backward_time: 154.3336334229, weight_update_time: 0.1470338553, other_time: 4.6147918701
epoch time: 22.6460990906s, input_fired_time: 0.1683976054, output_fired_time: 0.0000000000, propagate_forward_time: 22.0091381073, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4685630798
validation[          , genome  7133] predictions:    9697/  10000 (96.97%), best:    9744/10000 (97.44%), error:       984.73596, best error:       909.25244 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 265.3294982910s, input_fired_time: 5.3741698265, output_fired_time: 1.3848652840, propagate_forward_time: 118.2451629639, propagate_backward_time: 136.6499176025, weight_update_time: 0.1550574601, other_time: 3.6753845215
epoch time: 21.9028015137s, input_fired_time: 0.1707270592, output_fired_time: 0.0000000000, propagate_forward_time: 21.2562942505, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4757804871
validation[          , genome  7133] predictions:    9712/  10000 (97.12%), best:    9744/10000 (97.44%), error:       980.83716, best error:       909.25244 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 262.3841857910s, input_fired_time: 2.3475031853, output_fired_time: 3.3809006214, propagate_forward_time: 118.3404922485, propagate_backward_time: 128.6608276367, weight_update_time: 0.1513310373, other_time: 9.6544799805
epoch time: 20.6543655396s, input_fired_time: 0.1659142375, output_fired_time: 0.0000000000, propagate_forward_time: 18.0087070465, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4797439575
validation[          , genome  7133] predictions:    9557/  10000 (95.57%), best:    9744/10000 (97.44%), error:      1504.19910, best error:       909.25244 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 259.5361633301s, input_fired_time: 6.3378319740, output_fired_time: 3.3454291821, propagate_forward_time: 101.1662597656, propagate_backward_time: 142.0905151367, weight_update_time: 0.1447562724, other_time: 6.5961303711
epoch time: 21.7685642242s, input_fired_time: 0.1682909429, output_fired_time: 0.0000000000, propagate_forward_time: 21.1358947754, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4643783569
validation[          , genome  7133] predictions:    9569/  10000 (95.69%), best:    9744/10000 (97.44%), error:      1352.67749, best error:       909.25244 on epoch:    17, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 263.3665771484s, input_fired_time: 5.3561758995, output_fired_time: 2.4033448696, propagate_forward_time: 100.7364578247, propagate_backward_time: 149.2111206055, weight_update_time: 0.1555677801, other_time: 5.6594848633
epoch time: 21.6872577667s, input_fired_time: 2.1708519459, output_fired_time: 0.0000000000, propagate_forward_time: 19.0293979645, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4870071411
validation[          , genome  7133] predictions:    9657/  10000 (96.57%), best:    9744/10000 (97.44%), error:      1106.83032, best error:       909.25244 on epoch:    17, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 259.8840026855s, input_fired_time: 5.3317265511, output_fired_time: 4.3581438065, propagate_forward_time: 104.1601028442, propagate_backward_time: 141.3519134521, weight_update_time: 0.1541225463, other_time: 4.6821136475
epoch time: 20.6140060425s, input_fired_time: 0.1663605273, output_fired_time: 0.0000000000, propagate_forward_time: 15.9804410934, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.4672040939
validation[          , genome  7133] predictions:    9717/  10000 (97.17%), best:    9744/10000 (97.44%), error:       993.78284, best error:       909.25244 on epoch:    17, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 262.4140625000s, input_fired_time: 3.3399534225, output_fired_time: 3.3773732185, propagate_forward_time: 108.4677658081, propagate_backward_time: 140.5728302002, weight_update_time: 0.1591524035, other_time: 6.6561126709
epoch time: 21.6736183167s, input_fired_time: 0.1651128232, output_fired_time: 0.0000000000, propagate_forward_time: 19.0392017365, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4693031311
validation[          , genome  7133] predictions:    9668/  10000 (96.68%), best:    9744/10000 (97.44%), error:      1058.71533, best error:       909.25244 on epoch:    17, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 260.0781555176s, input_fired_time: 8.3398227692, output_fired_time: 3.3844792843, propagate_forward_time: 94.2612686157, propagate_backward_time: 147.4679260254, weight_update_time: 0.1597187370, other_time: 6.6246643066
epoch time: 20.8163623810s, input_fired_time: 0.1681510061, output_fired_time: 0.0000000000, propagate_forward_time: 19.1684112549, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4797992706
validation[          , genome  7133] predictions:    9709/  10000 (97.09%), best:    9744/10000 (97.44%), error:       963.08344, best error:       909.25244 on epoch:    17, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 260.2789306641s, input_fired_time: 4.3406028748, output_fired_time: 4.3731312752, propagate_forward_time: 91.3371200562, propagate_backward_time: 151.5971527100, weight_update_time: 0.1560523510, other_time: 8.6309051514
epoch time: 21.5653572083s, input_fired_time: 0.1668646485, output_fired_time: 0.0000000000, propagate_forward_time: 19.9179191589, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4805736542
validation[          , genome  7133] predictions:    9693/  10000 (96.93%), best:    9744/10000 (97.44%), error:       984.93799, best error:       909.25244 on epoch:    17, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 258.9799804688s, input_fired_time: 4.3508281708, output_fired_time: 7.3655180931, propagate_forward_time: 96.3466796875, propagate_backward_time: 146.2855682373, weight_update_time: 0.1538519412, other_time: 4.6313781738
epoch time: 22.7434253693s, input_fired_time: 0.1704017520, output_fired_time: 0.0000000000, propagate_forward_time: 19.0979766846, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.4750461578
validation[          , genome  7133] predictions:    9737/  10000 (97.37%), best:    9737/10000 (97.37%), error:       876.29083, best error:       876.29083 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 260.2828979492s, input_fired_time: 7.3707370758, output_fired_time: 1.3658661842, propagate_forward_time: 97.4386444092, propagate_backward_time: 146.4891052246, weight_update_time: 0.1541540325, other_time: 7.6185455322
epoch time: 21.6752586365s, input_fired_time: 0.1708859801, output_fired_time: 0.0000000000, propagate_forward_time: 21.0245571136, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4798164368
validation[          , genome  7133] predictions:    9670/  10000 (96.70%), best:    9737/10000 (97.37%), error:      1057.19836, best error:       876.29083 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 260.7131042480s, input_fired_time: 1.3466719389, output_fired_time: 4.3474826813, propagate_forward_time: 99.3698272705, propagate_backward_time: 147.0028533936, weight_update_time: 2.1512620449, other_time: 8.6462554932
epoch time: 19.4880733490s, input_fired_time: 0.1659394205, output_fired_time: 0.0000000000, propagate_forward_time: 17.8471450806, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4749889374
validation[          , genome  7133] predictions:    9637/  10000 (96.37%), best:    9737/10000 (97.37%), error:      1183.56506, best error:       876.29083 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 262.8610839844s, input_fired_time: 5.3546857834, output_fired_time: 1.4030179977, propagate_forward_time: 103.5392684937, propagate_backward_time: 141.8809204102, weight_update_time: 0.1555737704, other_time: 10.6831970215
epoch time: 21.7422199249s, input_fired_time: 0.1698264182, output_fired_time: 0.0000000000, propagate_forward_time: 21.0814075470, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4909858704
validation[          , genome  7133] predictions:    9751/  10000 (97.51%), best:    9751/10000 (97.51%), error:       854.94476, best error:       854.94476 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 257.9221191406s, input_fired_time: 5.3533148766, output_fired_time: 2.3604407310, propagate_forward_time: 107.1834487915, propagate_backward_time: 139.3892364502, weight_update_time: 0.1503224075, other_time: 3.6356658936
epoch time: 22.5925540924s, input_fired_time: 0.1664423347, output_fired_time: 0.0000000000, propagate_forward_time: 20.9460620880, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4800491333
validation[          , genome  7133] predictions:    9707/  10000 (97.07%), best:    9751/10000 (97.51%), error:       901.79358, best error:       854.94476 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 256.9972839355s, input_fired_time: 1.3299961090, output_fired_time: 5.3410687447, propagate_forward_time: 96.6113281250, propagate_backward_time: 149.1272430420, weight_update_time: 0.1492902339, other_time: 4.5876464844
epoch time: 20.6409797668s, input_fired_time: 0.1642850190, output_fired_time: 0.0000000000, propagate_forward_time: 16.9932804108, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.4834136963
validation[          , genome  7133] predictions:    9721/  10000 (97.21%), best:    9751/10000 (97.51%), error:       877.78461, best error:       854.94476 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 252.8436279297s, input_fired_time: 4.3393840790, output_fired_time: 2.3617279530, propagate_forward_time: 93.6481857300, propagate_backward_time: 145.8557434082, weight_update_time: 0.1592623293, other_time: 6.6385803223
epoch time: 20.4462757111s, input_fired_time: 0.1642926633, output_fired_time: 0.0000000000, propagate_forward_time: 18.7967090607, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4852733612
validation[          , genome  7133] predictions:    9665/  10000 (96.65%), best:    9751/10000 (97.51%), error:      1151.74939, best error:       854.94476 on epoch:    30, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 260.0650024414s, input_fired_time: 2.3731751442, output_fired_time: 3.3651165962, propagate_forward_time: 98.2687988281, propagate_backward_time: 153.4085845947, weight_update_time: 0.1539673954, other_time: 2.6493377686
epoch time: 21.7147140503s, input_fired_time: 3.1717557907, output_fired_time: 0.0000000000, propagate_forward_time: 17.0592231750, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4837341309
validation[          , genome  7133] predictions:    9702/  10000 (97.02%), best:    9751/10000 (97.51%), error:       991.86139, best error:       854.94476 on epoch:    30, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 259.5193176270s, input_fired_time: 3.3588156700, output_fired_time: 2.3566298485, propagate_forward_time: 101.2093429565, propagate_backward_time: 148.0199890137, weight_update_time: 0.1484469771, other_time: 4.5745239258
epoch time: 20.8398437500s, input_fired_time: 0.1751716435, output_fired_time: 0.0000000000, propagate_forward_time: 20.1961994171, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4684734344
validation[          , genome  7133] predictions:    9761/  10000 (97.61%), best:    9761/10000 (97.61%), error:       843.40399, best error:       843.40399 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 257.7264099121s, input_fired_time: 2.3574943542, output_fired_time: 4.3614606857, propagate_forward_time: 97.1586074829, propagate_backward_time: 149.2015075684, weight_update_time: 0.1548612416, other_time: 4.6473388672
epoch time: 22.6808605194s, input_fired_time: 0.1664933264, output_fired_time: 0.0000000000, propagate_forward_time: 20.0388545990, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4755134583
validation[          , genome  7133] predictions:    9686/  10000 (96.86%), best:    9761/10000 (97.61%), error:      1003.93134, best error:       843.40399 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 260.3764953613s, input_fired_time: 1.3556323051, output_fired_time: 4.3778567314, propagate_forward_time: 101.4497146606, propagate_backward_time: 146.5221557617, weight_update_time: 0.1557338685, other_time: 6.6711425781
epoch time: 21.5944442749s, input_fired_time: 0.1695281267, output_fired_time: 0.0000000000, propagate_forward_time: 18.9584217072, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4664936066
validation[          , genome  7133] predictions:    9709/  10000 (97.09%), best:    9761/10000 (97.61%), error:       912.98309, best error:       843.40399 on epoch:    35, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 260.3673706055s, input_fired_time: 1.3676508665, output_fired_time: 8.3829669952, propagate_forward_time: 102.3451461792, propagate_backward_time: 140.6316680908, weight_update_time: 0.1607305110, other_time: 7.6399383545
epoch time: 22.6885852814s, input_fired_time: 0.1714283377, output_fired_time: 0.0000000000, propagate_forward_time: 22.0382575989, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4788990021
validation[          , genome  7133] predictions:    9711/  10000 (97.11%), best:    9761/10000 (97.61%), error:       905.56952, best error:       843.40399 on epoch:    35, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 257.0455932617s, input_fired_time: 1.3468381166, output_fired_time: 5.3646979332, propagate_forward_time: 100.7858352661, propagate_backward_time: 144.9287109375, weight_update_time: 0.1479858458, other_time: 4.6195068359
epoch time: 22.6428966522s, input_fired_time: 1.1701625586, output_fired_time: 0.0000000000, propagate_forward_time: 18.9993610382, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4733734131
validation[          , genome  7133] predictions:    9727/  10000 (97.27%), best:    9761/10000 (97.61%), error:       949.08801, best error:       843.40399 on epoch:    35, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 262.0926208496s, input_fired_time: 2.3868744373, output_fired_time: 3.3897428513, propagate_forward_time: 99.8113479614, propagate_backward_time: 151.8540039063, weight_update_time: 0.1561680883, other_time: 4.6506652832
epoch time: 22.7822589874s, input_fired_time: 0.1747831553, output_fired_time: 0.0000000000, propagate_forward_time: 22.1244029999, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4830722809
validation[          , genome  7133] predictions:    9732/  10000 (97.32%), best:    9761/10000 (97.61%), error:       870.66742, best error:       843.40399 on epoch:    35, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 260.2547607422s, input_fired_time: 3.3724880219, output_fired_time: 5.3713355064, propagate_forward_time: 95.3563690186, propagate_backward_time: 153.5137023926, weight_update_time: 0.1537307054, other_time: 2.6408538818
epoch time: 21.6533355713s, input_fired_time: 0.1784804165, output_fired_time: 0.0000000000, propagate_forward_time: 18.0053195953, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.4695358276
validation[          , genome  7133] predictions:    9734/  10000 (97.34%), best:    9761/10000 (97.61%), error:       862.26489, best error:       843.40399 on epoch:    35, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 258.7535705566s, input_fired_time: 5.3708305359, output_fired_time: 4.3450508118, propagate_forward_time: 84.0606613159, propagate_backward_time: 162.3447875977, weight_update_time: 0.1537848711, other_time: 2.6322326660
epoch time: 21.6533565521s, input_fired_time: 0.1718687266, output_fired_time: 0.0000000000, propagate_forward_time: 19.0088195801, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4726676941
validation[          , genome  7133] predictions:    9750/  10000 (97.50%), best:    9750/10000 (97.50%), error:       842.29230, best error:       842.29230 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 264.4047546387s, input_fired_time: 5.3982915878, output_fired_time: 3.4095706940, propagate_forward_time: 113.7204895020, propagate_backward_time: 135.2473602295, weight_update_time: 1.1552399397, other_time: 6.6290435791
epoch time: 22.9175624847s, input_fired_time: 2.1697034836, output_fired_time: 0.0000000000, propagate_forward_time: 20.2680854797, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4797744751
validation[          , genome  7133] predictions:    9725/  10000 (97.25%), best:    9750/10000 (97.50%), error:       921.75385, best error:       842.29230 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 257.9828491211s, input_fired_time: 2.3552355766, output_fired_time: 4.3480410576, propagate_forward_time: 98.1982803345, propagate_backward_time: 145.4687042236, weight_update_time: 0.1543113440, other_time: 7.6125946045
epoch time: 22.7342052460s, input_fired_time: 0.1626092494, output_fired_time: 0.0000000000, propagate_forward_time: 22.0879287720, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4836673737
validation[          , genome  7133] predictions:    9650/  10000 (96.50%), best:    9750/10000 (97.50%), error:      1213.78052, best error:       842.29230 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 259.7427978516s, input_fired_time: 1.3713543415, output_fired_time: 3.3552684784, propagate_forward_time: 86.9774093628, propagate_backward_time: 163.4351196289, weight_update_time: 0.1531317979, other_time: 4.6036376953
epoch time: 21.7694835663s, input_fired_time: 1.1733183861, output_fired_time: 0.0000000000, propagate_forward_time: 18.1135005951, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4826641083
validation[          , genome  7133] predictions:    9756/  10000 (97.56%), best:    9756/10000 (97.56%), error:       832.99731, best error:       832.99731 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 263.0209960938s, input_fired_time: 3.3864984512, output_fired_time: 3.3829593658, propagate_forward_time: 107.7271652222, propagate_backward_time: 142.8901824951, weight_update_time: 0.1520854384, other_time: 5.6341705322
epoch time: 21.9049129486s, input_fired_time: 0.1728527695, output_fired_time: 0.0000000000, propagate_forward_time: 19.2502994537, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4817600250
validation[          , genome  7133] predictions:    9738/  10000 (97.38%), best:    9756/10000 (97.56%), error:       854.03821, best error:       832.99731 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 259.7092285156s, input_fired_time: 4.3743801117, output_fired_time: 1.3556773663, propagate_forward_time: 96.0223388672, propagate_backward_time: 152.3228912354, weight_update_time: 0.1497483552, other_time: 5.6339416504
epoch time: 20.6321411133s, input_fired_time: 0.1705292165, output_fired_time: 0.0000000000, propagate_forward_time: 19.9770374298, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4845752716
validation[          , genome  7133] predictions:    9706/  10000 (97.06%), best:    9756/10000 (97.56%), error:       969.91779, best error:       832.99731 on epoch:    45, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 259.9242858887s, input_fired_time: 1.3529812098, output_fired_time: 1.3735300303, propagate_forward_time: 108.1238937378, propagate_backward_time: 138.3409881592, weight_update_time: 0.1519063115, other_time: 10.7328948975
epoch time: 22.7800045013s, input_fired_time: 2.1766035557, output_fired_time: 0.0000000000, propagate_forward_time: 20.1134071350, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4899940491
validation[          , genome  7133] predictions:    9708/  10000 (97.08%), best:    9756/10000 (97.56%), error:       920.90448, best error:       832.99731 on epoch:    45, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 264.7153015137s, input_fired_time: 2.4059367180, output_fired_time: 3.3851130009, propagate_forward_time: 103.9888153076, propagate_backward_time: 141.3004760742, weight_update_time: 0.1552357078, other_time: 13.6349639893
epoch time: 20.7654476166s, input_fired_time: 0.1786769181, output_fired_time: 0.0000000000, propagate_forward_time: 18.1073398590, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4794311523
validation[          , genome  7133] predictions:    9757/  10000 (97.57%), best:    9756/10000 (97.56%), error:       840.24359, best error:       832.99731 on epoch:    45, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 260.2024536133s, input_fired_time: 6.3734040260, output_fired_time: 1.3678966761, propagate_forward_time: 105.3402175903, propagate_backward_time: 137.4817962646, weight_update_time: 0.1561170965, other_time: 9.6391448975
epoch time: 20.5559978485s, input_fired_time: 0.1669399440, output_fired_time: 0.0000000000, propagate_forward_time: 19.9229698181, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4660873413
validation[          , genome  7133] predictions:    9749/  10000 (97.49%), best:    9756/10000 (97.56%), error:       843.99005, best error:       832.99731 on epoch:    45, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 262.3556823730s, input_fired_time: 3.3526194096, output_fired_time: 2.3731834888, propagate_forward_time: 94.4082107544, propagate_backward_time: 153.5713653564, weight_update_time: 0.1547274739, other_time: 8.6503143311
epoch time: 20.7079620361s, input_fired_time: 1.1736499071, output_fired_time: 0.0000000000, propagate_forward_time: 19.0516796112, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4826316833
validation[          , genome  7133] predictions:    9763/  10000 (97.63%), best:    9763/10000 (97.63%), error:       797.38141, best error:       797.38141 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 257.0897521973s, input_fired_time: 4.3680024147, output_fired_time: 1.3598908186, propagate_forward_time: 89.7996292114, propagate_backward_time: 154.9528045654, weight_update_time: 0.1561475098, other_time: 6.6094207764
epoch time: 22.6908760071s, input_fired_time: 1.1771125793, output_fired_time: 0.0000000000, propagate_forward_time: 21.0483398438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4654235840
validation[          , genome  7133] predictions:    9722/  10000 (97.22%), best:    9763/10000 (97.63%), error:       959.71075, best error:       797.38141 on epoch:    51, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 257.2603759766s, input_fired_time: 2.3738298416, output_fired_time: 3.3365159035, propagate_forward_time: 90.0648803711, propagate_backward_time: 155.8734436035, weight_update_time: 0.1585410237, other_time: 5.6117095947
epoch time: 22.7155437469s, input_fired_time: 0.1762790531, output_fired_time: 0.0000000000, propagate_forward_time: 20.0587730408, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4804916382
validation[          , genome  7133] predictions:    9767/  10000 (97.67%), best:    9763/10000 (97.63%), error:       804.37793, best error:       797.38141 on epoch:    51, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 261.7121582031s, input_fired_time: 2.3740050793, output_fired_time: 5.3698549271, propagate_forward_time: 98.5176620483, propagate_backward_time: 148.8191680908, weight_update_time: 0.1537847966, other_time: 6.6314849854
epoch time: 22.9747734070s, input_fired_time: 0.1753034592, output_fired_time: 0.0000000000, propagate_forward_time: 22.3091468811, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4903221130
validation[          , genome  7133] predictions:    9785/  10000 (97.85%), best:    9785/10000 (97.85%), error:       748.79291, best error:       748.79291 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 257.5482788086s, input_fired_time: 1.3662773371, output_fired_time: 3.3349874020, propagate_forward_time: 110.3704452515, propagate_backward_time: 139.8535308838, weight_update_time: 0.1526304036, other_time: 2.6230316162
epoch time: 22.8435420990s, input_fired_time: 0.1747962385, output_fired_time: 0.0000000000, propagate_forward_time: 20.1976604462, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4710845947
validation[          , genome  7133] predictions:    9765/  10000 (97.65%), best:    9785/10000 (97.85%), error:       823.52008, best error:       748.79291 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 259.5598144531s, input_fired_time: 6.3974013329, output_fired_time: 2.3651051521, propagate_forward_time: 95.2787017822, propagate_backward_time: 152.8629608154, weight_update_time: 0.1480887532, other_time: 2.6556396484
epoch time: 21.7276744843s, input_fired_time: 0.1727572829, output_fired_time: 0.0000000000, propagate_forward_time: 19.0727653503, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4821510315
validation[          , genome  7133] predictions:    9756/  10000 (97.56%), best:    9785/10000 (97.85%), error:       782.96295, best error:       748.79291 on epoch:    54, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 260.0426940918s, input_fired_time: 4.3662996292, output_fired_time: 4.3555212021, propagate_forward_time: 97.3313064575, propagate_backward_time: 146.3435211182, weight_update_time: 0.1535618603, other_time: 7.6460418701
epoch time: 20.6019783020s, input_fired_time: 0.1708728671, output_fired_time: 0.0000000000, propagate_forward_time: 18.9595470428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4715576172
validation[          , genome  7133] predictions:    9716/  10000 (97.16%), best:    9785/10000 (97.85%), error:       886.52863, best error:       748.79291 on epoch:    54, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 259.1801147461s, input_fired_time: 4.3820719719, output_fired_time: 1.3490568399, propagate_forward_time: 104.0456771851, propagate_backward_time: 143.8014678955, weight_update_time: 0.1473905891, other_time: 5.6018524170
epoch time: 20.6731967926s, input_fired_time: 1.1698119640, output_fired_time: 0.0000000000, propagate_forward_time: 18.0230617523, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4803237915
validation[          , genome  7133] predictions:    9725/  10000 (97.25%), best:    9785/10000 (97.85%), error:       917.08350, best error:       748.79291 on epoch:    54, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 262.3907775879s, input_fired_time: 5.3835549355, output_fired_time: 1.3572292328, propagate_forward_time: 109.2601165771, propagate_backward_time: 140.7655639648, weight_update_time: 0.1508368403, other_time: 5.6243286133
epoch time: 20.5522384644s, input_fired_time: 0.1717962772, output_fired_time: 0.0000000000, propagate_forward_time: 19.9079933167, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4724483490
validation[          , genome  7133] predictions:    9734/  10000 (97.34%), best:    9785/10000 (97.85%), error:       867.43726, best error:       748.79291 on epoch:    54, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 259.3869934082s, input_fired_time: 2.3685781956, output_fired_time: 5.3733844757, propagate_forward_time: 96.9775695801, propagate_backward_time: 149.0834045410, weight_update_time: 1.1484713554, other_time: 5.5840454102
epoch time: 20.6074924469s, input_fired_time: 0.1785556525, output_fired_time: 0.0000000000, propagate_forward_time: 19.9518890381, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4770469666
validation[          , genome  7133] predictions:    9712/  10000 (97.12%), best:    9785/10000 (97.85%), error:       949.65662, best error:       748.79291 on epoch:    54, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 261.4810791016s, input_fired_time: 1.3965821266, output_fired_time: 1.3708472252, propagate_forward_time: 108.4856719971, propagate_backward_time: 145.5824584961, weight_update_time: 1.1590509415, other_time: 4.6455230713
epoch time: 20.6964359283s, input_fired_time: 0.1743561625, output_fired_time: 0.0000000000, propagate_forward_time: 20.0378360748, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4842433929
validation[          , genome  7133] predictions:    9741/  10000 (97.41%), best:    9785/10000 (97.85%), error:       888.62396, best error:       748.79291 on epoch:    54, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 258.9194946289s, input_fired_time: 7.3762106895, output_fired_time: 2.3724758625, propagate_forward_time: 91.3620681763, propagate_backward_time: 153.1905364990, weight_update_time: 0.1522167474, other_time: 4.6182098389
epoch time: 22.8906116486s, input_fired_time: 0.1799421310, output_fired_time: 0.0000000000, propagate_forward_time: 22.2327175140, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4779529572
validation[          , genome  7133] predictions:    9708/  10000 (97.08%), best:    9785/10000 (97.85%), error:       960.83136, best error:       748.79291 on epoch:    54, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 261.8859863281s, input_fired_time: 5.3892784119, output_fired_time: 3.3676218987, propagate_forward_time: 95.6611862183, propagate_backward_time: 148.8032226563, weight_update_time: 0.1549364775, other_time: 8.6646728516
epoch time: 22.6652450562s, input_fired_time: 0.1698117703, output_fired_time: 0.0000000000, propagate_forward_time: 22.0120525360, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4833812714
validation[          , genome  7133] predictions:    9747/  10000 (97.47%), best:    9785/10000 (97.85%), error:       809.27911, best error:       748.79291 on epoch:    54, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 260.3513183594s, input_fired_time: 1.3953574896, output_fired_time: 4.3625979424, propagate_forward_time: 97.5378799438, propagate_backward_time: 150.4131622314, weight_update_time: 0.1535357684, other_time: 6.6423187256
epoch time: 21.7880916595s, input_fired_time: 0.1819636375, output_fired_time: 0.0000000000, propagate_forward_time: 20.1410713196, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4650573730
validation[          , genome  7133] predictions:    9716/  10000 (97.16%), best:    9785/10000 (97.85%), error:       951.33038, best error:       748.79291 on epoch:    54, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 259.2827758789s, input_fired_time: 5.3720383644, output_fired_time: 3.3416430950, propagate_forward_time: 91.9094390869, propagate_backward_time: 152.0316162109, weight_update_time: 0.1511285901, other_time: 6.6280364990
epoch time: 20.8955554962s, input_fired_time: 1.2736881971, output_fired_time: 0.0000000000, propagate_forward_time: 19.1421871185, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4796810150
validation[          , genome  7133] predictions:    9759/  10000 (97.59%), best:    9785/10000 (97.85%), error:       823.01556, best error:       748.79291 on epoch:    54, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 264.1400451660s, input_fired_time: 3.4110975266, output_fired_time: 2.3855235577, propagate_forward_time: 85.6304702759, propagate_backward_time: 170.0566253662, weight_update_time: 0.1528879255, other_time: 2.6563262939
epoch time: 20.7817058563s, input_fired_time: 0.1748260856, output_fired_time: 0.0000000000, propagate_forward_time: 20.1329059601, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4739742279
validation[          , genome  7133] predictions:    9741/  10000 (97.41%), best:    9785/10000 (97.85%), error:       828.70557, best error:       748.79291 on epoch:    54, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 259.3244934082s, input_fired_time: 5.3817915916, output_fired_time: 3.3544034958, propagate_forward_time: 106.0766983032, propagate_backward_time: 138.8914947510, weight_update_time: 1.1557441950, other_time: 5.6201019287
epoch time: 20.5789890289s, input_fired_time: 0.1749977171, output_fired_time: 0.0000000000, propagate_forward_time: 19.9320468903, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4719448090
validation[          , genome  7133] predictions:    9755/  10000 (97.55%), best:    9785/10000 (97.85%), error:       822.10406, best error:       748.79291 on epoch:    54, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 264.3644714355s, input_fired_time: 4.3873405457, output_fired_time: 3.3948593140, propagate_forward_time: 102.9215621948, propagate_backward_time: 146.0031585693, weight_update_time: 0.1541499943, other_time: 7.6575469971
epoch time: 22.8247280121s, input_fired_time: 0.1796435565, output_fired_time: 0.0000000000, propagate_forward_time: 22.1608409882, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4842433929
validation[          , genome  7133] predictions:    9731/  10000 (97.31%), best:    9785/10000 (97.85%), error:       899.07770, best error:       748.79291 on epoch:    54, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 257.0625915527s, input_fired_time: 3.3644278049, output_fired_time: 3.3652784824, propagate_forward_time: 99.8410644531, propagate_backward_time: 143.8577880859, weight_update_time: 0.1564969867, other_time: 6.6340332031
epoch time: 20.8061370850s, input_fired_time: 0.1768939197, output_fired_time: 0.0000000000, propagate_forward_time: 20.1364326477, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4928112030
validation[          , genome  7133] predictions:    9745/  10000 (97.45%), best:    9785/10000 (97.85%), error:       826.73999, best error:       748.79291 on epoch:    54, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 257.4431457520s, input_fired_time: 4.3815784454, output_fired_time: 2.3654627800, propagate_forward_time: 97.0544586182, propagate_backward_time: 150.0069580078, weight_update_time: 0.1632393450, other_time: 3.6346893311
epoch time: 20.4949913025s, input_fired_time: 0.1757304370, output_fired_time: 0.0000000000, propagate_forward_time: 19.8589534760, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4603080750
validation[          , genome  7133] predictions:    9761/  10000 (97.61%), best:    9785/10000 (97.85%), error:       827.56763, best error:       748.79291 on epoch:    54, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 260.6840515137s, input_fired_time: 3.3871257305, output_fired_time: 1.3691033125, propagate_forward_time: 82.5640182495, propagate_backward_time: 165.7088165283, weight_update_time: 2.1617493629, other_time: 7.6549835205
epoch time: 21.6548824310s, input_fired_time: 2.1755640507, output_fired_time: 0.0000000000, propagate_forward_time: 19.0071754456, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4721431732
validation[          , genome  7133] predictions:    9726/  10000 (97.26%), best:    9785/10000 (97.85%), error:       894.25995, best error:       748.79291 on epoch:    54, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 257.3987426758s, input_fired_time: 3.3841640949, output_fired_time: 5.3575015068, propagate_forward_time: 104.0057296753, propagate_backward_time: 141.0365600586, weight_update_time: 0.1538351923, other_time: 3.6147766113
epoch time: 22.8216266632s, input_fired_time: 0.1805830747, output_fired_time: 0.0000000000, propagate_forward_time: 22.1632652283, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4777774811
validation[          , genome  7133] predictions:    9747/  10000 (97.47%), best:    9785/10000 (97.85%), error:       866.67792, best error:       748.79291 on epoch:    54, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 259.4639892578s, input_fired_time: 3.3782021999, output_fired_time: 7.3835778236, propagate_forward_time: 87.0652465820, propagate_backward_time: 154.0153961182, weight_update_time: 0.1458685398, other_time: 7.6215667725
epoch time: 20.7996597290s, input_fired_time: 0.1739714593, output_fired_time: 0.0000000000, propagate_forward_time: 20.1422061920, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4834823608
validation[          , genome  7133] predictions:    9726/  10000 (97.26%), best:    9785/10000 (97.85%), error:       894.45178, best error:       748.79291 on epoch:    54, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 262.6824340820s, input_fired_time: 4.3923006058, output_fired_time: 7.3712244034, propagate_forward_time: 107.5952377319, propagate_backward_time: 136.6874084473, weight_update_time: 0.1596737653, other_time: 6.6362609863
epoch time: 21.6425018311s, input_fired_time: 3.1775555611, output_fired_time: 0.0000000000, propagate_forward_time: 17.9992313385, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4657154083
validation[          , genome  7133] predictions:    9729/  10000 (97.29%), best:    9785/10000 (97.85%), error:       882.15936, best error:       748.79291 on epoch:    54, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 257.8986206055s, input_fired_time: 4.3733868599, output_fired_time: 5.3477988243, propagate_forward_time: 98.6903915405, propagate_backward_time: 146.8868103027, weight_update_time: 0.1563891917, other_time: 2.6002502441
epoch time: 20.5577487946s, input_fired_time: 0.1760243773, output_fired_time: 0.0000000000, propagate_forward_time: 18.9111728668, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4705524445
validation[          , genome  7133] predictions:    9728/  10000 (97.28%), best:    9785/10000 (97.85%), error:       898.01117, best error:       748.79291 on epoch:    54, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 255.6735992432s, input_fired_time: 1.3651006222, output_fired_time: 3.3414871693, propagate_forward_time: 105.6426391602, propagate_backward_time: 138.7061920166, weight_update_time: 0.1552832425, other_time: 6.6181793213
epoch time: 21.6910953522s, input_fired_time: 0.1752406657, output_fired_time: 0.0000000000, propagate_forward_time: 17.0487842560, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.4670696259
validation[          , genome  7133] predictions:    9758/  10000 (97.58%), best:    9785/10000 (97.85%), error:       842.71582, best error:       748.79291 on epoch:    54, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 259.7869262695s, input_fired_time: 1.3948112726, output_fired_time: 3.3704235554, propagate_forward_time: 102.0435256958, propagate_backward_time: 148.3632659912, weight_update_time: 0.1568849534, other_time: 4.6149139404
epoch time: 22.5958766937s, input_fired_time: 0.1769676507, output_fired_time: 0.0000000000, propagate_forward_time: 21.9476852417, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4712238312
validation[          , genome  7133] predictions:    9737/  10000 (97.37%), best:    9785/10000 (97.85%), error:       860.65277, best error:       748.79291 on epoch:    54, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 257.8156127930s, input_fired_time: 5.3798170090, output_fired_time: 2.3687047958, propagate_forward_time: 93.3185958862, propagate_backward_time: 150.1459197998, weight_update_time: 0.1514887661, other_time: 6.6025848389
epoch time: 22.7107734680s, input_fired_time: 0.1789239198, output_fired_time: 0.0000000000, propagate_forward_time: 20.0508937836, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4809551239
validation[          , genome  7133] predictions:    9763/  10000 (97.63%), best:    9785/10000 (97.85%), error:       755.90411, best error:       748.79291 on epoch:    54, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 261.5711364746s, input_fired_time: 5.3794093132, output_fired_time: 3.3653454781, propagate_forward_time: 94.6202468872, propagate_backward_time: 151.5405273438, weight_update_time: 0.1523912698, other_time: 6.6656188965
epoch time: 20.7522182465s, input_fired_time: 1.1804792881, output_fired_time: 0.0000000000, propagate_forward_time: 19.0953884125, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4763507843
validation[          , genome  7133] predictions:    9757/  10000 (97.57%), best:    9785/10000 (97.85%), error:       822.04956, best error:       748.79291 on epoch:    54, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 260.7060852051s, input_fired_time: 4.4168066978, output_fired_time: 3.4074387550, propagate_forward_time: 97.6189575195, propagate_backward_time: 147.6295471191, weight_update_time: 0.1555127054, other_time: 7.6333312988
epoch time: 22.6071739197s, input_fired_time: 0.1769987643, output_fired_time: 0.0000000000, propagate_forward_time: 19.9560699463, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4741058350
validation[          , genome  7133] predictions:    9764/  10000 (97.64%), best:    9785/10000 (97.85%), error:       781.69702, best error:       748.79291 on epoch:    54, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 259.8013000488s, input_fired_time: 8.3853769302, output_fired_time: 3.3495206833, propagate_forward_time: 98.5362930298, propagate_backward_time: 145.9318389893, weight_update_time: 0.1528624296, other_time: 3.5982818604
epoch time: 22.8825321198s, input_fired_time: 0.1856365651, output_fired_time: 0.0000000000, propagate_forward_time: 21.2224121094, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4744834900
validation[          , genome  7133] predictions:    9775/  10000 (97.75%), best:    9785/10000 (97.85%), error:       780.80316, best error:       748.79291 on epoch:    54, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 260.3347167969s, input_fired_time: 4.3936657906, output_fired_time: 3.3809742928, propagate_forward_time: 106.5720672607, propagate_backward_time: 137.3387603760, weight_update_time: 0.1514327228, other_time: 8.6492462158
epoch time: 21.8880920410s, input_fired_time: 0.1861774325, output_fired_time: 0.0000000000, propagate_forward_time: 21.2274227142, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4744911194
validation[          , genome  7133] predictions:    9718/  10000 (97.18%), best:    9785/10000 (97.85%), error:       890.58948, best error:       748.79291 on epoch:    54, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 260.2541198730s, input_fired_time: 3.4035394192, output_fired_time: 3.3734245300, propagate_forward_time: 101.3201370239, propagate_backward_time: 145.5075073242, weight_update_time: 3.1524715424, other_time: 6.6495056152
epoch time: 21.8486003876s, input_fired_time: 0.1814996749, output_fired_time: 0.0000000000, propagate_forward_time: 21.1825790405, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4845218658
validation[          , genome  7133] predictions:    9769/  10000 (97.69%), best:    9769/10000 (97.69%), error:       742.31018, best error:       742.31018 on epoch:    83, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 261.0512084961s, input_fired_time: 1.3826444149, output_fired_time: 1.3630489111, propagate_forward_time: 99.4602661133, propagate_backward_time: 148.2153320313, weight_update_time: 3.1538362503, other_time: 10.6299438477
epoch time: 21.8576488495s, input_fired_time: 0.1762119085, output_fired_time: 0.0000000000, propagate_forward_time: 21.2015151978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4799213409
validation[          , genome  7133] predictions:    9747/  10000 (97.47%), best:    9769/10000 (97.69%), error:       815.14154, best error:       742.31018 on epoch:    83, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 262.4255676270s, input_fired_time: 4.3845357895, output_fired_time: 1.3764243126, propagate_forward_time: 112.5637283325, propagate_backward_time: 138.4740600586, weight_update_time: 0.1559083015, other_time: 5.6268310547
epoch time: 20.7306461334s, input_fired_time: 0.1719875336, output_fired_time: 0.0000000000, propagate_forward_time: 15.0914011002, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.4672574997
validation[          , genome  7133] predictions:    9745/  10000 (97.45%), best:    9769/10000 (97.69%), error:       815.88879, best error:       742.31018 on epoch:    83, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 260.1601867676s, input_fired_time: 4.3917412758, output_fired_time: 9.3669033051, propagate_forward_time: 109.3619537354, propagate_backward_time: 133.3976593018, weight_update_time: 0.1537997872, other_time: 3.6419372559
epoch time: 21.6171855927s, input_fired_time: 0.1744248718, output_fired_time: 0.0000000000, propagate_forward_time: 20.9723644257, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4703960419
validation[          , genome  7133] predictions:    9761/  10000 (97.61%), best:    9769/10000 (97.69%), error:       770.83698, best error:       742.31018 on epoch:    83, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 258.1825256348s, input_fired_time: 3.3790197372, output_fired_time: 7.3555283546, propagate_forward_time: 95.8916702271, propagate_backward_time: 146.9003448486, weight_update_time: 1.1554046869, other_time: 4.6559600830
epoch time: 21.7151660919s, input_fired_time: 0.1746578664, output_fired_time: 0.0000000000, propagate_forward_time: 19.0527381897, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4877700806
validation[          , genome  7133] predictions:    9758/  10000 (97.58%), best:    9769/10000 (97.69%), error:       780.10468, best error:       742.31018 on epoch:    83, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 260.0097656250s, input_fired_time: 3.3942937851, output_fired_time: 2.3845157623, propagate_forward_time: 108.0726470947, propagate_backward_time: 141.5256042480, weight_update_time: 0.1602599323, other_time: 4.6327056885
epoch time: 21.8120117188s, input_fired_time: 0.1781631708, output_fired_time: 0.0000000000, propagate_forward_time: 19.1517601013, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4820880890
validation[          , genome  7133] predictions:    9737/  10000 (97.37%), best:    9769/10000 (97.69%), error:       864.32983, best error:       742.31018 on epoch:    83, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 260.7894592285s, input_fired_time: 3.3765654564, output_fired_time: 6.3468198776, propagate_forward_time: 108.2480545044, propagate_backward_time: 135.1576690674, weight_update_time: 0.1590712517, other_time: 7.6603546143
epoch time: 21.8713397980s, input_fired_time: 0.1876618564, output_fired_time: 0.0000000000, propagate_forward_time: 21.2000541687, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4836235046
validation[          , genome  7133] predictions:    9691/  10000 (96.91%), best:    9769/10000 (97.69%), error:      1052.83838, best error:       742.31018 on epoch:    83, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 263.1152038574s, input_fired_time: 2.3867294788, output_fired_time: 4.3591794968, propagate_forward_time: 85.6392364502, propagate_backward_time: 160.1097412109, weight_update_time: 0.1518040448, other_time: 10.6203155518
epoch time: 21.8358898163s, input_fired_time: 0.1758955866, output_fired_time: 0.0000000000, propagate_forward_time: 17.1673049927, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.4926891327
validation[          , genome  7133] predictions:    9777/  10000 (97.77%), best:    9769/10000 (97.69%), error:       791.24127, best error:       742.31018 on epoch:    83, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 260.2392883301s, input_fired_time: 5.3948106766, output_fired_time: 4.3721032143, propagate_forward_time: 84.3423385620, propagate_backward_time: 157.4681243896, weight_update_time: 0.1491831988, other_time: 8.6619110107
epoch time: 21.8185520172s, input_fired_time: 0.1795608401, output_fired_time: 0.0000000000, propagate_forward_time: 18.1588993073, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.4800910950
validation[          , genome  7133] predictions:    9744/  10000 (97.44%), best:    9769/10000 (97.69%), error:       828.94556, best error:       742.31018 on epoch:    83, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 260.8558959961s, input_fired_time: 1.3898354769, output_fired_time: 3.3724913597, propagate_forward_time: 110.3151092529, propagate_backward_time: 137.1808166504, weight_update_time: 0.1509970129, other_time: 8.5976409912
epoch time: 19.4620933533s, input_fired_time: 0.1739639938, output_fired_time: 0.0000000000, propagate_forward_time: 18.8147525787, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4733772278
validation[          , genome  7133] predictions:    9761/  10000 (97.61%), best:    9769/10000 (97.69%), error:       818.76184, best error:       742.31018 on epoch:    83, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 260.6379394531s, input_fired_time: 3.3803329468, output_fired_time: 3.3546624184, propagate_forward_time: 108.0416488647, propagate_backward_time: 137.2406921387, weight_update_time: 0.1580635905, other_time: 8.6206054688
epoch time: 20.6887531281s, input_fired_time: 0.1740843058, output_fired_time: 0.0000000000, propagate_forward_time: 18.0180778503, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4965915680
validation[          , genome  7133] predictions:    9750/  10000 (97.50%), best:    9769/10000 (97.69%), error:       850.69629, best error:       742.31018 on epoch:    83, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 253.3802642822s, input_fired_time: 3.3907122612, output_fired_time: 1.3639662266, propagate_forward_time: 94.0930938721, propagate_backward_time: 146.8846130371, weight_update_time: 0.1475413293, other_time: 7.6478729248
epoch time: 22.5697898865s, input_fired_time: 0.1785441488, output_fired_time: 0.0000000000, propagate_forward_time: 20.9123821259, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4788627625
validation[          , genome  7133] predictions:    9710/  10000 (97.10%), best:    9769/10000 (97.69%), error:       971.67041, best error:       742.31018 on epoch:    83, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 260.4243164063s, input_fired_time: 1.3896169662, output_fired_time: 1.3597252369, propagate_forward_time: 102.4500274658, propagate_backward_time: 145.6032257080, weight_update_time: 0.1494808048, other_time: 9.6217346191
epoch time: 21.7200698853s, input_fired_time: 0.1781391948, output_fired_time: 0.0000000000, propagate_forward_time: 21.0570869446, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4848442078
validation[          , genome  7133] predictions:    9654/  10000 (96.54%), best:    9769/10000 (97.69%), error:      1163.73425, best error:       742.31018 on epoch:    83, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 259.7892456055s, input_fired_time: 1.3778338432, output_fired_time: 3.3670935631, propagate_forward_time: 95.1866302490, propagate_backward_time: 154.2720642090, weight_update_time: 0.1506365538, other_time: 5.5856170654
epoch time: 22.7744350433s, input_fired_time: 0.1791092306, output_fired_time: 0.0000000000, propagate_forward_time: 22.1080703735, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4872550964
validation[          , genome  7133] predictions:    9751/  10000 (97.51%), best:    9769/10000 (97.69%), error:       847.79974, best error:       742.31018 on epoch:    83, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 260.1078186035s, input_fired_time: 2.3825638294, output_fired_time: 2.3503787518, propagate_forward_time: 100.3754425049, propagate_backward_time: 150.3836364746, weight_update_time: 2.1594157219, other_time: 4.6157989502
epoch time: 20.5344314575s, input_fired_time: 0.1784483790, output_fired_time: 0.0000000000, propagate_forward_time: 18.8805465698, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4754371643
validation[          , genome  7133] predictions:    9699/  10000 (96.99%), best:    9769/10000 (97.69%), error:       950.94690, best error:       742.31018 on epoch:    83, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 260.1293640137s, input_fired_time: 10.3866157532, output_fired_time: 3.3784310818, propagate_forward_time: 92.4138183594, propagate_backward_time: 148.3544158936, weight_update_time: 0.1567256898, other_time: 5.5960845947
epoch time: 21.7925186157s, input_fired_time: 0.1777924448, output_fired_time: 0.0000000000, propagate_forward_time: 20.1351356506, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4795913696
validation[          , genome  7133] predictions:    9763/  10000 (97.63%), best:    9769/10000 (97.69%), error:       806.72900, best error:       742.31018 on epoch:    83, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 260.1842956543s, input_fired_time: 3.3836929798, output_fired_time: 1.3889093399, propagate_forward_time: 103.1315917969, propagate_backward_time: 144.6324005127, weight_update_time: 0.1577034593, other_time: 7.6476898193
epoch time: 22.9625759125s, input_fired_time: 0.1870884001, output_fired_time: 0.0000000000, propagate_forward_time: 20.2892875671, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4862003326
validation[          , genome  7133] predictions:    9742/  10000 (97.42%), best:    9769/10000 (97.69%), error:       840.45038, best error:       742.31018 on epoch:    83, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 262.6118469238s, input_fired_time: 5.4044127464, output_fired_time: 3.3737504482, propagate_forward_time: 101.3892059326, propagate_backward_time: 143.8247375488, weight_update_time: 2.1503839493, other_time: 8.6197357178
epoch time: 22.0109214783s, input_fired_time: 0.1825035512, output_fired_time: 0.0000000000, propagate_forward_time: 21.3406562805, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4877624512
validation[          , genome  7133] predictions:    9774/  10000 (97.74%), best:    9769/10000 (97.69%), error:       752.58850, best error:       742.31018 on epoch:    83, 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: 110.1331710815s, input_fired_time: 1.8828231096, output_fired_time: 0.0000000000, propagate_forward_time: 98.7838363647, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 9.4665145874
best training[          , genome  7133] predictions:   49589/  50000 (99.18%), best:    9769/10000 (97.69%), error:      1620.49597, best error:       742.31018 on epoch:    83, 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: 24.4412078857s, input_fired_time: 0.1769739389, output_fired_time: 0.0000000000, propagate_forward_time: 20.2059669495, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.0582675934
   testing[          , genome  7133] predictions:    9781/  10000 (97.81%), best:    9769/10000 (97.69%), error:       740.00006, best error:       742.31018 on epoch:    83, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
01:54:13 (8264): called boinc_finish(0)

</stderr_txt>
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