Nameexact_genome_1512568488_44_7099_1
Workunit2606787
Created7 Dec 2017, 23:49:26 UTC
Sent7 Dec 2017, 23:58:31 UTC
Report deadline18 Dec 2017, 10:41:18 UTC
Received9 Dec 2017, 11:00:12 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID61120
Run time3 hours 35 min 4 sec
CPU time3 hours 22 min 9 sec
Validate stateValid
Credit2,611.60
Device peak FLOPS2.11 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34

Stderr output

<core_client_version>7.0.80</core_client_version>
<![CDATA[
<stderr_txt>
epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 296.8550109863s, input_fired_time: 8.8519868851, output_fired_time: 3.2385785580, propagate_forward_time: 99.6608963013, propagate_backward_time: 179.2623138428, weight_update_time: 0.1415732205, other_time: 5.8412322998
epoch time: 18.4190979004s, input_fired_time: 0.1845924109, output_fired_time: 0.0000000000, propagate_forward_time: 16.7882595062, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4462451935
validation[          , genome  7099] predictions:    9716/  10000 (97.16%), best:    9736/10000 (97.36%), error:       941.67102, best error:       914.37500 on epoch:    11, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 282.8712768555s, input_fired_time: 2.6325538158, output_fired_time: 2.1633403301, propagate_forward_time: 86.4753494263, propagate_backward_time: 185.1681518555, weight_update_time: 0.1347135454, other_time: 6.4318847656
epoch time: 19.8445281982s, input_fired_time: 0.1914575845, output_fired_time: 0.0000000000, propagate_forward_time: 19.1805458069, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4725246429
validation[          , genome  7099] predictions:    9725/  10000 (97.25%), best:    9725/10000 (97.25%), error:       903.09137, best error:       903.09137 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 280.7398681641s, input_fired_time: 11.6699905396, output_fired_time: 1.2067797184, propagate_forward_time: 87.0394973755, propagate_backward_time: 176.3321533203, weight_update_time: 0.1333893239, other_time: 4.4914550781
epoch time: 20.2122554779s, input_fired_time: 0.1882766336, output_fired_time: 0.0000000000, propagate_forward_time: 15.4729166031, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.5510625839
validation[          , genome  7099] predictions:    9669/  10000 (96.69%), best:    9725/10000 (97.25%), error:      1110.16089, best error:       903.09137 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 290.1591796875s, input_fired_time: 6.7693333626, output_fired_time: 4.2988882065, propagate_forward_time: 79.5112152100, propagate_backward_time: 194.9571685791, weight_update_time: 0.1331233531, other_time: 4.6225585938
epoch time: 18.2519187927s, input_fired_time: 0.1824919134, output_fired_time: 0.0000000000, propagate_forward_time: 17.6288719177, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4405555725
validation[          , genome  7099] predictions:    9601/  10000 (96.01%), best:    9725/10000 (97.25%), error:      1345.30444, best error:       903.09137 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 287.6993103027s, input_fired_time: 3.6548914909, output_fired_time: 4.2235069275, propagate_forward_time: 92.8096847534, propagate_backward_time: 180.4030609131, weight_update_time: 0.1368727237, other_time: 6.6081695557
epoch time: 18.4652214050s, input_fired_time: 0.1875295937, output_fired_time: 0.0000000000, propagate_forward_time: 17.7999839783, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4777069092
validation[          , genome  7099] predictions:    9649/  10000 (96.49%), best:    9725/10000 (97.25%), error:      1182.07251, best error:       903.09137 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 281.4619140625s, input_fired_time: 4.7256593704, output_fired_time: 1.2155488729, propagate_forward_time: 97.0603408813, propagate_backward_time: 170.8917999268, weight_update_time: 0.1336884499, other_time: 7.5685882568
epoch time: 19.9123554230s, input_fired_time: 0.1910346597, output_fired_time: 0.0000000000, propagate_forward_time: 19.2457275391, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4755935669
validation[          , genome  7099] predictions:    9725/  10000 (97.25%), best:    9725/10000 (97.25%), error:       867.99792, best error:       867.99792 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 286.4668579102s, input_fired_time: 4.6677041054, output_fired_time: 3.2557349205, propagate_forward_time: 89.8107452393, propagate_backward_time: 186.1467437744, weight_update_time: 0.1352511793, other_time: 2.5859375000
epoch time: 17.6049861908s, input_fired_time: 0.2038638294, output_fired_time: 0.0000000000, propagate_forward_time: 16.9195671082, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4815559387
validation[          , genome  7099] predictions:    9649/  10000 (96.49%), best:    9725/10000 (97.25%), error:      1211.83740, best error:       867.99792 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 284.6560668945s, input_fired_time: 4.7942628860, output_fired_time: 5.2070455551, propagate_forward_time: 72.3444213867, propagate_backward_time: 193.7945709229, weight_update_time: 0.1391127110, other_time: 8.5157928467
epoch time: 19.8767700195s, input_fired_time: 0.1895245165, output_fired_time: 0.0000000000, propagate_forward_time: 17.1716232300, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5156230927
validation[          , genome  7099] predictions:    9683/  10000 (96.83%), best:    9725/10000 (97.25%), error:      1063.07385, best error:       867.99792 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 288.2078857422s, input_fired_time: 4.2487030029, output_fired_time: 2.2300703526, propagate_forward_time: 90.1374740601, propagate_backward_time: 187.0152130127, weight_update_time: 0.1425482780, other_time: 4.5764007568
epoch time: 19.8172225952s, input_fired_time: 0.1880060434, output_fired_time: 0.0000000000, propagate_forward_time: 18.2249832153, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4042339325
validation[          , genome  7099] predictions:    9731/  10000 (97.31%), best:    9725/10000 (97.25%), error:       939.71082, best error:       867.99792 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 284.5645446777s, input_fired_time: 2.5915405750, output_fired_time: 1.2241646051, propagate_forward_time: 84.4345245361, propagate_backward_time: 192.7452239990, weight_update_time: 0.1332836598, other_time: 3.5690917969
epoch time: 20.7915821075s, input_fired_time: 0.1896231920, output_fired_time: 0.0000000000, propagate_forward_time: 20.1412849426, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4606742859
validation[          , genome  7099] predictions:    9735/  10000 (97.35%), best:    9725/10000 (97.25%), error:       953.55762, best error:       867.99792 on epoch:    20, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 285.1923217773s, input_fired_time: 3.6418242455, output_fired_time: 1.2123562098, propagate_forward_time: 95.3973541260, propagate_backward_time: 178.3646240234, weight_update_time: 0.1322149634, other_time: 6.5761871338
epoch time: 19.7585124969s, input_fired_time: 0.1851944178, output_fired_time: 0.0000000000, propagate_forward_time: 18.0956954956, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4776229858
validation[          , genome  7099] predictions:    9714/  10000 (97.14%), best:    9725/10000 (97.25%), error:       935.61493, best error:       867.99792 on epoch:    20, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 281.0246887207s, input_fired_time: 4.6037430763, output_fired_time: 3.2061502934, propagate_forward_time: 96.2223281860, propagate_backward_time: 171.4349060059, weight_update_time: 1.1889507771, other_time: 5.5575866699
epoch time: 20.0695991516s, input_fired_time: 1.2805786133, output_fired_time: 0.0000000000, propagate_forward_time: 15.3705997467, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.4184207916
validation[          , genome  7099] predictions:    9684/  10000 (96.84%), best:    9725/10000 (97.25%), error:      1076.16113, best error:       867.99792 on epoch:    20, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 285.8435363770s, input_fired_time: 2.5672707558, output_fired_time: 2.2157926559, propagate_forward_time: 96.6750411987, propagate_backward_time: 177.9152984619, weight_update_time: 0.1326453090, other_time: 6.4701385498
epoch time: 20.0012187958s, input_fired_time: 5.2559480667, output_fired_time: 0.0000000000, propagate_forward_time: 14.2765684128, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4687023163
validation[          , genome  7099] predictions:    9727/  10000 (97.27%), best:    9725/10000 (97.25%), error:       924.67450, best error:       867.99792 on epoch:    20, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 281.4925537109s, input_fired_time: 2.6244142056, output_fired_time: 3.3153288364, propagate_forward_time: 92.5313949585, propagate_backward_time: 178.4263916016, weight_update_time: 2.2117586136, other_time: 4.5950012207
epoch time: 19.5583267212s, input_fired_time: 0.1855697930, output_fired_time: 0.0000000000, propagate_forward_time: 16.9144725800, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4582843781
validation[          , genome  7099] predictions:    9694/  10000 (96.94%), best:    9725/10000 (97.25%), error:       934.53064, best error:       867.99792 on epoch:    20, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 280.1757202148s, input_fired_time: 7.5419855118, output_fired_time: 1.2098397017, propagate_forward_time: 89.9171142578, propagate_backward_time: 174.9170227051, weight_update_time: 0.1373531222, other_time: 6.5897521973
epoch time: 19.5293121338s, input_fired_time: 0.1859286577, output_fired_time: 0.0000000000, propagate_forward_time: 18.8902854919, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4530982971
validation[          , genome  7099] predictions:    9724/  10000 (97.24%), best:    9725/10000 (97.25%), error:       907.48169, best error:       867.99792 on epoch:    20, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 279.9224853516s, input_fired_time: 3.7135901451, output_fired_time: 2.1714200974, propagate_forward_time: 80.3296890259, propagate_backward_time: 183.3573913574, weight_update_time: 0.1328269690, other_time: 10.3504028320
epoch time: 20.4125118256s, input_fired_time: 0.1915909797, output_fired_time: 0.0000000000, propagate_forward_time: 19.7573490143, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4635715485
validation[          , genome  7099] predictions:    9723/  10000 (97.23%), best:    9725/10000 (97.25%), error:       936.05707, best error:       867.99792 on epoch:    20, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 279.5939331055s, input_fired_time: 3.5756611824, output_fired_time: 1.2070385218, propagate_forward_time: 95.2478561401, propagate_backward_time: 174.0431671143, weight_update_time: 0.1328823715, other_time: 5.5202178955
epoch time: 19.7387390137s, input_fired_time: 2.1530067921, output_fired_time: 0.0000000000, propagate_forward_time: 17.1242465973, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4614849091
validation[          , genome  7099] predictions:    9760/  10000 (97.60%), best:    9760/10000 (97.60%), error:       826.22119, best error:       826.22119 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 283.3516845703s, input_fired_time: 1.6467014551, output_fired_time: 4.1572504044, propagate_forward_time: 97.0249557495, propagate_backward_time: 176.9496917725, weight_update_time: 0.1377545297, other_time: 3.5730743408
epoch time: 19.5951881409s, input_fired_time: 0.1873720586, output_fired_time: 0.0000000000, propagate_forward_time: 18.9585361481, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4492797852
validation[          , genome  7099] predictions:    9734/  10000 (97.34%), best:    9760/10000 (97.60%), error:       946.01208, best error:       826.22119 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 280.8577575684s, input_fired_time: 1.6275892258, output_fired_time: 1.1985759735, propagate_forward_time: 86.1069183350, propagate_backward_time: 188.4049987793, weight_update_time: 0.1337576509, other_time: 3.5196685791
epoch time: 17.5879154205s, input_fired_time: 0.1856656820, output_fired_time: 0.0000000000, propagate_forward_time: 14.9586629868, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4435873032
validation[          , genome  7099] predictions:    9645/  10000 (96.45%), best:    9760/10000 (97.60%), error:      1145.83728, best error:       826.22119 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 280.7396545410s, input_fired_time: 2.5937817097, output_fired_time: 1.2926388979, propagate_forward_time: 86.8823089600, propagate_backward_time: 184.5278320313, weight_update_time: 0.1408555955, other_time: 5.4430999756
epoch time: 19.9670600891s, input_fired_time: 0.1905039102, output_fired_time: 0.0000000000, propagate_forward_time: 19.3005275726, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4760284424
validation[          , genome  7099] predictions:    9737/  10000 (97.37%), best:    9760/10000 (97.60%), error:       917.15344, best error:       826.22119 on epoch:    31, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 282.9244384766s, input_fired_time: 3.5579614639, output_fired_time: 3.1994485855, propagate_forward_time: 80.4827499390, propagate_backward_time: 190.0944366455, weight_update_time: 0.1398931444, other_time: 5.5898284912
epoch time: 19.5952949524s, input_fired_time: 0.1876693368, output_fired_time: 0.0000000000, propagate_forward_time: 16.9035625458, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5040626526
validation[          , genome  7099] predictions:    9759/  10000 (97.59%), best:    9759/10000 (97.59%), error:       821.74695, best error:       821.74695 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 324.0111999512s, input_fired_time: 4.0359458923, output_fired_time: 3.3750982285, propagate_forward_time: 83.5678100586, propagate_backward_time: 229.0439453125, weight_update_time: 0.1381410658, other_time: 3.9884033203
epoch time: 17.8430862427s, input_fired_time: 0.1937346309, output_fired_time: 0.0000000000, propagate_forward_time: 17.1752548218, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4740962982
validation[          , genome  7099] predictions:    9757/  10000 (97.57%), best:    9759/10000 (97.59%), error:       877.75446, best error:       821.74695 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 334.9378051758s, input_fired_time: 2.9053678513, output_fired_time: 3.4301955700, propagate_forward_time: 97.1883010864, propagate_backward_time: 224.4300079346, weight_update_time: 0.1552343369, other_time: 6.9839324951
epoch time: 24.4911556244s, input_fired_time: 0.2118742913, output_fired_time: 0.0000000000, propagate_forward_time: 23.7594108582, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5198707581
validation[          , genome  7099] predictions:    9685/  10000 (96.85%), best:    9759/10000 (97.59%), error:      1038.70386, best error:       821.74695 on epoch:    35, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 310.5991516113s, input_fired_time: 5.8521370888, output_fired_time: 4.3703088760, propagate_forward_time: 108.8330001831, propagate_backward_time: 180.7418823242, weight_update_time: 0.1454215497, other_time: 10.8018188477
epoch time: 23.1079139709s, input_fired_time: 0.2211540937, output_fired_time: 0.0000000000, propagate_forward_time: 22.3654861450, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5212745667
validation[          , genome  7099] predictions:    9659/  10000 (96.59%), best:    9759/10000 (97.59%), error:      1235.53516, best error:       821.74695 on epoch:    35, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 326.6938476563s, input_fired_time: 7.9319200516, output_fired_time: 4.4478030205, propagate_forward_time: 120.0424194336, propagate_backward_time: 191.1500244141, weight_update_time: 0.1487280130, other_time: 3.1216735840
epoch time: 24.9541168213s, input_fired_time: 0.2487302423, output_fired_time: 0.0000000000, propagate_forward_time: 24.1405086517, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5648784637
validation[          , genome  7099] predictions:    9705/  10000 (97.05%), best:    9759/10000 (97.59%), error:       920.52795, best error:       821.74695 on epoch:    35, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 308.5014953613s, input_fired_time: 2.7859749794, output_fired_time: 1.3371804953, propagate_forward_time: 104.8841247559, propagate_backward_time: 192.7225646973, weight_update_time: 0.1550603211, other_time: 6.7716369629
epoch time: 19.8446731567s, input_fired_time: 2.3472061157, output_fired_time: 0.0000000000, propagate_forward_time: 17.0304546356, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4670124054
validation[          , genome  7099] predictions:    9704/  10000 (97.04%), best:    9759/10000 (97.59%), error:       967.61609, best error:       821.74695 on epoch:    35, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 285.3660583496s, input_fired_time: 2.6896741390, output_fired_time: 1.2678760290, propagate_forward_time: 101.9459533691, propagate_backward_time: 175.6772613525, weight_update_time: 0.1529687792, other_time: 3.7852935791
epoch time: 19.8325042725s, input_fired_time: 0.1926834881, output_fired_time: 0.0000000000, propagate_forward_time: 18.1297779083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5100421906
validation[          , genome  7099] predictions:    9723/  10000 (97.23%), best:    9759/10000 (97.59%), error:       939.15942, best error:       821.74695 on epoch:    35, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 305.6222534180s, input_fired_time: 5.7330002785, output_fired_time: 1.3500531912, propagate_forward_time: 98.4393005371, propagate_backward_time: 197.2185821533, weight_update_time: 0.1528764367, other_time: 2.8813018799
epoch time: 24.4356822968s, input_fired_time: 0.2360229790, output_fired_time: 0.0000000000, propagate_forward_time: 22.6440258026, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5556335449
validation[          , genome  7099] predictions:    9778/  10000 (97.78%), best:    9778/10000 (97.78%), error:       795.96222, best error:       795.96222 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 320.1723632813s, input_fired_time: 3.8789870739, output_fired_time: 1.4181027412, propagate_forward_time: 98.4018707275, propagate_backward_time: 212.3201293945, weight_update_time: 0.1640234739, other_time: 4.1532745361
epoch time: 23.2037372589s, input_fired_time: 0.2095544189, output_fired_time: 0.0000000000, propagate_forward_time: 22.4485454559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5456371307
validation[          , genome  7099] predictions:    9727/  10000 (97.27%), best:    9778/10000 (97.78%), error:       918.66162, best error:       795.96222 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 329.7843627930s, input_fired_time: 4.0061244965, output_fired_time: 3.2806541920, propagate_forward_time: 102.7502136230, propagate_backward_time: 210.6931152344, weight_update_time: 0.1479091495, other_time: 9.0542602539
epoch time: 21.6620769501s, input_fired_time: 0.2226334363, output_fired_time: 0.0000000000, propagate_forward_time: 20.9432773590, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4961662292
validation[          , genome  7099] predictions:    9736/  10000 (97.36%), best:    9778/10000 (97.78%), error:       933.97186, best error:       795.96222 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 325.5643005371s, input_fired_time: 5.9703049660, output_fired_time: 1.4023089409, propagate_forward_time: 97.2897872925, propagate_backward_time: 213.9058990479, weight_update_time: 0.1484566629, other_time: 6.9959869385
epoch time: 22.7006950378s, input_fired_time: 0.2814632356, output_fired_time: 0.0000000000, propagate_forward_time: 21.8792839050, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5399475098
validation[          , genome  7099] predictions:    9751/  10000 (97.51%), best:    9778/10000 (97.78%), error:       852.85742, best error:       795.96222 on epoch:    42, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 333.0359802246s, input_fired_time: 7.3449163437, output_fired_time: 4.3969016075, propagate_forward_time: 103.5677871704, propagate_backward_time: 211.9946594238, weight_update_time: 0.1431536078, other_time: 5.7317199707
epoch time: 17.6867141724s, input_fired_time: 0.1924943030, output_fired_time: 0.0000000000, propagate_forward_time: 17.0171413422, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4770793915
validation[          , genome  7099] predictions:    9705/  10000 (97.05%), best:    9778/10000 (97.78%), error:       977.59906, best error:       795.96222 on epoch:    42, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 460.8396911621s, input_fired_time: 5.6833987236, output_fired_time: 2.0730011463, propagate_forward_time: 154.0669708252, propagate_backward_time: 291.8269653320, weight_update_time: 0.2113448977, other_time: 7.1893310547
epoch time: 48.4730453491s, input_fired_time: 0.4303875864, output_fired_time: 0.0000000000, propagate_forward_time: 47.2026023865, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8400535583
validation[          , genome  7099] predictions:    9754/  10000 (97.54%), best:    9778/10000 (97.78%), error:       830.31763, best error:       795.96222 on epoch:    42, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 623.4174194336s, input_fired_time: 7.5565958023, output_fired_time: 9.6631774902, propagate_forward_time: 220.7839508057, propagate_backward_time: 374.8796997070, weight_update_time: 1.3078606129, other_time: 10.5339965820
epoch time: 41.0161628723s, input_fired_time: 0.4483550489, output_fired_time: 0.0000000000, propagate_forward_time: 38.6743888855, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8934173584
validation[          , genome  7099] predictions:    9667/  10000 (96.67%), best:    9778/10000 (97.78%), error:      1092.74792, best error:       795.96222 on epoch:    42, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 324.9463500977s, input_fired_time: 5.8048706055, output_fired_time: 7.4096460342, propagate_forward_time: 109.1126022339, propagate_backward_time: 196.6263885498, weight_update_time: 0.1514207125, other_time: 5.9928436279
epoch time: 22.9866104126s, input_fired_time: 0.2266004235, output_fired_time: 0.0000000000, propagate_forward_time: 20.3277740479, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4322357178
validation[          , genome  7099] predictions:    9685/  10000 (96.85%), best:    9778/10000 (97.78%), error:      1069.87024, best error:       795.96222 on epoch:    42, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 293.9817504883s, input_fired_time: 7.6876597404, output_fired_time: 3.2546544075, propagate_forward_time: 83.0099716187, propagate_backward_time: 192.3730926514, weight_update_time: 0.1371616721, other_time: 7.6563568115
epoch time: 23.0300273895s, input_fired_time: 0.2065166980, output_fired_time: 0.0000000000, propagate_forward_time: 20.2985439301, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5249671936
validation[          , genome  7099] predictions:    9640/  10000 (96.40%), best:    9778/10000 (97.78%), error:      1198.36841, best error:       795.96222 on epoch:    42, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 372.4169921875s, input_fired_time: 7.6522922516, output_fired_time: 7.7213950157, propagate_forward_time: 130.1546173096, propagate_backward_time: 217.2743072510, weight_update_time: 0.1573767662, other_time: 9.6143798828
epoch time: 42.2811965942s, input_fired_time: 0.3577625751, output_fired_time: 0.0000000000, propagate_forward_time: 40.2664413452, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6569938660
validation[          , genome  7099] predictions:    9766/  10000 (97.66%), best:    9778/10000 (97.78%), error:       856.61548, best error:       795.96222 on epoch:    42, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 289.8049926758s, input_fired_time: 1.6663182974, output_fired_time: 3.3525526524, propagate_forward_time: 86.9457931519, propagate_backward_time: 188.2663726807, weight_update_time: 0.1349584311, other_time: 9.5739593506
epoch time: 17.4548149109s, input_fired_time: 0.1924523264, output_fired_time: 0.0000000000, propagate_forward_time: 16.8108921051, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4514713287
validation[          , genome  7099] predictions:    9490/  10000 (94.90%), best:    9778/10000 (97.78%), error:      1637.55481, best error:       795.96222 on epoch:    42, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 279.7769470215s, input_fired_time: 3.6643109322, output_fired_time: 2.2243459225, propagate_forward_time: 106.6003570557, propagate_backward_time: 161.7705535889, weight_update_time: 0.1335163414, other_time: 5.5173950195
epoch time: 17.4952602386s, input_fired_time: 0.1916365474, output_fired_time: 0.0000000000, propagate_forward_time: 15.8464345932, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4571886063
validation[          , genome  7099] predictions:    9759/  10000 (97.59%), best:    9778/10000 (97.78%), error:       871.28461, best error:       795.96222 on epoch:    42, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 280.5650939941s, input_fired_time: 3.7471809387, output_fired_time: 3.1006324291, propagate_forward_time: 73.5766677856, propagate_backward_time: 197.5737609863, weight_update_time: 0.1341178566, other_time: 2.5668334961
epoch time: 18.5893192291s, input_fired_time: 0.1906330884, output_fired_time: 0.0000000000, propagate_forward_time: 13.9389543533, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.4597311020
validation[          , genome  7099] predictions:    9721/  10000 (97.21%), best:    9778/10000 (97.78%), error:       990.93994, best error:       795.96222 on epoch:    42, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 283.4682922363s, input_fired_time: 1.6468859911, output_fired_time: 3.2081561089, propagate_forward_time: 72.7796554565, propagate_backward_time: 199.3097686768, weight_update_time: 0.1331977993, other_time: 6.5238189697
epoch time: 19.5269184113s, input_fired_time: 0.1883595586, output_fired_time: 0.0000000000, propagate_forward_time: 16.8792362213, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4593219757
validation[          , genome  7099] predictions:    9770/  10000 (97.70%), best:    9778/10000 (97.78%), error:       819.44043, best error:       795.96222 on epoch:    42, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 281.2736816406s, input_fired_time: 2.6631886959, output_fired_time: 2.3028762341, propagate_forward_time: 87.2051162720, propagate_backward_time: 183.5847473145, weight_update_time: 0.1346017718, other_time: 5.5177612305
epoch time: 18.4349002838s, input_fired_time: 0.1879178733, output_fired_time: 0.0000000000, propagate_forward_time: 16.7904682159, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4565143585
validation[          , genome  7099] predictions:    9766/  10000 (97.66%), best:    9778/10000 (97.78%), error:       827.70239, best error:       795.96222 on epoch:    42, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 279.8045654297s, input_fired_time: 4.6411390305, output_fired_time: 1.2058879137, propagate_forward_time: 83.8354721069, propagate_backward_time: 184.6325683594, weight_update_time: 0.1318967193, other_time: 5.4894714355
epoch time: 18.4974632263s, input_fired_time: 0.1911035031, output_fired_time: 0.0000000000, propagate_forward_time: 16.8386592865, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4677009583
validation[          , genome  7099] predictions:    9775/  10000 (97.75%), best:    9778/10000 (97.78%), error:       810.06329, best error:       795.96222 on epoch:    42, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 279.8422241211s, input_fired_time: 1.6539283991, output_fired_time: 1.1999819279, propagate_forward_time: 101.4074096680, propagate_backward_time: 170.0944824219, weight_update_time: 0.1328797489, other_time: 5.4864196777
epoch time: 17.4442462921s, input_fired_time: 0.1911770254, output_fired_time: 0.0000000000, propagate_forward_time: 16.8083496094, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4447193146
validation[          , genome  7099] predictions:    9752/  10000 (97.52%), best:    9778/10000 (97.78%), error:       847.98578, best error:       795.96222 on epoch:    42, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 283.7626647949s, input_fired_time: 2.6425867081, output_fired_time: 1.2014240026, propagate_forward_time: 79.6082382202, propagate_backward_time: 194.7938690186, weight_update_time: 0.1334954649, other_time: 5.5165557861
epoch time: 18.3485946655s, input_fired_time: 0.1894165128, output_fired_time: 0.0000000000, propagate_forward_time: 17.7016696930, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4575080872
validation[          , genome  7099] predictions:    9722/  10000 (97.22%), best:    9778/10000 (97.78%), error:       953.62714, best error:       795.96222 on epoch:    42, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 278.6769714355s, input_fired_time: 5.6310305595, output_fired_time: 1.1805547476, propagate_forward_time: 68.1049499512, propagate_backward_time: 195.1811218262, weight_update_time: 0.1338851452, other_time: 8.5793151855
epoch time: 19.8467063904s, input_fired_time: 3.1974675655, output_fired_time: 0.0000000000, propagate_forward_time: 16.1906547546, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4585838318
validation[          , genome  7099] predictions:    9733/  10000 (97.33%), best:    9778/10000 (97.78%), error:       911.71625, best error:       795.96222 on epoch:    42, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 283.4138183594s, input_fired_time: 4.5829410553, output_fired_time: 1.2466946840, propagate_forward_time: 80.0315246582, propagate_backward_time: 190.9254455566, weight_update_time: 0.1509065032, other_time: 6.6271972656
epoch time: 19.5826911926s, input_fired_time: 0.1992515624, output_fired_time: 0.0000000000, propagate_forward_time: 18.9148159027, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4686241150
validation[          , genome  7099] predictions:    9740/  10000 (97.40%), best:    9778/10000 (97.78%), error:       855.96783, best error:       795.96222 on epoch:    42, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 293.1602478027s, input_fired_time: 3.7708907127, output_fired_time: 2.2292919159, propagate_forward_time: 90.6549987793, propagate_backward_time: 191.8277435303, weight_update_time: 0.1387070715, other_time: 4.6773223877
epoch time: 20.0881919861s, input_fired_time: 0.1993534863, output_fired_time: 0.0000000000, propagate_forward_time: 18.3775005341, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5113372803
validation[          , genome  7099] predictions:    9603/  10000 (96.03%), best:    9778/10000 (97.78%), error:      1348.89185, best error:       795.96222 on epoch:    42, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 301.5448913574s, input_fired_time: 6.8438172340, output_fired_time: 6.3507900238, propagate_forward_time: 95.3798141479, propagate_backward_time: 187.1313781738, weight_update_time: 0.1388590485, other_time: 5.8390808105
epoch time: 20.0104827881s, input_fired_time: 0.2018767595, output_fired_time: 0.0000000000, propagate_forward_time: 19.3150634766, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4935417175
validation[          , genome  7099] predictions:    9775/  10000 (97.75%), best:    9775/10000 (97.75%), error:       771.22485, best error:       771.22485 on epoch:    63, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 282.0789489746s, input_fired_time: 3.5786173344, output_fired_time: 2.2308416367, propagate_forward_time: 86.0237274170, propagate_backward_time: 183.6288299561, weight_update_time: 0.1363939196, other_time: 6.6169433594
epoch time: 18.4447975159s, input_fired_time: 0.1895076334, output_fired_time: 0.0000000000, propagate_forward_time: 17.8017024994, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4535865784
validation[          , genome  7099] predictions:    9768/  10000 (97.68%), best:    9775/10000 (97.75%), error:       826.61353, best error:       771.22485 on epoch:    63, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 278.2911987305s, input_fired_time: 2.6748406887, output_fired_time: 6.1915855408, propagate_forward_time: 91.9627838135, propagate_backward_time: 172.8740997314, weight_update_time: 1.1328364611, other_time: 4.5878906250
epoch time: 18.6524066925s, input_fired_time: 0.1891739666, output_fired_time: 0.0000000000, propagate_forward_time: 17.0058994293, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4573326111
validation[          , genome  7099] predictions:    9743/  10000 (97.43%), best:    9775/10000 (97.75%), error:       866.12122, best error:       771.22485 on epoch:    63, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 280.5191040039s, input_fired_time: 1.6955713034, output_fired_time: 2.2131950855, propagate_forward_time: 97.0109710693, propagate_backward_time: 175.0278015137, weight_update_time: 0.1341713667, other_time: 4.5715789795
epoch time: 19.4785003662s, input_fired_time: 0.2455022186, output_fired_time: 0.0000000000, propagate_forward_time: 16.7774047852, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4555931091
validation[          , genome  7099] predictions:    9740/  10000 (97.40%), best:    9775/10000 (97.75%), error:       929.41870, best error:       771.22485 on epoch:    63, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 276.9833068848s, input_fired_time: 6.6275405884, output_fired_time: 6.1937165260, propagate_forward_time: 58.6146965027, propagate_backward_time: 200.9906768799, weight_update_time: 1.1354248524, other_time: 4.5566711426
epoch time: 18.4169826508s, input_fired_time: 0.1909154356, output_fired_time: 0.0000000000, propagate_forward_time: 17.7684917450, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4575748444
validation[          , genome  7099] predictions:    9759/  10000 (97.59%), best:    9775/10000 (97.75%), error:       838.74347, best error:       771.22485 on epoch:    63, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 275.5626220703s, input_fired_time: 4.6450095177, output_fired_time: 4.2115101814, propagate_forward_time: 82.6029434204, propagate_backward_time: 178.6302947998, weight_update_time: 0.1331945956, other_time: 5.4728546143
epoch time: 19.7071914673s, input_fired_time: 0.1967886537, output_fired_time: 0.0000000000, propagate_forward_time: 19.0427074432, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4676952362
validation[          , genome  7099] predictions:    9764/  10000 (97.64%), best:    9775/10000 (97.75%), error:       803.52362, best error:       771.22485 on epoch:    63, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 280.6249389648s, input_fired_time: 5.6393370628, output_fired_time: 4.1846055984, propagate_forward_time: 77.3086776733, propagate_backward_time: 187.0009460449, weight_update_time: 2.1503615379, other_time: 6.4913635254
epoch time: 17.6308422089s, input_fired_time: 0.1886353344, output_fired_time: 0.0000000000, propagate_forward_time: 16.9639263153, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4782810211
validation[          , genome  7099] predictions:    9744/  10000 (97.44%), best:    9775/10000 (97.75%), error:       885.52698, best error:       771.22485 on epoch:    63, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 283.4464416504s, input_fired_time: 4.6481456757, output_fired_time: 2.2109870911, propagate_forward_time: 72.6180038452, propagate_backward_time: 192.3905029297, weight_update_time: 2.1414351463, other_time: 11.5787963867
epoch time: 19.5998020172s, input_fired_time: 1.2098219395, output_fired_time: 0.0000000000, propagate_forward_time: 16.9522037506, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4377765656
validation[          , genome  7099] predictions:    9592/  10000 (95.92%), best:    9775/10000 (97.75%), error:      1312.84766, best error:       771.22485 on epoch:    63, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 283.1594848633s, input_fired_time: 2.6787617207, output_fired_time: 1.2390235662, propagate_forward_time: 76.2426452637, propagate_backward_time: 199.4166412354, weight_update_time: 0.1406424791, other_time: 3.5824127197
epoch time: 17.5358562469s, input_fired_time: 0.1905594468, output_fired_time: 0.0000000000, propagate_forward_time: 15.8413419724, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5039548874
validation[          , genome  7099] predictions:    9705/  10000 (97.05%), best:    9775/10000 (97.75%), error:       995.31415, best error:       771.22485 on epoch:    63, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 274.5471191406s, input_fired_time: 3.6654360294, output_fired_time: 2.2132165432, propagate_forward_time: 104.9039459229, propagate_backward_time: 157.2770538330, weight_update_time: 0.1333142817, other_time: 6.4874572754
epoch time: 17.3267707825s, input_fired_time: 0.1909860075, output_fired_time: 0.0000000000, propagate_forward_time: 16.6759757996, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4598083496
validation[          , genome  7099] predictions:    9738/  10000 (97.38%), best:    9775/10000 (97.75%), error:       898.87189, best error:       771.22485 on epoch:    63, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 280.5638122559s, input_fired_time: 1.7059137821, output_fired_time: 3.1888239384, propagate_forward_time: 74.0923461914, propagate_backward_time: 195.0337829590, weight_update_time: 0.1342227012, other_time: 6.5429687500
epoch time: 19.3279018402s, input_fired_time: 0.1899638027, output_fired_time: 0.0000000000, propagate_forward_time: 16.6917743683, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4461631775
validation[          , genome  7099] predictions:    9780/  10000 (97.80%), best:    9775/10000 (97.75%), error:       780.58392, best error:       771.22485 on epoch:    63, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 275.0247192383s, input_fired_time: 5.6638484001, output_fired_time: 2.1899631023, propagate_forward_time: 97.5065536499, propagate_backward_time: 166.1762542725, weight_update_time: 0.1318953037, other_time: 3.4880828857
epoch time: 17.3874797821s, input_fired_time: 0.1936876476, output_fired_time: 0.0000000000, propagate_forward_time: 16.7411441803, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4526481628
validation[          , genome  7099] predictions:    9757/  10000 (97.57%), best:    9775/10000 (97.75%), error:       825.53394, best error:       771.22485 on epoch:    63, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 275.2763671875s, input_fired_time: 7.5866708755, output_fired_time: 4.1960530281, propagate_forward_time: 104.9708099365, propagate_backward_time: 147.9803161621, weight_update_time: 0.1322496682, other_time: 10.5425262451
epoch time: 17.3036251068s, input_fired_time: 0.1917708218, output_fired_time: 0.0000000000, propagate_forward_time: 16.6610488892, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4508056641
validation[          , genome  7099] predictions:    9665/  10000 (96.65%), best:    9775/10000 (97.75%), error:      1121.70679, best error:       771.22485 on epoch:    63, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 277.2606506348s, input_fired_time: 4.6540207863, output_fired_time: 2.1865174770, propagate_forward_time: 94.0177078247, propagate_backward_time: 166.9043884277, weight_update_time: 2.1330120564, other_time: 9.4980163574
epoch time: 19.4520130157s, input_fired_time: 2.2018020153, output_fired_time: 0.0000000000, propagate_forward_time: 16.8037338257, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4464778900
validation[          , genome  7099] predictions:    9757/  10000 (97.57%), best:    9775/10000 (97.75%), error:       839.87317, best error:       771.22485 on epoch:    63, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 280.0653991699s, input_fired_time: 2.6849305630, output_fired_time: 3.1915295124, propagate_forward_time: 72.1711044312, propagate_backward_time: 198.4940185547, weight_update_time: 0.1334184557, other_time: 3.5238037109
epoch time: 17.5308742523s, input_fired_time: 0.2052686363, output_fired_time: 0.0000000000, propagate_forward_time: 16.8731822968, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4524230957
validation[          , genome  7099] predictions:    9730/  10000 (97.30%), best:    9775/10000 (97.75%), error:       917.72784, best error:       771.22485 on epoch:    63, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 281.7889404297s, input_fired_time: 3.6758847237, output_fired_time: 2.2293779850, propagate_forward_time: 94.1413497925, propagate_backward_time: 177.2419433594, weight_update_time: 0.1320541054, other_time: 4.5003967285
epoch time: 17.6092281342s, input_fired_time: 0.1934296489, output_fired_time: 0.0000000000, propagate_forward_time: 16.9640712738, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4517269135
validation[          , genome  7099] predictions:    9739/  10000 (97.39%), best:    9775/10000 (97.75%), error:       904.00061, best error:       771.22485 on epoch:    63, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 280.4855346680s, input_fired_time: 2.6722092628, output_fired_time: 1.2159309387, propagate_forward_time: 93.4182434082, propagate_backward_time: 175.6974792480, weight_update_time: 0.1329830736, other_time: 7.4816589355
epoch time: 19.5507431030s, input_fired_time: 0.1946737021, output_fired_time: 0.0000000000, propagate_forward_time: 16.9039573669, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4521121979
validation[          , genome  7099] predictions:    9736/  10000 (97.36%), best:    9775/10000 (97.75%), error:       873.40515, best error:       771.22485 on epoch:    63, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 282.3518676758s, input_fired_time: 3.7344098091, output_fired_time: 1.2401651144, propagate_forward_time: 85.4187240601, propagate_backward_time: 181.4272308350, weight_update_time: 0.1325697452, other_time: 10.5313262939
epoch time: 19.7028903961s, input_fired_time: 0.2114522010, output_fired_time: 0.0000000000, propagate_forward_time: 19.0367126465, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4547252655
validation[          , genome  7099] predictions:    9670/  10000 (96.70%), best:    9775/10000 (97.75%), error:      1216.62500, best error:       771.22485 on epoch:    63, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 284.3155212402s, input_fired_time: 8.6568441391, output_fired_time: 2.2395734787, propagate_forward_time: 72.9290847778, propagate_backward_time: 196.9453735352, weight_update_time: 0.1327207685, other_time: 3.5446777344
epoch time: 18.6516284943s, input_fired_time: 0.1944048256, output_fired_time: 0.0000000000, propagate_forward_time: 18.0035743713, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4536495209
validation[          , genome  7099] predictions:    9748/  10000 (97.48%), best:    9775/10000 (97.75%), error:       887.72058, best error:       771.22485 on epoch:    63, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 279.8291015625s, input_fired_time: 4.6871352196, output_fired_time: 1.2043286562, propagate_forward_time: 75.8287429810, propagate_backward_time: 189.5601043701, weight_update_time: 0.1330264807, other_time: 8.5488128662
epoch time: 18.4431648254s, input_fired_time: 0.1920324862, output_fired_time: 0.0000000000, propagate_forward_time: 17.8006324768, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4505004883
validation[          , genome  7099] predictions:    9744/  10000 (97.44%), best:    9775/10000 (97.75%), error:       950.23438, best error:       771.22485 on epoch:    63, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 278.1114807129s, input_fired_time: 5.6770634651, output_fired_time: 5.1861691475, propagate_forward_time: 79.0913391113, propagate_backward_time: 183.6459503174, weight_update_time: 0.1339895576, other_time: 4.5109710693
epoch time: 19.4573459625s, input_fired_time: 1.1936240196, output_fired_time: 0.0000000000, propagate_forward_time: 17.8029193878, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4608020782
validation[          , genome  7099] predictions:    9772/  10000 (97.72%), best:    9775/10000 (97.75%), error:       775.28351, best error:       771.22485 on epoch:    63, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 280.4671936035s, input_fired_time: 1.6844786406, output_fired_time: 5.1732540131, propagate_forward_time: 101.7454910278, propagate_backward_time: 166.2920684814, weight_update_time: 0.1342467815, other_time: 5.5719146729
epoch time: 17.6715316772s, input_fired_time: 0.1955162734, output_fired_time: 0.0000000000, propagate_forward_time: 17.0098743439, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4661407471
validation[          , genome  7099] predictions:    9781/  10000 (97.81%), best:    9775/10000 (97.75%), error:       821.71448, best error:       771.22485 on epoch:    63, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 282.1874694824s, input_fired_time: 3.6765983105, output_fired_time: 3.2600805759, propagate_forward_time: 89.7315979004, propagate_backward_time: 180.0180358887, weight_update_time: 0.1330133975, other_time: 5.5011596680
epoch time: 17.4138107300s, input_fired_time: 1.1937258244, output_fired_time: 0.0000000000, propagate_forward_time: 15.7460565567, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4740285873
validation[          , genome  7099] predictions:    9773/  10000 (97.73%), best:    9775/10000 (97.75%), error:       805.96844, best error:       771.22485 on epoch:    63, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 279.6384277344s, input_fired_time: 3.6743154526, output_fired_time: 2.1974573135, propagate_forward_time: 87.2553634644, propagate_backward_time: 180.9531402588, weight_update_time: 0.1339575499, other_time: 5.5581512451
epoch time: 17.3709163666s, input_fired_time: 0.1958636194, output_fired_time: 0.0000000000, propagate_forward_time: 16.7234630585, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4515895844
validation[          , genome  7099] predictions:    9774/  10000 (97.74%), best:    9775/10000 (97.75%), error:       828.47858, best error:       771.22485 on epoch:    63, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 277.2673645020s, input_fired_time: 1.6617047787, output_fired_time: 1.1820731163, propagate_forward_time: 96.7041015625, propagate_backward_time: 172.2129821777, weight_update_time: 0.1376393437, other_time: 5.5065002441
epoch time: 18.3972854614s, input_fired_time: 0.1949447989, output_fired_time: 0.0000000000, propagate_forward_time: 17.7504978180, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4518432617
validation[          , genome  7099] predictions:    9732/  10000 (97.32%), best:    9775/10000 (97.75%), error:       869.71326, best error:       771.22485 on epoch:    63, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 282.6320495605s, input_fired_time: 5.7282929420, output_fired_time: 4.2235388756, propagate_forward_time: 86.3129653931, propagate_backward_time: 182.7854766846, weight_update_time: 0.1336396039, other_time: 3.5817718506
epoch time: 18.5263710022s, input_fired_time: 0.2155763209, output_fired_time: 0.0000000000, propagate_forward_time: 15.8277244568, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4830703735
validation[          , genome  7099] predictions:    9679/  10000 (96.79%), best:    9775/10000 (97.75%), error:      1095.34937, best error:       771.22485 on epoch:    63, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 283.4196777344s, input_fired_time: 1.6509375572, output_fired_time: 6.1905479431, propagate_forward_time: 77.0274887085, propagate_backward_time: 195.9734497070, weight_update_time: 0.1427256763, other_time: 2.5772399902
epoch time: 19.5195789337s, input_fired_time: 0.1969416291, output_fired_time: 0.0000000000, propagate_forward_time: 16.8609676361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4616699219
validation[          , genome  7099] predictions:    9810/  10000 (98.10%), best:    9810/10000 (98.10%), error:       727.75116, best error:       727.75116 on epoch:    89, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 279.9371643066s, input_fired_time: 7.6974153519, output_fired_time: 1.2180116177, propagate_forward_time: 109.6271362305, propagate_backward_time: 151.8664855957, weight_update_time: 0.1322383434, other_time: 9.5281066895
epoch time: 18.4814205170s, input_fired_time: 0.1959447414, output_fired_time: 0.0000000000, propagate_forward_time: 17.8265323639, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4589443207
validation[          , genome  7099] predictions:    9785/  10000 (97.85%), best:    9810/10000 (98.10%), error:       784.96246, best error:       727.75116 on epoch:    89, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 279.9793701172s, input_fired_time: 5.7054910660, output_fired_time: 3.2177252769, propagate_forward_time: 97.0506134033, propagate_backward_time: 169.4976654053, weight_update_time: 0.1323595792, other_time: 4.5078735352
epoch time: 17.8045902252s, input_fired_time: 0.2038708478, output_fired_time: 0.0000000000, propagate_forward_time: 17.1355094910, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4652099609
validation[          , genome  7099] predictions:    9798/  10000 (97.98%), best:    9810/10000 (98.10%), error:       729.36487, best error:       727.75116 on epoch:    89, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 279.6384277344s, input_fired_time: 6.7324104309, output_fired_time: 4.2048702240, propagate_forward_time: 100.2798843384, propagate_backward_time: 159.8549652100, weight_update_time: 0.1326812655, other_time: 8.5662994385
epoch time: 18.5344791412s, input_fired_time: 0.1950190067, output_fired_time: 0.0000000000, propagate_forward_time: 17.8714542389, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4680061340
validation[          , genome  7099] predictions:    9764/  10000 (97.64%), best:    9810/10000 (98.10%), error:       848.87079, best error:       727.75116 on epoch:    89, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 280.2750549316s, input_fired_time: 3.6529383659, output_fired_time: 5.2266697884, propagate_forward_time: 83.8972473145, propagate_backward_time: 184.9860839844, weight_update_time: 0.1320379525, other_time: 2.5121154785
epoch time: 19.5515632629s, input_fired_time: 0.1966637075, output_fired_time: 0.0000000000, propagate_forward_time: 18.8984031677, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4564971924
validation[          , genome  7099] predictions:    9744/  10000 (97.44%), best:    9810/10000 (98.10%), error:       906.70020, best error:       727.75116 on epoch:    89, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 276.9092712402s, input_fired_time: 9.6985082626, output_fired_time: 1.2586226463, propagate_forward_time: 84.0353927612, propagate_backward_time: 177.3766326904, weight_update_time: 1.1340117455, other_time: 4.5400848389
epoch time: 18.3902931213s, input_fired_time: 0.1954969764, output_fired_time: 0.0000000000, propagate_forward_time: 17.7339134216, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4608821869
validation[          , genome  7099] predictions:    9749/  10000 (97.49%), best:    9810/10000 (98.10%), error:       881.25708, best error:       727.75116 on epoch:    89, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 280.1217651367s, input_fired_time: 4.6886925697, output_fired_time: 1.1928182840, propagate_forward_time: 85.4876556396, propagate_backward_time: 184.2958679199, weight_update_time: 0.1346511543, other_time: 4.4567413330
epoch time: 17.6017284393s, input_fired_time: 1.2038166523, output_fired_time: 0.0000000000, propagate_forward_time: 15.8915681839, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5063428879
validation[          , genome  7099] predictions:    9687/  10000 (96.87%), best:    9810/10000 (98.10%), error:      1077.02966, best error:       727.75116 on epoch:    89, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 286.3199768066s, input_fired_time: 1.6859810352, output_fired_time: 1.2088526487, propagate_forward_time: 82.0339965820, propagate_backward_time: 194.8761901855, weight_update_time: 0.1344891936, other_time: 6.5149536133
epoch time: 19.8830604553s, input_fired_time: 0.1984978914, output_fired_time: 0.0000000000, propagate_forward_time: 16.2064895630, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.4780731201
validation[          , genome  7099] predictions:    9779/  10000 (97.79%), best:    9810/10000 (98.10%), error:       794.15625, best error:       727.75116 on epoch:    89, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 279.9569702148s, input_fired_time: 6.7198796272, output_fired_time: 1.1986193657, propagate_forward_time: 95.4315414429, propagate_backward_time: 170.0755157471, weight_update_time: 0.1345299929, other_time: 6.5314178467
epoch time: 19.3779373169s, input_fired_time: 0.2099753320, output_fired_time: 0.0000000000, propagate_forward_time: 17.7052135468, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4627475739
validation[          , genome  7099] predictions:    9772/  10000 (97.72%), best:    9810/10000 (98.10%), error:       780.89557, best error:       727.75116 on epoch:    89, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 279.8846435547s, input_fired_time: 1.6690069437, output_fired_time: 9.2001152039, propagate_forward_time: 87.2920379639, propagate_backward_time: 176.2574310303, weight_update_time: 0.1325555891, other_time: 5.4660644531
epoch time: 19.5691871643s, input_fired_time: 0.1994600296, output_fired_time: 0.0000000000, propagate_forward_time: 18.8638267517, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5059013367
validation[          , genome  7099] predictions:    9736/  10000 (97.36%), best:    9810/10000 (98.10%), error:       896.78711, best error:       727.75116 on epoch:    89, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 313.4637756348s, input_fired_time: 7.0028920174, output_fired_time: 1.3261531591, propagate_forward_time: 95.4179153442, propagate_backward_time: 204.8698883057, weight_update_time: 0.1608522236, other_time: 4.8469390869
epoch time: 24.6761684418s, input_fired_time: 0.2377284765, output_fired_time: 0.0000000000, propagate_forward_time: 22.8696041107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5688362122
validation[          , genome  7099] predictions:    9790/  10000 (97.90%), best:    9810/10000 (98.10%), error:       764.97375, best error:       727.75116 on epoch:    89, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 393.3296813965s, input_fired_time: 3.5167593956, output_fired_time: 2.7586181164, propagate_forward_time: 143.9183959961, propagate_backward_time: 235.0313110352, weight_update_time: 0.2187513858, other_time: 8.1046142578
epoch time: 32.2667388916s, input_fired_time: 0.3088167608, output_fired_time: 0.0000000000, propagate_forward_time: 29.0932064056, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8647155762
validation[          , genome  7099] predictions:    9768/  10000 (97.68%), best:    9810/10000 (98.10%), error:       823.70721, best error:       727.75116 on epoch:    89, 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: 155.1953125000s, input_fired_time: 1.4790807962, output_fired_time: 0.0000000000, propagate_forward_time: 146.4376983643, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 7.2785339355
best training[          , genome  7099] predictions:   49756/  50000 (99.51%), best:    9810/10000 (98.10%), error:      1145.41077, best error:       727.75116 on epoch:    89, 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: 30.5553627014s, input_fired_time: 0.2749389112, output_fired_time: 0.0000000000, propagate_forward_time: 28.3593082428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9211158752
   testing[          , genome  7099] predictions:    9809/  10000 (98.09%), best:    9810/10000 (98.10%), error:       632.24274, best error:       727.75116 on epoch:    89, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
11:59:58 (5372): called boinc_finish(0)

</stderr_txt>
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