Nameexact_genome_1512568488_42_6320_1
Workunit2602837
Created7 Dec 2017, 19:08:34 UTC
Sent7 Dec 2017, 19:13:03 UTC
Report deadline14 Dec 2017, 5:56:38 UTC
Received8 Dec 2017, 14:53:47 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID54172
Run time3 hours 35 min 45 sec
CPU time3 hours 35 min 40 sec
Validate stateValid
Credit1,611.73
Device peak FLOPS3.27 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size152.27 MB
Peak swap size153.79 MB
Peak disk usage1.36 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
d_time: 0.6761503816, propagate_forward_time: 48.5135231018, propagate_backward_time: 64.2191314697, weight_update_time: 0.1299029589, other_time: 2.4890136719
epoch time: 10.2447681427s, input_fired_time: 0.1038780883, output_fired_time: 0.0000000000, propagate_forward_time: 9.6974258423, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4434642792
validation[          , genome  6320] predictions:    9641/  10000 (96.41%), best:    9677/10000 (96.77%), error:      1253.72949, best error:      1083.19263 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 116.7080459595s, input_fired_time: 0.9385917783, output_fired_time: 0.6768285036, propagate_forward_time: 48.3918647766, propagate_backward_time: 64.2048339844, weight_update_time: 0.1299791932, other_time: 2.4959259033
epoch time: 10.2943077087s, input_fired_time: 0.1035404503, output_fired_time: 0.0000000000, propagate_forward_time: 9.7443542480, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4464130402
validation[          , genome  6320] predictions:    9643/  10000 (96.43%), best:    9677/10000 (96.77%), error:      1140.24097, best error:      1083.19263 on epoch:    11, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 116.6799774170s, input_fired_time: 0.9324182868, output_fired_time: 0.6765494943, propagate_forward_time: 48.3900871277, propagate_backward_time: 64.1972274780, weight_update_time: 0.1299436241, other_time: 2.4836959839
epoch time: 10.2577266693s, input_fired_time: 0.1039807573, output_fired_time: 0.0000000000, propagate_forward_time: 9.7072811127, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4464645386
validation[          , genome  6320] predictions:    9673/  10000 (96.73%), best:    9677/10000 (96.77%), error:      1086.21997, best error:      1083.19263 on epoch:    11, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 117.3004608154s, input_fired_time: 0.9366142750, output_fired_time: 0.6813774705, propagate_forward_time: 48.5689086914, propagate_backward_time: 64.6288375854, weight_update_time: 0.1310389489, other_time: 2.4847183228
epoch time: 10.2709732056s, input_fired_time: 0.1046961099, output_fired_time: 0.0000000000, propagate_forward_time: 9.7213430405, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4449338913
validation[          , genome  6320] predictions:    9667/  10000 (96.67%), best:    9677/10000 (96.77%), error:      1089.71301, best error:      1083.19263 on epoch:    11, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 117.3460083008s, input_fired_time: 0.9372754693, output_fired_time: 0.6833297014, propagate_forward_time: 48.5984764099, propagate_backward_time: 64.6398925781, weight_update_time: 0.1308080405, other_time: 2.4870300293
epoch time: 10.2728509903s, input_fired_time: 0.1042117700, output_fired_time: 0.0000000000, propagate_forward_time: 9.7176313400, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4510078430
validation[          , genome  6320] predictions:    9693/  10000 (96.93%), best:    9693/10000 (96.93%), error:      1037.35522, best error:      1037.35522 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 117.0256195068s, input_fired_time: 0.9337068200, output_fired_time: 0.6803563237, propagate_forward_time: 48.5149955750, propagate_backward_time: 64.4300384521, weight_update_time: 0.1302982718, other_time: 2.4665222168
epoch time: 10.2860460281s, input_fired_time: 0.1049298123, output_fired_time: 0.0000000000, propagate_forward_time: 9.7329950333, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4481210709
validation[          , genome  6320] predictions:    9656/  10000 (96.56%), best:    9693/10000 (96.93%), error:      1087.57349, best error:      1037.35522 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 116.4668426514s, input_fired_time: 0.9345393181, output_fired_time: 0.6745112538, propagate_forward_time: 48.2819976807, propagate_backward_time: 64.1198120117, weight_update_time: 0.1295415312, other_time: 2.4559783936
epoch time: 10.2363376617s, input_fired_time: 0.1028759331, output_fired_time: 0.0000000000, propagate_forward_time: 9.6874485016, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4460134506
validation[          , genome  6320] predictions:    9647/  10000 (96.47%), best:    9693/10000 (96.93%), error:      1174.89783, best error:      1037.35522 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 117.2255859375s, input_fired_time: 0.9342849851, output_fired_time: 0.6785424948, propagate_forward_time: 48.5855064392, propagate_backward_time: 64.5639877319, weight_update_time: 0.1303779930, other_time: 2.4632644653
epoch time: 10.2538089752s, input_fired_time: 0.1041242555, output_fired_time: 0.0000000000, propagate_forward_time: 9.7036762238, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4460086823
validation[          , genome  6320] predictions:    9698/  10000 (96.98%), best:    9693/10000 (96.93%), error:      1053.97192, best error:      1037.35522 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 117.3599319458s, input_fired_time: 0.9351727962, output_fired_time: 0.6781378388, propagate_forward_time: 48.5770874023, propagate_backward_time: 64.7016296387, weight_update_time: 0.1299095154, other_time: 2.4679031372
epoch time: 10.1595125198s, input_fired_time: 0.1037871540, output_fired_time: 0.0000000000, propagate_forward_time: 9.6135835648, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4421415329
validation[          , genome  6320] predictions:    9652/  10000 (96.52%), best:    9693/10000 (96.93%), error:      1122.08167, best error:      1037.35522 on epoch:    18, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 116.7917175293s, input_fired_time: 0.9360609055, output_fired_time: 0.6758173108, propagate_forward_time: 48.3997001648, propagate_backward_time: 64.3116302490, weight_update_time: 0.1296698600, other_time: 2.4685058594
epoch time: 10.2294292450s, input_fired_time: 0.1050555333, output_fired_time: 0.0000000000, propagate_forward_time: 9.6789083481, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4454650879
validation[          , genome  6320] predictions:    9669/  10000 (96.69%), best:    9693/10000 (96.93%), error:      1074.30444, best error:      1037.35522 on epoch:    18, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 117.3642196655s, input_fired_time: 0.9379073977, output_fired_time: 0.6786679626, propagate_forward_time: 48.5616645813, propagate_backward_time: 64.7079315186, weight_update_time: 0.1303731799, other_time: 2.4780578613
epoch time: 10.2613945007s, input_fired_time: 0.1045603454, output_fired_time: 0.0000000000, propagate_forward_time: 9.7148227692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4420118332
validation[          , genome  6320] predictions:    9654/  10000 (96.54%), best:    9693/10000 (96.93%), error:      1129.97729, best error:      1037.35522 on epoch:    18, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 117.7550125122s, input_fired_time: 0.9417834878, output_fired_time: 0.6842190027, propagate_forward_time: 48.6532096863, propagate_backward_time: 64.9956130981, weight_update_time: 0.1311787665, other_time: 2.4801864624
epoch time: 10.2780570984s, input_fired_time: 0.1047797799, output_fired_time: 0.0000000000, propagate_forward_time: 9.7278928757, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4453840256
validation[          , genome  6320] predictions:    9677/  10000 (96.77%), best:    9693/10000 (96.93%), error:      1071.89404, best error:      1037.35522 on epoch:    18, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 117.7359237671s, input_fired_time: 0.9432543516, output_fired_time: 0.6824766397, propagate_forward_time: 48.6251258850, propagate_backward_time: 65.0247116089, weight_update_time: 0.1303209811, other_time: 2.4603500366
epoch time: 10.2528610229s, input_fired_time: 0.1047704220, output_fired_time: 0.0000000000, propagate_forward_time: 9.7082519531, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4398384094
validation[          , genome  6320] predictions:    9652/  10000 (96.52%), best:    9693/10000 (96.93%), error:      1130.50818, best error:      1037.35522 on epoch:    18, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 117.3582763672s, input_fired_time: 0.9357526898, output_fired_time: 0.6774513125, propagate_forward_time: 48.5282897949, propagate_backward_time: 64.7711334229, weight_update_time: 0.1293849796, other_time: 2.4456481934
epoch time: 10.2522592545s, input_fired_time: 0.1047663987, output_fired_time: 0.0000000000, propagate_forward_time: 9.7063646317, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4411277771
validation[          , genome  6320] predictions:    9678/  10000 (96.78%), best:    9693/10000 (96.93%), error:      1086.90088, best error:      1037.35522 on epoch:    18, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 117.3000564575s, input_fired_time: 0.9354672432, output_fired_time: 0.6776381135, propagate_forward_time: 48.5044059753, propagate_backward_time: 64.7383728027, weight_update_time: 0.1293195337, other_time: 2.4441680908
epoch time: 10.2454538345s, input_fired_time: 0.1051630601, output_fired_time: 0.0000000000, propagate_forward_time: 9.6989278793, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4413633347
validation[          , genome  6320] predictions:    9690/  10000 (96.90%), best:    9690/10000 (96.90%), error:       995.25018, best error:       995.25018 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 117.3335494995s, input_fired_time: 0.9398532510, output_fired_time: 0.6821563244, propagate_forward_time: 48.3962173462, propagate_backward_time: 64.8780593872, weight_update_time: 0.1303306669, other_time: 2.4372634888
epoch time: 10.1941156387s, input_fired_time: 0.1052048653, output_fired_time: 0.0000000000, propagate_forward_time: 9.6513881683, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4375228882
validation[          , genome  6320] predictions:    9695/  10000 (96.95%), best:    9690/10000 (96.90%), error:      1033.21545, best error:       995.25018 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 117.4681472778s, input_fired_time: 0.9381905198, output_fired_time: 0.6798756123, propagate_forward_time: 48.4446105957, propagate_backward_time: 64.9783782959, weight_update_time: 0.1299447566, other_time: 2.4270858765
epoch time: 10.2062263489s, input_fired_time: 0.1046981737, output_fired_time: 0.0000000000, propagate_forward_time: 9.6672859192, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4342422485
validation[          , genome  6320] predictions:    9698/  10000 (96.98%), best:    9698/10000 (96.98%), error:       968.30469, best error:       968.30469 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 115.6853561401s, input_fired_time: 0.9278799891, output_fired_time: 0.6715647578, propagate_forward_time: 47.7061920166, propagate_backward_time: 63.9703598022, weight_update_time: 0.1286423355, other_time: 2.4093627930
epoch time: 8.8305120468s, input_fired_time: 0.0948085040, output_fired_time: 0.0000000000, propagate_forward_time: 8.3264389038, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4092645645
validation[          , genome  6320] predictions:    9699/  10000 (96.99%), best:    9698/10000 (96.98%), error:      1034.63232, best error:       968.30469 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 115.8119049072s, input_fired_time: 0.9265061617, output_fired_time: 0.6694437861, propagate_forward_time: 47.7399826050, propagate_backward_time: 64.0691223145, weight_update_time: 0.1280653179, other_time: 2.4068527222
epoch time: 10.1833658218s, input_fired_time: 0.1050680801, output_fired_time: 0.0000000000, propagate_forward_time: 9.6433067322, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4349908829
validation[          , genome  6320] predictions:    9714/  10000 (97.14%), best:    9714/10000 (97.14%), error:       932.13263, best error:       932.13263 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 115.2186584473s, input_fired_time: 0.9256861210, output_fired_time: 0.6649872661, propagate_forward_time: 47.4770088196, propagate_backward_time: 63.7421989441, weight_update_time: 0.1271419227, other_time: 2.4087715149
epoch time: 10.2109060287s, input_fired_time: 0.1051203236, output_fired_time: 0.0000000000, propagate_forward_time: 9.6693210602, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4364643097
validation[          , genome  6320] predictions:    9714/  10000 (97.14%), best:    9714/10000 (97.14%), error:       933.35809, best error:       932.13263 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 112.2339706421s, input_fired_time: 0.9112057090, output_fired_time: 0.6520487666, propagate_forward_time: 46.1853332520, propagate_backward_time: 62.1116752625, weight_update_time: 0.1246239617, other_time: 2.3737068176
epoch time: 9.6683216095s, input_fired_time: 0.1012715474, output_fired_time: 0.0000000000, propagate_forward_time: 9.1440553665, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4229946136
validation[          , genome  6320] predictions:    9701/  10000 (97.01%), best:    9714/10000 (97.14%), error:      1020.21063, best error:       932.13263 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 117.0272903442s, input_fired_time: 0.9350391626, output_fired_time: 0.6732327938, propagate_forward_time: 48.2406959534, propagate_backward_time: 64.7512893677, weight_update_time: 0.1288868934, other_time: 2.4270401001
epoch time: 10.2145051956s, input_fired_time: 0.1055289209, output_fired_time: 0.0000000000, propagate_forward_time: 9.6747140884, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4342622757
validation[          , genome  6320] predictions:    9656/  10000 (96.56%), best:    9714/10000 (97.14%), error:      1097.71130, best error:       932.13263 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 116.6234970093s, input_fired_time: 0.9337446094, output_fired_time: 0.6723845601, propagate_forward_time: 48.0439147949, propagate_backward_time: 64.5415420532, weight_update_time: 0.1289200187, other_time: 2.4319076538
epoch time: 10.2500257492s, input_fired_time: 0.1055167094, output_fired_time: 0.0000000000, propagate_forward_time: 9.7052297592, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4392795563
validation[          , genome  6320] predictions:    9700/  10000 (97.00%), best:    9714/10000 (97.14%), error:       962.81616, best error:       932.13263 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 117.8619766235s, input_fired_time: 0.9402038455, output_fired_time: 0.6782221794, propagate_forward_time: 48.5304374695, propagate_backward_time: 65.2705688477, weight_update_time: 0.1305652112, other_time: 2.4425506592
epoch time: 8.5158138275s, input_fired_time: 0.0938222408, output_fired_time: 0.0000000000, propagate_forward_time: 8.0267553329, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3952360153
validation[          , genome  6320] predictions:    9668/  10000 (96.68%), best:    9714/10000 (97.14%), error:      1057.11548, best error:       932.13263 on epoch:    32, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 116.3261108398s, input_fired_time: 0.9343571067, output_fired_time: 0.6797167063, propagate_forward_time: 47.8231582642, propagate_backward_time: 64.4687042236, weight_update_time: 0.1284133047, other_time: 2.4201736450
epoch time: 10.2013883591s, input_fired_time: 0.1050161719, output_fired_time: 0.0000000000, propagate_forward_time: 9.6594848633, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4368877411
validation[          , genome  6320] predictions:    9715/  10000 (97.15%), best:    9714/10000 (97.14%), error:       934.46838, best error:       932.13263 on epoch:    32, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 116.7092819214s, input_fired_time: 0.9351232052, output_fired_time: 0.6763253808, propagate_forward_time: 47.9520378113, propagate_backward_time: 64.7318420410, weight_update_time: 0.1290409267, other_time: 2.4139556885
epoch time: 10.2412471771s, input_fired_time: 0.1050387323, output_fired_time: 0.0000000000, propagate_forward_time: 9.7016868591, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4345216751
validation[          , genome  6320] predictions:    9709/  10000 (97.09%), best:    9714/10000 (97.14%), error:       970.98663, best error:       932.13263 on epoch:    32, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 114.0139541626s, input_fired_time: 0.9202162623, output_fired_time: 0.6602985263, propagate_forward_time: 46.8592147827, propagate_backward_time: 63.1849288940, weight_update_time: 0.1259967685, other_time: 2.3892898560
epoch time: 10.2291183472s, input_fired_time: 0.1057764292, output_fired_time: 0.0000000000, propagate_forward_time: 9.6910133362, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4323282242
validation[          , genome  6320] predictions:    9711/  10000 (97.11%), best:    9714/10000 (97.14%), error:       975.11389, best error:       932.13263 on epoch:    32, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 115.4504699707s, input_fired_time: 0.9300891161, output_fired_time: 0.6668640971, propagate_forward_time: 47.4530677795, propagate_backward_time: 63.9911842346, weight_update_time: 0.1279162467, other_time: 2.4092674255
epoch time: 10.1655120850s, input_fired_time: 0.1049943119, output_fired_time: 0.0000000000, propagate_forward_time: 9.6233463287, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4371709824
validation[          , genome  6320] predictions:    9658/  10000 (96.58%), best:    9714/10000 (97.14%), error:      1123.53625, best error:       932.13263 on epoch:    32, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 113.3435211182s, input_fired_time: 0.9221013784, output_fired_time: 0.6547241211, propagate_forward_time: 46.5968437195, propagate_backward_time: 62.7883338928, weight_update_time: 0.1255103350, other_time: 2.3815116882
epoch time: 10.1819601059s, input_fired_time: 0.1052154601, output_fired_time: 0.0000000000, propagate_forward_time: 9.6395072937, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4372377396
validation[          , genome  6320] predictions:    9681/  10000 (96.81%), best:    9714/10000 (97.14%), error:      1032.22180, best error:       932.13263 on epoch:    32, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 113.0654449463s, input_fired_time: 0.9190782309, output_fired_time: 0.6511365771, propagate_forward_time: 46.4881973267, propagate_backward_time: 62.6339073181, weight_update_time: 0.1248232499, other_time: 2.3731269836
epoch time: 10.0482234955s, input_fired_time: 0.1043799669, output_fired_time: 0.0000000000, propagate_forward_time: 9.5118761063, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4319677353
validation[          , genome  6320] predictions:    9654/  10000 (96.54%), best:    9714/10000 (97.14%), error:      1148.60632, best error:       932.13263 on epoch:    32, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 116.9923019409s, input_fired_time: 0.9355229735, output_fired_time: 0.6737697721, propagate_forward_time: 48.0351943970, propagate_backward_time: 64.9356079102, weight_update_time: 0.1291561276, other_time: 2.4122085571
epoch time: 10.2098340988s, input_fired_time: 0.1046671420, output_fired_time: 0.0000000000, propagate_forward_time: 9.6770381927, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4281291962
validation[          , genome  6320] predictions:    9651/  10000 (96.51%), best:    9714/10000 (97.14%), error:      1166.29810, best error:       932.13263 on epoch:    32, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 116.6896514893s, input_fired_time: 0.9301902056, output_fired_time: 0.6595574617, propagate_forward_time: 48.0742111206, propagate_backward_time: 64.6127929688, weight_update_time: 0.1287149191, other_time: 2.4128952026
epoch time: 10.2447795868s, input_fired_time: 0.1051704213, output_fired_time: 0.0000000000, propagate_forward_time: 9.6999568939, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4396524429
validation[          , genome  6320] predictions:    9682/  10000 (96.82%), best:    9714/10000 (97.14%), error:      1045.57092, best error:       932.13263 on epoch:    32, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 116.7736740112s, input_fired_time: 0.9371971488, output_fired_time: 0.6685441136, propagate_forward_time: 47.9616622925, propagate_backward_time: 64.7829360962, weight_update_time: 0.1285395175, other_time: 2.4233398438
epoch time: 10.1242704391s, input_fired_time: 0.1051306725, output_fired_time: 0.0000000000, propagate_forward_time: 9.5833797455, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4357604980
validation[          , genome  6320] predictions:    9665/  10000 (96.65%), best:    9714/10000 (97.14%), error:      1067.65051, best error:       932.13263 on epoch:    32, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 113.7913131714s, input_fired_time: 0.9216094017, output_fired_time: 0.6543584466, propagate_forward_time: 46.7098884583, propagate_backward_time: 63.1210098267, weight_update_time: 0.1265863776, other_time: 2.3844528198
epoch time: 9.1808319092s, input_fired_time: 0.0985895842, output_fired_time: 0.0000000000, propagate_forward_time: 8.6737928391, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4084491730
validation[          , genome  6320] predictions:    9673/  10000 (96.73%), best:    9714/10000 (97.14%), error:      1072.36243, best error:       932.13263 on epoch:    32, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 113.1868057251s, input_fired_time: 0.9179214239, output_fired_time: 0.6512489915, propagate_forward_time: 46.4255752563, propagate_backward_time: 62.8197479248, weight_update_time: 0.1253096908, other_time: 2.3723068237
epoch time: 10.2045755386s, input_fired_time: 0.1061722040, output_fired_time: 0.0000000000, propagate_forward_time: 9.6622781754, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4361248016
validation[          , genome  6320] predictions:    9704/  10000 (97.04%), best:    9714/10000 (97.14%), error:       960.79944, best error:       932.13263 on epoch:    32, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 116.9759902954s, input_fired_time: 0.9360832572, output_fired_time: 0.6709582210, propagate_forward_time: 47.9418220520, propagate_backward_time: 64.9960556030, weight_update_time: 0.1282080412, other_time: 2.4310684204
epoch time: 10.2179174423s, input_fired_time: 0.1069822162, output_fired_time: 0.0000000000, propagate_forward_time: 9.6735553741, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4373798370
validation[          , genome  6320] predictions:    9693/  10000 (96.93%), best:    9714/10000 (97.14%), error:      1009.76923, best error:       932.13263 on epoch:    32, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 117.8400726318s, input_fired_time: 0.9419414401, output_fired_time: 0.6736946702, propagate_forward_time: 48.3827629089, propagate_backward_time: 65.4127044678, weight_update_time: 0.1294855177, other_time: 2.4289703369
epoch time: 10.0587072372s, input_fired_time: 0.1068881899, output_fired_time: 0.0000000000, propagate_forward_time: 9.5160894394, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4357299805
validation[          , genome  6320] predictions:    9702/  10000 (97.02%), best:    9714/10000 (97.14%), error:       959.51550, best error:       932.13263 on epoch:    32, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 118.1929321289s, input_fired_time: 0.9473552108, output_fired_time: 0.6778354049, propagate_forward_time: 48.4957962036, propagate_backward_time: 65.6308441162, weight_update_time: 0.1300843954, other_time: 2.4411010742
epoch time: 10.0069265366s, input_fired_time: 0.1048977599, output_fired_time: 0.0000000000, propagate_forward_time: 9.4687385559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4332904816
validation[          , genome  6320] predictions:    9669/  10000 (96.69%), best:    9714/10000 (97.14%), error:      1058.31775, best error:       932.13263 on epoch:    32, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 118.2561950684s, input_fired_time: 0.9454632998, output_fired_time: 0.6772770882, propagate_forward_time: 48.5064544678, propagate_backward_time: 65.6787338257, weight_update_time: 0.1298735887, other_time: 2.4482650757
epoch time: 10.2350645065s, input_fired_time: 0.1068267822, output_fired_time: 0.0000000000, propagate_forward_time: 9.6885442734, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4396934509
validation[          , genome  6320] predictions:    9668/  10000 (96.68%), best:    9714/10000 (97.14%), error:      1026.12195, best error:       932.13263 on epoch:    32, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 118.1555938721s, input_fired_time: 0.9452888370, output_fired_time: 0.6797459126, propagate_forward_time: 48.4505767822, propagate_backward_time: 65.6396255493, weight_update_time: 0.1295777261, other_time: 2.4403533936
epoch time: 10.2429761887s, input_fired_time: 0.1061160937, output_fired_time: 0.0000000000, propagate_forward_time: 9.6999778748, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4368820190
validation[          , genome  6320] predictions:    9665/  10000 (96.65%), best:    9714/10000 (97.14%), error:      1083.56226, best error:       932.13263 on epoch:    32, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 117.2380523682s, input_fired_time: 0.9403894544, output_fired_time: 0.6726881862, propagate_forward_time: 48.0322227478, propagate_backward_time: 65.1578445435, weight_update_time: 0.1286654919, other_time: 2.4348983765
epoch time: 10.2373733521s, input_fired_time: 0.1074554175, output_fired_time: 0.0000000000, propagate_forward_time: 9.6905517578, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4393663406
validation[          , genome  6320] predictions:    9708/  10000 (97.08%), best:    9714/10000 (97.14%), error:       954.53680, best error:       932.13263 on epoch:    32, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 117.8881607056s, input_fired_time: 0.9450154901, output_fired_time: 0.6735188365, propagate_forward_time: 48.3624420166, propagate_backward_time: 65.4739913940, weight_update_time: 0.1293658167, other_time: 2.4331970215
epoch time: 10.2237834930s, input_fired_time: 0.1062183529, output_fired_time: 0.0000000000, propagate_forward_time: 9.6798171997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4377479553
validation[          , genome  6320] predictions:    9686/  10000 (96.86%), best:    9714/10000 (97.14%), error:      1015.56482, best error:       932.13263 on epoch:    32, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 117.9761886597s, input_fired_time: 0.9443495274, output_fired_time: 0.6740772128, propagate_forward_time: 48.4110183716, propagate_backward_time: 65.5260543823, weight_update_time: 0.1291044950, other_time: 2.4206848145
epoch time: 10.2882118225s, input_fired_time: 0.1070296466, output_fired_time: 0.0000000000, propagate_forward_time: 9.7405624390, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4406194687
validation[          , genome  6320] predictions:    9680/  10000 (96.80%), best:    9714/10000 (97.14%), error:      1043.31628, best error:       932.13263 on epoch:    32, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 118.4449539185s, input_fired_time: 0.9454217553, output_fired_time: 0.6744660735, propagate_forward_time: 48.5275688171, propagate_backward_time: 65.8513412476, weight_update_time: 0.1299632192, other_time: 2.4461593628
epoch time: 10.2609968185s, input_fired_time: 0.1071318612, output_fired_time: 0.0000000000, propagate_forward_time: 9.7151908875, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4386739731
validation[          , genome  6320] predictions:    9692/  10000 (96.92%), best:    9714/10000 (97.14%), error:      1001.84351, best error:       932.13263 on epoch:    32, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 118.4275283813s, input_fired_time: 0.9448800683, output_fired_time: 0.6748293042, propagate_forward_time: 48.6021919250, propagate_backward_time: 65.7719268799, weight_update_time: 0.1295411438, other_time: 2.4337005615
epoch time: 10.2808084488s, input_fired_time: 0.1071891189, output_fired_time: 0.0000000000, propagate_forward_time: 9.7311143875, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4425048828
validation[          , genome  6320] predictions:    9686/  10000 (96.86%), best:    9714/10000 (97.14%), error:       994.46320, best error:       932.13263 on epoch:    32, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 118.4069671631s, input_fired_time: 0.9468846917, output_fired_time: 0.6761170626, propagate_forward_time: 48.5785484314, propagate_backward_time: 65.7624282837, weight_update_time: 0.1298276782, other_time: 2.4429855347
epoch time: 10.2576732635s, input_fired_time: 0.1071492806, output_fired_time: 0.0000000000, propagate_forward_time: 9.7126798630, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4378442764
validation[          , genome  6320] predictions:    9685/  10000 (96.85%), best:    9714/10000 (97.14%), error:      1065.97705, best error:       932.13263 on epoch:    32, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 118.2103118896s, input_fired_time: 0.9474176168, output_fired_time: 0.6760507822, propagate_forward_time: 48.4307441711, propagate_backward_time: 65.7177658081, weight_update_time: 0.1301290840, other_time: 2.4383316040
epoch time: 10.1424512863s, input_fired_time: 0.1062931046, output_fired_time: 0.0000000000, propagate_forward_time: 9.6023330688, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4338254929
validation[          , genome  6320] predictions:    9694/  10000 (96.94%), best:    9714/10000 (97.14%), error:       977.96008, best error:       932.13263 on epoch:    32, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 117.4827270508s, input_fired_time: 0.9443968534, output_fired_time: 0.6744031906, propagate_forward_time: 48.1058807373, propagate_backward_time: 65.3355331421, weight_update_time: 0.1295772940, other_time: 2.4225158691
epoch time: 10.2428636551s, input_fired_time: 0.1069322824, output_fired_time: 0.0000000000, propagate_forward_time: 9.7012777328, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4346532822
validation[          , genome  6320] predictions:    9665/  10000 (96.65%), best:    9714/10000 (97.14%), error:      1079.27539, best error:       932.13263 on epoch:    32, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 117.7400817871s, input_fired_time: 0.9446004629, output_fired_time: 0.6724433899, propagate_forward_time: 48.2283706665, propagate_backward_time: 65.4679794312, weight_update_time: 0.1291820854, other_time: 2.4266815186
epoch time: 9.7900285721s, input_fired_time: 0.1042068750, output_fired_time: 0.0000000000, propagate_forward_time: 9.2586030960, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4272184372
validation[          , genome  6320] predictions:    9661/  10000 (96.61%), best:    9714/10000 (97.14%), error:      1062.68726, best error:       932.13263 on epoch:    32, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 117.8030166626s, input_fired_time: 0.9460797906, output_fired_time: 0.6742016077, propagate_forward_time: 48.1969680786, propagate_backward_time: 65.5641708374, weight_update_time: 0.1299479008, other_time: 2.4215927124
epoch time: 10.2173852921s, input_fired_time: 0.1065596715, output_fired_time: 0.0000000000, propagate_forward_time: 9.6745109558, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4363145828
validation[          , genome  6320] predictions:    9666/  10000 (96.66%), best:    9714/10000 (97.14%), error:      1106.71680, best error:       932.13263 on epoch:    32, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 116.7273178101s, input_fired_time: 0.9395853877, output_fired_time: 0.6715477109, propagate_forward_time: 47.6578063965, propagate_backward_time: 65.0464935303, weight_update_time: 0.1290297806, other_time: 2.4118881226
epoch time: 10.1382150650s, input_fired_time: 0.1065841839, output_fired_time: 0.0000000000, propagate_forward_time: 9.5991334915, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4324970245
validation[          , genome  6320] predictions:    9696/  10000 (96.96%), best:    9714/10000 (97.14%), error:       948.40326, best error:       932.13263 on epoch:    32, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 117.2433853149s, input_fired_time: 0.9453994036, output_fired_time: 0.6731325388, propagate_forward_time: 47.9827156067, propagate_backward_time: 65.2199707031, weight_update_time: 0.1294816732, other_time: 2.4221649170
epoch time: 10.2128896713s, input_fired_time: 0.1070592329, output_fired_time: 0.0000000000, propagate_forward_time: 9.6690902710, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4367399216
validation[          , genome  6320] predictions:    9666/  10000 (96.66%), best:    9714/10000 (97.14%), error:      1068.41699, best error:       932.13263 on epoch:    32, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 116.7628707886s, input_fired_time: 0.9435102344, output_fired_time: 0.6717448235, propagate_forward_time: 47.7479782104, propagate_backward_time: 64.9801483154, weight_update_time: 0.1284723431, other_time: 2.4194869995
epoch time: 9.6889104843s, input_fired_time: 0.1053285971, output_fired_time: 0.0000000000, propagate_forward_time: 9.1612949371, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4222869873
validation[          , genome  6320] predictions:    9704/  10000 (97.04%), best:    9714/10000 (97.14%), error:      1008.97882, best error:       932.13263 on epoch:    32, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 114.2613754272s, input_fired_time: 0.9296220541, output_fired_time: 0.6522499919, propagate_forward_time: 46.8187675476, propagate_backward_time: 63.4784393311, weight_update_time: 0.1258141100, other_time: 2.3822937012
epoch time: 9.9077939987s, input_fired_time: 0.1039847881, output_fired_time: 0.0000000000, propagate_forward_time: 9.3747787476, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4290304184
validation[          , genome  6320] predictions:    9699/  10000 (96.99%), best:    9714/10000 (97.14%), error:       994.77832, best error:       932.13263 on epoch:    32, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 118.4100494385s, input_fired_time: 0.9516165257, output_fired_time: 0.6771000028, propagate_forward_time: 48.4461326599, propagate_backward_time: 65.8952331543, weight_update_time: 0.1308301091, other_time: 2.4399719238
epoch time: 10.2438526154s, input_fired_time: 0.1089834571, output_fired_time: 0.0000000000, propagate_forward_time: 9.6959638596, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4389057159
validation[          , genome  6320] predictions:    9684/  10000 (96.84%), best:    9714/10000 (97.14%), error:      1072.75635, best error:       932.13263 on epoch:    32, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 118.2807846069s, input_fired_time: 0.9466703534, output_fired_time: 0.6687867641, propagate_forward_time: 48.3746757507, propagate_backward_time: 65.8524475098, weight_update_time: 0.1308018118, other_time: 2.4382019043
epoch time: 10.0825862885s, input_fired_time: 0.1064574793, output_fired_time: 0.0000000000, propagate_forward_time: 9.5457601547, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4303684235
validation[          , genome  6320] predictions:    9696/  10000 (96.96%), best:    9714/10000 (97.14%), error:       998.44916, best error:       932.13263 on epoch:    32, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 118.6347579956s, input_fired_time: 0.9499707818, output_fired_time: 0.6791601777, propagate_forward_time: 48.4351158142, propagate_backward_time: 66.1263656616, weight_update_time: 0.1308271885, other_time: 2.4441452026
epoch time: 10.2743730545s, input_fired_time: 0.1080030128, output_fired_time: 0.0000000000, propagate_forward_time: 9.7273416519, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4390287399
validation[          , genome  6320] predictions:    9677/  10000 (96.77%), best:    9714/10000 (97.14%), error:      1041.77710, best error:       932.13263 on epoch:    32, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 118.5765304565s, input_fired_time: 0.9545783401, output_fired_time: 0.6810427904, propagate_forward_time: 48.4650192261, propagate_backward_time: 66.0458831787, weight_update_time: 0.1313147545, other_time: 2.4300079346
epoch time: 10.2786226273s, input_fired_time: 0.1086005718, output_fired_time: 0.0000000000, propagate_forward_time: 9.7310056686, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4390163422
validation[          , genome  6320] predictions:    9556/  10000 (95.56%), best:    9714/10000 (97.14%), error:      1449.50439, best error:       932.13263 on epoch:    32, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 118.8626251221s, input_fired_time: 0.9534009695, output_fired_time: 0.6787008643, propagate_forward_time: 48.5944099426, propagate_backward_time: 66.1991348267, weight_update_time: 0.1312180758, other_time: 2.4369735718
epoch time: 10.2783317566s, input_fired_time: 0.1081649363, output_fired_time: 0.0000000000, propagate_forward_time: 9.7309598923, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4392070770
validation[          , genome  6320] predictions:    9652/  10000 (96.52%), best:    9714/10000 (97.14%), error:      1110.74133, best error:       932.13263 on epoch:    32, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 118.4971694946s, input_fired_time: 0.9527588487, output_fired_time: 0.6787751913, propagate_forward_time: 48.3965988159, propagate_backward_time: 66.0334701538, weight_update_time: 0.1313141584, other_time: 2.4355697632
epoch time: 10.2640867233s, input_fired_time: 0.1083463803, output_fired_time: 0.0000000000, propagate_forward_time: 9.7177686691, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4379720688
validation[          , genome  6320] predictions:    9651/  10000 (96.51%), best:    9714/10000 (97.14%), error:      1134.91357, best error:       932.13263 on epoch:    32, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 118.1961364746s, input_fired_time: 0.9525211453, output_fired_time: 0.6744190454, propagate_forward_time: 48.3689613342, propagate_backward_time: 65.7607040405, weight_update_time: 0.1302913129, other_time: 2.4395370483
epoch time: 10.2585325241s, input_fired_time: 0.1086229756, output_fired_time: 0.0000000000, propagate_forward_time: 9.7096366882, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4402732849
validation[          , genome  6320] predictions:    9692/  10000 (96.92%), best:    9714/10000 (97.14%), error:       950.11377, best error:       932.13263 on epoch:    32, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 118.7129669189s, input_fired_time: 0.9555644393, output_fired_time: 0.6782657504, propagate_forward_time: 48.5884017944, propagate_backward_time: 66.0443801880, weight_update_time: 0.1306790560, other_time: 2.4463500977
epoch time: 10.2596426010s, input_fired_time: 0.1086022481, output_fired_time: 0.0000000000, propagate_forward_time: 9.7102632523, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4407768250
validation[          , genome  6320] predictions:    9664/  10000 (96.64%), best:    9714/10000 (97.14%), error:      1034.16846, best error:       932.13263 on epoch:    32, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 118.6404113770s, input_fired_time: 0.9545545578, output_fired_time: 0.6763069630, propagate_forward_time: 48.5507392883, propagate_backward_time: 66.0126647949, weight_update_time: 0.1310741603, other_time: 2.4461517334
epoch time: 10.2756490707s, input_fired_time: 0.1085639223, output_fired_time: 0.0000000000, propagate_forward_time: 9.7265682220, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4405164719
validation[          , genome  6320] predictions:    9679/  10000 (96.79%), best:    9714/10000 (97.14%), error:       990.18073, best error:       932.13263 on epoch:    32, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 118.6695022583s, input_fired_time: 0.9562908411, output_fired_time: 0.6785171032, propagate_forward_time: 48.4935340881, propagate_backward_time: 66.1045761108, weight_update_time: 0.1313585341, other_time: 2.4365768433
epoch time: 10.2294101715s, input_fired_time: 0.1086345762, output_fired_time: 0.0000000000, propagate_forward_time: 9.6829586029, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4378166199
validation[          , genome  6320] predictions:    9683/  10000 (96.83%), best:    9714/10000 (97.14%), error:      1076.65601, best error:       932.13263 on epoch:    32, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 118.7163696289s, input_fired_time: 0.9553517103, output_fired_time: 0.6790815592, propagate_forward_time: 48.5115547180, propagate_backward_time: 66.1385726929, weight_update_time: 0.1320510060, other_time: 2.4318008423
epoch time: 10.2620925903s, input_fired_time: 0.1082723141, output_fired_time: 0.0000000000, propagate_forward_time: 9.7145128250, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4393072128
validation[          , genome  6320] predictions:    9688/  10000 (96.88%), best:    9714/10000 (97.14%), error:       990.99701, best error:       932.13263 on epoch:    32, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 118.7931823730s, input_fired_time: 0.9593113065, output_fired_time: 0.6827191114, propagate_forward_time: 48.5030403137, propagate_backward_time: 66.2095947266, weight_update_time: 0.1319705099, other_time: 2.4385223389
epoch time: 10.2606639862s, input_fired_time: 0.1090252399, output_fired_time: 0.0000000000, propagate_forward_time: 9.7131185532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4385204315
validation[          , genome  6320] predictions:    9671/  10000 (96.71%), best:    9714/10000 (97.14%), error:      1044.23389, best error:       932.13263 on epoch:    32, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 117.8649291992s, input_fired_time: 0.9523863196, output_fired_time: 0.6737655997, propagate_forward_time: 48.1828842163, propagate_backward_time: 65.6408081055, weight_update_time: 0.1311916858, other_time: 2.4150848389
epoch time: 10.1351499557s, input_fired_time: 0.1073119119, output_fired_time: 0.0000000000, propagate_forward_time: 9.5921411514, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4356966019
validation[          , genome  6320] predictions:    9641/  10000 (96.41%), best:    9714/10000 (97.14%), error:      1171.84326, best error:       932.13263 on epoch:    32, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 118.3315582275s, input_fired_time: 0.9547818303, output_fired_time: 0.6747076511, propagate_forward_time: 48.3767395020, propagate_backward_time: 65.8925247192, weight_update_time: 0.1315181106, other_time: 2.4328079224
epoch time: 10.2339782715s, input_fired_time: 0.1085594743, output_fired_time: 0.0000000000, propagate_forward_time: 9.6864557266, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4389629364
validation[          , genome  6320] predictions:    9652/  10000 (96.52%), best:    9714/10000 (97.14%), error:      1081.39587, best error:       932.13263 on epoch:    32, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 118.7203521729s, input_fired_time: 0.9567416310, output_fired_time: 0.6752116084, propagate_forward_time: 48.6034851074, propagate_backward_time: 66.0454788208, weight_update_time: 0.1312379539, other_time: 2.4394378662
epoch time: 10.2784967422s, input_fired_time: 0.1087834090, output_fired_time: 0.0000000000, propagate_forward_time: 9.7303142548, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4393987656
validation[          , genome  6320] predictions:    9646/  10000 (96.46%), best:    9714/10000 (97.14%), error:      1122.75134, best error:       932.13263 on epoch:    32, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 118.5652542114s, input_fired_time: 0.9596297145, output_fired_time: 0.6806218028, propagate_forward_time: 48.4519081116, propagate_backward_time: 66.0289382935, weight_update_time: 0.1314219385, other_time: 2.4441604614
epoch time: 10.2314062119s, input_fired_time: 0.1088949218, output_fired_time: 0.0000000000, propagate_forward_time: 9.6847667694, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4377441406
validation[          , genome  6320] predictions:    9569/  10000 (95.69%), best:    9714/10000 (97.14%), error:      1362.22107, best error:       932.13263 on epoch:    32, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 118.5597763062s, input_fired_time: 0.9596782923, output_fired_time: 0.6807098985, propagate_forward_time: 48.4538650513, propagate_backward_time: 66.0215911865, weight_update_time: 0.1314142644, other_time: 2.4439315796
epoch time: 10.2359409332s, input_fired_time: 0.1094198599, output_fired_time: 0.0000000000, propagate_forward_time: 9.6903123856, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4362087250
validation[          , genome  6320] predictions:    9675/  10000 (96.75%), best:    9714/10000 (97.14%), error:      1035.29919, best error:       932.13263 on epoch:    32, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 118.4380874634s, input_fired_time: 0.9569780231, output_fired_time: 0.6775033474, propagate_forward_time: 48.4047622681, propagate_backward_time: 65.9632034302, weight_update_time: 0.1318494678, other_time: 2.4356384277
epoch time: 10.2549962997s, input_fired_time: 0.1094727218, output_fired_time: 0.0000000000, propagate_forward_time: 9.7094497681, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4360742569
validation[          , genome  6320] predictions:    9669/  10000 (96.69%), best:    9714/10000 (97.14%), error:      1051.25208, best error:       932.13263 on epoch:    32, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 118.9488677979s, input_fired_time: 0.9635058045, output_fired_time: 0.6826681495, propagate_forward_time: 48.5696678162, propagate_backward_time: 66.2835617065, weight_update_time: 0.1329192370, other_time: 2.4494552612
epoch time: 10.2842397690s, input_fired_time: 0.1104766279, output_fired_time: 0.0000000000, propagate_forward_time: 9.7355003357, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4382629395
validation[          , genome  6320] predictions:    9667/  10000 (96.67%), best:    9714/10000 (97.14%), error:      1051.19397, best error:       932.13263 on epoch:    32, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 119.0277481079s, input_fired_time: 0.9610228539, output_fired_time: 0.6796886921, propagate_forward_time: 48.6615180969, propagate_backward_time: 66.2859802246, weight_update_time: 0.1325627267, other_time: 2.4395446777
epoch time: 10.2833061218s, input_fired_time: 0.1093674749, output_fired_time: 0.0000000000, propagate_forward_time: 9.7343940735, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4395446777
validation[          , genome  6320] predictions:    9699/  10000 (96.99%), best:    9714/10000 (97.14%), error:       988.16705, best error:       932.13263 on epoch:    32, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 117.6584320068s, input_fired_time: 0.9547982812, output_fired_time: 0.6737651825, propagate_forward_time: 48.0408210754, propagate_backward_time: 65.5620803833, weight_update_time: 0.1311709285, other_time: 2.4269638062
epoch time: 10.2520179749s, input_fired_time: 0.1097070128, output_fired_time: 0.0000000000, propagate_forward_time: 9.7012615204, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4410495758
validation[          , genome  6320] predictions:    9698/  10000 (96.98%), best:    9714/10000 (97.14%), error:       984.27289, best error:       932.13263 on epoch:    32, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 116.9533462524s, input_fired_time: 0.9511419535, output_fired_time: 0.6693781018, propagate_forward_time: 47.7625503540, propagate_backward_time: 65.1384735107, weight_update_time: 0.1303443462, other_time: 2.4318008423
epoch time: 10.2242517471s, input_fired_time: 0.1087357327, output_fired_time: 0.0000000000, propagate_forward_time: 9.6847620010, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4307537079
validation[          , genome  6320] predictions:    9619/  10000 (96.19%), best:    9714/10000 (97.14%), error:      1243.85339, best error:       932.13263 on epoch:    32, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 118.8090057373s, input_fired_time: 0.9603513479, output_fired_time: 0.6798207164, propagate_forward_time: 48.5075035095, propagate_backward_time: 66.2265853882, weight_update_time: 0.1326439679, other_time: 2.4347457886
epoch time: 10.2716560364s, input_fired_time: 0.1094079092, output_fired_time: 0.0000000000, propagate_forward_time: 9.7229146957, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4393329620
validation[          , genome  6320] predictions:    9694/  10000 (96.94%), best:    9714/10000 (97.14%), error:       972.10468, best error:       932.13263 on epoch:    32, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 119.0313186646s, input_fired_time: 0.9628774524, output_fired_time: 0.6839631200, propagate_forward_time: 48.5715713501, propagate_backward_time: 66.3694839478, weight_update_time: 0.1332242638, other_time: 2.4434280396
epoch time: 10.2686281204s, input_fired_time: 0.1087182239, output_fired_time: 0.0000000000, propagate_forward_time: 9.7214860916, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4384241104
validation[          , genome  6320] predictions:    9649/  10000 (96.49%), best:    9714/10000 (97.14%), error:      1150.19019, best error:       932.13263 on epoch:    32, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 117.6440658569s, input_fired_time: 0.9562396407, output_fired_time: 0.6724261045, propagate_forward_time: 48.0186882019, propagate_backward_time: 65.5678176880, weight_update_time: 0.1325748712, other_time: 2.4289016724
epoch time: 9.9992485046s, input_fired_time: 0.1081106439, output_fired_time: 0.0000000000, propagate_forward_time: 9.4610328674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4301052094
validation[          , genome  6320] predictions:    9696/  10000 (96.96%), best:    9714/10000 (97.14%), error:      1025.72705, best error:       932.13263 on epoch:    32, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 117.1129226685s, input_fired_time: 0.9511831403, output_fired_time: 0.6675136685, propagate_forward_time: 47.8316726685, propagate_backward_time: 65.2484664917, weight_update_time: 0.1321040988, other_time: 2.4140930176
epoch time: 10.1962156296s, input_fired_time: 0.1088909209, output_fired_time: 0.0000000000, propagate_forward_time: 9.6580018997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4293231964
validation[          , genome  6320] predictions:    9659/  10000 (96.59%), best:    9714/10000 (97.14%), error:      1119.31763, best error:       932.13263 on epoch:    32, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 117.6188430786s, input_fired_time: 0.9578174353, output_fired_time: 0.6766995192, propagate_forward_time: 48.0298271179, propagate_backward_time: 65.5237197876, weight_update_time: 0.1329727918, other_time: 2.4307785034
epoch time: 9.9935235977s, input_fired_time: 0.1086632833, output_fired_time: 0.0000000000, propagate_forward_time: 9.4529981613, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4318618774
validation[          , genome  6320] predictions:    9654/  10000 (96.54%), best:    9714/10000 (97.14%), error:      1100.96069, best error:       932.13263 on epoch:    32, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 118.5685424805s, input_fired_time: 0.9678205848, output_fired_time: 0.6809852719, propagate_forward_time: 48.3667144775, propagate_backward_time: 66.1125564575, weight_update_time: 0.1345043778, other_time: 2.4404678345
epoch time: 10.2826929092s, input_fired_time: 0.1102641374, output_fired_time: 0.0000000000, propagate_forward_time: 9.7324638367, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4399652481
validation[          , genome  6320] predictions:    9706/  10000 (97.06%), best:    9706/10000 (97.06%), error:       922.88928, best error:       922.88928 on epoch:    95, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 118.8911819458s, input_fired_time: 0.9663583636, output_fired_time: 0.6787733436, propagate_forward_time: 48.6153068542, propagate_backward_time: 66.1813964844, weight_update_time: 0.1344987005, other_time: 2.4493408203
epoch time: 10.2326297760s, input_fired_time: 0.1092289314, output_fired_time: 0.0000000000, propagate_forward_time: 9.6912975311, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4321031570
validation[          , genome  6320] predictions:    9658/  10000 (96.58%), best:    9706/10000 (97.06%), error:      1106.33081, best error:       922.88928 on epoch:    95, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 118.9073028564s, input_fired_time: 0.9651867151, output_fired_time: 0.6801249385, propagate_forward_time: 48.5988464355, propagate_backward_time: 66.2107315063, weight_update_time: 0.1350580901, other_time: 2.4524154663
epoch time: 10.2716445923s, input_fired_time: 0.1112514660, output_fired_time: 0.0000000000, propagate_forward_time: 9.7199449539, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4404478073
validation[          , genome  6320] predictions:    9688/  10000 (96.88%), best:    9706/10000 (97.06%), error:       985.12482, best error:       922.88928 on epoch:    95, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 118.9457244873s, input_fired_time: 0.9648539424, output_fired_time: 0.6789120436, propagate_forward_time: 48.6399383545, propagate_backward_time: 66.2206268311, weight_update_time: 0.1351254433, other_time: 2.4413986206
epoch time: 10.2743988037s, input_fired_time: 0.1098659486, output_fired_time: 0.0000000000, propagate_forward_time: 9.7270288467, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4375038147
validation[          , genome  6320] predictions:    9679/  10000 (96.79%), best:    9706/10000 (97.06%), error:      1052.99719, best error:       922.88928 on epoch:    95, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 118.4696884155s, input_fired_time: 0.9607865810, output_fired_time: 0.6770265698, propagate_forward_time: 48.4225120544, propagate_backward_time: 65.9791030884, weight_update_time: 0.1350787282, other_time: 2.4302597046
epoch time: 10.2578630447s, input_fired_time: 0.1108216941, output_fired_time: 0.0000000000, propagate_forward_time: 9.7087564468, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4382848740
validation[          , genome  6320] predictions:    9644/  10000 (96.44%), best:    9706/10000 (97.06%), error:      1109.43921, best error:       922.88928 on epoch:    95, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 118.8727416992s, input_fired_time: 0.9647710323, output_fired_time: 0.6800802946, propagate_forward_time: 48.5895385742, propagate_backward_time: 66.1996536255, weight_update_time: 0.1355706602, other_time: 2.4387054443
epoch time: 10.2299261093s, input_fired_time: 0.1104376838, output_fired_time: 0.0000000000, propagate_forward_time: 9.6892194748, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4302692413
validation[          , genome  6320] predictions:    9651/  10000 (96.51%), best:    9706/10000 (97.06%), error:      1118.06726, best error:       922.88928 on epoch:    95, 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: 51.3786697388s, input_fired_time: 0.5525943637, output_fired_time: 0.0000000000, propagate_forward_time: 48.6010475159, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2250289917
best training[          , genome  6320] predictions:   49580/  50000 (99.16%), best:    9706/10000 (97.06%), error:      1777.08313, best error:       922.88928 on epoch:    95, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 10.2701845169s, input_fired_time: 0.1087986007, output_fired_time: 0.0000000000, propagate_forward_time: 9.7196521759, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4417333603
   testing[          , genome  6320] predictions:    9780/  10000 (97.80%), best:    9706/10000 (97.06%), error:       769.92908, best error:       922.88928 on epoch:    95, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
22:53:30 (72865): called boinc_finish(0)

</stderr_txt>
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