Nameexact_genome_1512568488_41_7130_1
Workunit2606922
Created8 Dec 2017, 0:02:58 UTC
Sent8 Dec 2017, 0:08:53 UTC
Report deadline15 Dec 2017, 7:04:12 UTC
Received8 Dec 2017, 23:25:33 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID56692
Run time1 hours 31 min 51 sec
CPU time1 hours 27 min 54 sec
Validate stateValid
Credit1,822.11
Device peak FLOPS5.20 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size155.52 MB
Peak swap size158.46 MB
Peak disk usage1.73 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.0899358764, output_fired_time: 0.0000000000, propagate_forward_time: 3.7232892513, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2598035336
validation[          , genome  7130] predictions:    9612/  10000 (96.12%), best:    9673/10000 (96.73%), error:      1219.80969, best error:      1126.06348 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 48.9349822998s, input_fired_time: 0.7431560159, output_fired_time: 0.5782318711, propagate_forward_time: 17.1347999573, propagate_backward_time: 29.0596332550, weight_update_time: 0.0604498982, other_time: 1.4191608429
epoch time: 4.2214093208s, input_fired_time: 0.0923464894, output_fired_time: 0.0000000000, propagate_forward_time: 3.8596286774, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2694339752
validation[          , genome  7130] predictions:    9617/  10000 (96.17%), best:    9673/10000 (96.73%), error:      1215.82556, best error:      1126.06348 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 47.9543190002s, input_fired_time: 0.8144635558, output_fired_time: 0.5654949546, propagate_forward_time: 16.8179092407, propagate_backward_time: 28.3732852936, weight_update_time: 0.0589969717, other_time: 1.3831653595
epoch time: 3.8111772537s, input_fired_time: 0.0860823169, output_fired_time: 0.0000000000, propagate_forward_time: 3.4762420654, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2488529682
validation[          , genome  7130] predictions:    9655/  10000 (96.55%), best:    9655/10000 (96.55%), error:      1086.54504, best error:      1086.54504 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 47.9267807007s, input_fired_time: 0.7259556055, output_fired_time: 0.5665286183, propagate_forward_time: 16.8226432800, propagate_backward_time: 28.4220714569, weight_update_time: 0.0590707362, other_time: 1.3895816803
epoch time: 3.9845647812s, input_fired_time: 0.0875981525, output_fired_time: 0.0000000000, propagate_forward_time: 3.6393382549, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2576284409
validation[          , genome  7130] predictions:    9624/  10000 (96.24%), best:    9655/10000 (96.55%), error:      1240.55286, best error:      1086.54504 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 48.9098434448s, input_fired_time: 0.7413569689, output_fired_time: 0.5792019367, propagate_forward_time: 17.0133056641, propagate_backward_time: 29.1581630707, weight_update_time: 0.0614684001, other_time: 1.4178180695
epoch time: 4.0744476318s, input_fired_time: 0.0895124078, output_fired_time: 0.0000000000, propagate_forward_time: 3.7256808281, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2592544556
validation[          , genome  7130] predictions:    9657/  10000 (96.57%), best:    9655/10000 (96.55%), error:      1133.79529, best error:      1086.54504 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 46.7407417297s, input_fired_time: 0.7148038745, output_fired_time: 0.5569704771, propagate_forward_time: 16.2865600586, propagate_backward_time: 27.8118515015, weight_update_time: 0.0578467920, other_time: 1.3705558777
epoch time: 3.8472769260s, input_fired_time: 0.0857917070, output_fired_time: 0.0000000000, propagate_forward_time: 3.5137474537, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2477376461
validation[          , genome  7130] predictions:    9627/  10000 (96.27%), best:    9655/10000 (96.55%), error:      1221.75220, best error:      1086.54504 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 47.2300643921s, input_fired_time: 0.7193587422, output_fired_time: 0.5592926145, propagate_forward_time: 16.6218128204, propagate_backward_time: 27.9605064392, weight_update_time: 0.0596691817, other_time: 1.3690929413
epoch time: 4.1021637917s, input_fired_time: 0.0912158862, output_fired_time: 0.0000000000, propagate_forward_time: 3.7421011925, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2688465118
validation[          , genome  7130] predictions:    9661/  10000 (96.61%), best:    9655/10000 (96.55%), error:      1201.62195, best error:      1086.54504 on epoch:    16, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 47.5163955688s, input_fired_time: 0.7211403251, output_fired_time: 0.5614570975, propagate_forward_time: 16.7204627991, propagate_backward_time: 28.1403656006, weight_update_time: 0.0583883077, other_time: 1.3729667664
epoch time: 3.9779188633s, input_fired_time: 0.0880851746, output_fired_time: 0.0000000000, propagate_forward_time: 3.6344320774, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2554016113
validation[          , genome  7130] predictions:    9686/  10000 (96.86%), best:    9686/10000 (96.86%), error:      1067.95776, best error:      1067.95776 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 46.9006156921s, input_fired_time: 0.7238557339, output_fired_time: 0.5573046803, propagate_forward_time: 16.3489322662, propagate_backward_time: 27.8963603973, weight_update_time: 0.0580232777, other_time: 1.3741645813
epoch time: 3.9049360752s, input_fired_time: 0.0876309946, output_fired_time: 0.0000000000, propagate_forward_time: 3.5662009716, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2511041164
validation[          , genome  7130] predictions:    9626/  10000 (96.26%), best:    9686/10000 (96.86%), error:      1186.98499, best error:      1067.95776 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 46.8623313904s, input_fired_time: 0.7195086479, output_fired_time: 0.5562964082, propagate_forward_time: 16.2844886780, propagate_backward_time: 27.9369316101, weight_update_time: 0.0580043010, other_time: 1.3651046753
epoch time: 3.7824640274s, input_fired_time: 0.0858302563, output_fired_time: 0.0000000000, propagate_forward_time: 3.4513845444, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2452492714
validation[          , genome  7130] predictions:    9641/  10000 (96.41%), best:    9686/10000 (96.86%), error:      1143.82117, best error:      1067.95776 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 47.0154800415s, input_fired_time: 0.7198644280, output_fired_time: 0.5555382371, propagate_forward_time: 16.3503208160, propagate_backward_time: 28.0188236237, weight_update_time: 0.0580650866, other_time: 1.3709335327
epoch time: 3.9749715328s, input_fired_time: 0.0891678929, output_fired_time: 0.0000000000, propagate_forward_time: 3.6313681602, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2544355392
validation[          , genome  7130] predictions:    9172/  10000 (91.72%), best:    9686/10000 (96.86%), error:      2460.43896, best error:      1067.95776 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 46.5376739502s, input_fired_time: 0.7159311771, output_fired_time: 0.5551042557, propagate_forward_time: 16.3456592560, propagate_backward_time: 27.5660533905, weight_update_time: 0.0573462024, other_time: 1.3549270630
epoch time: 4.1044931412s, input_fired_time: 0.0901506245, output_fired_time: 0.0000000000, propagate_forward_time: 3.7541172504, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2602250576
validation[          , genome  7130] predictions:    9646/  10000 (96.46%), best:    9686/10000 (96.86%), error:      1107.52380, best error:      1067.95776 on epoch:    21, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 47.6098403931s, input_fired_time: 0.7242066860, output_fired_time: 0.5649421811, propagate_forward_time: 16.6057434082, propagate_backward_time: 28.3446254730, weight_update_time: 0.0582671873, other_time: 1.3703250885
epoch time: 4.0254259109s, input_fired_time: 0.0887019485, output_fired_time: 0.0000000000, propagate_forward_time: 3.6817348003, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2549891472
validation[          , genome  7130] predictions:    9654/  10000 (96.54%), best:    9686/10000 (96.86%), error:      1190.93567, best error:      1067.95776 on epoch:    21, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 46.6420288086s, input_fired_time: 0.7170703411, output_fired_time: 0.5556187630, propagate_forward_time: 16.2619819641, propagate_backward_time: 27.7168178558, weight_update_time: 0.0577121451, other_time: 1.3905391693
epoch time: 3.9460434914s, input_fired_time: 0.0890413746, output_fired_time: 0.0000000000, propagate_forward_time: 3.6045935154, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2524085045
validation[          , genome  7130] predictions:    9614/  10000 (96.14%), best:    9686/10000 (96.86%), error:      1250.46912, best error:      1067.95776 on epoch:    21, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 46.9370689392s, input_fired_time: 0.7267522216, output_fired_time: 0.5605403781, propagate_forward_time: 16.4273128510, propagate_backward_time: 27.8499794006, weight_update_time: 0.0587289296, other_time: 1.3724842072
epoch time: 3.9865930080s, input_fired_time: 0.0879020244, output_fired_time: 0.0000000000, propagate_forward_time: 3.6439206600, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2547702789
validation[          , genome  7130] predictions:    9630/  10000 (96.30%), best:    9686/10000 (96.86%), error:      1186.89990, best error:      1067.95776 on epoch:    21, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 47.1887664795s, input_fired_time: 0.7221394181, output_fired_time: 0.5585333705, propagate_forward_time: 16.4786624908, propagate_backward_time: 28.0594768524, weight_update_time: 0.0582530461, other_time: 1.3699531555
epoch time: 4.0973668098s, input_fired_time: 0.0910189226, output_fired_time: 0.0000000000, propagate_forward_time: 3.7430446148, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2633030415
validation[          , genome  7130] predictions:    9682/  10000 (96.82%), best:    9686/10000 (96.86%), error:      1068.94727, best error:      1067.95776 on epoch:    21, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 46.4347305298s, input_fired_time: 0.7147647142, output_fired_time: 0.5540071726, propagate_forward_time: 16.1157550812, propagate_backward_time: 27.6842899323, weight_update_time: 0.0580087900, other_time: 1.3659133911
epoch time: 3.9699802399s, input_fired_time: 0.0885513648, output_fired_time: 0.0000000000, propagate_forward_time: 3.6296687126, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2517602444
validation[          , genome  7130] predictions:    9716/  10000 (97.16%), best:    9716/10000 (97.16%), error:      1012.05414, best error:      1012.05414 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 46.9122009277s, input_fired_time: 0.7225579023, output_fired_time: 0.5606443882, propagate_forward_time: 16.3712062836, propagate_backward_time: 27.8877639771, weight_update_time: 0.0578145571, other_time: 1.3700275421
epoch time: 4.0008530617s, input_fired_time: 0.0899916142, output_fired_time: 0.0000000000, propagate_forward_time: 3.6530997753, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2577617168
validation[          , genome  7130] predictions:    9673/  10000 (96.73%), best:    9716/10000 (97.16%), error:      1119.46191, best error:      1012.05414 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 46.6165542603s, input_fired_time: 0.7431341410, output_fired_time: 0.5556103587, propagate_forward_time: 16.1717014313, propagate_backward_time: 27.7883014679, weight_update_time: 0.0575380772, other_time: 1.3578071594
epoch time: 4.1706838608s, input_fired_time: 0.0920001641, output_fired_time: 0.0000000000, propagate_forward_time: 3.8153328896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2633509636
validation[          , genome  7130] predictions:    9699/  10000 (96.99%), best:    9699/10000 (96.99%), error:       997.68781, best error:       997.68781 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 46.7115936279s, input_fired_time: 0.7219278216, output_fired_time: 0.5565675497, propagate_forward_time: 16.2761459351, propagate_backward_time: 27.7999439240, weight_update_time: 0.0574320927, other_time: 1.3570079803
epoch time: 4.1389889717s, input_fired_time: 0.0918332785, output_fired_time: 0.0000000000, propagate_forward_time: 3.7878448963, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2593109608
validation[          , genome  7130] predictions:    9673/  10000 (96.73%), best:    9699/10000 (96.99%), error:      1103.47620, best error:       997.68781 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 47.4758529663s, input_fired_time: 0.7262514234, output_fired_time: 0.5614174604, propagate_forward_time: 16.5745239258, propagate_backward_time: 28.2300128937, weight_update_time: 0.0589527003, other_time: 1.3836498260
epoch time: 3.7577354908s, input_fired_time: 0.0858883560, output_fired_time: 0.0000000000, propagate_forward_time: 3.4185533524, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2532937527
validation[          , genome  7130] predictions:    9698/  10000 (96.98%), best:    9699/10000 (96.99%), error:      1028.38696, best error:       997.68781 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 47.4767112732s, input_fired_time: 0.7268261909, output_fired_time: 0.5633952618, propagate_forward_time: 16.6059627533, propagate_backward_time: 28.2019634247, weight_update_time: 0.0586684048, other_time: 1.3785629272
epoch time: 3.9438743591s, input_fired_time: 0.0880556032, output_fired_time: 0.0000000000, propagate_forward_time: 3.6047804356, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2510383129
validation[          , genome  7130] predictions:    9647/  10000 (96.47%), best:    9699/10000 (96.99%), error:      1185.73035, best error:       997.68781 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 47.6054458618s, input_fired_time: 0.7284907699, output_fired_time: 0.5631144643, propagate_forward_time: 16.6929874420, propagate_backward_time: 28.2394943237, weight_update_time: 0.0585819446, other_time: 1.3813610077
epoch time: 4.0378832817s, input_fired_time: 0.0903909653, output_fired_time: 0.0000000000, propagate_forward_time: 3.6917712688, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2557210922
validation[          , genome  7130] predictions:    9691/  10000 (96.91%), best:    9691/10000 (96.91%), error:       983.61554, best error:       983.61554 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 47.3581466675s, input_fired_time: 0.7261714339, output_fired_time: 0.5583066344, propagate_forward_time: 16.4659118652, propagate_backward_time: 28.2300586700, weight_update_time: 0.0587779954, other_time: 1.3776988983
epoch time: 3.8243713379s, input_fired_time: 0.0873150378, output_fired_time: 0.0000000000, propagate_forward_time: 3.4866724014, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2503838539
validation[          , genome  7130] predictions:    9675/  10000 (96.75%), best:    9691/10000 (96.91%), error:      1034.74390, best error:       983.61554 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 47.6349906921s, input_fired_time: 0.7290416956, output_fired_time: 0.5622207522, propagate_forward_time: 16.5667648315, propagate_backward_time: 28.3992786407, weight_update_time: 0.0584876761, other_time: 1.3776836395
epoch time: 3.9863569736s, input_fired_time: 0.0900943130, output_fired_time: 0.0000000000, propagate_forward_time: 3.6383211613, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2579414845
validation[          , genome  7130] predictions:    9706/  10000 (97.06%), best:    9706/10000 (97.06%), error:       960.69366, best error:       960.69366 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 47.2811813354s, input_fired_time: 0.7272549272, output_fired_time: 0.5613027811, propagate_forward_time: 16.4661426544, propagate_backward_time: 28.1546726227, weight_update_time: 0.0583139360, other_time: 1.3718070984
epoch time: 4.0469470024s, input_fired_time: 0.0915381163, output_fired_time: 0.0000000000, propagate_forward_time: 3.7000420094, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2553668022
validation[          , genome  7130] predictions:    9612/  10000 (96.12%), best:    9706/10000 (97.06%), error:      1314.97217, best error:       960.69366 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 47.1622123718s, input_fired_time: 0.7256422639, output_fired_time: 0.5577015877, propagate_forward_time: 16.4131336212, propagate_backward_time: 28.0943336487, weight_update_time: 0.0582256317, other_time: 1.3714008331
epoch time: 3.8491377831s, input_fired_time: 0.0879722014, output_fired_time: 0.0000000000, propagate_forward_time: 3.5112595558, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2499060631
validation[          , genome  7130] predictions:    9681/  10000 (96.81%), best:    9706/10000 (97.06%), error:      1074.82227, best error:       960.69366 on epoch:    38, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 46.9763679504s, input_fired_time: 0.7249500751, output_fired_time: 0.5558392406, propagate_forward_time: 16.4310112000, propagate_backward_time: 27.8973064423, weight_update_time: 0.0580551140, other_time: 1.3672618866
epoch time: 3.9334273338s, input_fired_time: 0.0888251439, output_fired_time: 0.0000000000, propagate_forward_time: 3.5925807953, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2520213127
validation[          , genome  7130] predictions:    9672/  10000 (96.72%), best:    9706/10000 (97.06%), error:      1078.15820, best error:       960.69366 on epoch:    38, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 47.6493606567s, input_fired_time: 0.7322404385, output_fired_time: 0.5691993833, propagate_forward_time: 16.6301002502, propagate_backward_time: 28.3344039917, weight_update_time: 0.0590891466, other_time: 1.3834190369
epoch time: 3.5805132389s, input_fired_time: 0.0848264024, output_fired_time: 0.0000000000, propagate_forward_time: 3.2570207119, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2386660576
validation[          , genome  7130] predictions:    9706/  10000 (97.06%), best:    9706/10000 (97.06%), error:      1013.64789, best error:       960.69366 on epoch:    38, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 47.6128616333s, input_fired_time: 0.7325437069, output_fired_time: 0.5791295767, propagate_forward_time: 16.6937122345, propagate_backward_time: 28.2291450500, weight_update_time: 0.0588851795, other_time: 1.3783321381
epoch time: 4.0284256935s, input_fired_time: 0.0906017870, output_fired_time: 0.0000000000, propagate_forward_time: 3.6817495823, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2560744286
validation[          , genome  7130] predictions:    9705/  10000 (97.05%), best:    9706/10000 (97.06%), error:       972.04645, best error:       960.69366 on epoch:    38, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 47.6312332153s, input_fired_time: 0.7332175374, output_fired_time: 0.5694214106, propagate_forward_time: 16.6675415039, propagate_backward_time: 28.2877998352, weight_update_time: 0.0583180636, other_time: 1.3732528687
epoch time: 3.7955715656s, input_fired_time: 0.0873092785, output_fired_time: 0.0000000000, propagate_forward_time: 3.4596555233, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2486066818
validation[          , genome  7130] predictions:    9606/  10000 (96.06%), best:    9706/10000 (97.06%), error:      1260.43860, best error:       960.69366 on epoch:    38, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 48.2131843567s, input_fired_time: 0.7373493910, output_fired_time: 0.5737346411, propagate_forward_time: 16.9229030609, propagate_backward_time: 28.5621376038, weight_update_time: 0.0599607229, other_time: 1.4170589447
epoch time: 3.9919793606s, input_fired_time: 0.0903002620, output_fired_time: 0.0000000000, propagate_forward_time: 3.6429581642, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2587208748
validation[          , genome  7130] predictions:    9675/  10000 (96.75%), best:    9706/10000 (97.06%), error:      1114.41980, best error:       960.69366 on epoch:    38, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 47.6848258972s, input_fired_time: 0.7375988364, output_fired_time: 0.5592560172, propagate_forward_time: 16.6639518738, propagate_backward_time: 28.3429832458, weight_update_time: 0.0587267876, other_time: 1.3810348511
epoch time: 3.9893732071s, input_fired_time: 0.0899888724, output_fired_time: 0.0000000000, propagate_forward_time: 3.6420164108, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2573678493
validation[          , genome  7130] predictions:    9712/  10000 (97.12%), best:    9712/10000 (97.12%), error:       950.84839, best error:       950.84839 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 49.1689186096s, input_fired_time: 0.7429816127, output_fired_time: 0.5811202526, propagate_forward_time: 17.3391742706, propagate_backward_time: 29.0804367065, weight_update_time: 0.0612843893, other_time: 1.4252071381
epoch time: 3.9032473564s, input_fired_time: 0.0894392356, output_fired_time: 0.0000000000, propagate_forward_time: 3.5628097057, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2509984970
validation[          , genome  7130] predictions:    9714/  10000 (97.14%), best:    9714/10000 (97.14%), error:       943.83478, best error:       943.83478 on epoch:    47, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 47.0428543091s, input_fired_time: 0.7293570638, output_fired_time: 0.5574863553, propagate_forward_time: 16.4797840118, propagate_backward_time: 27.9077148438, weight_update_time: 0.0584542789, other_time: 1.3685092926
epoch time: 4.0533881187s, input_fired_time: 0.0919492468, output_fired_time: 0.0000000000, propagate_forward_time: 3.7042860985, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2571527958
validation[          , genome  7130] predictions:    9720/  10000 (97.20%), best:    9714/10000 (97.14%), error:       944.82208, best error:       943.83478 on epoch:    47, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 47.1378517151s, input_fired_time: 0.7309617400, output_fired_time: 0.5625979304, propagate_forward_time: 16.4647655487, propagate_backward_time: 28.0146045685, weight_update_time: 0.0581184514, other_time: 1.3649215698
epoch time: 4.0549225807s, input_fired_time: 0.0908111185, output_fired_time: 0.0000000000, propagate_forward_time: 3.7065734863, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2575380802
validation[          , genome  7130] predictions:    9713/  10000 (97.13%), best:    9714/10000 (97.14%), error:       945.43665, best error:       943.83478 on epoch:    47, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 47.1884269714s, input_fired_time: 0.7291370034, output_fired_time: 0.5612089634, propagate_forward_time: 16.4596347809, propagate_backward_time: 28.0682640076, weight_update_time: 0.0582910553, other_time: 1.3701801300
epoch time: 3.7782380581s, input_fired_time: 0.0874418318, output_fired_time: 0.0000000000, propagate_forward_time: 3.4451079369, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2456882000
validation[          , genome  7130] predictions:    9674/  10000 (96.74%), best:    9714/10000 (97.14%), error:      1064.48438, best error:       943.83478 on epoch:    47, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 46.5958557129s, input_fired_time: 0.7234804630, output_fired_time: 0.5519540906, propagate_forward_time: 16.2161579132, propagate_backward_time: 27.7497158051, weight_update_time: 0.0573326461, other_time: 1.3545494080
epoch time: 3.7223312855s, input_fired_time: 0.0866446197, output_fired_time: 0.0000000000, propagate_forward_time: 3.3915848732, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2441017628
validation[          , genome  7130] predictions:    9717/  10000 (97.17%), best:    9714/10000 (97.14%), error:       960.13580, best error:       943.83478 on epoch:    47, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 46.6427803040s, input_fired_time: 0.7257759571, output_fired_time: 0.5549504161, propagate_forward_time: 16.3107318878, propagate_backward_time: 27.6866703033, weight_update_time: 0.0579066910, other_time: 1.3646507263
epoch time: 4.0024127960s, input_fired_time: 0.0914513990, output_fired_time: 0.0000000000, propagate_forward_time: 3.6522161961, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2587451935
validation[          , genome  7130] predictions:    9692/  10000 (96.92%), best:    9714/10000 (97.14%), error:      1028.97034, best error:       943.83478 on epoch:    47, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 47.7663002014s, input_fired_time: 0.7360882759, output_fired_time: 0.5645352602, propagate_forward_time: 16.7497444153, propagate_backward_time: 28.3318443298, weight_update_time: 0.0591490343, other_time: 1.3840866089
epoch time: 4.0098752975s, input_fired_time: 0.0907620341, output_fired_time: 0.0000000000, propagate_forward_time: 3.6197755337, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2993376255
validation[          , genome  7130] predictions:    9641/  10000 (96.41%), best:    9714/10000 (97.14%), error:      1189.99170, best error:       943.83478 on epoch:    47, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 47.4918327332s, input_fired_time: 0.7347334027, output_fired_time: 0.5610420704, propagate_forward_time: 16.5399875641, propagate_backward_time: 28.2781162262, weight_update_time: 0.0588183291, other_time: 1.3779525757
epoch time: 3.8085026741s, input_fired_time: 0.0888094902, output_fired_time: 0.0000000000, propagate_forward_time: 3.4669830799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2527101040
validation[          , genome  7130] predictions:    9700/  10000 (97.00%), best:    9714/10000 (97.14%), error:      1033.90063, best error:       943.83478 on epoch:    47, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 47.8881225586s, input_fired_time: 0.7448321581, output_fired_time: 0.5698254704, propagate_forward_time: 16.8832759857, propagate_backward_time: 28.3011741638, weight_update_time: 0.0589574501, other_time: 1.3890171051
epoch time: 3.8824059963s, input_fired_time: 0.0892521739, output_fired_time: 0.0000000000, propagate_forward_time: 3.5424003601, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2507534027
validation[          , genome  7130] predictions:    9714/  10000 (97.14%), best:    9714/10000 (97.14%), error:       944.37555, best error:       943.83478 on epoch:    47, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 47.6289367676s, input_fired_time: 0.7359458804, output_fired_time: 0.5612122416, propagate_forward_time: 16.6749382019, propagate_backward_time: 28.2712993622, weight_update_time: 0.0590764023, other_time: 1.3855419159
epoch time: 3.6312460899s, input_fired_time: 0.0858525336, output_fired_time: 0.0000000000, propagate_forward_time: 3.3014366627, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2439568043
validation[          , genome  7130] predictions:    9702/  10000 (97.02%), best:    9714/10000 (97.14%), error:      1014.42090, best error:       943.83478 on epoch:    47, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 47.1349983215s, input_fired_time: 0.7325518727, output_fired_time: 0.5588141680, propagate_forward_time: 16.4522800446, propagate_backward_time: 28.0223331451, weight_update_time: 0.0586511791, other_time: 1.3690185547
epoch time: 3.9517664909s, input_fired_time: 0.0906677395, output_fired_time: 0.0000000000, propagate_forward_time: 3.6100902557, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2510085106
validation[          , genome  7130] predictions:    9708/  10000 (97.08%), best:    9714/10000 (97.14%), error:       987.55157, best error:       943.83478 on epoch:    47, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 47.2986106873s, input_fired_time: 0.7329491973, output_fired_time: 0.5621494055, propagate_forward_time: 16.4973392487, propagate_backward_time: 28.1092720032, weight_update_time: 0.0593406260, other_time: 1.3969020844
epoch time: 3.9633603096s, input_fired_time: 0.0914116204, output_fired_time: 0.0000000000, propagate_forward_time: 3.6173446178, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2546041012
validation[          , genome  7130] predictions:    9695/  10000 (96.95%), best:    9714/10000 (97.14%), error:      1017.24524, best error:       943.83478 on epoch:    47, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 48.5232620239s, input_fired_time: 0.7904149294, output_fired_time: 0.5736364126, propagate_forward_time: 16.8875446320, propagate_backward_time: 28.8672637939, weight_update_time: 0.0601429492, other_time: 1.4044017792
epoch time: 4.1107115746s, input_fired_time: 0.0931704715, output_fired_time: 0.0000000000, propagate_forward_time: 3.7564592361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2610816956
validation[          , genome  7130] predictions:    9685/  10000 (96.85%), best:    9714/10000 (97.14%), error:      1039.33423, best error:       943.83478 on epoch:    47, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 48.4549674988s, input_fired_time: 0.7436002493, output_fired_time: 0.5730826855, propagate_forward_time: 16.9545383453, propagate_backward_time: 28.7790317535, weight_update_time: 0.0599935316, other_time: 1.4047164917
epoch time: 4.8809018135s, input_fired_time: 0.1019527912, output_fired_time: 0.0000000000, propagate_forward_time: 4.4708285332, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3081202507
validation[          , genome  7130] predictions:    9608/  10000 (96.08%), best:    9714/10000 (97.14%), error:      1261.61963, best error:       943.83478 on epoch:    47, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 48.6043434143s, input_fired_time: 0.7412124276, output_fired_time: 0.5780032873, propagate_forward_time: 17.1290950775, propagate_backward_time: 28.7560920715, weight_update_time: 0.0599293783, other_time: 1.3999423981
epoch time: 4.1040987968s, input_fired_time: 0.0922088698, output_fired_time: 0.0000000000, propagate_forward_time: 3.7519767284, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2599132061
validation[          , genome  7130] predictions:    9691/  10000 (96.91%), best:    9714/10000 (97.14%), error:       995.13239, best error:       943.83478 on epoch:    47, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 49.7578315735s, input_fired_time: 0.7702497244, output_fired_time: 0.5880907178, propagate_forward_time: 17.4630622864, propagate_backward_time: 29.4890213013, weight_update_time: 0.0625731125, other_time: 1.4474105835
epoch time: 4.2242622375s, input_fired_time: 0.0950365663, output_fired_time: 0.0000000000, propagate_forward_time: 3.8615043163, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2677214146
validation[          , genome  7130] predictions:    9644/  10000 (96.44%), best:    9714/10000 (97.14%), error:      1156.85205, best error:       943.83478 on epoch:    47, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 48.3159561157s, input_fired_time: 0.7453817725, output_fired_time: 0.5743097663, propagate_forward_time: 16.9568672180, propagate_backward_time: 28.6305942535, weight_update_time: 0.0602200329, other_time: 1.4088039398
epoch time: 4.0181021690s, input_fired_time: 0.0910704285, output_fired_time: 0.0000000000, propagate_forward_time: 3.6711874008, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2558443546
validation[          , genome  7130] predictions:    9685/  10000 (96.85%), best:    9714/10000 (97.14%), error:      1006.91132, best error:       943.83478 on epoch:    47, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 50.3986854553s, input_fired_time: 0.7578527331, output_fired_time: 0.5895609260, propagate_forward_time: 17.8930988312, propagate_backward_time: 29.7122440338, weight_update_time: 0.0624153316, other_time: 1.4459266663
epoch time: 4.1849169731s, input_fired_time: 0.0944249108, output_fired_time: 0.0000000000, propagate_forward_time: 3.8281335831, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2623586655
validation[          , genome  7130] predictions:    9733/  10000 (97.33%), best:    9733/10000 (97.33%), error:       934.20105, best error:       934.20105 on epoch:    64, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 51.2808036804s, input_fired_time: 0.7647251487, output_fired_time: 0.6124470234, propagate_forward_time: 18.2548618317, propagate_backward_time: 30.1796569824, weight_update_time: 0.0635242611, other_time: 1.4691143036
epoch time: 5.0172863007s, input_fired_time: 0.1062319428, output_fired_time: 0.0000000000, propagate_forward_time: 4.6101031303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3009510040
validation[          , genome  7130] predictions:    9678/  10000 (96.78%), best:    9733/10000 (97.33%), error:      1068.67773, best error:       934.20105 on epoch:    64, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 49.2678833008s, input_fired_time: 0.7678830624, output_fired_time: 0.5833626390, propagate_forward_time: 17.3791942596, propagate_backward_time: 29.1162967682, weight_update_time: 0.0611428767, other_time: 1.4211463928
epoch time: 3.8346567154s, input_fired_time: 0.0900374055, output_fired_time: 0.0000000000, propagate_forward_time: 3.4899637699, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2546555996
validation[          , genome  7130] predictions:    9602/  10000 (96.02%), best:    9733/10000 (97.33%), error:      1322.09998, best error:       934.20105 on epoch:    64, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 50.3955383301s, input_fired_time: 0.7614790201, output_fired_time: 0.5956641436, propagate_forward_time: 17.7819519043, propagate_backward_time: 29.7917404175, weight_update_time: 0.0637582690, other_time: 1.4647026062
epoch time: 4.8862619400s, input_fired_time: 0.1037226021, output_fired_time: 0.0000000000, propagate_forward_time: 4.4911088943, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2914304733
validation[          , genome  7130] predictions:    9733/  10000 (97.33%), best:    9733/10000 (97.33%), error:       895.54919, best error:       895.54919 on epoch:    67, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 47.9728126526s, input_fired_time: 0.8028408289, output_fired_time: 0.5651214719, propagate_forward_time: 16.7226352692, propagate_backward_time: 28.4884071350, weight_update_time: 0.0598936155, other_time: 1.3938083649
epoch time: 4.3490424156s, input_fired_time: 0.0986151844, output_fired_time: 0.0000000000, propagate_forward_time: 3.9804463387, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2699809074
validation[          , genome  7130] predictions:    9705/  10000 (97.05%), best:    9733/10000 (97.33%), error:       976.52881, best error:       895.54919 on epoch:    67, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 48.9629898071s, input_fired_time: 0.7519616485, output_fired_time: 0.5753438473, propagate_forward_time: 17.1533050537, propagate_backward_time: 28.9720802307, weight_update_time: 0.1385892779, other_time: 1.5102996826
epoch time: 4.2308797836s, input_fired_time: 0.0956756696, output_fired_time: 0.0000000000, propagate_forward_time: 3.8690328598, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2661714554
validation[          , genome  7130] predictions:    9660/  10000 (96.60%), best:    9733/10000 (97.33%), error:      1130.81787, best error:       895.54919 on epoch:    67, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 50.3698310852s, input_fired_time: 0.7571995854, output_fired_time: 0.6064237356, propagate_forward_time: 17.6371574402, propagate_backward_time: 29.9117698669, weight_update_time: 0.0629381612, other_time: 1.4572830200
epoch time: 4.3153433800s, input_fired_time: 0.0979811847, output_fired_time: 0.0000000000, propagate_forward_time: 3.9413220882, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2760403156
validation[          , genome  7130] predictions:    9696/  10000 (96.96%), best:    9733/10000 (97.33%), error:      1014.66785, best error:       895.54919 on epoch:    67, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 48.4238662720s, input_fired_time: 0.7448334098, output_fired_time: 0.5725996494, propagate_forward_time: 17.0783481598, propagate_backward_time: 28.6003074646, weight_update_time: 0.0600360408, other_time: 1.4277744293
epoch time: 4.1287231445s, input_fired_time: 0.0938641131, output_fired_time: 0.0000000000, propagate_forward_time: 3.7702515125, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2646076679
validation[          , genome  7130] predictions:    9718/  10000 (97.18%), best:    9733/10000 (97.33%), error:       961.63202, best error:       895.54919 on epoch:    67, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 47.7659111023s, input_fired_time: 0.7402821183, output_fired_time: 0.5641523600, propagate_forward_time: 16.8068542480, propagate_backward_time: 28.2676506042, weight_update_time: 0.0592361018, other_time: 1.3869705200
epoch time: 4.1485657692s, input_fired_time: 0.0940568820, output_fired_time: 0.0000000000, propagate_forward_time: 3.7931845188, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2613241673
validation[          , genome  7130] predictions:    9744/  10000 (97.44%), best:    9744/10000 (97.44%), error:       892.08929, best error:       892.08929 on epoch:    72, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 48.9131889343s, input_fired_time: 0.7494748831, output_fired_time: 0.5747401118, propagate_forward_time: 17.2502212524, propagate_backward_time: 28.9335098267, weight_update_time: 0.0601432323, other_time: 1.4052429199
epoch time: 4.1296110153s, input_fired_time: 0.0957792699, output_fired_time: 0.0000000000, propagate_forward_time: 3.7655420303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2682895660
validation[          , genome  7130] predictions:    9683/  10000 (96.83%), best:    9744/10000 (97.44%), error:      1060.83008, best error:       892.08929 on epoch:    72, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 49.0853385925s, input_fired_time: 0.7482089400, output_fired_time: 0.5754354596, propagate_forward_time: 17.3300113678, propagate_backward_time: 29.0258693695, weight_update_time: 0.0600568205, other_time: 1.4058151245
epoch time: 3.9113419056s, input_fired_time: 0.0916049704, output_fired_time: 0.0000000000, propagate_forward_time: 3.5659637451, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2537732124
validation[          , genome  7130] predictions:    9720/  10000 (97.20%), best:    9744/10000 (97.44%), error:       931.06097, best error:       892.08929 on epoch:    72, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 48.4941673279s, input_fired_time: 0.7485805154, output_fired_time: 0.5712617040, propagate_forward_time: 16.9548015594, propagate_backward_time: 28.8181972504, weight_update_time: 0.0599236749, other_time: 1.4013252258
epoch time: 5.1913037300s, input_fired_time: 0.1100646481, output_fired_time: 0.0000000000, propagate_forward_time: 4.7412600517, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3399791718
validation[          , genome  7130] predictions:    9698/  10000 (96.98%), best:    9744/10000 (97.44%), error:      1005.46460, best error:       892.08929 on epoch:    72, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 49.8341674805s, input_fired_time: 0.7583164573, output_fired_time: 0.5869658589, propagate_forward_time: 17.5777015686, propagate_backward_time: 29.4756565094, weight_update_time: 0.0617355853, other_time: 1.4355258942
epoch time: 4.0318927765s, input_fired_time: 0.0923124552, output_fired_time: 0.0000000000, propagate_forward_time: 3.6837017536, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2558786869
validation[          , genome  7130] predictions:    9715/  10000 (97.15%), best:    9744/10000 (97.44%), error:       942.30481, best error:       892.08929 on epoch:    72, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 48.8710479736s, input_fired_time: 0.7481524944, output_fired_time: 0.5733850002, propagate_forward_time: 17.0714111328, propagate_backward_time: 29.0150585175, weight_update_time: 0.0597234070, other_time: 1.4630413055
epoch time: 4.6621704102s, input_fired_time: 0.1068739817, output_fired_time: 0.0000000000, propagate_forward_time: 4.2629795074, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2923169136
validation[          , genome  7130] predictions:    9682/  10000 (96.82%), best:    9744/10000 (97.44%), error:       994.77435, best error:       892.08929 on epoch:    72, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 49.2163429260s, input_fired_time: 0.7670316696, output_fired_time: 0.5769481063, propagate_forward_time: 17.4740447998, propagate_backward_time: 28.9713325500, weight_update_time: 0.0613750219, other_time: 1.4269866943
epoch time: 4.5090565681s, input_fired_time: 0.0995274559, output_fired_time: 0.0000000000, propagate_forward_time: 4.1300511360, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2794780731
validation[          , genome  7130] predictions:    9710/  10000 (97.10%), best:    9744/10000 (97.44%), error:       981.65820, best error:       892.08929 on epoch:    72, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 48.1388015747s, input_fired_time: 0.7473154068, output_fired_time: 0.5669768453, propagate_forward_time: 16.8579025269, propagate_backward_time: 28.5721015930, weight_update_time: 0.0599417537, other_time: 1.3945045471
epoch time: 4.1313629150s, input_fired_time: 0.0951079652, output_fired_time: 0.0000000000, propagate_forward_time: 3.7740232944, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2622315884
validation[          , genome  7130] predictions:    9704/  10000 (97.04%), best:    9744/10000 (97.44%), error:       978.24768, best error:       892.08929 on epoch:    72, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 48.6120643616s, input_fired_time: 0.7495239973, output_fired_time: 0.5722382665, propagate_forward_time: 17.1017932892, propagate_backward_time: 28.7781066895, weight_update_time: 0.0601019524, other_time: 1.4104022980
epoch time: 3.8401243687s, input_fired_time: 0.0901099443, output_fired_time: 0.0000000000, propagate_forward_time: 3.4966864586, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2533278465
validation[          , genome  7130] predictions:    9703/  10000 (97.03%), best:    9744/10000 (97.44%), error:       959.14069, best error:       892.08929 on epoch:    72, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 48.1433143616s, input_fired_time: 0.7487009168, output_fired_time: 0.5699823499, propagate_forward_time: 16.8809967041, propagate_backward_time: 28.5429534912, weight_update_time: 0.0597622469, other_time: 1.4006843567
epoch time: 4.1057310104s, input_fired_time: 0.0943478346, output_fired_time: 0.0000000000, propagate_forward_time: 3.7511956692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2601873875
validation[          , genome  7130] predictions:    9710/  10000 (97.10%), best:    9744/10000 (97.44%), error:       984.87347, best error:       892.08929 on epoch:    72, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 48.6369361877s, input_fired_time: 0.7570556998, output_fired_time: 0.5720508099, propagate_forward_time: 16.9137020111, propagate_backward_time: 28.9492702484, weight_update_time: 0.0596423633, other_time: 1.4448547363
epoch time: 3.8131444454s, input_fired_time: 0.0909640640, output_fired_time: 0.0000000000, propagate_forward_time: 3.4725549221, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2496254444
validation[          , genome  7130] predictions:    9709/  10000 (97.09%), best:    9744/10000 (97.44%), error:       956.73822, best error:       892.08929 on epoch:    72, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 48.6838150024s, input_fired_time: 0.7536320090, output_fired_time: 0.5767542124, propagate_forward_time: 17.0923576355, propagate_backward_time: 28.8588676453, weight_update_time: 0.0598325096, other_time: 1.4022026062
epoch time: 4.5910253525s, input_fired_time: 0.1010998935, output_fired_time: 0.0000000000, propagate_forward_time: 4.2034654617, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2864599228
validation[          , genome  7130] predictions:    9660/  10000 (96.60%), best:    9744/10000 (97.44%), error:      1142.09253, best error:       892.08929 on epoch:    72, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 50.3191528320s, input_fired_time: 0.7627522349, output_fired_time: 0.5926620960, propagate_forward_time: 17.5747375488, propagate_backward_time: 29.8210277557, weight_update_time: 0.1893160939, other_time: 1.5679721832
epoch time: 3.9806408882s, input_fired_time: 0.0929015726, output_fired_time: 0.0000000000, propagate_forward_time: 3.6330902576, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2546491623
validation[          , genome  7130] predictions:    9715/  10000 (97.15%), best:    9744/10000 (97.44%), error:       956.83264, best error:       892.08929 on epoch:    72, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 49.5636062622s, input_fired_time: 0.7570841312, output_fired_time: 0.5775197744, propagate_forward_time: 17.6016540527, propagate_backward_time: 29.2139225006, weight_update_time: 0.0606838390, other_time: 1.4134273529
epoch time: 4.4098558426s, input_fired_time: 0.0981474742, output_fired_time: 0.0000000000, propagate_forward_time: 4.0438389778, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2678694725
validation[          , genome  7130] predictions:    9712/  10000 (97.12%), best:    9744/10000 (97.44%), error:      1011.83270, best error:       892.08929 on epoch:    72, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 50.3095016479s, input_fired_time: 0.7658609152, output_fired_time: 0.5912838578, propagate_forward_time: 17.7504901886, propagate_backward_time: 29.7534885406, weight_update_time: 0.0626953542, other_time: 1.4483757019
epoch time: 4.2857260704s, input_fired_time: 0.0975532085, output_fired_time: 0.0000000000, propagate_forward_time: 3.9173514843, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2708213329
validation[          , genome  7130] predictions:    9684/  10000 (96.84%), best:    9744/10000 (97.44%), error:      1035.49121, best error:       892.08929 on epoch:    72, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 49.3255386353s, input_fired_time: 0.7575605512, output_fired_time: 0.5798321366, propagate_forward_time: 17.3283195496, propagate_backward_time: 29.2429122925, weight_update_time: 0.0605735816, other_time: 1.4169120789
epoch time: 4.8503108025s, input_fired_time: 0.1056257188, output_fired_time: 0.0000000000, propagate_forward_time: 4.4454813004, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2992038727
validation[          , genome  7130] predictions:    9679/  10000 (96.79%), best:    9744/10000 (97.44%), error:      1072.68005, best error:       892.08929 on epoch:    72, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 48.5987052917s, input_fired_time: 0.7679053545, output_fired_time: 0.5755966306, propagate_forward_time: 16.9805221558, propagate_backward_time: 28.8569602966, weight_update_time: 0.0604540855, other_time: 1.4177207947
epoch time: 4.0123357773s, input_fired_time: 0.0927425250, output_fired_time: 0.0000000000, propagate_forward_time: 3.6601302624, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2594630718
validation[          , genome  7130] predictions:    9672/  10000 (96.72%), best:    9744/10000 (97.44%), error:      1125.77368, best error:       892.08929 on epoch:    72, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 49.8925323486s, input_fired_time: 0.7663630843, output_fired_time: 0.6448978782, propagate_forward_time: 17.5314025879, propagate_backward_time: 29.5001144409, weight_update_time: 0.0708271787, other_time: 1.4497566223
epoch time: 4.1876721382s, input_fired_time: 0.0968816355, output_fired_time: 0.0000000000, propagate_forward_time: 3.8290398121, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2617504597
validation[          , genome  7130] predictions:    9695/  10000 (96.95%), best:    9744/10000 (97.44%), error:       990.96191, best error:       892.08929 on epoch:    72, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 48.4165229797s, input_fired_time: 0.7579560280, output_fired_time: 0.5732199550, propagate_forward_time: 16.9355888367, propagate_backward_time: 28.7494831085, weight_update_time: 0.0599875972, other_time: 1.4002742767
epoch time: 4.3282194138s, input_fired_time: 0.0982679427, output_fired_time: 0.0000000000, propagate_forward_time: 3.9631667137, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2667846680
validation[          , genome  7130] predictions:    9709/  10000 (97.09%), best:    9744/10000 (97.44%), error:       965.53772, best error:       892.08929 on epoch:    72, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 47.9209213257s, input_fired_time: 0.7490767241, output_fired_time: 0.5665108562, propagate_forward_time: 16.7612400055, propagate_backward_time: 28.4502487183, weight_update_time: 0.0601381548, other_time: 1.3938465118
epoch time: 4.3516511917s, input_fired_time: 0.0981327072, output_fired_time: 0.0000000000, propagate_forward_time: 3.9872486591, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2662699223
validation[          , genome  7130] predictions:    9712/  10000 (97.12%), best:    9744/10000 (97.44%), error:       973.99133, best error:       892.08929 on epoch:    72, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 49.4137344360s, input_fired_time: 0.7823330760, output_fired_time: 0.5842990875, propagate_forward_time: 17.2626628876, propagate_backward_time: 29.3376960754, weight_update_time: 0.0621077195, other_time: 1.4467449188
epoch time: 4.1721262932s, input_fired_time: 0.0962521508, output_fired_time: 0.0000000000, propagate_forward_time: 3.8089389801, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2669353485
validation[          , genome  7130] predictions:    9689/  10000 (96.89%), best:    9744/10000 (97.44%), error:      1074.23840, best error:       892.08929 on epoch:    72, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 48.3549385071s, input_fired_time: 0.7510513067, output_fired_time: 0.6314233541, propagate_forward_time: 16.7774219513, propagate_backward_time: 28.6934776306, weight_update_time: 0.0594378784, other_time: 1.5015621185
epoch time: 3.8893229961s, input_fired_time: 0.0938439444, output_fired_time: 0.0000000000, propagate_forward_time: 3.5401656628, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2553133965
validation[          , genome  7130] predictions:    9692/  10000 (96.92%), best:    9744/10000 (97.44%), error:      1036.24170, best error:       892.08929 on epoch:    72, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 48.8659248352s, input_fired_time: 0.7566121221, output_fired_time: 0.5763399601, propagate_forward_time: 17.2201786041, propagate_backward_time: 28.8960399628, weight_update_time: 0.0606654659, other_time: 1.4167556763
epoch time: 4.1437969208s, input_fired_time: 0.0954025462, output_fired_time: 0.0000000000, propagate_forward_time: 3.7822978497, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2660963535
validation[          , genome  7130] predictions:    9700/  10000 (97.00%), best:    9744/10000 (97.44%), error:      1013.18909, best error:       892.08929 on epoch:    72, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 48.5954818726s, input_fired_time: 0.7580556870, output_fired_time: 0.5714592934, propagate_forward_time: 16.9213199615, propagate_backward_time: 28.9463539124, weight_update_time: 0.0598767288, other_time: 1.3982906342
epoch time: 4.4273505211s, input_fired_time: 0.0996177942, output_fired_time: 0.0000000000, propagate_forward_time: 4.0497341156, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2779984474
validation[          , genome  7130] predictions:    9680/  10000 (96.80%), best:    9744/10000 (97.44%), error:      1063.13220, best error:       892.08929 on epoch:    72, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 48.5354919434s, input_fired_time: 0.7516853213, output_fired_time: 0.5740013719, propagate_forward_time: 16.8111953735, propagate_backward_time: 28.9903335571, weight_update_time: 0.0604323447, other_time: 1.4082756042
epoch time: 4.6487312317s, input_fired_time: 0.1019094512, output_fired_time: 0.0000000000, propagate_forward_time: 4.2740430832, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2727785110
validation[          , genome  7130] predictions:    9703/  10000 (97.03%), best:    9744/10000 (97.44%), error:      1025.42737, best error:       892.08929 on epoch:    72, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 49.7311706543s, input_fired_time: 0.7903524041, output_fired_time: 0.5817736983, propagate_forward_time: 17.7045497894, propagate_backward_time: 29.2310752869, weight_update_time: 0.0610802285, other_time: 1.4234218597
epoch time: 4.2297339439s, input_fired_time: 0.1033728644, output_fired_time: 0.0000000000, propagate_forward_time: 3.8592927456, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2670681477
validation[          , genome  7130] predictions:    9719/  10000 (97.19%), best:    9744/10000 (97.44%), error:       965.01807, best error:       892.08929 on epoch:    72, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 48.2996330261s, input_fired_time: 0.7560755610, output_fired_time: 0.5725933313, propagate_forward_time: 16.8152542114, propagate_backward_time: 28.7569484711, weight_update_time: 0.0600821264, other_time: 1.3987598419
epoch time: 4.4880504608s, input_fired_time: 0.1025609449, output_fired_time: 0.0000000000, propagate_forward_time: 4.1061592102, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2793302536
validation[          , genome  7130] predictions:    9723/  10000 (97.23%), best:    9744/10000 (97.44%), error:       947.56470, best error:       892.08929 on epoch:    72, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 49.0045509338s, input_fired_time: 0.7603775263, output_fired_time: 0.5847795606, propagate_forward_time: 17.2756652832, propagate_backward_time: 28.9655437469, weight_update_time: 0.0606387146, other_time: 1.4181880951
epoch time: 4.1973438263s, input_fired_time: 0.0958314314, output_fired_time: 0.0000000000, propagate_forward_time: 3.8427910805, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2587213516
validation[          , genome  7130] predictions:    9710/  10000 (97.10%), best:    9744/10000 (97.44%), error:       961.40289, best error:       892.08929 on epoch:    72, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 49.1967010498s, input_fired_time: 0.7621050477, output_fired_time: 0.5784838796, propagate_forward_time: 17.4057846069, propagate_backward_time: 29.0400848389, weight_update_time: 0.0603444017, other_time: 1.4102439880
epoch time: 4.0126261711s, input_fired_time: 0.0949571207, output_fired_time: 0.0000000000, propagate_forward_time: 3.6591329575, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2585361004
validation[          , genome  7130] predictions:    9681/  10000 (96.81%), best:    9744/10000 (97.44%), error:      1087.93335, best error:       892.08929 on epoch:    72, 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: 18.9789924622s, input_fired_time: 0.4477351904, output_fired_time: 0.0000000000, propagate_forward_time: 17.2054996490, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3257579803
best training[          , genome  7130] predictions:   49350/  50000 (98.70%), best:    9744/10000 (97.44%), error:      2413.79956, best error:       892.08929 on epoch:    72, 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: 4.6391277313s, input_fired_time: 0.1004891023, output_fired_time: 0.0000000000, propagate_forward_time: 4.2520952225, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2865433693
   testing[          , genome  7130] predictions:    9744/  10000 (97.44%), best:    9744/10000 (97.44%), error:       831.22687, best error:       892.08929 on epoch:    72, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
23:56:03 (9924): called boinc_finish(0)

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