Nameexact_genome_1512568488_44_7069_1
Workunit2606677
Created7 Dec 2017, 23:40:41 UTC
Sent7 Dec 2017, 23:50:06 UTC
Report deadline18 Dec 2017, 14:21:47 UTC
Received8 Dec 2017, 14:22:30 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID65413
Run time4 hours 4 min 30 sec
CPU time4 hours 4 min 27 sec
Validate stateValid
Credit2,651.34
Device peak FLOPS3.73 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size152.84 MB
Peak swap size154.22 MB
Peak disk usage1.21 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
opagate_forward_time: 49.6562538147, propagate_backward_time: 76.2346420288, weight_update_time: 0.1139959246, other_time: 2.8274307251
epoch time: 10.1205816269s, input_fired_time: 0.1918224245, output_fired_time: 0.0000000000, propagate_forward_time: 9.4412164688, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4875431061
validation[          , genome  7069] predictions:    9746/  10000 (97.46%), best:    9746/10000 (97.46%), error:       796.97449, best error:       796.97449 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 135.1882781982s, input_fired_time: 1.8593560457, output_fired_time: 1.3065551519, propagate_forward_time: 51.1429061890, propagate_backward_time: 77.9676361084, weight_update_time: 0.1171303168, other_time: 2.9118270874
epoch time: 10.2677040100s, input_fired_time: 0.2056343406, output_fired_time: 0.0000000000, propagate_forward_time: 9.5528430939, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5092267990
validation[          , genome  7069] predictions:    9712/  10000 (97.12%), best:    9746/10000 (97.46%), error:       939.58807, best error:       796.97449 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 123.9691009521s, input_fired_time: 1.8012119532, output_fired_time: 1.2161443233, propagate_forward_time: 46.6534385681, propagate_backward_time: 71.4366302490, weight_update_time: 0.1119826958, other_time: 2.8616790771
epoch time: 9.8949985504s, input_fired_time: 0.2016580701, output_fired_time: 0.0000000000, propagate_forward_time: 9.1983089447, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4950313568
validation[          , genome  7069] predictions:    9708/  10000 (97.08%), best:    9746/10000 (97.46%), error:       933.33575, best error:       796.97449 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 126.8995437622s, input_fired_time: 1.8284541368, output_fired_time: 1.2453155518, propagate_forward_time: 47.8811645508, propagate_backward_time: 73.0504455566, weight_update_time: 0.1135815457, other_time: 2.8941650391
epoch time: 10.7020053864s, input_fired_time: 0.2090998590, output_fired_time: 0.0000000000, propagate_forward_time: 9.9685974121, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5243082047
validation[          , genome  7069] predictions:    9711/  10000 (97.11%), best:    9746/10000 (97.46%), error:       922.66467, best error:       796.97449 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 120.8742218018s, input_fired_time: 1.7795068026, output_fired_time: 1.1963402033, propagate_forward_time: 45.4043121338, propagate_backward_time: 69.7115783691, weight_update_time: 0.1104338467, other_time: 2.7824783325
epoch time: 9.3237190247s, input_fired_time: 0.1941097826, output_fired_time: 0.0000000000, propagate_forward_time: 8.6525669098, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4770421982
validation[          , genome  7069] predictions:    9757/  10000 (97.57%), best:    9746/10000 (97.46%), error:       866.21643, best error:       796.97449 on epoch:    14, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 119.1365280151s, input_fired_time: 1.7609347105, output_fired_time: 1.1685780287, propagate_forward_time: 44.6070327759, propagate_backward_time: 68.8318099976, weight_update_time: 0.1094106138, other_time: 2.7681732178
epoch time: 9.2639675140s, input_fired_time: 0.1912494898, output_fired_time: 0.0000000000, propagate_forward_time: 8.5961360931, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4765815735
validation[          , genome  7069] predictions:    9713/  10000 (97.13%), best:    9746/10000 (97.46%), error:       946.54626, best error:       796.97449 on epoch:    14, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 131.6253051758s, input_fired_time: 1.8534786701, output_fired_time: 1.2817671299, propagate_forward_time: 49.5954895020, propagate_backward_time: 75.9886550903, weight_update_time: 0.1166377068, other_time: 2.9059066772
epoch time: 10.6869621277s, input_fired_time: 0.1985932291, output_fired_time: 0.0000000000, propagate_forward_time: 9.9777050018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5106639862
validation[          , genome  7069] predictions:    9750/  10000 (97.50%), best:    9746/10000 (97.46%), error:       826.75726, best error:       796.97449 on epoch:    14, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 129.5212860107s, input_fired_time: 1.8320196867, output_fired_time: 1.2622081041, propagate_forward_time: 48.7284240723, propagate_backward_time: 74.8296890259, weight_update_time: 0.1155647039, other_time: 2.8689498901
epoch time: 9.4409141541s, input_fired_time: 0.1936056763, output_fired_time: 0.0000000000, propagate_forward_time: 8.7733726501, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4739360809
validation[          , genome  7069] predictions:    9736/  10000 (97.36%), best:    9746/10000 (97.46%), error:       865.60095, best error:       796.97449 on epoch:    14, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 125.3764266968s, input_fired_time: 1.7581264973, output_fired_time: 1.2326898575, propagate_forward_time: 47.2437477112, propagate_backward_time: 72.4136047363, weight_update_time: 0.1078673899, other_time: 2.7282562256
epoch time: 10.4096336365s, input_fired_time: 0.1972648352, output_fired_time: 0.0000000000, propagate_forward_time: 9.7155151367, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4968538284
validation[          , genome  7069] predictions:    9783/  10000 (97.83%), best:    9783/10000 (97.83%), error:       740.16632, best error:       740.16632 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 127.9481811523s, input_fired_time: 1.8283581734, output_fired_time: 1.2578930855, propagate_forward_time: 48.1481781006, propagate_backward_time: 73.8685913086, weight_update_time: 0.1137377694, other_time: 2.8451538086
epoch time: 9.3570623398s, input_fired_time: 0.1924252212, output_fired_time: 0.0000000000, propagate_forward_time: 8.6908569336, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4737806320
validation[          , genome  7069] predictions:    9731/  10000 (97.31%), best:    9783/10000 (97.83%), error:       836.74780, best error:       740.16632 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 128.5155639648s, input_fired_time: 1.8022803068, output_fired_time: 1.2648087740, propagate_forward_time: 48.5479164124, propagate_backward_time: 74.1054534912, weight_update_time: 0.1123740152, other_time: 2.7951049805
epoch time: 9.9664030075s, input_fired_time: 0.1873303503, output_fired_time: 0.0000000000, propagate_forward_time: 9.2953920364, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4836807251
validation[          , genome  7069] predictions:    9729/  10000 (97.29%), best:    9783/10000 (97.83%), error:       892.34320, best error:       740.16632 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 138.6662597656s, input_fired_time: 1.8651887178, output_fired_time: 1.3380309343, propagate_forward_time: 52.4730682373, propagate_backward_time: 80.0727157593, weight_update_time: 0.1175509021, other_time: 2.9172592163
epoch time: 10.5421600342s, input_fired_time: 0.2074630409, output_fired_time: 0.0000000000, propagate_forward_time: 9.8168630600, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5178337097
validation[          , genome  7069] predictions:    9758/  10000 (97.58%), best:    9783/10000 (97.83%), error:       799.94281, best error:       740.16632 on epoch:    22, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 150.4891967773s, input_fired_time: 1.9988619089, output_fired_time: 1.4362493753, propagate_forward_time: 57.2928543091, propagate_backward_time: 86.5551910400, weight_update_time: 0.1285374016, other_time: 3.2060470581
epoch time: 10.0867919922s, input_fired_time: 0.2022010982, output_fired_time: 0.0000000000, propagate_forward_time: 9.3715238571, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5130672455
validation[          , genome  7069] predictions:    9747/  10000 (97.47%), best:    9783/10000 (97.83%), error:       808.01111, best error:       740.16632 on epoch:    22, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 142.8446197510s, input_fired_time: 1.9340590239, output_fired_time: 1.3663505316, propagate_forward_time: 53.9564208984, propagate_backward_time: 82.5201339722, weight_update_time: 0.1226126775, other_time: 3.0676651001
epoch time: 11.3272914886s, input_fired_time: 0.2109472305, output_fired_time: 0.0000000000, propagate_forward_time: 10.5846385956, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5317058563
validation[          , genome  7069] predictions:    9755/  10000 (97.55%), best:    9783/10000 (97.83%), error:       804.59229, best error:       740.16632 on epoch:    22, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 139.2439117432s, input_fired_time: 1.9267551899, output_fired_time: 1.3344621658, propagate_forward_time: 52.7894477844, propagate_backward_time: 80.1706161499, weight_update_time: 0.1223582774, other_time: 3.0226364136
epoch time: 10.7945737839s, input_fired_time: 0.2058866173, output_fired_time: 0.0000000000, propagate_forward_time: 10.0734605789, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5152263641
validation[          , genome  7069] predictions:    9722/  10000 (97.22%), best:    9783/10000 (97.83%), error:       930.05798, best error:       740.16632 on epoch:    22, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 144.7081298828s, input_fired_time: 1.9495006800, output_fired_time: 1.3848793507, propagate_forward_time: 54.6685791016, propagate_backward_time: 83.6646347046, weight_update_time: 0.1236984357, other_time: 3.0405502319
epoch time: 10.1020994186s, input_fired_time: 0.1975146681, output_fired_time: 0.0000000000, propagate_forward_time: 9.4065189362, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4980659485
validation[          , genome  7069] predictions:    9764/  10000 (97.64%), best:    9783/10000 (97.83%), error:       768.14740, best error:       740.16632 on epoch:    22, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 139.4030303955s, input_fired_time: 1.9091346264, output_fired_time: 1.3450373411, propagate_forward_time: 52.7493057251, propagate_backward_time: 80.4460601807, weight_update_time: 0.1175333112, other_time: 2.9534988403
epoch time: 9.9507579803s, input_fired_time: 0.1994888783, output_fired_time: 0.0000000000, propagate_forward_time: 9.2527828217, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4984865189
validation[          , genome  7069] predictions:    9770/  10000 (97.70%), best:    9783/10000 (97.83%), error:       766.12024, best error:       740.16632 on epoch:    22, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 137.0276184082s, input_fired_time: 1.8974182606, output_fired_time: 1.3372764587, propagate_forward_time: 51.8618354797, propagate_backward_time: 79.0149078369, weight_update_time: 0.1171323061, other_time: 2.9161834717
epoch time: 11.6070241928s, input_fired_time: 0.2235134542, output_fired_time: 0.0000000000, propagate_forward_time: 10.8355560303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5479545593
validation[          , genome  7069] predictions:    9741/  10000 (97.41%), best:    9783/10000 (97.83%), error:       812.75232, best error:       740.16632 on epoch:    22, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 125.8318328857s, input_fired_time: 1.8017117977, output_fired_time: 1.2445474863, propagate_forward_time: 47.7349166870, propagate_backward_time: 72.2866363525, weight_update_time: 0.1079120263, other_time: 2.7640228271
epoch time: 10.0921545029s, input_fired_time: 0.1963297725, output_fired_time: 0.0000000000, propagate_forward_time: 9.4004669189, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4953575134
validation[          , genome  7069] predictions:    9756/  10000 (97.56%), best:    9783/10000 (97.83%), error:       812.53571, best error:       740.16632 on epoch:    22, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 124.9777450562s, input_fired_time: 1.7830175161, output_fired_time: 1.2236052752, propagate_forward_time: 46.9238891602, propagate_backward_time: 72.2952423096, weight_update_time: 0.1075908020, other_time: 2.7519912720
epoch time: 10.0397844315s, input_fired_time: 0.1984618455, output_fired_time: 0.0000000000, propagate_forward_time: 9.3517980576, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4895248413
validation[          , genome  7069] predictions:    9732/  10000 (97.32%), best:    9783/10000 (97.83%), error:       815.75323, best error:       740.16632 on epoch:    22, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 119.8502731323s, input_fired_time: 1.7693969011, output_fired_time: 1.1881734133, propagate_forward_time: 44.9163284302, propagate_backward_time: 69.2708053589, weight_update_time: 0.1077147126, other_time: 2.7055740356
epoch time: 12.7213382721s, input_fired_time: 0.2352217436, output_fired_time: 0.0000000000, propagate_forward_time: 11.9049253464, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5811910629
validation[          , genome  7069] predictions:    9761/  10000 (97.61%), best:    9783/10000 (97.83%), error:       781.90100, best error:       740.16632 on epoch:    22, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 141.2097778320s, input_fired_time: 1.9401797056, output_fired_time: 1.3630385399, propagate_forward_time: 53.4347724915, propagate_backward_time: 81.4263381958, weight_update_time: 0.1220693141, other_time: 3.0454483032
epoch time: 10.5077590942s, input_fired_time: 0.2055937499, output_fired_time: 0.0000000000, propagate_forward_time: 9.7896108627, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5125541687
validation[          , genome  7069] predictions:    9748/  10000 (97.48%), best:    9783/10000 (97.83%), error:       768.90814, best error:       740.16632 on epoch:    22, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 147.8915710449s, input_fired_time: 1.9903483391, output_fired_time: 1.4092712402, propagate_forward_time: 56.0877914429, propagate_backward_time: 85.2570037842, weight_update_time: 0.1267070621, other_time: 3.1471633911
epoch time: 12.6427421570s, input_fired_time: 0.2311451435, output_fired_time: 0.0000000000, propagate_forward_time: 11.8289060593, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5826911926
validation[          , genome  7069] predictions:    9761/  10000 (97.61%), best:    9783/10000 (97.83%), error:       824.36749, best error:       740.16632 on epoch:    22, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 146.5248718262s, input_fired_time: 1.9805800915, output_fired_time: 1.3969583511, propagate_forward_time: 55.6915588379, propagate_backward_time: 84.3182830811, weight_update_time: 0.1266115606, other_time: 3.1374969482
epoch time: 9.5501422882s, input_fired_time: 0.1934795678, output_fired_time: 0.0000000000, propagate_forward_time: 8.8780860901, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4785766602
validation[          , genome  7069] predictions:    9764/  10000 (97.64%), best:    9783/10000 (97.83%), error:       785.61786, best error:       740.16632 on epoch:    22, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 128.2933654785s, input_fired_time: 1.8410280943, output_fired_time: 1.2611310482, propagate_forward_time: 48.3031692505, propagate_backward_time: 74.0190811157, weight_update_time: 0.1157139540, other_time: 2.8689575195
epoch time: 12.1878967285s, input_fired_time: 0.2267386019, output_fired_time: 0.0000000000, propagate_forward_time: 11.4002046585, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5609531403
validation[          , genome  7069] predictions:    9749/  10000 (97.49%), best:    9783/10000 (97.83%), error:       804.07391, best error:       740.16632 on epoch:    22, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 143.6439056396s, input_fired_time: 1.9524971247, output_fired_time: 1.3745905161, propagate_forward_time: 54.4734077454, propagate_backward_time: 82.8107528687, weight_update_time: 0.1234975606, other_time: 3.0326614380
epoch time: 10.4510946274s, input_fired_time: 0.2029814124, output_fired_time: 0.0000000000, propagate_forward_time: 9.7421998978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5059137344
validation[          , genome  7069] predictions:    9753/  10000 (97.53%), best:    9783/10000 (97.83%), error:       768.94495, best error:       740.16632 on epoch:    22, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 146.8730468750s, input_fired_time: 1.9874420166, output_fired_time: 1.4033640623, propagate_forward_time: 55.7024765015, propagate_backward_time: 84.7017745972, weight_update_time: 0.1276837736, other_time: 3.0779876709
epoch time: 9.5510044098s, input_fired_time: 0.1953154951, output_fired_time: 0.0000000000, propagate_forward_time: 8.8761224747, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4795665741
validation[          , genome  7069] predictions:    9792/  10000 (97.92%), best:    9792/10000 (97.92%), error:       708.25330, best error:       708.25330 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 115.9787368774s, input_fired_time: 1.7281508446, output_fired_time: 1.1513291597, propagate_forward_time: 43.1733512878, propagate_backward_time: 67.2693099976, weight_update_time: 0.1064176038, other_time: 2.6565933228
epoch time: 9.2259950638s, input_fired_time: 0.1916946024, output_fired_time: 0.0000000000, propagate_forward_time: 8.5652503967, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4690504074
validation[          , genome  7069] predictions:    9762/  10000 (97.62%), best:    9792/10000 (97.92%), error:       794.27759, best error:       708.25330 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 143.5350189209s, input_fired_time: 1.9549618959, output_fired_time: 1.3874737024, propagate_forward_time: 54.3168029785, propagate_backward_time: 82.8680114746, weight_update_time: 0.1229261011, other_time: 3.0077819824
epoch time: 9.2412538528s, input_fired_time: 0.1900427341, output_fired_time: 0.0000000000, propagate_forward_time: 8.5791120529, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4720993042
validation[          , genome  7069] predictions:    9755/  10000 (97.55%), best:    9792/10000 (97.92%), error:       774.70166, best error:       708.25330 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 142.4365844727s, input_fired_time: 1.9630540609, output_fired_time: 1.3737918139, propagate_forward_time: 54.0666999817, propagate_backward_time: 82.0173568726, weight_update_time: 0.1243858039, other_time: 3.0156784058
epoch time: 11.6379833221s, input_fired_time: 0.2202682197, output_fired_time: 0.0000000000, propagate_forward_time: 10.8664245605, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5512905121
validation[          , genome  7069] predictions:    9761/  10000 (97.61%), best:    9792/10000 (97.92%), error:       809.80524, best error:       708.25330 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 129.1104736328s, input_fired_time: 1.8345826864, output_fired_time: 1.2609881163, propagate_forward_time: 48.6933517456, propagate_backward_time: 74.5134124756, weight_update_time: 0.1104763448, other_time: 2.8081436157
epoch time: 10.3065948486s, input_fired_time: 0.1996072829, output_fired_time: 0.0000000000, propagate_forward_time: 9.6070213318, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4999666214
validation[          , genome  7069] predictions:    9790/  10000 (97.90%), best:    9792/10000 (97.92%), error:       759.05115, best error:       708.25330 on epoch:    40, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 143.2618560791s, input_fired_time: 1.9551817179, output_fired_time: 1.3859609365, propagate_forward_time: 54.3307647705, propagate_backward_time: 82.5149917603, weight_update_time: 0.1205000430, other_time: 3.0749588013
epoch time: 12.9754133224s, input_fired_time: 0.2385440767, output_fired_time: 0.0000000000, propagate_forward_time: 12.1457529068, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5911159515
validation[          , genome  7069] predictions:    9770/  10000 (97.70%), best:    9792/10000 (97.92%), error:       784.47675, best error:       708.25330 on epoch:    40, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 150.3076324463s, input_fired_time: 2.0127074718, output_fired_time: 1.4326580763, propagate_forward_time: 56.9691429138, propagate_backward_time: 86.7028427124, weight_update_time: 0.1282203794, other_time: 3.1902694702
epoch time: 13.3893938065s, input_fired_time: 0.2432119250, output_fired_time: 0.0000000000, propagate_forward_time: 12.5251035690, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6210784912
validation[          , genome  7069] predictions:    9704/  10000 (97.04%), best:    9792/10000 (97.92%), error:       965.70111, best error:       708.25330 on epoch:    40, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 144.5623016357s, input_fired_time: 1.9668289423, output_fired_time: 1.3753466606, propagate_forward_time: 54.8848915100, propagate_backward_time: 83.2591781616, weight_update_time: 0.1247245967, other_time: 3.0760574341
epoch time: 11.9762563705s, input_fired_time: 0.2259290516, output_fired_time: 0.0000000000, propagate_forward_time: 11.1973705292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5529565811
validation[          , genome  7069] predictions:    9746/  10000 (97.46%), best:    9792/10000 (97.92%), error:       872.36951, best error:       708.25330 on epoch:    40, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 126.4543533325s, input_fired_time: 1.8340723515, output_fired_time: 1.2398742437, propagate_forward_time: 47.5917701721, propagate_backward_time: 72.9343795776, weight_update_time: 0.1140170395, other_time: 2.8542556763
epoch time: 9.5404968262s, input_fired_time: 0.1971117854, output_fired_time: 0.0000000000, propagate_forward_time: 8.8571529388, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4862318039
validation[          , genome  7069] predictions:    9762/  10000 (97.62%), best:    9792/10000 (97.92%), error:       765.93170, best error:       708.25330 on epoch:    40, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 141.7742614746s, input_fired_time: 1.9296239614, output_fired_time: 1.3595920801, propagate_forward_time: 53.8533782959, propagate_backward_time: 81.6642913818, weight_update_time: 0.1201140732, other_time: 2.9673767090
epoch time: 13.0599431992s, input_fired_time: 0.2447343916, output_fired_time: 0.0000000000, propagate_forward_time: 12.2188272476, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5963811874
validation[          , genome  7069] predictions:    9779/  10000 (97.79%), best:    9792/10000 (97.92%), error:       771.46313, best error:       708.25330 on epoch:    40, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 128.3236846924s, input_fired_time: 1.8244470358, output_fired_time: 1.2547996044, propagate_forward_time: 48.3418960571, propagate_backward_time: 74.1155090332, weight_update_time: 0.1101028696, other_time: 2.7870330811
epoch time: 10.7758750916s, input_fired_time: 0.2136436701, output_fired_time: 0.0000000000, propagate_forward_time: 10.0399703979, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5222606659
validation[          , genome  7069] predictions:    9753/  10000 (97.53%), best:    9792/10000 (97.92%), error:       810.76318, best error:       708.25330 on epoch:    40, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 136.5072631836s, input_fired_time: 1.9021672010, output_fired_time: 1.3196500540, propagate_forward_time: 51.4404792786, propagate_backward_time: 78.9150619507, weight_update_time: 0.1184651032, other_time: 2.9299087524
epoch time: 12.5567932129s, input_fired_time: 0.2391459197, output_fired_time: 0.0000000000, propagate_forward_time: 11.7374296188, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5802173615
validation[          , genome  7069] predictions:    9770/  10000 (97.70%), best:    9792/10000 (97.92%), error:       743.13129, best error:       708.25330 on epoch:    40, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 135.5253295898s, input_fired_time: 1.9080455303, output_fired_time: 1.3093751669, propagate_forward_time: 51.2973060608, propagate_backward_time: 78.0700683594, weight_update_time: 0.1187677309, other_time: 2.9405364990
epoch time: 11.5382509232s, input_fired_time: 0.2251464874, output_fired_time: 0.0000000000, propagate_forward_time: 10.7668972015, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5462074280
validation[          , genome  7069] predictions:    9784/  10000 (97.84%), best:    9784/10000 (97.84%), error:       696.35614, best error:       696.35614 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 123.1389312744s, input_fired_time: 1.7976524830, output_fired_time: 1.2099649906, propagate_forward_time: 46.0595169067, propagate_backward_time: 71.2452163696, weight_update_time: 0.1129947603, other_time: 2.8265762329
epoch time: 9.1896858215s, input_fired_time: 0.1945204139, output_fired_time: 0.0000000000, propagate_forward_time: 8.5249738693, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4701919556
validation[          , genome  7069] predictions:    9781/  10000 (97.81%), best:    9784/10000 (97.84%), error:       711.07513, best error:       696.35614 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 141.5908966064s, input_fired_time: 1.9233247042, output_fired_time: 1.3540290594, propagate_forward_time: 53.7503929138, propagate_backward_time: 81.5462646484, weight_update_time: 0.1197097301, other_time: 3.0168762207
epoch time: 9.9616098404s, input_fired_time: 0.1963209212, output_fired_time: 0.0000000000, propagate_forward_time: 9.2813091278, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4839801788
validation[          , genome  7069] predictions:    9766/  10000 (97.66%), best:    9784/10000 (97.84%), error:       734.12976, best error:       696.35614 on epoch:    52, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 128.2308197021s, input_fired_time: 1.8079038858, output_fired_time: 1.2544960976, propagate_forward_time: 48.2365112305, propagate_backward_time: 74.1396179199, weight_update_time: 0.1094761416, other_time: 2.7922897339
epoch time: 10.2851476669s, input_fired_time: 0.2022792548, output_fired_time: 0.0000000000, propagate_forward_time: 9.5840129852, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4988555908
validation[          , genome  7069] predictions:    9770/  10000 (97.70%), best:    9784/10000 (97.84%), error:       792.38586, best error:       696.35614 on epoch:    52, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 136.3194122314s, input_fired_time: 1.8808957338, output_fired_time: 1.3257558346, propagate_forward_time: 51.2800254822, propagate_backward_time: 78.9253845215, weight_update_time: 0.1160948873, other_time: 2.9073486328
epoch time: 12.3120155334s, input_fired_time: 0.2273642272, output_fired_time: 0.0000000000, propagate_forward_time: 11.5157423019, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5689086914
validation[          , genome  7069] predictions:    9747/  10000 (97.47%), best:    9784/10000 (97.84%), error:       865.76367, best error:       696.35614 on epoch:    52, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 130.1987915039s, input_fired_time: 1.8389573097, output_fired_time: 1.2688889503, propagate_forward_time: 48.9236145020, propagate_backward_time: 75.3453140259, weight_update_time: 0.1130456626, other_time: 2.8220138550
epoch time: 13.0022039413s, input_fired_time: 0.2352520823, output_fired_time: 0.0000000000, propagate_forward_time: 12.1830387115, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5839128494
validation[          , genome  7069] predictions:    9760/  10000 (97.60%), best:    9784/10000 (97.84%), error:       787.43372, best error:       696.35614 on epoch:    52, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 136.8517761230s, input_fired_time: 1.9075453281, output_fired_time: 1.3264099360, propagate_forward_time: 51.5585289001, propagate_backward_time: 79.1154785156, weight_update_time: 0.1190559044, other_time: 2.9438018799
epoch time: 10.6409606934s, input_fired_time: 0.2052998245, output_fired_time: 0.0000000000, propagate_forward_time: 9.9306459427, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5050153732
validation[          , genome  7069] predictions:    9775/  10000 (97.75%), best:    9784/10000 (97.84%), error:       703.40564, best error:       696.35614 on epoch:    52, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 126.3023834229s, input_fired_time: 1.8122638464, output_fired_time: 1.2356393337, propagate_forward_time: 47.3265075684, propagate_backward_time: 73.1497497559, weight_update_time: 0.1104808897, other_time: 2.7782211304
epoch time: 9.5171127319s, input_fired_time: 0.1997916102, output_fired_time: 0.0000000000, propagate_forward_time: 8.8228397369, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4944810867
validation[          , genome  7069] predictions:    9753/  10000 (97.53%), best:    9784/10000 (97.84%), error:       831.44653, best error:       696.35614 on epoch:    52, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 147.2922973633s, input_fired_time: 1.9777970314, output_fired_time: 1.4016066790, propagate_forward_time: 55.8873596191, propagate_backward_time: 84.9724426270, weight_update_time: 0.1252938658, other_time: 3.0530853271
epoch time: 13.3803920746s, input_fired_time: 0.2461564839, output_fired_time: 0.0000000000, propagate_forward_time: 12.5282897949, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6059455872
validation[          , genome  7069] predictions:    9772/  10000 (97.72%), best:    9784/10000 (97.84%), error:       768.47876, best error:       696.35614 on epoch:    52, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 124.8553237915s, input_fired_time: 1.8161191940, output_fired_time: 1.2283180952, propagate_forward_time: 46.8928871155, propagate_backward_time: 72.0717163086, weight_update_time: 0.1135626733, other_time: 2.8462829590
epoch time: 10.8325319290s, input_fired_time: 0.2136891186, output_fired_time: 0.0000000000, propagate_forward_time: 10.0908699036, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5279731750
validation[          , genome  7069] predictions:    9745/  10000 (97.45%), best:    9784/10000 (97.84%), error:       859.47028, best error:       696.35614 on epoch:    52, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 148.2202606201s, input_fired_time: 2.0107574463, output_fired_time: 1.4148786068, propagate_forward_time: 56.2280616760, propagate_backward_time: 85.4470672607, weight_update_time: 0.1279041022, other_time: 3.1195068359
epoch time: 10.3712062836s, input_fired_time: 0.2040532529, output_fired_time: 0.0000000000, propagate_forward_time: 9.6677417755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4994115829
validation[          , genome  7069] predictions:    9716/  10000 (97.16%), best:    9784/10000 (97.84%), error:       894.42767, best error:       696.35614 on epoch:    52, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 140.6351318359s, input_fired_time: 1.9210617542, output_fired_time: 1.3466427326, propagate_forward_time: 53.0619392395, propagate_backward_time: 81.3539199829, weight_update_time: 0.1189235970, other_time: 2.9515609741
epoch time: 10.4175758362s, input_fired_time: 0.2042956054, output_fired_time: 0.0000000000, propagate_forward_time: 9.7128143311, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5004663467
validation[          , genome  7069] predictions:    9759/  10000 (97.59%), best:    9784/10000 (97.84%), error:       793.34039, best error:       696.35614 on epoch:    52, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 132.3556823730s, input_fired_time: 1.8368836641, output_fired_time: 1.2780499458, propagate_forward_time: 49.7080192566, propagate_backward_time: 76.6692504883, weight_update_time: 0.1136795208, other_time: 2.8634796143
epoch time: 10.2248363495s, input_fired_time: 0.1948489994, output_fired_time: 0.0000000000, propagate_forward_time: 9.5311450958, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4988422394
validation[          , genome  7069] predictions:    9796/  10000 (97.96%), best:    9796/10000 (97.96%), error:       683.84174, best error:       683.84174 on epoch:    64, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 135.8574218750s, input_fired_time: 1.8737552166, output_fired_time: 1.3113793135, propagate_forward_time: 51.1122550964, propagate_backward_time: 78.6678848267, weight_update_time: 0.1159163490, other_time: 2.8921432495
epoch time: 10.1982793808s, input_fired_time: 0.2019868344, output_fired_time: 0.0000000000, propagate_forward_time: 9.4996213913, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4966707230
validation[          , genome  7069] predictions:    9762/  10000 (97.62%), best:    9796/10000 (97.96%), error:       796.08069, best error:       683.84174 on epoch:    64, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 134.6726074219s, input_fired_time: 1.8843787909, output_fired_time: 1.3146336079, propagate_forward_time: 50.8417816162, propagate_backward_time: 77.7529220581, weight_update_time: 0.1153152138, other_time: 2.8788833618
epoch time: 13.2056427002s, input_fired_time: 0.2405049354, output_fired_time: 0.0000000000, propagate_forward_time: 12.3742113113, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5909261703
validation[          , genome  7069] predictions:    9800/  10000 (98.00%), best:    9796/10000 (97.96%), error:       697.42542, best error:       683.84174 on epoch:    64, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 127.6048278809s, input_fired_time: 1.8120956421, output_fired_time: 1.2367396355, propagate_forward_time: 47.7866973877, propagate_backward_time: 74.0378189087, weight_update_time: 0.1095731482, other_time: 2.7314758301
epoch time: 10.2249393463s, input_fired_time: 0.2042581737, output_fired_time: 0.0000000000, propagate_forward_time: 9.5320596695, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4886217117
validation[          , genome  7069] predictions:    9773/  10000 (97.73%), best:    9796/10000 (97.96%), error:       786.99915, best error:       683.84174 on epoch:    64, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 131.4060058594s, input_fired_time: 1.8778748512, output_fired_time: 1.2724657059, propagate_forward_time: 49.4806823730, propagate_backward_time: 75.9254379272, weight_update_time: 0.1149439365, other_time: 2.8495559692
epoch time: 10.9800214767s, input_fired_time: 0.2213480622, output_fired_time: 0.0000000000, propagate_forward_time: 10.2304277420, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5282459259
validation[          , genome  7069] predictions:    9785/  10000 (97.85%), best:    9796/10000 (97.96%), error:       749.11432, best error:       683.84174 on epoch:    64, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 137.2461700439s, input_fired_time: 1.9123668671, output_fired_time: 1.3236393929, propagate_forward_time: 52.0628318787, propagate_backward_time: 79.0379943848, weight_update_time: 0.1181726009, other_time: 2.9093322754
epoch time: 9.2217035294s, input_fired_time: 0.2027133405, output_fired_time: 0.0000000000, propagate_forward_time: 8.5364980698, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4824924469
validation[          , genome  7069] predictions:    9792/  10000 (97.92%), best:    9796/10000 (97.96%), error:       712.61200, best error:       683.84174 on epoch:    64, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 136.3277893066s, input_fired_time: 1.9488228559, output_fired_time: 1.3121217489, propagate_forward_time: 51.4353561401, propagate_backward_time: 78.6078948975, weight_update_time: 0.1217745021, other_time: 3.0235977173
epoch time: 9.4657945633s, input_fired_time: 0.2049375772, output_fired_time: 0.0000000000, propagate_forward_time: 8.7782974243, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4825592041
validation[          , genome  7069] predictions:    9768/  10000 (97.68%), best:    9796/10000 (97.96%), error:       802.06763, best error:       683.84174 on epoch:    64, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 135.1749572754s, input_fired_time: 1.9141864777, output_fired_time: 1.3027472496, propagate_forward_time: 51.2110366821, propagate_backward_time: 77.8382873535, weight_update_time: 0.1165815666, other_time: 2.9086990356
epoch time: 9.7850790024s, input_fired_time: 0.1970362812, output_fired_time: 0.0000000000, propagate_forward_time: 9.1119899750, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4760522842
validation[          , genome  7069] predictions:    9792/  10000 (97.92%), best:    9796/10000 (97.96%), error:       705.31201, best error:       683.84174 on epoch:    64, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 139.7280120850s, input_fired_time: 1.9475409985, output_fired_time: 1.3469326496, propagate_forward_time: 53.0043373108, propagate_backward_time: 80.4712829590, weight_update_time: 0.1202139780, other_time: 2.9579162598
epoch time: 12.5113849640s, input_fired_time: 0.2324437648, output_fired_time: 0.0000000000, propagate_forward_time: 11.7153596878, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5635814667
validation[          , genome  7069] predictions:    9757/  10000 (97.57%), best:    9796/10000 (97.96%), error:       788.15088, best error:       683.84174 on epoch:    64, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 138.7960662842s, input_fired_time: 1.9195348024, output_fired_time: 1.3326376677, propagate_forward_time: 52.3571434021, propagate_backward_time: 80.2283477783, weight_update_time: 0.1188590303, other_time: 2.9583892822
epoch time: 10.2945499420s, input_fired_time: 0.2044790685, output_fired_time: 0.0000000000, propagate_forward_time: 9.5981931686, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4918775558
validation[          , genome  7069] predictions:    9757/  10000 (97.57%), best:    9796/10000 (97.96%), error:       798.33881, best error:       683.84174 on epoch:    64, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 138.9448699951s, input_fired_time: 1.9140849113, output_fired_time: 1.3310075998, propagate_forward_time: 52.4379081726, propagate_backward_time: 80.3093643188, weight_update_time: 0.1189035028, other_time: 2.9525070190
epoch time: 13.0044746399s, input_fired_time: 0.2381243110, output_fired_time: 0.0000000000, propagate_forward_time: 12.1768426895, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5895080566
validation[          , genome  7069] predictions:    9776/  10000 (97.76%), best:    9796/10000 (97.96%), error:       733.76776, best error:       683.84174 on epoch:    64, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 140.6126708984s, input_fired_time: 1.9244093895, output_fired_time: 1.3514682055, propagate_forward_time: 52.6960716248, propagate_backward_time: 81.6755905151, weight_update_time: 0.1195948273, other_time: 2.9651260376
epoch time: 12.2407073975s, input_fired_time: 0.2357802242, output_fired_time: 0.0000000000, propagate_forward_time: 11.4361763000, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5687513351
validation[          , genome  7069] predictions:    9763/  10000 (97.63%), best:    9796/10000 (97.96%), error:       781.92914, best error:       683.84174 on epoch:    64, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 140.0760803223s, input_fired_time: 1.9489232302, output_fired_time: 1.3522870541, propagate_forward_time: 53.0680618286, propagate_backward_time: 80.7518310547, weight_update_time: 0.1196007729, other_time: 2.9549789429
epoch time: 11.3793735504s, input_fired_time: 0.2189493626, output_fired_time: 0.0000000000, propagate_forward_time: 10.6289710999, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5314531326
validation[          , genome  7069] predictions:    9781/  10000 (97.81%), best:    9796/10000 (97.96%), error:       753.03705, best error:       683.84174 on epoch:    64, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 119.9757995605s, input_fired_time: 1.8010625839, output_fired_time: 1.1892300844, propagate_forward_time: 44.9570808411, propagate_backward_time: 69.2510604858, weight_update_time: 0.1088836268, other_time: 2.7773666382
epoch time: 13.4254579544s, input_fired_time: 0.2497498095, output_fired_time: 0.0000000000, propagate_forward_time: 12.5682888031, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6074190140
validation[          , genome  7069] predictions:    9788/  10000 (97.88%), best:    9796/10000 (97.96%), error:       701.87720, best error:       683.84174 on epoch:    64, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 145.6285095215s, input_fired_time: 1.9994940758, output_fired_time: 1.3876253366, propagate_forward_time: 55.1825714111, propagate_backward_time: 83.9700088501, weight_update_time: 0.1262491941, other_time: 3.0888137817
epoch time: 9.5023746490s, input_fired_time: 0.2051237673, output_fired_time: 0.0000000000, propagate_forward_time: 8.8210430145, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4762077332
validation[          , genome  7069] predictions:    9778/  10000 (97.78%), best:    9796/10000 (97.96%), error:       737.40503, best error:       683.84174 on epoch:    64, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 133.5448608398s, input_fired_time: 1.9044057131, output_fired_time: 1.2946490049, propagate_forward_time: 50.2595100403, propagate_backward_time: 77.1715087891, weight_update_time: 0.1170178130, other_time: 2.9147949219
epoch time: 9.1992082596s, input_fired_time: 0.1965641081, output_fired_time: 0.0000000000, propagate_forward_time: 8.5312185287, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4714260101
validation[          , genome  7069] predictions:    9765/  10000 (97.65%), best:    9796/10000 (97.96%), error:       762.92090, best error:       683.84174 on epoch:    64, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 124.7179031372s, input_fired_time: 1.8431514502, output_fired_time: 1.2363790274, propagate_forward_time: 46.4787330627, propagate_backward_time: 72.3466262817, weight_update_time: 0.1113338172, other_time: 2.8130111694
epoch time: 9.3682012558s, input_fired_time: 0.2037894428, output_fired_time: 0.0000000000, propagate_forward_time: 8.6845073700, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4799041748
validation[          , genome  7069] predictions:    9783/  10000 (97.83%), best:    9796/10000 (97.96%), error:       733.70477, best error:       683.84174 on epoch:    64, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 132.2440948486s, input_fired_time: 1.9164220095, output_fired_time: 1.2869722843, propagate_forward_time: 49.8201103210, propagate_backward_time: 76.2733306885, weight_update_time: 0.1171919182, other_time: 2.9472503662
epoch time: 12.1888666153s, input_fired_time: 0.2328247875, output_fired_time: 0.0000000000, propagate_forward_time: 11.3929090500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5631332397
validation[          , genome  7069] predictions:    9765/  10000 (97.65%), best:    9796/10000 (97.96%), error:       783.04419, best error:       683.84174 on epoch:    64, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 130.5948486328s, input_fired_time: 1.8885995150, output_fired_time: 1.2804043293, propagate_forward_time: 49.2066345215, propagate_backward_time: 75.2866973877, weight_update_time: 0.1162537560, other_time: 2.9325180054
epoch time: 10.5623035431s, input_fired_time: 0.2071070373, output_fired_time: 0.0000000000, propagate_forward_time: 9.8471889496, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5080080032
validation[          , genome  7069] predictions:    9779/  10000 (97.79%), best:    9796/10000 (97.96%), error:       734.58295, best error:       683.84174 on epoch:    64, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 136.4563293457s, input_fired_time: 1.8855544329, output_fired_time: 1.3115563393, propagate_forward_time: 51.1456565857, propagate_backward_time: 79.2101516724, weight_update_time: 0.1153548956, other_time: 2.9034042358
epoch time: 10.3611106873s, input_fired_time: 0.2062077075, output_fired_time: 0.0000000000, propagate_forward_time: 9.6537332535, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5011701584
validation[          , genome  7069] predictions:    9795/  10000 (97.95%), best:    9795/10000 (97.95%), error:       678.62286, best error:       678.62286 on epoch:    83, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 131.2712707520s, input_fired_time: 1.8695158958, output_fired_time: 1.2853822708, propagate_forward_time: 49.9184150696, propagate_backward_time: 75.3771286011, weight_update_time: 0.1122979596, other_time: 2.8208236694
epoch time: 12.5734014511s, input_fired_time: 0.2311391830, output_fired_time: 0.0000000000, propagate_forward_time: 11.7678165436, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5744457245
validation[          , genome  7069] predictions:    9804/  10000 (98.04%), best:    9804/10000 (98.04%), error:       663.53076, best error:       663.53076 on epoch:    84, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 156.1088409424s, input_fired_time: 2.0718116760, output_fired_time: 1.4798521996, propagate_forward_time: 59.4100265503, propagate_backward_time: 89.9509277344, weight_update_time: 0.1315039992, other_time: 3.1962203979
epoch time: 11.3782215118s, input_fired_time: 0.2154678106, output_fired_time: 0.0000000000, propagate_forward_time: 10.6306333542, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5321207047
validation[          , genome  7069] predictions:    9795/  10000 (97.95%), best:    9804/10000 (98.04%), error:       713.50507, best error:       663.53076 on epoch:    84, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 123.8037872314s, input_fired_time: 1.8547149897, output_fired_time: 1.2274376154, propagate_forward_time: 46.6963615417, propagate_backward_time: 71.1692657471, weight_update_time: 0.1123017892, other_time: 2.8560028076
epoch time: 12.5204496384s, input_fired_time: 0.2397268713, output_fired_time: 0.0000000000, propagate_forward_time: 11.7023038864, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5784187317
validation[          , genome  7069] predictions:    9802/  10000 (98.02%), best:    9804/10000 (98.04%), error:       672.70288, best error:       663.53076 on epoch:    84, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 136.5556793213s, input_fired_time: 1.9352275133, output_fired_time: 1.3234368563, propagate_forward_time: 51.5027656555, propagate_backward_time: 78.8287658691, weight_update_time: 0.1200077608, other_time: 2.9654846191
epoch time: 12.0025472641s, input_fired_time: 0.2376325130, output_fired_time: 0.0000000000, propagate_forward_time: 11.2025403976, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5623741150
validation[          , genome  7069] predictions:    9740/  10000 (97.40%), best:    9804/10000 (98.04%), error:       870.82965, best error:       663.53076 on epoch:    84, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 123.1496124268s, input_fired_time: 1.8423076868, output_fired_time: 1.2148047686, propagate_forward_time: 46.4384231567, propagate_backward_time: 70.8355255127, weight_update_time: 0.1112339199, other_time: 2.8185501099
epoch time: 9.4962434769s, input_fired_time: 0.2071884125, output_fired_time: 0.0000000000, propagate_forward_time: 8.8083505630, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4807043076
validation[          , genome  7069] predictions:    9775/  10000 (97.75%), best:    9804/10000 (98.04%), error:       755.34070, best error:       663.53076 on epoch:    84, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 128.2782287598s, input_fired_time: 1.8380718231, output_fired_time: 1.2568693161, propagate_forward_time: 48.3504219055, propagate_backward_time: 74.0807876587, weight_update_time: 0.1097476333, other_time: 2.7520828247
epoch time: 9.8130779266s, input_fired_time: 0.1989585161, output_fired_time: 0.0000000000, propagate_forward_time: 9.1366786957, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4774408340
validation[          , genome  7069] predictions:    9775/  10000 (97.75%), best:    9804/10000 (98.04%), error:       754.79376, best error:       663.53076 on epoch:    84, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 123.9576492310s, input_fired_time: 1.8007043600, output_fired_time: 1.2101221085, propagate_forward_time: 46.7104263306, propagate_backward_time: 71.5614929199, weight_update_time: 0.1063578799, other_time: 2.6749038696
epoch time: 12.7506542206s, input_fired_time: 0.2303246111, output_fired_time: 0.0000000000, propagate_forward_time: 11.9457406998, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5745887756
validation[          , genome  7069] predictions:    9791/  10000 (97.91%), best:    9804/10000 (98.04%), error:       705.78693, best error:       663.53076 on epoch:    84, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 127.6489639282s, input_fired_time: 1.8275331259, output_fired_time: 1.2539418936, propagate_forward_time: 48.3030929565, propagate_backward_time: 73.5465240479, weight_update_time: 0.1092548370, other_time: 2.7178726196
epoch time: 12.5963125229s, input_fired_time: 0.2367584705, output_fired_time: 0.0000000000, propagate_forward_time: 11.7939224243, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5656318665
validation[          , genome  7069] predictions:    9750/  10000 (97.50%), best:    9804/10000 (98.04%), error:       800.59863, best error:       663.53076 on epoch:    84, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 139.3167419434s, input_fired_time: 1.9364906549, output_fired_time: 1.3446004391, propagate_forward_time: 52.8478126526, propagate_backward_time: 80.2366333008, weight_update_time: 0.1194995418, other_time: 2.9512023926
epoch time: 11.5889310837s, input_fired_time: 0.2187110335, output_fired_time: 0.0000000000, propagate_forward_time: 10.8331785202, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5370416641
validation[          , genome  7069] predictions:    9790/  10000 (97.90%), best:    9804/10000 (98.04%), error:       711.37860, best error:       663.53076 on epoch:    84, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 133.0723876953s, input_fired_time: 1.8599803448, output_fired_time: 1.2836031914, propagate_forward_time: 49.9758148193, propagate_backward_time: 77.0904388428, weight_update_time: 0.1141298562, other_time: 2.8625488281
epoch time: 10.2904415131s, input_fired_time: 0.2022901773, output_fired_time: 0.0000000000, propagate_forward_time: 9.5921993256, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4959516525
validation[          , genome  7069] predictions:    9764/  10000 (97.64%), best:    9804/10000 (98.04%), error:       794.92780, best error:       663.53076 on epoch:    84, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 138.6270904541s, input_fired_time: 1.9217975140, output_fired_time: 1.3376207352, propagate_forward_time: 52.5326309204, propagate_backward_time: 79.9063339233, weight_update_time: 0.1178828850, other_time: 2.9287109375
epoch time: 11.9612789154s, input_fired_time: 0.2274520695, output_fired_time: 0.0000000000, propagate_forward_time: 11.1755161285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5583105087
validation[          , genome  7069] predictions:    9718/  10000 (97.18%), best:    9804/10000 (98.04%), error:       945.10938, best error:       663.53076 on epoch:    84, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 145.8386993408s, input_fired_time: 1.9900236130, output_fired_time: 1.4019347429, propagate_forward_time: 55.1253318787, propagate_backward_time: 84.2745132446, weight_update_time: 0.1236104295, other_time: 3.0468978882
epoch time: 12.6008558273s, input_fired_time: 0.2360095084, output_fired_time: 0.0000000000, propagate_forward_time: 11.7951412201, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5697050095
validation[          , genome  7069] predictions:    9811/  10000 (98.11%), best:    9811/10000 (98.11%), error:       656.39368, best error:       656.39368 on epoch:    95, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 136.2599334717s, input_fired_time: 1.9246405363, output_fired_time: 1.3159477711, propagate_forward_time: 51.4952545166, propagate_backward_time: 78.5353088379, weight_update_time: 0.1204617321, other_time: 2.9887847900
epoch time: 12.7601451874s, input_fired_time: 0.2422908247, output_fired_time: 0.0000000000, propagate_forward_time: 11.9403772354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5774774551
validation[          , genome  7069] predictions:    9775/  10000 (97.75%), best:    9811/10000 (98.11%), error:       749.37024, best error:       656.39368 on epoch:    95, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 128.4181060791s, input_fired_time: 1.8599110842, output_fired_time: 1.2617570162, propagate_forward_time: 48.3060379028, propagate_backward_time: 74.1932220459, weight_update_time: 0.1093232110, other_time: 2.7971801758
epoch time: 10.0232295990s, input_fired_time: 0.2041791826, output_fired_time: 0.0000000000, propagate_forward_time: 9.3311500549, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4879007339
validation[          , genome  7069] predictions:    9791/  10000 (97.91%), best:    9811/10000 (98.11%), error:       697.36298, best error:       656.39368 on epoch:    95, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 126.9851455688s, input_fired_time: 1.8351647854, output_fired_time: 1.2393835783, propagate_forward_time: 47.6371688843, propagate_backward_time: 73.4584579468, weight_update_time: 0.1123719960, other_time: 2.8149719238
epoch time: 9.4357242584s, input_fired_time: 0.1947675049, output_fired_time: 0.0000000000, propagate_forward_time: 8.7672090530, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4737472534
validation[          , genome  7069] predictions:    9773/  10000 (97.73%), best:    9811/10000 (98.11%), error:       748.92078, best error:       656.39368 on epoch:    95, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 152.1857757568s, input_fired_time: 2.0434694290, output_fired_time: 1.4453631639, propagate_forward_time: 57.8494949341, propagate_backward_time: 87.6777496338, weight_update_time: 0.1304495484, other_time: 3.1697006226
epoch time: 13.3791637421s, input_fired_time: 0.2471258044, output_fired_time: 0.0000000000, propagate_forward_time: 12.5300703049, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6019678116
validation[          , genome  7069] predictions:    9696/  10000 (96.96%), best:    9811/10000 (98.11%), error:      1045.00317, best error:       656.39368 on epoch:    95, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 126.7752990723s, input_fired_time: 1.8464169502, output_fired_time: 1.2361072302, propagate_forward_time: 47.4715843201, propagate_backward_time: 73.3973693848, weight_update_time: 0.1116948202, other_time: 2.8238220215
epoch time: 10.9925632477s, input_fired_time: 0.2179103792, output_fired_time: 0.0000000000, propagate_forward_time: 10.2476415634, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5270109177
validation[          , genome  7069] predictions:    9771/  10000 (97.71%), best:    9811/10000 (98.11%), error:       741.22717, best error:       656.39368 on epoch:    95, 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: 55.7984237671s, input_fired_time: 1.1205538511, output_fired_time: 0.0000000000, propagate_forward_time: 51.9632225037, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7146492004
best training[          , genome  7069] predictions:   49815/  50000 (99.63%), best:    9811/10000 (98.11%), error:       979.29620, best error:       656.39368 on epoch:    95, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 11.3825597763s, input_fired_time: 0.2220473289, output_fired_time: 0.0000000000, propagate_forward_time: 10.6129503250, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5475625992
   testing[          , genome  7069] predictions:    9781/  10000 (97.81%), best:    9811/10000 (98.11%), error:       677.35693, best error:       656.39368 on epoch:    95, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
13:41:42 (37340): called boinc_finish(0)

</stderr_txt>
]]>