Nameexact_genome_1512568488_45_4163_1
Workunit2592010
Created7 Dec 2017, 8:35:00 UTC
Sent7 Dec 2017, 8:36:19 UTC
Report deadline11 Dec 2017, 5:10:26 UTC
Received7 Dec 2017, 10:34:04 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52320
Run time1 hours 57 min 21 sec
CPU time1 hours 57 min 17 sec
Validate stateValid
Credit964.26
Device peak FLOPS2.93 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size154.31 MB
Peak swap size152.79 MB
Peak disk usage1.77 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.0759135857, output_fired_time: 0.0000000000, propagate_forward_time: 4.8210883141, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4010968208
validation[          , genome  4163] predictions:    9518/  10000 (95.18%), best:    9539/10000 (95.39%), error:      1610.34631, best error:      1524.14722 on epoch:    10, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 63.7194671631s, input_fired_time: 0.6126549244, output_fired_time: 0.5678282380, propagate_forward_time: 24.0193576813, propagate_backward_time: 36.3534164429, weight_update_time: 0.1140459403, other_time: 2.1662063599
epoch time: 5.2688841820s, input_fired_time: 0.0766726583, output_fired_time: 0.0000000000, propagate_forward_time: 4.7986726761, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3935389519
validation[          , genome  4163] predictions:    9536/  10000 (95.36%), best:    9539/10000 (95.39%), error:      1588.42383, best error:      1524.14722 on epoch:    10, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 63.8281555176s, input_fired_time: 0.6127742529, output_fired_time: 0.5687798858, propagate_forward_time: 24.0850124359, propagate_backward_time: 36.3931961060, weight_update_time: 0.1153358668, other_time: 2.1683959961
epoch time: 5.2877378464s, input_fired_time: 0.0766829029, output_fired_time: 0.0000000000, propagate_forward_time: 4.8188724518, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3921823502
validation[          , genome  4163] predictions:    9472/  10000 (94.72%), best:    9539/10000 (95.39%), error:      1670.04834, best error:      1524.14722 on epoch:    10, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 64.0265426636s, input_fired_time: 0.6219869852, output_fired_time: 0.5732306242, propagate_forward_time: 24.0812072754, propagate_backward_time: 36.5079498291, weight_update_time: 0.1158364713, other_time: 2.2421684265
epoch time: 5.2906832695s, input_fired_time: 0.0765744075, output_fired_time: 0.0000000000, propagate_forward_time: 4.8142375946, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3998713493
validation[          , genome  4163] predictions:    9547/  10000 (95.47%), best:    9547/10000 (95.47%), error:      1506.23315, best error:      1506.23315 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 63.9455299377s, input_fired_time: 0.6099003553, output_fired_time: 0.5710284710, propagate_forward_time: 24.1102123260, propagate_backward_time: 36.4895477295, weight_update_time: 0.1147698984, other_time: 2.1648406982
epoch time: 5.3049893379s, input_fired_time: 0.0758379623, output_fired_time: 0.0000000000, propagate_forward_time: 4.8365473747, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3926038742
validation[          , genome  4163] predictions:    9491/  10000 (94.91%), best:    9547/10000 (95.47%), error:      1782.11548, best error:      1506.23315 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 63.4149627686s, input_fired_time: 0.6168613434, output_fired_time: 0.5621044040, propagate_forward_time: 23.9531383514, propagate_backward_time: 36.0621223450, weight_update_time: 0.1142650321, other_time: 2.2207374573
epoch time: 5.2792382240s, input_fired_time: 0.0756517351, output_fired_time: 0.0000000000, propagate_forward_time: 4.8009037971, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4026827812
validation[          , genome  4163] predictions:    9564/  10000 (95.64%), best:    9564/10000 (95.64%), error:      1437.29089, best error:      1437.29089 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 63.9323158264s, input_fired_time: 0.6126538515, output_fired_time: 0.5702114105, propagate_forward_time: 24.1064624786, propagate_backward_time: 36.4779853821, weight_update_time: 0.1157661080, other_time: 2.1650047302
epoch time: 5.3124914169s, input_fired_time: 0.0760472789, output_fired_time: 0.0000000000, propagate_forward_time: 4.8440675735, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3923764229
validation[          , genome  4163] predictions:    9497/  10000 (94.97%), best:    9564/10000 (95.64%), error:      1654.28748, best error:      1437.29089 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 63.9378166199s, input_fired_time: 0.6128167510, output_fired_time: 0.5693682432, propagate_forward_time: 24.1687927246, propagate_backward_time: 36.4213905334, weight_update_time: 0.1141676009, other_time: 2.1654510498
epoch time: 5.2928714752s, input_fired_time: 0.0761643276, output_fired_time: 0.0000000000, propagate_forward_time: 4.8233957291, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3933115005
validation[          , genome  4163] predictions:    9505/  10000 (95.05%), best:    9564/10000 (95.64%), error:      1687.62146, best error:      1437.29089 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 63.6987953186s, input_fired_time: 0.6197556853, output_fired_time: 0.5704403520, propagate_forward_time: 23.8927726746, propagate_backward_time: 36.4040870667, weight_update_time: 0.1148225144, other_time: 2.2117385864
epoch time: 5.2687916756s, input_fired_time: 0.0766551644, output_fired_time: 0.0000000000, propagate_forward_time: 4.7909212112, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4012150764
validation[          , genome  4163] predictions:    9569/  10000 (95.69%), best:    9564/10000 (95.64%), error:      1470.20630, best error:      1437.29089 on epoch:    19, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 64.1909255981s, input_fired_time: 0.6231271625, output_fired_time: 0.5733873844, propagate_forward_time: 24.1409626007, propagate_backward_time: 36.6126251221, weight_update_time: 0.1166553795, other_time: 2.2408218384
epoch time: 5.2898135185s, input_fired_time: 0.0768229887, output_fired_time: 0.0000000000, propagate_forward_time: 4.8197646141, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3932261467
validation[          , genome  4163] predictions:    9590/  10000 (95.90%), best:    9590/10000 (95.90%), error:      1402.67859, best error:      1402.67859 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 63.6338539124s, input_fired_time: 0.6200468540, output_fired_time: 0.5669455528, propagate_forward_time: 23.9580802917, propagate_backward_time: 36.2579994202, weight_update_time: 0.1157553196, other_time: 2.2307815552
epoch time: 5.2669963837s, input_fired_time: 0.0759199932, output_fired_time: 0.0000000000, propagate_forward_time: 4.7938890457, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3971872330
validation[          , genome  4163] predictions:    9591/  10000 (95.91%), best:    9590/10000 (95.90%), error:      1425.68298, best error:      1402.67859 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 63.9911384583s, input_fired_time: 0.6134031415, output_fired_time: 0.5736339092, propagate_forward_time: 24.1599941254, propagate_backward_time: 36.4824600220, weight_update_time: 0.1141261384, other_time: 2.1616439819
epoch time: 5.2719788551s, input_fired_time: 0.0756825060, output_fired_time: 0.0000000000, propagate_forward_time: 4.8041710854, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3921251297
validation[          , genome  4163] predictions:    9516/  10000 (95.16%), best:    9590/10000 (95.90%), error:      1622.50488, best error:      1402.67859 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 63.9997749329s, input_fired_time: 0.6226767302, output_fired_time: 0.5713714361, propagate_forward_time: 24.1375370026, propagate_backward_time: 36.4571723938, weight_update_time: 0.1154713258, other_time: 2.2110176086
epoch time: 5.2987494469s, input_fired_time: 0.0772035941, output_fired_time: 0.0000000000, propagate_forward_time: 4.8194317818, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4021139145
validation[          , genome  4163] predictions:    9567/  10000 (95.67%), best:    9590/10000 (95.90%), error:      1432.33997, best error:      1402.67859 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 63.8840827942s, input_fired_time: 0.6205581427, output_fired_time: 0.5702123642, propagate_forward_time: 24.0589141846, propagate_backward_time: 36.4145698547, weight_update_time: 0.1166920960, other_time: 2.2198257446
epoch time: 5.2754974365s, input_fired_time: 0.0773437023, output_fired_time: 0.0000000000, propagate_forward_time: 4.7982459068, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3999075890
validation[          , genome  4163] predictions:    9561/  10000 (95.61%), best:    9590/10000 (95.90%), error:      1500.99866, best error:      1402.67859 on epoch:    23, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 63.9294166565s, input_fired_time: 0.6142507792, output_fired_time: 0.5703379512, propagate_forward_time: 24.1011390686, propagate_backward_time: 36.4815597534, weight_update_time: 0.1144457236, other_time: 2.1621284485
epoch time: 5.2848863602s, input_fired_time: 0.0761023536, output_fired_time: 0.0000000000, propagate_forward_time: 4.8159151077, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3928689957
validation[          , genome  4163] predictions:    9484/  10000 (94.84%), best:    9590/10000 (95.90%), error:      1680.40881, best error:      1402.67859 on epoch:    23, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 63.6517372131s, input_fired_time: 0.6204184890, output_fired_time: 0.5662255287, propagate_forward_time: 24.0654010773, propagate_backward_time: 36.1720046997, weight_update_time: 0.1143962592, other_time: 2.2276840210
epoch time: 5.2451848984s, input_fired_time: 0.0771356672, output_fired_time: 0.0000000000, propagate_forward_time: 4.7698693275, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3981800079
validation[          , genome  4163] predictions:    9557/  10000 (95.57%), best:    9590/10000 (95.90%), error:      1443.15771, best error:      1402.67859 on epoch:    23, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 63.8980941772s, input_fired_time: 0.6151905656, output_fired_time: 0.5688901544, propagate_forward_time: 24.1462764740, propagate_backward_time: 36.3969459534, weight_update_time: 0.1145422757, other_time: 2.1707878113
epoch time: 5.2589125633s, input_fired_time: 0.0764778405, output_fired_time: 0.0000000000, propagate_forward_time: 4.7911458015, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3912887573
validation[          , genome  4163] predictions:    9524/  10000 (95.24%), best:    9590/10000 (95.90%), error:      1587.34009, best error:      1402.67859 on epoch:    23, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 64.3415603638s, input_fired_time: 0.6252595782, output_fired_time: 0.5754915476, propagate_forward_time: 24.2382087708, propagate_backward_time: 36.6563949585, weight_update_time: 0.1163949370, other_time: 2.2462043762
epoch time: 5.3255853653s, input_fired_time: 0.0774675608, output_fired_time: 0.0000000000, propagate_forward_time: 4.8447756767, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4033422470
validation[          , genome  4163] predictions:    9587/  10000 (95.87%), best:    9590/10000 (95.90%), error:      1425.25574, best error:      1402.67859 on epoch:    23, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 63.8493194580s, input_fired_time: 0.6215603948, output_fired_time: 0.5716884136, propagate_forward_time: 24.0694103241, propagate_backward_time: 36.3492012024, weight_update_time: 0.1158797219, other_time: 2.2374610901
epoch time: 5.2870988846s, input_fired_time: 0.0772159919, output_fired_time: 0.0000000000, propagate_forward_time: 4.8094072342, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4004755020
validation[          , genome  4163] predictions:    9574/  10000 (95.74%), best:    9590/10000 (95.90%), error:      1437.10168, best error:      1402.67859 on epoch:    23, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 63.7629776001s, input_fired_time: 0.6240862012, output_fired_time: 0.5701394081, propagate_forward_time: 24.0275497437, propagate_backward_time: 36.3014678955, weight_update_time: 0.1163716912, other_time: 2.2397346497
epoch time: 5.3057999611s, input_fired_time: 0.0756820664, output_fired_time: 0.0000000000, propagate_forward_time: 4.8393211365, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3907966614
validation[          , genome  4163] predictions:    9581/  10000 (95.81%), best:    9590/10000 (95.90%), error:      1412.04211, best error:      1402.67859 on epoch:    23, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 63.9208793640s, input_fired_time: 0.6141337752, output_fired_time: 0.5682510138, propagate_forward_time: 24.1047019958, propagate_backward_time: 36.4738769531, weight_update_time: 0.1134265363, other_time: 2.1599159241
epoch time: 5.2903470993s, input_fired_time: 0.0763300955, output_fired_time: 0.0000000000, propagate_forward_time: 4.8219408989, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3920760155
validation[          , genome  4163] predictions:    9592/  10000 (95.92%), best:    9592/10000 (95.92%), error:      1382.74463, best error:      1382.74463 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 63.7978096008s, input_fired_time: 0.6157981157, output_fired_time: 0.5703643560, propagate_forward_time: 24.0958919525, propagate_backward_time: 36.3506431580, weight_update_time: 0.1136649102, other_time: 2.1651115417
epoch time: 5.2449741364s, input_fired_time: 0.0760631040, output_fired_time: 0.0000000000, propagate_forward_time: 4.7765216827, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3923892975
validation[          , genome  4163] predictions:    9558/  10000 (95.58%), best:    9592/10000 (95.92%), error:      1437.85303, best error:      1382.74463 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 63.7891120911s, input_fired_time: 0.6114524007, output_fired_time: 0.5614385605, propagate_forward_time: 24.0430908203, propagate_backward_time: 36.4167671204, weight_update_time: 0.1145097911, other_time: 2.1563606262
epoch time: 5.2812843323s, input_fired_time: 0.0763159469, output_fired_time: 0.0000000000, propagate_forward_time: 4.8115262985, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3934421539
validation[          , genome  4163] predictions:    9603/  10000 (96.03%), best:    9603/10000 (96.03%), error:      1343.49377, best error:      1343.49377 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 64.0385284424s, input_fired_time: 0.6166801453, output_fired_time: 0.5719395280, propagate_forward_time: 24.1582603455, propagate_backward_time: 36.5318298340, weight_update_time: 0.1151432917, other_time: 2.1598167419
epoch time: 5.2996048927s, input_fired_time: 0.0766850486, output_fired_time: 0.0000000000, propagate_forward_time: 4.8311448097, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3917751312
validation[          , genome  4163] predictions:    9565/  10000 (95.65%), best:    9603/10000 (96.03%), error:      1401.22070, best error:      1343.49377 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 63.7675361633s, input_fired_time: 0.6219946146, output_fired_time: 0.5707674623, propagate_forward_time: 24.0378131866, propagate_backward_time: 36.3144493103, weight_update_time: 0.1145503223, other_time: 2.2225151062
epoch time: 5.2843003273s, input_fired_time: 0.0758845285, output_fired_time: 0.0000000000, propagate_forward_time: 4.8166708946, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3917450905
validation[          , genome  4163] predictions:    9598/  10000 (95.98%), best:    9603/10000 (96.03%), error:      1386.89880, best error:      1343.49377 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 64.1704025269s, input_fired_time: 0.6269323230, output_fired_time: 0.5731790066, propagate_forward_time: 24.2205257416, propagate_backward_time: 36.5193290710, weight_update_time: 0.1162884682, other_time: 2.2304344177
epoch time: 5.3173103333s, input_fired_time: 0.0788656473, output_fired_time: 0.0000000000, propagate_forward_time: 4.8363161087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4021286964
validation[          , genome  4163] predictions:    9516/  10000 (95.16%), best:    9603/10000 (96.03%), error:      1607.84985, best error:      1343.49377 on epoch:    36, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 63.9172477722s, input_fired_time: 0.6217929125, output_fired_time: 0.5738549829, propagate_forward_time: 24.1314373016, propagate_backward_time: 36.3947868347, weight_update_time: 0.1148105860, other_time: 2.1953773499
epoch time: 5.3090286255s, input_fired_time: 0.0784500390, output_fired_time: 0.0000000000, propagate_forward_time: 4.8293385506, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4012398720
validation[          , genome  4163] predictions:    9595/  10000 (95.95%), best:    9603/10000 (96.03%), error:      1387.79749, best error:      1343.49377 on epoch:    36, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 64.1088562012s, input_fired_time: 0.6154243946, output_fired_time: 0.5734775662, propagate_forward_time: 24.1677627563, propagate_backward_time: 36.5909118652, weight_update_time: 0.1161555946, other_time: 2.1612777710
epoch time: 5.3093008995s, input_fired_time: 0.0772257894, output_fired_time: 0.0000000000, propagate_forward_time: 4.8406934738, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3913817406
validation[          , genome  4163] predictions:    9556/  10000 (95.56%), best:    9603/10000 (96.03%), error:      1440.29968, best error:      1343.49377 on epoch:    36, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 64.0604248047s, input_fired_time: 0.6164532900, output_fired_time: 0.5726785064, propagate_forward_time: 24.1670112610, propagate_backward_time: 36.5417747498, weight_update_time: 0.1145341694, other_time: 2.1625061035
epoch time: 5.3075013161s, input_fired_time: 0.0766568705, output_fired_time: 0.0000000000, propagate_forward_time: 4.8381118774, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3927326202
validation[          , genome  4163] predictions:    9593/  10000 (95.93%), best:    9603/10000 (96.03%), error:      1385.26367, best error:      1343.49377 on epoch:    36, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 64.0095214844s, input_fired_time: 0.6297380924, output_fired_time: 0.5721750259, propagate_forward_time: 24.0975284576, propagate_backward_time: 36.4977722168, weight_update_time: 0.1154316291, other_time: 2.2123107910
epoch time: 5.2838749886s, input_fired_time: 0.0765863508, output_fired_time: 0.0000000000, propagate_forward_time: 4.8143277168, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3929610252
validation[          , genome  4163] predictions:    9581/  10000 (95.81%), best:    9603/10000 (96.03%), error:      1420.79675, best error:      1343.49377 on epoch:    36, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 63.7084617615s, input_fired_time: 0.6252900362, output_fired_time: 0.5684916377, propagate_forward_time: 24.0074710846, propagate_backward_time: 36.3031425476, weight_update_time: 0.1154332459, other_time: 2.2040672302
epoch time: 5.3296298981s, input_fired_time: 0.0787853524, output_fired_time: 0.0000000000, propagate_forward_time: 4.8492727280, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4015717506
validation[          , genome  4163] predictions:    9606/  10000 (96.06%), best:    9606/10000 (96.06%), error:      1343.05615, best error:      1343.05615 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 63.9733047485s, input_fired_time: 0.6162006855, output_fired_time: 0.5722855330, propagate_forward_time: 24.1287956238, propagate_backward_time: 36.4978752136, weight_update_time: 0.1137849241, other_time: 2.1581497192
epoch time: 5.2996654510s, input_fired_time: 0.0775751770, output_fired_time: 0.0000000000, propagate_forward_time: 4.8303747177, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3917155266
validation[          , genome  4163] predictions:    9561/  10000 (95.61%), best:    9606/10000 (96.06%), error:      1436.83044, best error:      1343.05615 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 63.8936691284s, input_fired_time: 0.6209082007, output_fired_time: 0.5698397160, propagate_forward_time: 24.0915660858, propagate_backward_time: 36.4523086548, weight_update_time: 0.1141899899, other_time: 2.1590499878
epoch time: 5.2814893723s, input_fired_time: 0.0775180161, output_fired_time: 0.0000000000, propagate_forward_time: 4.8107585907, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3932127953
validation[          , genome  4163] predictions:    9537/  10000 (95.37%), best:    9606/10000 (96.06%), error:      1538.81445, best error:      1343.05615 on epoch:    44, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 64.0179977417s, input_fired_time: 0.6214225888, output_fired_time: 0.5668470860, propagate_forward_time: 24.1467552185, propagate_backward_time: 36.5108032227, weight_update_time: 0.1135922596, other_time: 2.1721687317
epoch time: 5.3020033836s, input_fired_time: 0.0773005709, output_fired_time: 0.0000000000, propagate_forward_time: 4.8324184418, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3922843933
validation[          , genome  4163] predictions:    9610/  10000 (96.10%), best:    9610/10000 (96.10%), error:      1322.57129, best error:      1322.57129 on epoch:    47, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 64.2700881958s, input_fired_time: 0.6301793456, output_fired_time: 0.5747486353, propagate_forward_time: 24.1499309540, propagate_backward_time: 36.6712646484, weight_update_time: 0.1186044142, other_time: 2.2439651489
epoch time: 5.3309183121s, input_fired_time: 0.0787233934, output_fired_time: 0.0000000000, propagate_forward_time: 4.8482818604, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4039130211
validation[          , genome  4163] predictions:    9593/  10000 (95.93%), best:    9610/10000 (96.10%), error:      1348.03357, best error:      1322.57129 on epoch:    47, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 64.2060165405s, input_fired_time: 0.6291936636, output_fired_time: 0.5749133825, propagate_forward_time: 24.2089023590, propagate_backward_time: 36.5666351318, weight_update_time: 0.1171146333, other_time: 2.2263717651
epoch time: 5.3106899261s, input_fired_time: 0.0780767128, output_fired_time: 0.0000000000, propagate_forward_time: 4.8317527771, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4008603096
validation[          , genome  4163] predictions:    9519/  10000 (95.19%), best:    9610/10000 (96.10%), error:      1589.31519, best error:      1322.57129 on epoch:    47, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 64.0789489746s, input_fired_time: 0.6283390522, output_fired_time: 0.5699565411, propagate_forward_time: 24.1545028687, propagate_backward_time: 36.5115203857, weight_update_time: 0.1158433184, other_time: 2.2146301270
epoch time: 5.2987694740s, input_fired_time: 0.0787216723, output_fired_time: 0.0000000000, propagate_forward_time: 4.8176875114, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4023604393
validation[          , genome  4163] predictions:    9602/  10000 (96.02%), best:    9610/10000 (96.10%), error:      1358.49500, best error:      1322.57129 on epoch:    47, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 64.0689544678s, input_fired_time: 0.6264237165, output_fired_time: 0.5691130161, propagate_forward_time: 24.1421127319, propagate_backward_time: 36.5085906982, weight_update_time: 0.1153291017, other_time: 2.2227134705
epoch time: 5.2987098694s, input_fired_time: 0.0790975466, output_fired_time: 0.0000000000, propagate_forward_time: 4.8168649673, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4027471542
validation[          , genome  4163] predictions:    9528/  10000 (95.28%), best:    9610/10000 (96.10%), error:      1521.35071, best error:      1322.57129 on epoch:    47, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 63.9838104248s, input_fired_time: 0.6223837733, output_fired_time: 0.5689615607, propagate_forward_time: 24.1449928284, propagate_backward_time: 36.4777069092, weight_update_time: 0.1143697277, other_time: 2.1697654724
epoch time: 5.2764425278s, input_fired_time: 0.0771310031, output_fired_time: 0.0000000000, propagate_forward_time: 4.8081040382, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3912076950
validation[          , genome  4163] predictions:    9574/  10000 (95.74%), best:    9610/10000 (96.10%), error:      1403.77075, best error:      1322.57129 on epoch:    47, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 63.8971099854s, input_fired_time: 0.6298789382, output_fired_time: 0.5681000948, propagate_forward_time: 24.1248531342, propagate_backward_time: 36.3493957520, weight_update_time: 0.1170119941, other_time: 2.2248840332
epoch time: 5.2791228294s, input_fired_time: 0.0771908164, output_fired_time: 0.0000000000, propagate_forward_time: 4.8065547943, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3953771591
validation[          , genome  4163] predictions:    9581/  10000 (95.81%), best:    9610/10000 (96.10%), error:      1377.12598, best error:      1322.57129 on epoch:    47, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 64.1390304565s, input_fired_time: 0.6212322116, output_fired_time: 0.5727310181, propagate_forward_time: 24.1816844940, propagate_backward_time: 36.5893821716, weight_update_time: 0.1151432618, other_time: 2.1739997864
epoch time: 5.3155775070s, input_fired_time: 0.0779566541, output_fired_time: 0.0000000000, propagate_forward_time: 4.8459229469, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3916978836
validation[          , genome  4163] predictions:    9530/  10000 (95.30%), best:    9610/10000 (96.10%), error:      1585.02148, best error:      1322.57129 on epoch:    47, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 63.8327140808s, input_fired_time: 0.6189112067, output_fired_time: 0.5676986575, propagate_forward_time: 24.0950508118, propagate_backward_time: 36.3863945007, weight_update_time: 0.1147139594, other_time: 2.1646575928
epoch time: 5.2879047394s, input_fired_time: 0.0772467032, output_fired_time: 0.0000000000, propagate_forward_time: 4.8187685013, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3918895721
validation[          , genome  4163] predictions:    9613/  10000 (96.13%), best:    9610/10000 (96.10%), error:      1332.96228, best error:      1322.57129 on epoch:    47, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 63.6146812439s, input_fired_time: 0.6169705391, output_fired_time: 0.5646992326, propagate_forward_time: 24.0070781708, propagate_backward_time: 36.2646980286, weight_update_time: 0.1131860316, other_time: 2.1612358093
epoch time: 5.2828359604s, input_fired_time: 0.0778712556, output_fired_time: 0.0000000000, propagate_forward_time: 4.8128728867, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3920917511
validation[          , genome  4163] predictions:    9610/  10000 (96.10%), best:    9610/10000 (96.10%), error:      1290.48999, best error:      1290.48999 on epoch:    56, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 64.0582351685s, input_fired_time: 0.6241103411, output_fired_time: 0.5714415908, propagate_forward_time: 24.1297760010, propagate_backward_time: 36.5517234802, weight_update_time: 0.1155182943, other_time: 2.1811828613
epoch time: 5.2942314148s, input_fired_time: 0.0779019743, output_fired_time: 0.0000000000, propagate_forward_time: 4.8158288002, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4005007744
validation[          , genome  4163] predictions:    9579/  10000 (95.79%), best:    9610/10000 (96.10%), error:      1380.88892, best error:      1290.48999 on epoch:    56, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 63.5949668884s, input_fired_time: 0.6279857755, output_fired_time: 0.5669270754, propagate_forward_time: 23.9859352112, propagate_backward_time: 36.2038650513, weight_update_time: 0.1144192517, other_time: 2.2102508545
epoch time: 5.2662191391s, input_fired_time: 0.0783039555, output_fired_time: 0.0000000000, propagate_forward_time: 4.7876300812, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4002852440
validation[          , genome  4163] predictions:    9585/  10000 (95.85%), best:    9610/10000 (96.10%), error:      1457.92957, best error:      1290.48999 on epoch:    56, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 63.6382713318s, input_fired_time: 0.6215878725, output_fired_time: 0.5676885247, propagate_forward_time: 24.0542106628, propagate_backward_time: 36.2297744751, weight_update_time: 0.1144623607, other_time: 2.1650085449
epoch time: 5.2718191147s, input_fired_time: 0.0780937895, output_fired_time: 0.0000000000, propagate_forward_time: 4.8000946045, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3936305046
validation[          , genome  4163] predictions:    9565/  10000 (95.65%), best:    9610/10000 (96.10%), error:      1457.80798, best error:      1290.48999 on epoch:    56, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 64.1252593994s, input_fired_time: 0.6370145679, output_fired_time: 0.5711044073, propagate_forward_time: 24.1852092743, propagate_backward_time: 36.4796905518, weight_update_time: 0.1155709028, other_time: 2.2522354126
epoch time: 5.3474931717s, input_fired_time: 0.0803106800, output_fired_time: 0.0000000000, propagate_forward_time: 4.8612890244, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4058933258
validation[          , genome  4163] predictions:    9588/  10000 (95.88%), best:    9610/10000 (96.10%), error:      1385.31372, best error:      1290.48999 on epoch:    56, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 63.9625587463s, input_fired_time: 0.6208221316, output_fired_time: 0.5709170103, propagate_forward_time: 24.1244106293, propagate_backward_time: 36.4809837341, weight_update_time: 0.1142684072, other_time: 2.1654243469
epoch time: 5.2834444046s, input_fired_time: 0.0777580142, output_fired_time: 0.0000000000, propagate_forward_time: 4.8126945496, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3929920197
validation[          , genome  4163] predictions:    9537/  10000 (95.37%), best:    9610/10000 (96.10%), error:      1550.64514, best error:      1290.48999 on epoch:    56, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 63.9259262085s, input_fired_time: 0.6259551048, output_fired_time: 0.5686330795, propagate_forward_time: 24.1290359497, propagate_backward_time: 36.4355239868, weight_update_time: 0.1149698347, other_time: 2.1667785645
epoch time: 5.3205780983s, input_fired_time: 0.0785448402, output_fired_time: 0.0000000000, propagate_forward_time: 4.8477497101, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3942837715
validation[          , genome  4163] predictions:    9591/  10000 (95.91%), best:    9610/10000 (96.10%), error:      1382.35010, best error:      1290.48999 on epoch:    56, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 64.1413574219s, input_fired_time: 0.6305581927, output_fired_time: 0.5740081072, propagate_forward_time: 24.1677379608, propagate_backward_time: 36.5755538940, weight_update_time: 0.1145299524, other_time: 2.1934967041
epoch time: 5.3033227921s, input_fired_time: 0.0796678811, output_fired_time: 0.0000000000, propagate_forward_time: 4.8221335411, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4015212059
validation[          , genome  4163] predictions:    9562/  10000 (95.62%), best:    9610/10000 (96.10%), error:      1481.23169, best error:      1290.48999 on epoch:    56, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 63.5016212463s, input_fired_time: 0.6252579689, output_fired_time: 0.5635067225, propagate_forward_time: 24.0003433228, propagate_backward_time: 36.1535148621, weight_update_time: 0.1141330600, other_time: 2.1589965820
epoch time: 5.2901558876s, input_fired_time: 0.0782816932, output_fired_time: 0.0000000000, propagate_forward_time: 4.8200340271, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3918399811
validation[          , genome  4163] predictions:    9617/  10000 (96.17%), best:    9610/10000 (96.10%), error:      1299.21582, best error:      1290.48999 on epoch:    56, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 63.6875419617s, input_fired_time: 0.6284697056, output_fired_time: 0.5680533648, propagate_forward_time: 24.0381164551, propagate_backward_time: 36.2715530396, weight_update_time: 0.1140933707, other_time: 2.1813468933
epoch time: 5.2858057022s, input_fired_time: 0.0776687190, output_fired_time: 0.0000000000, propagate_forward_time: 4.8138141632, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3943228722
validation[          , genome  4163] predictions:    9530/  10000 (95.30%), best:    9610/10000 (96.10%), error:      1541.70288, best error:      1290.48999 on epoch:    56, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 63.8729057312s, input_fired_time: 0.6306443810, output_fired_time: 0.5694806576, propagate_forward_time: 24.1019611359, propagate_backward_time: 36.3392066956, weight_update_time: 0.1159671694, other_time: 2.2316093445
epoch time: 5.2908911705s, input_fired_time: 0.0785435811, output_fired_time: 0.0000000000, propagate_forward_time: 4.8201222420, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3922252655
validation[          , genome  4163] predictions:    9576/  10000 (95.76%), best:    9610/10000 (96.10%), error:      1450.55627, best error:      1290.48999 on epoch:    56, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 64.0895004272s, input_fired_time: 0.6295732856, output_fired_time: 0.5724677444, propagate_forward_time: 24.1636123657, propagate_backward_time: 36.5301895142, weight_update_time: 0.1145298854, other_time: 2.1936569214
epoch time: 5.2655897141s, input_fired_time: 0.0779361650, output_fired_time: 0.0000000000, propagate_forward_time: 4.7953228951, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3923306465
validation[          , genome  4163] predictions:    9571/  10000 (95.71%), best:    9610/10000 (96.10%), error:      1436.85840, best error:      1290.48999 on epoch:    56, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 63.8274993896s, input_fired_time: 0.6310684085, output_fired_time: 0.5687961578, propagate_forward_time: 24.0776176453, propagate_backward_time: 36.3155059814, weight_update_time: 0.1154204831, other_time: 2.2345085144
epoch time: 5.2839183807s, input_fired_time: 0.0785914287, output_fired_time: 0.0000000000, propagate_forward_time: 4.8060750961, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3992519379
validation[          , genome  4163] predictions:    9607/  10000 (96.07%), best:    9610/10000 (96.10%), error:      1313.43762, best error:      1290.48999 on epoch:    56, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 64.2061614990s, input_fired_time: 0.6265817285, output_fired_time: 0.5723293424, propagate_forward_time: 24.1989097595, propagate_backward_time: 36.6431922913, weight_update_time: 0.1153208986, other_time: 2.1651458740
epoch time: 5.3117156029s, input_fired_time: 0.0783675760, output_fired_time: 0.0000000000, propagate_forward_time: 4.8396301270, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3937177658
validation[          , genome  4163] predictions:    9602/  10000 (96.02%), best:    9610/10000 (96.10%), error:      1342.53333, best error:      1290.48999 on epoch:    56, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 63.9360275269s, input_fired_time: 0.6289530993, output_fired_time: 0.5720458627, propagate_forward_time: 24.1279106140, propagate_backward_time: 36.4374465942, weight_update_time: 0.1160312817, other_time: 2.1696739197
epoch time: 5.2878880501s, input_fired_time: 0.0790570229, output_fired_time: 0.0000000000, propagate_forward_time: 4.8167166710, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3921141624
validation[          , genome  4163] predictions:    9596/  10000 (95.96%), best:    9610/10000 (96.10%), error:      1337.88416, best error:      1290.48999 on epoch:    56, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 64.1074218750s, input_fired_time: 0.6336091161, output_fired_time: 0.5747062564, propagate_forward_time: 24.1205596924, propagate_backward_time: 36.5467071533, weight_update_time: 0.1160557047, other_time: 2.2318382263
epoch time: 5.3085594177s, input_fired_time: 0.0795213506, output_fired_time: 0.0000000000, propagate_forward_time: 4.8282742500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4007639885
validation[          , genome  4163] predictions:    9525/  10000 (95.25%), best:    9610/10000 (96.10%), error:      1589.31421, best error:      1290.48999 on epoch:    56, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 63.7730903625s, input_fired_time: 0.6239317060, output_fired_time: 0.5623313785, propagate_forward_time: 24.0252799988, propagate_backward_time: 36.4048156738, weight_update_time: 0.1138011590, other_time: 2.1567306519
epoch time: 5.2549905777s, input_fired_time: 0.0785563886, output_fired_time: 0.0000000000, propagate_forward_time: 4.7868132591, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3896207809
validation[          , genome  4163] predictions:    9593/  10000 (95.93%), best:    9610/10000 (96.10%), error:      1362.67126, best error:      1290.48999 on epoch:    56, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 63.8643760681s, input_fired_time: 0.6263568997, output_fired_time: 0.5691622496, propagate_forward_time: 24.0448684692, propagate_backward_time: 36.4594917297, weight_update_time: 0.1147503555, other_time: 2.1644973755
epoch time: 5.2493991852s, input_fired_time: 0.0788827017, output_fired_time: 0.0000000000, propagate_forward_time: 4.7806730270, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3898434639
validation[          , genome  4163] predictions:    9549/  10000 (95.49%), best:    9610/10000 (96.10%), error:      1562.55103, best error:      1290.48999 on epoch:    56, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 63.9020042419s, input_fired_time: 0.6271277666, output_fired_time: 0.5712509155, propagate_forward_time: 24.0711803436, propagate_backward_time: 36.4813919067, weight_update_time: 0.1151649654, other_time: 2.1510543823
epoch time: 5.2855348587s, input_fired_time: 0.0794892758, output_fired_time: 0.0000000000, propagate_forward_time: 4.8153724670, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3906731606
validation[          , genome  4163] predictions:    9572/  10000 (95.72%), best:    9610/10000 (96.10%), error:      1413.13953, best error:      1290.48999 on epoch:    56, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 63.9753227234s, input_fired_time: 0.6262398958, output_fired_time: 0.5721633434, propagate_forward_time: 24.1047973633, propagate_backward_time: 36.5166702271, weight_update_time: 0.1138545051, other_time: 2.1554527283
epoch time: 5.2883133888s, input_fired_time: 0.0786516890, output_fired_time: 0.0000000000, propagate_forward_time: 4.8172521591, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3924093246
validation[          , genome  4163] predictions:    9604/  10000 (96.04%), best:    9610/10000 (96.10%), error:      1327.24670, best error:      1290.48999 on epoch:    56, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 63.8968811035s, input_fired_time: 0.6291643381, output_fired_time: 0.5723611712, propagate_forward_time: 24.0619010925, propagate_backward_time: 36.4780883789, weight_update_time: 0.1137947068, other_time: 2.1553649902
epoch time: 5.2798719406s, input_fired_time: 0.0787298232, output_fired_time: 0.0000000000, propagate_forward_time: 4.8105211258, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3906211853
validation[          , genome  4163] predictions:    9626/  10000 (96.26%), best:    9610/10000 (96.10%), error:      1301.18042, best error:      1290.48999 on epoch:    56, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 64.1224136353s, input_fired_time: 0.6341712475, output_fired_time: 0.5732746720, propagate_forward_time: 24.1447448730, propagate_backward_time: 36.5566482544, weight_update_time: 0.1167220026, other_time: 2.2135734558
epoch time: 5.3032269478s, input_fired_time: 0.0800326392, output_fired_time: 0.0000000000, propagate_forward_time: 4.8218731880, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4013209343
validation[          , genome  4163] predictions:    9617/  10000 (96.17%), best:    9610/10000 (96.10%), error:      1292.82678, best error:      1290.48999 on epoch:    56, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 63.8529739380s, input_fired_time: 0.6379813552, output_fired_time: 0.5670722723, propagate_forward_time: 24.0263099670, propagate_backward_time: 36.3991699219, weight_update_time: 0.1154555976, other_time: 2.2224388123
epoch time: 5.2943692207s, input_fired_time: 0.0800920054, output_fired_time: 0.0000000000, propagate_forward_time: 4.8135294914, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4007477760
validation[          , genome  4163] predictions:    9574/  10000 (95.74%), best:    9610/10000 (96.10%), error:      1403.35913, best error:      1290.48999 on epoch:    56, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 64.2213439941s, input_fired_time: 0.6283025742, output_fired_time: 0.5724681616, propagate_forward_time: 24.2165107727, propagate_backward_time: 36.6350784302, weight_update_time: 0.1146268249, other_time: 2.1689834595
epoch time: 5.3170003891s, input_fired_time: 0.0801585913, output_fired_time: 0.0000000000, propagate_forward_time: 4.8453569412, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3914847374
validation[          , genome  4163] predictions:    9608/  10000 (96.08%), best:    9610/10000 (96.10%), error:      1326.19666, best error:      1290.48999 on epoch:    56, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 64.3150024414s, input_fired_time: 0.6320949197, output_fired_time: 0.5739882588, propagate_forward_time: 24.2347927094, propagate_backward_time: 36.7065849304, weight_update_time: 0.1167441756, other_time: 2.1675376892
epoch time: 5.3239908218s, input_fired_time: 0.0804772601, output_fired_time: 0.0000000000, propagate_forward_time: 4.8500647545, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3934488297
validation[          , genome  4163] predictions:    9612/  10000 (96.12%), best:    9610/10000 (96.10%), error:      1339.12085, best error:      1290.48999 on epoch:    56, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 63.9619865417s, input_fired_time: 0.6270676851, output_fired_time: 0.5700754523, propagate_forward_time: 24.1238079071, propagate_backward_time: 36.4693603516, weight_update_time: 0.1146588475, other_time: 2.1716766357
epoch time: 5.2873616219s, input_fired_time: 0.0784115866, output_fired_time: 0.0000000000, propagate_forward_time: 4.8159484863, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3930015564
validation[          , genome  4163] predictions:    9570/  10000 (95.70%), best:    9610/10000 (96.10%), error:      1414.58813, best error:      1290.48999 on epoch:    56, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 64.0198974609s, input_fired_time: 0.6361114979, output_fired_time: 0.5712246895, propagate_forward_time: 24.1382026672, propagate_backward_time: 36.4356918335, weight_update_time: 0.1161510348, other_time: 2.2386665344
epoch time: 5.3050427437s, input_fired_time: 0.0800227970, output_fired_time: 0.0000000000, propagate_forward_time: 4.8232512474, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4017686844
validation[          , genome  4163] predictions:    9326/  10000 (93.26%), best:    9610/10000 (96.10%), error:      2236.41089, best error:      1290.48999 on epoch:    56, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 64.0353469849s, input_fired_time: 0.6281857491, output_fired_time: 0.5730479360, propagate_forward_time: 24.1255836487, propagate_backward_time: 36.5438499451, weight_update_time: 0.1146477684, other_time: 2.1646804810
epoch time: 5.2923765182s, input_fired_time: 0.0799770355, output_fired_time: 0.0000000000, propagate_forward_time: 4.8196163177, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3927831650
validation[          , genome  4163] predictions:    9596/  10000 (95.96%), best:    9610/10000 (96.10%), error:      1344.30359, best error:      1290.48999 on epoch:    56, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 64.1910934448s, input_fired_time: 0.6398913264, output_fired_time: 0.5736978054, propagate_forward_time: 24.1231479645, propagate_backward_time: 36.6263885498, weight_update_time: 0.1159467101, other_time: 2.2279663086
epoch time: 5.3274159431s, input_fired_time: 0.0801159441, output_fired_time: 0.0000000000, propagate_forward_time: 4.8439097404, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4033904076
validation[          , genome  4163] predictions:    9621/  10000 (96.21%), best:    9621/10000 (96.21%), error:      1288.25244, best error:      1288.25244 on epoch:    84, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 63.9013824463s, input_fired_time: 0.6371836662, output_fired_time: 0.5697350502, propagate_forward_time: 24.0745677948, propagate_backward_time: 36.3951263428, weight_update_time: 0.1157058105, other_time: 2.2247695923
epoch time: 5.2939000130s, input_fired_time: 0.0799873248, output_fired_time: 0.0000000000, propagate_forward_time: 4.8127694130, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4011430740
validation[          , genome  4163] predictions:    9620/  10000 (96.20%), best:    9620/10000 (96.20%), error:      1269.78979, best error:      1269.78979 on epoch:    85, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 64.0085296631s, input_fired_time: 0.6390013099, output_fired_time: 0.5743055940, propagate_forward_time: 24.0637168884, propagate_backward_time: 36.4964141846, weight_update_time: 0.1163888499, other_time: 2.2350921631
epoch time: 5.2897939682s, input_fired_time: 0.0806092918, output_fired_time: 0.0000000000, propagate_forward_time: 4.8081064224, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4010782242
validation[          , genome  4163] predictions:    9593/  10000 (95.93%), best:    9620/10000 (96.20%), error:      1371.97461, best error:      1269.78979 on epoch:    85, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 64.1996383667s, input_fired_time: 0.6366499066, output_fired_time: 0.5753737688, propagate_forward_time: 24.1918964386, propagate_backward_time: 36.6276969910, weight_update_time: 0.1140972972, other_time: 2.1680183411
epoch time: 5.3144111633s, input_fired_time: 0.0798728839, output_fired_time: 0.0000000000, propagate_forward_time: 4.8395524025, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3949856758
validation[          , genome  4163] predictions:    9628/  10000 (96.28%), best:    9628/10000 (96.28%), error:      1259.85657, best error:      1259.85657 on epoch:    87, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 63.7484703064s, input_fired_time: 0.6290686131, output_fired_time: 0.5679872632, propagate_forward_time: 24.0134811401, propagate_backward_time: 36.3716735840, weight_update_time: 0.1135115921, other_time: 2.1662597656
epoch time: 5.2766976357s, input_fired_time: 0.0796302408, output_fired_time: 0.0000000000, propagate_forward_time: 4.8046112061, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3924560547
validation[          , genome  4163] predictions:    9613/  10000 (96.13%), best:    9628/10000 (96.28%), error:      1317.13428, best error:      1259.85657 on epoch:    87, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 63.7775344849s, input_fired_time: 0.6311308742, output_fired_time: 0.5692431927, propagate_forward_time: 24.0259132385, propagate_backward_time: 36.3906517029, weight_update_time: 0.1144953147, other_time: 2.1605949402
epoch time: 5.2626543045s, input_fired_time: 0.0792381018, output_fired_time: 0.0000000000, propagate_forward_time: 4.7899036407, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3935127258
validation[          , genome  4163] predictions:    9575/  10000 (95.75%), best:    9628/10000 (96.28%), error:      1456.56226, best error:      1259.85657 on epoch:    87, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 64.3853836060s, input_fired_time: 0.6460229158, output_fired_time: 0.5738272667, propagate_forward_time: 24.2471828461, propagate_backward_time: 36.6716499329, weight_update_time: 0.1180267856, other_time: 2.2467002869
epoch time: 5.3050122261s, input_fired_time: 0.0804460943, output_fired_time: 0.0000000000, propagate_forward_time: 4.8238186836, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4007472992
validation[          , genome  4163] predictions:    9542/  10000 (95.42%), best:    9628/10000 (96.28%), error:      1494.04358, best error:      1259.85657 on epoch:    87, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 64.2903594971s, input_fired_time: 0.6412487626, output_fired_time: 0.5761877298, propagate_forward_time: 24.2150802612, propagate_backward_time: 36.6247406006, weight_update_time: 0.1170889363, other_time: 2.2331008911
epoch time: 5.3225154877s, input_fired_time: 0.0814349651, output_fired_time: 0.0000000000, propagate_forward_time: 4.8409962654, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4000840187
validation[          , genome  4163] predictions:    9581/  10000 (95.81%), best:    9628/10000 (96.28%), error:      1465.59607, best error:      1259.85657 on epoch:    87, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 64.3926773071s, input_fired_time: 0.6459348798, output_fired_time: 0.5740004182, propagate_forward_time: 24.2590599060, propagate_backward_time: 36.6733436584, weight_update_time: 0.1168950796, other_time: 2.2403373718
epoch time: 5.3450355530s, input_fired_time: 0.0811765566, output_fired_time: 0.0000000000, propagate_forward_time: 4.8600869179, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4037718773
validation[          , genome  4163] predictions:    9589/  10000 (95.89%), best:    9628/10000 (96.28%), error:      1388.41919, best error:      1259.85657 on epoch:    87, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 63.8147773743s, input_fired_time: 0.6413724422, output_fired_time: 0.5703970194, propagate_forward_time: 24.0411205292, propagate_backward_time: 36.3194541931, weight_update_time: 0.1166339815, other_time: 2.2424354553
epoch time: 5.3124842644s, input_fired_time: 0.0804674774, output_fired_time: 0.0000000000, propagate_forward_time: 4.8393950462, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3926215172
validation[          , genome  4163] predictions:    9560/  10000 (95.60%), best:    9628/10000 (96.28%), error:      1413.16125, best error:      1259.85657 on epoch:    87, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 64.2419738770s, input_fired_time: 0.6417695284, output_fired_time: 0.5802006721, propagate_forward_time: 24.2135429382, propagate_backward_time: 36.5660629272, weight_update_time: 0.1159706861, other_time: 2.2403984070
epoch time: 5.3143281937s, input_fired_time: 0.0814994946, output_fired_time: 0.0000000000, propagate_forward_time: 4.8323874474, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4004411697
validation[          , genome  4163] predictions:    9603/  10000 (96.03%), best:    9628/10000 (96.28%), error:      1336.99475, best error:      1259.85657 on epoch:    87, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 64.2139968872s, input_fired_time: 0.6471877694, output_fired_time: 0.5729308724, propagate_forward_time: 24.1827144623, propagate_backward_time: 36.5974807739, weight_update_time: 0.1157054156, other_time: 2.2136840820
epoch time: 5.3348531723s, input_fired_time: 0.0819641948, output_fired_time: 0.0000000000, propagate_forward_time: 4.8501644135, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4027247429
validation[          , genome  4163] predictions:    9581/  10000 (95.81%), best:    9628/10000 (96.28%), error:      1362.63232, best error:      1259.85657 on epoch:    87, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 64.1916122437s, input_fired_time: 0.6478072405, output_fired_time: 0.5745651722, propagate_forward_time: 24.1893997192, propagate_backward_time: 36.6173133850, weight_update_time: 0.1150483862, other_time: 2.1625251770
epoch time: 5.2848005295s, input_fired_time: 0.0811547488, output_fired_time: 0.0000000000, propagate_forward_time: 4.8041319847, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3995137215
validation[          , genome  4163] predictions:    9565/  10000 (95.65%), best:    9628/10000 (96.28%), error:      1470.55933, best error:      1259.85657 on epoch:    87, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 63.7523727417s, input_fired_time: 0.6325137019, output_fired_time: 0.5697669387, propagate_forward_time: 24.0153636932, propagate_backward_time: 36.3782691956, weight_update_time: 0.1149732769, other_time: 2.1564598083
epoch time: 5.2781534195s, input_fired_time: 0.0797532722, output_fired_time: 0.0000000000, propagate_forward_time: 4.8044357300, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3939642906
validation[          , genome  4163] predictions:    9585/  10000 (95.85%), best:    9628/10000 (96.28%), error:      1430.88867, best error:      1259.85657 on epoch:    87, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 63.8526458740s, input_fired_time: 0.6434445977, output_fired_time: 0.5662437677, propagate_forward_time: 24.0972747803, propagate_backward_time: 36.3054695129, weight_update_time: 0.1173892692, other_time: 2.2402153015
epoch time: 5.2917866707s, input_fired_time: 0.0806737915, output_fired_time: 0.0000000000, propagate_forward_time: 4.8114371300, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3996758461
validation[          , genome  4163] predictions:    9590/  10000 (95.90%), best:    9628/10000 (96.28%), error:      1406.22632, best error:      1259.85657 on epoch:    87, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 64.2074203491s, input_fired_time: 0.6352030039, output_fired_time: 0.5739583969, propagate_forward_time: 24.2191734314, propagate_backward_time: 36.6141853333, weight_update_time: 0.1150198653, other_time: 2.1648979187
epoch time: 5.3211874962s, input_fired_time: 0.0816314593, output_fired_time: 0.0000000000, propagate_forward_time: 4.8455181122, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3940377235
validation[          , genome  4163] predictions:    9611/  10000 (96.11%), best:    9628/10000 (96.28%), error:      1322.71863, best error:      1259.85657 on epoch:    87, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 63.7809066772s, input_fired_time: 0.6343716383, output_fired_time: 0.5718904734, propagate_forward_time: 24.0460968018, propagate_backward_time: 36.3638648987, weight_update_time: 0.1141395196, other_time: 2.1646804810
epoch time: 5.2725982666s, input_fired_time: 0.0801120996, output_fired_time: 0.0000000000, propagate_forward_time: 4.7988495827, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3936367035
validation[          , genome  4163] predictions:    9610/  10000 (96.10%), best:    9628/10000 (96.28%), error:      1337.86987, best error:      1259.85657 on epoch:    87, 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: 26.4818344116s, input_fired_time: 0.4016129673, output_fired_time: 0.0000000000, propagate_forward_time: 24.0523853302, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0278358459
best training[          , genome  4163] predictions:   48922/  50000 (97.84%), best:    9628/10000 (96.28%), error:      3907.53979, best error:      1259.85657 on epoch:    87, 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: 5.2903580666s, input_fired_time: 0.0799454749, output_fired_time: 0.0000000000, propagate_forward_time: 4.8178372383, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3925752640
   testing[          , genome  4163] predictions:    9658/  10000 (96.58%), best:    9628/10000 (96.28%), error:      1149.16333, best error:      1259.85657 on epoch:    87, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
18:33:45 (2576): called boinc_finish(0)

</stderr_txt>
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