Nameexact_genome_1512568488_45_2881_1
Workunit2585608
Created7 Dec 2017, 1:58:23 UTC
Sent7 Dec 2017, 1:59:03 UTC
Report deadline8 Dec 2017, 21:28:11 UTC
Received7 Dec 2017, 3:06:42 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57938
Run time1 hours 7 min 12 sec
CPU time1 hours 4 min 1 sec
Validate stateValid
Credit452.98
Device peak FLOPS2.90 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size150.98 MB
Peak swap size155.73 MB
Peak disk usage1.52 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.0237140935, output_fired_time: 0.0000000000, propagate_forward_time: 2.6892004013, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3806328773
validation[          , genome  2881] predictions:    9441/  10000 (94.41%), best:    9441/10000 (94.41%), error:      1865.33936, best error:      1865.33936 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 34.5245628357s, input_fired_time: 0.1843413562, output_fired_time: 0.1964942366, propagate_forward_time: 13.2554597855, propagate_backward_time: 18.7761402130, weight_update_time: 0.1285431683, other_time: 2.1121273041
epoch time: 3.1097924709s, input_fired_time: 0.0232882574, output_fired_time: 0.0000000000, propagate_forward_time: 2.7037134171, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3827908039
validation[          , genome  2881] predictions:    9449/  10000 (94.49%), best:    9449/10000 (94.49%), error:      1844.17065, best error:      1844.17065 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 34.8333778381s, input_fired_time: 0.1864379048, output_fired_time: 0.1965117157, propagate_forward_time: 13.3180541992, propagate_backward_time: 18.9732933044, weight_update_time: 0.1295395344, other_time: 2.1590805054
epoch time: 3.0568249226s, input_fired_time: 0.0232485663, output_fired_time: 0.0000000000, propagate_forward_time: 2.6519362926, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3816399574
validation[          , genome  2881] predictions:    9471/  10000 (94.71%), best:    9471/10000 (94.71%), error:      1808.60376, best error:      1808.60376 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 34.5196647644s, input_fired_time: 0.1849459559, output_fired_time: 0.1953255236, propagate_forward_time: 13.1045570374, propagate_backward_time: 18.8494644165, weight_update_time: 0.1297059804, other_time: 2.1853752136
epoch time: 3.1219475269s, input_fired_time: 0.0232409928, output_fired_time: 0.0000000000, propagate_forward_time: 2.7071535587, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3915529251
validation[          , genome  2881] predictions:    9434/  10000 (94.34%), best:    9471/10000 (94.71%), error:      1902.53650, best error:      1808.60376 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 34.7263832092s, input_fired_time: 0.1877236813, output_fired_time: 0.1980016232, propagate_forward_time: 13.2564458847, propagate_backward_time: 18.9006252289, weight_update_time: 0.1312114745, other_time: 2.1835842133
epoch time: 3.0787563324s, input_fired_time: 0.0232333858, output_fired_time: 0.0000000000, propagate_forward_time: 2.6800649166, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3754580021
validation[          , genome  2881] predictions:    9455/  10000 (94.55%), best:    9471/10000 (94.71%), error:      1816.32813, best error:      1808.60376 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 34.5386161804s, input_fired_time: 0.1836969703, output_fired_time: 0.1943279654, propagate_forward_time: 13.1876134872, propagate_backward_time: 18.8525886536, weight_update_time: 0.1288440675, other_time: 2.1203880310
epoch time: 3.1113116741s, input_fired_time: 0.0229209401, output_fired_time: 0.0000000000, propagate_forward_time: 2.7086727619, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3797180653
validation[          , genome  2881] predictions:    9461/  10000 (94.61%), best:    9461/10000 (94.61%), error:      1781.49023, best error:      1781.49023 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 34.1467247009s, input_fired_time: 0.1852472275, output_fired_time: 0.1948737800, propagate_forward_time: 12.9189758301, propagate_backward_time: 18.6264648438, weight_update_time: 0.1303620785, other_time: 2.2211647034
epoch time: 3.1278450489s, input_fired_time: 0.0238944087, output_fired_time: 0.0000000000, propagate_forward_time: 2.7094490528, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3945016861
validation[          , genome  2881] predictions:    9479/  10000 (94.79%), best:    9479/10000 (94.79%), error:      1743.77490, best error:      1743.77490 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 35.4143257141s, input_fired_time: 0.1894041896, output_fired_time: 0.1982231438, propagate_forward_time: 13.6034030914, propagate_backward_time: 19.2798671722, weight_update_time: 0.1318519562, other_time: 2.1434288025
epoch time: 3.1014397144s, input_fired_time: 0.0231373981, output_fired_time: 0.0000000000, propagate_forward_time: 2.6933596134, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3849427700
validation[          , genome  2881] predictions:    9466/  10000 (94.66%), best:    9479/10000 (94.79%), error:      1766.50232, best error:      1743.77490 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 34.9235610962s, input_fired_time: 0.1853368878, output_fired_time: 0.1972363144, propagate_forward_time: 13.3927927017, propagate_backward_time: 19.0409927368, weight_update_time: 0.1285026222, other_time: 2.1072044373
epoch time: 3.0633006096s, input_fired_time: 0.0228276905, output_fired_time: 0.0000000000, propagate_forward_time: 2.6666965485, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3737764359
validation[          , genome  2881] predictions:    9452/  10000 (94.52%), best:    9479/10000 (94.79%), error:      1821.43970, best error:      1743.77490 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 34.5234146118s, input_fired_time: 0.1882776618, output_fired_time: 0.1955354214, propagate_forward_time: 13.1119737625, propagate_backward_time: 18.8497371674, weight_update_time: 0.1286267787, other_time: 2.1778926849
epoch time: 3.0885574818s, input_fired_time: 0.0236547086, output_fired_time: 0.0000000000, propagate_forward_time: 2.6912493706, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3736534119
validation[          , genome  2881] predictions:    9478/  10000 (94.78%), best:    9479/10000 (94.79%), error:      1758.65625, best error:      1743.77490 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 35.4797630310s, input_fired_time: 0.1892751008, output_fired_time: 0.1974252760, propagate_forward_time: 13.5694789886, propagate_backward_time: 19.3176288605, weight_update_time: 0.1329811662, other_time: 2.2059555054
epoch time: 3.2788150311s, input_fired_time: 0.0246580802, output_fired_time: 0.0000000000, propagate_forward_time: 2.8538277149, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4003293514
validation[          , genome  2881] predictions:    9479/  10000 (94.79%), best:    9479/10000 (94.79%), error:      1715.57520, best error:      1715.57520 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 34.6385498047s, input_fired_time: 0.1863847226, output_fired_time: 0.1977613270, propagate_forward_time: 13.2364635468, propagate_backward_time: 18.8733291626, weight_update_time: 0.1297791153, other_time: 2.1446094513
epoch time: 3.0851433277s, input_fired_time: 0.0231958982, output_fired_time: 0.0000000000, propagate_forward_time: 2.6882433891, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3737039566
validation[          , genome  2881] predictions:    9364/  10000 (93.64%), best:    9479/10000 (94.79%), error:      2074.41821, best error:      1715.57520 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 34.7243766785s, input_fired_time: 0.1862987578, output_fired_time: 0.1960251331, propagate_forward_time: 13.2802505493, propagate_backward_time: 18.9220714569, weight_update_time: 0.1293957978, other_time: 2.1397304535
epoch time: 3.2154903412s, input_fired_time: 0.0246357713, output_fired_time: 0.0000000000, propagate_forward_time: 2.8053381443, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3855164051
validation[          , genome  2881] predictions:    9448/  10000 (94.48%), best:    9479/10000 (94.79%), error:      1782.85876, best error:      1715.57520 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 35.4991836548s, input_fired_time: 0.1901236773, output_fired_time: 0.1981285512, propagate_forward_time: 13.5790615082, propagate_backward_time: 19.3157424927, weight_update_time: 0.1335605681, other_time: 2.2161273956
epoch time: 3.1189162731s, input_fired_time: 0.0227308385, output_fired_time: 0.0000000000, propagate_forward_time: 2.7205142975, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3756711483
validation[          , genome  2881] predictions:    9472/  10000 (94.72%), best:    9479/10000 (94.79%), error:      1782.70630, best error:      1715.57520 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 35.1046676636s, input_fired_time: 0.1895252764, output_fired_time: 0.1952086985, propagate_forward_time: 13.4441604614, propagate_backward_time: 19.0826702118, weight_update_time: 0.1308786124, other_time: 2.1931018829
epoch time: 3.2822697163s, input_fired_time: 0.0256485101, output_fired_time: 0.0000000000, propagate_forward_time: 2.8532428741, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4033782482
validation[          , genome  2881] predictions:    9516/  10000 (95.16%), best:    9516/10000 (95.16%), error:      1657.25793, best error:      1657.25793 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 35.0429229736s, input_fired_time: 0.1844685525, output_fired_time: 0.1968394667, propagate_forward_time: 13.4232873917, propagate_backward_time: 19.1266098022, weight_update_time: 0.1294618547, other_time: 2.1117210388
epoch time: 3.0248548985s, input_fired_time: 0.0238256957, output_fired_time: 0.0000000000, propagate_forward_time: 2.6186897755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3823394775
validation[          , genome  2881] predictions:    9484/  10000 (94.84%), best:    9516/10000 (95.16%), error:      1697.14941, best error:      1657.25793 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 35.1688613892s, input_fired_time: 0.1878401637, output_fired_time: 0.1983034313, propagate_forward_time: 13.5015983582, propagate_backward_time: 19.1634464264, weight_update_time: 0.1294038147, other_time: 2.1176738739
epoch time: 3.1095051765s, input_fired_time: 0.0234824363, output_fired_time: 0.0000000000, propagate_forward_time: 2.7027750015, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3832478523
validation[          , genome  2881] predictions:    9435/  10000 (94.35%), best:    9516/10000 (95.16%), error:      1821.62305, best error:      1657.25793 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 35.0590858459s, input_fired_time: 0.1942308992, output_fired_time: 0.1974242777, propagate_forward_time: 13.4341564178, propagate_backward_time: 19.0975627899, weight_update_time: 0.1299250722, other_time: 2.1357116699
epoch time: 2.9436404705s, input_fired_time: 0.0245772786, output_fired_time: 0.0000000000, propagate_forward_time: 2.5168154240, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4022476673
validation[          , genome  2881] predictions:    9425/  10000 (94.25%), best:    9516/10000 (95.16%), error:      1886.30029, best error:      1657.25793 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 35.2183837891s, input_fired_time: 0.1900474131, output_fired_time: 0.1974838227, propagate_forward_time: 13.4791221619, propagate_backward_time: 19.1653652191, weight_update_time: 0.1325554103, other_time: 2.1863651276
epoch time: 3.1618561745s, input_fired_time: 0.0234221574, output_fired_time: 0.0000000000, propagate_forward_time: 2.7546050549, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3838288784
validation[          , genome  2881] predictions:    9502/  10000 (95.02%), best:    9502/10000 (95.02%), error:      1653.36340, best error:      1653.36340 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 35.2882041931s, input_fired_time: 0.1895430833, output_fired_time: 0.1997784674, propagate_forward_time: 13.5092964172, propagate_backward_time: 19.2151718140, weight_update_time: 0.1312083453, other_time: 2.1744117737
epoch time: 3.1015343666s, input_fired_time: 0.0233132802, output_fired_time: 0.0000000000, propagate_forward_time: 2.6963610649, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3818600178
validation[          , genome  2881] predictions:    9489/  10000 (94.89%), best:    9502/10000 (95.02%), error:      1664.19641, best error:      1653.36340 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 35.2930107117s, input_fired_time: 0.1922234744, output_fired_time: 0.1980842948, propagate_forward_time: 13.5054044724, propagate_backward_time: 19.2053413391, weight_update_time: 0.1312659383, other_time: 2.1919555664
epoch time: 3.1302590370s, input_fired_time: 0.0245554186, output_fired_time: 0.0000000000, propagate_forward_time: 2.7173833847, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3883202076
validation[          , genome  2881] predictions:    9486/  10000 (94.86%), best:    9502/10000 (95.02%), error:      1679.41077, best error:      1653.36340 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 34.3990821838s, input_fired_time: 0.1866610348, output_fired_time: 0.1941770613, propagate_forward_time: 13.1806602478, propagate_backward_time: 18.7158889771, weight_update_time: 0.1290106475, other_time: 2.1216964722
epoch time: 3.0503923893s, input_fired_time: 0.0235074293, output_fired_time: 0.0000000000, propagate_forward_time: 2.6500542164, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3768308163
validation[          , genome  2881] predictions:    9454/  10000 (94.54%), best:    9502/10000 (95.02%), error:      1791.32581, best error:      1653.36340 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 34.7483444214s, input_fired_time: 0.1906443089, output_fired_time: 0.1982938647, propagate_forward_time: 13.1945915222, propagate_backward_time: 18.9349231720, weight_update_time: 0.1306317151, other_time: 2.2298908234
epoch time: 3.2294328213s, input_fired_time: 0.0245058797, output_fired_time: 0.0000000000, propagate_forward_time: 2.8079073429, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3970196247
validation[          , genome  2881] predictions:    9480/  10000 (94.80%), best:    9502/10000 (95.02%), error:      1736.35840, best error:      1653.36340 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 35.2690849304s, input_fired_time: 0.1889562905, output_fired_time: 0.1973804235, propagate_forward_time: 13.5135707855, propagate_backward_time: 19.2158012390, weight_update_time: 0.1307245344, other_time: 2.1533756256
epoch time: 3.1225469112s, input_fired_time: 0.0231012832, output_fired_time: 0.0000000000, propagate_forward_time: 2.7231388092, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3763067722
validation[          , genome  2881] predictions:    9508/  10000 (95.08%), best:    9508/10000 (95.08%), error:      1615.65015, best error:      1615.65015 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 34.7943572998s, input_fired_time: 0.1856004894, output_fired_time: 0.1960759759, propagate_forward_time: 13.2441453934, propagate_backward_time: 18.9637908936, weight_update_time: 0.1292529106, other_time: 2.2047462463
epoch time: 3.1852838993s, input_fired_time: 0.0247076377, output_fired_time: 0.0000000000, propagate_forward_time: 2.7780144215, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3825619221
validation[          , genome  2881] predictions:    9515/  10000 (95.15%), best:    9508/10000 (95.08%), error:      1629.04810, best error:      1615.65015 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 35.1817779541s, input_fired_time: 0.1893600672, output_fired_time: 0.1970581710, propagate_forward_time: 13.4706821442, propagate_backward_time: 19.1882724762, weight_update_time: 0.1300711334, other_time: 2.1364021301
epoch time: 3.0240511894s, input_fired_time: 0.0229691397, output_fired_time: 0.0000000000, propagate_forward_time: 2.6264090538, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3746728897
validation[          , genome  2881] predictions:    9489/  10000 (94.89%), best:    9508/10000 (95.08%), error:      1675.47119, best error:      1615.65015 on epoch:    37, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 35.1517028809s, input_fired_time: 0.1883750260, output_fired_time: 0.1982892603, propagate_forward_time: 13.4654159546, propagate_backward_time: 19.1463737488, weight_update_time: 0.1296354532, other_time: 2.1532516479
epoch time: 3.1282122135s, input_fired_time: 0.0231664348, output_fired_time: 0.0000000000, propagate_forward_time: 2.7228605747, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3821852207
validation[          , genome  2881] predictions:    9518/  10000 (95.18%), best:    9508/10000 (95.08%), error:      1619.11768, best error:      1615.65015 on epoch:    37, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 35.4885330200s, input_fired_time: 0.1916533560, output_fired_time: 0.2002197504, propagate_forward_time: 13.5951128006, propagate_backward_time: 19.3540229797, weight_update_time: 0.1318051517, other_time: 2.1475257874
epoch time: 3.1000463963s, input_fired_time: 0.0231972225, output_fired_time: 0.0000000000, propagate_forward_time: 2.6945188046, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3823304176
validation[          , genome  2881] predictions:    9516/  10000 (95.16%), best:    9508/10000 (95.08%), error:      1645.93872, best error:      1615.65015 on epoch:    37, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 34.9734268188s, input_fired_time: 0.1868682504, output_fired_time: 0.1977666169, propagate_forward_time: 13.3994073868, propagate_backward_time: 19.0649204254, weight_update_time: 0.1286628991, other_time: 2.1244678497
epoch time: 3.0861272812s, input_fired_time: 0.0231084060, output_fired_time: 0.0000000000, propagate_forward_time: 2.6895461082, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3734726906
validation[          , genome  2881] predictions:    9529/  10000 (95.29%), best:    9529/10000 (95.29%), error:      1578.97656, best error:      1578.97656 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 34.1537513733s, input_fired_time: 0.1839772910, output_fired_time: 0.1926480234, propagate_forward_time: 13.0352849960, propagate_backward_time: 18.5918025970, weight_update_time: 0.1308968514, other_time: 2.1500339508
epoch time: 3.1274311543s, input_fired_time: 0.0237752404, output_fired_time: 0.0000000000, propagate_forward_time: 2.7067070007, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3969488144
validation[          , genome  2881] predictions:    9501/  10000 (95.01%), best:    9529/10000 (95.29%), error:      1648.85400, best error:      1578.97656 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 34.4556083679s, input_fired_time: 0.1878669560, output_fired_time: 0.1977519691, propagate_forward_time: 13.0927019119, propagate_backward_time: 18.7835178375, weight_update_time: 0.1290479898, other_time: 2.1937732697
epoch time: 3.2916572094s, input_fired_time: 0.0259484295, output_fired_time: 0.0000000000, propagate_forward_time: 2.8658633232, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3998453617
validation[          , genome  2881] predictions:    9502/  10000 (95.02%), best:    9529/10000 (95.29%), error:      1624.44885, best error:      1578.97656 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 34.9556007385s, input_fired_time: 0.1868735999, output_fired_time: 0.1962307692, propagate_forward_time: 13.4046363831, propagate_backward_time: 19.0563449860, weight_update_time: 0.1291476041, other_time: 2.1115131378
epoch time: 3.0857582092s, input_fired_time: 0.0235114284, output_fired_time: 0.0000000000, propagate_forward_time: 2.6786456108, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3836011887
validation[          , genome  2881] predictions:    9504/  10000 (95.04%), best:    9529/10000 (95.29%), error:      1655.70618, best error:      1578.97656 on epoch:    42, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 34.5098075867s, input_fired_time: 0.1879540980, output_fired_time: 0.1948950142, propagate_forward_time: 13.2122821808, propagate_backward_time: 18.7968521118, weight_update_time: 0.1282380223, other_time: 2.1178226471
epoch time: 3.1093418598s, input_fired_time: 0.0234668292, output_fired_time: 0.0000000000, propagate_forward_time: 2.7091133595, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3767616749
validation[          , genome  2881] predictions:    9518/  10000 (95.18%), best:    9529/10000 (95.29%), error:      1623.56799, best error:      1578.97656 on epoch:    42, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 34.8280487061s, input_fired_time: 0.1899727136, output_fired_time: 0.1976699531, propagate_forward_time: 13.2550382614, propagate_backward_time: 18.9805717468, weight_update_time: 0.1300171167, other_time: 2.2047958374
epoch time: 3.2183094025s, input_fired_time: 0.0252329465, output_fired_time: 0.0000000000, propagate_forward_time: 2.7920253277, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4010510445
validation[          , genome  2881] predictions:    9522/  10000 (95.22%), best:    9529/10000 (95.29%), error:      1581.81689, best error:      1578.97656 on epoch:    42, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 34.3803901672s, input_fired_time: 0.1860900670, output_fired_time: 0.1974907964, propagate_forward_time: 13.0273618698, propagate_backward_time: 18.8010482788, weight_update_time: 0.1311253309, other_time: 2.1683998108
epoch time: 3.1780064106s, input_fired_time: 0.0241617560, output_fired_time: 0.0000000000, propagate_forward_time: 2.7660293579, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3878152370
validation[          , genome  2881] predictions:    9513/  10000 (95.13%), best:    9529/10000 (95.29%), error:      1631.05688, best error:      1578.97656 on epoch:    42, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 35.3331413269s, input_fired_time: 0.1901541352, output_fired_time: 0.1974714100, propagate_forward_time: 13.5553007126, propagate_backward_time: 19.2589931488, weight_update_time: 0.1304602623, other_time: 2.1312198639
epoch time: 3.1875267029s, input_fired_time: 0.0240541771, output_fired_time: 0.0000000000, propagate_forward_time: 2.7719943523, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3914780617
validation[          , genome  2881] predictions:    9523/  10000 (95.23%), best:    9523/10000 (95.23%), error:      1577.25488, best error:      1577.25488 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 33.3346900940s, input_fired_time: 0.1821389496, output_fired_time: 0.1924375743, propagate_forward_time: 12.5214223862, propagate_backward_time: 18.2575702667, weight_update_time: 0.1288833469, other_time: 2.1811199188
epoch time: 3.0391485691s, input_fired_time: 0.0241755918, output_fired_time: 0.0000000000, propagate_forward_time: 2.6336865425, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3812863827
validation[          , genome  2881] predictions:    9529/  10000 (95.29%), best:    9529/10000 (95.29%), error:      1577.18750, best error:      1577.18750 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 34.5129776001s, input_fired_time: 0.1900539845, output_fired_time: 0.1941851079, propagate_forward_time: 13.1950883865, propagate_backward_time: 18.7799167633, weight_update_time: 0.1290074438, other_time: 2.1537342072
epoch time: 3.0810868740s, input_fired_time: 0.0232677646, output_fired_time: 0.0000000000, propagate_forward_time: 2.6762027740, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3816163540
validation[          , genome  2881] predictions:    9495/  10000 (94.95%), best:    9529/10000 (95.29%), error:      1668.45361, best error:      1577.18750 on epoch:    50, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 34.3312149048s, input_fired_time: 0.1865937561, output_fired_time: 0.1933290213, propagate_forward_time: 13.1229276657, propagate_backward_time: 18.6919765472, weight_update_time: 0.1294198781, other_time: 2.1363887787
epoch time: 3.1229059696s, input_fired_time: 0.0234570056, output_fired_time: 0.0000000000, propagate_forward_time: 2.7271945477, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3722543716
validation[          , genome  2881] predictions:    9510/  10000 (95.10%), best:    9510/10000 (95.10%), error:      1575.32043, best error:      1575.32043 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 33.6246833801s, input_fired_time: 0.1838979423, output_fired_time: 0.1901933253, propagate_forward_time: 12.8253622055, propagate_backward_time: 18.3269767761, weight_update_time: 0.1259747744, other_time: 2.0982513428
epoch time: 3.1596379280s, input_fired_time: 0.0237225834, output_fired_time: 0.0000000000, propagate_forward_time: 2.7538349628, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3820803165
validation[          , genome  2881] predictions:    9532/  10000 (95.32%), best:    9510/10000 (95.10%), error:      1624.11987, best error:      1575.32043 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 35.4379119873s, input_fired_time: 0.1879857481, output_fired_time: 0.1973961294, propagate_forward_time: 13.5790014267, propagate_backward_time: 19.3264274597, weight_update_time: 0.1318734288, other_time: 2.1471023560
epoch time: 3.1926045418s, input_fired_time: 0.0238631722, output_fired_time: 0.0000000000, propagate_forward_time: 2.7757511139, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3929903507
validation[          , genome  2881] predictions:    9529/  10000 (95.29%), best:    9529/10000 (95.29%), error:      1523.27454, best error:      1523.27454 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 34.9730300903s, input_fired_time: 0.1869400144, output_fired_time: 0.1959793270, propagate_forward_time: 13.4272098541, propagate_backward_time: 19.0463523865, weight_update_time: 0.1300349236, other_time: 2.1165485382
epoch time: 3.0857310295s, input_fired_time: 0.0239475369, output_fired_time: 0.0000000000, propagate_forward_time: 2.6759235859, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3858599663
validation[          , genome  2881] predictions:    9503/  10000 (95.03%), best:    9529/10000 (95.29%), error:      1646.88477, best error:      1523.27454 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 35.0863494873s, input_fired_time: 0.1898876727, output_fired_time: 0.1953394562, propagate_forward_time: 13.4484872818, propagate_backward_time: 19.1490383148, weight_update_time: 0.1281455755, other_time: 2.1035976410
epoch time: 3.1881506443s, input_fired_time: 0.0246344302, output_fired_time: 0.0000000000, propagate_forward_time: 2.7772731781, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3862431049
validation[          , genome  2881] predictions:    9515/  10000 (95.15%), best:    9529/10000 (95.29%), error:      1611.47412, best error:      1523.27454 on epoch:    54, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 35.4490318298s, input_fired_time: 0.1908575147, output_fired_time: 0.1979443729, propagate_forward_time: 13.5567798615, propagate_backward_time: 19.3025341034, weight_update_time: 0.1318873167, other_time: 2.2009162903
epoch time: 3.2106747627s, input_fired_time: 0.0241889711, output_fired_time: 0.0000000000, propagate_forward_time: 2.7994801998, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3870055676
validation[          , genome  2881] predictions:    9527/  10000 (95.27%), best:    9529/10000 (95.29%), error:      1581.52930, best error:      1523.27454 on epoch:    54, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 35.1138572693s, input_fired_time: 0.1896993071, output_fired_time: 0.1990151107, propagate_forward_time: 13.3974351883, propagate_backward_time: 19.1115379333, weight_update_time: 0.1336324513, other_time: 2.2161674500
epoch time: 3.0572347641s, input_fired_time: 0.0238747951, output_fired_time: 0.0000000000, propagate_forward_time: 2.6543986797, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3789613247
validation[          , genome  2881] predictions:    9512/  10000 (95.12%), best:    9529/10000 (95.29%), error:      1552.43005, best error:      1523.27454 on epoch:    54, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 34.7555389404s, input_fired_time: 0.1859877110, output_fired_time: 0.1961545050, propagate_forward_time: 13.2253313065, propagate_backward_time: 19.0040111542, weight_update_time: 0.1299915761, other_time: 2.1440525055
epoch time: 3.0899448395s, input_fired_time: 0.0229664911, output_fired_time: 0.0000000000, propagate_forward_time: 2.6893005371, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3776779175
validation[          , genome  2881] predictions:    9473/  10000 (94.73%), best:    9529/10000 (95.29%), error:      1771.16113, best error:      1523.27454 on epoch:    54, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 34.9712142944s, input_fired_time: 0.1906639338, output_fired_time: 0.1972820163, propagate_forward_time: 13.3742313385, propagate_backward_time: 19.0253143311, weight_update_time: 0.1305888444, other_time: 2.1837253571
epoch time: 3.0824029446s, input_fired_time: 0.0243885014, output_fired_time: 0.0000000000, propagate_forward_time: 2.6824064255, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3756079674
validation[          , genome  2881] predictions:    9499/  10000 (94.99%), best:    9529/10000 (95.29%), error:      1614.58301, best error:      1523.27454 on epoch:    54, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 34.8240776062s, input_fired_time: 0.1899353415, output_fired_time: 0.1969661117, propagate_forward_time: 13.3176536560, propagate_backward_time: 18.9207649231, weight_update_time: 0.1302041113, other_time: 2.1987609863
epoch time: 3.0401623249s, input_fired_time: 0.0231414698, output_fired_time: 0.0000000000, propagate_forward_time: 2.6383557320, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3786652088
validation[          , genome  2881] predictions:    9518/  10000 (95.18%), best:    9529/10000 (95.29%), error:      1598.22925, best error:      1523.27454 on epoch:    54, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 35.5391960144s, input_fired_time: 0.1911373883, output_fired_time: 0.2004067749, propagate_forward_time: 13.6170253754, propagate_backward_time: 19.3614749908, weight_update_time: 0.1311293840, other_time: 2.1691513062
epoch time: 2.8100552559s, input_fired_time: 0.0230753962, output_fired_time: 0.0000000000, propagate_forward_time: 2.3768141270, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4101657867
validation[          , genome  2881] predictions:    9484/  10000 (94.84%), best:    9529/10000 (95.29%), error:      1766.40723, best error:      1523.27454 on epoch:    54, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 35.4224014282s, input_fired_time: 0.1899407953, output_fired_time: 0.1985472143, propagate_forward_time: 13.5638179779, propagate_backward_time: 19.2688617706, weight_update_time: 0.1360733211, other_time: 2.2012329102
epoch time: 3.2315726280s, input_fired_time: 0.0247643106, output_fired_time: 0.0000000000, propagate_forward_time: 2.8093538284, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3974545002
validation[          , genome  2881] predictions:    9524/  10000 (95.24%), best:    9529/10000 (95.29%), error:      1604.57288, best error:      1523.27454 on epoch:    54, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 34.8709182739s, input_fired_time: 0.1879880577, output_fired_time: 0.1946288198, propagate_forward_time: 13.3433856964, propagate_backward_time: 18.9879264832, weight_update_time: 0.1305973381, other_time: 2.1569881439
epoch time: 3.0971882343s, input_fired_time: 0.0237274636, output_fired_time: 0.0000000000, propagate_forward_time: 2.6926345825, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3808262348
validation[          , genome  2881] predictions:    9522/  10000 (95.22%), best:    9529/10000 (95.29%), error:      1621.54395, best error:      1523.27454 on epoch:    54, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 34.9655380249s, input_fired_time: 0.1890567243, output_fired_time: 0.1971663833, propagate_forward_time: 13.3526754379, propagate_backward_time: 19.0420551300, weight_update_time: 0.1312864125, other_time: 2.1845836639
epoch time: 3.2848925591s, input_fired_time: 0.0257016215, output_fired_time: 0.0000000000, propagate_forward_time: 2.8606715202, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3985195160
validation[          , genome  2881] predictions:    9540/  10000 (95.40%), best:    9529/10000 (95.29%), error:      1571.09229, best error:      1523.27454 on epoch:    54, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 34.4803352356s, input_fired_time: 0.1873252988, output_fired_time: 0.1937908381, propagate_forward_time: 13.2334117889, propagate_backward_time: 18.7449035645, weight_update_time: 0.1283217669, other_time: 2.1209049225
epoch time: 3.0905725956s, input_fired_time: 0.0239060260, output_fired_time: 0.0000000000, propagate_forward_time: 2.6770462990, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3896203041
validation[          , genome  2881] predictions:    9506/  10000 (95.06%), best:    9529/10000 (95.29%), error:      1597.39307, best error:      1523.27454 on epoch:    54, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 32.8943710327s, input_fired_time: 0.1817621142, output_fired_time: 0.1848353744, propagate_forward_time: 12.5444707870, propagate_backward_time: 17.9069652557, weight_update_time: 0.1236042380, other_time: 2.0763378143
epoch time: 3.1477499008s, input_fired_time: 0.0244715251, output_fired_time: 0.0000000000, propagate_forward_time: 2.7373170853, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3859612942
validation[          , genome  2881] predictions:    9517/  10000 (95.17%), best:    9529/10000 (95.29%), error:      1578.17041, best error:      1523.27454 on epoch:    54, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 33.4241218567s, input_fired_time: 0.1863124967, output_fired_time: 0.1936253756, propagate_forward_time: 12.4869937897, propagate_backward_time: 18.2488384247, weight_update_time: 0.1295950413, other_time: 2.3083496094
epoch time: 3.2358119488s, input_fired_time: 0.0256484859, output_fired_time: 0.0000000000, propagate_forward_time: 2.8110611439, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3991022110
validation[          , genome  2881] predictions:    9518/  10000 (95.18%), best:    9529/10000 (95.29%), error:      1606.33130, best error:      1523.27454 on epoch:    54, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 34.6348190308s, input_fired_time: 0.1894243062, output_fired_time: 0.1955558658, propagate_forward_time: 13.2581281662, propagate_backward_time: 18.8202590942, weight_update_time: 0.1295925975, other_time: 2.1714515686
epoch time: 3.2015948296s, input_fired_time: 0.0243384875, output_fired_time: 0.0000000000, propagate_forward_time: 2.7863721848, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3908841610
validation[          , genome  2881] predictions:    9485/  10000 (94.85%), best:    9529/10000 (95.29%), error:      1675.81018, best error:      1523.27454 on epoch:    54, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 33.2779693604s, input_fired_time: 0.1818545312, output_fired_time: 0.1881030053, propagate_forward_time: 12.7570152283, propagate_backward_time: 18.0670757294, weight_update_time: 0.1240866408, other_time: 2.0839214325
epoch time: 3.1216599941s, input_fired_time: 0.0238591582, output_fired_time: 0.0000000000, propagate_forward_time: 2.7090280056, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3887727261
validation[          , genome  2881] predictions:    9505/  10000 (95.05%), best:    9529/10000 (95.29%), error:      1608.51001, best error:      1523.27454 on epoch:    54, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 34.8766326904s, input_fired_time: 0.1901678592, output_fired_time: 0.1975195557, propagate_forward_time: 13.3289222717, propagate_backward_time: 18.9907875061, weight_update_time: 0.1308561116, other_time: 2.1692352295
epoch time: 3.0844442844s, input_fired_time: 0.0242934115, output_fired_time: 0.0000000000, propagate_forward_time: 2.6745219231, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3856289387
validation[          , genome  2881] predictions:    9469/  10000 (94.69%), best:    9529/10000 (95.29%), error:      1718.74475, best error:      1523.27454 on epoch:    54, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 34.8677711487s, input_fired_time: 0.1881634891, output_fired_time: 0.1975548863, propagate_forward_time: 13.4008026123, propagate_backward_time: 18.9384174347, weight_update_time: 0.1307785362, other_time: 2.1428318024
epoch time: 3.1206314564s, input_fired_time: 0.0242523625, output_fired_time: 0.0000000000, propagate_forward_time: 2.7032842636, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3930947781
validation[          , genome  2881] predictions:    9532/  10000 (95.32%), best:    9529/10000 (95.29%), error:      1536.43262, best error:      1523.27454 on epoch:    54, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 34.1107025146s, input_fired_time: 0.1863456517, output_fired_time: 0.1927864105, propagate_forward_time: 13.0699033737, propagate_backward_time: 18.5448474884, weight_update_time: 0.1270295084, other_time: 2.1168193817
epoch time: 2.9409484863s, input_fired_time: 0.0229187440, output_fired_time: 0.0000000000, propagate_forward_time: 2.5504448414, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3675849438
validation[          , genome  2881] predictions:    9525/  10000 (95.25%), best:    9529/10000 (95.29%), error:      1545.85144, best error:      1523.27454 on epoch:    54, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 33.6060180664s, input_fired_time: 0.1852650642, output_fired_time: 0.1899189502, propagate_forward_time: 12.8419189453, propagate_backward_time: 18.2904453278, weight_update_time: 0.1248838007, other_time: 2.0984706879
epoch time: 2.6422832012s, input_fired_time: 0.0217756517, output_fired_time: 0.0000000000, propagate_forward_time: 2.2781734467, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3423340321
validation[          , genome  2881] predictions:    9512/  10000 (95.12%), best:    9529/10000 (95.29%), error:      1626.70715, best error:      1523.27454 on epoch:    54, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 32.2120170593s, input_fired_time: 0.1780781746, output_fired_time: 0.1805366129, propagate_forward_time: 12.3161115646, propagate_backward_time: 17.4978961945, weight_update_time: 0.1207021996, other_time: 2.0393962860
epoch time: 3.1860184669s, input_fired_time: 0.0235721488, output_fired_time: 0.0000000000, propagate_forward_time: 2.7104096413, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4520366192
validation[          , genome  2881] predictions:    9499/  10000 (94.99%), best:    9529/10000 (95.29%), error:      1645.20837, best error:      1523.27454 on epoch:    54, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 35.1014595032s, input_fired_time: 0.1880456060, output_fired_time: 0.1972105056, propagate_forward_time: 13.4198856354, propagate_backward_time: 19.1024284363, weight_update_time: 0.1312507540, other_time: 2.1938877106
epoch time: 3.2290043831s, input_fired_time: 0.0256342515, output_fired_time: 0.0000000000, propagate_forward_time: 2.8091175556, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3942525387
validation[          , genome  2881] predictions:    9455/  10000 (94.55%), best:    9529/10000 (95.29%), error:      1826.47168, best error:      1523.27454 on epoch:    54, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 35.1260490417s, input_fired_time: 0.1888530403, output_fired_time: 0.1980538964, propagate_forward_time: 13.4532375336, propagate_backward_time: 19.1004714966, weight_update_time: 0.1304465532, other_time: 2.1854305267
epoch time: 3.0793817043s, input_fired_time: 0.0241666660, output_fired_time: 0.0000000000, propagate_forward_time: 2.6735546589, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3816604614
validation[          , genome  2881] predictions:    9526/  10000 (95.26%), best:    9529/10000 (95.29%), error:      1570.57507, best error:      1523.27454 on epoch:    54, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 34.4436569214s, input_fired_time: 0.1896016002, output_fired_time: 0.1936512887, propagate_forward_time: 13.1761016846, propagate_backward_time: 18.7365245819, weight_update_time: 0.1296514422, other_time: 2.1477756500
epoch time: 3.0943329334s, input_fired_time: 0.0240185019, output_fired_time: 0.0000000000, propagate_forward_time: 2.6817743778, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3885400295
validation[          , genome  2881] predictions:    9521/  10000 (95.21%), best:    9529/10000 (95.29%), error:      1572.19104, best error:      1523.27454 on epoch:    54, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 35.1159248352s, input_fired_time: 0.1920595020, output_fired_time: 0.1988181472, propagate_forward_time: 13.4430608749, propagate_backward_time: 19.0862541199, weight_update_time: 0.1321157515, other_time: 2.1957321167
epoch time: 2.7493770123s, input_fired_time: 0.0219310019, output_fired_time: 0.0000000000, propagate_forward_time: 2.3763740063, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3510720730
validation[          , genome  2881] predictions:    9519/  10000 (95.19%), best:    9529/10000 (95.29%), error:      1576.20862, best error:      1523.27454 on epoch:    54, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 34.4226684570s, input_fired_time: 0.1889327168, output_fired_time: 0.1944347471, propagate_forward_time: 13.1466646194, propagate_backward_time: 18.7288722992, weight_update_time: 0.1288959980, other_time: 2.1637630463
epoch time: 3.0020067692s, input_fired_time: 0.0237002429, output_fired_time: 0.0000000000, propagate_forward_time: 2.6009967327, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3773097992
validation[          , genome  2881] predictions:    9517/  10000 (95.17%), best:    9529/10000 (95.29%), error:      1535.92212, best error:      1523.27454 on epoch:    54, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 34.3305091858s, input_fired_time: 0.1882589906, output_fired_time: 0.1930654049, propagate_forward_time: 13.1298885345, propagate_backward_time: 18.6814002991, weight_update_time: 0.1277944148, other_time: 2.1378955841
epoch time: 3.0849676132s, input_fired_time: 0.0237265918, output_fired_time: 0.0000000000, propagate_forward_time: 2.6790614128, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3821794987
validation[          , genome  2881] predictions:    9526/  10000 (95.26%), best:    9529/10000 (95.29%), error:      1535.48633, best error:      1523.27454 on epoch:    54, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 34.8036193848s, input_fired_time: 0.1897931099, output_fired_time: 0.1967718601, propagate_forward_time: 13.3376150131, propagate_backward_time: 18.9202651978, weight_update_time: 0.1309545338, other_time: 2.1591720581
epoch time: 3.0880115032s, input_fired_time: 0.0246125590, output_fired_time: 0.0000000000, propagate_forward_time: 2.6823048592, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3810939789
validation[          , genome  2881] predictions:    9515/  10000 (95.15%), best:    9529/10000 (95.29%), error:      1579.03613, best error:      1523.27454 on epoch:    54, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 35.0170211792s, input_fired_time: 0.1930062175, output_fired_time: 0.1987729520, propagate_forward_time: 13.4008159637, propagate_backward_time: 19.0134830475, weight_update_time: 0.1313539147, other_time: 2.2109451294
epoch time: 2.8694908619s, input_fired_time: 0.0223009903, output_fired_time: 0.0000000000, propagate_forward_time: 2.4803910255, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3667988777
validation[          , genome  2881] predictions:    9533/  10000 (95.33%), best:    9529/10000 (95.29%), error:      1526.83374, best error:      1523.27454 on epoch:    54, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 34.8288803101s, input_fired_time: 0.1895766258, output_fired_time: 0.1959749162, propagate_forward_time: 13.3456974030, propagate_backward_time: 18.9504432678, weight_update_time: 0.1287173331, other_time: 2.1471881866
epoch time: 3.1441380978s, input_fired_time: 0.0237328354, output_fired_time: 0.0000000000, propagate_forward_time: 2.7325162888, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3878889084
validation[          , genome  2881] predictions:    9527/  10000 (95.27%), best:    9529/10000 (95.29%), error:      1566.91443, best error:      1523.27454 on epoch:    54, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 35.7335128784s, input_fired_time: 0.1941046566, output_fired_time: 0.2001465708, propagate_forward_time: 13.7112998962, propagate_backward_time: 19.4363231659, weight_update_time: 0.1320019662, other_time: 2.1916408539
epoch time: 3.0990726948s, input_fired_time: 0.0235998351, output_fired_time: 0.0000000000, propagate_forward_time: 2.6985032558, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3769695759
validation[          , genome  2881] predictions:    9528/  10000 (95.28%), best:    9529/10000 (95.29%), error:      1586.52905, best error:      1523.27454 on epoch:    54, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 34.7058486938s, input_fired_time: 0.1893668622, output_fired_time: 0.1933232546, propagate_forward_time: 13.2809448242, propagate_backward_time: 18.9174137115, weight_update_time: 0.1278055310, other_time: 2.1247997284
epoch time: 3.0702562332s, input_fired_time: 0.0245781820, output_fired_time: 0.0000000000, propagate_forward_time: 2.6568958759, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3887822628
validation[          , genome  2881] predictions:    9481/  10000 (94.81%), best:    9529/10000 (95.29%), error:      1701.80566, best error:      1523.27454 on epoch:    54, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 34.5866470337s, input_fired_time: 0.1881799102, output_fired_time: 0.1951244622, propagate_forward_time: 13.2063608170, propagate_backward_time: 18.8646335602, weight_update_time: 0.1348660737, other_time: 2.1323490143
epoch time: 3.0744459629s, input_fired_time: 0.0247696545, output_fired_time: 0.0000000000, propagate_forward_time: 2.6673476696, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3823287487
validation[          , genome  2881] predictions:    9530/  10000 (95.30%), best:    9529/10000 (95.29%), error:      1591.21985, best error:      1523.27454 on epoch:    54, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 34.2606277466s, input_fired_time: 0.1886820495, output_fired_time: 0.1939446628, propagate_forward_time: 13.1323013306, propagate_backward_time: 18.6138648987, weight_update_time: 0.1284620762, other_time: 2.1318359375
epoch time: 3.0077123642s, input_fired_time: 0.0239707623, output_fired_time: 0.0000000000, propagate_forward_time: 2.6018607616, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3818807602
validation[          , genome  2881] predictions:    9520/  10000 (95.20%), best:    9529/10000 (95.29%), error:      1593.40735, best error:      1523.27454 on epoch:    54, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 34.4618415833s, input_fired_time: 0.1876845360, output_fired_time: 0.1961605400, propagate_forward_time: 13.1781129837, propagate_backward_time: 18.7338752747, weight_update_time: 0.1286365092, other_time: 2.1660118103
epoch time: 3.1055777073s, input_fired_time: 0.0241167042, output_fired_time: 0.0000000000, propagate_forward_time: 2.6967096329, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3847513199
validation[          , genome  2881] predictions:    9524/  10000 (95.24%), best:    9529/10000 (95.29%), error:      1562.89465, best error:      1523.27454 on epoch:    54, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 34.2546997070s, input_fired_time: 0.1900350004, output_fired_time: 0.1943811774, propagate_forward_time: 13.0836143494, propagate_backward_time: 18.6647644043, weight_update_time: 0.1280398518, other_time: 2.1219024658
epoch time: 3.0778703690s, input_fired_time: 0.0238957275, output_fired_time: 0.0000000000, propagate_forward_time: 2.6808478832, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3731267452
validation[          , genome  2881] predictions:    9530/  10000 (95.30%), best:    9529/10000 (95.29%), error:      1549.60999, best error:      1523.27454 on epoch:    54, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 34.7967109680s, input_fired_time: 0.1898688525, output_fired_time: 0.1961610317, propagate_forward_time: 13.2960309982, propagate_backward_time: 18.9762668610, weight_update_time: 0.1292788386, other_time: 2.1383838654
epoch time: 3.0917079449s, input_fired_time: 0.0241988059, output_fired_time: 0.0000000000, propagate_forward_time: 2.6806330681, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3868761063
validation[          , genome  2881] predictions:    9521/  10000 (95.21%), best:    9529/10000 (95.29%), error:      1608.43909, best error:      1523.27454 on epoch:    54, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 34.6896133423s, input_fired_time: 0.1899469793, output_fired_time: 0.1970114410, propagate_forward_time: 13.3101615906, propagate_backward_time: 18.8190460205, weight_update_time: 0.1295278966, other_time: 2.1734504700
epoch time: 3.1125338078s, input_fired_time: 0.0241224859, output_fired_time: 0.0000000000, propagate_forward_time: 2.7046055794, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3838057518
validation[          , genome  2881] predictions:    9509/  10000 (95.09%), best:    9529/10000 (95.29%), error:      1601.60364, best error:      1523.27454 on epoch:    54, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 34.6856575012s, input_fired_time: 0.1893306673, output_fired_time: 0.1962669045, propagate_forward_time: 13.2607221603, propagate_backward_time: 18.8630313873, weight_update_time: 0.1307142526, other_time: 2.1763057709
epoch time: 3.0951027870s, input_fired_time: 0.0236846637, output_fired_time: 0.0000000000, propagate_forward_time: 2.6870770454, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3843410015
validation[          , genome  2881] predictions:    9543/  10000 (95.43%), best:    9543/10000 (95.43%), error:      1522.46143, best error:      1522.46143 on epoch:    93, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 35.0009078979s, input_fired_time: 0.1916374713, output_fired_time: 0.1983406395, propagate_forward_time: 13.3808851242, propagate_backward_time: 19.0885066986, weight_update_time: 0.1326192021, other_time: 2.1415348053
epoch time: 3.1014585495s, input_fired_time: 0.0248035956, output_fired_time: 0.0000000000, propagate_forward_time: 2.6905181408, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3861367702
validation[          , genome  2881] predictions:    9520/  10000 (95.20%), best:    9543/10000 (95.43%), error:      1568.96899, best error:      1522.46143 on epoch:    93, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 34.9007797241s, input_fired_time: 0.1906697005, output_fired_time: 0.1962287277, propagate_forward_time: 13.3804779053, propagate_backward_time: 18.9527301788, weight_update_time: 0.1309245378, other_time: 2.1806735992
epoch time: 3.0045168400s, input_fired_time: 0.0235177074, output_fired_time: 0.0000000000, propagate_forward_time: 2.5972259045, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3837733269
validation[          , genome  2881] predictions:    9511/  10000 (95.11%), best:    9543/10000 (95.43%), error:      1647.89587, best error:      1522.46143 on epoch:    93, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 34.8049697876s, input_fired_time: 0.1917016208, output_fired_time: 0.1966046095, propagate_forward_time: 13.2776050568, propagate_backward_time: 18.9335021973, weight_update_time: 0.1311453730, other_time: 2.2055568695
epoch time: 3.1055579185s, input_fired_time: 0.0236984640, output_fired_time: 0.0000000000, propagate_forward_time: 2.6937479973, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3881113529
validation[          , genome  2881] predictions:    9507/  10000 (95.07%), best:    9543/10000 (95.43%), error:      1621.39929, best error:      1522.46143 on epoch:    93, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 34.5313682556s, input_fired_time: 0.1898567528, output_fired_time: 0.1957176030, propagate_forward_time: 13.2089614868, propagate_backward_time: 18.7772750854, weight_update_time: 0.1302497089, other_time: 2.1595573425
epoch time: 2.9043829441s, input_fired_time: 0.0227098353, output_fired_time: 0.0000000000, propagate_forward_time: 2.4976909161, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3839821815
validation[          , genome  2881] predictions:    9522/  10000 (95.22%), best:    9543/10000 (95.43%), error:      1593.10413, best error:      1522.46143 on epoch:    93, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 34.3733634949s, input_fired_time: 0.1878017783, output_fired_time: 0.1938340664, propagate_forward_time: 13.1781835556, propagate_backward_time: 18.6887588501, weight_update_time: 0.1295604706, other_time: 2.1247863770
epoch time: 3.0789582729s, input_fired_time: 0.0238068923, output_fired_time: 0.0000000000, propagate_forward_time: 2.6717691422, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3833823204
validation[          , genome  2881] predictions:    9504/  10000 (95.04%), best:    9543/10000 (95.43%), error:      1658.35938, best error:      1522.46143 on epoch:    93, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 34.4221839905s, input_fired_time: 0.1883633733, output_fired_time: 0.1957854927, propagate_forward_time: 13.1391983032, propagate_backward_time: 18.7167625427, weight_update_time: 0.1299536228, other_time: 2.1820755005
epoch time: 3.0748260021s, input_fired_time: 0.0240894575, output_fired_time: 0.0000000000, propagate_forward_time: 2.6639809608, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3867554665
validation[          , genome  2881] predictions:    9498/  10000 (94.98%), best:    9543/10000 (95.43%), error:      1653.49097, best error:      1522.46143 on epoch:    93, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 34.4042587280s, input_fired_time: 0.1887762547, output_fired_time: 0.1940492243, propagate_forward_time: 13.2015237808, propagate_backward_time: 18.6753120422, weight_update_time: 0.1285632998, other_time: 2.1445960999
epoch time: 3.2374706268s, input_fired_time: 0.0246830769, output_fired_time: 0.0000000000, propagate_forward_time: 2.8187599182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3940277100
validation[          , genome  2881] predictions:    9508/  10000 (95.08%), best:    9543/10000 (95.43%), error:      1604.05310, best error:      1522.46143 on epoch:    93, 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: 15.6194448471s, input_fired_time: 0.1211745217, output_fired_time: 0.0000000000, propagate_forward_time: 13.4673461914, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0309238434
best training[          , genome  2881] predictions:   48480/  50000 (96.96%), best:    9543/10000 (95.43%), error:      5356.89844, best error:      1522.46143 on epoch:    93, 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: 3.1390352249s, input_fired_time: 0.0246558432, output_fired_time: 0.0000000000, propagate_forward_time: 2.7249090672, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3894703388
   testing[          , genome  2881] predictions:    9590/  10000 (95.90%), best:    9543/10000 (95.43%), error:      1362.14246, best error:      1522.46143 on epoch:    93, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
11:06:25 (3576): called boinc_finish(0)

</stderr_txt>
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