Nameexact_genome_1512568488_45_5532_1
Workunit2598899
Created7 Dec 2017, 15:13:28 UTC
Sent7 Dec 2017, 15:17:08 UTC
Report deadline14 Dec 2017, 14:31:28 UTC
Received8 Dec 2017, 17:46:54 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57927
Run time3 hours 17 min 40 sec
CPU time3 hours 17 min 3 sec
Validate stateValid
Credit1,742.07
Device peak FLOPS3.39 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size150.39 MB
Peak swap size152.26 MB
Peak disk usage1.08 MB

Stderr output

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

epoch time: 110.1480407715s, input_fired_time: 1.0004928112, output_fired_time: 0.8629195690, propagate_forward_time: 40.2535400391, propagate_backward_time: 65.6836929321, weight_update_time: 0.1329935938, other_time: 2.3473892212
epoch time: 8.4156713486s, input_fired_time: 0.1082211956, output_fired_time: 0.0000000000, propagate_forward_time: 7.9253344536, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3821158409
validation[          , genome  5532] predictions:    9656/  10000 (96.56%), best:    9687/10000 (96.87%), error:      1093.88757, best error:      1052.71155 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 108.3220138550s, input_fired_time: 0.9850093126, output_fired_time: 0.8063573837, propagate_forward_time: 40.0760040283, propagate_backward_time: 64.3323822021, weight_update_time: 0.1283993721, other_time: 2.1222610474
epoch time: 8.4992246628s, input_fired_time: 0.1076413691, output_fired_time: 0.0000000000, propagate_forward_time: 8.0079765320, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3836069107
validation[          , genome  5532] predictions:    9675/  10000 (96.75%), best:    9687/10000 (96.87%), error:      1086.04138, best error:      1052.71155 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 108.2023239136s, input_fired_time: 0.9830755591, output_fired_time: 0.8062911034, propagate_forward_time: 40.0146408081, propagate_backward_time: 64.2851791382, weight_update_time: 0.1279731691, other_time: 2.1131362915
epoch time: 8.4962959290s, input_fired_time: 0.1079772487, output_fired_time: 0.0000000000, propagate_forward_time: 8.0060033798, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3823156357
validation[          , genome  5532] predictions:    9670/  10000 (96.70%), best:    9687/10000 (96.87%), error:      1113.76270, best error:      1052.71155 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 108.1722183228s, input_fired_time: 0.9850843549, output_fired_time: 0.8047371507, propagate_forward_time: 40.0147628784, propagate_backward_time: 64.2516555786, weight_update_time: 0.1278346032, other_time: 2.1159744263
epoch time: 8.5047588348s, input_fired_time: 0.1094367430, output_fired_time: 0.0000000000, propagate_forward_time: 8.0127725601, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3825492859
validation[          , genome  5532] predictions:    9695/  10000 (96.95%), best:    9695/10000 (96.95%), error:       976.40448, best error:       976.40448 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 108.1461944580s, input_fired_time: 0.9863075614, output_fired_time: 0.8029811978, propagate_forward_time: 40.0361061096, propagate_backward_time: 64.2020568848, weight_update_time: 0.1280542016, other_time: 2.1187438965
epoch time: 8.4956789017s, input_fired_time: 0.1091017276, output_fired_time: 0.0000000000, propagate_forward_time: 8.0037450790, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3828325272
validation[          , genome  5532] predictions:    9692/  10000 (96.92%), best:    9695/10000 (96.95%), error:      1028.25415, best error:       976.40448 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 108.0703277588s, input_fired_time: 0.9859621525, output_fired_time: 0.8037459254, propagate_forward_time: 40.0010948181, propagate_backward_time: 64.1637725830, weight_update_time: 0.1277011782, other_time: 2.1157531738
epoch time: 8.4944686890s, input_fired_time: 0.1090471521, output_fired_time: 0.0000000000, propagate_forward_time: 8.0050268173, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3803949356
validation[          , genome  5532] predictions:    9682/  10000 (96.82%), best:    9695/10000 (96.95%), error:      1159.58850, best error:       976.40448 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 108.6263656616s, input_fired_time: 0.9993846416, output_fired_time: 0.8094668984, propagate_forward_time: 40.2036705017, propagate_backward_time: 64.4952468872, weight_update_time: 0.1277604699, other_time: 2.1185989380
epoch time: 8.5765151978s, input_fired_time: 0.1108250543, output_fired_time: 0.0000000000, propagate_forward_time: 8.0747747421, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3909158707
validation[          , genome  5532] predictions:    9684/  10000 (96.84%), best:    9695/10000 (96.95%), error:      1035.04773, best error:       976.40448 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 112.0320358276s, input_fired_time: 1.0274240971, output_fired_time: 0.8904576302, propagate_forward_time: 40.5805892944, propagate_backward_time: 67.0690765381, weight_update_time: 0.1372991949, other_time: 2.4644851685
epoch time: 8.7384204865s, input_fired_time: 0.1115835309, output_fired_time: 0.0000000000, propagate_forward_time: 8.1727323532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4541044235
validation[          , genome  5532] predictions:    9672/  10000 (96.72%), best:    9695/10000 (96.95%), error:      1095.11768, best error:       976.40448 on epoch:    17, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 107.7820968628s, input_fired_time: 0.9838190079, output_fired_time: 0.8055669665, propagate_forward_time: 39.8017730713, propagate_backward_time: 64.0649185181, weight_update_time: 0.1272217035, other_time: 2.1260223389
epoch time: 8.5002994537s, input_fired_time: 0.1088911146, output_fired_time: 0.0000000000, propagate_forward_time: 8.0077571869, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3836507797
validation[          , genome  5532] predictions:    9687/  10000 (96.87%), best:    9695/10000 (96.95%), error:      1022.28528, best error:       976.40448 on epoch:    17, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 108.2909774780s, input_fired_time: 0.9913769364, output_fired_time: 0.8035344481, propagate_forward_time: 40.0274391174, propagate_backward_time: 64.3412551880, weight_update_time: 0.1335340440, other_time: 2.1273727417
epoch time: 8.6259737015s, input_fired_time: 0.1113274097, output_fired_time: 0.0000000000, propagate_forward_time: 8.1328191757, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3818273544
validation[          , genome  5532] predictions:    9664/  10000 (96.64%), best:    9695/10000 (96.95%), error:      1119.10876, best error:       976.40448 on epoch:    17, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 108.4205627441s, input_fired_time: 0.9896138310, output_fired_time: 0.8090590239, propagate_forward_time: 40.1341629028, propagate_backward_time: 64.3705444336, weight_update_time: 0.1283965260, other_time: 2.1171798706
epoch time: 8.5147218704s, input_fired_time: 0.1086723953, output_fired_time: 0.0000000000, propagate_forward_time: 8.0248842239, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3811655045
validation[          , genome  5532] predictions:    9664/  10000 (96.64%), best:    9695/10000 (96.95%), error:      1119.88965, best error:       976.40448 on epoch:    17, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 108.3444595337s, input_fired_time: 0.9911579490, output_fired_time: 0.8086643219, propagate_forward_time: 40.0943603516, propagate_backward_time: 64.3354644775, weight_update_time: 0.1282947063, other_time: 2.1148147583
epoch time: 8.5019950867s, input_fired_time: 0.1098161340, output_fired_time: 0.0000000000, propagate_forward_time: 8.0098686218, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3823099136
validation[          , genome  5532] predictions:    9690/  10000 (96.90%), best:    9695/10000 (96.95%), error:      1034.89490, best error:       976.40448 on epoch:    17, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 108.1765594482s, input_fired_time: 0.9919021130, output_fired_time: 0.8089413047, propagate_forward_time: 40.0173873901, propagate_backward_time: 64.2433319092, weight_update_time: 0.1279973835, other_time: 2.1149902344
epoch time: 8.4966316223s, input_fired_time: 0.1093370840, output_fired_time: 0.0000000000, propagate_forward_time: 8.0038318634, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3834629059
validation[          , genome  5532] predictions:    9661/  10000 (96.61%), best:    9695/10000 (96.95%), error:      1049.21228, best error:       976.40448 on epoch:    17, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 108.4813842773s, input_fired_time: 0.9925067425, output_fired_time: 0.8081598282, propagate_forward_time: 40.1686973572, propagate_backward_time: 64.3939208984, weight_update_time: 0.1280634403, other_time: 2.1181030273
epoch time: 8.5107612610s, input_fired_time: 0.1102018431, output_fired_time: 0.0000000000, propagate_forward_time: 8.0181903839, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3823690414
validation[          , genome  5532] predictions:    9695/  10000 (96.95%), best:    9695/10000 (96.95%), error:      1064.09155, best error:       976.40448 on epoch:    17, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 109.2882003784s, input_fired_time: 1.0003839731, output_fired_time: 0.8270903826, propagate_forward_time: 40.1661186218, propagate_backward_time: 65.0787582397, weight_update_time: 0.1293631792, other_time: 2.2158584595
epoch time: 8.6410264969s, input_fired_time: 0.1108863577, output_fired_time: 0.0000000000, propagate_forward_time: 8.0748252869, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4553146362
validation[          , genome  5532] predictions:    9667/  10000 (96.67%), best:    9695/10000 (96.95%), error:      1109.95032, best error:       976.40448 on epoch:    17, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 108.2089157104s, input_fired_time: 0.9842216372, output_fired_time: 0.8038824797, propagate_forward_time: 40.0064697266, propagate_backward_time: 64.2751235962, weight_update_time: 0.1276389956, other_time: 2.1392211914
epoch time: 8.4556570053s, input_fired_time: 0.1095224768, output_fired_time: 0.0000000000, propagate_forward_time: 7.9648227692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3813114166
validation[          , genome  5532] predictions:    9711/  10000 (97.11%), best:    9711/10000 (97.11%), error:       967.37488, best error:       967.37488 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 107.6194229126s, input_fired_time: 0.9865429401, output_fired_time: 0.8061504364, propagate_forward_time: 39.7467422485, propagate_backward_time: 63.9666976929, weight_update_time: 0.1269944012, other_time: 2.1132888794
epoch time: 8.4789113998s, input_fired_time: 0.1103923097, output_fired_time: 0.0000000000, propagate_forward_time: 7.9854679108, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3830509186
validation[          , genome  5532] predictions:    9705/  10000 (97.05%), best:    9711/10000 (97.11%), error:      1012.38702, best error:       967.37488 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 108.2148742676s, input_fired_time: 0.9939587116, output_fired_time: 0.8066589236, propagate_forward_time: 39.9503784180, propagate_backward_time: 64.3441314697, weight_update_time: 0.1276920587, other_time: 2.1197509766
epoch time: 8.4541559219s, input_fired_time: 0.1092514247, output_fired_time: 0.0000000000, propagate_forward_time: 7.9632086754, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3816962242
validation[          , genome  5532] predictions:    9727/  10000 (97.27%), best:    9727/10000 (97.27%), error:       926.56622, best error:       926.56622 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 108.6903686523s, input_fired_time: 1.0016452074, output_fired_time: 0.8023014069, propagate_forward_time: 40.1421966553, propagate_backward_time: 64.5690536499, weight_update_time: 0.1269048750, other_time: 2.1751708984
epoch time: 8.4812221527s, input_fired_time: 0.1103346050, output_fired_time: 0.0000000000, propagate_forward_time: 7.9884996414, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3823881149
validation[          , genome  5532] predictions:    9690/  10000 (96.90%), best:    9727/10000 (97.27%), error:      1031.70654, best error:       926.56622 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 107.1357269287s, input_fired_time: 0.9824399948, output_fired_time: 0.7985846400, propagate_forward_time: 39.6060028076, propagate_backward_time: 63.6384162903, weight_update_time: 0.1263831556, other_time: 2.1102867126
epoch time: 8.4065446854s, input_fired_time: 0.1094635203, output_fired_time: 0.0000000000, propagate_forward_time: 7.9171571732, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3799238205
validation[          , genome  5532] predictions:    9642/  10000 (96.42%), best:    9727/10000 (97.27%), error:      1164.16223, best error:       926.56622 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 107.1720199585s, input_fired_time: 0.9828103185, output_fired_time: 0.8043784499, propagate_forward_time: 39.6147193909, propagate_backward_time: 63.6593017578, weight_update_time: 0.1266018301, other_time: 2.1108093262
epoch time: 8.4108219147s, input_fired_time: 0.1105694547, output_fired_time: 0.0000000000, propagate_forward_time: 7.9187731743, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3814797401
validation[          , genome  5532] predictions:    9729/  10000 (97.29%), best:    9729/10000 (97.29%), error:       893.05939, best error:       893.05939 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 107.4918365479s, input_fired_time: 0.9936882257, output_fired_time: 0.8019183874, propagate_forward_time: 39.7341537476, propagate_backward_time: 63.8416748047, weight_update_time: 0.1269011647, other_time: 2.1203994751
epoch time: 8.4493179321s, input_fired_time: 0.1100841016, output_fired_time: 0.0000000000, propagate_forward_time: 7.9588999748, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3803334236
validation[          , genome  5532] predictions:    9698/  10000 (96.98%), best:    9729/10000 (97.29%), error:       968.91968, best error:       893.05939 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 107.7537078857s, input_fired_time: 0.9850110412, output_fired_time: 0.8029709458, propagate_forward_time: 39.8199424744, propagate_backward_time: 64.0311584473, weight_update_time: 0.1269504875, other_time: 2.1146240234
epoch time: 8.5181369781s, input_fired_time: 0.1109310612, output_fired_time: 0.0000000000, propagate_forward_time: 8.0216255188, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3855800629
validation[          , genome  5532] predictions:    9713/  10000 (97.13%), best:    9729/10000 (97.29%), error:       933.63660, best error:       893.05939 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 108.2781829834s, input_fired_time: 0.9914757013, output_fired_time: 0.8084725142, propagate_forward_time: 40.0516586304, propagate_backward_time: 64.3068695068, weight_update_time: 0.1282019019, other_time: 2.1197052002
epoch time: 8.4222469330s, input_fired_time: 0.1111474484, output_fired_time: 0.0000000000, propagate_forward_time: 7.9299979210, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3811011314
validation[          , genome  5532] predictions:    9668/  10000 (96.68%), best:    9729/10000 (97.29%), error:      1099.85999, best error:       893.05939 on epoch:    34, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 107.3154602051s, input_fired_time: 0.9861845374, output_fired_time: 0.8055254817, propagate_forward_time: 39.6352577209, propagate_backward_time: 63.7791938782, weight_update_time: 0.1266479641, other_time: 2.1092948914
epoch time: 8.4223728180s, input_fired_time: 0.1108478680, output_fired_time: 0.0000000000, propagate_forward_time: 7.9315872192, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3799381256
validation[          , genome  5532] predictions:    9742/  10000 (97.42%), best:    9729/10000 (97.29%), error:       897.34509, best error:       893.05939 on epoch:    34, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 107.8400192261s, input_fired_time: 1.0018852949, output_fired_time: 0.8026719093, propagate_forward_time: 39.8413848877, propagate_backward_time: 64.0670166016, weight_update_time: 0.1269060820, other_time: 2.1270599365
epoch time: 8.4312791824s, input_fired_time: 0.1110062450, output_fired_time: 0.0000000000, propagate_forward_time: 7.9367876053, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3834857941
validation[          , genome  5532] predictions:    9703/  10000 (97.03%), best:    9729/10000 (97.29%), error:       986.38202, best error:       893.05939 on epoch:    34, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 107.3916091919s, input_fired_time: 0.9861283302, output_fired_time: 0.8004949689, propagate_forward_time: 39.6821937561, propagate_backward_time: 63.8063735962, weight_update_time: 0.1269793808, other_time: 2.1164169312
epoch time: 8.4238586426s, input_fired_time: 0.1097718775, output_fired_time: 0.0000000000, propagate_forward_time: 7.9321088791, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3819780350
validation[          , genome  5532] predictions:    9717/  10000 (97.17%), best:    9729/10000 (97.29%), error:       939.54187, best error:       893.05939 on epoch:    34, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 108.6857376099s, input_fired_time: 0.9914256334, output_fired_time: 0.8044818044, propagate_forward_time: 40.2020454407, propagate_backward_time: 64.5697021484, weight_update_time: 0.1268038750, other_time: 2.1180877686
epoch time: 8.4893970490s, input_fired_time: 0.1106959209, output_fired_time: 0.0000000000, propagate_forward_time: 7.9980583191, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3806428909
validation[          , genome  5532] predictions:    9681/  10000 (96.81%), best:    9729/10000 (97.29%), error:      1045.26843, best error:       893.05939 on epoch:    34, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 108.8643035889s, input_fired_time: 1.0131971836, output_fired_time: 0.7997525334, propagate_forward_time: 40.2854957581, propagate_backward_time: 64.6390914917, weight_update_time: 0.1275607497, other_time: 2.1267623901
epoch time: 8.5374927521s, input_fired_time: 0.1108835638, output_fired_time: 0.0000000000, propagate_forward_time: 8.0339441299, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3926649094
validation[          , genome  5532] predictions:    9726/  10000 (97.26%), best:    9726/10000 (97.26%), error:       884.26996, best error:       884.26996 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 107.8446655273s, input_fired_time: 0.9912089109, output_fired_time: 0.8026053905, propagate_forward_time: 39.8281326294, propagate_backward_time: 64.1024551392, weight_update_time: 0.1273489296, other_time: 2.1202621460
epoch time: 8.4200706482s, input_fired_time: 0.1112835556, output_fired_time: 0.0000000000, propagate_forward_time: 7.9264583588, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3823289871
validation[          , genome  5532] predictions:    9733/  10000 (97.33%), best:    9726/10000 (97.26%), error:       922.51666, best error:       884.26996 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 107.3555145264s, input_fired_time: 0.9855019450, output_fired_time: 0.8035736084, propagate_forward_time: 39.6347503662, propagate_backward_time: 63.8152084351, weight_update_time: 0.1269033700, other_time: 2.1164779663
epoch time: 8.4148302078s, input_fired_time: 0.1105951816, output_fired_time: 0.0000000000, propagate_forward_time: 7.9231758118, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3810596466
validation[          , genome  5532] predictions:    9746/  10000 (97.46%), best:    9726/10000 (97.26%), error:       918.03912, best error:       884.26996 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 108.1494369507s, input_fired_time: 0.9917452335, output_fired_time: 0.8075352907, propagate_forward_time: 40.1491584778, propagate_backward_time: 64.0548095703, weight_update_time: 0.1273945868, other_time: 2.1461944580
epoch time: 8.5474929810s, input_fired_time: 0.1115156487, output_fired_time: 0.0000000000, propagate_forward_time: 8.0511550903, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3848218918
validation[          , genome  5532] predictions:    9695/  10000 (96.95%), best:    9726/10000 (97.26%), error:      1023.98291, best error:       884.26996 on epoch:    42, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 108.6045303345s, input_fired_time: 0.9961096048, output_fired_time: 0.8050868511, propagate_forward_time: 40.2368927002, propagate_backward_time: 64.4503326416, weight_update_time: 0.1284978986, other_time: 2.1161117554
epoch time: 8.5412273407s, input_fired_time: 0.1101042777, output_fired_time: 0.0000000000, propagate_forward_time: 8.0488300323, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3822927475
validation[          , genome  5532] predictions:    9706/  10000 (97.06%), best:    9726/10000 (97.26%), error:      1058.41443, best error:       884.26996 on epoch:    42, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 108.6232452393s, input_fired_time: 0.9942607880, output_fired_time: 0.8044137359, propagate_forward_time: 40.2495002747, propagate_backward_time: 64.4652404785, weight_update_time: 0.1276659071, other_time: 2.1098327637
epoch time: 8.5640859604s, input_fired_time: 0.1105990410, output_fired_time: 0.0000000000, propagate_forward_time: 8.0639181137, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3895692825
validation[          , genome  5532] predictions:    9674/  10000 (96.74%), best:    9726/10000 (97.26%), error:      1062.46655, best error:       884.26996 on epoch:    42, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 108.5116424561s, input_fired_time: 0.9934022427, output_fired_time: 0.8009815216, propagate_forward_time: 40.1421089172, propagate_backward_time: 64.4597244263, weight_update_time: 0.1268484145, other_time: 2.1154251099
epoch time: 8.5598020554s, input_fired_time: 0.1123870537, output_fired_time: 0.0000000000, propagate_forward_time: 8.0581378937, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3892774582
validation[          , genome  5532] predictions:    9701/  10000 (97.01%), best:    9726/10000 (97.26%), error:      1029.89478, best error:       884.26996 on epoch:    42, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 108.4217910767s, input_fired_time: 0.9965144992, output_fired_time: 0.8048906922, propagate_forward_time: 40.1476593018, propagate_backward_time: 64.3539199829, weight_update_time: 0.1278420240, other_time: 2.1188049316
epoch time: 8.5229225159s, input_fired_time: 0.1109857708, output_fired_time: 0.0000000000, propagate_forward_time: 8.0301561356, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3817806244
validation[          , genome  5532] predictions:    9735/  10000 (97.35%), best:    9726/10000 (97.26%), error:       901.06256, best error:       884.26996 on epoch:    42, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 108.4961318970s, input_fired_time: 0.9989638925, output_fired_time: 0.8036538959, propagate_forward_time: 40.1588287354, propagate_backward_time: 64.4195098877, weight_update_time: 0.1279078722, other_time: 2.1151733398
epoch time: 8.4750490189s, input_fired_time: 0.1110514402, output_fired_time: 0.0000000000, propagate_forward_time: 7.9819149971, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3820824623
validation[          , genome  5532] predictions:    9728/  10000 (97.28%), best:    9726/10000 (97.26%), error:       949.21704, best error:       884.26996 on epoch:    42, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 107.9960556030s, input_fired_time: 1.0132366419, output_fired_time: 0.8060737848, propagate_forward_time: 39.8658447266, propagate_backward_time: 64.1984710693, weight_update_time: 0.1268862486, other_time: 2.1124267578
epoch time: 8.5041589737s, input_fired_time: 0.1118468866, output_fired_time: 0.0000000000, propagate_forward_time: 8.0106706619, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3816413879
validation[          , genome  5532] predictions:    9722/  10000 (97.22%), best:    9726/10000 (97.26%), error:       911.35303, best error:       884.26996 on epoch:    42, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 108.4922790527s, input_fired_time: 0.9983556867, output_fired_time: 0.8042623997, propagate_forward_time: 40.1966743469, propagate_backward_time: 64.3739318848, weight_update_time: 0.1280699223, other_time: 2.1190643311
epoch time: 8.5492153168s, input_fired_time: 0.1111668944, output_fired_time: 0.0000000000, propagate_forward_time: 8.0566596985, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3813886642
validation[          , genome  5532] predictions:    9616/  10000 (96.16%), best:    9726/10000 (97.26%), error:      1206.35486, best error:       884.26996 on epoch:    42, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 108.5165557861s, input_fired_time: 0.9997041821, output_fired_time: 0.8064224720, propagate_forward_time: 40.1201210022, propagate_backward_time: 64.4682159424, weight_update_time: 0.1280381978, other_time: 2.1221008301
epoch time: 8.5145683289s, input_fired_time: 0.1115913838, output_fired_time: 0.0000000000, propagate_forward_time: 8.0208539963, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3821229935
validation[          , genome  5532] predictions:    9730/  10000 (97.30%), best:    9726/10000 (97.26%), error:       895.08990, best error:       884.26996 on epoch:    42, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 108.4053649902s, input_fired_time: 0.9993974566, output_fired_time: 0.8063363433, propagate_forward_time: 40.0765495300, propagate_backward_time: 64.4031219482, weight_update_time: 0.1286222190, other_time: 2.1199645996
epoch time: 8.5020122528s, input_fired_time: 0.1111700088, output_fired_time: 0.0000000000, propagate_forward_time: 8.0089464188, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3818960190
validation[          , genome  5532] predictions:    9720/  10000 (97.20%), best:    9726/10000 (97.26%), error:       934.23590, best error:       884.26996 on epoch:    42, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 108.2266235352s, input_fired_time: 0.9933577776, output_fired_time: 0.8021734953, propagate_forward_time: 40.0639533997, propagate_backward_time: 64.2462158203, weight_update_time: 0.1270639598, other_time: 2.1209259033
epoch time: 8.6717920303s, input_fired_time: 0.1116896495, output_fired_time: 0.0000000000, propagate_forward_time: 8.1775293350, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3825731277
validation[          , genome  5532] predictions:    9709/  10000 (97.09%), best:    9726/10000 (97.26%), error:       948.68378, best error:       884.26996 on epoch:    42, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 108.3409042358s, input_fired_time: 0.9965416789, output_fired_time: 0.7994645238, propagate_forward_time: 40.0587921143, propagate_backward_time: 64.3590316772, weight_update_time: 0.1284250915, other_time: 2.1270751953
epoch time: 8.5176706314s, input_fired_time: 0.1119195297, output_fired_time: 0.0000000000, propagate_forward_time: 8.0253515244, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3803997040
validation[          , genome  5532] predictions:    9680/  10000 (96.80%), best:    9726/10000 (97.26%), error:       982.50861, best error:       884.26996 on epoch:    42, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 108.2789611816s, input_fired_time: 0.9979295135, output_fired_time: 0.8099133372, propagate_forward_time: 40.0530929565, propagate_backward_time: 64.3106155396, weight_update_time: 0.1278365999, other_time: 2.1074066162
epoch time: 8.4197454453s, input_fired_time: 0.1091077626, output_fired_time: 0.0000000000, propagate_forward_time: 7.9299073219, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3807301521
validation[          , genome  5532] predictions:    9706/  10000 (97.06%), best:    9726/10000 (97.26%), error:       957.58472, best error:       884.26996 on epoch:    42, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 107.8218612671s, input_fired_time: 0.9916073084, output_fired_time: 0.8006052375, propagate_forward_time: 39.8191337585, propagate_backward_time: 64.0726928711, weight_update_time: 0.1269337237, other_time: 2.1378173828
epoch time: 8.4528436661s, input_fired_time: 0.1108461618, output_fired_time: 0.0000000000, propagate_forward_time: 7.9607362747, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3812608719
validation[          , genome  5532] predictions:    9738/  10000 (97.38%), best:    9726/10000 (97.26%), error:       888.84515, best error:       884.26996 on epoch:    42, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 107.7119903564s, input_fired_time: 0.9920065999, output_fired_time: 0.8014023304, propagate_forward_time: 39.8792762756, propagate_backward_time: 63.9253921509, weight_update_time: 0.1264323145, other_time: 2.1139144897
epoch time: 8.4188938141s, input_fired_time: 0.1109598503, output_fired_time: 0.0000000000, propagate_forward_time: 7.9282479286, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3796858788
validation[          , genome  5532] predictions:    9705/  10000 (97.05%), best:    9726/10000 (97.26%), error:       928.95734, best error:       884.26996 on epoch:    42, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 108.5719375610s, input_fired_time: 1.0050618649, output_fired_time: 0.8273150325, propagate_forward_time: 39.8822021484, propagate_backward_time: 64.6473388672, weight_update_time: 0.1292755306, other_time: 2.2100219727
epoch time: 8.6350898743s, input_fired_time: 0.1137344241, output_fired_time: 0.0000000000, propagate_forward_time: 8.0720720291, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4492835999
validation[          , genome  5532] predictions:    9690/  10000 (96.90%), best:    9726/10000 (97.26%), error:       962.79431, best error:       884.26996 on epoch:    42, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 109.0507125854s, input_fired_time: 1.0057083368, output_fired_time: 0.8423520327, propagate_forward_time: 40.2319526672, propagate_backward_time: 64.7389068604, weight_update_time: 0.1500291377, other_time: 2.2317962646
epoch time: 8.4528474808s, input_fired_time: 0.1114426926, output_fired_time: 0.0000000000, propagate_forward_time: 7.9607620239, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3806428909
validation[          , genome  5532] predictions:    9756/  10000 (97.56%), best:    9756/10000 (97.56%), error:       856.71674, best error:       856.71674 on epoch:    61, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 108.1138458252s, input_fired_time: 0.9981215596, output_fired_time: 0.8019838333, propagate_forward_time: 40.0492935181, propagate_backward_time: 64.1502075195, weight_update_time: 0.1273105592, other_time: 2.1142349243
epoch time: 8.5277109146s, input_fired_time: 0.1129977107, output_fired_time: 0.0000000000, propagate_forward_time: 8.0322732925, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3824396133
validation[          , genome  5532] predictions:    9730/  10000 (97.30%), best:    9756/10000 (97.56%), error:       898.76868, best error:       856.71674 on epoch:    61, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 108.5274658203s, input_fired_time: 1.0048528910, output_fired_time: 0.8042959571, propagate_forward_time: 40.2003288269, propagate_backward_time: 64.3943023682, weight_update_time: 0.1278392673, other_time: 2.1236877441
epoch time: 8.6026506424s, input_fired_time: 0.1124695763, output_fired_time: 0.0000000000, propagate_forward_time: 8.1087083817, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3814725876
validation[          , genome  5532] predictions:    9723/  10000 (97.23%), best:    9756/10000 (97.56%), error:       869.63153, best error:       856.71674 on epoch:    61, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 110.1462631226s, input_fired_time: 1.0171297789, output_fired_time: 0.8346021771, propagate_forward_time: 40.3314857483, propagate_backward_time: 65.7025299072, weight_update_time: 0.1320238709, other_time: 2.2605133057
epoch time: 8.5340642929s, input_fired_time: 0.1124757081, output_fired_time: 0.0000000000, propagate_forward_time: 8.0258684158, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3957204819
validation[          , genome  5532] predictions:    9709/  10000 (97.09%), best:    9756/10000 (97.56%), error:      1010.75427, best error:       856.71674 on epoch:    61, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 109.7957229614s, input_fired_time: 1.0160633326, output_fired_time: 0.8366191387, propagate_forward_time: 40.2830200195, propagate_backward_time: 65.4203948975, weight_update_time: 0.1316299587, other_time: 2.2396316528
epoch time: 8.5067758560s, input_fired_time: 0.1117628291, output_fired_time: 0.0000000000, propagate_forward_time: 8.0124101639, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3826026917
validation[          , genome  5532] predictions:    9721/  10000 (97.21%), best:    9756/10000 (97.56%), error:       958.65808, best error:       856.71674 on epoch:    61, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 108.3208847046s, input_fired_time: 1.0026133060, output_fired_time: 0.8084493876, propagate_forward_time: 40.0724296570, propagate_backward_time: 64.3247451782, weight_update_time: 0.1280911863, other_time: 2.1126480103
epoch time: 8.5217189789s, input_fired_time: 0.1120456606, output_fired_time: 0.0000000000, propagate_forward_time: 8.0281038284, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3815698624
validation[          , genome  5532] predictions:    9664/  10000 (96.64%), best:    9756/10000 (97.56%), error:      1129.02161, best error:       856.71674 on epoch:    61, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 108.4343566895s, input_fired_time: 1.0053939819, output_fired_time: 0.8044582009, propagate_forward_time: 40.1868247986, propagate_backward_time: 64.3179779053, weight_update_time: 0.1283826232, other_time: 2.1197052002
epoch time: 8.5422897339s, input_fired_time: 0.1128656790, output_fired_time: 0.0000000000, propagate_forward_time: 8.0480861664, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3813381195
validation[          , genome  5532] predictions:    9662/  10000 (96.62%), best:    9756/10000 (97.56%), error:      1134.99756, best error:       856.71674 on epoch:    61, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 108.6338806152s, input_fired_time: 1.0261951685, output_fired_time: 0.8048274517, propagate_forward_time: 40.4083976746, propagate_backward_time: 64.2645645142, weight_update_time: 0.1278032064, other_time: 2.1299057007
epoch time: 8.4312677383s, input_fired_time: 0.1123950407, output_fired_time: 0.0000000000, propagate_forward_time: 7.9365406036, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3823318481
validation[          , genome  5532] predictions:    9523/  10000 (95.23%), best:    9756/10000 (97.56%), error:      1504.06970, best error:       856.71674 on epoch:    61, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 107.8989410400s, input_fired_time: 0.9981110096, output_fired_time: 0.8031625152, propagate_forward_time: 39.8518676758, propagate_backward_time: 64.1268768311, weight_update_time: 0.1267172545, other_time: 2.1189270020
epoch time: 8.7268791199s, input_fired_time: 0.1259208769, output_fired_time: 0.0000000000, propagate_forward_time: 8.2098598480, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3910980225
validation[          , genome  5532] predictions:    9749/  10000 (97.49%), best:    9749/10000 (97.49%), error:       856.20752, best error:       856.20752 on epoch:    69, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 108.1285171509s, input_fired_time: 1.0011388063, output_fired_time: 0.8058072329, propagate_forward_time: 39.9176177979, propagate_backward_time: 64.2678298950, weight_update_time: 0.1274976581, other_time: 2.1361236572
epoch time: 8.4258155823s, input_fired_time: 0.1122855693, output_fired_time: 0.0000000000, propagate_forward_time: 7.9322538376, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3812761307
validation[          , genome  5532] predictions:    9720/  10000 (97.20%), best:    9749/10000 (97.49%), error:       994.71661, best error:       856.20752 on epoch:    69, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 107.3409957886s, input_fired_time: 0.9961973429, output_fired_time: 0.8053608537, propagate_forward_time: 39.6763114929, propagate_backward_time: 63.7515907288, weight_update_time: 0.1270477623, other_time: 2.1115379333
epoch time: 8.4177570343s, input_fired_time: 0.1105019897, output_fired_time: 0.0000000000, propagate_forward_time: 7.9225358963, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3847188950
validation[          , genome  5532] predictions:    9696/  10000 (96.96%), best:    9749/10000 (97.49%), error:      1015.84290, best error:       856.20752 on epoch:    69, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 110.1033020020s, input_fired_time: 1.0236635208, output_fired_time: 0.8551319242, propagate_forward_time: 40.2603950500, propagate_backward_time: 65.6428756714, weight_update_time: 0.1325198859, other_time: 2.3212356567
epoch time: 8.6375999451s, input_fired_time: 0.1148285419, output_fired_time: 0.0000000000, propagate_forward_time: 8.0699653625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4528064728
validation[          , genome  5532] predictions:    9725/  10000 (97.25%), best:    9749/10000 (97.49%), error:       904.45331, best error:       856.20752 on epoch:    69, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 109.9246139526s, input_fired_time: 1.0419111252, output_fired_time: 0.8973433375, propagate_forward_time: 40.1621627808, propagate_backward_time: 65.5341567993, weight_update_time: 0.1311886907, other_time: 2.2890396118
epoch time: 8.5541028976s, input_fired_time: 0.1130203679, output_fired_time: 0.0000000000, propagate_forward_time: 8.0596275330, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3814554214
validation[          , genome  5532] predictions:    9695/  10000 (96.95%), best:    9749/10000 (97.49%), error:       965.46698, best error:       856.20752 on epoch:    69, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 108.3601684570s, input_fired_time: 1.0210789442, output_fired_time: 0.8024362922, propagate_forward_time: 40.2437858582, propagate_backward_time: 64.1655654907, weight_update_time: 0.1265397966, other_time: 2.1272964478
epoch time: 8.4170703888s, input_fired_time: 0.1128242537, output_fired_time: 0.0000000000, propagate_forward_time: 7.9222598076, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3819861412
validation[          , genome  5532] predictions:    9732/  10000 (97.32%), best:    9749/10000 (97.49%), error:       915.00708, best error:       856.20752 on epoch:    69, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 108.1879043579s, input_fired_time: 1.0224103928, output_fired_time: 0.8039948940, propagate_forward_time: 40.1148796082, propagate_backward_time: 64.1329574585, weight_update_time: 0.1305351555, other_time: 2.1136703491
epoch time: 8.6203660965s, input_fired_time: 0.1128389388, output_fired_time: 0.0000000000, propagate_forward_time: 8.1204490662, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3870782852
validation[          , genome  5532] predictions:    9715/  10000 (97.15%), best:    9749/10000 (97.49%), error:       917.75281, best error:       856.20752 on epoch:    69, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 108.2463989258s, input_fired_time: 1.0019159317, output_fired_time: 0.8045774698, propagate_forward_time: 40.0400733948, propagate_backward_time: 64.2547302246, weight_update_time: 0.1270062029, other_time: 2.1450958252
epoch time: 8.4642019272s, input_fired_time: 0.1139390916, output_fired_time: 0.0000000000, propagate_forward_time: 7.9688134193, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3814492226
validation[          , genome  5532] predictions:    9700/  10000 (97.00%), best:    9749/10000 (97.49%), error:       982.14709, best error:       856.20752 on epoch:    69, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 109.8697128296s, input_fired_time: 1.0159686804, output_fired_time: 0.8409820199, propagate_forward_time: 40.2771415710, propagate_backward_time: 65.4465637207, weight_update_time: 0.1314912736, other_time: 2.2890625000
epoch time: 8.4234991074s, input_fired_time: 0.1125896871, output_fired_time: 0.0000000000, propagate_forward_time: 7.9292516708, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3816576004
validation[          , genome  5532] predictions:    9727/  10000 (97.27%), best:    9749/10000 (97.49%), error:       920.87103, best error:       856.20752 on epoch:    69, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 108.2922210693s, input_fired_time: 1.0050683022, output_fired_time: 0.8004841805, propagate_forward_time: 40.1071586609, propagate_backward_time: 64.2649383545, weight_update_time: 0.1276171058, other_time: 2.1145782471
epoch time: 8.5422039032s, input_fired_time: 0.1132712513, output_fired_time: 0.0000000000, propagate_forward_time: 8.0476341248, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3812980652
validation[          , genome  5532] predictions:    9728/  10000 (97.28%), best:    9749/10000 (97.49%), error:       940.51477, best error:       856.20752 on epoch:    69, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 107.5061950684s, input_fired_time: 0.9960387945, output_fired_time: 0.8010956049, propagate_forward_time: 39.6770973206, propagate_backward_time: 63.9200401306, weight_update_time: 0.1269195229, other_time: 2.1119270325
epoch time: 8.4063711166s, input_fired_time: 0.1129707471, output_fired_time: 0.0000000000, propagate_forward_time: 7.9055023193, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3878984451
validation[          , genome  5532] predictions:    9715/  10000 (97.15%), best:    9749/10000 (97.49%), error:       945.80475, best error:       856.20752 on epoch:    69, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 108.3935470581s, input_fired_time: 1.0062619448, output_fired_time: 0.8089975715, propagate_forward_time: 39.9776039124, propagate_backward_time: 64.4257125854, weight_update_time: 0.1276620924, other_time: 2.1749649048
epoch time: 8.4396638870s, input_fired_time: 0.1128923371, output_fired_time: 0.0000000000, propagate_forward_time: 7.9458951950, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3808765411
validation[          , genome  5532] predictions:    9727/  10000 (97.27%), best:    9749/10000 (97.49%), error:       862.73547, best error:       856.20752 on epoch:    69, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 108.4185867310s, input_fired_time: 1.0255150795, output_fired_time: 0.8041771650, propagate_forward_time: 39.8504371643, propagate_backward_time: 64.6186752319, weight_update_time: 0.1268089712, other_time: 2.1197891235
epoch time: 8.4628591537s, input_fired_time: 0.1141158193, output_fired_time: 0.0000000000, propagate_forward_time: 7.9662303925, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3825130463
validation[          , genome  5532] predictions:    9697/  10000 (96.97%), best:    9749/10000 (97.49%), error:      1029.89795, best error:       856.20752 on epoch:    69, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 108.4435043335s, input_fired_time: 1.0051871538, output_fired_time: 0.8046596646, propagate_forward_time: 40.0680084229, propagate_backward_time: 64.4137954712, weight_update_time: 0.1275516152, other_time: 2.1518554688
epoch time: 8.5120115280s, input_fired_time: 0.1133775711, output_fired_time: 0.0000000000, propagate_forward_time: 8.0174436569, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3811903000
validation[          , genome  5532] predictions:    9685/  10000 (96.85%), best:    9749/10000 (97.49%), error:      1081.26843, best error:       856.20752 on epoch:    69, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 108.6474685669s, input_fired_time: 1.0087926388, output_fired_time: 0.8054515123, propagate_forward_time: 40.0838508606, propagate_backward_time: 64.6326446533, weight_update_time: 0.1278675050, other_time: 2.1167297363
epoch time: 8.4152269363s, input_fired_time: 0.1123272777, output_fired_time: 0.0000000000, propagate_forward_time: 7.9195742607, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3833250999
validation[          , genome  5532] predictions:    9694/  10000 (96.94%), best:    9749/10000 (97.49%), error:       981.21246, best error:       856.20752 on epoch:    69, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 107.4512329102s, input_fired_time: 0.9991108179, output_fired_time: 0.8028111458, propagate_forward_time: 39.6251068115, propagate_backward_time: 63.9051399231, weight_update_time: 0.1269107759, other_time: 2.1190681458
epoch time: 8.4177551270s, input_fired_time: 0.1131455749, output_fired_time: 0.0000000000, propagate_forward_time: 7.9236521721, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3809571266
validation[          , genome  5532] predictions:    9623/  10000 (96.23%), best:    9749/10000 (97.49%), error:      1141.01001, best error:       856.20752 on epoch:    69, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 107.5721740723s, input_fired_time: 1.0020420551, output_fired_time: 0.8001371026, propagate_forward_time: 39.7660675049, propagate_backward_time: 63.8926353455, weight_update_time: 0.1267568767, other_time: 2.1112861633
epoch time: 8.6605291367s, input_fired_time: 0.1144637614, output_fired_time: 0.0000000000, propagate_forward_time: 8.1587181091, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3873472214
validation[          , genome  5532] predictions:    9709/  10000 (97.09%), best:    9749/10000 (97.49%), error:       938.92896, best error:       856.20752 on epoch:    69, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 107.7959213257s, input_fired_time: 1.0005445480, output_fired_time: 0.8053190112, propagate_forward_time: 39.8267440796, propagate_backward_time: 64.0483245850, weight_update_time: 0.1274803579, other_time: 2.1149902344
epoch time: 8.7384719849s, input_fired_time: 0.1132499948, output_fired_time: 0.0000000000, propagate_forward_time: 8.2410497665, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3841724396
validation[          , genome  5532] predictions:    9631/  10000 (96.31%), best:    9749/10000 (97.49%), error:      1262.53052, best error:       856.20752 on epoch:    69, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 108.6736907959s, input_fired_time: 1.0067024231, output_fired_time: 0.8104652166, propagate_forward_time: 40.2175674438, propagate_backward_time: 64.4949417114, weight_update_time: 0.1272045374, other_time: 2.1440200806
epoch time: 8.5619163513s, input_fired_time: 0.1140144914, output_fired_time: 0.0000000000, propagate_forward_time: 8.0644521713, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3834495544
validation[          , genome  5532] predictions:    9725/  10000 (97.25%), best:    9749/10000 (97.49%), error:       896.48083, best error:       856.20752 on epoch:    69, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 107.7117080688s, input_fired_time: 1.0119787455, output_fired_time: 0.8042365313, propagate_forward_time: 39.9003906250, propagate_backward_time: 63.8867073059, weight_update_time: 0.1267528087, other_time: 2.1083946228
epoch time: 8.4390697479s, input_fired_time: 0.1137050092, output_fired_time: 0.0000000000, propagate_forward_time: 7.9444718361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3808932304
validation[          , genome  5532] predictions:    9715/  10000 (97.15%), best:    9749/10000 (97.49%), error:       909.11707, best error:       856.20752 on epoch:    69, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 107.7721786499s, input_fired_time: 1.0003169775, output_fired_time: 0.7955399156, propagate_forward_time: 39.9236221313, propagate_backward_time: 63.9395713806, weight_update_time: 0.1268000305, other_time: 2.1131248474
epoch time: 8.4442491531s, input_fired_time: 0.1143726036, output_fired_time: 0.0000000000, propagate_forward_time: 7.9489006996, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3809762001
validation[          , genome  5532] predictions:    9742/  10000 (97.42%), best:    9749/10000 (97.49%), error:       870.79108, best error:       856.20752 on epoch:    69, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 108.1395339966s, input_fired_time: 1.0034095049, output_fired_time: 0.8059083819, propagate_forward_time: 39.9340782166, propagate_backward_time: 64.2586517334, weight_update_time: 0.1276505738, other_time: 2.1374816895
epoch time: 8.6425838470s, input_fired_time: 0.1154570132, output_fired_time: 0.0000000000, propagate_forward_time: 8.0751676559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4519596100
validation[          , genome  5532] predictions:    9745/  10000 (97.45%), best:    9749/10000 (97.49%), error:       860.63214, best error:       856.20752 on epoch:    69, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 111.2713470459s, input_fired_time: 1.0431412458, output_fired_time: 0.8886144161, propagate_forward_time: 40.3215713501, propagate_backward_time: 66.5722045898, weight_update_time: 0.1356474012, other_time: 2.4458160400
epoch time: 8.6339664459s, input_fired_time: 0.1150933802, output_fired_time: 0.0000000000, propagate_forward_time: 8.0640983582, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4547748566
validation[          , genome  5532] predictions:    9698/  10000 (96.98%), best:    9749/10000 (97.49%), error:      1001.77747, best error:       856.20752 on epoch:    69, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 109.0762252808s, input_fired_time: 1.0304135084, output_fired_time: 0.8151510954, propagate_forward_time: 40.2251853943, propagate_backward_time: 64.8290710449, weight_update_time: 0.1280443817, other_time: 2.1764068604
epoch time: 8.5366973877s, input_fired_time: 0.1145396829, output_fired_time: 0.0000000000, propagate_forward_time: 8.0411901474, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3809671402
validation[          , genome  5532] predictions:    9729/  10000 (97.29%), best:    9749/10000 (97.49%), error:       879.90063, best error:       856.20752 on epoch:    69, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 107.2566833496s, input_fired_time: 1.0030722618, output_fired_time: 0.8072836399, propagate_forward_time: 39.6239814758, propagate_backward_time: 63.7135848999, weight_update_time: 0.1262342781, other_time: 2.1087570190
epoch time: 8.4234113693s, input_fired_time: 0.1141010672, output_fired_time: 0.0000000000, propagate_forward_time: 7.9265060425, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3828039169
validation[          , genome  5532] predictions:    9667/  10000 (96.67%), best:    9749/10000 (97.49%), error:      1088.14417, best error:       856.20752 on epoch:    69, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 109.2184600830s, input_fired_time: 1.0149775743, output_fired_time: 0.8474160433, propagate_forward_time: 40.4192390442, propagate_backward_time: 64.8066253662, weight_update_time: 0.1310234070, other_time: 2.1302032471
epoch time: 8.4187278748s, input_fired_time: 0.1134786308, output_fired_time: 0.0000000000, propagate_forward_time: 7.9233541489, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3818950653
validation[          , genome  5532] predictions:    9698/  10000 (96.98%), best:    9749/10000 (97.49%), error:       969.04767, best error:       856.20752 on epoch:    69, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 107.4592666626s, input_fired_time: 1.0042057037, output_fired_time: 0.8035597801, propagate_forward_time: 39.6421775818, propagate_backward_time: 63.8878326416, weight_update_time: 0.1270569116, other_time: 2.1214904785
epoch time: 8.4271554947s, input_fired_time: 0.1140301302, output_fired_time: 0.0000000000, propagate_forward_time: 7.9295940399, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3835315704
validation[          , genome  5532] predictions:    9678/  10000 (96.78%), best:    9749/10000 (97.49%), error:      1087.06531, best error:       856.20752 on epoch:    69, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 107.3557281494s, input_fired_time: 1.0028029680, output_fired_time: 0.8034791946, propagate_forward_time: 39.6174125671, propagate_backward_time: 63.8167076111, weight_update_time: 0.1269010007, other_time: 2.1153297424
epoch time: 8.4167203903s, input_fired_time: 0.1137565374, output_fired_time: 0.0000000000, propagate_forward_time: 7.9225907326, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3803734779
validation[          , genome  5532] predictions:    9727/  10000 (97.27%), best:    9749/10000 (97.49%), error:       905.48303, best error:       856.20752 on epoch:    69, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 107.6644668579s, input_fired_time: 1.0098549128, output_fired_time: 0.8019809723, propagate_forward_time: 39.7732772827, propagate_backward_time: 63.9658737183, weight_update_time: 0.1268303245, other_time: 2.1134796143
epoch time: 8.4900779724s, input_fired_time: 0.1148631647, output_fired_time: 0.0000000000, propagate_forward_time: 7.9954404831, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3797740936
validation[          , genome  5532] predictions:    9721/  10000 (97.21%), best:    9749/10000 (97.49%), error:       960.76031, best error:       856.20752 on epoch:    69, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 108.6565399170s, input_fired_time: 1.0111404657, output_fired_time: 0.8059593439, propagate_forward_time: 40.0632209778, propagate_backward_time: 64.6259536743, weight_update_time: 0.1290763617, other_time: 2.1502609253
epoch time: 8.6312150955s, input_fired_time: 0.1155470163, output_fired_time: 0.0000000000, propagate_forward_time: 8.0632419586, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4524259567
validation[          , genome  5532] predictions:    9710/  10000 (97.10%), best:    9749/10000 (97.49%), error:       996.11713, best error:       856.20752 on epoch:    69, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 108.5868606567s, input_fired_time: 1.0353571177, output_fired_time: 0.8143133521, propagate_forward_time: 40.0340194702, propagate_backward_time: 64.5753173828, weight_update_time: 0.1277013272, other_time: 2.1278533936
epoch time: 8.4195919037s, input_fired_time: 0.1142906100, output_fired_time: 0.0000000000, propagate_forward_time: 7.9243307114, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3809709549
validation[          , genome  5532] predictions:    9697/  10000 (96.97%), best:    9749/10000 (97.49%), error:       984.51434, best error:       856.20752 on epoch:    69, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 108.5153961182s, input_fired_time: 1.0103948116, output_fired_time: 0.8057992458, propagate_forward_time: 40.3230323792, propagate_backward_time: 64.2602233887, weight_update_time: 0.1267225593, other_time: 2.1159515381
epoch time: 8.4922456741s, input_fired_time: 0.1145457774, output_fired_time: 0.0000000000, propagate_forward_time: 7.9967384338, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3809614182
validation[          , genome  5532] predictions:    9734/  10000 (97.34%), best:    9749/10000 (97.49%), error:       916.50354, best error:       856.20752 on epoch:    69, 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: 42.6412048340s, input_fired_time: 0.5693509579, output_fired_time: 0.0000000000, propagate_forward_time: 40.0955238342, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9763298035
best training[          , genome  5532] predictions:   49481/  50000 (98.96%), best:    9749/10000 (97.49%), error:      2009.75354, best error:       856.20752 on epoch:    69, 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: 8.5227327347s, input_fired_time: 0.1122648120, output_fired_time: 0.0000000000, propagate_forward_time: 8.0285501480, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3819179535
   testing[          , genome  5532] predictions:    9768/  10000 (97.68%), best:    9749/10000 (97.49%), error:       759.88129, best error:       856.20752 on epoch:    69, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
01:46:42 (21542): called boinc_finish(0)

</stderr_txt>
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