Nameexact_genome_1512568488_45_6669_0
Workunit2604596
Created7 Dec 2017, 21:13:17 UTC
Sent7 Dec 2017, 21:16:40 UTC
Report deadline17 Dec 2017, 13:06:34 UTC
Received8 Dec 2017, 13:37:33 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID55826
Run time5 hours 48 min 7 sec
CPU time5 hours 42 min 52 sec
Validate stateValid
Credit2,414.91
Device peak FLOPS2.11 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size152.19 MB
Peak swap size153.02 MB
Peak disk usage1.31 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
05s, input_fired_time: 0.1926614642, output_fired_time: 0.0000000000, propagate_forward_time: 14.0165634155, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5609140396
validation[          , genome  6669] predictions:    9717/  10000 (97.17%), best:    9761/10000 (97.61%), error:       925.83948, best error:       830.42651 on epoch:    10, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 189.6886138916s, input_fired_time: 1.8075981140, output_fired_time: 1.1733418703, propagate_forward_time: 70.7205734253, propagate_backward_time: 107.7758941650, weight_update_time: 0.1875835657, other_time: 8.2112045288
epoch time: 15.8110122681s, input_fired_time: 0.1853777766, output_fired_time: 0.0000000000, propagate_forward_time: 14.0744962692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5511379242
validation[          , genome  6669] predictions:    9700/  10000 (97.00%), best:    9761/10000 (97.61%), error:       955.29498, best error:       830.42651 on epoch:    10, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 189.6160125732s, input_fired_time: 1.7899276018, output_fired_time: 1.2024484873, propagate_forward_time: 70.6730194092, propagate_backward_time: 107.7405624390, weight_update_time: 0.1884728372, other_time: 8.2100448608
epoch time: 16.0889301300s, input_fired_time: 0.2052797973, output_fired_time: 0.0000000000, propagate_forward_time: 14.3106470108, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5730037689
validation[          , genome  6669] predictions:    9765/  10000 (97.65%), best:    9765/10000 (97.65%), error:       789.68768, best error:       789.68768 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 188.2192382812s, input_fired_time: 1.7798758745, output_fired_time: 1.1808757782, propagate_forward_time: 70.1806945801, propagate_backward_time: 106.9622879028, weight_update_time: 0.1870023459, other_time: 8.1155014038
epoch time: 15.9402360916s, input_fired_time: 0.1912468523, output_fired_time: 0.0000000000, propagate_forward_time: 14.1889734268, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5600156784
validation[          , genome  6669] predictions:    9727/  10000 (97.27%), best:    9765/10000 (97.65%), error:       911.13354, best error:       789.68768 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 188.5957641602s, input_fired_time: 1.7854374647, output_fired_time: 1.1691348553, propagate_forward_time: 70.3750000000, propagate_backward_time: 107.1047897339, weight_update_time: 0.1876032799, other_time: 8.1614151001
epoch time: 15.8055372238s, input_fired_time: 0.1921189278, output_fired_time: 0.0000000000, propagate_forward_time: 14.0390167236, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5744018555
validation[          , genome  6669] predictions:    9755/  10000 (97.55%), best:    9765/10000 (97.65%), error:       854.13940, best error:       789.68768 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 188.8001708984s, input_fired_time: 1.8075033426, output_fired_time: 1.1919986010, propagate_forward_time: 70.4725723267, propagate_backward_time: 107.1568756104, weight_update_time: 0.1867188662, other_time: 8.1712112427
epoch time: 15.8658008575s, input_fired_time: 0.1975588351, output_fired_time: 0.0000000000, propagate_forward_time: 14.1114435196, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5567989349
validation[          , genome  6669] predictions:    9743/  10000 (97.43%), best:    9765/10000 (97.65%), error:       856.05096, best error:       789.68768 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 188.8591003418s, input_fired_time: 1.7962830067, output_fired_time: 1.1693718433, propagate_forward_time: 70.4936218262, propagate_backward_time: 107.2369003296, weight_update_time: 0.1879663765, other_time: 8.1629257202
epoch time: 15.8777151108s, input_fired_time: 0.1920428574, output_fired_time: 0.0000000000, propagate_forward_time: 14.1210975647, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5645742416
validation[          , genome  6669] predictions:    9795/  10000 (97.95%), best:    9795/10000 (97.95%), error:       733.14221, best error:       733.14221 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 189.5330657959s, input_fired_time: 1.7806750536, output_fired_time: 1.1772027016, propagate_forward_time: 70.8514862061, propagate_backward_time: 107.5180664062, weight_update_time: 0.1866712123, other_time: 8.2056427002
epoch time: 16.1993103027s, input_fired_time: 0.1898389012, output_fired_time: 0.0000000000, propagate_forward_time: 14.4235305786, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5859413147
validation[          , genome  6669] predictions:    9771/  10000 (97.71%), best:    9795/10000 (97.95%), error:       740.48920, best error:       733.14221 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 188.5347595215s, input_fired_time: 1.7804901600, output_fired_time: 1.1665790081, propagate_forward_time: 70.7009429932, propagate_backward_time: 106.7425155640, weight_update_time: 0.1875959188, other_time: 8.1442337036
epoch time: 15.9956960678s, input_fired_time: 0.1937428862, output_fired_time: 0.0000000000, propagate_forward_time: 14.2314949036, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5704584122
validation[          , genome  6669] predictions:    9726/  10000 (97.26%), best:    9795/10000 (97.95%), error:       893.61194, best error:       733.14221 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 189.0511474609s, input_fired_time: 1.7995101213, output_fired_time: 1.1795835495, propagate_forward_time: 70.7296905518, propagate_backward_time: 107.1842346191, weight_update_time: 0.1888757348, other_time: 8.1581268311
epoch time: 15.8101930618s, input_fired_time: 0.1914047003, output_fired_time: 0.0000000000, propagate_forward_time: 14.0588922501, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5598964691
validation[          , genome  6669] predictions:    9722/  10000 (97.22%), best:    9795/10000 (97.95%), error:       881.52051, best error:       733.14221 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 189.5849151611s, input_fired_time: 1.8106567860, output_fired_time: 1.2001484632, propagate_forward_time: 70.9403533936, propagate_backward_time: 107.4601669312, weight_update_time: 0.1878458112, other_time: 8.1735916138
epoch time: 15.9861087799s, input_fired_time: 0.1992351860, output_fired_time: 0.0000000000, propagate_forward_time: 14.2083225250, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5785512924
validation[          , genome  6669] predictions:    9681/  10000 (96.81%), best:    9795/10000 (97.95%), error:      1020.20471, best error:       733.14221 on epoch:    20, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 188.6392974854s, input_fired_time: 1.7891986370, output_fired_time: 1.1650366783, propagate_forward_time: 70.3696060181, propagate_backward_time: 107.1381759644, weight_update_time: 0.1876396090, other_time: 8.1772766113
epoch time: 15.7841968536s, input_fired_time: 0.1919624507, output_fired_time: 0.0000000000, propagate_forward_time: 14.0417051315, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5505294800
validation[          , genome  6669] predictions:    9711/  10000 (97.11%), best:    9795/10000 (97.95%), error:       919.16235, best error:       733.14221 on epoch:    20, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 189.8341064453s, input_fired_time: 1.9251900911, output_fired_time: 1.1812484264, propagate_forward_time: 70.8939666748, propagate_backward_time: 107.6188049316, weight_update_time: 0.1968007982, other_time: 8.2149047852
epoch time: 16.1443233490s, input_fired_time: 0.1904826611, output_fired_time: 0.0000000000, propagate_forward_time: 14.3607206345, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5931196213
validation[          , genome  6669] predictions:    9767/  10000 (97.67%), best:    9795/10000 (97.95%), error:       762.08453, best error:       733.14221 on epoch:    20, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 189.5037841797s, input_fired_time: 1.8770679235, output_fired_time: 1.1789556742, propagate_forward_time: 70.6705245972, propagate_backward_time: 107.5356979370, weight_update_time: 0.1877121180, other_time: 8.2415313721
epoch time: 15.9980859756s, input_fired_time: 0.2520194352, output_fired_time: 0.0000000000, propagate_forward_time: 14.1630277634, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5830383301
validation[          , genome  6669] predictions:    9715/  10000 (97.15%), best:    9795/10000 (97.95%), error:       888.65271, best error:       733.14221 on epoch:    20, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 188.3248138428s, input_fired_time: 1.8012192249, output_fired_time: 1.1728322506, propagate_forward_time: 70.4366912842, propagate_backward_time: 106.7471923828, weight_update_time: 0.1896892190, other_time: 8.1668701172
epoch time: 15.5782089233s, input_fired_time: 0.1873138696, output_fired_time: 0.0000000000, propagate_forward_time: 13.8091373444, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5817575455
validation[          , genome  6669] predictions:    9774/  10000 (97.74%), best:    9795/10000 (97.95%), error:       769.99146, best error:       733.14221 on epoch:    20, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 189.5508270264s, input_fired_time: 1.8157132864, output_fired_time: 1.1705181599, propagate_forward_time: 70.8941574097, propagate_backward_time: 107.5271682739, weight_update_time: 0.1879170537, other_time: 8.1432647705
epoch time: 15.8396501541s, input_fired_time: 0.2023478597, output_fired_time: 0.0000000000, propagate_forward_time: 14.0733108521, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5639915466
validation[          , genome  6669] predictions:    9752/  10000 (97.52%), best:    9795/10000 (97.95%), error:       748.62885, best error:       733.14221 on epoch:    20, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 189.1392364502s, input_fired_time: 1.8009886742, output_fired_time: 1.1884998083, propagate_forward_time: 70.5527267456, propagate_backward_time: 107.4836502075, weight_update_time: 0.1879283637, other_time: 8.1133575439
epoch time: 15.9854459763s, input_fired_time: 0.1930651814, output_fired_time: 0.0000000000, propagate_forward_time: 14.2405691147, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5518112183
validation[          , genome  6669] predictions:    9781/  10000 (97.81%), best:    9795/10000 (97.95%), error:       776.35834, best error:       733.14221 on epoch:    20, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 189.0778350830s, input_fired_time: 1.8105423450, output_fired_time: 1.1796702147, propagate_forward_time: 70.4692840576, propagate_backward_time: 107.4728164673, weight_update_time: 0.1874037534, other_time: 8.1455154419
epoch time: 15.7983303070s, input_fired_time: 0.1926682591, output_fired_time: 0.0000000000, propagate_forward_time: 14.0654144287, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5402479172
validation[          , genome  6669] predictions:    9780/  10000 (97.80%), best:    9780/10000 (97.80%), error:       701.65594, best error:       701.65594 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 189.9309387207s, input_fired_time: 1.8075673580, output_fired_time: 1.1896865368, propagate_forward_time: 70.8574600220, propagate_backward_time: 107.9444351196, weight_update_time: 0.1875369251, other_time: 8.1317901611
epoch time: 15.8163671494s, input_fired_time: 0.1988348961, output_fired_time: 0.0000000000, propagate_forward_time: 14.0532674789, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5642652512
validation[          , genome  6669] predictions:    9776/  10000 (97.76%), best:    9780/10000 (97.80%), error:       726.30078, best error:       701.65594 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 189.7440338135s, input_fired_time: 1.7910215855, output_fired_time: 1.1699508429, propagate_forward_time: 70.7008056641, propagate_backward_time: 107.9939041138, weight_update_time: 0.1869282275, other_time: 8.0883560181
epoch time: 16.0830516815s, input_fired_time: 0.1977570206, output_fired_time: 0.0000000000, propagate_forward_time: 14.2925376892, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5927572250
validation[          , genome  6669] predictions:    9762/  10000 (97.62%), best:    9780/10000 (97.80%), error:       757.56696, best error:       701.65594 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 189.7381439209s, input_fired_time: 1.8038300276, output_fired_time: 1.1752719879, propagate_forward_time: 70.9379196167, propagate_backward_time: 107.6928558350, weight_update_time: 0.1877604723, other_time: 8.1282577515
epoch time: 15.9746046066s, input_fired_time: 0.1949238181, output_fired_time: 0.0000000000, propagate_forward_time: 14.2208442688, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5588369370
validation[          , genome  6669] predictions:    9772/  10000 (97.72%), best:    9780/10000 (97.80%), error:       714.96503, best error:       701.65594 on epoch:    31, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 190.5937042236s, input_fired_time: 1.8556263447, output_fired_time: 1.1724194288, propagate_forward_time: 71.0336074829, propagate_backward_time: 108.3302841187, weight_update_time: 0.1877639890, other_time: 8.2017669678
epoch time: 15.9173240662s, input_fired_time: 0.1959537715, output_fired_time: 0.0000000000, propagate_forward_time: 14.1613779068, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5599927902
validation[          , genome  6669] predictions:    9794/  10000 (97.94%), best:    9794/10000 (97.94%), error:       675.52057, best error:       675.52057 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 189.9225006104s, input_fired_time: 1.8114035130, output_fired_time: 1.1695877314, propagate_forward_time: 70.5962142944, propagate_backward_time: 108.2203826904, weight_update_time: 0.1917601824, other_time: 8.1249160767
epoch time: 15.8959302902s, input_fired_time: 0.1948784441, output_fired_time: 0.0000000000, propagate_forward_time: 14.1250963211, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5759553909
validation[          , genome  6669] predictions:    9793/  10000 (97.93%), best:    9794/10000 (97.94%), error:       699.91284, best error:       675.52057 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 188.9800415039s, input_fired_time: 1.7935773134, output_fired_time: 1.1709827185, propagate_forward_time: 70.5346908569, propagate_backward_time: 107.3880004883, weight_update_time: 0.1920558214, other_time: 8.0927810669
epoch time: 15.9216814041s, input_fired_time: 0.1950899810, output_fired_time: 0.0000000000, propagate_forward_time: 14.1606960297, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5658950806
validation[          , genome  6669] predictions:    9800/  10000 (98.00%), best:    9794/10000 (97.94%), error:       676.25818, best error:       675.52057 on epoch:    35, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 190.0517425537s, input_fired_time: 1.7985830307, output_fired_time: 1.1682652235, propagate_forward_time: 70.9544830322, propagate_backward_time: 107.9276580811, weight_update_time: 0.1870320290, other_time: 8.2027587891
epoch time: 15.8890304565s, input_fired_time: 0.2093721479, output_fired_time: 0.0000000000, propagate_forward_time: 14.1103754044, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5692825317
validation[          , genome  6669] predictions:    9761/  10000 (97.61%), best:    9794/10000 (97.94%), error:       771.16705, best error:       675.52057 on epoch:    35, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 190.0601501465s, input_fired_time: 1.8208655119, output_fired_time: 1.2022639513, propagate_forward_time: 70.9954910278, propagate_backward_time: 107.7560653687, weight_update_time: 0.1879628897, other_time: 8.2854614258
epoch time: 15.7959909439s, input_fired_time: 0.1945873499, output_fired_time: 0.0000000000, propagate_forward_time: 14.0493040085, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5520992279
validation[          , genome  6669] predictions:    9777/  10000 (97.77%), best:    9794/10000 (97.94%), error:       714.91638, best error:       675.52057 on epoch:    35, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 189.7209014893s, input_fired_time: 1.8201396465, output_fired_time: 1.2149554491, propagate_forward_time: 70.7878799438, propagate_backward_time: 107.7087020874, weight_update_time: 0.1882544309, other_time: 8.1892242432
epoch time: 15.9308347702s, input_fired_time: 0.1965603232, output_fired_time: 0.0000000000, propagate_forward_time: 14.1642789841, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5699958801
validation[          , genome  6669] predictions:    9751/  10000 (97.51%), best:    9794/10000 (97.94%), error:       829.80304, best error:       675.52057 on epoch:    35, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 190.0859375000s, input_fired_time: 1.8278405666, output_fired_time: 1.1731631756, propagate_forward_time: 71.0060119629, propagate_backward_time: 107.9326629639, weight_update_time: 0.1874941736, other_time: 8.1462707520
epoch time: 16.0462570190s, input_fired_time: 0.2000997365, output_fired_time: 0.0000000000, propagate_forward_time: 14.2831907272, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5629663467
validation[          , genome  6669] predictions:    9772/  10000 (97.72%), best:    9794/10000 (97.94%), error:       699.88440, best error:       675.52057 on epoch:    35, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 190.0276184082s, input_fired_time: 1.8466168642, output_fired_time: 1.1923550367, propagate_forward_time: 70.8965301514, propagate_backward_time: 107.8029098511, weight_update_time: 0.1876765937, other_time: 8.2892074585
epoch time: 15.9015598297s, input_fired_time: 0.1990699768, output_fired_time: 0.0000000000, propagate_forward_time: 14.1526212692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5498685837
validation[          , genome  6669] predictions:    9756/  10000 (97.56%), best:    9794/10000 (97.94%), error:       801.24182, best error:       675.52057 on epoch:    35, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 189.6536407471s, input_fired_time: 1.8251676559, output_fired_time: 1.1783875227, propagate_forward_time: 70.8240051270, propagate_backward_time: 107.6565856934, weight_update_time: 0.1875075400, other_time: 8.1694946289
epoch time: 15.8225202560s, input_fired_time: 0.2001623958, output_fired_time: 0.0000000000, propagate_forward_time: 14.0544271469, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5679311752
validation[          , genome  6669] predictions:    9766/  10000 (97.66%), best:    9794/10000 (97.94%), error:       738.02374, best error:       675.52057 on epoch:    35, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 188.9141693115s, input_fired_time: 1.8202407360, output_fired_time: 1.1733236313, propagate_forward_time: 70.5209732056, propagate_backward_time: 107.3329010010, weight_update_time: 0.1900939643, other_time: 8.0667343140
epoch time: 16.0814914703s, input_fired_time: 0.2014154643, output_fired_time: 0.0000000000, propagate_forward_time: 14.3235769272, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5564994812
validation[          , genome  6669] predictions:    9712/  10000 (97.12%), best:    9794/10000 (97.94%), error:       929.66577, best error:       675.52057 on epoch:    35, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 190.2904205322s, input_fired_time: 1.8150452375, output_fired_time: 1.1671518087, propagate_forward_time: 71.1156845093, propagate_backward_time: 108.0349502563, weight_update_time: 0.1996372640, other_time: 8.1575927734
epoch time: 15.8610429764s, input_fired_time: 0.1977555156, output_fired_time: 0.0000000000, propagate_forward_time: 14.0964536667, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5668334961
validation[          , genome  6669] predictions:    9734/  10000 (97.34%), best:    9794/10000 (97.94%), error:       826.43274, best error:       675.52057 on epoch:    35, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 189.9772033691s, input_fired_time: 1.8298979998, output_fired_time: 1.1761385202, propagate_forward_time: 70.9142150879, propagate_backward_time: 107.9234771729, weight_update_time: 0.1876684278, other_time: 8.1334838867
epoch time: 15.9164972305s, input_fired_time: 0.1985313147, output_fired_time: 0.0000000000, propagate_forward_time: 14.1624565125, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5555095673
validation[          , genome  6669] predictions:    9794/  10000 (97.94%), best:    9794/10000 (97.94%), error:       714.39886, best error:       675.52057 on epoch:    35, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 189.5013427734s, input_fired_time: 1.8268672228, output_fired_time: 1.1769459248, propagate_forward_time: 70.5160217285, propagate_backward_time: 107.8846969604, weight_update_time: 0.1887241751, other_time: 8.0968093872
epoch time: 15.8967752457s, input_fired_time: 0.2002755105, output_fired_time: 0.0000000000, propagate_forward_time: 14.1388359070, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5576639175
validation[          , genome  6669] predictions:    9739/  10000 (97.39%), best:    9794/10000 (97.94%), error:       879.95410, best error:       675.52057 on epoch:    35, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 189.6497192383s, input_fired_time: 1.8204278946, output_fired_time: 1.2220448256, propagate_forward_time: 70.6415863037, propagate_backward_time: 107.8334579468, weight_update_time: 0.1874242127, other_time: 8.1321945190
epoch time: 15.9157552719s, input_fired_time: 0.2000011951, output_fired_time: 0.0000000000, propagate_forward_time: 14.1613988876, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5543556213
validation[          , genome  6669] predictions:    9777/  10000 (97.77%), best:    9794/10000 (97.94%), error:       690.47974, best error:       675.52057 on epoch:    35, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 189.8720397949s, input_fired_time: 1.8218408823, output_fired_time: 1.2488818169, propagate_forward_time: 70.6584625244, propagate_backward_time: 107.9920501709, weight_update_time: 0.1879132539, other_time: 8.1508026123
epoch time: 16.0117244720s, input_fired_time: 0.1981376559, output_fired_time: 0.0000000000, propagate_forward_time: 14.2433404922, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5702466965
validation[          , genome  6669] predictions:    9790/  10000 (97.90%), best:    9794/10000 (97.94%), error:       701.09454, best error:       675.52057 on epoch:    35, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 189.9380950928s, input_fired_time: 1.8756937981, output_fired_time: 1.1926233768, propagate_forward_time: 70.9418334961, propagate_backward_time: 107.7107772827, weight_update_time: 0.1952279061, other_time: 8.2171707153
epoch time: 15.9585428238s, input_fired_time: 0.1994558275, output_fired_time: 0.0000000000, propagate_forward_time: 14.1732406616, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5858459473
validation[          , genome  6669] predictions:    9759/  10000 (97.59%), best:    9794/10000 (97.94%), error:       756.11322, best error:       675.52057 on epoch:    35, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 190.7456970215s, input_fired_time: 1.8198431730, output_fired_time: 1.1996104717, propagate_forward_time: 71.0076980591, propagate_backward_time: 108.5656433105, weight_update_time: 0.1871686727, other_time: 8.1529006958
epoch time: 16.1134071350s, input_fired_time: 0.2096235752, output_fired_time: 0.0000000000, propagate_forward_time: 14.3179111481, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5858726501
validation[          , genome  6669] predictions:    9781/  10000 (97.81%), best:    9794/10000 (97.94%), error:       708.53619, best error:       675.52057 on epoch:    35, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 190.0507965088s, input_fired_time: 1.8233228922, output_fired_time: 1.1750577688, propagate_forward_time: 71.3339920044, propagate_backward_time: 107.5871047974, weight_update_time: 0.1948829293, other_time: 8.1313171387
epoch time: 16.2108821869s, input_fired_time: 0.1963450611, output_fired_time: 0.0000000000, propagate_forward_time: 14.4359884262, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5785493851
validation[          , genome  6669] predictions:    9757/  10000 (97.57%), best:    9794/10000 (97.94%), error:       854.73761, best error:       675.52057 on epoch:    35, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 188.7929992676s, input_fired_time: 1.8252831697, output_fired_time: 1.1689554453, propagate_forward_time: 70.3576049805, propagate_backward_time: 107.3270645142, weight_update_time: 0.1908887178, other_time: 8.1140823364
epoch time: 16.0304946899s, input_fired_time: 0.1994101703, output_fired_time: 0.0000000000, propagate_forward_time: 14.2479457855, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5831384659
validation[          , genome  6669] predictions:    9784/  10000 (97.84%), best:    9794/10000 (97.94%), error:       688.93329, best error:       675.52057 on epoch:    35, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 190.2334136963s, input_fired_time: 1.8271032572, output_fired_time: 1.1738083363, propagate_forward_time: 71.1193466187, propagate_backward_time: 107.9348831177, weight_update_time: 0.1951567829, other_time: 8.1782684326
epoch time: 15.8966550827s, input_fired_time: 0.2009230256, output_fired_time: 0.0000000000, propagate_forward_time: 14.1208314896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5749006271
validation[          , genome  6669] predictions:    9737/  10000 (97.37%), best:    9794/10000 (97.94%), error:       836.14484, best error:       675.52057 on epoch:    35, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 189.7371215820s, input_fired_time: 1.8420737982, output_fired_time: 1.1712344885, propagate_forward_time: 70.7224502563, propagate_backward_time: 107.9065856934, weight_update_time: 0.1877707839, other_time: 8.0947799683
epoch time: 15.9294490814s, input_fired_time: 0.2086433321, output_fired_time: 0.0000000000, propagate_forward_time: 14.1624288559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5583772659
validation[          , genome  6669] predictions:    9780/  10000 (97.80%), best:    9794/10000 (97.94%), error:       756.49646, best error:       675.52057 on epoch:    35, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 189.5773925781s, input_fired_time: 1.9202153683, output_fired_time: 1.1704665422, propagate_forward_time: 71.0897750854, propagate_backward_time: 107.1787643433, weight_update_time: 0.1875375807, other_time: 8.2181701660
epoch time: 15.9636611938s, input_fired_time: 0.2022980452, output_fired_time: 0.0000000000, propagate_forward_time: 14.2062292099, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5551338196
validation[          , genome  6669] predictions:    9766/  10000 (97.66%), best:    9794/10000 (97.94%), error:       754.76404, best error:       675.52057 on epoch:    35, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 189.8889617920s, input_fired_time: 1.8497955799, output_fired_time: 1.1838303804, propagate_forward_time: 70.8583297729, propagate_backward_time: 107.7991104126, weight_update_time: 0.1912129968, other_time: 8.1978912354
epoch time: 16.0932998657s, input_fired_time: 0.2018074691, output_fired_time: 0.0000000000, propagate_forward_time: 14.3225698471, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5689229965
validation[          , genome  6669] predictions:    9769/  10000 (97.69%), best:    9794/10000 (97.94%), error:       732.85199, best error:       675.52057 on epoch:    35, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 190.7283172607s, input_fired_time: 1.8659999371, output_fired_time: 1.1730585098, propagate_forward_time: 71.3254699707, propagate_backward_time: 108.1524581909, weight_update_time: 0.1874006689, other_time: 8.2113265991
epoch time: 16.2736148834s, input_fired_time: 0.2240850478, output_fired_time: 0.0000000000, propagate_forward_time: 14.4823637009, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5671663284
validation[          , genome  6669] predictions:    9775/  10000 (97.75%), best:    9794/10000 (97.94%), error:       770.51483, best error:       675.52057 on epoch:    35, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 189.8206939697s, input_fired_time: 1.8289644718, output_fired_time: 1.1823787689, propagate_forward_time: 70.7464599609, propagate_backward_time: 107.9074630737, weight_update_time: 0.1872813404, other_time: 8.1554336548
epoch time: 16.2071647644s, input_fired_time: 0.2243430763, output_fired_time: 0.0000000000, propagate_forward_time: 14.4055852890, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5772361755
validation[          , genome  6669] predictions:    9686/  10000 (96.86%), best:    9794/10000 (97.94%), error:       962.14807, best error:       675.52057 on epoch:    35, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 189.5112457275s, input_fired_time: 1.8434126377, output_fired_time: 1.1797840595, propagate_forward_time: 70.5604019165, propagate_backward_time: 107.7274932861, weight_update_time: 0.1873689741, other_time: 8.2001571655
epoch time: 15.9334897995s, input_fired_time: 0.2006917447, output_fired_time: 0.0000000000, propagate_forward_time: 14.1763191223, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5564785004
validation[          , genome  6669] predictions:    9761/  10000 (97.61%), best:    9794/10000 (97.94%), error:       765.42871, best error:       675.52057 on epoch:    35, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 189.7487182617s, input_fired_time: 1.8870246410, output_fired_time: 1.1689034700, propagate_forward_time: 71.3133697510, propagate_backward_time: 107.2544174194, weight_update_time: 0.1873657256, other_time: 8.1250076294
epoch time: 15.8706073761s, input_fired_time: 0.2058960199, output_fired_time: 0.0000000000, propagate_forward_time: 14.1064958572, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5582151413
validation[          , genome  6669] predictions:    9745/  10000 (97.45%), best:    9794/10000 (97.94%), error:       821.49719, best error:       675.52057 on epoch:    35, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 190.2814941406s, input_fired_time: 1.8465178013, output_fired_time: 1.1766558886, propagate_forward_time: 71.0709609985, propagate_backward_time: 108.0359039307, weight_update_time: 0.1879761219, other_time: 8.1514663696
epoch time: 16.1569614410s, input_fired_time: 0.2075246572, output_fired_time: 0.0000000000, propagate_forward_time: 14.3571147919, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5923223495
validation[          , genome  6669] predictions:    9707/  10000 (97.07%), best:    9794/10000 (97.94%), error:       898.46277, best error:       675.52057 on epoch:    35, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 189.6859893799s, input_fired_time: 1.8343489170, output_fired_time: 1.1873023510, propagate_forward_time: 70.6863021851, propagate_backward_time: 107.7796478271, weight_update_time: 0.1874834150, other_time: 8.1983871460
epoch time: 15.8701000214s, input_fired_time: 0.2047511190, output_fired_time: 0.0000000000, propagate_forward_time: 14.1108541489, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5544948578
validation[          , genome  6669] predictions:    9792/  10000 (97.92%), best:    9792/10000 (97.92%), error:       664.66260, best error:       664.66260 on epoch:    63, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 191.5998535156s, input_fired_time: 1.8526130915, output_fired_time: 1.2720241547, propagate_forward_time: 71.3919219971, propagate_backward_time: 108.7566604614, weight_update_time: 0.1875758767, other_time: 8.3266372681
epoch time: 16.2663879395s, input_fired_time: 0.2052075267, output_fired_time: 0.0000000000, propagate_forward_time: 14.4494314194, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6117486954
validation[          , genome  6669] predictions:    9760/  10000 (97.60%), best:    9792/10000 (97.92%), error:       731.17566, best error:       664.66260 on epoch:    63, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 192.0080566406s, input_fired_time: 1.8832726479, output_fired_time: 1.2103233337, propagate_forward_time: 71.7548141479, propagate_backward_time: 108.8915328979, weight_update_time: 0.1875562221, other_time: 8.2681121826
epoch time: 15.9933929443s, input_fired_time: 0.2096631378, output_fired_time: 0.0000000000, propagate_forward_time: 14.2004423141, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5832872391
validation[          , genome  6669] predictions:    9772/  10000 (97.72%), best:    9792/10000 (97.92%), error:       699.66315, best error:       664.66260 on epoch:    63, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 190.6815795898s, input_fired_time: 1.8416353464, output_fired_time: 1.3293150663, propagate_forward_time: 71.2745132446, propagate_backward_time: 108.1068191528, weight_update_time: 0.1954578161, other_time: 8.1293029785
epoch time: 15.8142738342s, input_fired_time: 0.2004137784, output_fired_time: 0.0000000000, propagate_forward_time: 14.0478639603, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5659961700
validation[          , genome  6669] predictions:    9755/  10000 (97.55%), best:    9792/10000 (97.92%), error:       754.58026, best error:       664.66260 on epoch:    63, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 190.1484985352s, input_fired_time: 1.8500310183, output_fired_time: 1.1973282099, propagate_forward_time: 70.8018264771, propagate_backward_time: 108.1254806519, weight_update_time: 0.1972372979, other_time: 8.1738281250
epoch time: 16.0165691376s, input_fired_time: 0.2029406726, output_fired_time: 0.0000000000, propagate_forward_time: 14.2419242859, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5717039108
validation[          , genome  6669] predictions:    9771/  10000 (97.71%), best:    9792/10000 (97.92%), error:       798.89886, best error:       664.66260 on epoch:    63, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 190.5977630615s, input_fired_time: 1.8496958017, output_fired_time: 1.1912559271, propagate_forward_time: 71.3112182617, propagate_backward_time: 107.9901504517, weight_update_time: 0.1872788519, other_time: 8.2554397583
epoch time: 15.9743728638s, input_fired_time: 0.2035055459, output_fired_time: 0.0000000000, propagate_forward_time: 14.2229509354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5479164124
validation[          , genome  6669] predictions:    9761/  10000 (97.61%), best:    9792/10000 (97.92%), error:       758.44434, best error:       664.66260 on epoch:    63, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 190.8471374512s, input_fired_time: 1.9373919964, output_fired_time: 1.1773498058, propagate_forward_time: 71.2835998535, propagate_backward_time: 108.2066955566, weight_update_time: 0.1953538060, other_time: 8.2420959473
epoch time: 15.9725809097s, input_fired_time: 0.2047927827, output_fired_time: 0.0000000000, propagate_forward_time: 14.2087364197, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5590515137
validation[          , genome  6669] predictions:    9793/  10000 (97.93%), best:    9793/10000 (97.93%), error:       653.71344, best error:       653.71344 on epoch:    69, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 190.3219604492s, input_fired_time: 1.8853673935, output_fired_time: 1.1878412962, propagate_forward_time: 70.9655303955, propagate_backward_time: 108.1442031860, weight_update_time: 0.1875310242, other_time: 8.1390304565
epoch time: 15.9801425934s, input_fired_time: 0.2044881135, output_fired_time: 0.0000000000, propagate_forward_time: 14.2234601974, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5521945953
validation[          , genome  6669] predictions:    9791/  10000 (97.91%), best:    9793/10000 (97.93%), error:       690.77393, best error:       653.71344 on epoch:    69, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 189.6271820068s, input_fired_time: 1.8430927992, output_fired_time: 1.1730356216, propagate_forward_time: 70.9261856079, propagate_backward_time: 107.5668640137, weight_update_time: 0.1880432665, other_time: 8.1180038452
epoch time: 15.9929180145s, input_fired_time: 0.2119167149, output_fired_time: 0.0000000000, propagate_forward_time: 14.2110891342, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5699119568
validation[          , genome  6669] predictions:    9799/  10000 (97.99%), best:    9793/10000 (97.93%), error:       653.84778, best error:       653.71344 on epoch:    69, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 189.7162475586s, input_fired_time: 1.8397444487, output_fired_time: 1.1775332689, propagate_forward_time: 70.8011474609, propagate_backward_time: 107.7606048584, weight_update_time: 0.1870928556, other_time: 8.1372222900
epoch time: 16.1036167145s, input_fired_time: 0.2046384066, output_fired_time: 0.0000000000, propagate_forward_time: 14.3361272812, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5628509521
validation[          , genome  6669] predictions:    9761/  10000 (97.61%), best:    9793/10000 (97.93%), error:       779.93933, best error:       653.71344 on epoch:    69, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 189.6356964111s, input_fired_time: 1.8381581306, output_fired_time: 1.2123446465, propagate_forward_time: 70.8778686523, propagate_backward_time: 107.5905990601, weight_update_time: 0.1864870638, other_time: 8.1167221069
epoch time: 15.8931303024s, input_fired_time: 0.2085961103, output_fired_time: 0.0000000000, propagate_forward_time: 14.1248321533, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5597019196
validation[          , genome  6669] predictions:    9705/  10000 (97.05%), best:    9793/10000 (97.93%), error:       892.18719, best error:       653.71344 on epoch:    69, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 189.0408477783s, input_fired_time: 1.8436981440, output_fired_time: 1.1659824848, propagate_forward_time: 70.3921661377, propagate_backward_time: 107.4827194214, weight_update_time: 0.1871498376, other_time: 8.1562728882
epoch time: 16.0545787811s, input_fired_time: 0.2039238513, output_fired_time: 0.0000000000, propagate_forward_time: 14.2630863190, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5875682831
validation[          , genome  6669] predictions:    9764/  10000 (97.64%), best:    9793/10000 (97.93%), error:       774.04279, best error:       653.71344 on epoch:    69, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 189.8501434326s, input_fired_time: 1.8750132322, output_fired_time: 1.1708173752, propagate_forward_time: 70.8455886841, propagate_backward_time: 107.8203887939, weight_update_time: 0.1870180964, other_time: 8.1383285522
epoch time: 16.1569881439s, input_fired_time: 0.2039745748, output_fired_time: 0.0000000000, propagate_forward_time: 14.3908433914, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5621700287
validation[          , genome  6669] predictions:    9788/  10000 (97.88%), best:    9793/10000 (97.93%), error:       689.10083, best error:       653.71344 on epoch:    69, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 190.3184356689s, input_fired_time: 1.8489938974, output_fired_time: 1.1758973598, propagate_forward_time: 71.1513214111, propagate_backward_time: 107.9649734497, weight_update_time: 0.1889525205, other_time: 8.1772384644
epoch time: 16.0955123901s, input_fired_time: 0.2050964385, output_fired_time: 0.0000000000, propagate_forward_time: 14.3348970413, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5555191040
validation[          , genome  6669] predictions:    9777/  10000 (97.77%), best:    9793/10000 (97.93%), error:       753.41492, best error:       653.71344 on epoch:    69, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 189.7960815430s, input_fired_time: 1.8585757017, output_fired_time: 1.1778694391, propagate_forward_time: 70.9491653442, propagate_backward_time: 107.7397460938, weight_update_time: 0.1875868291, other_time: 8.0707168579
epoch time: 16.0433273315s, input_fired_time: 0.2046931982, output_fired_time: 0.0000000000, propagate_forward_time: 14.2701807022, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5684537888
validation[          , genome  6669] predictions:    9810/  10000 (98.10%), best:    9810/10000 (98.10%), error:       651.41888, best error:       651.41888 on epoch:    77, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 189.5956268311s, input_fired_time: 1.8393970728, output_fired_time: 1.1929275990, propagate_forward_time: 70.6485519409, propagate_backward_time: 107.6849060059, weight_update_time: 0.1864604652, other_time: 8.2298355103
epoch time: 16.0434494019s, input_fired_time: 0.2763166130, output_fired_time: 0.0000000000, propagate_forward_time: 14.2104806900, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5566520691
validation[          , genome  6669] predictions:    9782/  10000 (97.82%), best:    9810/10000 (98.10%), error:       723.95312, best error:       651.41888 on epoch:    77, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 189.6192932129s, input_fired_time: 1.8708503246, output_fired_time: 1.1677154303, propagate_forward_time: 70.9015655518, propagate_backward_time: 107.6203384399, weight_update_time: 0.1873909384, other_time: 8.0588302612
epoch time: 16.2548198700s, input_fired_time: 0.2096477747, output_fired_time: 0.0000000000, propagate_forward_time: 14.4476070404, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5975646973
validation[          , genome  6669] predictions:    9790/  10000 (97.90%), best:    9810/10000 (98.10%), error:       674.72375, best error:       651.41888 on epoch:    77, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 190.2807617188s, input_fired_time: 1.8432240486, output_fired_time: 1.1785277128, propagate_forward_time: 70.9548721313, propagate_backward_time: 108.1766891479, weight_update_time: 0.1866902709, other_time: 8.1274414062
epoch time: 15.8987207413s, input_fired_time: 0.2075675875, output_fired_time: 0.0000000000, propagate_forward_time: 14.1350278854, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5561256409
validation[          , genome  6669] predictions:    9761/  10000 (97.61%), best:    9810/10000 (98.10%), error:       772.59485, best error:       651.41888 on epoch:    77, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 190.2928771973s, input_fired_time: 1.8615431786, output_fired_time: 1.2292811871, propagate_forward_time: 70.9302062988, propagate_backward_time: 108.0774917603, weight_update_time: 0.1878459603, other_time: 8.1943588257
epoch time: 15.8806400299s, input_fired_time: 0.2039991468, output_fired_time: 0.0000000000, propagate_forward_time: 14.1245079041, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5521326065
validation[          , genome  6669] predictions:    9775/  10000 (97.75%), best:    9810/10000 (98.10%), error:       718.00873, best error:       651.41888 on epoch:    77, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 189.5097351074s, input_fired_time: 1.8533354998, output_fired_time: 1.1815627813, propagate_forward_time: 70.7661285400, propagate_backward_time: 107.5923309326, weight_update_time: 0.1874037683, other_time: 8.1163787842
epoch time: 15.8591222763s, input_fired_time: 0.2058940381, output_fired_time: 0.0000000000, propagate_forward_time: 14.0957841873, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5574436188
validation[          , genome  6669] predictions:    9748/  10000 (97.48%), best:    9810/10000 (98.10%), error:       827.79620, best error:       651.41888 on epoch:    77, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 189.6599578857s, input_fired_time: 1.8886803389, output_fired_time: 1.1824595928, propagate_forward_time: 70.6217651367, propagate_backward_time: 107.8644943237, weight_update_time: 0.1879364252, other_time: 8.1025466919
epoch time: 16.0520629883s, input_fired_time: 0.2077195495, output_fired_time: 0.0000000000, propagate_forward_time: 14.2802467346, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5640964508
validation[          , genome  6669] predictions:    9775/  10000 (97.75%), best:    9810/10000 (98.10%), error:       763.10590, best error:       651.41888 on epoch:    77, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 190.0462036133s, input_fired_time: 1.8889007568, output_fired_time: 1.1818572283, propagate_forward_time: 70.7058410645, propagate_backward_time: 108.1585693359, weight_update_time: 0.1877073944, other_time: 8.1110382080
epoch time: 15.8661260605s, input_fired_time: 0.2084691077, output_fired_time: 0.0000000000, propagate_forward_time: 14.1050500870, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5526065826
validation[          , genome  6669] predictions:    9809/  10000 (98.09%), best:    9810/10000 (98.10%), error:       661.86859, best error:       651.41888 on epoch:    77, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 189.6985931396s, input_fired_time: 1.8646578789, output_fired_time: 1.1717137098, propagate_forward_time: 70.9473876953, propagate_backward_time: 107.6342620850, weight_update_time: 0.1881354749, other_time: 8.0805816650
epoch time: 16.1763401031s, input_fired_time: 0.2095472366, output_fired_time: 0.0000000000, propagate_forward_time: 14.3484563828, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6183366776
validation[          , genome  6669] predictions:    9796/  10000 (97.96%), best:    9810/10000 (98.10%), error:       670.53540, best error:       651.41888 on epoch:    77, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 188.8981475830s, input_fired_time: 1.8593367338, output_fired_time: 1.1667462587, propagate_forward_time: 70.6275939941, propagate_backward_time: 107.0409088135, weight_update_time: 0.1857247502, other_time: 8.2035675049
epoch time: 15.7818851471s, input_fired_time: 0.2040603161, output_fired_time: 0.0000000000, propagate_forward_time: 14.0170326233, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5607919693
validation[          , genome  6669] predictions:    9790/  10000 (97.90%), best:    9810/10000 (98.10%), error:       697.29254, best error:       651.41888 on epoch:    77, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 188.9440460205s, input_fired_time: 1.8796195984, output_fired_time: 1.1684590578, propagate_forward_time: 70.5587692261, propagate_backward_time: 107.2175979614, weight_update_time: 0.1875032187, other_time: 8.1195983887
epoch time: 15.9953165054s, input_fired_time: 0.2062482387, output_fired_time: 0.0000000000, propagate_forward_time: 14.2325448990, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5565233231
validation[          , genome  6669] predictions:    9791/  10000 (97.91%), best:    9810/10000 (98.10%), error:       673.23297, best error:       651.41888 on epoch:    77, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 189.7573242188s, input_fired_time: 1.8830101490, output_fired_time: 1.1781527996, propagate_forward_time: 70.8674392700, propagate_backward_time: 107.7041931152, weight_update_time: 0.1882794499, other_time: 8.1245346069
epoch time: 16.0356140137s, input_fired_time: 0.2237886637, output_fired_time: 0.0000000000, propagate_forward_time: 14.1189537048, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6928720474
validation[          , genome  6669] predictions:    9764/  10000 (97.64%), best:    9810/10000 (98.10%), error:       743.86713, best error:       651.41888 on epoch:    77, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 190.1469573975s, input_fired_time: 1.8529753685, output_fired_time: 1.1795156002, propagate_forward_time: 70.8480300903, propagate_backward_time: 108.1509170532, weight_update_time: 0.1875284612, other_time: 8.1155090332
epoch time: 15.9110603333s, input_fired_time: 0.2085971534, output_fired_time: 0.0000000000, propagate_forward_time: 14.1530685425, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5493946075
validation[          , genome  6669] predictions:    9796/  10000 (97.96%), best:    9810/10000 (98.10%), error:       697.01147, best error:       651.41888 on epoch:    77, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 189.6295928955s, input_fired_time: 1.8501951694, output_fired_time: 1.1765054464, propagate_forward_time: 70.9698104858, propagate_backward_time: 107.4727554321, weight_update_time: 0.1880630553, other_time: 8.1603393555
epoch time: 15.8201179504s, input_fired_time: 0.2069410086, output_fired_time: 0.0000000000, propagate_forward_time: 14.0147113800, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5984659195
validation[          , genome  6669] predictions:    9809/  10000 (98.09%), best:    9810/10000 (98.10%), error:       686.95477, best error:       651.41888 on epoch:    77, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 189.6853027344s, input_fired_time: 1.8459463120, output_fired_time: 1.1732192039, propagate_forward_time: 70.6252822876, propagate_backward_time: 107.8345336914, weight_update_time: 0.1894742250, other_time: 8.2063217163
epoch time: 15.8275051117s, input_fired_time: 0.2075816840, output_fired_time: 0.0000000000, propagate_forward_time: 14.0733232498, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5466003418
validation[          , genome  6669] predictions:    9811/  10000 (98.11%), best:    9810/10000 (98.10%), error:       660.47552, best error:       651.41888 on epoch:    77, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 190.1081848145s, input_fired_time: 1.8713730574, output_fired_time: 1.1785346270, propagate_forward_time: 71.0179290771, propagate_backward_time: 107.9610748291, weight_update_time: 0.1966085583, other_time: 8.0792846680
epoch time: 16.1461811066s, input_fired_time: 0.2066025436, output_fired_time: 0.0000000000, propagate_forward_time: 14.3373308182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6022481918
validation[          , genome  6669] predictions:    9794/  10000 (97.94%), best:    9810/10000 (98.10%), error:       735.58807, best error:       651.41888 on epoch:    77, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 189.5682525635s, input_fired_time: 1.8562108278, output_fired_time: 1.1826932430, propagate_forward_time: 70.7605590820, propagate_backward_time: 107.6827545166, weight_update_time: 0.1912259609, other_time: 8.0860290527
epoch time: 16.2004718781s, input_fired_time: 0.2122058272, output_fired_time: 0.0000000000, propagate_forward_time: 14.4177141190, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5705518723
validation[          , genome  6669] predictions:    9795/  10000 (97.95%), best:    9810/10000 (98.10%), error:       664.75452, best error:       651.41888 on epoch:    77, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 190.3923034668s, input_fired_time: 1.9163086414, output_fired_time: 1.1757049561, propagate_forward_time: 71.0518112183, propagate_backward_time: 108.1122360229, weight_update_time: 0.1877803355, other_time: 8.1362457275
epoch time: 15.9838409424s, input_fired_time: 0.2175035477, output_fired_time: 0.0000000000, propagate_forward_time: 14.1912469864, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5750904083
validation[          , genome  6669] predictions:    9767/  10000 (97.67%), best:    9810/10000 (98.10%), error:       751.40619, best error:       651.41888 on epoch:    77, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 190.4577026367s, input_fired_time: 1.9023263454, output_fired_time: 1.1942554712, propagate_forward_time: 71.2163162231, propagate_backward_time: 108.0177383423, weight_update_time: 0.1878203005, other_time: 8.1270599365
epoch time: 15.9082355499s, input_fired_time: 0.2087378949, output_fired_time: 0.0000000000, propagate_forward_time: 14.1311187744, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5683784485
validation[          , genome  6669] predictions:    9770/  10000 (97.70%), best:    9810/10000 (98.10%), error:       727.91705, best error:       651.41888 on epoch:    77, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 189.4763641357s, input_fired_time: 1.8630533218, output_fired_time: 1.1813406944, propagate_forward_time: 70.5927505493, propagate_backward_time: 107.6936645508, weight_update_time: 0.1877136827, other_time: 8.1455612183
epoch time: 16.0897922516s, input_fired_time: 0.2177252620, output_fired_time: 0.0000000000, propagate_forward_time: 14.2685766220, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6034908295
validation[          , genome  6669] predictions:    9783/  10000 (97.83%), best:    9810/10000 (98.10%), error:       713.07367, best error:       651.41888 on epoch:    77, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 190.0399169922s, input_fired_time: 1.8590979576, output_fired_time: 1.1720728874, propagate_forward_time: 71.0475158691, propagate_backward_time: 107.7689285278, weight_update_time: 0.1879499257, other_time: 8.1922988892
epoch time: 15.8913173676s, input_fired_time: 0.2086725831, output_fired_time: 0.0000000000, propagate_forward_time: 14.1330699921, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5495748520
validation[          , genome  6669] predictions:    9784/  10000 (97.84%), best:    9810/10000 (98.10%), error:       675.61456, best error:       651.41888 on epoch:    77, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 189.8824768066s, input_fired_time: 1.8734275103, output_fired_time: 1.1897301674, propagate_forward_time: 70.7640380859, propagate_backward_time: 107.8292846680, weight_update_time: 0.1873048842, other_time: 8.2259979248
epoch time: 16.1448326111s, input_fired_time: 0.2075519562, output_fired_time: 0.0000000000, propagate_forward_time: 14.3176584244, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6196222305
validation[          , genome  6669] predictions:    9802/  10000 (98.02%), best:    9810/10000 (98.10%), error:       687.51361, best error:       651.41888 on epoch:    77, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 189.8932189941s, input_fired_time: 1.8769615889, output_fired_time: 1.1831003428, propagate_forward_time: 70.8717193604, propagate_backward_time: 107.7795028687, weight_update_time: 0.1880323440, other_time: 8.1819229126
epoch time: 15.9990739822s, input_fired_time: 0.2099761218, output_fired_time: 0.0000000000, propagate_forward_time: 14.2320823669, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5570154190
validation[          , genome  6669] predictions:    9763/  10000 (97.63%), best:    9810/10000 (98.10%), error:       746.73370, best error:       651.41888 on epoch:    77, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 190.0873260498s, input_fired_time: 1.8712577820, output_fired_time: 1.1794030666, propagate_forward_time: 70.8560028076, propagate_backward_time: 107.9050979614, weight_update_time: 0.1877110451, other_time: 8.2755661011
epoch time: 15.9763879776s, input_fired_time: 0.2174272686, output_fired_time: 0.0000000000, propagate_forward_time: 14.1994619370, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5594987869
validation[          , genome  6669] predictions:    9790/  10000 (97.90%), best:    9810/10000 (98.10%), error:       702.37573, best error:       651.41888 on epoch:    77, 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: 79.8158340454s, input_fired_time: 1.0471496582, output_fired_time: 0.0000000000, propagate_forward_time: 70.8841476440, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 7.8845367432
best training[          , genome  6669] predictions:   49852/  50000 (99.70%), best:    9810/10000 (98.10%), error:       878.41162, best error:       651.41888 on epoch:    77, 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: 16.5377426147s, input_fired_time: 0.2069995850, output_fired_time: 0.0000000000, propagate_forward_time: 14.4725580215, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8581857681
   testing[          , genome  6669] predictions:    9819/  10000 (98.19%), best:    9810/10000 (98.10%), error:       626.86023, best error:       651.41888 on epoch:    77, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
13:27:16 (19086): called boinc_finish(0)

</stderr_txt>
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