Nameexact_genome_1512568488_41_6894_0
Workunit2605726
Created7 Dec 2017, 22:35:13 UTC
Sent7 Dec 2017, 22:42:51 UTC
Report deadline15 Dec 2017, 3:51:16 UTC
Received8 Dec 2017, 13:28:25 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57373
Run time3 hours 51 min 25 sec
CPU time3 hours 50 min 29 sec
Validate stateValid
Credit1,803.55
Device peak FLOPS3.51 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size154.16 MB
Peak swap size157.48 MB
Peak disk usage1.83 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
other_time: 0.5533294678
validation[          , genome  6894] predictions:    9646/  10000 (96.46%), best:    9697/10000 (96.97%), error:      1232.65454, best error:      1030.20056 on epoch:     5, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 125.8866119385s, input_fired_time: 1.2767828703, output_fired_time: 1.0979260206, propagate_forward_time: 47.5267181396, propagate_backward_time: 72.8939971924, weight_update_time: 0.1595602930, other_time: 3.0911941528
epoch time: 10.1755485535s, input_fired_time: 0.1604931056, output_fired_time: 0.0000000000, propagate_forward_time: 9.4770069122, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5380487442
validation[          , genome  6894] predictions:    9673/  10000 (96.73%), best:    9697/10000 (96.97%), error:      1121.57532, best error:      1030.20056 on epoch:     5, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 125.8652191162s, input_fired_time: 1.2766387463, output_fired_time: 1.1114196777, propagate_forward_time: 47.4444465637, propagate_backward_time: 72.9360885620, weight_update_time: 0.1543313414, other_time: 3.0966262817
epoch time: 10.2097253799s, input_fired_time: 0.1557080597, output_fired_time: 0.0000000000, propagate_forward_time: 9.5305747986, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5234422684
validation[          , genome  6894] predictions:    9676/  10000 (96.76%), best:    9697/10000 (96.97%), error:      1111.50903, best error:      1030.20056 on epoch:     5, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 125.7282867432s, input_fired_time: 1.2652636766, output_fired_time: 1.1260623932, propagate_forward_time: 47.4885673523, propagate_backward_time: 72.7708892822, weight_update_time: 0.1550522745, other_time: 3.0774993896
epoch time: 10.0588941574s, input_fired_time: 0.1563436985, output_fired_time: 0.0000000000, propagate_forward_time: 9.3879652023, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5145854950
validation[          , genome  6894] predictions:    9713/  10000 (97.13%), best:    9713/10000 (97.13%), error:       980.45471, best error:       980.45471 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 125.6436157227s, input_fired_time: 1.2667955160, output_fired_time: 1.1112408638, propagate_forward_time: 47.5039634705, propagate_backward_time: 72.7298126221, weight_update_time: 0.1551706344, other_time: 3.0317993164
epoch time: 10.0574769974s, input_fired_time: 0.1556283981, output_fired_time: 0.0000000000, propagate_forward_time: 9.3630361557, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5388126373
validation[          , genome  6894] predictions:    9658/  10000 (96.58%), best:    9713/10000 (97.13%), error:      1087.41052, best error:       980.45471 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 125.6078262329s, input_fired_time: 1.2432355881, output_fired_time: 1.1107822657, propagate_forward_time: 47.4108772278, propagate_backward_time: 72.8244094849, weight_update_time: 0.1533664465, other_time: 3.0185317993
epoch time: 10.1121845245s, input_fired_time: 0.1561840773, output_fired_time: 0.0000000000, propagate_forward_time: 9.4350137711, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5209865570
validation[          , genome  6894] predictions:    9708/  10000 (97.08%), best:    9713/10000 (97.13%), error:       985.92877, best error:       980.45471 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 125.9777908325s, input_fired_time: 1.2816367149, output_fired_time: 1.1264820099, propagate_forward_time: 47.6897506714, propagate_backward_time: 72.8098983765, weight_update_time: 0.1554050297, other_time: 3.0700225830
epoch time: 10.5227127075s, input_fired_time: 0.1751094908, output_fired_time: 0.0000000000, propagate_forward_time: 9.7767848969, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5708179474
validation[          , genome  6894] predictions:    9704/  10000 (97.04%), best:    9704/10000 (97.04%), error:       969.56958, best error:       969.56958 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 126.4289093018s, input_fired_time: 1.2607886791, output_fired_time: 1.1217033863, propagate_forward_time: 47.7933769226, propagate_backward_time: 73.1421585083, weight_update_time: 0.1547467709, other_time: 3.1108779907
epoch time: 10.0946455002s, input_fired_time: 0.1586433053, output_fired_time: 0.0000000000, propagate_forward_time: 9.4161205292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5198812485
validation[          , genome  6894] predictions:    9716/  10000 (97.16%), best:    9716/10000 (97.16%), error:       926.45868, best error:       926.45868 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 125.3413696289s, input_fired_time: 1.2501322031, output_fired_time: 1.1019048691, propagate_forward_time: 47.3168106079, propagate_backward_time: 72.6592178345, weight_update_time: 0.1538748741, other_time: 3.0133056641
epoch time: 10.3187007904s, input_fired_time: 0.1736105680, output_fired_time: 0.0000000000, propagate_forward_time: 9.6061620712, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5389280319
validation[          , genome  6894] predictions:    9738/  10000 (97.38%), best:    9738/10000 (97.38%), error:       921.71985, best error:       921.71985 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 125.8673324585s, input_fired_time: 1.2608547211, output_fired_time: 1.1388373375, propagate_forward_time: 47.5911331177, propagate_backward_time: 72.8228302002, weight_update_time: 0.1539135873, other_time: 3.0536727905
epoch time: 10.0934667587s, input_fired_time: 0.1560765803, output_fired_time: 0.0000000000, propagate_forward_time: 9.4205274582, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5168628693
validation[          , genome  6894] predictions:    9633/  10000 (96.33%), best:    9738/10000 (97.38%), error:      1080.70349, best error:       921.71985 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 126.3417282104s, input_fired_time: 1.2896685600, output_fired_time: 1.1158598661, propagate_forward_time: 47.6820869446, propagate_backward_time: 73.1235885620, weight_update_time: 0.1557566077, other_time: 3.1305313110
epoch time: 10.1018238068s, input_fired_time: 0.1584536880, output_fired_time: 0.0000000000, propagate_forward_time: 9.4243059158, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5190639496
validation[          , genome  6894] predictions:    9666/  10000 (96.66%), best:    9738/10000 (97.38%), error:      1104.03723, best error:       921.71985 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 126.1267395020s, input_fired_time: 1.2648624182, output_fired_time: 1.1050641537, propagate_forward_time: 47.6001281738, propagate_backward_time: 73.1156082153, weight_update_time: 0.1539455950, other_time: 3.0410766602
epoch time: 10.1072835922s, input_fired_time: 0.1581282020, output_fired_time: 0.0000000000, propagate_forward_time: 9.4317255020, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5174303055
validation[          , genome  6894] predictions:    9579/  10000 (95.79%), best:    9738/10000 (97.38%), error:      1288.18750, best error:       921.71985 on epoch:    22, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 125.1443786621s, input_fired_time: 1.2548290491, output_fired_time: 1.1202282906, propagate_forward_time: 47.3113365173, propagate_backward_time: 72.4977951050, weight_update_time: 0.1537971199, other_time: 2.9601821899
epoch time: 10.0927982330s, input_fired_time: 0.1579840779, output_fired_time: 0.0000000000, propagate_forward_time: 9.4171047211, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5177097321
validation[          , genome  6894] predictions:    9707/  10000 (97.07%), best:    9738/10000 (97.38%), error:       970.78552, best error:       921.71985 on epoch:    22, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 126.5079956055s, input_fired_time: 1.2944583893, output_fired_time: 1.1271305084, propagate_forward_time: 47.7580947876, propagate_backward_time: 73.2453918457, weight_update_time: 0.1608535051, other_time: 3.0829238892
epoch time: 10.1573934555s, input_fired_time: 0.1614404470, output_fired_time: 0.0000000000, propagate_forward_time: 9.4590177536, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5369348526
validation[          , genome  6894] predictions:    9718/  10000 (97.18%), best:    9738/10000 (97.38%), error:       934.27441, best error:       921.71985 on epoch:    22, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 125.7643508911s, input_fired_time: 1.2754808664, output_fired_time: 1.1099766493, propagate_forward_time: 47.5082359314, propagate_backward_time: 72.8222122192, weight_update_time: 0.1546181887, other_time: 3.0484390259
epoch time: 10.0599622726s, input_fired_time: 0.1571408659, output_fired_time: 0.0000000000, propagate_forward_time: 9.3832693100, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5195522308
validation[          , genome  6894] predictions:    9618/  10000 (96.18%), best:    9738/10000 (97.38%), error:      1176.72388, best error:       921.71985 on epoch:    22, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 126.8682632446s, input_fired_time: 1.2947881222, output_fired_time: 1.1154360771, propagate_forward_time: 47.9183731079, propagate_backward_time: 73.4048538208, weight_update_time: 0.1606186330, other_time: 3.1348190308
epoch time: 10.2096986771s, input_fired_time: 0.1739674062, output_fired_time: 0.0000000000, propagate_forward_time: 9.5124025345, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5233287811
validation[          , genome  6894] predictions:    9744/  10000 (97.44%), best:    9744/10000 (97.44%), error:       869.90863, best error:       869.90863 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 123.7879104614s, input_fired_time: 1.2354471684, output_fired_time: 1.0934906006, propagate_forward_time: 46.8006172180, propagate_backward_time: 71.7009887695, weight_update_time: 0.1511999965, other_time: 2.9573669434
epoch time: 10.1066026688s, input_fired_time: 0.1581585705, output_fired_time: 0.0000000000, propagate_forward_time: 9.4318981171, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5165462494
validation[          , genome  6894] predictions:    9705/  10000 (97.05%), best:    9744/10000 (97.44%), error:       894.02075, best error:       869.90863 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 126.4023742676s, input_fired_time: 1.2964726686, output_fired_time: 1.1342014074, propagate_forward_time: 47.7543182373, propagate_backward_time: 73.0989074707, weight_update_time: 0.1606932133, other_time: 3.1184768677
epoch time: 10.1513576508s, input_fired_time: 0.1601778120, output_fired_time: 0.0000000000, propagate_forward_time: 9.4719152451, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5192642212
validation[          , genome  6894] predictions:    9697/  10000 (96.97%), best:    9744/10000 (97.44%), error:       946.58246, best error:       869.90863 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 125.6203613281s, input_fired_time: 1.2673645020, output_fired_time: 1.1232935190, propagate_forward_time: 47.4341354370, propagate_backward_time: 72.7349777222, weight_update_time: 0.1547677666, other_time: 3.0605926514
epoch time: 10.1152229309s, input_fired_time: 0.1603835970, output_fired_time: 0.0000000000, propagate_forward_time: 9.4382772446, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5165624619
validation[          , genome  6894] predictions:    9722/  10000 (97.22%), best:    9744/10000 (97.44%), error:       876.70660, best error:       869.90863 on epoch:    29, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 125.7427749634s, input_fired_time: 1.2829867601, output_fired_time: 1.1171047688, propagate_forward_time: 47.5284080505, propagate_backward_time: 72.7677764893, weight_update_time: 0.1549487412, other_time: 3.0464935303
epoch time: 10.0747985840s, input_fired_time: 0.1581816077, output_fired_time: 0.0000000000, propagate_forward_time: 9.3947782516, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5218391418
validation[          , genome  6894] predictions:    9691/  10000 (96.91%), best:    9744/10000 (97.44%), error:       946.28198, best error:       869.90863 on epoch:    29, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 127.7428894043s, input_fired_time: 1.2978467941, output_fired_time: 1.1179550886, propagate_forward_time: 48.0602798462, propagate_backward_time: 74.0408554077, weight_update_time: 0.1556265056, other_time: 3.2259521484
epoch time: 10.2303714752s, input_fired_time: 0.1643831730, output_fired_time: 0.0000000000, propagate_forward_time: 9.5264730453, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5395154953
validation[          , genome  6894] predictions:    9716/  10000 (97.16%), best:    9744/10000 (97.44%), error:       946.64319, best error:       869.90863 on epoch:    29, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 125.8937454224s, input_fired_time: 1.2755286694, output_fired_time: 1.0981889963, propagate_forward_time: 47.6129112244, propagate_backward_time: 72.9392318726, weight_update_time: 0.1574937105, other_time: 2.9678878784
epoch time: 10.4708843231s, input_fired_time: 0.1675072014, output_fired_time: 0.0000000000, propagate_forward_time: 9.7377061844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5656709671
validation[          , genome  6894] predictions:    9721/  10000 (97.21%), best:    9744/10000 (97.44%), error:       917.98346, best error:       869.90863 on epoch:    29, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 126.0541763306s, input_fired_time: 1.2723621130, output_fired_time: 1.1145457029, propagate_forward_time: 47.5829391479, propagate_backward_time: 73.0563659668, weight_update_time: 0.1558591872, other_time: 3.0279617310
epoch time: 10.2311916351s, input_fired_time: 0.1668776721, output_fired_time: 0.0000000000, propagate_forward_time: 9.5196704865, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5446434021
validation[          , genome  6894] predictions:    9669/  10000 (96.69%), best:    9744/10000 (97.44%), error:      1103.40625, best error:       869.90863 on epoch:    29, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 125.6402511597s, input_fired_time: 1.2688378096, output_fired_time: 1.1082837582, propagate_forward_time: 47.4395828247, propagate_backward_time: 72.7769622803, weight_update_time: 0.1550601870, other_time: 3.0465850830
epoch time: 10.2472667694s, input_fired_time: 0.1647904962, output_fired_time: 0.0000000000, propagate_forward_time: 9.5384426117, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5440340042
validation[          , genome  6894] predictions:    9710/  10000 (97.10%), best:    9744/10000 (97.44%), error:       910.13470, best error:       869.90863 on epoch:    29, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 127.0078201294s, input_fired_time: 1.3190010786, output_fired_time: 1.1383733749, propagate_forward_time: 47.9061279297, propagate_backward_time: 73.5245361328, weight_update_time: 0.1552592069, other_time: 3.1197814941
epoch time: 10.2154178619s, input_fired_time: 0.1657860130, output_fired_time: 0.0000000000, propagate_forward_time: 9.5128736496, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5367584229
validation[          , genome  6894] predictions:    9617/  10000 (96.17%), best:    9744/10000 (97.44%), error:      1167.39441, best error:       869.90863 on epoch:    29, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 125.3842468262s, input_fired_time: 1.2841578722, output_fired_time: 1.1078557968, propagate_forward_time: 47.3844985962, propagate_backward_time: 72.5506744385, weight_update_time: 0.1537876874, other_time: 3.0570602417
epoch time: 10.4171161652s, input_fired_time: 0.1600528657, output_fired_time: 0.0000000000, propagate_forward_time: 9.7141180038, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5429449081
validation[          , genome  6894] predictions:    9716/  10000 (97.16%), best:    9744/10000 (97.44%), error:       912.04944, best error:       869.90863 on epoch:    29, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 126.6591949463s, input_fired_time: 1.2877085209, output_fired_time: 1.1058090925, propagate_forward_time: 47.7951164246, propagate_backward_time: 73.3397216797, weight_update_time: 0.1557592899, other_time: 3.1308288574
epoch time: 10.3251638412s, input_fired_time: 0.1686716080, output_fired_time: 0.0000000000, propagate_forward_time: 9.5989942551, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5574979782
validation[          , genome  6894] predictions:    9683/  10000 (96.83%), best:    9744/10000 (97.44%), error:       964.08441, best error:       869.90863 on epoch:    29, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 125.8488311768s, input_fired_time: 1.2987328768, output_fired_time: 1.1078023911, propagate_forward_time: 47.5055198669, propagate_backward_time: 72.8228836060, weight_update_time: 0.1571374238, other_time: 3.1138839722
epoch time: 10.1229991913s, input_fired_time: 0.1641034484, output_fired_time: 0.0000000000, propagate_forward_time: 9.4394044876, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5194911957
validation[          , genome  6894] predictions:    9681/  10000 (96.81%), best:    9744/10000 (97.44%), error:       971.44885, best error:       869.90863 on epoch:    29, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 125.7568130493s, input_fired_time: 1.2642667294, output_fired_time: 1.1134752035, propagate_forward_time: 47.4736938477, propagate_backward_time: 72.8464508057, weight_update_time: 0.1547836810, other_time: 3.0589294434
epoch time: 10.4889049530s, input_fired_time: 0.1731832922, output_fired_time: 0.0000000000, propagate_forward_time: 9.7306156158, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5851058960
validation[          , genome  6894] predictions:    9680/  10000 (96.80%), best:    9744/10000 (97.44%), error:      1046.57593, best error:       869.90863 on epoch:    29, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 125.8460464478s, input_fired_time: 1.2702478170, output_fired_time: 1.1086826324, propagate_forward_time: 47.5564651489, propagate_backward_time: 72.8730163574, weight_update_time: 0.1597914994, other_time: 3.0376358032
epoch time: 10.7005844116s, input_fired_time: 0.1689584106, output_fired_time: 0.0000000000, propagate_forward_time: 9.9714345932, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5601911545
validation[          , genome  6894] predictions:    9738/  10000 (97.38%), best:    9738/10000 (97.38%), error:       853.59082, best error:       853.59082 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 126.0731658936s, input_fired_time: 1.2882283926, output_fired_time: 1.1295984983, propagate_forward_time: 47.6208839417, propagate_backward_time: 72.9823608398, weight_update_time: 0.1592174470, other_time: 3.0520935059
epoch time: 10.2106647491s, input_fired_time: 0.1637102216, output_fired_time: 0.0000000000, propagate_forward_time: 9.5102567673, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5366973877
validation[          , genome  6894] predictions:    9672/  10000 (96.72%), best:    9738/10000 (97.38%), error:      1017.95306, best error:       853.59082 on epoch:    43, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 126.3074798584s, input_fired_time: 1.3022546768, output_fired_time: 1.1036399603, propagate_forward_time: 47.7135963440, propagate_backward_time: 73.0627593994, weight_update_time: 0.1560273021, other_time: 3.1252288818
epoch time: 10.1266574860s, input_fired_time: 0.1590373814, output_fired_time: 0.0000000000, propagate_forward_time: 9.4493761063, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5182437897
validation[          , genome  6894] predictions:    9700/  10000 (97.00%), best:    9738/10000 (97.38%), error:      1039.34070, best error:       853.59082 on epoch:    43, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 124.7427215576s, input_fired_time: 1.2720402479, output_fired_time: 1.1093810797, propagate_forward_time: 47.1030540466, propagate_backward_time: 72.2882003784, weight_update_time: 0.1540122032, other_time: 2.9700393677
epoch time: 10.1837310791s, input_fired_time: 0.1667954177, output_fired_time: 0.0000000000, propagate_forward_time: 9.4926080704, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5243272781
validation[          , genome  6894] predictions:    9742/  10000 (97.42%), best:    9738/10000 (97.38%), error:       861.30585, best error:       853.59082 on epoch:    43, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 127.3998107910s, input_fired_time: 1.3032943010, output_fired_time: 1.1441798210, propagate_forward_time: 48.1524238586, propagate_backward_time: 73.6614379883, weight_update_time: 0.1613657027, other_time: 3.1384735107
epoch time: 10.0117769241s, input_fired_time: 0.1611182243, output_fired_time: 0.0000000000, propagate_forward_time: 9.3262109756, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5244474411
validation[          , genome  6894] predictions:    9679/  10000 (96.79%), best:    9738/10000 (97.38%), error:       995.62329, best error:       853.59082 on epoch:    43, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 126.0465469360s, input_fired_time: 1.2807220221, output_fired_time: 1.1035279036, propagate_forward_time: 47.5029869080, propagate_backward_time: 73.0739593506, weight_update_time: 0.1558493078, other_time: 3.0853424072
epoch time: 10.1750326157s, input_fired_time: 0.1641708463, output_fired_time: 0.0000000000, propagate_forward_time: 9.4693269730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5415344238
validation[          , genome  6894] predictions:    9728/  10000 (97.28%), best:    9728/10000 (97.28%), error:       844.03253, best error:       844.03253 on epoch:    48, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 125.5144805908s, input_fired_time: 1.2732034922, output_fired_time: 1.1188713312, propagate_forward_time: 47.4217567444, propagate_backward_time: 72.7042236328, weight_update_time: 0.1540098190, other_time: 2.9964294434
epoch time: 10.1093730927s, input_fired_time: 0.1611724943, output_fired_time: 0.0000000000, propagate_forward_time: 9.4290351868, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5191650391
validation[          , genome  6894] predictions:    9717/  10000 (97.17%), best:    9728/10000 (97.28%), error:       913.22040, best error:       844.03253 on epoch:    48, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 125.0394287109s, input_fired_time: 1.2621164322, output_fired_time: 1.1035850048, propagate_forward_time: 47.2911415100, propagate_backward_time: 72.4348754883, weight_update_time: 0.1539929360, other_time: 2.9477081299
epoch time: 10.1622037888s, input_fired_time: 0.1638104022, output_fired_time: 0.0000000000, propagate_forward_time: 9.4619951248, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5363979340
validation[          , genome  6894] predictions:    9755/  10000 (97.55%), best:    9755/10000 (97.55%), error:       795.58197, best error:       795.58197 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 125.1257400513s, input_fired_time: 1.2691880465, output_fired_time: 1.1099412441, propagate_forward_time: 47.3717956543, propagate_backward_time: 72.4155578613, weight_update_time: 0.1547768414, other_time: 2.9592590332
epoch time: 10.2869272232s, input_fired_time: 0.1768402308, output_fired_time: 0.0000000000, propagate_forward_time: 9.5648899078, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5451974869
validation[          , genome  6894] predictions:    9713/  10000 (97.13%), best:    9755/10000 (97.55%), error:       905.06281, best error:       795.58197 on epoch:    50, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 128.0005035400s, input_fired_time: 1.3127499819, output_fired_time: 1.1246597767, propagate_forward_time: 48.3172531128, propagate_backward_time: 74.0768280029, weight_update_time: 0.1583038718, other_time: 3.1690139771
epoch time: 10.2227544785s, input_fired_time: 0.1640435010, output_fired_time: 0.0000000000, propagate_forward_time: 9.5098934174, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5488176346
validation[          , genome  6894] predictions:    9739/  10000 (97.39%), best:    9755/10000 (97.55%), error:       860.24548, best error:       795.58197 on epoch:    50, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 125.8019332886s, input_fired_time: 1.2998197079, output_fired_time: 1.1105195284, propagate_forward_time: 47.5102500916, propagate_backward_time: 72.8401184082, weight_update_time: 0.1548136324, other_time: 3.0412292480
epoch time: 10.1708211899s, input_fired_time: 0.1623256207, output_fired_time: 0.0000000000, propagate_forward_time: 9.4854154587, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5230798721
validation[          , genome  6894] predictions:    9740/  10000 (97.40%), best:    9755/10000 (97.55%), error:       833.32361, best error:       795.58197 on epoch:    50, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 125.4920959473s, input_fired_time: 1.2791543007, output_fired_time: 1.1096336842, propagate_forward_time: 47.4157447815, propagate_backward_time: 72.6438751221, weight_update_time: 0.1556242853, other_time: 3.0436859131
epoch time: 9.9765253067s, input_fired_time: 0.1599004716, output_fired_time: 0.0000000000, propagate_forward_time: 9.2873811722, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5292434692
validation[          , genome  6894] predictions:    9707/  10000 (97.07%), best:    9755/10000 (97.55%), error:       883.32800, best error:       795.58197 on epoch:    50, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 125.2723083496s, input_fired_time: 1.2760028839, output_fired_time: 1.1082602739, propagate_forward_time: 47.2715339661, propagate_backward_time: 72.5968551636, weight_update_time: 0.1536661834, other_time: 3.0196609497
epoch time: 10.1245784760s, input_fired_time: 0.1617563367, output_fired_time: 0.0000000000, propagate_forward_time: 9.4450607300, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5177612305
validation[          , genome  6894] predictions:    9715/  10000 (97.15%), best:    9755/10000 (97.55%), error:       858.46448, best error:       795.58197 on epoch:    50, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 127.3050308228s, input_fired_time: 1.3158334494, output_fired_time: 1.1237505674, propagate_forward_time: 48.0737915039, propagate_backward_time: 73.5793075562, weight_update_time: 0.1685403883, other_time: 3.2123489380
epoch time: 10.1609201431s, input_fired_time: 0.1626464278, output_fired_time: 0.0000000000, propagate_forward_time: 9.4805316925, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5177421570
validation[          , genome  6894] predictions:    9718/  10000 (97.18%), best:    9755/10000 (97.55%), error:       900.27679, best error:       795.58197 on epoch:    50, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 126.2453231812s, input_fired_time: 1.3109312057, output_fired_time: 1.1178879738, propagate_forward_time: 47.6811370850, propagate_backward_time: 72.9979705811, weight_update_time: 0.1570325792, other_time: 3.1373977661
epoch time: 10.1720972061s, input_fired_time: 0.1665168256, output_fired_time: 0.0000000000, propagate_forward_time: 9.4783554077, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5272245407
validation[          , genome  6894] predictions:    9712/  10000 (97.12%), best:    9755/10000 (97.55%), error:       927.65308, best error:       795.58197 on epoch:    50, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 125.7802200317s, input_fired_time: 1.2805085182, output_fired_time: 1.1103891134, propagate_forward_time: 47.5158424377, propagate_backward_time: 72.7996826172, weight_update_time: 0.1545074582, other_time: 3.0737915039
epoch time: 10.1209764481s, input_fired_time: 0.1612957418, output_fired_time: 0.0000000000, propagate_forward_time: 9.4392490387, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5204315186
validation[          , genome  6894] predictions:    9719/  10000 (97.19%), best:    9755/10000 (97.55%), error:       869.86218, best error:       795.58197 on epoch:    50, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 126.1433792114s, input_fired_time: 1.2939938307, output_fired_time: 1.1125108004, propagate_forward_time: 47.6819725037, propagate_backward_time: 72.9610595703, weight_update_time: 0.1595855504, other_time: 3.0938415527
epoch time: 10.1413841248s, input_fired_time: 0.1607091129, output_fired_time: 0.0000000000, propagate_forward_time: 9.4570150375, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5236597061
validation[          , genome  6894] predictions:    9713/  10000 (97.13%), best:    9755/10000 (97.55%), error:       912.77997, best error:       795.58197 on epoch:    50, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 126.8562240601s, input_fired_time: 1.2923638821, output_fired_time: 1.1326948404, propagate_forward_time: 47.8047599792, propagate_backward_time: 73.4564895630, weight_update_time: 0.1694694757, other_time: 3.1699142456
epoch time: 10.1365337372s, input_fired_time: 0.1614649147, output_fired_time: 0.0000000000, propagate_forward_time: 9.4569015503, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5181674957
validation[          , genome  6894] predictions:    9709/  10000 (97.09%), best:    9755/10000 (97.55%), error:       938.75488, best error:       795.58197 on epoch:    50, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 125.5258636475s, input_fired_time: 1.2849915028, output_fired_time: 1.1180951595, propagate_forward_time: 47.4229736328, propagate_backward_time: 72.7031936646, weight_update_time: 0.1535490602, other_time: 2.9966125488
epoch time: 10.1516017914s, input_fired_time: 0.1618764102, output_fired_time: 0.0000000000, propagate_forward_time: 9.4686603546, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5210647583
validation[          , genome  6894] predictions:    9687/  10000 (96.87%), best:    9755/10000 (97.55%), error:       971.87457, best error:       795.58197 on epoch:    50, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 125.4404296875s, input_fired_time: 1.2841848135, output_fired_time: 1.0995624065, propagate_forward_time: 47.3215560913, propagate_backward_time: 72.7478942871, weight_update_time: 0.1531083584, other_time: 2.9872283936
epoch time: 10.1879606247s, input_fired_time: 0.1641493887, output_fired_time: 0.0000000000, propagate_forward_time: 9.4838809967, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5399303436
validation[          , genome  6894] predictions:    9725/  10000 (97.25%), best:    9755/10000 (97.55%), error:       827.38965, best error:       795.58197 on epoch:    50, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 124.0819549561s, input_fired_time: 1.2503306866, output_fired_time: 1.0851944685, propagate_forward_time: 46.8006896973, propagate_backward_time: 71.9373626709, weight_update_time: 0.1519629806, other_time: 3.0083770752
epoch time: 10.0895471573s, input_fired_time: 0.1613350958, output_fired_time: 0.0000000000, propagate_forward_time: 9.4115104675, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5167016983
validation[          , genome  6894] predictions:    9734/  10000 (97.34%), best:    9755/10000 (97.55%), error:       838.53809, best error:       795.58197 on epoch:    50, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 124.8623886108s, input_fired_time: 1.2784503698, output_fired_time: 1.0963762999, propagate_forward_time: 47.1605529785, propagate_backward_time: 72.2977371216, weight_update_time: 0.1541332752, other_time: 3.0292739868
epoch time: 10.6461887360s, input_fired_time: 0.1757483929, output_fired_time: 0.0000000000, propagate_forward_time: 9.9114637375, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5589761734
validation[          , genome  6894] predictions:    9735/  10000 (97.35%), best:    9755/10000 (97.55%), error:       815.93781, best error:       795.58197 on epoch:    50, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 126.7940292358s, input_fired_time: 1.3089125156, output_fired_time: 1.1189509630, propagate_forward_time: 47.8392410278, propagate_backward_time: 73.3642120361, weight_update_time: 0.1604146361, other_time: 3.1627120972
epoch time: 10.1447906494s, input_fired_time: 0.1623383909, output_fired_time: 0.0000000000, propagate_forward_time: 9.4634323120, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5190200806
validation[          , genome  6894] predictions:    9737/  10000 (97.37%), best:    9755/10000 (97.55%), error:       838.10608, best error:       795.58197 on epoch:    50, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 124.4367904663s, input_fired_time: 1.2586438656, output_fired_time: 1.0958868265, propagate_forward_time: 47.0499305725, propagate_backward_time: 72.1166076660, weight_update_time: 0.1523777992, other_time: 2.9157257080
epoch time: 10.0299043655s, input_fired_time: 0.1612375081, output_fired_time: 0.0000000000, propagate_forward_time: 9.3523426056, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5163240433
validation[          , genome  6894] predictions:    9735/  10000 (97.35%), best:    9755/10000 (97.55%), error:       831.98798, best error:       795.58197 on epoch:    50, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 126.0719528198s, input_fired_time: 1.2944090366, output_fired_time: 1.1096189022, propagate_forward_time: 47.6708297729, propagate_backward_time: 72.9152908325, weight_update_time: 0.1559893489, other_time: 3.0818023682
epoch time: 10.2881031036s, input_fired_time: 0.1771856993, output_fired_time: 0.0000000000, propagate_forward_time: 9.5670394897, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5438776016
validation[          , genome  6894] predictions:    9677/  10000 (96.77%), best:    9755/10000 (97.55%), error:       972.14606, best error:       795.58197 on epoch:    50, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 125.5295791626s, input_fired_time: 1.2849191427, output_fired_time: 1.1201868057, propagate_forward_time: 47.2914695740, propagate_backward_time: 72.7884063721, weight_update_time: 0.1544903219, other_time: 3.0446014404
epoch time: 10.1036777496s, input_fired_time: 0.1627146304, output_fired_time: 0.0000000000, propagate_forward_time: 9.4197053909, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5212574005
validation[          , genome  6894] predictions:    9705/  10000 (97.05%), best:    9755/10000 (97.55%), error:       904.76782, best error:       795.58197 on epoch:    50, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 126.8274765015s, input_fired_time: 1.2980484962, output_fired_time: 1.1303389072, propagate_forward_time: 47.8346748352, propagate_backward_time: 73.4317703247, weight_update_time: 0.1592253596, other_time: 3.1326370239
epoch time: 10.2695102692s, input_fired_time: 0.1682992876, output_fired_time: 0.0000000000, propagate_forward_time: 9.5510749817, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5501356125
validation[          , genome  6894] predictions:    9712/  10000 (97.12%), best:    9755/10000 (97.55%), error:       918.11115, best error:       795.58197 on epoch:    50, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 124.8509063721s, input_fired_time: 1.2744497061, output_fired_time: 1.1076127291, propagate_forward_time: 47.1451072693, propagate_backward_time: 72.3517532349, weight_update_time: 0.1526479125, other_time: 2.9719772339
epoch time: 10.6591129303s, input_fired_time: 0.1709618568, output_fired_time: 0.0000000000, propagate_forward_time: 9.9180908203, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5700607300
validation[          , genome  6894] predictions:    9730/  10000 (97.30%), best:    9755/10000 (97.55%), error:       849.66827, best error:       795.58197 on epoch:    50, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 126.1692352295s, input_fired_time: 1.2912508249, output_fired_time: 1.1041570902, propagate_forward_time: 47.7139053345, propagate_backward_time: 72.9849243164, weight_update_time: 0.1642520279, other_time: 3.0749969482
epoch time: 10.1198606491s, input_fired_time: 0.1627528369, output_fired_time: 0.0000000000, propagate_forward_time: 9.4401731491, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5169343948
validation[          , genome  6894] predictions:    9716/  10000 (97.16%), best:    9755/10000 (97.55%), error:       865.02283, best error:       795.58197 on epoch:    50, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 126.0771484375s, input_fired_time: 1.2859922647, output_fired_time: 1.1095005274, propagate_forward_time: 47.8218612671, propagate_backward_time: 72.8356704712, weight_update_time: 0.1638372391, other_time: 3.0241241455
epoch time: 10.3368501663s, input_fired_time: 0.1702614427, output_fired_time: 0.0000000000, propagate_forward_time: 9.6121721268, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5544166565
validation[          , genome  6894] predictions:    9724/  10000 (97.24%), best:    9755/10000 (97.55%), error:       891.66974, best error:       795.58197 on epoch:    50, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 126.6298675537s, input_fired_time: 1.3176455498, output_fired_time: 1.1120260954, propagate_forward_time: 47.7950325012, propagate_backward_time: 73.3176803589, weight_update_time: 0.1601264775, other_time: 3.0874862671
epoch time: 10.5148439407s, input_fired_time: 0.1705965996, output_fired_time: 0.0000000000, propagate_forward_time: 9.7687673569, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5754804611
validation[          , genome  6894] predictions:    9722/  10000 (97.22%), best:    9755/10000 (97.55%), error:       851.20996, best error:       795.58197 on epoch:    50, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 127.0791931152s, input_fired_time: 1.3215054274, output_fired_time: 1.1245297194, propagate_forward_time: 48.0532722473, propagate_backward_time: 73.4197387695, weight_update_time: 0.1553634852, other_time: 3.1601562500
epoch time: 10.0938463211s, input_fired_time: 0.1640677899, output_fired_time: 0.0000000000, propagate_forward_time: 9.4070491791, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5227289200
validation[          , genome  6894] predictions:    9733/  10000 (97.33%), best:    9755/10000 (97.55%), error:       843.48523, best error:       795.58197 on epoch:    50, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 125.4545593262s, input_fired_time: 1.2980701923, output_fired_time: 1.1048678160, propagate_forward_time: 47.4101829529, propagate_backward_time: 72.5408554077, weight_update_time: 0.1559562832, other_time: 3.1005783081
epoch time: 10.3208141327s, input_fired_time: 0.1691533327, output_fired_time: 0.0000000000, propagate_forward_time: 9.5990266800, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5526342392
validation[          , genome  6894] predictions:    9654/  10000 (96.54%), best:    9755/10000 (97.55%), error:      1086.51233, best error:       795.58197 on epoch:    50, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 126.7430801392s, input_fired_time: 1.3078913689, output_fired_time: 1.1112294197, propagate_forward_time: 47.8427734375, propagate_backward_time: 73.3191452026, weight_update_time: 0.1603722572, other_time: 3.1620407104
epoch time: 10.0825233459s, input_fired_time: 0.1642455161, output_fired_time: 0.0000000000, propagate_forward_time: 9.3995723724, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5187053680
validation[          , genome  6894] predictions:    9723/  10000 (97.23%), best:    9755/10000 (97.55%), error:       842.13306, best error:       795.58197 on epoch:    50, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 126.2342376709s, input_fired_time: 1.2987396717, output_fired_time: 1.1127223969, propagate_forward_time: 47.6335182190, propagate_backward_time: 73.0892639160, weight_update_time: 0.1611380875, other_time: 3.0999908447
epoch time: 10.5418024063s, input_fired_time: 0.1777129918, output_fired_time: 0.0000000000, propagate_forward_time: 9.7905416489, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5735473633
validation[          , genome  6894] predictions:    9743/  10000 (97.43%), best:    9755/10000 (97.55%), error:       822.32690, best error:       795.58197 on epoch:    50, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 128.0158386230s, input_fired_time: 1.3163394928, output_fired_time: 1.1476857662, propagate_forward_time: 48.5220870972, propagate_backward_time: 73.9385299683, weight_update_time: 0.1603915393, other_time: 3.0912017822
epoch time: 10.1536693573s, input_fired_time: 0.1664856076, output_fired_time: 0.0000000000, propagate_forward_time: 9.4632978439, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5238857269
validation[          , genome  6894] predictions:    9712/  10000 (97.12%), best:    9755/10000 (97.55%), error:       854.15369, best error:       795.58197 on epoch:    50, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 126.2469787598s, input_fired_time: 1.3364136219, output_fired_time: 1.1121162176, propagate_forward_time: 47.5806694031, propagate_backward_time: 73.0713806152, weight_update_time: 0.1579116136, other_time: 3.1464080811
epoch time: 10.1963863373s, input_fired_time: 0.1637140214, output_fired_time: 0.0000000000, propagate_forward_time: 9.5086145401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5240573883
validation[          , genome  6894] predictions:    9702/  10000 (97.02%), best:    9755/10000 (97.55%), error:       954.00348, best error:       795.58197 on epoch:    50, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 125.8908233643s, input_fired_time: 1.2868200541, output_fired_time: 1.1030646563, propagate_forward_time: 47.5681571960, propagate_backward_time: 72.8442840576, weight_update_time: 0.1548271030, other_time: 3.0885009766
epoch time: 10.2824249268s, input_fired_time: 0.1759409010, output_fired_time: 0.0000000000, propagate_forward_time: 9.5653886795, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5410957336
validation[          , genome  6894] predictions:    9734/  10000 (97.34%), best:    9755/10000 (97.55%), error:       849.88666, best error:       795.58197 on epoch:    50, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 125.9177093506s, input_fired_time: 1.3033972979, output_fired_time: 1.1333532333, propagate_forward_time: 47.5174102783, propagate_backward_time: 72.8615188599, weight_update_time: 0.1590581834, other_time: 3.1020278931
epoch time: 10.0589256287s, input_fired_time: 0.1639040709, output_fired_time: 0.0000000000, propagate_forward_time: 9.3749141693, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5201072693
validation[          , genome  6894] predictions:    9718/  10000 (97.18%), best:    9755/10000 (97.55%), error:       891.56671, best error:       795.58197 on epoch:    50, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 125.2742767334s, input_fired_time: 1.2686614990, output_fired_time: 1.1169223785, propagate_forward_time: 47.2530441284, propagate_backward_time: 72.6612625122, weight_update_time: 0.1526279747, other_time: 2.9743881226
epoch time: 10.1025428772s, input_fired_time: 0.1641322225, output_fired_time: 0.0000000000, propagate_forward_time: 9.4228820801, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5155286789
validation[          , genome  6894] predictions:    9650/  10000 (96.50%), best:    9755/10000 (97.55%), error:      1122.86987, best error:       795.58197 on epoch:    50, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 126.9015579224s, input_fired_time: 1.2977596521, output_fired_time: 1.1272475719, propagate_forward_time: 47.9482192993, propagate_backward_time: 73.4810409546, weight_update_time: 0.1641581804, other_time: 3.0472869873
epoch time: 10.1597204208s, input_fired_time: 0.1657721847, output_fired_time: 0.0000000000, propagate_forward_time: 9.4740667343, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5198812485
validation[          , genome  6894] predictions:    9724/  10000 (97.24%), best:    9755/10000 (97.55%), error:       845.23541, best error:       795.58197 on epoch:    50, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 125.1267166138s, input_fired_time: 1.2917778492, output_fired_time: 1.0953490734, propagate_forward_time: 47.2706527710, propagate_backward_time: 72.4758071899, weight_update_time: 0.1597334743, other_time: 2.9931259155
epoch time: 10.3556947708s, input_fired_time: 0.1776854694, output_fired_time: 0.0000000000, propagate_forward_time: 9.6349067688, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5431022644
validation[          , genome  6894] predictions:    9693/  10000 (96.93%), best:    9755/10000 (97.55%), error:       965.88544, best error:       795.58197 on epoch:    50, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 125.2301177979s, input_fired_time: 1.2752621174, output_fired_time: 1.1132029295, propagate_forward_time: 47.2779502869, propagate_backward_time: 72.6276931763, weight_update_time: 0.1553636044, other_time: 2.9360122681
epoch time: 10.1075830460s, input_fired_time: 0.1686369181, output_fired_time: 0.0000000000, propagate_forward_time: 9.4067735672, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5321722031
validation[          , genome  6894] predictions:    9740/  10000 (97.40%), best:    9755/10000 (97.55%), error:       797.73785, best error:       795.58197 on epoch:    50, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 126.7716979980s, input_fired_time: 1.3134058714, output_fired_time: 1.1189796925, propagate_forward_time: 48.0267295837, propagate_backward_time: 73.2207870483, weight_update_time: 0.1543266922, other_time: 3.0917892456
epoch time: 10.1737222672s, input_fired_time: 0.1648208052, output_fired_time: 0.0000000000, propagate_forward_time: 9.4850931168, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5238084793
validation[          , genome  6894] predictions:    9733/  10000 (97.33%), best:    9755/10000 (97.55%), error:       823.32025, best error:       795.58197 on epoch:    50, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 125.9227828979s, input_fired_time: 1.2866295576, output_fired_time: 1.1052594185, propagate_forward_time: 47.5616950989, propagate_backward_time: 72.9053115845, weight_update_time: 0.1594270766, other_time: 3.0638809204
epoch time: 10.1494503021s, input_fired_time: 0.1666131318, output_fired_time: 0.0000000000, propagate_forward_time: 9.4537296295, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5291070938
validation[          , genome  6894] predictions:    9657/  10000 (96.57%), best:    9755/10000 (97.55%), error:      1030.13611, best error:       795.58197 on epoch:    50, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 125.4140548706s, input_fired_time: 1.2816089392, output_fired_time: 1.1181763411, propagate_forward_time: 47.3602638245, propagate_backward_time: 72.6862869263, weight_update_time: 0.1538081318, other_time: 2.9677200317
epoch time: 10.2835330963s, input_fired_time: 0.1711884290, output_fired_time: 0.0000000000, propagate_forward_time: 9.5622091293, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5501356125
validation[          , genome  6894] predictions:    9747/  10000 (97.47%), best:    9755/10000 (97.55%), error:       795.60413, best error:       795.58197 on epoch:    50, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 126.0106430054s, input_fired_time: 1.2943904400, output_fired_time: 1.1069947481, propagate_forward_time: 47.5297203064, propagate_backward_time: 73.0330886841, weight_update_time: 0.1541330367, other_time: 3.0464553833
epoch time: 10.1445789337s, input_fired_time: 0.1657222956, output_fired_time: 0.0000000000, propagate_forward_time: 9.4576253891, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5212316513
validation[          , genome  6894] predictions:    9656/  10000 (96.56%), best:    9755/10000 (97.55%), error:      1049.78882, best error:       795.58197 on epoch:    50, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 125.8752822876s, input_fired_time: 1.3066838980, output_fired_time: 1.1151221991, propagate_forward_time: 47.4909477234, propagate_backward_time: 72.8826293945, weight_update_time: 0.1566727906, other_time: 3.0798950195
epoch time: 10.0801734924s, input_fired_time: 0.1653027087, output_fired_time: 0.0000000000, propagate_forward_time: 9.3981351852, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5167360306
validation[          , genome  6894] predictions:    9733/  10000 (97.33%), best:    9755/10000 (97.55%), error:       864.76599, best error:       795.58197 on epoch:    50, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 128.5232696533s, input_fired_time: 1.3613889217, output_fired_time: 1.1381630898, propagate_forward_time: 48.4751968384, propagate_backward_time: 74.2959747314, weight_update_time: 0.1604811102, other_time: 3.2525482178
epoch time: 10.2632484436s, input_fired_time: 0.1696320474, output_fired_time: 0.0000000000, propagate_forward_time: 9.5485467911, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5450696945
validation[          , genome  6894] predictions:    9725/  10000 (97.25%), best:    9755/10000 (97.55%), error:       835.05182, best error:       795.58197 on epoch:    50, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 126.7922058105s, input_fired_time: 1.3229448795, output_fired_time: 1.1247494221, propagate_forward_time: 47.9065513611, propagate_backward_time: 73.3200531006, weight_update_time: 0.1562782675, other_time: 3.1179046631
epoch time: 10.1070337296s, input_fired_time: 0.1648433954, output_fired_time: 0.0000000000, propagate_forward_time: 9.4227399826, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5194501877
validation[          , genome  6894] predictions:    9733/  10000 (97.33%), best:    9755/10000 (97.55%), error:       833.20361, best error:       795.58197 on epoch:    50, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 125.0383377075s, input_fired_time: 1.3034107685, output_fired_time: 1.1097577810, propagate_forward_time: 47.1745491028, propagate_backward_time: 72.3824005127, weight_update_time: 0.1638579667, other_time: 3.0682220459
epoch time: 10.2233953476s, input_fired_time: 0.1729484200, output_fired_time: 0.0000000000, propagate_forward_time: 9.5154829025, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5349636078
validation[          , genome  6894] predictions:    9727/  10000 (97.27%), best:    9755/10000 (97.55%), error:       831.51581, best error:       795.58197 on epoch:    50, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 125.2630996704s, input_fired_time: 1.2841949463, output_fired_time: 1.1080902815, propagate_forward_time: 47.4669914246, propagate_backward_time: 72.4445190430, weight_update_time: 0.1524976343, other_time: 2.9593048096
epoch time: 10.0846538544s, input_fired_time: 0.1649371982, output_fired_time: 0.0000000000, propagate_forward_time: 9.4021902084, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5175266266
validation[          , genome  6894] predictions:    9728/  10000 (97.28%), best:    9755/10000 (97.55%), error:       811.73163, best error:       795.58197 on epoch:    50, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 124.8694915771s, input_fired_time: 1.2746473551, output_fired_time: 1.0969779491, propagate_forward_time: 47.2010383606, propagate_backward_time: 72.3086242676, weight_update_time: 0.1597291678, other_time: 2.9882049561
epoch time: 10.4933462143s, input_fired_time: 0.1765083075, output_fired_time: 0.0000000000, propagate_forward_time: 9.7446012497, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5722370148
validation[          , genome  6894] predictions:    9740/  10000 (97.40%), best:    9755/10000 (97.55%), error:       830.44128, best error:       795.58197 on epoch:    50, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 125.7687911987s, input_fired_time: 1.3207950592, output_fired_time: 1.1161922216, propagate_forward_time: 47.4822120667, propagate_backward_time: 72.7680969238, weight_update_time: 0.1541519463, other_time: 3.0814971924
epoch time: 10.0719499588s, input_fired_time: 0.1698294133, output_fired_time: 0.0000000000, propagate_forward_time: 9.3679361343, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5341844559
validation[          , genome  6894] predictions:    9750/  10000 (97.50%), best:    9755/10000 (97.55%), error:       814.18579, best error:       795.58197 on epoch:    50, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 126.8877563477s, input_fired_time: 1.3264971972, output_fired_time: 1.1254040003, propagate_forward_time: 47.8581428528, propagate_backward_time: 73.4296188354, weight_update_time: 0.1558990628, other_time: 3.1480941772
epoch time: 10.0458126068s, input_fired_time: 0.1652151048, output_fired_time: 0.0000000000, propagate_forward_time: 9.3606996536, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5198974609
validation[          , genome  6894] predictions:    9742/  10000 (97.42%), best:    9755/10000 (97.55%), error:       811.08398, best error:       795.58197 on epoch:    50, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 125.0880966187s, input_fired_time: 1.3071902990, output_fired_time: 1.0896075964, propagate_forward_time: 47.2898902893, propagate_backward_time: 72.3595123291, weight_update_time: 0.1635591388, other_time: 3.0419006348
epoch time: 10.1924505234s, input_fired_time: 0.1697184891, output_fired_time: 0.0000000000, propagate_forward_time: 9.4876747131, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5350570679
validation[          , genome  6894] predictions:    9732/  10000 (97.32%), best:    9755/10000 (97.55%), error:       840.16864, best error:       795.58197 on epoch:    50, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 124.8509826660s, input_fired_time: 1.2827272415, output_fired_time: 1.1007934809, propagate_forward_time: 47.1781463623, propagate_backward_time: 72.3467712402, weight_update_time: 0.1546814144, other_time: 2.9425430298
epoch time: 10.5646562576s, input_fired_time: 0.1814320087, output_fired_time: 0.0000000000, propagate_forward_time: 9.7934246063, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5897998810
validation[          , genome  6894] predictions:    9714/  10000 (97.14%), best:    9755/10000 (97.55%), error:       936.73358, best error:       795.58197 on epoch:    50, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 126.8316955566s, input_fired_time: 1.3249408007, output_fired_time: 1.1114872694, propagate_forward_time: 47.8434906006, propagate_backward_time: 73.4966354370, weight_update_time: 0.1616330743, other_time: 3.0551376343
epoch time: 10.1780633926s, input_fired_time: 0.1742138416, output_fired_time: 0.0000000000, propagate_forward_time: 9.4454603195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5583896637
validation[          , genome  6894] predictions:    9720/  10000 (97.20%), best:    9755/10000 (97.55%), error:       850.13464, best error:       795.58197 on epoch:    50, 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: 50.7444953918s, input_fired_time: 0.8177070618, output_fired_time: 0.0000000000, propagate_forward_time: 47.1774826050, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7493057251
best training[          , genome  6894] predictions:   49386/  50000 (98.77%), best:    9755/10000 (97.55%), error:      2223.85205, best error:       795.58197 on epoch:    50, 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: 10.1470031738s, input_fired_time: 0.1593209803, output_fired_time: 0.0000000000, propagate_forward_time: 9.4442539215, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5434284210
   testing[          , genome  6894] predictions:    9742/  10000 (97.42%), best:    9755/10000 (97.55%), error:       817.69049, best error:       795.58197 on epoch:    50, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
21:19:52 (3384): called boinc_finish(0)

</stderr_txt>
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