Nameexact_genome_1512568488_43_5222_1
Workunit2597368
Created7 Dec 2017, 13:44:39 UTC
Sent7 Dec 2017, 13:51:34 UTC
Report deadline14 Dec 2017, 6:49:25 UTC
Received8 Dec 2017, 17:05:40 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57927
Run time3 hours 21 min 40 sec
CPU time3 hours 21 min 7 sec
Validate stateValid
Credit1,676.71
Device peak FLOPS3.39 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size149.82 MB
Peak swap size151.26 MB
Peak disk usage1.05 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
66710

epoch time: 108.8972778320s, input_fired_time: 0.7189754248, output_fired_time: 0.5836077929, propagate_forward_time: 42.9684982300, propagate_backward_time: 62.6509666443, weight_update_time: 0.1252925843, other_time: 1.9752235413
epoch time: 9.0182056427s, input_fired_time: 0.0802300349, output_fired_time: 0.0000000000, propagate_forward_time: 8.5826129913, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3553628922
validation[          , genome  5222] predictions:    9656/  10000 (96.56%), best:    9658/10000 (96.58%), error:      1197.92053, best error:      1162.49048 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 108.8562011719s, input_fired_time: 0.7202458382, output_fired_time: 0.5843612552, propagate_forward_time: 42.9397773743, propagate_backward_time: 62.6444740295, weight_update_time: 0.1250270307, other_time: 1.9673423767
epoch time: 9.3773097992s, input_fired_time: 0.0815451071, output_fired_time: 0.0000000000, propagate_forward_time: 8.9278316498, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3679332733
validation[          , genome  5222] predictions:    9644/  10000 (96.44%), best:    9658/10000 (96.58%), error:      1200.32422, best error:      1162.49048 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 109.6145324707s, input_fired_time: 0.7238748074, output_fired_time: 0.5918474197, propagate_forward_time: 43.1347618103, propagate_backward_time: 63.1717414856, weight_update_time: 0.1260399669, other_time: 1.9923057556
epoch time: 9.2208080292s, input_fired_time: 0.0816042274, output_fired_time: 0.0000000000, propagate_forward_time: 8.7292919159, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4099121094
validation[          , genome  5222] predictions:    9658/  10000 (96.58%), best:    9658/10000 (96.58%), error:      1212.30139, best error:      1162.49048 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 111.3752365112s, input_fired_time: 0.7379159331, output_fired_time: 0.6161635518, propagate_forward_time: 43.6147613525, propagate_backward_time: 64.3134689331, weight_update_time: 0.1307799965, other_time: 2.0929260254
epoch time: 9.1610059738s, input_fired_time: 0.0809866786, output_fired_time: 0.0000000000, propagate_forward_time: 8.7250671387, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3549518585
validation[          , genome  5222] predictions:    9638/  10000 (96.38%), best:    9658/10000 (96.58%), error:      1203.99609, best error:      1162.49048 on epoch:    13, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 110.4375534058s, input_fired_time: 0.7292793989, output_fired_time: 0.5874180198, propagate_forward_time: 43.6637687683, propagate_backward_time: 63.4861412048, weight_update_time: 0.1263521463, other_time: 1.9709510803
epoch time: 9.1533994675s, input_fired_time: 0.0814436004, output_fired_time: 0.0000000000, propagate_forward_time: 8.7176170349, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3543386459
validation[          , genome  5222] predictions:    9643/  10000 (96.43%), best:    9658/10000 (96.58%), error:      1197.43774, best error:      1162.49048 on epoch:    13, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 110.1414184570s, input_fired_time: 0.7321335673, output_fired_time: 0.5887609720, propagate_forward_time: 43.5161056519, propagate_backward_time: 63.3271598816, weight_update_time: 0.1267511696, other_time: 1.9772605896
epoch time: 9.1213951111s, input_fired_time: 0.0811591074, output_fired_time: 0.0000000000, propagate_forward_time: 8.6860713959, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3541650772
validation[          , genome  5222] predictions:    9634/  10000 (96.34%), best:    9658/10000 (96.58%), error:      1227.98206, best error:      1162.49048 on epoch:    13, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 109.9955825806s, input_fired_time: 0.7266896963, output_fired_time: 0.5859688520, propagate_forward_time: 43.3410644531, propagate_backward_time: 63.3696784973, weight_update_time: 0.1260734499, other_time: 1.9721794128
epoch time: 9.0205993652s, input_fired_time: 0.0815478191, output_fired_time: 0.0000000000, propagate_forward_time: 8.5826244354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3564271927
validation[          , genome  5222] predictions:    9639/  10000 (96.39%), best:    9658/10000 (96.58%), error:      1260.46497, best error:      1162.49048 on epoch:    13, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 108.9007339478s, input_fired_time: 0.7223973274, output_fired_time: 0.5832112432, propagate_forward_time: 42.9520645142, propagate_backward_time: 62.6704826355, weight_update_time: 0.1252204925, other_time: 1.9725761414
epoch time: 9.0259904861s, input_fired_time: 0.0808605105, output_fired_time: 0.0000000000, propagate_forward_time: 8.5890941620, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3560361862
validation[          , genome  5222] predictions:    9640/  10000 (96.40%), best:    9658/10000 (96.58%), error:      1193.34448, best error:      1162.49048 on epoch:    13, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 110.3611373901s, input_fired_time: 0.7293904424, output_fired_time: 0.5885770321, propagate_forward_time: 43.5897178650, propagate_backward_time: 63.4603958130, weight_update_time: 0.1258547157, other_time: 1.9930496216
epoch time: 9.1153793335s, input_fired_time: 0.0816874206, output_fired_time: 0.0000000000, propagate_forward_time: 8.6780328751, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3556594849
validation[          , genome  5222] predictions:    9618/  10000 (96.18%), best:    9658/10000 (96.58%), error:      1246.60583, best error:      1162.49048 on epoch:    13, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 114.2053222656s, input_fired_time: 0.7613093257, output_fired_time: 0.6548833847, propagate_forward_time: 44.1669692993, propagate_backward_time: 66.3792877197, weight_update_time: 0.1358910054, other_time: 2.2428741455
epoch time: 9.3304500580s, input_fired_time: 0.0833411515, output_fired_time: 0.0000000000, propagate_forward_time: 8.8382463455, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4088621140
validation[          , genome  5222] predictions:    9651/  10000 (96.51%), best:    9658/10000 (96.58%), error:      1216.34949, best error:      1162.49048 on epoch:    13, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 111.7629776001s, input_fired_time: 0.7450214028, output_fired_time: 0.6183090806, propagate_forward_time: 43.7278442383, propagate_backward_time: 64.5712661743, weight_update_time: 0.1312846541, other_time: 2.1005401611
epoch time: 9.1186580658s, input_fired_time: 0.0822050646, output_fired_time: 0.0000000000, propagate_forward_time: 8.6798543930, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3565988541
validation[          , genome  5222] predictions:    9684/  10000 (96.84%), best:    9684/10000 (96.84%), error:      1073.42236, best error:      1073.42236 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 109.6490402222s, input_fired_time: 0.7251374125, output_fired_time: 0.5893768668, propagate_forward_time: 43.2464370728, propagate_backward_time: 63.1178588867, weight_update_time: 0.1253446788, other_time: 1.9702301025
epoch time: 9.0269384384s, input_fired_time: 0.0817217082, output_fired_time: 0.0000000000, propagate_forward_time: 8.5923099518, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3529071808
validation[          , genome  5222] predictions:    9679/  10000 (96.79%), best:    9684/10000 (96.84%), error:      1097.60486, best error:      1073.42236 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 109.2822113037s, input_fired_time: 0.7223052979, output_fired_time: 0.5807793736, propagate_forward_time: 43.1833190918, propagate_backward_time: 62.8364982605, weight_update_time: 0.1245116070, other_time: 1.9593086243
epoch time: 9.0619115829s, input_fired_time: 0.0808750167, output_fired_time: 0.0000000000, propagate_forward_time: 8.6254615784, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3555746078
validation[          , genome  5222] predictions:    9665/  10000 (96.65%), best:    9684/10000 (96.84%), error:      1149.59509, best error:      1073.42236 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 110.3414993286s, input_fired_time: 0.7265471220, output_fired_time: 0.5964742899, propagate_forward_time: 43.5880279541, propagate_backward_time: 63.4554786682, weight_update_time: 0.1251247227, other_time: 1.9749717712
epoch time: 9.0682058334s, input_fired_time: 0.0817225650, output_fired_time: 0.0000000000, propagate_forward_time: 8.6323528290, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3541307449
validation[          , genome  5222] predictions:    9642/  10000 (96.42%), best:    9684/10000 (96.84%), error:      1168.62195, best error:      1073.42236 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 110.2198333740s, input_fired_time: 0.7332046628, output_fired_time: 0.5956775546, propagate_forward_time: 43.5366325378, propagate_backward_time: 63.3819618225, weight_update_time: 0.1262930781, other_time: 1.9723472595
epoch time: 9.1411771774s, input_fired_time: 0.0823270679, output_fired_time: 0.0000000000, propagate_forward_time: 8.7043466568, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3545036316
validation[          , genome  5222] predictions:    9638/  10000 (96.38%), best:    9684/10000 (96.84%), error:      1174.92444, best error:      1073.42236 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 110.0698928833s, input_fired_time: 0.7321831584, output_fired_time: 0.5901342034, propagate_forward_time: 43.5186729431, propagate_backward_time: 63.2590713501, weight_update_time: 0.1262864619, other_time: 1.9698257446
epoch time: 9.0514984131s, input_fired_time: 0.0820881873, output_fired_time: 0.0000000000, propagate_forward_time: 8.6155023575, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3539075851
validation[          , genome  5222] predictions:    9676/  10000 (96.76%), best:    9676/10000 (96.76%), error:      1068.94958, best error:      1068.94958 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 109.1535110474s, input_fired_time: 0.7267738581, output_fired_time: 0.5850417018, propagate_forward_time: 43.0496711731, propagate_backward_time: 62.8234443665, weight_update_time: 0.1251933575, other_time: 1.9685783386
epoch time: 9.0951404572s, input_fired_time: 0.0831558779, output_fired_time: 0.0000000000, propagate_forward_time: 8.6509971619, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3609876633
validation[          , genome  5222] predictions:    9637/  10000 (96.37%), best:    9676/10000 (96.76%), error:      1140.32446, best error:      1068.94958 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 109.8445129395s, input_fired_time: 0.7321964502, output_fired_time: 0.5942375660, propagate_forward_time: 43.3027191162, propagate_backward_time: 63.1976547241, weight_update_time: 0.1276366115, other_time: 2.0177078247
epoch time: 9.1138429642s, input_fired_time: 0.0816458315, output_fired_time: 0.0000000000, propagate_forward_time: 8.6769485474, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3552484512
validation[          , genome  5222] predictions:    9700/  10000 (97.00%), best:    9676/10000 (96.76%), error:      1088.46582, best error:      1068.94958 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 109.6568374634s, input_fired_time: 0.7317398787, output_fired_time: 0.5815031528, propagate_forward_time: 43.0834770203, propagate_backward_time: 63.2932777405, weight_update_time: 0.1270712763, other_time: 1.9668388367
epoch time: 9.1075658798s, input_fired_time: 0.0819475576, output_fired_time: 0.0000000000, propagate_forward_time: 8.6706809998, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3549375534
validation[          , genome  5222] predictions:    9690/  10000 (96.90%), best:    9690/10000 (96.90%), error:      1023.72961, best error:      1023.72961 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 112.0225448608s, input_fired_time: 0.7476823330, output_fired_time: 0.6188118458, propagate_forward_time: 43.6358451843, propagate_backward_time: 64.9063034058, weight_update_time: 0.1317543536, other_time: 2.1138992310
epoch time: 9.3316087723s, input_fired_time: 0.0837164521, output_fired_time: 0.0000000000, propagate_forward_time: 8.8396282196, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4082641602
validation[          , genome  5222] predictions:    9641/  10000 (96.41%), best:    9690/10000 (96.90%), error:      1152.60315, best error:      1023.72961 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 111.4992446899s, input_fired_time: 0.7454738617, output_fired_time: 0.6097750664, propagate_forward_time: 43.7498092651, propagate_backward_time: 64.3347854614, weight_update_time: 0.1298055053, other_time: 2.0594024658
epoch time: 9.2407407761s, input_fired_time: 0.0825249702, output_fired_time: 0.0000000000, propagate_forward_time: 8.8032436371, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3549718857
validation[          , genome  5222] predictions:    9677/  10000 (96.77%), best:    9690/10000 (96.90%), error:      1071.36841, best error:      1023.72961 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 110.2461624146s, input_fired_time: 0.7354812026, output_fired_time: 0.5894789100, propagate_forward_time: 43.5700569153, propagate_backward_time: 63.3789672852, weight_update_time: 0.1267737895, other_time: 1.9721832275
epoch time: 9.3002195358s, input_fired_time: 0.0835716575, output_fired_time: 0.0000000000, propagate_forward_time: 8.8295297623, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3871183395
validation[          , genome  5222] predictions:    9652/  10000 (96.52%), best:    9690/10000 (96.90%), error:      1100.80310, best error:      1023.72961 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 112.4066009521s, input_fired_time: 0.7532255054, output_fired_time: 0.6269764304, propagate_forward_time: 43.8679313660, propagate_backward_time: 65.0317916870, weight_update_time: 0.1320303828, other_time: 2.1266708374
epoch time: 9.3366155624s, input_fired_time: 0.0846687481, output_fired_time: 0.0000000000, propagate_forward_time: 8.8420858383, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4098606110
validation[          , genome  5222] predictions:    9683/  10000 (96.83%), best:    9690/10000 (96.90%), error:      1059.97021, best error:      1023.72961 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 111.2456893921s, input_fired_time: 0.7441891432, output_fired_time: 0.6072586179, propagate_forward_time: 43.6262474060, propagate_backward_time: 64.2098464966, weight_update_time: 0.1298616976, other_time: 2.0581436157
epoch time: 9.1263933182s, input_fired_time: 0.0833282620, output_fired_time: 0.0000000000, propagate_forward_time: 8.6891260147, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3539390564
validation[          , genome  5222] predictions:    9647/  10000 (96.47%), best:    9690/10000 (96.90%), error:      1133.44812, best error:      1023.72961 on epoch:    32, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 109.8466949463s, input_fired_time: 0.7363023162, output_fired_time: 0.5885017514, propagate_forward_time: 43.3776817322, propagate_backward_time: 63.1777877808, weight_update_time: 0.1263036877, other_time: 1.9664230347
epoch time: 9.1131114960s, input_fired_time: 0.0827544257, output_fired_time: 0.0000000000, propagate_forward_time: 8.6735095978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3568477631
validation[          , genome  5222] predictions:    9677/  10000 (96.77%), best:    9690/10000 (96.90%), error:      1049.91321, best error:      1023.72961 on epoch:    32, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 110.7697067261s, input_fired_time: 0.7411794662, output_fired_time: 0.6004274487, propagate_forward_time: 43.5630378723, propagate_backward_time: 63.8362655640, weight_update_time: 0.1289655864, other_time: 2.0288009644
epoch time: 9.3368711472s, input_fired_time: 0.0837535188, output_fired_time: 0.0000000000, propagate_forward_time: 8.8435697556, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4095478058
validation[          , genome  5222] predictions:    9678/  10000 (96.78%), best:    9690/10000 (96.90%), error:      1056.72644, best error:      1023.72961 on epoch:    32, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 112.5932388306s, input_fired_time: 0.7607879043, output_fired_time: 0.6263685226, propagate_forward_time: 43.9059295654, propagate_backward_time: 65.1710739136, weight_update_time: 0.1321336478, other_time: 2.1290817261
epoch time: 9.1698131561s, input_fired_time: 0.0838302374, output_fired_time: 0.0000000000, propagate_forward_time: 8.7251071930, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3608760834
validation[          , genome  5222] predictions:    9647/  10000 (96.47%), best:    9690/10000 (96.90%), error:      1175.65454, best error:      1023.72961 on epoch:    32, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 109.8273010254s, input_fired_time: 0.7279238105, output_fired_time: 0.5836271644, propagate_forward_time: 43.7511596680, propagate_backward_time: 62.7913169861, weight_update_time: 0.1241638586, other_time: 1.9732780457
epoch time: 9.0528278351s, input_fired_time: 0.0830773339, output_fired_time: 0.0000000000, propagate_forward_time: 8.6170234680, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3527269363
validation[          , genome  5222] predictions:    9693/  10000 (96.93%), best:    9693/10000 (96.93%), error:      1007.98560, best error:      1007.98560 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 109.8553543091s, input_fired_time: 0.7300800681, output_fired_time: 0.5845188498, propagate_forward_time: 43.5917320251, propagate_backward_time: 62.9822006226, weight_update_time: 0.1239204779, other_time: 1.9668197632
epoch time: 9.0681524277s, input_fired_time: 0.0835923329, output_fired_time: 0.0000000000, propagate_forward_time: 8.6312847137, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3532752991
validation[          , genome  5222] predictions:    9712/  10000 (97.12%), best:    9712/10000 (97.12%), error:       991.14319, best error:       991.14319 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 109.4577026367s, input_fired_time: 0.7329297066, output_fired_time: 0.5854232907, propagate_forward_time: 43.2167739868, propagate_backward_time: 62.9525794983, weight_update_time: 0.1251755804, other_time: 1.9699897766
epoch time: 9.0715360641s, input_fired_time: 0.0832618773, output_fired_time: 0.0000000000, propagate_forward_time: 8.6332664490, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3550081253
validation[          , genome  5222] predictions:    9671/  10000 (96.71%), best:    9712/10000 (97.12%), error:      1084.82727, best error:       991.14319 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 109.4460906982s, input_fired_time: 0.7335453033, output_fired_time: 0.5841256380, propagate_forward_time: 43.2089118958, propagate_backward_time: 62.9503784180, weight_update_time: 0.1251415014, other_time: 1.9691314697
epoch time: 9.0700960159s, input_fired_time: 0.0829133689, output_fired_time: 0.0000000000, propagate_forward_time: 8.6319093704, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3552732468
validation[          , genome  5222] predictions:    9637/  10000 (96.37%), best:    9712/10000 (97.12%), error:      1206.63440, best error:       991.14319 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 109.4690170288s, input_fired_time: 0.7330241799, output_fired_time: 0.5849008560, propagate_forward_time: 43.1803588867, propagate_backward_time: 63.0040779114, weight_update_time: 0.1250410080, other_time: 1.9666557312
epoch time: 9.1390552521s, input_fired_time: 0.0834131613, output_fired_time: 0.0000000000, propagate_forward_time: 8.6994667053, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3561754227
validation[          , genome  5222] predictions:    9644/  10000 (96.44%), best:    9712/10000 (97.12%), error:      1112.48511, best error:       991.14319 on epoch:    42, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 109.5379409790s, input_fired_time: 0.7357711196, output_fired_time: 0.5948396921, propagate_forward_time: 43.2167015076, propagate_backward_time: 63.0099487305, weight_update_time: 0.1263382435, other_time: 1.9806823730
epoch time: 9.0294561386s, input_fired_time: 0.0826002806, output_fired_time: 0.0000000000, propagate_forward_time: 8.5919694901, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3548860550
validation[          , genome  5222] predictions:    9683/  10000 (96.83%), best:    9712/10000 (97.12%), error:      1052.63440, best error:       991.14319 on epoch:    42, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 112.2524261475s, input_fired_time: 0.7576739788, output_fired_time: 0.6267588139, propagate_forward_time: 43.7178230286, propagate_backward_time: 65.0107345581, weight_update_time: 0.1333685368, other_time: 2.1394271851
epoch time: 9.4567489624s, input_fired_time: 0.1033164933, output_fired_time: 0.0000000000, propagate_forward_time: 8.9957990646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3576335907
validation[          , genome  5222] predictions:    9670/  10000 (96.70%), best:    9712/10000 (97.12%), error:      1101.07483, best error:       991.14319 on epoch:    42, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 110.0527801514s, input_fired_time: 0.7354631424, output_fired_time: 0.5969320536, propagate_forward_time: 43.3557319641, propagate_backward_time: 63.3810157776, weight_update_time: 0.1313778311, other_time: 1.9836387634
epoch time: 9.1647958755s, input_fired_time: 0.0836652592, output_fired_time: 0.0000000000, propagate_forward_time: 8.7188501358, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3622808456
validation[          , genome  5222] predictions:    9704/  10000 (97.04%), best:    9712/10000 (97.12%), error:      1058.17090, best error:       991.14319 on epoch:    42, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 110.2663421631s, input_fired_time: 0.7400090098, output_fired_time: 0.5875179172, propagate_forward_time: 43.6116561890, propagate_backward_time: 63.3521423340, weight_update_time: 0.1267276406, other_time: 1.9750213623
epoch time: 9.0989665985s, input_fired_time: 0.0838023648, output_fired_time: 0.0000000000, propagate_forward_time: 8.6607017517, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3544626236
validation[          , genome  5222] predictions:    9650/  10000 (96.50%), best:    9712/10000 (97.12%), error:      1122.56006, best error:       991.14319 on epoch:    42, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 109.8381195068s, input_fired_time: 0.7353494763, output_fired_time: 0.5857529044, propagate_forward_time: 43.3328437805, propagate_backward_time: 63.2173309326, weight_update_time: 0.1254099011, other_time: 1.9668426514
epoch time: 9.4401941299s, input_fired_time: 0.0845850185, output_fired_time: 0.0000000000, propagate_forward_time: 8.9845895767, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3710193634
validation[          , genome  5222] predictions:    9673/  10000 (96.73%), best:    9712/10000 (97.12%), error:      1091.11792, best error:       991.14319 on epoch:    42, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 111.0530929565s, input_fired_time: 0.7516436577, output_fired_time: 0.6122947335, propagate_forward_time: 43.4710159302, propagate_backward_time: 64.1554183960, weight_update_time: 0.1289471239, other_time: 2.0627212524
epoch time: 9.3030776978s, input_fired_time: 0.0850938559, output_fired_time: 0.0000000000, propagate_forward_time: 8.8180065155, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3999776840
validation[          , genome  5222] predictions:    9674/  10000 (96.74%), best:    9712/10000 (97.12%), error:      1091.11804, best error:       991.14319 on epoch:    42, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 110.4717864990s, input_fired_time: 0.7428631186, output_fired_time: 0.5887124538, propagate_forward_time: 43.6414871216, propagate_backward_time: 63.5274581909, weight_update_time: 0.1267851144, other_time: 1.9712600708
epoch time: 9.2210025787s, input_fired_time: 0.0841251463, output_fired_time: 0.0000000000, propagate_forward_time: 8.7644577026, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3724193573
validation[          , genome  5222] predictions:    9675/  10000 (96.75%), best:    9712/10000 (97.12%), error:      1068.26807, best error:       991.14319 on epoch:    42, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 111.8782653809s, input_fired_time: 0.7567152977, output_fired_time: 0.6151533127, propagate_forward_time: 43.7686996460, propagate_backward_time: 64.6164245605, weight_update_time: 0.1301603615, other_time: 2.1212768555
epoch time: 9.1636638641s, input_fired_time: 0.0832964480, output_fired_time: 0.0000000000, propagate_forward_time: 8.7256135941, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3547534943
validation[          , genome  5222] predictions:    9679/  10000 (96.79%), best:    9712/10000 (97.12%), error:      1038.08398, best error:       991.14319 on epoch:    42, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 109.1410903931s, input_fired_time: 0.7337458134, output_fired_time: 0.5869539380, propagate_forward_time: 42.9818382263, propagate_backward_time: 62.8496284485, weight_update_time: 0.1251335442, other_time: 1.9889183044
epoch time: 9.0420084000s, input_fired_time: 0.0838093013, output_fired_time: 0.0000000000, propagate_forward_time: 8.6042280197, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3539714813
validation[          , genome  5222] predictions:    9703/  10000 (97.03%), best:    9712/10000 (97.12%), error:       999.45618, best error:       991.14319 on epoch:    42, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 110.0709457397s, input_fired_time: 0.7400014997, output_fired_time: 0.6006433368, propagate_forward_time: 43.1921958923, propagate_backward_time: 63.4867439270, weight_update_time: 0.1280203611, other_time: 2.0513572693
epoch time: 8.9948673248s, input_fired_time: 0.0834763646, output_fired_time: 0.0000000000, propagate_forward_time: 8.5586109161, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3527803421
validation[          , genome  5222] predictions:    9703/  10000 (97.03%), best:    9712/10000 (97.12%), error:      1007.78503, best error:       991.14319 on epoch:    42, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 109.3713302612s, input_fired_time: 0.7366672158, output_fired_time: 0.5951389074, propagate_forward_time: 43.1249389648, propagate_backward_time: 62.9394569397, weight_update_time: 0.1251190007, other_time: 1.9751319885
epoch time: 9.0236635208s, input_fired_time: 0.0837269276, output_fired_time: 0.0000000000, propagate_forward_time: 8.5842161179, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3557205200
validation[          , genome  5222] predictions:    9705/  10000 (97.05%), best:    9705/10000 (97.05%), error:       973.16968, best error:       973.16968 on epoch:    56, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 108.8662033081s, input_fired_time: 0.7349302173, output_fired_time: 0.5880822539, propagate_forward_time: 42.9168548584, propagate_backward_time: 62.6616935730, weight_update_time: 0.1245924681, other_time: 1.9646415710
epoch time: 9.0392475128s, input_fired_time: 0.0835841224, output_fired_time: 0.0000000000, propagate_forward_time: 8.5978631973, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3578004837
validation[          , genome  5222] predictions:    9703/  10000 (97.03%), best:    9705/10000 (97.05%), error:      1015.00122, best error:       973.16968 on epoch:    56, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 109.4751586914s, input_fired_time: 0.7367714047, output_fired_time: 0.5860636830, propagate_forward_time: 43.2251434326, propagate_backward_time: 62.9599266052, weight_update_time: 0.1250490844, other_time: 1.9672508240
epoch time: 9.1145353317s, input_fired_time: 0.0849887207, output_fired_time: 0.0000000000, propagate_forward_time: 8.6720142365, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3575325012
validation[          , genome  5222] predictions:    9683/  10000 (96.83%), best:    9705/10000 (97.05%), error:      1024.88794, best error:       973.16968 on epoch:    56, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 110.6894912720s, input_fired_time: 0.7550868988, output_fired_time: 0.6159132719, propagate_forward_time: 43.2915496826, propagate_backward_time: 63.9382667542, weight_update_time: 0.1293084174, other_time: 2.0886726379
epoch time: 9.2573146820s, input_fired_time: 0.0939986929, output_fired_time: 0.0000000000, propagate_forward_time: 8.7702751160, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3930406570
validation[          , genome  5222] predictions:    9700/  10000 (97.00%), best:    9705/10000 (97.05%), error:      1069.65137, best error:       973.16968 on epoch:    56, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 110.7134704590s, input_fired_time: 0.7524557114, output_fired_time: 0.6063643098, propagate_forward_time: 43.5576210022, propagate_backward_time: 63.7754020691, weight_update_time: 0.1269677728, other_time: 2.0216255188
epoch time: 9.0273857117s, input_fired_time: 0.0845444351, output_fired_time: 0.0000000000, propagate_forward_time: 8.5870952606, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3557462692
validation[          , genome  5222] predictions:    9700/  10000 (97.00%), best:    9705/10000 (97.05%), error:      1019.61981, best error:       973.16968 on epoch:    56, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 109.0510940552s, input_fired_time: 0.7360072136, output_fired_time: 0.5883128643, propagate_forward_time: 42.9562072754, propagate_backward_time: 62.7977333069, weight_update_time: 0.1255095601, other_time: 1.9728355408
epoch time: 9.1305341721s, input_fired_time: 0.0840229616, output_fired_time: 0.0000000000, propagate_forward_time: 8.6876688004, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3588428497
validation[          , genome  5222] predictions:    9682/  10000 (96.82%), best:    9705/10000 (97.05%), error:      1037.57947, best error:       973.16968 on epoch:    56, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 112.1214065552s, input_fired_time: 0.7568961382, output_fired_time: 0.6125269532, propagate_forward_time: 43.9259872437, propagate_backward_time: 64.7398910522, weight_update_time: 0.1309983283, other_time: 2.0861053467
epoch time: 9.2846002579s, input_fired_time: 0.0850461796, output_fired_time: 0.0000000000, propagate_forward_time: 8.8039093018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3956451416
validation[          , genome  5222] predictions:    9687/  10000 (96.87%), best:    9705/10000 (97.05%), error:      1099.01660, best error:       973.16968 on epoch:    56, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 109.8923034668s, input_fired_time: 0.7405611873, output_fired_time: 0.5885469317, propagate_forward_time: 43.2486763000, propagate_backward_time: 63.3427772522, weight_update_time: 0.1267258227, other_time: 1.9717369080
epoch time: 9.1108055115s, input_fired_time: 0.0840182677, output_fired_time: 0.0000000000, propagate_forward_time: 8.6716318130, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3551549911
validation[          , genome  5222] predictions:    9713/  10000 (97.13%), best:    9705/10000 (97.05%), error:       980.17639, best error:       973.16968 on epoch:    56, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 110.0074462891s, input_fired_time: 0.7452953458, output_fired_time: 0.5903186202, propagate_forward_time: 43.3795356750, propagate_backward_time: 63.3165931702, weight_update_time: 0.1261112094, other_time: 1.9757041931
epoch time: 9.2385654449s, input_fired_time: 0.0856382623, output_fired_time: 0.0000000000, propagate_forward_time: 8.7503681183, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4025592804
validation[          , genome  5222] predictions:    9686/  10000 (96.86%), best:    9705/10000 (97.05%), error:      1076.21936, best error:       973.16968 on epoch:    56, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 112.0102310181s, input_fired_time: 0.7595550418, output_fired_time: 0.6356725693, propagate_forward_time: 43.5450973511, propagate_backward_time: 64.8949890137, weight_update_time: 0.1324078739, other_time: 2.1749191284
epoch time: 9.2183017731s, input_fired_time: 0.0849236846, output_fired_time: 0.0000000000, propagate_forward_time: 8.7228384018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4105396271
validation[          , genome  5222] predictions:    9692/  10000 (96.92%), best:    9705/10000 (97.05%), error:      1056.80725, best error:       973.16968 on epoch:    56, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 111.2419662476s, input_fired_time: 0.7625390291, output_fired_time: 0.5985137820, propagate_forward_time: 43.7389106750, propagate_backward_time: 64.0942306519, weight_update_time: 0.1282742172, other_time: 2.0477676392
epoch time: 9.0540008545s, input_fired_time: 0.0842336938, output_fired_time: 0.0000000000, propagate_forward_time: 8.6136703491, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3560972214
validation[          , genome  5222] predictions:    9671/  10000 (96.71%), best:    9705/10000 (97.05%), error:      1047.66858, best error:       973.16968 on epoch:    56, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 110.5863723755s, input_fired_time: 0.7428876162, output_fired_time: 0.5988991857, propagate_forward_time: 43.5872688293, propagate_backward_time: 63.6778297424, weight_update_time: 0.1313500702, other_time: 1.9794883728
epoch time: 9.0531635284s, input_fired_time: 0.0846272632, output_fired_time: 0.0000000000, propagate_forward_time: 8.6141576767, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3543787003
validation[          , genome  5222] predictions:    9691/  10000 (96.91%), best:    9705/10000 (97.05%), error:      1051.71521, best error:       973.16968 on epoch:    56, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 109.6994934082s, input_fired_time: 0.7407480478, output_fired_time: 0.5873010755, propagate_forward_time: 43.2693672180, propagate_backward_time: 63.1052665710, weight_update_time: 0.1252614558, other_time: 1.9968147278
epoch time: 9.0867757797s, input_fired_time: 0.0841114447, output_fired_time: 0.0000000000, propagate_forward_time: 8.6460742950, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3565902710
validation[          , genome  5222] predictions:    9703/  10000 (97.03%), best:    9705/10000 (97.05%), error:       999.74426, best error:       973.16968 on epoch:    56, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 108.9972839355s, input_fired_time: 0.7378754616, output_fired_time: 0.5877143741, propagate_forward_time: 42.9417419434, propagate_backward_time: 62.7696723938, weight_update_time: 0.1247455329, other_time: 1.9602775574
epoch time: 9.0711679459s, input_fired_time: 0.0844436437, output_fired_time: 0.0000000000, propagate_forward_time: 8.6315603256, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3551635742
validation[          , genome  5222] predictions:    9710/  10000 (97.10%), best:    9705/10000 (97.05%), error:       997.38062, best error:       973.16968 on epoch:    56, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 109.9484863281s, input_fired_time: 0.7591034770, output_fired_time: 0.5843697786, propagate_forward_time: 43.3672676086, propagate_backward_time: 63.2704315186, weight_update_time: 0.1254975200, other_time: 1.9673156738
epoch time: 9.2444572449s, input_fired_time: 0.0843472630, output_fired_time: 0.0000000000, propagate_forward_time: 8.7945537567, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3655557632
validation[          , genome  5222] predictions:    9669/  10000 (96.69%), best:    9705/10000 (97.05%), error:      1069.84155, best error:       973.16968 on epoch:    56, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 109.5837173462s, input_fired_time: 0.7398741245, output_fired_time: 0.5838588476, propagate_forward_time: 43.2412719727, propagate_backward_time: 63.0429458618, weight_update_time: 0.1252460033, other_time: 1.9757614136
epoch time: 9.0659618378s, input_fired_time: 0.0844969749, output_fired_time: 0.0000000000, propagate_forward_time: 8.6287679672, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3526964188
validation[          , genome  5222] predictions:    9669/  10000 (96.69%), best:    9705/10000 (97.05%), error:      1109.66101, best error:       973.16968 on epoch:    56, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 109.3160858154s, input_fired_time: 0.7434414029, output_fired_time: 0.5855982900, propagate_forward_time: 43.0993080139, propagate_backward_time: 62.8998413086, weight_update_time: 0.1252300292, other_time: 1.9878997803
epoch time: 9.0202035904s, input_fired_time: 0.0853786469, output_fired_time: 0.0000000000, propagate_forward_time: 8.5804014206, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3544235229
validation[          , genome  5222] predictions:    9689/  10000 (96.89%), best:    9705/10000 (97.05%), error:      1103.49060, best error:       973.16968 on epoch:    56, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 109.7186508179s, input_fired_time: 0.7486134768, output_fired_time: 0.6100831628, propagate_forward_time: 43.3282661438, propagate_backward_time: 63.0572967529, weight_update_time: 0.1255233437, other_time: 1.9743957520
epoch time: 9.2256689072s, input_fired_time: 0.0877025202, output_fired_time: 0.0000000000, propagate_forward_time: 8.7269344330, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4110317230
validation[          , genome  5222] predictions:    9716/  10000 (97.16%), best:    9705/10000 (97.05%), error:       986.47791, best error:       973.16968 on epoch:    56, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 112.6209793091s, input_fired_time: 0.7702853084, output_fired_time: 0.6493821740, propagate_forward_time: 43.6192550659, propagate_backward_time: 65.3451995850, weight_update_time: 0.1347297579, other_time: 2.2368545532
epoch time: 9.2302761078s, input_fired_time: 0.0858722925, output_fired_time: 0.0000000000, propagate_forward_time: 8.7357616425, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4086418152
validation[          , genome  5222] predictions:    9710/  10000 (97.10%), best:    9705/10000 (97.05%), error:       973.98053, best error:       973.16968 on epoch:    56, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 112.6331558228s, input_fired_time: 0.7696591020, output_fired_time: 0.6506822705, propagate_forward_time: 43.6193008423, propagate_backward_time: 65.3608627319, weight_update_time: 0.1346513480, other_time: 2.2326507568
epoch time: 9.3198480606s, input_fired_time: 0.0860404894, output_fired_time: 0.0000000000, propagate_forward_time: 8.8473863602, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3864212036
validation[          , genome  5222] predictions:    9698/  10000 (96.98%), best:    9705/10000 (97.05%), error:      1059.18469, best error:       973.16968 on epoch:    56, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 109.1087570190s, input_fired_time: 0.7393513322, output_fired_time: 0.5829841495, propagate_forward_time: 43.0303955078, propagate_backward_time: 62.7890968323, weight_update_time: 0.1249041110, other_time: 1.9669303894
epoch time: 9.0915985107s, input_fired_time: 0.0846526846, output_fired_time: 0.0000000000, propagate_forward_time: 8.6516962051, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3552494049
validation[          , genome  5222] predictions:    9671/  10000 (96.71%), best:    9705/10000 (97.05%), error:      1069.66162, best error:       973.16968 on epoch:    56, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 109.0917739868s, input_fired_time: 0.7412694097, output_fired_time: 0.5874130726, propagate_forward_time: 42.9725456238, propagate_backward_time: 62.8131675720, weight_update_time: 0.1250686198, other_time: 1.9773750305
epoch time: 9.0334548950s, input_fired_time: 0.0859877095, output_fired_time: 0.0000000000, propagate_forward_time: 8.5922632217, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3552036285
validation[          , genome  5222] predictions:    9709/  10000 (97.09%), best:    9705/10000 (97.05%), error:      1009.15521, best error:       973.16968 on epoch:    56, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 109.8064117432s, input_fired_time: 0.7447589040, output_fired_time: 0.5884364247, propagate_forward_time: 43.3493003845, propagate_backward_time: 63.1565666199, weight_update_time: 0.1257962435, other_time: 1.9673500061
epoch time: 9.1672887802s, input_fired_time: 0.0850523636, output_fired_time: 0.0000000000, propagate_forward_time: 8.7267761230, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3554601669
validation[          , genome  5222] predictions:    9691/  10000 (96.91%), best:    9705/10000 (97.05%), error:      1056.02112, best error:       973.16968 on epoch:    56, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 110.5608520508s, input_fired_time: 0.7520440221, output_fired_time: 0.5913853049, propagate_forward_time: 43.6382217407, propagate_backward_time: 63.5930519104, weight_update_time: 0.1275659353, other_time: 1.9861488342
epoch time: 9.3284044266s, input_fired_time: 0.0868528783, output_fired_time: 0.0000000000, propagate_forward_time: 8.8326387405, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4089126587
validation[          , genome  5222] predictions:    9686/  10000 (96.86%), best:    9705/10000 (97.05%), error:      1036.72192, best error:       973.16968 on epoch:    56, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 112.8656921387s, input_fired_time: 0.7708767653, output_fired_time: 0.6397235394, propagate_forward_time: 43.8648719788, propagate_backward_time: 65.4225692749, weight_update_time: 0.1324997246, other_time: 2.1676559448
epoch time: 9.0710973740s, input_fired_time: 0.0850697532, output_fired_time: 0.0000000000, propagate_forward_time: 8.6327362061, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3532915115
validation[          , genome  5222] predictions:    9679/  10000 (96.79%), best:    9705/10000 (97.05%), error:      1048.63354, best error:       973.16968 on epoch:    56, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 110.5533142090s, input_fired_time: 0.7582250237, output_fired_time: 0.5922118425, propagate_forward_time: 43.5781021118, propagate_backward_time: 63.6212234497, weight_update_time: 0.1267867088, other_time: 2.0035552979
epoch time: 9.0668096542s, input_fired_time: 0.0865100548, output_fired_time: 0.0000000000, propagate_forward_time: 8.6260385513, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3542613983
validation[          , genome  5222] predictions:    9701/  10000 (97.01%), best:    9705/10000 (97.05%), error:      1033.55811, best error:       973.16968 on epoch:    56, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 109.5299453735s, input_fired_time: 0.7440599799, output_fired_time: 0.5869553089, propagate_forward_time: 43.3599929810, propagate_backward_time: 62.8707199097, weight_update_time: 0.1246333271, other_time: 1.9682235718
epoch time: 9.1736392975s, input_fired_time: 0.0861653239, output_fired_time: 0.0000000000, propagate_forward_time: 8.7286605835, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3588132858
validation[          , genome  5222] predictions:    9697/  10000 (96.97%), best:    9705/10000 (97.05%), error:      1011.68927, best error:       973.16968 on epoch:    56, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 110.7037963867s, input_fired_time: 0.7618696690, output_fired_time: 0.5925756693, propagate_forward_time: 43.5718612671, propagate_backward_time: 63.7838973999, weight_update_time: 0.1262070388, other_time: 1.9935913086
epoch time: 9.0264215469s, input_fired_time: 0.0852273107, output_fired_time: 0.0000000000, propagate_forward_time: 8.5843772888, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3568172455
validation[          , genome  5222] predictions:    9703/  10000 (97.03%), best:    9705/10000 (97.05%), error:      1014.43683, best error:       973.16968 on epoch:    56, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 109.1287078857s, input_fired_time: 0.7442166209, output_fired_time: 0.5847740769, propagate_forward_time: 43.0275421143, propagate_backward_time: 62.8038940430, weight_update_time: 0.1251741648, other_time: 1.9682769775
epoch time: 9.1522855759s, input_fired_time: 0.0855809376, output_fired_time: 0.0000000000, propagate_forward_time: 8.7117567062, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3549480438
validation[          , genome  5222] predictions:    9694/  10000 (96.94%), best:    9705/10000 (97.05%), error:      1051.25549, best error:       973.16968 on epoch:    56, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 109.0049438477s, input_fired_time: 0.7427909970, output_fired_time: 0.5870792270, propagate_forward_time: 42.9347839355, propagate_backward_time: 62.7733078003, weight_update_time: 0.1249879524, other_time: 1.9669799805
epoch time: 9.0219841003s, input_fired_time: 0.0852993503, output_fired_time: 0.0000000000, propagate_forward_time: 8.5817556381, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3549289703
validation[          , genome  5222] predictions:    9697/  10000 (96.97%), best:    9705/10000 (97.05%), error:      1048.63318, best error:       973.16968 on epoch:    56, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 109.6270141602s, input_fired_time: 0.7458494902, output_fired_time: 0.5891494155, propagate_forward_time: 43.2486610413, propagate_backward_time: 63.0644340515, weight_update_time: 0.1257878989, other_time: 1.9789161682
epoch time: 9.2658119202s, input_fired_time: 0.0861721113, output_fired_time: 0.0000000000, propagate_forward_time: 8.7986650467, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3809747696
validation[          , genome  5222] predictions:    9709/  10000 (97.09%), best:    9705/10000 (97.05%), error:      1001.26648, best error:       973.16968 on epoch:    56, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 109.6639556885s, input_fired_time: 0.7447429895, output_fired_time: 0.5886794329, propagate_forward_time: 43.1958160400, propagate_backward_time: 63.1685523987, weight_update_time: 0.1254017502, other_time: 1.9661674500
epoch time: 9.0870552063s, input_fired_time: 0.0858054832, output_fired_time: 0.0000000000, propagate_forward_time: 8.6474046707, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3538446426
validation[          , genome  5222] predictions:    9685/  10000 (96.85%), best:    9705/10000 (97.05%), error:      1092.43835, best error:       973.16968 on epoch:    56, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 109.2102890015s, input_fired_time: 0.7516311407, output_fired_time: 0.5834779739, propagate_forward_time: 43.0787811279, propagate_backward_time: 62.8314056396, weight_update_time: 0.1251037270, other_time: 1.9649887085
epoch time: 9.0717954636s, input_fired_time: 0.0856195241, output_fired_time: 0.0000000000, propagate_forward_time: 8.6298608780, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3563146591
validation[          , genome  5222] predictions:    9681/  10000 (96.81%), best:    9705/10000 (97.05%), error:      1058.43335, best error:       973.16968 on epoch:    56, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 109.7093124390s, input_fired_time: 0.7447267175, output_fired_time: 0.5825855136, propagate_forward_time: 43.3859710693, propagate_backward_time: 63.0228233337, weight_update_time: 0.1253213733, other_time: 1.9732017517
epoch time: 9.2275266647s, input_fired_time: 0.0867321417, output_fired_time: 0.0000000000, propagate_forward_time: 8.7863111496, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3544836044
validation[          , genome  5222] predictions:    9653/  10000 (96.53%), best:    9705/10000 (97.05%), error:      1183.02039, best error:       973.16968 on epoch:    56, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 109.4863739014s, input_fired_time: 0.7472155094, output_fired_time: 0.5890066624, propagate_forward_time: 43.2641639709, propagate_backward_time: 62.9195098877, weight_update_time: 0.1254112870, other_time: 1.9664764404
epoch time: 9.0687017441s, input_fired_time: 0.0865740478, output_fired_time: 0.0000000000, propagate_forward_time: 8.6285448074, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3535833359
validation[          , genome  5222] predictions:    9659/  10000 (96.59%), best:    9705/10000 (97.05%), error:      1151.62585, best error:       973.16968 on epoch:    56, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 109.6197280884s, input_fired_time: 0.7514961958, output_fired_time: 0.5877044201, propagate_forward_time: 43.1870231628, propagate_backward_time: 63.1128959656, weight_update_time: 0.1253568828, other_time: 1.9806098938
epoch time: 9.0478649139s, input_fired_time: 0.0852888003, output_fired_time: 0.0000000000, propagate_forward_time: 8.6080970764, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3544788361
validation[          , genome  5222] predictions:    9652/  10000 (96.52%), best:    9705/10000 (97.05%), error:      1166.84204, best error:       973.16968 on epoch:    56, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 109.0903549194s, input_fired_time: 0.7470271587, output_fired_time: 0.5879693031, propagate_forward_time: 43.0092086792, propagate_backward_time: 62.7738761902, weight_update_time: 0.1252332330, other_time: 1.9722785950
epoch time: 9.0316648483s, input_fired_time: 0.0861946046, output_fired_time: 0.0000000000, propagate_forward_time: 8.5898485184, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3556213379
validation[          , genome  5222] predictions:    9723/  10000 (97.23%), best:    9705/10000 (97.05%), error:       992.75079, best error:       973.16968 on epoch:    56, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 109.9834060669s, input_fired_time: 0.7477149367, output_fired_time: 0.5857387781, propagate_forward_time: 43.3569984436, propagate_backward_time: 63.3134002686, weight_update_time: 0.1255250126, other_time: 1.9795532227
epoch time: 9.1298694611s, input_fired_time: 0.0863117874, output_fired_time: 0.0000000000, propagate_forward_time: 8.6893720627, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3541860580
validation[          , genome  5222] predictions:    9644/  10000 (96.44%), best:    9705/10000 (97.05%), error:      1195.06604, best error:       973.16968 on epoch:    56, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 109.5337829590s, input_fired_time: 0.7771352530, output_fired_time: 0.5902099609, propagate_forward_time: 43.0680618286, propagate_backward_time: 63.0717582703, weight_update_time: 0.1259988397, other_time: 2.0266151428
epoch time: 9.1849699020s, input_fired_time: 0.0868144706, output_fired_time: 0.0000000000, propagate_forward_time: 8.7296533585, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3685016632
validation[          , genome  5222] predictions:    9658/  10000 (96.58%), best:    9705/10000 (97.05%), error:      1144.41296, best error:       973.16968 on epoch:    56, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 108.8563690186s, input_fired_time: 0.7462500930, output_fired_time: 0.5879406333, propagate_forward_time: 42.9178543091, propagate_backward_time: 62.6422042847, weight_update_time: 0.1247554794, other_time: 1.9621200562
epoch time: 9.0215473175s, input_fired_time: 0.0862576813, output_fired_time: 0.0000000000, propagate_forward_time: 8.5815095901, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3537797928
validation[          , genome  5222] predictions:    9712/  10000 (97.12%), best:    9705/10000 (97.05%), error:       985.40515, best error:       973.16968 on epoch:    56, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 109.0967559814s, input_fired_time: 0.7468943596, output_fired_time: 0.5859786272, propagate_forward_time: 43.0267562866, propagate_backward_time: 62.7708663940, weight_update_time: 0.1250552088, other_time: 1.9662628174
epoch time: 9.0558185577s, input_fired_time: 0.0866056532, output_fired_time: 0.0000000000, propagate_forward_time: 8.6142177582, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3549947739
validation[          , genome  5222] predictions:    9687/  10000 (96.87%), best:    9705/10000 (97.05%), error:      1060.33728, best error:       973.16968 on epoch:    56, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 109.4804229736s, input_fired_time: 0.7489186525, output_fired_time: 0.5921202898, propagate_forward_time: 43.1097259521, propagate_backward_time: 63.0605812073, weight_update_time: 0.1251503676, other_time: 1.9690818787
epoch time: 9.0562772751s, input_fired_time: 0.0865755156, output_fired_time: 0.0000000000, propagate_forward_time: 8.6144618988, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3552398682
validation[          , genome  5222] predictions:    9681/  10000 (96.81%), best:    9705/10000 (97.05%), error:      1067.14502, best error:       973.16968 on epoch:    56, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 109.0515518188s, input_fired_time: 0.7493301034, output_fired_time: 0.5862118006, propagate_forward_time: 42.9823646545, propagate_backward_time: 62.7653732300, weight_update_time: 0.1249925196, other_time: 1.9682693481
epoch time: 9.0560064316s, input_fired_time: 0.0869594440, output_fired_time: 0.0000000000, propagate_forward_time: 8.6145734787, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3544731140
validation[          , genome  5222] predictions:    9690/  10000 (96.90%), best:    9705/10000 (97.05%), error:      1079.51038, best error:       973.16968 on epoch:    56, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 109.0279006958s, input_fired_time: 0.7485639453, output_fired_time: 0.5876522660, propagate_forward_time: 42.9620475769, propagate_backward_time: 62.7420883179, weight_update_time: 0.1255017966, other_time: 1.9875411987
epoch time: 9.0228061676s, input_fired_time: 0.0865459815, output_fired_time: 0.0000000000, propagate_forward_time: 8.5817365646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3545236588
validation[          , genome  5222] predictions:    9665/  10000 (96.65%), best:    9705/10000 (97.05%), error:      1178.66650, best error:       973.16968 on epoch:    56, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 109.4989318848s, input_fired_time: 0.7469791770, output_fired_time: 0.5857063532, propagate_forward_time: 43.2459297180, propagate_backward_time: 62.9510383606, weight_update_time: 0.1251295209, other_time: 1.9692802429
epoch time: 9.1595525742s, input_fired_time: 0.0866980329, output_fired_time: 0.0000000000, propagate_forward_time: 8.7142848969, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3585700989
validation[          , genome  5222] predictions:    9657/  10000 (96.57%), best:    9705/10000 (97.05%), error:      1176.43884, best error:       973.16968 on epoch:    56, 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: 45.7179450989s, input_fired_time: 0.4238685369, output_fired_time: 0.0000000000, propagate_forward_time: 43.4859275818, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8081474304
best training[          , genome  5222] predictions:   49211/  50000 (98.42%), best:    9705/10000 (97.05%), error:      2825.03418, best error:       973.16968 on epoch:    56, 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: 9.1098928452s, input_fired_time: 0.0827547014, output_fired_time: 0.0000000000, propagate_forward_time: 8.6737718582, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3533658981
   testing[          , genome  5222] predictions:    9754/  10000 (97.54%), best:    9705/10000 (97.05%), error:       845.83911, best error:       973.16968 on epoch:    56, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
01:05:24 (21391): called boinc_finish(0)

</stderr_txt>
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