Nameexact_genome_1512568488_45_5825_0
Workunit2600392
Created7 Dec 2017, 16:37:34 UTC
Sent7 Dec 2017, 16:40:12 UTC
Report deadline14 Dec 2017, 13:35:30 UTC
Received7 Dec 2017, 23:54:47 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID67174
Run time1 hours 58 min 56 sec
CPU time1 hours 58 min 54 sec
Validate stateValid
Credit1,717.93
Device peak FLOPS3.98 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size150.85 MB
Peak swap size152.50 MB
Peak disk usage1.24 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
0, epoch:   13/100, mu: 0.7384625077, learning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 64.7877960205s, input_fired_time: 0.6977431178, output_fired_time: 0.4338608384, propagate_forward_time: 25.6545696259, propagate_backward_time: 36.3864021301, weight_update_time: 0.0763440579, other_time: 1.6152153015
epoch time: 5.4575738907s, input_fired_time: 0.0713637769, output_fired_time: 0.0000000000, propagate_forward_time: 5.1036286354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2825813293
validation[          , genome  5825] predictions:    9615/  10000 (96.15%), best:    9685/10000 (96.85%), error:      1218.65808, best error:      1091.73535 on epoch:    10, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 65.1562347412s, input_fired_time: 0.7141634226, output_fired_time: 0.4396958947, propagate_forward_time: 25.7688751221, propagate_backward_time: 36.5996742249, weight_update_time: 0.0766789168, other_time: 1.6338233948
epoch time: 5.4573111534s, input_fired_time: 0.0713882297, output_fired_time: 0.0000000000, propagate_forward_time: 5.1054563522, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2804665565
validation[          , genome  5825] predictions:    9671/  10000 (96.71%), best:    9685/10000 (96.85%), error:      1160.18616, best error:      1091.73535 on epoch:    10, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 64.5948562622s, input_fired_time: 0.7036762834, output_fired_time: 0.4338014126, propagate_forward_time: 25.5827426910, propagate_backward_time: 36.2753944397, weight_update_time: 0.0766394362, other_time: 1.5992393494
epoch time: 5.4532814026s, input_fired_time: 0.0715933144, output_fired_time: 0.0000000000, propagate_forward_time: 5.1052374840, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2764506340
validation[          , genome  5825] predictions:    9499/  10000 (94.99%), best:    9685/10000 (96.85%), error:      1632.41772, best error:      1091.73535 on epoch:    10, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 64.7441024780s, input_fired_time: 0.7012974024, output_fired_time: 0.4348948896, propagate_forward_time: 25.6306838989, propagate_backward_time: 36.3762130737, weight_update_time: 0.0765523836, other_time: 1.6010169983
epoch time: 5.4542350769s, input_fired_time: 0.0726217628, output_fired_time: 0.0000000000, propagate_forward_time: 5.1044964790, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2771167755
validation[          , genome  5825] predictions:    9710/  10000 (97.10%), best:    9710/10000 (97.10%), error:      1034.81165, best error:      1034.81165 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 64.4072036743s, input_fired_time: 0.7034460902, output_fired_time: 0.4303817749, propagate_forward_time: 25.5282402039, propagate_backward_time: 36.1576118469, weight_update_time: 0.0763578713, other_time: 1.5875244141
epoch time: 5.4512820244s, input_fired_time: 0.0724163204, output_fired_time: 0.0000000000, propagate_forward_time: 5.1034827232, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2753829956
validation[          , genome  5825] predictions:    9611/  10000 (96.11%), best:    9710/10000 (97.10%), error:      1324.73328, best error:      1034.81165 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 64.5579299927s, input_fired_time: 0.7057148814, output_fired_time: 0.4376040399, propagate_forward_time: 25.5773639679, propagate_backward_time: 36.2494468689, weight_update_time: 0.0763009340, other_time: 1.5878028870
epoch time: 5.4517760277s, input_fired_time: 0.0717172772, output_fired_time: 0.0000000000, propagate_forward_time: 5.1046528816, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2754058838
validation[          , genome  5825] predictions:    9684/  10000 (96.84%), best:    9710/10000 (97.10%), error:      1062.69641, best error:      1034.81165 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 64.5358352661s, input_fired_time: 0.7003923059, output_fired_time: 0.4392429292, propagate_forward_time: 25.5294990540, propagate_backward_time: 36.2804794312, weight_update_time: 0.0761722326, other_time: 1.5862197876
epoch time: 5.4865250587s, input_fired_time: 0.0727528557, output_fired_time: 0.0000000000, propagate_forward_time: 5.1367607117, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2770113945
validation[          , genome  5825] predictions:    9696/  10000 (96.96%), best:    9710/10000 (97.10%), error:      1075.74023, best error:      1034.81165 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 64.6909255981s, input_fired_time: 0.7073863745, output_fired_time: 0.4359494150, propagate_forward_time: 25.5737667084, propagate_backward_time: 36.3853874207, weight_update_time: 0.0764713883, other_time: 1.5884361267
epoch time: 5.4539871216s, input_fired_time: 0.0729345828, output_fired_time: 0.0000000000, propagate_forward_time: 5.1075515747, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2735009193
validation[          , genome  5825] predictions:    9661/  10000 (96.61%), best:    9710/10000 (97.10%), error:      1093.78821, best error:      1034.81165 on epoch:    17, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 64.5684738159s, input_fired_time: 0.7052763104, output_fired_time: 0.4371397495, propagate_forward_time: 25.5632991791, propagate_backward_time: 36.2840232849, weight_update_time: 0.0758943185, other_time: 1.5787315369
epoch time: 5.4539046288s, input_fired_time: 0.0724016204, output_fired_time: 0.0000000000, propagate_forward_time: 5.1068892479, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2746138573
validation[          , genome  5825] predictions:    9706/  10000 (97.06%), best:    9706/10000 (97.06%), error:      1027.69934, best error:      1027.69934 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 64.6315231323s, input_fired_time: 0.7040234804, output_fired_time: 0.4457446337, propagate_forward_time: 25.6276473999, propagate_backward_time: 36.2931175232, weight_update_time: 0.0755914152, other_time: 1.5609893799
epoch time: 5.5076994896s, input_fired_time: 0.0733030736, output_fired_time: 0.0000000000, propagate_forward_time: 5.1604518890, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2739443779
validation[          , genome  5825] predictions:    9680/  10000 (96.80%), best:    9680/10000 (96.80%), error:      1005.17712, best error:      1005.17712 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 64.6325912476s, input_fired_time: 0.7002514005, output_fired_time: 0.4313972592, propagate_forward_time: 25.5773029327, propagate_backward_time: 36.3900718689, weight_update_time: 0.0753073692, other_time: 1.5335655212
epoch time: 5.4969625473s, input_fired_time: 0.0728306249, output_fired_time: 0.0000000000, propagate_forward_time: 5.1489481926, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2751836777
validation[          , genome  5825] predictions:    9701/  10000 (97.01%), best:    9680/10000 (96.80%), error:      1018.11279, best error:      1005.17712 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 64.6418228149s, input_fired_time: 0.7003516555, output_fired_time: 0.4345573783, propagate_forward_time: 25.6039695740, propagate_backward_time: 36.3526916504, weight_update_time: 0.0753470734, other_time: 1.5502510071
epoch time: 5.4503726959s, input_fired_time: 0.0713490993, output_fired_time: 0.0000000000, propagate_forward_time: 5.1060824394, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2729411125
validation[          , genome  5825] predictions:    9691/  10000 (96.91%), best:    9680/10000 (96.80%), error:      1019.85913, best error:      1005.17712 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 64.3945083618s, input_fired_time: 0.6928597093, output_fired_time: 0.4278141260, propagate_forward_time: 25.5521221161, propagate_backward_time: 36.1884193420, weight_update_time: 0.0753913671, other_time: 1.5332908630
epoch time: 5.4451227188s, input_fired_time: 0.0711204857, output_fired_time: 0.0000000000, propagate_forward_time: 5.1032471657, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2707552910
validation[          , genome  5825] predictions:    9637/  10000 (96.37%), best:    9680/10000 (96.80%), error:      1154.21643, best error:      1005.17712 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 64.5417938232s, input_fired_time: 0.6998715997, output_fired_time: 0.4355639815, propagate_forward_time: 25.6213932037, propagate_backward_time: 36.2549781799, weight_update_time: 0.0754710808, other_time: 1.5299873352
epoch time: 5.4476985931s, input_fired_time: 0.0722966418, output_fired_time: 0.0000000000, propagate_forward_time: 5.1051759720, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2702260017
validation[          , genome  5825] predictions:    9720/  10000 (97.20%), best:    9720/10000 (97.20%), error:       982.23712, best error:       982.23712 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 65.0202331543s, input_fired_time: 0.7197818160, output_fired_time: 0.4374166727, propagate_forward_time: 25.7544555664, propagate_backward_time: 36.4922065735, weight_update_time: 0.0803649649, other_time: 1.6163749695
epoch time: 5.4696898460s, input_fired_time: 0.0760560855, output_fired_time: 0.0000000000, propagate_forward_time: 5.1126408577, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2809929848
validation[          , genome  5825] predictions:    9679/  10000 (96.79%), best:    9720/10000 (97.20%), error:      1055.85376, best error:       982.23712 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 64.6909408569s, input_fired_time: 0.7249857187, output_fired_time: 0.4319912195, propagate_forward_time: 25.5849685669, propagate_backward_time: 36.3060417175, weight_update_time: 0.0818092301, other_time: 1.6429519653
epoch time: 5.8584423065s, input_fired_time: 0.0771700665, output_fired_time: 0.0000000000, propagate_forward_time: 5.4922065735, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2890658379
validation[          , genome  5825] predictions:    9497/  10000 (94.97%), best:    9720/10000 (97.20%), error:      1689.37598, best error:       982.23712 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 64.8169860840s, input_fired_time: 0.7051244378, output_fired_time: 0.4376839101, propagate_forward_time: 25.6834163666, propagate_backward_time: 36.4513854980, weight_update_time: 0.0753201172, other_time: 1.5393753052
epoch time: 5.5013961792s, input_fired_time: 0.0727906749, output_fired_time: 0.0000000000, propagate_forward_time: 5.1572456360, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2713599205
validation[          , genome  5825] predictions:    9689/  10000 (96.89%), best:    9720/10000 (97.20%), error:       982.50299, best error:       982.23712 on epoch:    27, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 64.5493850708s, input_fired_time: 0.7014659047, output_fired_time: 0.4394169450, propagate_forward_time: 25.5915889740, propagate_backward_time: 36.2842178345, weight_update_time: 0.0748419613, other_time: 1.5326919556
epoch time: 5.4436144829s, input_fired_time: 0.0729955286, output_fired_time: 0.0000000000, propagate_forward_time: 5.1019282341, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2686905861
validation[          , genome  5825] predictions:    9700/  10000 (97.00%), best:    9720/10000 (97.20%), error:       997.12128, best error:       982.23712 on epoch:    27, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 64.4832077026s, input_fired_time: 0.7020293474, output_fired_time: 0.4389778078, propagate_forward_time: 25.6026573181, propagate_backward_time: 36.2200393677, weight_update_time: 0.0749048963, other_time: 1.5195045471
epoch time: 5.4695930481s, input_fired_time: 0.0728907213, output_fired_time: 0.0000000000, propagate_forward_time: 5.1235485077, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2731537819
validation[          , genome  5825] predictions:    9717/  10000 (97.17%), best:    9720/10000 (97.20%), error:      1009.65387, best error:       982.23712 on epoch:    27, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 64.3720550537s, input_fired_time: 0.7007129788, output_fired_time: 0.4299067259, propagate_forward_time: 25.5478019714, propagate_backward_time: 36.1799583435, weight_update_time: 0.0748457462, other_time: 1.5136756897
epoch time: 5.4464392662s, input_fired_time: 0.0721114799, output_fired_time: 0.0000000000, propagate_forward_time: 5.1040267944, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2703008652
validation[          , genome  5825] predictions:    9682/  10000 (96.82%), best:    9720/10000 (97.20%), error:      1054.26135, best error:       982.23712 on epoch:    27, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 64.8601455688s, input_fired_time: 0.6997416615, output_fired_time: 0.4374483824, propagate_forward_time: 25.6800384521, propagate_backward_time: 36.5233764648, weight_update_time: 0.0749003664, other_time: 1.5195388794
epoch time: 5.5015482903s, input_fired_time: 0.0723855346, output_fired_time: 0.0000000000, propagate_forward_time: 5.1567077637, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2724552155
validation[          , genome  5825] predictions:    9722/  10000 (97.22%), best:    9722/10000 (97.22%), error:       958.76068, best error:       958.76068 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 64.6483078003s, input_fired_time: 0.6931159496, output_fired_time: 0.4382307827, propagate_forward_time: 25.6230201721, propagate_backward_time: 36.3827285767, weight_update_time: 0.0748028904, other_time: 1.5112113953
epoch time: 5.4438247681s, input_fired_time: 0.0712384582, output_fired_time: 0.0000000000, propagate_forward_time: 5.1031060219, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2694802284
validation[          , genome  5825] predictions:    9639/  10000 (96.39%), best:    9722/10000 (97.22%), error:      1156.30798, best error:       958.76068 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 64.5618057251s, input_fired_time: 0.6976771355, output_fired_time: 0.4371115565, propagate_forward_time: 25.5859870911, propagate_backward_time: 36.3320045471, weight_update_time: 0.0748161674, other_time: 1.5090255737
epoch time: 5.4428596497s, input_fired_time: 0.0720250085, output_fired_time: 0.0000000000, propagate_forward_time: 5.1028013229, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2680335045
validation[          , genome  5825] predictions:    9650/  10000 (96.50%), best:    9722/10000 (97.22%), error:      1107.48767, best error:       958.76068 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 64.3052215576s, input_fired_time: 0.7019398808, output_fired_time: 0.4275295436, propagate_forward_time: 25.5195217133, propagate_backward_time: 36.1489486694, weight_update_time: 0.0746256784, other_time: 1.5072860718
epoch time: 5.4430875778s, input_fired_time: 0.0728886351, output_fired_time: 0.0000000000, propagate_forward_time: 5.1021256447, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2680730820
validation[          , genome  5825] predictions:    9709/  10000 (97.09%), best:    9722/10000 (97.22%), error:      1014.49811, best error:       958.76068 on epoch:    34, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 64.4972610474s, input_fired_time: 0.7049643993, output_fired_time: 0.4383602142, propagate_forward_time: 25.5549945831, propagate_backward_time: 36.2839050293, weight_update_time: 0.0747071207, other_time: 1.5150375366
epoch time: 5.4449348450s, input_fired_time: 0.0731132254, output_fired_time: 0.0000000000, propagate_forward_time: 5.1036725044, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2681488991
validation[          , genome  5825] predictions:    9700/  10000 (97.00%), best:    9722/10000 (97.22%), error:      1014.79272, best error:       958.76068 on epoch:    34, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 64.8336715698s, input_fired_time: 0.7078422308, output_fired_time: 0.4332588017, propagate_forward_time: 25.7104873657, propagate_backward_time: 36.4584045410, weight_update_time: 0.0751676336, other_time: 1.5236816406
epoch time: 5.4461531639s, input_fired_time: 0.0736666694, output_fired_time: 0.0000000000, propagate_forward_time: 5.1031947136, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2692918777
validation[          , genome  5825] predictions:    9678/  10000 (96.78%), best:    9722/10000 (97.22%), error:      1024.14429, best error:       958.76068 on epoch:    34, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 64.5290222168s, input_fired_time: 0.7068540454, output_fired_time: 0.4335762262, propagate_forward_time: 25.5729694366, propagate_backward_time: 36.2980194092, weight_update_time: 0.0751193985, other_time: 1.5176010132
epoch time: 5.4465136528s, input_fired_time: 0.0728207603, output_fired_time: 0.0000000000, propagate_forward_time: 5.1042513847, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2694416046
validation[          , genome  5825] predictions:    9690/  10000 (96.90%), best:    9722/10000 (97.22%), error:      1035.96021, best error:       958.76068 on epoch:    34, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 64.3705596924s, input_fired_time: 0.7065274119, output_fired_time: 0.4304249585, propagate_forward_time: 25.5770511627, propagate_backward_time: 36.1308135986, weight_update_time: 0.0749861822, other_time: 1.5257415771
epoch time: 5.4528055191s, input_fired_time: 0.0730155930, output_fired_time: 0.0000000000, propagate_forward_time: 5.1063175201, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2734723091
validation[          , genome  5825] predictions:    9719/  10000 (97.19%), best:    9722/10000 (97.22%), error:      1008.69934, best error:       958.76068 on epoch:    34, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 64.2888641357s, input_fired_time: 0.7044317126, output_fired_time: 0.4281993806, propagate_forward_time: 25.5201511383, propagate_backward_time: 36.1215171814, weight_update_time: 0.0749070421, other_time: 1.5145606995
epoch time: 5.4455671310s, input_fired_time: 0.0727520958, output_fired_time: 0.0000000000, propagate_forward_time: 5.1043596268, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2684555054
validation[          , genome  5825] predictions:    9675/  10000 (96.75%), best:    9722/10000 (97.22%), error:      1005.57196, best error:       958.76068 on epoch:    34, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 64.5178756714s, input_fired_time: 0.7074742913, output_fired_time: 0.4279442728, propagate_forward_time: 25.6126880646, propagate_backward_time: 36.2479324341, weight_update_time: 0.0751795918, other_time: 1.5218353271
epoch time: 5.4504489899s, input_fired_time: 0.0735385716, output_fired_time: 0.0000000000, propagate_forward_time: 5.1035685539, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2733416557
validation[          , genome  5825] predictions:    9705/  10000 (97.05%), best:    9722/10000 (97.22%), error:       984.62799, best error:       958.76068 on epoch:    34, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 64.7497482300s, input_fired_time: 0.7062130570, output_fired_time: 0.4370745122, propagate_forward_time: 25.7236614227, propagate_backward_time: 36.3613243103, weight_update_time: 0.0752072781, other_time: 1.5214729309
epoch time: 5.4461679459s, input_fired_time: 0.0726251751, output_fired_time: 0.0000000000, propagate_forward_time: 5.1052303314, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2683124542
validation[          , genome  5825] predictions:    9745/  10000 (97.45%), best:    9745/10000 (97.45%), error:       922.37677, best error:       922.37677 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 64.3023147583s, input_fired_time: 0.7002201676, output_fired_time: 0.4403823316, propagate_forward_time: 25.5201091766, propagate_backward_time: 36.1337623596, weight_update_time: 0.0749754906, other_time: 1.5078392029
epoch time: 5.4431195259s, input_fired_time: 0.0725676790, output_fired_time: 0.0000000000, propagate_forward_time: 5.1016740799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2688779831
validation[          , genome  5825] predictions:    9725/  10000 (97.25%), best:    9725/10000 (97.25%), error:       894.82098, best error:       894.82098 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 64.3859481812s, input_fired_time: 0.7054957747, output_fired_time: 0.4429065883, propagate_forward_time: 25.5298480988, propagate_backward_time: 36.1677207947, weight_update_time: 0.0749839768, other_time: 1.5399818420
epoch time: 5.4502139091s, input_fired_time: 0.0735861734, output_fired_time: 0.0000000000, propagate_forward_time: 5.1042776108, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2723503113
validation[          , genome  5825] predictions:    9728/  10000 (97.28%), best:    9725/10000 (97.25%), error:       925.41833, best error:       894.82098 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 64.4602203369s, input_fired_time: 0.7046856284, output_fired_time: 0.4307931364, propagate_forward_time: 25.5743579865, propagate_backward_time: 36.2059555054, weight_update_time: 0.0750100687, other_time: 1.5444259644
epoch time: 5.4509367943s, input_fired_time: 0.0731046274, output_fired_time: 0.0000000000, propagate_forward_time: 5.1057720184, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2720599174
validation[          , genome  5825] predictions:    9710/  10000 (97.10%), best:    9725/10000 (97.25%), error:       955.69562, best error:       894.82098 on epoch:    45, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 64.5112228394s, input_fired_time: 0.7022839785, output_fired_time: 0.4414173365, propagate_forward_time: 25.6006832123, propagate_backward_time: 36.2335128784, weight_update_time: 0.0749581903, other_time: 1.5333251953
epoch time: 5.4473676682s, input_fired_time: 0.0725987032, output_fired_time: 0.0000000000, propagate_forward_time: 5.1040110588, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2707576752
validation[          , genome  5825] predictions:    9654/  10000 (96.54%), best:    9725/10000 (97.25%), error:      1118.07898, best error:       894.82098 on epoch:    45, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 64.4832077026s, input_fired_time: 0.7032397985, output_fired_time: 0.4400640726, propagate_forward_time: 25.5641002655, propagate_backward_time: 36.2377624512, weight_update_time: 0.0748134926, other_time: 1.5380401611
epoch time: 5.4495301247s, input_fired_time: 0.0729186758, output_fired_time: 0.0000000000, propagate_forward_time: 5.1039710045, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2726402283
validation[          , genome  5825] predictions:    9698/  10000 (96.98%), best:    9725/10000 (97.25%), error:      1024.39636, best error:       894.82098 on epoch:    45, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 64.4901580811s, input_fired_time: 0.7022164464, output_fired_time: 0.4365592003, propagate_forward_time: 25.5853900909, propagate_backward_time: 36.2446861267, weight_update_time: 0.0749024004, other_time: 1.5213050842
epoch time: 5.4432477951s, input_fired_time: 0.0732102841, output_fired_time: 0.0000000000, propagate_forward_time: 5.1014623642, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2685751915
validation[          , genome  5825] predictions:    9703/  10000 (97.03%), best:    9725/10000 (97.25%), error:      1024.64673, best error:       894.82098 on epoch:    45, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 64.4776535034s, input_fired_time: 0.7015088797, output_fired_time: 0.4343029857, propagate_forward_time: 25.5839843750, propagate_backward_time: 36.2271499634, weight_update_time: 0.0749788955, other_time: 1.5307083130
epoch time: 5.4584159851s, input_fired_time: 0.0737287402, output_fired_time: 0.0000000000, propagate_forward_time: 5.1116967201, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2729907036
validation[          , genome  5825] predictions:    9701/  10000 (97.01%), best:    9725/10000 (97.25%), error:       952.40649, best error:       894.82098 on epoch:    45, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 64.9835891724s, input_fired_time: 0.7109934688, output_fired_time: 0.4401446283, propagate_forward_time: 25.8103046417, propagate_backward_time: 36.4759597778, weight_update_time: 0.0760615841, other_time: 1.5461883545
epoch time: 5.4967422485s, input_fired_time: 0.0743724182, output_fired_time: 0.0000000000, propagate_forward_time: 5.1490154266, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2733545303
validation[          , genome  5825] predictions:    9737/  10000 (97.37%), best:    9725/10000 (97.25%), error:       927.40472, best error:       894.82098 on epoch:    45, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 64.5954971313s, input_fired_time: 0.7088832259, output_fired_time: 0.4364305735, propagate_forward_time: 25.6065940857, propagate_backward_time: 36.3106460571, weight_update_time: 0.0749560297, other_time: 1.5329437256
epoch time: 5.4470272064s, input_fired_time: 0.0736462623, output_fired_time: 0.0000000000, propagate_forward_time: 5.1021251678, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2712559700
validation[          , genome  5825] predictions:    9684/  10000 (96.84%), best:    9725/10000 (97.25%), error:      1087.63074, best error:       894.82098 on epoch:    45, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 64.3794479370s, input_fired_time: 0.7076861262, output_fired_time: 0.4335500002, propagate_forward_time: 25.5709609985, propagate_backward_time: 36.1466064453, weight_update_time: 0.0746691003, other_time: 1.5206413269
epoch time: 5.4591641426s, input_fired_time: 0.0730715692, output_fired_time: 0.0000000000, propagate_forward_time: 5.1166310310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2694616318
validation[          , genome  5825] predictions:    9735/  10000 (97.35%), best:    9725/10000 (97.25%), error:       927.36444, best error:       894.82098 on epoch:    45, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 64.2907867432s, input_fired_time: 0.7073075771, output_fired_time: 0.4267634451, propagate_forward_time: 25.5331153870, propagate_backward_time: 36.1138076782, weight_update_time: 0.0746424794, other_time: 1.5097961426
epoch time: 5.4871439934s, input_fired_time: 0.0738060251, output_fired_time: 0.0000000000, propagate_forward_time: 5.1440315247, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2693066597
validation[          , genome  5825] predictions:    9624/  10000 (96.24%), best:    9725/10000 (97.25%), error:      1211.82654, best error:       894.82098 on epoch:    45, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 64.4252853394s, input_fired_time: 0.7095074654, output_fired_time: 0.4393790364, propagate_forward_time: 25.5664882660, propagate_backward_time: 36.1914482117, weight_update_time: 0.0747702047, other_time: 1.5184593201
epoch time: 5.4491205215s, input_fired_time: 0.0742044151, output_fired_time: 0.0000000000, propagate_forward_time: 5.1041893959, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2707266808
validation[          , genome  5825] predictions:    9716/  10000 (97.16%), best:    9725/10000 (97.25%), error:       962.69293, best error:       894.82098 on epoch:    45, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 64.3487701416s, input_fired_time: 0.7125720978, output_fired_time: 0.4304783940, propagate_forward_time: 25.5376052856, propagate_backward_time: 36.1348648071, weight_update_time: 0.0745802820, other_time: 1.5332527161
epoch time: 5.4536156654s, input_fired_time: 0.0755128264, output_fired_time: 0.0000000000, propagate_forward_time: 5.1065034866, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2715992928
validation[          , genome  5825] predictions:    9725/  10000 (97.25%), best:    9725/10000 (97.25%), error:       945.38086, best error:       894.82098 on epoch:    45, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 64.7809371948s, input_fired_time: 0.7190991044, output_fired_time: 0.4378098845, propagate_forward_time: 25.7046241760, propagate_backward_time: 36.3677520752, weight_update_time: 0.0753134266, other_time: 1.5516510010
epoch time: 5.9456567764s, input_fired_time: 0.0798746720, output_fired_time: 0.0000000000, propagate_forward_time: 5.5757184029, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2900638580
validation[          , genome  5825] predictions:    9720/  10000 (97.20%), best:    9725/10000 (97.25%), error:       995.72076, best error:       894.82098 on epoch:    45, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 65.2458343506s, input_fired_time: 0.7248302698, output_fired_time: 0.4374051392, propagate_forward_time: 25.8424892426, propagate_backward_time: 36.6810607910, weight_update_time: 0.0754282922, other_time: 1.5600433350
epoch time: 5.4709596634s, input_fired_time: 0.0747081116, output_fired_time: 0.0000000000, propagate_forward_time: 5.1219825745, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2742691040
validation[          , genome  5825] predictions:    9708/  10000 (97.08%), best:    9725/10000 (97.25%), error:       982.59851, best error:       894.82098 on epoch:    45, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 65.1677246094s, input_fired_time: 0.7233043313, output_fired_time: 0.4365586042, propagate_forward_time: 25.8473491669, propagate_backward_time: 36.5880584717, weight_update_time: 0.0753710866, other_time: 1.5724487305
epoch time: 5.6846027374s, input_fired_time: 0.0776046365, output_fired_time: 0.0000000000, propagate_forward_time: 5.3186612129, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2883367538
validation[          , genome  5825] predictions:    9723/  10000 (97.23%), best:    9725/10000 (97.25%), error:       946.33569, best error:       894.82098 on epoch:    45, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 67.3542251587s, input_fired_time: 0.7364781499, output_fired_time: 0.4516724646, propagate_forward_time: 26.6753768921, propagate_backward_time: 37.8830490112, weight_update_time: 0.0783484429, other_time: 1.6076431274
epoch time: 5.5568470955s, input_fired_time: 0.0758986771, output_fired_time: 0.0000000000, propagate_forward_time: 5.1994867325, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2814617157
validation[          , genome  5825] predictions:    9705/  10000 (97.05%), best:    9725/10000 (97.25%), error:      1026.21704, best error:       894.82098 on epoch:    45, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 65.2443237305s, input_fired_time: 0.7244282961, output_fired_time: 0.4460418820, propagate_forward_time: 25.9024543762, propagate_backward_time: 36.6054878235, weight_update_time: 0.0760644898, other_time: 1.5659103394
epoch time: 5.4544787407s, input_fired_time: 0.0752911717, output_fired_time: 0.0000000000, propagate_forward_time: 5.1055531502, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2736344337
validation[          , genome  5825] predictions:    9693/  10000 (96.93%), best:    9725/10000 (97.25%), error:      1024.23938, best error:       894.82098 on epoch:    45, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 65.0224838257s, input_fired_time: 0.7269458175, output_fired_time: 0.4394977391, propagate_forward_time: 25.7915172577, propagate_backward_time: 36.4882164001, weight_update_time: 0.0766270384, other_time: 1.5763053894
epoch time: 5.4976162910s, input_fired_time: 0.0756552666, output_fired_time: 0.0000000000, propagate_forward_time: 5.1481099129, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2738509178
validation[          , genome  5825] predictions:    9738/  10000 (97.38%), best:    9725/10000 (97.25%), error:       907.77570, best error:       894.82098 on epoch:    45, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 65.2152404785s, input_fired_time: 0.7220547199, output_fired_time: 0.4441846311, propagate_forward_time: 25.8388442993, propagate_backward_time: 36.6532135010, weight_update_time: 0.0754359588, other_time: 1.5569458008
epoch time: 5.4987235069s, input_fired_time: 0.0746187270, output_fired_time: 0.0000000000, propagate_forward_time: 5.1501617432, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2739429474
validation[          , genome  5825] predictions:    9609/  10000 (96.09%), best:    9725/10000 (97.25%), error:      1276.45374, best error:       894.82098 on epoch:    45, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 64.5910186768s, input_fired_time: 0.7179890871, output_fired_time: 0.4317483306, propagate_forward_time: 25.6205673218, propagate_backward_time: 36.2802734375, weight_update_time: 0.0747335404, other_time: 1.5404396057
epoch time: 5.4536223412s, input_fired_time: 0.0759314746, output_fired_time: 0.0000000000, propagate_forward_time: 5.1058073044, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2718834877
validation[          , genome  5825] predictions:    9663/  10000 (96.63%), best:    9725/10000 (97.25%), error:      1125.30212, best error:       894.82098 on epoch:    45, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 64.8672943115s, input_fired_time: 0.7199997902, output_fired_time: 0.4395430982, propagate_forward_time: 25.7665672302, propagate_backward_time: 36.3954658508, weight_update_time: 0.0750899911, other_time: 1.5457153320
epoch time: 5.4512238503s, input_fired_time: 0.0757301748, output_fired_time: 0.0000000000, propagate_forward_time: 5.1042451859, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2712483406
validation[          , genome  5825] predictions:    9711/  10000 (97.11%), best:    9725/10000 (97.25%), error:      1037.16077, best error:       894.82098 on epoch:    45, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 64.8529586792s, input_fired_time: 0.7204760313, output_fired_time: 0.4375616610, propagate_forward_time: 25.7896957397, propagate_backward_time: 36.3563575745, weight_update_time: 0.0749617666, other_time: 1.5488700867
epoch time: 5.4467568398s, input_fired_time: 0.0752268806, output_fired_time: 0.0000000000, propagate_forward_time: 5.1029543877, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2685756683
validation[          , genome  5825] predictions:    9713/  10000 (97.13%), best:    9725/10000 (97.25%), error:       940.48633, best error:       894.82098 on epoch:    45, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 64.8669433594s, input_fired_time: 0.7191944122, output_fired_time: 0.4344986379, propagate_forward_time: 25.7456359863, propagate_backward_time: 36.4371871948, weight_update_time: 0.0752053782, other_time: 1.5304298401
epoch time: 5.4487442970s, input_fired_time: 0.0747790337, output_fired_time: 0.0000000000, propagate_forward_time: 5.1032762527, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2706890106
validation[          , genome  5825] predictions:    9743/  10000 (97.43%), best:    9743/10000 (97.43%), error:       862.92041, best error:       862.92041 on epoch:    68, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 64.9985275269s, input_fired_time: 0.7195532918, output_fired_time: 0.4406288564, propagate_forward_time: 25.8763504028, propagate_backward_time: 36.4233283997, weight_update_time: 0.0752246007, other_time: 1.5386695862
epoch time: 5.4523797035s, input_fired_time: 0.0753884315, output_fired_time: 0.0000000000, propagate_forward_time: 5.1033139229, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2736773491
validation[          , genome  5825] predictions:    9735/  10000 (97.35%), best:    9743/10000 (97.43%), error:       894.36145, best error:       862.92041 on epoch:    68, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 65.5490646362s, input_fired_time: 0.7251894474, output_fired_time: 0.4454662204, propagate_forward_time: 26.0458297729, propagate_backward_time: 36.7652435303, weight_update_time: 0.0760787949, other_time: 1.5673370361
epoch time: 5.4636793137s, input_fired_time: 0.0754913241, output_fired_time: 0.0000000000, propagate_forward_time: 5.1151213646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2730665207
validation[          , genome  5825] predictions:    9708/  10000 (97.08%), best:    9743/10000 (97.43%), error:      1000.42242, best error:       862.92041 on epoch:    68, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 65.0470352173s, input_fired_time: 0.7248525620, output_fired_time: 0.4411629140, propagate_forward_time: 25.7990150452, propagate_backward_time: 36.5309906006, weight_update_time: 0.0753974393, other_time: 1.5510139465
epoch time: 5.4739770889s, input_fired_time: 0.0763968900, output_fired_time: 0.0000000000, propagate_forward_time: 5.1214256287, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2761545181
validation[          , genome  5825] predictions:    9696/  10000 (96.96%), best:    9743/10000 (97.43%), error:       986.75201, best error:       862.92041 on epoch:    68, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 64.6722412109s, input_fired_time: 0.7214034200, output_fired_time: 0.4357351363, propagate_forward_time: 25.6062297821, propagate_backward_time: 36.3631248474, weight_update_time: 0.0749025717, other_time: 1.5457496643
epoch time: 5.4556293488s, input_fired_time: 0.0767974481, output_fired_time: 0.0000000000, propagate_forward_time: 5.1059212685, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2729105949
validation[          , genome  5825] predictions:    9751/  10000 (97.51%), best:    9751/10000 (97.51%), error:       852.22430, best error:       852.22430 on epoch:    72, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 64.6351089478s, input_fired_time: 0.7228302956, output_fired_time: 0.4365529418, propagate_forward_time: 25.6136112213, propagate_backward_time: 36.3215332031, weight_update_time: 0.0748102143, other_time: 1.5405807495
epoch time: 5.4540262222s, input_fired_time: 0.0756677911, output_fired_time: 0.0000000000, propagate_forward_time: 5.1060271263, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2723312378
validation[          , genome  5825] predictions:    9642/  10000 (96.42%), best:    9751/10000 (97.51%), error:      1214.57373, best error:       852.22430 on epoch:    72, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 64.5101699829s, input_fired_time: 0.7223255634, output_fired_time: 0.4324045181, propagate_forward_time: 25.5530166626, propagate_backward_time: 36.2602577209, weight_update_time: 0.0748735219, other_time: 1.5421676636
epoch time: 5.5155596733s, input_fired_time: 0.0763001442, output_fired_time: 0.0000000000, propagate_forward_time: 5.1674675941, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2717919350
validation[          , genome  5825] predictions:    9658/  10000 (96.58%), best:    9751/10000 (97.51%), error:      1130.11133, best error:       852.22430 on epoch:    72, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 64.3848648071s, input_fired_time: 0.7177658677, output_fired_time: 0.4278905690, propagate_forward_time: 25.5399456024, propagate_backward_time: 36.1831741333, weight_update_time: 0.0748814195, other_time: 1.5160903931
epoch time: 5.4491949081s, input_fired_time: 0.0758245513, output_fired_time: 0.0000000000, propagate_forward_time: 5.1039624214, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2694077492
validation[          , genome  5825] predictions:    9741/  10000 (97.41%), best:    9751/10000 (97.51%), error:       913.39716, best error:       852.22430 on epoch:    72, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 64.7608413696s, input_fired_time: 0.7212133408, output_fired_time: 0.4379681051, propagate_forward_time: 25.6636123657, propagate_backward_time: 36.3996963501, weight_update_time: 0.0753162280, other_time: 1.5383491516
epoch time: 5.4514789581s, input_fired_time: 0.0761034265, output_fired_time: 0.0000000000, propagate_forward_time: 5.1048598289, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2705159187
validation[          , genome  5825] predictions:    9742/  10000 (97.42%), best:    9751/10000 (97.51%), error:       910.42548, best error:       852.22430 on epoch:    72, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 64.6674499512s, input_fired_time: 0.7234165072, output_fired_time: 0.4396962523, propagate_forward_time: 25.6388969421, propagate_backward_time: 36.3278160095, weight_update_time: 0.0752835348, other_time: 1.5376243591
epoch time: 5.4547681808s, input_fired_time: 0.0763891190, output_fired_time: 0.0000000000, propagate_forward_time: 5.1060571671, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2723217010
validation[          , genome  5825] predictions:    9706/  10000 (97.06%), best:    9751/10000 (97.51%), error:      1009.88800, best error:       852.22430 on epoch:    72, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 64.5738677979s, input_fired_time: 0.7248834372, output_fired_time: 0.4356064200, propagate_forward_time: 25.5737342834, propagate_backward_time: 36.2714881897, weight_update_time: 0.0759131908, other_time: 1.5681533813
epoch time: 5.4590163231s, input_fired_time: 0.0746718869, output_fired_time: 0.0000000000, propagate_forward_time: 5.1048746109, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2794699669
validation[          , genome  5825] predictions:    9620/  10000 (96.20%), best:    9751/10000 (97.51%), error:      1382.90674, best error:       852.22430 on epoch:    72, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 64.6433792114s, input_fired_time: 0.7225534916, output_fired_time: 0.4409826696, propagate_forward_time: 25.6238098145, propagate_backward_time: 36.3127479553, weight_update_time: 0.0754672736, other_time: 1.5432853699
epoch time: 5.4571990967s, input_fired_time: 0.0759587511, output_fired_time: 0.0000000000, propagate_forward_time: 5.1084947586, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2727456093
validation[          , genome  5825] predictions:    9690/  10000 (96.90%), best:    9751/10000 (97.51%), error:      1045.34436, best error:       852.22430 on epoch:    72, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 64.5524215698s, input_fired_time: 0.7238646150, output_fired_time: 0.4449374676, propagate_forward_time: 25.5702533722, propagate_backward_time: 36.2576026917, weight_update_time: 0.0754575282, other_time: 1.5557594299
epoch time: 5.4660086632s, input_fired_time: 0.0770912096, output_fired_time: 0.0000000000, propagate_forward_time: 5.1124382019, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2764792442
validation[          , genome  5825] predictions:    9730/  10000 (97.30%), best:    9751/10000 (97.51%), error:       925.59839, best error:       852.22430 on epoch:    72, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 64.5401992798s, input_fired_time: 0.7248284817, output_fired_time: 0.4351305068, propagate_forward_time: 25.5416069031, propagate_backward_time: 36.2925910950, weight_update_time: 0.0752379149, other_time: 1.5460433960
epoch time: 5.4567756653s, input_fired_time: 0.0764718875, output_fired_time: 0.0000000000, propagate_forward_time: 5.1067886353, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2735152245
validation[          , genome  5825] predictions:    9681/  10000 (96.81%), best:    9751/10000 (97.51%), error:      1041.49744, best error:       852.22430 on epoch:    72, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 64.6802062988s, input_fired_time: 0.7258056402, output_fired_time: 0.4365023077, propagate_forward_time: 25.6188716888, propagate_backward_time: 36.3553810120, weight_update_time: 0.0755648687, other_time: 1.5436439514
epoch time: 5.4550967216s, input_fired_time: 0.0771614239, output_fired_time: 0.0000000000, propagate_forward_time: 5.1070885658, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2708468437
validation[          , genome  5825] predictions:    9729/  10000 (97.29%), best:    9751/10000 (97.51%), error:       924.29895, best error:       852.22430 on epoch:    72, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 64.4495544434s, input_fired_time: 0.7270901203, output_fired_time: 0.4383156598, propagate_forward_time: 25.5404796600, propagate_backward_time: 36.2118530273, weight_update_time: 0.0766544119, other_time: 1.5318145752
epoch time: 5.4502472878s, input_fired_time: 0.0775785521, output_fired_time: 0.0000000000, propagate_forward_time: 5.1024060249, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2702627182
validation[          , genome  5825] predictions:    9740/  10000 (97.40%), best:    9751/10000 (97.51%), error:       897.64752, best error:       852.22430 on epoch:    72, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 64.3945770264s, input_fired_time: 0.7222939730, output_fired_time: 0.4352787733, propagate_forward_time: 25.5210647583, propagate_backward_time: 36.1938095093, weight_update_time: 0.0751847848, other_time: 1.5221290588
epoch time: 5.4494080544s, input_fired_time: 0.0770627335, output_fired_time: 0.0000000000, propagate_forward_time: 5.1023769379, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2699685097
validation[          , genome  5825] predictions:    9736/  10000 (97.36%), best:    9751/10000 (97.51%), error:       908.43298, best error:       852.22430 on epoch:    72, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 64.4548568726s, input_fired_time: 0.7255637646, output_fired_time: 0.4302452803, propagate_forward_time: 25.5226039886, propagate_backward_time: 36.2417945862, weight_update_time: 0.0751060843, other_time: 1.5346488953
epoch time: 5.4528870583s, input_fired_time: 0.0775229260, output_fired_time: 0.0000000000, propagate_forward_time: 5.1036701202, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2716941833
validation[          , genome  5825] predictions:    9722/  10000 (97.22%), best:    9751/10000 (97.51%), error:       943.37518, best error:       852.22430 on epoch:    72, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 64.7739028931s, input_fired_time: 0.7271923423, output_fired_time: 0.4382728934, propagate_forward_time: 25.6876621246, propagate_backward_time: 36.3847084045, weight_update_time: 0.0754202753, other_time: 1.5360603333
epoch time: 5.4614167213s, input_fired_time: 0.0771218017, output_fired_time: 0.0000000000, propagate_forward_time: 5.1101107597, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2741842270
validation[          , genome  5825] predictions:    9711/  10000 (97.11%), best:    9751/10000 (97.51%), error:      1010.37231, best error:       852.22430 on epoch:    72, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 64.5614700317s, input_fired_time: 0.7275093794, output_fired_time: 0.4390058517, propagate_forward_time: 25.6023864746, propagate_backward_time: 36.2453765869, weight_update_time: 0.0754816607, other_time: 1.5471916199
epoch time: 5.4596495628s, input_fired_time: 0.0775713176, output_fired_time: 0.0000000000, propagate_forward_time: 5.1064310074, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2756471634
validation[          , genome  5825] predictions:    9686/  10000 (96.86%), best:    9751/10000 (97.51%), error:      1046.50049, best error:       852.22430 on epoch:    72, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 64.9840545654s, input_fired_time: 0.7306648493, output_fired_time: 0.4333420694, propagate_forward_time: 25.7354049683, propagate_backward_time: 36.5319900513, weight_update_time: 0.0762706846, other_time: 1.5526504517
epoch time: 5.4542412758s, input_fired_time: 0.0770789459, output_fired_time: 0.0000000000, propagate_forward_time: 5.1059417725, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2712206841
validation[          , genome  5825] predictions:    9741/  10000 (97.41%), best:    9751/10000 (97.51%), error:       931.04791, best error:       852.22430 on epoch:    72, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 64.4886322021s, input_fired_time: 0.7258779407, output_fired_time: 0.4444833696, propagate_forward_time: 25.5620746613, propagate_backward_time: 36.2248840332, weight_update_time: 0.0753090158, other_time: 1.5313110352
epoch time: 5.4565868378s, input_fired_time: 0.0773797035, output_fired_time: 0.0000000000, propagate_forward_time: 5.1062502861, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2729568481
validation[          , genome  5825] predictions:    9729/  10000 (97.29%), best:    9751/10000 (97.51%), error:       967.56116, best error:       852.22430 on epoch:    72, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 64.3222503662s, input_fired_time: 0.7232757807, output_fired_time: 0.4276563823, propagate_forward_time: 25.5296649933, propagate_backward_time: 36.1190567017, weight_update_time: 0.0751217455, other_time: 1.5225982666
epoch time: 5.4517459869s, input_fired_time: 0.0770462677, output_fired_time: 0.0000000000, propagate_forward_time: 5.1041488647, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2705507278
validation[          , genome  5825] predictions:    9704/  10000 (97.04%), best:    9751/10000 (97.51%), error:      1037.56958, best error:       852.22430 on epoch:    72, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 64.3590316772s, input_fired_time: 0.7250480056, output_fired_time: 0.4281795025, propagate_forward_time: 25.5339012146, propagate_backward_time: 36.1347656250, weight_update_time: 0.0753782243, other_time: 1.5371360779
epoch time: 5.4551124573s, input_fired_time: 0.0764867365, output_fired_time: 0.0000000000, propagate_forward_time: 5.1067128181, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2719130516
validation[          , genome  5825] predictions:    9746/  10000 (97.46%), best:    9751/10000 (97.51%), error:       897.23840, best error:       852.22430 on epoch:    72, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 64.3176040649s, input_fired_time: 0.7231685519, output_fired_time: 0.4271737337, propagate_forward_time: 25.5258979797, propagate_backward_time: 36.1159591675, weight_update_time: 0.0751664937, other_time: 1.5254058838
epoch time: 5.4577083588s, input_fired_time: 0.0769023150, output_fired_time: 0.0000000000, propagate_forward_time: 5.1107201576, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2700858116
validation[          , genome  5825] predictions:    9711/  10000 (97.11%), best:    9751/10000 (97.51%), error:      1004.89514, best error:       852.22430 on epoch:    72, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 64.3211441040s, input_fired_time: 0.7259435654, output_fired_time: 0.4271323085, propagate_forward_time: 25.5250129700, propagate_backward_time: 36.1189422607, weight_update_time: 0.0752107799, other_time: 1.5241127014
epoch time: 5.4528355598s, input_fired_time: 0.0778225884, output_fired_time: 0.0000000000, propagate_forward_time: 5.1055970192, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2694158554
validation[          , genome  5825] predictions:    9744/  10000 (97.44%), best:    9751/10000 (97.51%), error:       905.11047, best error:       852.22430 on epoch:    72, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 64.4022369385s, input_fired_time: 0.7246019244, output_fired_time: 0.4280167222, propagate_forward_time: 25.5451927185, propagate_backward_time: 36.1790924072, weight_update_time: 0.0752059966, other_time: 1.5253334045
epoch time: 5.4510984421s, input_fired_time: 0.0758283213, output_fired_time: 0.0000000000, propagate_forward_time: 5.1062912941, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2689785957
validation[          , genome  5825] predictions:    9625/  10000 (96.25%), best:    9751/10000 (97.51%), error:      1242.86157, best error:       852.22430 on epoch:    72, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 64.4759216309s, input_fired_time: 0.7226300836, output_fired_time: 0.4362792969, propagate_forward_time: 25.5858745575, propagate_backward_time: 36.2032127380, weight_update_time: 0.0752612352, other_time: 1.5279273987
epoch time: 5.4651169777s, input_fired_time: 0.0771657974, output_fired_time: 0.0000000000, propagate_forward_time: 5.1158757210, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2720756531
validation[          , genome  5825] predictions:    9720/  10000 (97.20%), best:    9751/10000 (97.51%), error:       973.04480, best error:       852.22430 on epoch:    72, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 64.4013595581s, input_fired_time: 0.7237257957, output_fired_time: 0.4361000955, propagate_forward_time: 25.5449562073, propagate_backward_time: 36.1575698853, weight_update_time: 0.0754133165, other_time: 1.5390090942
epoch time: 5.4525918961s, input_fired_time: 0.0772220418, output_fired_time: 0.0000000000, propagate_forward_time: 5.1049346924, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2704353333
validation[          , genome  5825] predictions:    9743/  10000 (97.43%), best:    9751/10000 (97.51%), error:       930.80121, best error:       852.22430 on epoch:    72, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 64.5099639893s, input_fired_time: 0.7240337133, output_fired_time: 0.4407896996, propagate_forward_time: 25.5886955261, propagate_backward_time: 36.2262268066, weight_update_time: 0.0756017417, other_time: 1.5302200317
epoch time: 5.4621305466s, input_fired_time: 0.0777503923, output_fired_time: 0.0000000000, propagate_forward_time: 5.1110248566, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2733554840
validation[          , genome  5825] predictions:    9749/  10000 (97.49%), best:    9751/10000 (97.51%), error:       895.46967, best error:       852.22430 on epoch:    72, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 64.5439376831s, input_fired_time: 0.7234426141, output_fired_time: 0.4350839853, propagate_forward_time: 25.6220092773, propagate_backward_time: 36.2354545593, weight_update_time: 0.0754317418, other_time: 1.5279464722
epoch time: 5.4528017044s, input_fired_time: 0.0775281265, output_fired_time: 0.0000000000, propagate_forward_time: 5.1047844887, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2704892159
validation[          , genome  5825] predictions:    9721/  10000 (97.21%), best:    9751/10000 (97.51%), error:      1008.08215, best error:       852.22430 on epoch:    72, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 64.5729293823s, input_fired_time: 0.7272554636, output_fired_time: 0.4332938492, propagate_forward_time: 25.6144237518, propagate_backward_time: 36.2573928833, weight_update_time: 0.0756069347, other_time: 1.5405654907
epoch time: 5.4582381248s, input_fired_time: 0.0783483833, output_fired_time: 0.0000000000, propagate_forward_time: 5.1066079140, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2732820511
validation[          , genome  5825] predictions:    9698/  10000 (96.98%), best:    9751/10000 (97.51%), error:      1061.59424, best error:       852.22430 on epoch:    72, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 64.4230270386s, input_fired_time: 0.7277585864, output_fired_time: 0.4288159609, propagate_forward_time: 25.5659408569, propagate_backward_time: 36.1654090881, weight_update_time: 0.0754098222, other_time: 1.5350990295
epoch time: 5.4521470070s, input_fired_time: 0.0772562847, output_fired_time: 0.0000000000, propagate_forward_time: 5.1049122810, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2699785233
validation[          , genome  5825] predictions:    9706/  10000 (97.06%), best:    9751/10000 (97.51%), error:       993.46033, best error:       852.22430 on epoch:    72, 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: 27.2805213928s, input_fired_time: 0.3877857327, output_fired_time: 0.0000000000, propagate_forward_time: 25.5206813812, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3720550537
best training[          , genome  5825] predictions:   49570/  50000 (99.14%), best:    9751/10000 (97.51%), error:      1828.73193, best error:       852.22430 on epoch:    72, 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: 5.4595088959s, input_fired_time: 0.0750202090, output_fired_time: 0.0000000000, propagate_forward_time: 5.1089510918, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2755374908
   testing[          , genome  5825] predictions:    9752/  10000 (97.52%), best:    9751/10000 (97.51%), error:       783.02734, best error:       852.22430 on epoch:    72, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
23:54:36 (4341): called boinc_finish(0)

</stderr_txt>
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