Nameexact_genome_1512568488_45_3065_1
Workunit2586592
Created7 Dec 2017, 2:53:59 UTC
Sent7 Dec 2017, 2:56:54 UTC
Report deadline10 Dec 2017, 11:44:25 UTC
Received7 Dec 2017, 4:41:29 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52320
Run time1 hours 44 min 8 sec
CPU time1 hours 44 min 4 sec
Validate stateValid
Credit841.58
Device peak FLOPS2.93 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size153.30 MB
Peak swap size151.81 MB
Peak disk usage1.49 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.0615437143, output_fired_time: 0.0000000000, propagate_forward_time: 4.3117051125, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3864831924
validation[          , genome  3065] predictions:    9491/  10000 (94.91%), best:    9491/10000 (94.91%), error:      1682.84692, best error:      1682.84692 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 56.9397926331s, input_fired_time: 0.4875706732, output_fired_time: 0.4458008707, propagate_forward_time: 21.5720443726, propagate_backward_time: 32.2904891968, weight_update_time: 0.1112355962, other_time: 2.1438865662
epoch time: 4.7248458862s, input_fired_time: 0.0597706474, output_fired_time: 0.0000000000, propagate_forward_time: 4.2850818634, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3799934387
validation[          , genome  3065] predictions:    9468/  10000 (94.68%), best:    9491/10000 (94.91%), error:      1711.45789, best error:      1682.84692 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 56.5837707520s, input_fired_time: 0.4819495082, output_fired_time: 0.4406866431, propagate_forward_time: 21.4554443359, propagate_backward_time: 32.0929183960, weight_update_time: 0.1105441451, other_time: 2.1127738953
epoch time: 4.7247433662s, input_fired_time: 0.0594284721, output_fired_time: 0.0000000000, propagate_forward_time: 4.2875099182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3778047562
validation[          , genome  3065] predictions:    9476/  10000 (94.76%), best:    9491/10000 (94.91%), error:      1778.05591, best error:      1682.84692 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 56.3942375183s, input_fired_time: 0.4878265262, output_fired_time: 0.4393513203, propagate_forward_time: 21.3784275055, propagate_backward_time: 31.9107856750, weight_update_time: 0.1116718426, other_time: 2.1778450012
epoch time: 4.7518224716s, input_fired_time: 0.0607090518, output_fired_time: 0.0000000000, propagate_forward_time: 4.3045172691, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3865962029
validation[          , genome  3065] predictions:    9489/  10000 (94.89%), best:    9491/10000 (94.91%), error:      1688.31580, best error:      1682.84692 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 56.7746963501s, input_fired_time: 0.4914357364, output_fired_time: 0.4436685145, propagate_forward_time: 21.4992237091, propagate_backward_time: 32.1601066589, weight_update_time: 0.1125799716, other_time: 2.1802635193
epoch time: 4.7614350319s, input_fired_time: 0.0610021353, output_fired_time: 0.0000000000, propagate_forward_time: 4.3132524490, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3871803284
validation[          , genome  3065] predictions:    9528/  10000 (95.28%), best:    9528/10000 (95.28%), error:      1646.52185, best error:      1646.52185 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 56.5649185181s, input_fired_time: 0.4839789867, output_fired_time: 0.4432987869, propagate_forward_time: 21.4331760406, propagate_backward_time: 32.0830764771, weight_update_time: 0.1116572097, other_time: 2.1213912964
epoch time: 4.7165775299s, input_fired_time: 0.0611136183, output_fired_time: 0.0000000000, propagate_forward_time: 4.2776541710, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3778095245
validation[          , genome  3065] predictions:    9513/  10000 (95.13%), best:    9528/10000 (95.28%), error:      1650.12317, best error:      1646.52185 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 56.4524726868s, input_fired_time: 0.4824076593, output_fired_time: 0.4415955544, propagate_forward_time: 21.3972225189, propagate_backward_time: 32.0232887268, weight_update_time: 0.1110161468, other_time: 2.1079597473
epoch time: 4.7082815170s, input_fired_time: 0.0599188507, output_fired_time: 0.0000000000, propagate_forward_time: 4.2692608833, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3791017532
validation[          , genome  3065] predictions:    9505/  10000 (95.05%), best:    9528/10000 (95.28%), error:      1690.98914, best error:      1646.52185 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 56.4146690369s, input_fired_time: 0.4817677438, output_fired_time: 0.4410238266, propagate_forward_time: 21.3804702759, propagate_backward_time: 31.9861221313, weight_update_time: 0.1107474715, other_time: 2.1252822876
epoch time: 4.7072834969s, input_fired_time: 0.0604386926, output_fired_time: 0.0000000000, propagate_forward_time: 4.2688412666, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3780035973
validation[          , genome  3065] predictions:    9456/  10000 (94.56%), best:    9528/10000 (95.28%), error:      1778.66821, best error:      1646.52185 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 56.5812835693s, input_fired_time: 0.4894816279, output_fired_time: 0.4412915409, propagate_forward_time: 21.4578037262, propagate_backward_time: 32.0304679871, weight_update_time: 0.1113322005, other_time: 2.1622352600
epoch time: 4.7167878151s, input_fired_time: 0.0597031452, output_fired_time: 0.0000000000, propagate_forward_time: 4.2791275978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3779568672
validation[          , genome  3065] predictions:    9416/  10000 (94.16%), best:    9528/10000 (95.28%), error:      1928.42236, best error:      1646.52185 on epoch:    18, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 56.4371185303s, input_fired_time: 0.4867455065, output_fired_time: 0.4419342875, propagate_forward_time: 21.3911933899, propagate_backward_time: 31.9837322235, weight_update_time: 0.1111826897, other_time: 2.1335163116
epoch time: 4.7234754562s, input_fired_time: 0.0602123402, output_fired_time: 0.0000000000, propagate_forward_time: 4.2844071388, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3788561821
validation[          , genome  3065] predictions:    9520/  10000 (95.20%), best:    9528/10000 (95.28%), error:      1660.51941, best error:      1646.52185 on epoch:    18, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 56.5243682861s, input_fired_time: 0.4883295000, output_fired_time: 0.4394672513, propagate_forward_time: 21.3963413239, propagate_backward_time: 32.0237312317, weight_update_time: 0.1118776724, other_time: 2.1764945984
epoch time: 4.7445311546s, input_fired_time: 0.0620157532, output_fired_time: 0.0000000000, propagate_forward_time: 4.2940926552, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3884229660
validation[          , genome  3065] predictions:    9530/  10000 (95.30%), best:    9530/10000 (95.30%), error:      1556.27881, best error:      1556.27881 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 56.8855667114s, input_fired_time: 0.4905501902, output_fired_time: 0.4449501634, propagate_forward_time: 21.5182590485, propagate_backward_time: 32.2509155273, weight_update_time: 0.1131566912, other_time: 2.1808929443
epoch time: 4.7586631775s, input_fired_time: 0.0620118901, output_fired_time: 0.0000000000, propagate_forward_time: 4.3113007545, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3853507042
validation[          , genome  3065] predictions:    9485/  10000 (94.85%), best:    9530/10000 (95.30%), error:      1669.42822, best error:      1556.27881 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 56.9171028137s, input_fired_time: 0.4855962396, output_fired_time: 0.4425425828, propagate_forward_time: 21.5603713989, propagate_backward_time: 32.2913894653, weight_update_time: 0.1115911752, other_time: 2.1372032166
epoch time: 4.7552709579s, input_fired_time: 0.0608680509, output_fired_time: 0.0000000000, propagate_forward_time: 4.3126196861, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3817830086
validation[          , genome  3065] predictions:    9325/  10000 (93.25%), best:    9530/10000 (95.30%), error:      2106.55859, best error:      1556.27881 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 56.4349403381s, input_fired_time: 0.4870541394, output_fired_time: 0.4373622835, propagate_forward_time: 21.4002742767, propagate_backward_time: 31.9551448822, weight_update_time: 0.1110802367, other_time: 2.1551074982
epoch time: 4.7177991867s, input_fired_time: 0.0600538217, output_fired_time: 0.0000000000, propagate_forward_time: 4.2809090614, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3768362999
validation[          , genome  3065] predictions:    9525/  10000 (95.25%), best:    9530/10000 (95.30%), error:      1609.17834, best error:      1556.27881 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 56.8821449280s, input_fired_time: 0.4944811165, output_fired_time: 0.4435181618, propagate_forward_time: 21.5179195404, propagate_backward_time: 32.2452392578, weight_update_time: 0.1132735685, other_time: 2.1809844971
epoch time: 4.7470846176s, input_fired_time: 0.0617936365, output_fired_time: 0.0000000000, propagate_forward_time: 4.2975344658, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3877563477
validation[          , genome  3065] predictions:    9517/  10000 (95.17%), best:    9530/10000 (95.30%), error:      1603.88745, best error:      1556.27881 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 56.6280937195s, input_fired_time: 0.4862681329, output_fired_time: 0.4420019984, propagate_forward_time: 21.4667358398, propagate_backward_time: 32.1150245667, weight_update_time: 0.1107218638, other_time: 2.1180648804
epoch time: 4.7315673828s, input_fired_time: 0.0609653555, output_fired_time: 0.0000000000, propagate_forward_time: 4.2929944992, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3776073456
validation[          , genome  3065] predictions:    9532/  10000 (95.32%), best:    9530/10000 (95.30%), error:      1610.87073, best error:      1556.27881 on epoch:    24, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 56.7072257996s, input_fired_time: 0.4946559072, output_fired_time: 0.4422092438, propagate_forward_time: 21.4645957947, propagate_backward_time: 32.1248664856, weight_update_time: 0.1116172150, other_time: 2.1809005737
epoch time: 4.7362384796s, input_fired_time: 0.0618709438, output_fired_time: 0.0000000000, propagate_forward_time: 4.2866835594, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3876838684
validation[          , genome  3065] predictions:    9478/  10000 (94.78%), best:    9530/10000 (95.30%), error:      1694.16113, best error:      1556.27881 on epoch:    24, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 56.7601127625s, input_fired_time: 0.4854412675, output_fired_time: 0.4406508207, propagate_forward_time: 21.5033645630, propagate_backward_time: 32.2078056335, weight_update_time: 0.1123924777, other_time: 2.1228485107
epoch time: 4.7268071175s, input_fired_time: 0.0614989139, output_fired_time: 0.0000000000, propagate_forward_time: 4.2852010727, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3801069260
validation[          , genome  3065] predictions:    9514/  10000 (95.14%), best:    9530/10000 (95.30%), error:      1660.54480, best error:      1556.27881 on epoch:    24, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 56.6350975037s, input_fired_time: 0.4939202964, output_fired_time: 0.4422244132, propagate_forward_time: 21.4723587036, propagate_backward_time: 32.0441780090, weight_update_time: 0.1112335920, other_time: 2.1824188232
epoch time: 4.7354516983s, input_fired_time: 0.0608351082, output_fired_time: 0.0000000000, propagate_forward_time: 4.2883439064, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3862729073
validation[          , genome  3065] predictions:    9583/  10000 (95.83%), best:    9583/10000 (95.83%), error:      1469.11194, best error:      1469.11194 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 56.3206634521s, input_fired_time: 0.4860468805, output_fired_time: 0.4398988187, propagate_forward_time: 21.3754177094, propagate_backward_time: 31.9077568054, weight_update_time: 0.1107787117, other_time: 2.1115455627
epoch time: 4.7107086182s, input_fired_time: 0.0603887141, output_fired_time: 0.0000000000, propagate_forward_time: 4.2716312408, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3786888123
validation[          , genome  3065] predictions:    9567/  10000 (95.67%), best:    9583/10000 (95.83%), error:      1487.69922, best error:      1469.11194 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 56.9596099854s, input_fired_time: 0.4947196543, output_fired_time: 0.4465266168, propagate_forward_time: 21.5711288452, propagate_backward_time: 32.2642517090, weight_update_time: 0.1126619056, other_time: 2.1829833984
epoch time: 4.7728161812s, input_fired_time: 0.0614442006, output_fired_time: 0.0000000000, propagate_forward_time: 4.3227529526, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3886189461
validation[          , genome  3065] predictions:    9489/  10000 (94.89%), best:    9583/10000 (95.83%), error:      1730.37598, best error:      1469.11194 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 56.7104187012s, input_fired_time: 0.4871011376, output_fired_time: 0.4436566532, propagate_forward_time: 21.4373912811, propagate_backward_time: 32.2230186462, weight_update_time: 0.1114838496, other_time: 2.1192512512
epoch time: 4.7221508026s, input_fired_time: 0.0609465539, output_fired_time: 0.0000000000, propagate_forward_time: 4.2842893600, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3769149780
validation[          , genome  3065] predictions:    9535/  10000 (95.35%), best:    9583/10000 (95.83%), error:      1562.88647, best error:      1469.11194 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 56.8534164429s, input_fired_time: 0.4915391803, output_fired_time: 0.4443144202, propagate_forward_time: 21.4946346283, propagate_backward_time: 32.2468643188, weight_update_time: 0.1123049632, other_time: 2.1760635376
epoch time: 4.7663826942s, input_fired_time: 0.0616915151, output_fired_time: 0.0000000000, propagate_forward_time: 4.3169555664, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3877358437
validation[          , genome  3065] predictions:    9484/  10000 (94.84%), best:    9583/10000 (95.83%), error:      1672.13940, best error:      1469.11194 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 56.5003929138s, input_fired_time: 0.4907796681, output_fired_time: 0.4389787316, propagate_forward_time: 21.3771781921, propagate_backward_time: 32.0273094177, weight_update_time: 0.1109350473, other_time: 2.1661453247
epoch time: 4.7143754959s, input_fired_time: 0.0618427433, output_fired_time: 0.0000000000, propagate_forward_time: 4.2669749260, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3855576515
validation[          , genome  3065] predictions:    9534/  10000 (95.34%), best:    9583/10000 (95.83%), error:      1569.27722, best error:      1469.11194 on epoch:    32, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 56.8860015869s, input_fired_time: 0.4935212433, output_fired_time: 0.4456202388, propagate_forward_time: 21.5078601837, propagate_backward_time: 32.2540283203, weight_update_time: 0.1127167046, other_time: 2.1849670410
epoch time: 4.7449660301s, input_fired_time: 0.0618585758, output_fired_time: 0.0000000000, propagate_forward_time: 4.2957730293, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3873343468
validation[          , genome  3065] predictions:    9519/  10000 (95.19%), best:    9583/10000 (95.83%), error:      1586.53467, best error:      1469.11194 on epoch:    32, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 56.8686218262s, input_fired_time: 0.4894313812, output_fired_time: 0.4409289360, propagate_forward_time: 21.5550460815, propagate_backward_time: 32.2480888367, weight_update_time: 0.1119097993, other_time: 2.1351242065
epoch time: 4.7542729378s, input_fired_time: 0.0619914234, output_fired_time: 0.0000000000, propagate_forward_time: 4.3130249977, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3792567253
validation[          , genome  3065] predictions:    9540/  10000 (95.40%), best:    9583/10000 (95.83%), error:      1548.11963, best error:      1469.11194 on epoch:    32, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 56.6343269348s, input_fired_time: 0.4902997017, output_fired_time: 0.4425373673, propagate_forward_time: 21.4454631805, propagate_backward_time: 32.0865516663, weight_update_time: 0.1125308126, other_time: 2.1694755554
epoch time: 4.7279558182s, input_fired_time: 0.0621549934, output_fired_time: 0.0000000000, propagate_forward_time: 4.2802095413, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3855915070
validation[          , genome  3065] predictions:    9491/  10000 (94.91%), best:    9583/10000 (95.83%), error:      1717.82446, best error:      1469.11194 on epoch:    32, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 56.5690689087s, input_fired_time: 0.4887725413, output_fired_time: 0.4434204400, propagate_forward_time: 21.4244651794, propagate_backward_time: 32.0863609314, weight_update_time: 0.1106137261, other_time: 2.1260490417
epoch time: 4.7202711105s, input_fired_time: 0.0613891445, output_fired_time: 0.0000000000, propagate_forward_time: 4.2823314667, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3765506744
validation[          , genome  3065] predictions:    9582/  10000 (95.82%), best:    9582/10000 (95.82%), error:      1369.90515, best error:      1369.90515 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 56.7343559265s, input_fired_time: 0.4902049303, output_fired_time: 0.4435833395, propagate_forward_time: 21.4863357544, propagate_backward_time: 32.1832275391, weight_update_time: 0.1118777320, other_time: 2.1310043335
epoch time: 4.7400708199s, input_fired_time: 0.0614459142, output_fired_time: 0.0000000000, propagate_forward_time: 4.2982826233, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3803424835
validation[          , genome  3065] predictions:    9512/  10000 (95.12%), best:    9582/10000 (95.82%), error:      1593.22595, best error:      1369.90515 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 56.7473678589s, input_fired_time: 0.4947386384, output_fired_time: 0.4441137016, propagate_forward_time: 21.4903659821, propagate_backward_time: 32.1395950317, weight_update_time: 0.1128587574, other_time: 2.1785507202
epoch time: 4.7510313988s, input_fired_time: 0.0617641509, output_fired_time: 0.0000000000, propagate_forward_time: 4.3003869057, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3888802528
validation[          , genome  3065] predictions:    9520/  10000 (95.20%), best:    9582/10000 (95.82%), error:      1540.96069, best error:      1369.90515 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 56.8918190002s, input_fired_time: 0.4944151044, output_fired_time: 0.4426055551, propagate_forward_time: 21.5273380280, propagate_backward_time: 32.2571067810, weight_update_time: 0.1130669415, other_time: 2.1703529358
epoch time: 4.7663073540s, input_fired_time: 0.0620375611, output_fired_time: 0.0000000000, propagate_forward_time: 4.3165841103, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3876857758
validation[          , genome  3065] predictions:    9554/  10000 (95.54%), best:    9582/10000 (95.82%), error:      1537.89771, best error:      1369.90515 on epoch:    41, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 56.5359954834s, input_fired_time: 0.4976380169, output_fired_time: 0.4407480359, propagate_forward_time: 21.4195137024, propagate_backward_time: 32.0007171631, weight_update_time: 0.1116265506, other_time: 2.1773796082
epoch time: 4.7221646309s, input_fired_time: 0.0621246845, output_fired_time: 0.0000000000, propagate_forward_time: 4.2747921944, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3852477074
validation[          , genome  3065] predictions:    9505/  10000 (95.05%), best:    9582/10000 (95.82%), error:      1610.23022, best error:      1369.90515 on epoch:    41, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 56.9083175659s, input_fired_time: 0.4953317940, output_fired_time: 0.4425817430, propagate_forward_time: 21.5323715210, propagate_backward_time: 32.2562446594, weight_update_time: 0.1123834252, other_time: 2.1817893982
epoch time: 4.7351956367s, input_fired_time: 0.0617368110, output_fired_time: 0.0000000000, propagate_forward_time: 4.2892327309, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3842263222
validation[          , genome  3065] predictions:    9545/  10000 (95.45%), best:    9582/10000 (95.82%), error:      1482.10071, best error:      1369.90515 on epoch:    41, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 56.6953239441s, input_fired_time: 0.4943443239, output_fired_time: 0.4410272241, propagate_forward_time: 21.4472904205, propagate_backward_time: 32.1336784363, weight_update_time: 0.1124727353, other_time: 2.1789817810
epoch time: 4.7486176491s, input_fired_time: 0.0621327944, output_fired_time: 0.0000000000, propagate_forward_time: 4.3006219864, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3858628273
validation[          , genome  3065] predictions:    9528/  10000 (95.28%), best:    9582/10000 (95.82%), error:      1521.19983, best error:      1369.90515 on epoch:    41, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 57.0052490234s, input_fired_time: 0.4951947033, output_fired_time: 0.4465123415, propagate_forward_time: 21.5543861389, propagate_backward_time: 32.3307495117, weight_update_time: 0.1130309775, other_time: 2.1784057617
epoch time: 4.7417049408s, input_fired_time: 0.0617697202, output_fired_time: 0.0000000000, propagate_forward_time: 4.2924680710, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3874673843
validation[          , genome  3065] predictions:    9554/  10000 (95.54%), best:    9582/10000 (95.82%), error:      1470.86572, best error:      1369.90515 on epoch:    41, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 56.7627487183s, input_fired_time: 0.4948298931, output_fired_time: 0.4429238141, propagate_forward_time: 21.4896736145, propagate_backward_time: 32.1625175476, weight_update_time: 0.1129486263, other_time: 2.1728019714
epoch time: 4.7535243034s, input_fired_time: 0.0618953146, output_fired_time: 0.0000000000, propagate_forward_time: 4.3053674698, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3862614632
validation[          , genome  3065] predictions:    9578/  10000 (95.78%), best:    9582/10000 (95.82%), error:      1432.19617, best error:      1369.90515 on epoch:    41, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 56.6510429382s, input_fired_time: 0.4933882356, output_fired_time: 0.4440258741, propagate_forward_time: 21.4166393280, propagate_backward_time: 32.1324691772, weight_update_time: 0.1116184369, other_time: 2.1645202637
epoch time: 4.7336049080s, input_fired_time: 0.0623412691, output_fired_time: 0.0000000000, propagate_forward_time: 4.2874574661, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3838062286
validation[          , genome  3065] predictions:    9512/  10000 (95.12%), best:    9582/10000 (95.82%), error:      1587.81030, best error:      1369.90515 on epoch:    41, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 56.9728164673s, input_fired_time: 0.4901289046, output_fired_time: 0.4440952539, propagate_forward_time: 21.5805778503, propagate_backward_time: 32.3334465027, weight_update_time: 0.1119798496, other_time: 2.1245689392
epoch time: 4.7564129829s, input_fired_time: 0.0621989928, output_fired_time: 0.0000000000, propagate_forward_time: 4.3149795532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3792343140
validation[          , genome  3065] predictions:    9533/  10000 (95.33%), best:    9582/10000 (95.82%), error:      1475.29016, best error:      1369.90515 on epoch:    41, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 56.7055130005s, input_fired_time: 0.4897829890, output_fired_time: 0.4432082176, propagate_forward_time: 21.4928874969, propagate_backward_time: 32.1549568176, weight_update_time: 0.1110225618, other_time: 2.1246757507
epoch time: 4.7351131439s, input_fired_time: 0.0620085001, output_fired_time: 0.0000000000, propagate_forward_time: 4.2934203148, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3796844482
validation[          , genome  3065] predictions:    9450/  10000 (94.50%), best:    9582/10000 (95.82%), error:      1767.38489, best error:      1369.90515 on epoch:    41, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 56.6630935669s, input_fired_time: 0.4892140031, output_fired_time: 0.4431519508, propagate_forward_time: 21.4480991364, propagate_backward_time: 32.1439819336, weight_update_time: 0.1106394529, other_time: 2.1386413574
epoch time: 4.7043695450s, input_fired_time: 0.0618623942, output_fired_time: 0.0000000000, propagate_forward_time: 4.2644624710, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3780446053
validation[          , genome  3065] predictions:    9532/  10000 (95.32%), best:    9582/10000 (95.82%), error:      1571.79346, best error:      1369.90515 on epoch:    41, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 56.3522834778s, input_fired_time: 0.4911733568, output_fired_time: 0.4395685792, propagate_forward_time: 21.3499431610, propagate_backward_time: 31.9367771149, weight_update_time: 0.1106296107, other_time: 2.1348247528
epoch time: 4.7647151947s, input_fired_time: 0.0626705512, output_fired_time: 0.0000000000, propagate_forward_time: 4.3167195320, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3853249550
validation[          , genome  3065] predictions:    9508/  10000 (95.08%), best:    9582/10000 (95.82%), error:      1677.11743, best error:      1369.90515 on epoch:    41, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 56.6583671570s, input_fired_time: 0.4972873330, output_fired_time: 0.4407560825, propagate_forward_time: 21.4219512939, propagate_backward_time: 32.1331024170, weight_update_time: 0.1117081195, other_time: 2.1652679443
epoch time: 4.7219743729s, input_fired_time: 0.0615821630, output_fired_time: 0.0000000000, propagate_forward_time: 4.2755293846, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3848628998
validation[          , genome  3065] predictions:    9582/  10000 (95.82%), best:    9582/10000 (95.82%), error:      1407.81812, best error:      1369.90515 on epoch:    41, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 56.7254333496s, input_fired_time: 0.4935350716, output_fired_time: 0.4419388771, propagate_forward_time: 21.4243297577, propagate_backward_time: 32.1843452454, weight_update_time: 0.1131357476, other_time: 2.1812858582
epoch time: 4.7493767738s, input_fired_time: 0.0625962317, output_fired_time: 0.0000000000, propagate_forward_time: 4.3001809120, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3865995407
validation[          , genome  3065] predictions:    9558/  10000 (95.58%), best:    9582/10000 (95.82%), error:      1460.46326, best error:      1369.90515 on epoch:    41, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 56.4165267944s, input_fired_time: 0.4908006787, output_fired_time: 0.4403048158, propagate_forward_time: 21.3757076263, propagate_backward_time: 31.9999122620, weight_update_time: 0.1106752604, other_time: 2.1098060608
epoch time: 4.7079529762s, input_fired_time: 0.0608978979, output_fired_time: 0.0000000000, propagate_forward_time: 4.2690181732, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3780369759
validation[          , genome  3065] predictions:    9565/  10000 (95.65%), best:    9582/10000 (95.82%), error:      1414.48169, best error:      1369.90515 on epoch:    41, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 56.9291381836s, input_fired_time: 0.4992330670, output_fired_time: 0.4441225529, propagate_forward_time: 21.5518836975, propagate_backward_time: 32.2564048767, weight_update_time: 0.1135187149, other_time: 2.1774940491
epoch time: 4.7662334442s, input_fired_time: 0.0628375933, output_fired_time: 0.0000000000, propagate_forward_time: 4.3153500557, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3880457878
validation[          , genome  3065] predictions:    9520/  10000 (95.20%), best:    9582/10000 (95.82%), error:      1583.23230, best error:      1369.90515 on epoch:    41, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 56.6222152710s, input_fired_time: 0.4956571460, output_fired_time: 0.4422653019, propagate_forward_time: 21.4382991791, propagate_backward_time: 32.0638694763, weight_update_time: 0.1118349731, other_time: 2.1821250916
epoch time: 4.7312245369s, input_fired_time: 0.0624967776, output_fired_time: 0.0000000000, propagate_forward_time: 4.2819032669, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3868246078
validation[          , genome  3065] predictions:    9564/  10000 (95.64%), best:    9582/10000 (95.82%), error:      1450.31763, best error:      1369.90515 on epoch:    41, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 56.7507553101s, input_fired_time: 0.4919304550, output_fired_time: 0.4424635470, propagate_forward_time: 21.4934978485, propagate_backward_time: 32.1919708252, weight_update_time: 0.1119383201, other_time: 2.1308898926
epoch time: 4.7417330742s, input_fired_time: 0.0620793849, output_fired_time: 0.0000000000, propagate_forward_time: 4.3011589050, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3784947395
validation[          , genome  3065] predictions:    9576/  10000 (95.76%), best:    9582/10000 (95.82%), error:      1426.00500, best error:      1369.90515 on epoch:    41, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 56.6065864563s, input_fired_time: 0.4964361191, output_fired_time: 0.4401432574, propagate_forward_time: 21.4290981293, propagate_backward_time: 32.0680885315, weight_update_time: 0.1119204313, other_time: 2.1728172302
epoch time: 4.7465519905s, input_fired_time: 0.0637807697, output_fired_time: 0.0000000000, propagate_forward_time: 4.2961220741, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3866491318
validation[          , genome  3065] predictions:    9534/  10000 (95.34%), best:    9582/10000 (95.82%), error:      1536.52625, best error:      1369.90515 on epoch:    41, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 56.5010223389s, input_fired_time: 0.4939662516, output_fired_time: 0.4406727850, propagate_forward_time: 21.3815956116, propagate_backward_time: 32.0570678711, weight_update_time: 0.1105300859, other_time: 2.1277198792
epoch time: 4.7327556610s, input_fired_time: 0.0615650974, output_fired_time: 0.0000000000, propagate_forward_time: 4.2913513184, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3798394203
validation[          , genome  3065] predictions:    9576/  10000 (95.76%), best:    9582/10000 (95.82%), error:      1390.03955, best error:      1369.90515 on epoch:    41, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 56.7645645142s, input_fired_time: 0.5000461340, output_fired_time: 0.4412677586, propagate_forward_time: 21.4861106873, propagate_backward_time: 32.1588897705, weight_update_time: 0.1131018922, other_time: 2.1782493591
epoch time: 4.7301664352s, input_fired_time: 0.0617679991, output_fired_time: 0.0000000000, propagate_forward_time: 4.2815809250, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3868174553
validation[          , genome  3065] predictions:    9565/  10000 (95.65%), best:    9582/10000 (95.82%), error:      1461.36694, best error:      1369.90515 on epoch:    41, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 56.6478118896s, input_fired_time: 0.4924410284, output_fired_time: 0.4416304827, propagate_forward_time: 21.4632892609, propagate_backward_time: 32.1215209961, weight_update_time: 0.1120728627, other_time: 2.1289291382
epoch time: 4.7359094620s, input_fired_time: 0.0620174408, output_fired_time: 0.0000000000, propagate_forward_time: 4.2949857712, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3789062500
validation[          , genome  3065] predictions:    9535/  10000 (95.35%), best:    9582/10000 (95.82%), error:      1528.25562, best error:      1369.90515 on epoch:    41, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 57.1115036011s, input_fired_time: 0.5000229478, output_fired_time: 0.4457483888, propagate_forward_time: 21.6195545197, propagate_backward_time: 32.3625259399, weight_update_time: 0.1137050614, other_time: 2.1836547852
epoch time: 4.7675266266s, input_fired_time: 0.0629674718, output_fired_time: 0.0000000000, propagate_forward_time: 4.3185496330, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3860096931
validation[          , genome  3065] predictions:    9525/  10000 (95.25%), best:    9582/10000 (95.82%), error:      1555.08887, best error:      1369.90515 on epoch:    41, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 57.0102920532s, input_fired_time: 0.4978091121, output_fired_time: 0.4443385005, propagate_forward_time: 21.5785713196, propagate_backward_time: 32.3079872131, weight_update_time: 0.1118199751, other_time: 2.1815834045
epoch time: 4.7416191101s, input_fired_time: 0.0634095520, output_fired_time: 0.0000000000, propagate_forward_time: 4.2905440331, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3876657486
validation[          , genome  3065] predictions:    9608/  10000 (96.08%), best:    9608/10000 (96.08%), error:      1331.99060, best error:      1331.99060 on epoch:    66, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 57.1003036499s, input_fired_time: 0.5020762086, output_fired_time: 0.4472766519, propagate_forward_time: 21.6202392578, propagate_backward_time: 32.3465805054, weight_update_time: 0.1129104495, other_time: 2.1841316223
epoch time: 4.7044668198s, input_fired_time: 0.0631724745, output_fired_time: 0.0000000000, propagate_forward_time: 4.2569975853, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3842968941
validation[          , genome  3065] predictions:    9524/  10000 (95.24%), best:    9608/10000 (96.08%), error:      1597.92859, best error:      1331.99060 on epoch:    66, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 56.5622329712s, input_fired_time: 0.4973808527, output_fired_time: 0.4408407807, propagate_forward_time: 21.4319458008, propagate_backward_time: 32.0283164978, weight_update_time: 0.1117725298, other_time: 2.1637496948
epoch time: 4.7080988884s, input_fired_time: 0.0629687458, output_fired_time: 0.0000000000, propagate_forward_time: 4.2672085762, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3779215813
validation[          , genome  3065] predictions:    9589/  10000 (95.89%), best:    9608/10000 (96.08%), error:      1343.35571, best error:      1331.99060 on epoch:    66, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 57.0033988953s, input_fired_time: 0.4997837842, output_fired_time: 0.4444126487, propagate_forward_time: 21.5768604279, propagate_backward_time: 32.2976074219, weight_update_time: 0.1138691530, other_time: 2.1847381592
epoch time: 4.7515449524s, input_fired_time: 0.0625795648, output_fired_time: 0.0000000000, propagate_forward_time: 4.3030443192, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3859210014
validation[          , genome  3065] predictions:    9471/  10000 (94.71%), best:    9608/10000 (96.08%), error:      1681.56580, best error:      1331.99060 on epoch:    66, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 56.7982521057s, input_fired_time: 0.4917975068, output_fired_time: 0.4434945285, propagate_forward_time: 21.5215702057, propagate_backward_time: 32.2317123413, weight_update_time: 0.1118324772, other_time: 2.1096801758
epoch time: 4.7292065620s, input_fired_time: 0.0632412434, output_fired_time: 0.0000000000, propagate_forward_time: 4.2886371613, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3773279190
validation[          , genome  3065] predictions:    9581/  10000 (95.81%), best:    9608/10000 (96.08%), error:      1372.30310, best error:      1331.99060 on epoch:    66, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 56.7621917725s, input_fired_time: 0.5007444024, output_fired_time: 0.4425519109, propagate_forward_time: 21.4978275299, propagate_backward_time: 32.1475296021, weight_update_time: 0.1128943786, other_time: 2.1735382080
epoch time: 4.7440338135s, input_fired_time: 0.0626500919, output_fired_time: 0.0000000000, propagate_forward_time: 4.2940216064, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3873620033
validation[          , genome  3065] predictions:    9555/  10000 (95.55%), best:    9608/10000 (96.08%), error:      1478.84436, best error:      1331.99060 on epoch:    66, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 56.9162368774s, input_fired_time: 0.4988813102, output_fired_time: 0.4433285594, propagate_forward_time: 21.5671443939, propagate_backward_time: 32.2832336426, weight_update_time: 0.1114873141, other_time: 2.1236495972
epoch time: 4.7516441345s, input_fired_time: 0.0632480979, output_fired_time: 0.0000000000, propagate_forward_time: 4.3131027222, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3752932549
validation[          , genome  3065] predictions:    9576/  10000 (95.76%), best:    9608/10000 (96.08%), error:      1409.46460, best error:      1331.99060 on epoch:    66, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 56.6931114197s, input_fired_time: 0.4950681925, output_fired_time: 0.4426609576, propagate_forward_time: 21.4699993134, propagate_backward_time: 32.1460762024, weight_update_time: 0.1108739525, other_time: 2.1393089294
epoch time: 4.7268753052s, input_fired_time: 0.0623660311, output_fired_time: 0.0000000000, propagate_forward_time: 4.2862100601, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3782992363
validation[          , genome  3065] predictions:    9582/  10000 (95.82%), best:    9608/10000 (96.08%), error:      1349.59180, best error:      1331.99060 on epoch:    66, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 56.7374114990s, input_fired_time: 0.4926103055, output_fired_time: 0.4425897896, propagate_forward_time: 21.5511283875, propagate_backward_time: 32.1523551941, weight_update_time: 0.1107978523, other_time: 2.0987281799
epoch time: 4.7153573036s, input_fired_time: 0.0622737110, output_fired_time: 0.0000000000, propagate_forward_time: 4.2782273293, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3748564720
validation[          , genome  3065] predictions:    9525/  10000 (95.25%), best:    9608/10000 (96.08%), error:      1570.47668, best error:      1331.99060 on epoch:    66, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 56.2561874390s, input_fired_time: 0.4917385876, output_fired_time: 0.4369726777, propagate_forward_time: 21.2997360229, propagate_backward_time: 31.9180660248, weight_update_time: 0.1088642031, other_time: 2.1096744537
epoch time: 4.7493405342s, input_fired_time: 0.0631921068, output_fired_time: 0.0000000000, propagate_forward_time: 4.3052592278, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3808894157
validation[          , genome  3065] predictions:    9576/  10000 (95.76%), best:    9608/10000 (96.08%), error:      1433.72192, best error:      1331.99060 on epoch:    66, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 56.6339988708s, input_fired_time: 0.5002722740, output_fired_time: 0.4391902685, propagate_forward_time: 21.4543666840, propagate_backward_time: 32.0694885254, weight_update_time: 0.1129160970, other_time: 2.1706848145
epoch time: 4.7561144829s, input_fired_time: 0.0636770129, output_fired_time: 0.0000000000, propagate_forward_time: 4.3064723015, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3859653473
validation[          , genome  3065] predictions:    9557/  10000 (95.57%), best:    9608/10000 (96.08%), error:      1457.58667, best error:      1331.99060 on epoch:    66, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 56.7325477600s, input_fired_time: 0.4942650199, output_fired_time: 0.4485383630, propagate_forward_time: 21.4774169922, propagate_backward_time: 32.1892471313, weight_update_time: 0.1112062410, other_time: 2.1230773926
epoch time: 4.7330093384s, input_fired_time: 0.0630938411, output_fired_time: 0.0000000000, propagate_forward_time: 4.2909684181, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3789472580
validation[          , genome  3065] predictions:    9560/  10000 (95.60%), best:    9608/10000 (96.08%), error:      1445.27185, best error:      1331.99060 on epoch:    66, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 56.9145622253s, input_fired_time: 0.4987327158, output_fired_time: 0.4441078007, propagate_forward_time: 21.5353832245, propagate_backward_time: 32.2623214722, weight_update_time: 0.1121831238, other_time: 2.1740188599
epoch time: 4.7567610741s, input_fired_time: 0.0645367950, output_fired_time: 0.0000000000, propagate_forward_time: 4.3060131073, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3862113953
validation[          , genome  3065] predictions:    9569/  10000 (95.69%), best:    9608/10000 (96.08%), error:      1383.57141, best error:      1331.99060 on epoch:    66, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 56.5862731934s, input_fired_time: 0.4964230359, output_fired_time: 0.4421536922, propagate_forward_time: 21.4433689117, propagate_backward_time: 32.0761642456, weight_update_time: 0.1120725200, other_time: 2.1281661987
epoch time: 4.7263641357s, input_fired_time: 0.0635175854, output_fired_time: 0.0000000000, propagate_forward_time: 4.2824921608, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3803544044
validation[          , genome  3065] predictions:    9532/  10000 (95.32%), best:    9608/10000 (96.08%), error:      1496.28638, best error:      1331.99060 on epoch:    66, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 56.6843681335s, input_fired_time: 0.4970733225, output_fired_time: 0.4440853894, propagate_forward_time: 21.4814739227, propagate_backward_time: 32.1405754089, weight_update_time: 0.1111182645, other_time: 2.1211585999
epoch time: 4.7426424026s, input_fired_time: 0.0629136413, output_fired_time: 0.0000000000, propagate_forward_time: 4.3021607399, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3775682449
validation[          , genome  3065] predictions:    9532/  10000 (95.32%), best:    9608/10000 (96.08%), error:      1553.77051, best error:      1331.99060 on epoch:    66, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 56.5081939697s, input_fired_time: 0.4921698570, output_fired_time: 0.4387683570, propagate_forward_time: 21.4146022797, propagate_backward_time: 32.0543518066, weight_update_time: 0.1103117466, other_time: 2.1083068848
epoch time: 4.7283344269s, input_fired_time: 0.0625419691, output_fired_time: 0.0000000000, propagate_forward_time: 4.2867369652, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3790555000
validation[          , genome  3065] predictions:    9587/  10000 (95.87%), best:    9608/10000 (96.08%), error:      1365.16614, best error:      1331.99060 on epoch:    66, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 56.6033706665s, input_fired_time: 0.5027183890, output_fired_time: 0.4404660165, propagate_forward_time: 21.4330291748, propagate_backward_time: 32.0512695313, weight_update_time: 0.1115416661, other_time: 2.1758842468
epoch time: 4.7677669525s, input_fired_time: 0.0639106333, output_fired_time: 0.0000000000, propagate_forward_time: 4.3156085014, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3882479668
validation[          , genome  3065] predictions:    9564/  10000 (95.64%), best:    9608/10000 (96.08%), error:      1417.61145, best error:      1331.99060 on epoch:    66, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 56.5387191772s, input_fired_time: 0.4934636652, output_fired_time: 0.4400491416, propagate_forward_time: 21.4242172241, propagate_backward_time: 32.0795669556, weight_update_time: 0.1103225499, other_time: 2.1014213562
epoch time: 4.7071127892s, input_fired_time: 0.0624219999, output_fired_time: 0.0000000000, propagate_forward_time: 4.2667517662, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3779392242
validation[          , genome  3065] predictions:    9589/  10000 (95.89%), best:    9608/10000 (96.08%), error:      1380.23804, best error:      1331.99060 on epoch:    66, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 56.7666053772s, input_fired_time: 0.4967790842, output_fired_time: 0.4446512461, propagate_forward_time: 21.5091247559, propagate_backward_time: 32.1844253540, weight_update_time: 0.1107171401, other_time: 2.1316223145
epoch time: 4.7248077393s, input_fired_time: 0.0621374436, output_fired_time: 0.0000000000, propagate_forward_time: 4.2840728760, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3785972595
validation[          , genome  3065] predictions:    9553/  10000 (95.53%), best:    9608/10000 (96.08%), error:      1514.49463, best error:      1331.99060 on epoch:    66, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 56.8613166809s, input_fired_time: 0.4983431995, output_fired_time: 0.4431073368, propagate_forward_time: 21.5160942078, propagate_backward_time: 32.2687988281, weight_update_time: 0.1139078587, other_time: 2.1349716187
epoch time: 4.7323150635s, input_fired_time: 0.0631887019, output_fired_time: 0.0000000000, propagate_forward_time: 4.2914648056, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3776617050
validation[          , genome  3065] predictions:    9588/  10000 (95.88%), best:    9608/10000 (96.08%), error:      1409.24121, best error:      1331.99060 on epoch:    66, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 56.6703071594s, input_fired_time: 0.4962659776, output_fired_time: 0.4412260950, propagate_forward_time: 21.4733905792, propagate_backward_time: 32.1359291077, weight_update_time: 0.1116859242, other_time: 2.1234931946
epoch time: 4.7586283684s, input_fired_time: 0.0641715825, output_fired_time: 0.0000000000, propagate_forward_time: 4.3169131279, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3775434494
validation[          , genome  3065] predictions:    9558/  10000 (95.58%), best:    9608/10000 (96.08%), error:      1515.82410, best error:      1331.99060 on epoch:    66, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 56.4356575012s, input_fired_time: 0.4990792871, output_fired_time: 0.4426164031, propagate_forward_time: 21.3116912842, propagate_backward_time: 32.0342788696, weight_update_time: 0.1115795895, other_time: 2.1479911804
epoch time: 4.7258706093s, input_fired_time: 0.0632032007, output_fired_time: 0.0000000000, propagate_forward_time: 4.2863407135, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3763265610
validation[          , genome  3065] predictions:    9560/  10000 (95.60%), best:    9608/10000 (96.08%), error:      1429.83508, best error:      1331.99060 on epoch:    66, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 56.6619110107s, input_fired_time: 0.4999602139, output_fired_time: 0.4430638850, propagate_forward_time: 21.4556007385, propagate_backward_time: 32.1060142517, weight_update_time: 0.1112694442, other_time: 2.1572685242
epoch time: 4.7300486565s, input_fired_time: 0.0632404238, output_fired_time: 0.0000000000, propagate_forward_time: 4.2888112068, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3779969215
validation[          , genome  3065] predictions:    9583/  10000 (95.83%), best:    9608/10000 (96.08%), error:      1378.95288, best error:      1331.99060 on epoch:    66, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 56.4099540710s, input_fired_time: 0.4951762855, output_fired_time: 0.4406095743, propagate_forward_time: 21.3610916138, propagate_backward_time: 32.0132369995, weight_update_time: 0.1100631431, other_time: 2.0998420715
epoch time: 4.7305598259s, input_fired_time: 0.0634612665, output_fired_time: 0.0000000000, propagate_forward_time: 4.2880816460, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3790168762
validation[          , genome  3065] predictions:    9482/  10000 (94.82%), best:    9608/10000 (96.08%), error:      1756.88525, best error:      1331.99060 on epoch:    66, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 56.5773277283s, input_fired_time: 0.5031756759, output_fired_time: 0.4374693632, propagate_forward_time: 21.4330120087, propagate_backward_time: 32.0315170288, weight_update_time: 0.1122800484, other_time: 2.1721572876
epoch time: 4.7076039314s, input_fired_time: 0.0633510351, output_fired_time: 0.0000000000, propagate_forward_time: 4.2572798729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3869729042
validation[          , genome  3065] predictions:    9595/  10000 (95.95%), best:    9608/10000 (96.08%), error:      1372.32373, best error:      1331.99060 on epoch:    66, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 56.8191833496s, input_fired_time: 0.5044535398, output_fired_time: 0.4425190389, propagate_forward_time: 21.5201702118, propagate_backward_time: 32.1774749756, weight_update_time: 0.1123129651, other_time: 2.1745681763
epoch time: 4.7644758224s, input_fired_time: 0.0638106391, output_fired_time: 0.0000000000, propagate_forward_time: 4.3149714470, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3856935501
validation[          , genome  3065] predictions:    9508/  10000 (95.08%), best:    9608/10000 (96.08%), error:      1623.16248, best error:      1331.99060 on epoch:    66, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 56.9009780884s, input_fired_time: 0.5017423630, output_fired_time: 0.4442120194, propagate_forward_time: 21.5315570831, propagate_backward_time: 32.2496643066, weight_update_time: 0.1132262051, other_time: 2.1737976074
epoch time: 4.7747740746s, input_fired_time: 0.0642848015, output_fired_time: 0.0000000000, propagate_forward_time: 4.3232016563, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3872876167
validation[          , genome  3065] predictions:    9591/  10000 (95.91%), best:    9608/10000 (96.08%), error:      1411.55640, best error:      1331.99060 on epoch:    66, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 56.7793312073s, input_fired_time: 0.4950703382, output_fired_time: 0.4444744587, propagate_forward_time: 21.4954319000, propagate_backward_time: 32.2392578125, weight_update_time: 0.1104971096, other_time: 2.1050949097
epoch time: 4.7570219040s, input_fired_time: 0.0638931096, output_fired_time: 0.0000000000, propagate_forward_time: 4.3148517609, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3782768250
validation[          , genome  3065] predictions:    9560/  10000 (95.60%), best:    9608/10000 (96.08%), error:      1464.79321, best error:      1331.99060 on epoch:    66, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 56.2938919067s, input_fired_time: 0.5028335452, output_fired_time: 0.4370070994, propagate_forward_time: 21.3342018127, propagate_backward_time: 31.8429203033, weight_update_time: 0.1125965789, other_time: 2.1769275665
epoch time: 4.7410974503s, input_fired_time: 0.0635560825, output_fired_time: 0.0000000000, propagate_forward_time: 4.2924027443, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3851385117
validation[          , genome  3065] predictions:    9594/  10000 (95.94%), best:    9608/10000 (96.08%), error:      1377.27515, best error:      1331.99060 on epoch:    66, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 56.6443328857s, input_fired_time: 0.4997001886, output_fired_time: 0.4432686269, propagate_forward_time: 21.4525699615, propagate_backward_time: 32.1071586609, weight_update_time: 0.1114113107, other_time: 2.1416358948
epoch time: 4.7094035149s, input_fired_time: 0.0635133386, output_fired_time: 0.0000000000, propagate_forward_time: 4.2694988251, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3763914108
validation[          , genome  3065] predictions:    9576/  10000 (95.76%), best:    9608/10000 (96.08%), error:      1384.35840, best error:      1331.99060 on epoch:    66, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 56.6580352783s, input_fired_time: 0.4994128346, output_fired_time: 0.4430634677, propagate_forward_time: 21.4632492065, propagate_backward_time: 32.1351013184, weight_update_time: 0.1120776087, other_time: 2.1172103882
epoch time: 4.7289648056s, input_fired_time: 0.0636064783, output_fired_time: 0.0000000000, propagate_forward_time: 4.2854557037, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3799028397
validation[          , genome  3065] predictions:    9572/  10000 (95.72%), best:    9608/10000 (96.08%), error:      1397.13220, best error:      1331.99060 on epoch:    66, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 56.5187492371s, input_fired_time: 0.4992531836, output_fired_time: 0.4390242100, propagate_forward_time: 21.3672695160, propagate_backward_time: 32.0741691589, weight_update_time: 0.1108013541, other_time: 2.1390342712
epoch time: 4.7533979416s, input_fired_time: 0.0649050325, output_fired_time: 0.0000000000, propagate_forward_time: 4.3014526367, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3870401382
validation[          , genome  3065] predictions:    9560/  10000 (95.60%), best:    9608/10000 (96.08%), error:      1534.82581, best error:      1331.99060 on epoch:    66, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 56.6868057251s, input_fired_time: 0.4981799126, output_fired_time: 0.4404830933, propagate_forward_time: 21.4913864136, propagate_backward_time: 32.1396789551, weight_update_time: 0.1114974990, other_time: 2.1170768738
epoch time: 4.7589464188s, input_fired_time: 0.0645902008, output_fired_time: 0.0000000000, propagate_forward_time: 4.3094663620, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3848900795
validation[          , genome  3065] predictions:    9571/  10000 (95.71%), best:    9608/10000 (96.08%), error:      1432.76477, best error:      1331.99060 on epoch:    66, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 56.7192344666s, input_fired_time: 0.5034486651, output_fired_time: 0.4433773160, propagate_forward_time: 21.4404964447, propagate_backward_time: 32.1649665833, weight_update_time: 0.1126166433, other_time: 2.1669425964
epoch time: 4.7373390198s, input_fired_time: 0.0644599125, output_fired_time: 0.0000000000, propagate_forward_time: 4.2895927429, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3832864761
validation[          , genome  3065] predictions:    9584/  10000 (95.84%), best:    9608/10000 (96.08%), error:      1411.73279, best error:      1331.99060 on epoch:    66, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 56.8661842346s, input_fired_time: 0.5048515201, output_fired_time: 0.4407155216, propagate_forward_time: 21.5341930389, propagate_backward_time: 32.2052268982, weight_update_time: 0.1127692312, other_time: 2.1811943054
epoch time: 4.7271904945s, input_fired_time: 0.0643343329, output_fired_time: 0.0000000000, propagate_forward_time: 4.2771906853, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3856654167
validation[          , genome  3065] predictions:    9557/  10000 (95.57%), best:    9608/10000 (96.08%), error:      1421.42688, best error:      1331.99060 on epoch:    66, 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: 23.8374748230s, input_fired_time: 0.3150809109, output_fired_time: 0.0000000000, propagate_forward_time: 21.5633811951, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9590129852
best training[          , genome  3065] predictions:   48738/  50000 (97.48%), best:    9608/10000 (96.08%), error:      4636.05762, best error:      1331.99060 on epoch:    66, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 4.7529578209s, input_fired_time: 0.0624215417, output_fired_time: 0.0000000000, propagate_forward_time: 4.3141789436, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3763575554
   testing[          , genome  3065] predictions:    9631/  10000 (96.31%), best:    9608/10000 (96.08%), error:      1195.96533, best error:      1331.99060 on epoch:    66, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
12:41:07 (5100): called boinc_finish(0)

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