Nameexact_genome_1512568488_42_6278_0
Workunit2602635
Created7 Dec 2017, 18:57:27 UTC
Sent7 Dec 2017, 19:01:13 UTC
Report deadline14 Dec 2017, 6:36:55 UTC
Received8 Dec 2017, 14:48:40 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID54172
Run time3 hours 37 min 27 sec
CPU time3 hours 37 min 23 sec
Validate stateValid
Credit1,620.78
Device peak FLOPS3.27 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size152.37 MB
Peak swap size153.84 MB
Peak disk usage1.37 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
me: 0.7001825571, propagate_forward_time: 48.9786109924, propagate_backward_time: 64.8617172241, weight_update_time: 0.1325549185, other_time: 2.5129013062
epoch time: 10.3556127548s, input_fired_time: 0.1080134585, output_fired_time: 0.0000000000, propagate_forward_time: 9.7976417542, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4499578476
validation[          , genome  6278] predictions:    9671/  10000 (96.71%), best:    9688/10000 (96.88%), error:      1125.97217, best error:      1067.51538 on epoch:     9, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 117.8562240601s, input_fired_time: 0.9652365446, output_fired_time: 0.7036035657, propagate_forward_time: 48.8353729248, propagate_backward_time: 64.8431472778, weight_update_time: 0.1318918467, other_time: 2.5088653564
epoch time: 10.3341341019s, input_fired_time: 0.1071971357, output_fired_time: 0.0000000000, propagate_forward_time: 9.7772445679, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4496927261
validation[          , genome  6278] predictions:    9675/  10000 (96.75%), best:    9688/10000 (96.88%), error:      1092.97620, best error:      1067.51538 on epoch:     9, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 118.0279617310s, input_fired_time: 0.9636701941, output_fired_time: 0.6994258165, propagate_forward_time: 48.8961868286, propagate_backward_time: 64.9603347778, weight_update_time: 0.1318573207, other_time: 2.5083465576
epoch time: 10.3269577026s, input_fired_time: 0.1072138026, output_fired_time: 0.0000000000, propagate_forward_time: 9.7709026337, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4488410950
validation[          , genome  6278] predictions:    9667/  10000 (96.67%), best:    9688/10000 (96.88%), error:      1084.91748, best error:      1067.51538 on epoch:     9, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 117.5921478271s, input_fired_time: 0.9560670257, output_fired_time: 0.6870622039, propagate_forward_time: 48.8127937317, propagate_backward_time: 64.6436233521, weight_update_time: 0.1313593537, other_time: 2.4925918579
epoch time: 10.3033933640s, input_fired_time: 0.1068884656, output_fired_time: 0.0000000000, propagate_forward_time: 9.7556037903, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4409008026
validation[          , genome  6278] predictions:    9625/  10000 (96.25%), best:    9688/10000 (96.88%), error:      1214.80823, best error:      1067.51538 on epoch:     9, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 117.9688873291s, input_fired_time: 0.9639637470, output_fired_time: 0.6990101337, propagate_forward_time: 48.8829269409, propagate_backward_time: 64.9236145020, weight_update_time: 0.1317956448, other_time: 2.4993667603
epoch time: 10.3469791412s, input_fired_time: 0.1079023927, output_fired_time: 0.0000000000, propagate_forward_time: 9.7889528275, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4501237869
validation[          , genome  6278] predictions:    9672/  10000 (96.72%), best:    9688/10000 (96.88%), error:      1081.79651, best error:      1067.51538 on epoch:     9, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 117.4656372070s, input_fired_time: 0.9646840692, output_fired_time: 0.6963892579, propagate_forward_time: 48.6578788757, propagate_backward_time: 64.6107482910, weight_update_time: 0.1312341392, other_time: 2.5359344482
epoch time: 10.3397750854s, input_fired_time: 0.1076440588, output_fired_time: 0.0000000000, propagate_forward_time: 9.7811326981, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4509983063
validation[          , genome  6278] predictions:    9672/  10000 (96.72%), best:    9672/10000 (96.72%), error:      1059.77393, best error:      1059.77393 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 117.6898880005s, input_fired_time: 0.9631089568, output_fired_time: 0.6921762824, propagate_forward_time: 48.7972259521, propagate_backward_time: 64.7143630981, weight_update_time: 0.1308276355, other_time: 2.5230102539
epoch time: 10.3394231796s, input_fired_time: 0.1078206822, output_fired_time: 0.0000000000, propagate_forward_time: 9.7821884155, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4494142532
validation[          , genome  6278] predictions:    9707/  10000 (97.07%), best:    9707/10000 (97.07%), error:      1023.00531, best error:      1023.00531 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 118.0324707031s, input_fired_time: 0.9631707668, output_fired_time: 0.6949800849, propagate_forward_time: 48.9435005188, propagate_backward_time: 64.9121932983, weight_update_time: 0.1311495900, other_time: 2.5186233521
epoch time: 10.3401575089s, input_fired_time: 0.1081022397, output_fired_time: 0.0000000000, propagate_forward_time: 9.7816667557, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4503889084
validation[          , genome  6278] predictions:    9672/  10000 (96.72%), best:    9707/10000 (97.07%), error:      1066.78833, best error:      1023.00531 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 117.9884185791s, input_fired_time: 0.9639553428, output_fired_time: 0.6935285330, propagate_forward_time: 48.9300956726, propagate_backward_time: 64.8894119263, weight_update_time: 0.1307876110, other_time: 2.5114212036
epoch time: 10.3265886307s, input_fired_time: 0.1076570451, output_fired_time: 0.0000000000, propagate_forward_time: 9.7750549316, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4438762665
validation[          , genome  6278] predictions:    9655/  10000 (96.55%), best:    9707/10000 (97.07%), error:      1103.78003, best error:      1023.00531 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 117.2827987671s, input_fired_time: 0.9615030289, output_fired_time: 0.6928603649, propagate_forward_time: 48.5232200623, propagate_backward_time: 64.5980682373, weight_update_time: 0.1310722977, other_time: 2.5071411133
epoch time: 10.3470973969s, input_fired_time: 0.1086219177, output_fired_time: 0.0000000000, propagate_forward_time: 9.7864379883, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4520378113
validation[          , genome  6278] predictions:    9639/  10000 (96.39%), best:    9707/10000 (97.07%), error:      1106.52478, best error:      1023.00531 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 118.5354309082s, input_fired_time: 0.9712265730, output_fired_time: 0.7033879757, propagate_forward_time: 48.9486351013, propagate_backward_time: 65.3858718872, weight_update_time: 0.1325508356, other_time: 2.5263137817
epoch time: 10.3490934372s, input_fired_time: 0.1083831564, output_fired_time: 0.0000000000, propagate_forward_time: 9.7874212265, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4532890320
validation[          , genome  6278] predictions:    9638/  10000 (96.38%), best:    9707/10000 (97.07%), error:      1166.17480, best error:      1023.00531 on epoch:    20, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 118.5529632568s, input_fired_time: 0.9723975658, output_fired_time: 0.7037792206, propagate_forward_time: 48.9539070129, propagate_backward_time: 65.3977432251, weight_update_time: 0.1324145198, other_time: 2.5251388550
epoch time: 10.3536825180s, input_fired_time: 0.1084271669, output_fired_time: 0.0000000000, propagate_forward_time: 9.7930526733, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4522027969
validation[          , genome  6278] predictions:    9699/  10000 (96.99%), best:    9699/10000 (96.99%), error:      1008.86786, best error:      1008.86786 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 118.5401611328s, input_fired_time: 0.9708833098, output_fired_time: 0.6990153193, propagate_forward_time: 48.9906005859, propagate_backward_time: 65.3686752319, weight_update_time: 0.1316078305, other_time: 2.5109863281
epoch time: 10.3502836227s, input_fired_time: 0.1081736386, output_fired_time: 0.0000000000, propagate_forward_time: 9.7928228378, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4492874146
validation[          , genome  6278] predictions:    9672/  10000 (96.72%), best:    9699/10000 (96.99%), error:      1067.36658, best error:      1008.86786 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 117.9768524170s, input_fired_time: 0.9650865793, output_fired_time: 0.6973739266, propagate_forward_time: 48.7981185913, propagate_backward_time: 65.0641937256, weight_update_time: 0.1302630901, other_time: 2.4520797729
epoch time: 10.3534374237s, input_fired_time: 0.1080347151, output_fired_time: 0.0000000000, propagate_forward_time: 9.8018646240, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4435377121
validation[          , genome  6278] predictions:    9683/  10000 (96.83%), best:    9699/10000 (96.99%), error:      1029.13110, best error:      1008.86786 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 118.0945968628s, input_fired_time: 0.9616250992, output_fired_time: 0.6887236238, propagate_forward_time: 48.9077911377, propagate_backward_time: 65.0917663574, weight_update_time: 0.1305821389, other_time: 2.4446945190
epoch time: 10.3472356796s, input_fired_time: 0.1076775268, output_fired_time: 0.0000000000, propagate_forward_time: 9.7937459946, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4458122253
validation[          , genome  6278] predictions:    9592/  10000 (95.92%), best:    9699/10000 (96.99%), error:      1312.95825, best error:      1008.86786 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 118.4775772095s, input_fired_time: 0.9682216048, output_fired_time: 0.6992893815, propagate_forward_time: 48.9122161865, propagate_backward_time: 65.4349060059, weight_update_time: 0.1313179731, other_time: 2.4629440308
epoch time: 10.3348150253s, input_fired_time: 0.1079380363, output_fired_time: 0.0000000000, propagate_forward_time: 9.7828884125, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4439888000
validation[          , genome  6278] predictions:    9710/  10000 (97.10%), best:    9710/10000 (97.10%), error:       975.29132, best error:       975.29132 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 117.7267456055s, input_fired_time: 0.9641756415, output_fired_time: 0.6941775680, propagate_forward_time: 48.5756835938, propagate_backward_time: 65.0443878174, weight_update_time: 0.1305864304, other_time: 2.4483261108
epoch time: 10.3435125351s, input_fired_time: 0.1081518456, output_fired_time: 0.0000000000, propagate_forward_time: 9.7906455994, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4447154999
validation[          , genome  6278] predictions:    9641/  10000 (96.41%), best:    9710/10000 (97.10%), error:      1140.62061, best error:       975.29132 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 118.3013687134s, input_fired_time: 0.9657359719, output_fired_time: 0.6966390610, propagate_forward_time: 48.8443870544, propagate_backward_time: 65.3440093994, weight_update_time: 0.1307741404, other_time: 2.4505920410
epoch time: 10.3125209808s, input_fired_time: 0.1084839776, output_fired_time: 0.0000000000, propagate_forward_time: 9.7623767853, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4416599274
validation[          , genome  6278] predictions:    9689/  10000 (96.89%), best:    9710/10000 (97.10%), error:      1021.77960, best error:       975.29132 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 117.8890151978s, input_fired_time: 0.9606629610, output_fired_time: 0.6869258881, propagate_forward_time: 48.6802062988, propagate_backward_time: 65.1160354614, weight_update_time: 0.1300757825, other_time: 2.4451828003
epoch time: 10.2351322174s, input_fired_time: 0.1074151546, output_fired_time: 0.0000000000, propagate_forward_time: 9.6934041977, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4343128204
validation[          , genome  6278] predictions:    9696/  10000 (96.96%), best:    9710/10000 (97.10%), error:      1025.39526, best error:       975.29132 on epoch:    29, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 116.5238952637s, input_fired_time: 0.9568391442, output_fired_time: 0.6889818311, propagate_forward_time: 48.0783996582, propagate_backward_time: 64.3765029907, weight_update_time: 0.1288011819, other_time: 2.4231719971
epoch time: 10.2975502014s, input_fired_time: 0.1080812961, output_fired_time: 0.0000000000, propagate_forward_time: 9.7455377579, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4439315796
validation[          , genome  6278] predictions:    9687/  10000 (96.87%), best:    9710/10000 (97.10%), error:      1028.87793, best error:       975.29132 on epoch:    29, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 116.9998016357s, input_fired_time: 0.9649231434, output_fired_time: 0.6900258064, propagate_forward_time: 48.2181320190, propagate_backward_time: 64.6917114258, weight_update_time: 0.1296264678, other_time: 2.4350128174
epoch time: 10.3061189651s, input_fired_time: 0.1081550866, output_fired_time: 0.0000000000, propagate_forward_time: 9.7557611465, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4422025681
validation[          , genome  6278] predictions:    9706/  10000 (97.06%), best:    9706/10000 (97.06%), error:       940.87170, best error:       940.87170 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 117.0969390869s, input_fired_time: 0.9610978961, output_fired_time: 0.6886432767, propagate_forward_time: 48.2823982239, propagate_backward_time: 64.7243270874, weight_update_time: 0.1292427182, other_time: 2.4404678345
epoch time: 10.3238000870s, input_fired_time: 0.1091243550, output_fired_time: 0.0000000000, propagate_forward_time: 9.7686462402, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4460296631
validation[          , genome  6278] predictions:    9713/  10000 (97.13%), best:    9706/10000 (97.06%), error:       942.77057, best error:       940.87170 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 114.6388092041s, input_fired_time: 0.9498985410, output_fired_time: 0.6778901815, propagate_forward_time: 47.2265319824, propagate_backward_time: 63.3781318665, weight_update_time: 0.1268290281, other_time: 2.4063606262
epoch time: 9.9529237747s, input_fired_time: 0.1066233069, output_fired_time: 0.0000000000, propagate_forward_time: 9.4123649597, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4339351654
validation[          , genome  6278] predictions:    9708/  10000 (97.08%), best:    9706/10000 (97.06%), error:       978.83148, best error:       940.87170 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 118.5596313477s, input_fired_time: 0.9703258872, output_fired_time: 0.6981998086, propagate_forward_time: 48.7945861816, propagate_backward_time: 65.6381759644, weight_update_time: 0.1313764751, other_time: 2.4583435059
epoch time: 10.3235654831s, input_fired_time: 0.1092705429, output_fired_time: 0.0000000000, propagate_forward_time: 9.7700424194, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4442529678
validation[          , genome  6278] predictions:    9706/  10000 (97.06%), best:    9706/10000 (97.06%), error:       964.79108, best error:       940.87170 on epoch:    34, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 118.7324371338s, input_fired_time: 0.9720347524, output_fired_time: 0.7004525661, propagate_forward_time: 48.8108596802, propagate_backward_time: 65.7882232666, weight_update_time: 0.1314901561, other_time: 2.4608612061
epoch time: 10.3270816803s, input_fired_time: 0.1085493118, output_fired_time: 0.0000000000, propagate_forward_time: 9.7738389969, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4446935654
validation[          , genome  6278] predictions:    9702/  10000 (97.02%), best:    9706/10000 (97.06%), error:      1005.91943, best error:       940.87170 on epoch:    34, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 118.0251464844s, input_fired_time: 0.9694991708, output_fired_time: 0.6970913410, propagate_forward_time: 48.5532073975, propagate_backward_time: 65.3572463989, weight_update_time: 0.1301090866, other_time: 2.4481048584
epoch time: 10.3333492279s, input_fired_time: 0.1086750105, output_fired_time: 0.0000000000, propagate_forward_time: 9.7830734253, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4416007996
validation[          , genome  6278] predictions:    9678/  10000 (96.78%), best:    9706/10000 (97.06%), error:      1076.04028, best error:       940.87170 on epoch:    34, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 115.7212677002s, input_fired_time: 0.9551829100, output_fired_time: 0.6804260612, propagate_forward_time: 47.6792716980, propagate_backward_time: 63.9855995178, weight_update_time: 0.1279614270, other_time: 2.4207878113
epoch time: 10.3256444931s, input_fired_time: 0.1091987565, output_fired_time: 0.0000000000, propagate_forward_time: 9.7750291824, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4414167404
validation[          , genome  6278] predictions:    9683/  10000 (96.83%), best:    9706/10000 (97.06%), error:       952.49017, best error:       940.87170 on epoch:    34, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 116.6220703125s, input_fired_time: 0.9613785148, output_fired_time: 0.6834793687, propagate_forward_time: 47.9883422852, propagate_backward_time: 64.5618896484, weight_update_time: 0.1284233779, other_time: 2.4269790649
epoch time: 9.8890533447s, input_fired_time: 0.1062237769, output_fired_time: 0.0000000000, propagate_forward_time: 9.3517065048, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4311227798
validation[          , genome  6278] predictions:    9712/  10000 (97.12%), best:    9712/10000 (97.12%), error:       935.48541, best error:       935.48541 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 114.8350296021s, input_fired_time: 0.9551280141, output_fired_time: 0.6807933450, propagate_forward_time: 47.1902809143, propagate_backward_time: 63.5952796936, weight_update_time: 0.1272284538, other_time: 2.4135398865
epoch time: 10.3282918930s, input_fired_time: 0.1096931696, output_fired_time: 0.0000000000, propagate_forward_time: 9.7767114639, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4418869019
validation[          , genome  6278] predictions:    9710/  10000 (97.10%), best:    9712/10000 (97.12%), error:       970.59351, best error:       935.48541 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 118.1420822144s, input_fired_time: 0.9667477012, output_fired_time: 0.6952108145, propagate_forward_time: 48.5699234009, propagate_backward_time: 65.4700698853, weight_update_time: 0.1299558431, other_time: 2.4401245117
epoch time: 10.3159341812s, input_fired_time: 0.1088851392, output_fired_time: 0.0000000000, propagate_forward_time: 9.7642774582, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4427719116
validation[          , genome  6278] predictions:    9723/  10000 (97.23%), best:    9723/10000 (97.23%), error:       933.19696, best error:       933.19696 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 118.2772521973s, input_fired_time: 0.9627670646, output_fired_time: 0.6822944283, propagate_forward_time: 48.7687301636, propagate_backward_time: 65.4438781738, weight_update_time: 0.1300710738, other_time: 2.4195785522
epoch time: 10.2944650650s, input_fired_time: 0.1087171137, output_fired_time: 0.0000000000, propagate_forward_time: 9.7464170456, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4393310547
validation[          , genome  6278] predictions:    9651/  10000 (96.51%), best:    9723/10000 (97.23%), error:      1062.14172, best error:       933.19696 on epoch:    43, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 118.1678543091s, input_fired_time: 0.9715559483, output_fired_time: 0.6963336468, propagate_forward_time: 48.5633735657, propagate_backward_time: 65.4918212891, weight_update_time: 0.1307208985, other_time: 2.4447631836
epoch time: 10.3443021774s, input_fired_time: 0.1099276319, output_fired_time: 0.0000000000, propagate_forward_time: 9.7913246155, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4430503845
validation[          , genome  6278] predictions:    9696/  10000 (96.96%), best:    9723/10000 (97.23%), error:       991.28326, best error:       933.19696 on epoch:    43, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 118.2403488159s, input_fired_time: 0.9734750390, output_fired_time: 0.6933609843, propagate_forward_time: 48.5928230286, propagate_backward_time: 65.5364761353, weight_update_time: 0.1304743439, other_time: 2.4442214966
epoch time: 10.2859973907s, input_fired_time: 0.1097745895, output_fired_time: 0.0000000000, propagate_forward_time: 9.7335538864, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4426689148
validation[          , genome  6278] predictions:    9660/  10000 (96.60%), best:    9723/10000 (97.23%), error:      1065.63159, best error:       933.19696 on epoch:    43, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 116.6123275757s, input_fired_time: 0.9636836648, output_fired_time: 0.6904295683, propagate_forward_time: 47.8330383301, propagate_backward_time: 64.6872329712, weight_update_time: 0.1293486357, other_time: 2.4379425049
epoch time: 9.3539495468s, input_fired_time: 0.1031309590, output_fired_time: 0.0000000000, propagate_forward_time: 8.8319740295, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4188442230
validation[          , genome  6278] predictions:    9688/  10000 (96.88%), best:    9723/10000 (97.23%), error:      1024.30066, best error:       933.19696 on epoch:    43, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 116.6382598877s, input_fired_time: 0.9635720849, output_fired_time: 0.6873597503, propagate_forward_time: 47.8587379456, propagate_backward_time: 64.6892776489, weight_update_time: 0.1287842989, other_time: 2.4393081665
epoch time: 10.3224220276s, input_fired_time: 0.1098458841, output_fired_time: 0.0000000000, propagate_forward_time: 9.7680816650, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4444942474
validation[          , genome  6278] predictions:    9711/  10000 (97.11%), best:    9723/10000 (97.23%), error:       933.85669, best error:       933.19696 on epoch:    43, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 118.1829223633s, input_fired_time: 0.9717268944, output_fired_time: 0.6929485202, propagate_forward_time: 48.4882087708, propagate_backward_time: 65.5769500732, weight_update_time: 0.1297659129, other_time: 2.4530944824
epoch time: 10.2657938004s, input_fired_time: 0.1086926609, output_fired_time: 0.0000000000, propagate_forward_time: 9.7144098282, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4426908493
validation[          , genome  6278] predictions:    9718/  10000 (97.18%), best:    9718/10000 (97.18%), error:       925.73309, best error:       925.73309 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 117.4786605835s, input_fired_time: 0.9660454392, output_fired_time: 0.6889539957, propagate_forward_time: 48.1648101807, propagate_backward_time: 65.2285156250, weight_update_time: 0.1296807379, other_time: 2.4303283691
epoch time: 9.3829774857s, input_fired_time: 0.1027159467, output_fired_time: 0.0000000000, propagate_forward_time: 8.8609218597, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4193401337
validation[          , genome  6278] predictions:    9695/  10000 (96.95%), best:    9718/10000 (97.18%), error:       958.85712, best error:       925.73309 on epoch:    49, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 118.4443740845s, input_fired_time: 0.9737463593, output_fired_time: 0.6960884929, propagate_forward_time: 48.5845947266, propagate_backward_time: 65.7516479492, weight_update_time: 0.1308583468, other_time: 2.4382934570
epoch time: 10.2982664108s, input_fired_time: 0.1100788414, output_fired_time: 0.0000000000, propagate_forward_time: 9.7443609238, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4438266754
validation[          , genome  6278] predictions:    9693/  10000 (96.93%), best:    9718/10000 (97.18%), error:       965.19244, best error:       925.73309 on epoch:    49, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 118.8134689331s, input_fired_time: 0.9731847048, output_fired_time: 0.6942129135, propagate_forward_time: 48.7319488525, propagate_backward_time: 65.9572677612, weight_update_time: 0.1307694912, other_time: 2.4568557739
epoch time: 10.3010253906s, input_fired_time: 0.1094052121, output_fired_time: 0.0000000000, propagate_forward_time: 9.7483034134, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4433164597
validation[          , genome  6278] predictions:    9660/  10000 (96.60%), best:    9718/10000 (97.18%), error:      1088.95288, best error:       925.73309 on epoch:    49, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 118.3137664795s, input_fired_time: 0.9728760123, output_fired_time: 0.6944426298, propagate_forward_time: 48.5302162170, propagate_backward_time: 65.6771240234, weight_update_time: 0.1302562803, other_time: 2.4391021729
epoch time: 10.2960681915s, input_fired_time: 0.1098036692, output_fired_time: 0.0000000000, propagate_forward_time: 9.7457389832, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4405260086
validation[          , genome  6278] predictions:    9660/  10000 (96.60%), best:    9718/10000 (97.18%), error:      1125.16833, best error:       925.73309 on epoch:    49, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 118.9375839233s, input_fired_time: 0.9751123190, output_fired_time: 0.6946402192, propagate_forward_time: 48.8103904724, propagate_backward_time: 66.0079040527, weight_update_time: 0.1306030899, other_time: 2.4495391846
epoch time: 10.3373746872s, input_fired_time: 0.1103665009, output_fired_time: 0.0000000000, propagate_forward_time: 9.7819013596, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4451065063
validation[          , genome  6278] predictions:    9633/  10000 (96.33%), best:    9718/10000 (97.18%), error:      1201.66760, best error:       925.73309 on epoch:    49, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 118.5781860352s, input_fired_time: 0.9731357098, output_fired_time: 0.6883301735, propagate_forward_time: 48.6922988892, propagate_backward_time: 65.7731933594, weight_update_time: 0.1302429587, other_time: 2.4512252808
epoch time: 10.3194637299s, input_fired_time: 0.1103518829, output_fired_time: 0.0000000000, propagate_forward_time: 9.7669811249, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4421310425
validation[          , genome  6278] predictions:    9683/  10000 (96.83%), best:    9718/10000 (97.18%), error:       993.95551, best error:       925.73309 on epoch:    49, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 119.2982864380s, input_fired_time: 0.9813362360, output_fired_time: 0.7010138035, propagate_forward_time: 48.9148063660, propagate_backward_time: 66.2270812988, weight_update_time: 0.1310686022, other_time: 2.4740447998
epoch time: 10.3355407715s, input_fired_time: 0.1109171212, output_fired_time: 0.0000000000, propagate_forward_time: 9.7784776688, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4461460114
validation[          , genome  6278] predictions:    9667/  10000 (96.67%), best:    9718/10000 (97.18%), error:      1101.93652, best error:       925.73309 on epoch:    49, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 118.6971130371s, input_fired_time: 0.9779473543, output_fired_time: 0.6973885894, propagate_forward_time: 48.6216163635, propagate_backward_time: 65.9397659302, weight_update_time: 0.1313656271, other_time: 2.4603958130
epoch time: 10.1158199310s, input_fired_time: 0.1082857698, output_fired_time: 0.0000000000, propagate_forward_time: 9.5692873001, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4382467270
validation[          , genome  6278] predictions:    9709/  10000 (97.09%), best:    9718/10000 (97.18%), error:       938.79492, best error:       925.73309 on epoch:    49, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 119.2025451660s, input_fired_time: 0.9789532423, output_fired_time: 0.6957885027, propagate_forward_time: 48.8480529785, propagate_backward_time: 66.2379837036, weight_update_time: 0.1313914061, other_time: 2.4417724609
epoch time: 10.3455066681s, input_fired_time: 0.1111811250, output_fired_time: 0.0000000000, propagate_forward_time: 9.7921724319, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4421529770
validation[          , genome  6278] predictions:    9674/  10000 (96.74%), best:    9718/10000 (97.18%), error:      1065.50049, best error:       925.73309 on epoch:    49, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 119.3778152466s, input_fired_time: 0.9801935554, output_fired_time: 0.6984449625, propagate_forward_time: 48.8538093567, propagate_backward_time: 66.3985290527, weight_update_time: 0.1314686537, other_time: 2.4468383789
epoch time: 10.3247852325s, input_fired_time: 0.1098715067, output_fired_time: 0.0000000000, propagate_forward_time: 9.7731599808, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4417533875
validation[          , genome  6278] predictions:    9700/  10000 (97.00%), best:    9718/10000 (97.18%), error:       935.89905, best error:       925.73309 on epoch:    49, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 119.4658126831s, input_fired_time: 0.9809623957, output_fired_time: 0.6994700432, propagate_forward_time: 48.9001693726, propagate_backward_time: 66.4374771118, weight_update_time: 0.1320184916, other_time: 2.4477310181
epoch time: 10.3042078018s, input_fired_time: 0.1101845503, output_fired_time: 0.0000000000, propagate_forward_time: 9.7560882568, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4379348755
validation[          , genome  6278] predictions:    9716/  10000 (97.16%), best:    9718/10000 (97.18%), error:       941.27856, best error:       925.73309 on epoch:    49, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 119.5223922729s, input_fired_time: 0.9812903404, output_fired_time: 0.6979367733, propagate_forward_time: 48.9386558533, propagate_backward_time: 66.4580078125, weight_update_time: 0.1318504661, other_time: 2.4465026855
epoch time: 10.2551841736s, input_fired_time: 0.1110008210, output_fired_time: 0.0000000000, propagate_forward_time: 9.7052917480, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4388914108
validation[          , genome  6278] predictions:    9711/  10000 (97.11%), best:    9718/10000 (97.18%), error:       949.58038, best error:       925.73309 on epoch:    49, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 118.1633529663s, input_fired_time: 0.9713580012, output_fired_time: 0.6827278733, propagate_forward_time: 48.4991989136, propagate_backward_time: 65.5753479004, weight_update_time: 0.1303321421, other_time: 2.4347152710
epoch time: 10.3158817291s, input_fired_time: 0.1115304157, output_fired_time: 0.0000000000, propagate_forward_time: 9.7637224197, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4406290054
validation[          , genome  6278] predictions:    9682/  10000 (96.82%), best:    9718/10000 (97.18%), error:      1033.88867, best error:       925.73309 on epoch:    49, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 119.5582885742s, input_fired_time: 0.9901367426, output_fired_time: 0.6980590820, propagate_forward_time: 48.9668769836, propagate_backward_time: 66.4223709106, weight_update_time: 0.1311474741, other_time: 2.4808425903
epoch time: 10.3487396240s, input_fired_time: 0.1111509576, output_fired_time: 0.0000000000, propagate_forward_time: 9.7961568832, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4414319992
validation[          , genome  6278] predictions:    9649/  10000 (96.49%), best:    9718/10000 (97.18%), error:      1116.57153, best error:       925.73309 on epoch:    49, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 118.2568817139s, input_fired_time: 0.9855197668, output_fired_time: 0.6920335889, propagate_forward_time: 48.4060478210, propagate_backward_time: 65.7211914062, weight_update_time: 0.1304816008, other_time: 2.4520874023
epoch time: 10.0349674225s, input_fired_time: 0.1085481867, output_fired_time: 0.0000000000, propagate_forward_time: 9.4911193848, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4352998734
validation[          , genome  6278] predictions:    9687/  10000 (96.87%), best:    9718/10000 (97.18%), error:       992.76074, best error:       925.73309 on epoch:    49, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 116.3925857544s, input_fired_time: 0.9693194628, output_fired_time: 0.6845366955, propagate_forward_time: 47.6556816101, propagate_backward_time: 64.6611480713, weight_update_time: 0.1281556487, other_time: 2.4218902588
epoch time: 9.7853050232s, input_fired_time: 0.1064437628, output_fired_time: 0.0000000000, propagate_forward_time: 9.2538709641, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4249906540
validation[          , genome  6278] predictions:    9695/  10000 (96.95%), best:    9718/10000 (97.18%), error:       974.25140, best error:       925.73309 on epoch:    49, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 117.4812469482s, input_fired_time: 0.9762150049, output_fired_time: 0.6928932667, propagate_forward_time: 48.0058288574, propagate_backward_time: 65.3745117188, weight_update_time: 0.1299261004, other_time: 2.4318008423
epoch time: 10.3472652435s, input_fired_time: 0.1117939427, output_fired_time: 0.0000000000, propagate_forward_time: 9.7952079773, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4402637482
validation[          , genome  6278] predictions:    9712/  10000 (97.12%), best:    9718/10000 (97.18%), error:       969.77124, best error:       925.73309 on epoch:    49, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 118.2610473633s, input_fired_time: 0.9760382771, output_fired_time: 0.6912319660, propagate_forward_time: 48.4028358459, propagate_backward_time: 65.7595520020, weight_update_time: 0.1307288408, other_time: 2.4313964844
epoch time: 10.3139696121s, input_fired_time: 0.1106694713, output_fired_time: 0.0000000000, propagate_forward_time: 9.7605333328, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4427671432
validation[          , genome  6278] predictions:    9606/  10000 (96.06%), best:    9718/10000 (97.18%), error:      1254.69604, best error:       925.73309 on epoch:    49, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 118.5964736938s, input_fired_time: 0.9796848297, output_fired_time: 0.6949254274, propagate_forward_time: 48.5141525269, propagate_backward_time: 65.9663314819, weight_update_time: 0.1399621516, other_time: 2.4413833618
epoch time: 10.0652885437s, input_fired_time: 0.1089553609, output_fired_time: 0.0000000000, propagate_forward_time: 9.5201845169, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4361486435
validation[          , genome  6278] predictions:    9653/  10000 (96.53%), best:    9718/10000 (97.18%), error:      1140.24988, best error:       925.73309 on epoch:    49, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 114.3361206055s, input_fired_time: 0.9588615298, output_fired_time: 0.6738731265, propagate_forward_time: 46.7152061462, propagate_backward_time: 63.5885658264, weight_update_time: 0.1269349605, other_time: 2.3996086121
epoch time: 10.3104209900s, input_fired_time: 0.1112875789, output_fired_time: 0.0000000000, propagate_forward_time: 9.7555055618, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4436283112
validation[          , genome  6278] predictions:    9635/  10000 (96.35%), best:    9718/10000 (97.18%), error:      1212.75806, best error:       925.73309 on epoch:    49, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 117.7337799072s, input_fired_time: 0.9764965177, output_fired_time: 0.6867352128, propagate_forward_time: 48.0953712463, propagate_backward_time: 65.5429229736, weight_update_time: 0.1304324865, other_time: 2.4322509766
epoch time: 10.3158855438s, input_fired_time: 0.1115701646, output_fired_time: 0.0000000000, propagate_forward_time: 9.7605972290, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4437179565
validation[          , genome  6278] predictions:    9667/  10000 (96.67%), best:    9718/10000 (97.18%), error:      1052.95312, best error:       925.73309 on epoch:    49, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 116.3288421631s, input_fired_time: 0.9691818953, output_fired_time: 0.6759517789, propagate_forward_time: 47.5196533203, propagate_backward_time: 64.7403106689, weight_update_time: 0.1288923770, other_time: 2.4237442017
epoch time: 10.3804798126s, input_fired_time: 0.1103976369, output_fired_time: 0.0000000000, propagate_forward_time: 9.8244752884, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4456071854
validation[          , genome  6278] predictions:    9644/  10000 (96.44%), best:    9718/10000 (97.18%), error:      1139.21643, best error:       925.73309 on epoch:    49, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 119.5166931152s, input_fired_time: 0.9855539799, output_fired_time: 0.6969253421, propagate_forward_time: 48.9458122253, propagate_backward_time: 66.4449234009, weight_update_time: 0.1316131353, other_time: 2.4434738159
epoch time: 10.3481502533s, input_fired_time: 0.1127722710, output_fired_time: 0.0000000000, propagate_forward_time: 9.7946109772, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4407672882
validation[          , genome  6278] predictions:    9671/  10000 (96.71%), best:    9718/10000 (97.18%), error:      1097.38831, best error:       925.73309 on epoch:    49, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 119.7852172852s, input_fired_time: 0.9892986417, output_fired_time: 0.7014128566, propagate_forward_time: 49.0196266174, propagate_backward_time: 66.6251602173, weight_update_time: 0.1325881183, other_time: 2.4497146606
epoch time: 10.3085479736s, input_fired_time: 0.1110934094, output_fired_time: 0.0000000000, propagate_forward_time: 9.7649841309, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4324703217
validation[          , genome  6278] predictions:    9692/  10000 (96.92%), best:    9718/10000 (97.18%), error:       998.86530, best error:       925.73309 on epoch:    49, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 119.8460235596s, input_fired_time: 0.9914127588, output_fired_time: 0.7022001743, propagate_forward_time: 48.9725151062, propagate_backward_time: 66.7240905762, weight_update_time: 0.1328795701, other_time: 2.4558105469
epoch time: 10.3007583618s, input_fired_time: 0.1104911193, output_fired_time: 0.0000000000, propagate_forward_time: 9.7529945374, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4372730255
validation[          , genome  6278] predictions:    9702/  10000 (97.02%), best:    9718/10000 (97.18%), error:       991.01941, best error:       925.73309 on epoch:    49, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 119.7129592896s, input_fired_time: 0.9877335429, output_fired_time: 0.6971073151, propagate_forward_time: 48.9196701050, propagate_backward_time: 66.6599273682, weight_update_time: 0.1328330040, other_time: 2.4485244751
epoch time: 10.3250417709s, input_fired_time: 0.1108485386, output_fired_time: 0.0000000000, propagate_forward_time: 9.7729606628, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4412326813
validation[          , genome  6278] predictions:    9691/  10000 (96.91%), best:    9718/10000 (97.18%), error:       950.63641, best error:       925.73309 on epoch:    49, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 119.4950561523s, input_fired_time: 0.9847326875, output_fired_time: 0.6943151355, propagate_forward_time: 48.8581657410, propagate_backward_time: 66.5118942261, weight_update_time: 0.1326831430, other_time: 2.4459457397
epoch time: 10.3709068298s, input_fired_time: 0.1126279160, output_fired_time: 0.0000000000, propagate_forward_time: 9.8153400421, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4429388046
validation[          , genome  6278] predictions:    9694/  10000 (96.94%), best:    9718/10000 (97.18%), error:       986.00562, best error:       925.73309 on epoch:    49, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 119.2841262817s, input_fired_time: 0.9879829288, output_fired_time: 0.6967145801, propagate_forward_time: 48.7748069763, propagate_backward_time: 66.3745803833, weight_update_time: 0.1322257221, other_time: 2.4500350952
epoch time: 10.3686561584s, input_fired_time: 0.1123928502, output_fired_time: 0.0000000000, propagate_forward_time: 9.8128366470, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4434270859
validation[          , genome  6278] predictions:    9653/  10000 (96.53%), best:    9718/10000 (97.18%), error:      1098.96887, best error:       925.73309 on epoch:    49, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 119.1138381958s, input_fired_time: 0.9843140841, output_fired_time: 0.6912037730, propagate_forward_time: 48.7513084412, propagate_backward_time: 66.2447586060, weight_update_time: 0.1318719387, other_time: 2.4422531128
epoch time: 10.3492441177s, input_fired_time: 0.1120861247, output_fired_time: 0.0000000000, propagate_forward_time: 9.7953557968, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4418020248
validation[          , genome  6278] predictions:    9615/  10000 (96.15%), best:    9718/10000 (97.18%), error:      1278.71667, best error:       925.73309 on epoch:    49, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 119.6018981934s, input_fired_time: 0.9902797937, output_fired_time: 0.7085123062, propagate_forward_time: 48.9114456177, propagate_backward_time: 66.5362625122, weight_update_time: 0.1332582533, other_time: 2.4553985596
epoch time: 10.3140010834s, input_fired_time: 0.1120325476, output_fired_time: 0.0000000000, propagate_forward_time: 9.7670583725, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4349098206
validation[          , genome  6278] predictions:    9693/  10000 (96.93%), best:    9718/10000 (97.18%), error:      1009.67480, best error:       925.73309 on epoch:    49, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 119.3830337524s, input_fired_time: 0.9903831482, output_fired_time: 0.6991757154, propagate_forward_time: 48.8406333923, propagate_backward_time: 66.3922805786, weight_update_time: 0.1322916001, other_time: 2.4605636597
epoch time: 10.3239822388s, input_fired_time: 0.1131067276, output_fired_time: 0.0000000000, propagate_forward_time: 9.7676315308, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4432439804
validation[          , genome  6278] predictions:    9695/  10000 (96.95%), best:    9718/10000 (97.18%), error:       964.41821, best error:       925.73309 on epoch:    49, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 119.2672653198s, input_fired_time: 0.9902783632, output_fired_time: 0.6998397708, propagate_forward_time: 48.8047332764, propagate_backward_time: 66.3133697510, weight_update_time: 0.1323878467, other_time: 2.4590454102
epoch time: 10.3352508545s, input_fired_time: 0.1118987501, output_fired_time: 0.0000000000, propagate_forward_time: 9.7876291275, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4357233047
validation[          , genome  6278] predictions:    9683/  10000 (96.83%), best:    9718/10000 (97.18%), error:      1029.96594, best error:       925.73309 on epoch:    49, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 119.4086685181s, input_fired_time: 0.9899763465, output_fired_time: 0.6957895160, propagate_forward_time: 48.9168701172, propagate_backward_time: 66.3434448242, weight_update_time: 0.1322164387, other_time: 2.4625854492
epoch time: 10.3560314178s, input_fired_time: 0.1136764437, output_fired_time: 0.0000000000, propagate_forward_time: 9.7980585098, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4442968369
validation[          , genome  6278] predictions:    9679/  10000 (96.79%), best:    9718/10000 (97.18%), error:      1054.64258, best error:       925.73309 on epoch:    49, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 119.8009796143s, input_fired_time: 0.9952870607, output_fired_time: 0.7017275691, propagate_forward_time: 49.0433044434, propagate_backward_time: 66.5955352783, weight_update_time: 0.1358647496, other_time: 2.4651260376
epoch time: 10.3496036530s, input_fired_time: 0.1141174659, output_fired_time: 0.0000000000, propagate_forward_time: 9.7911882401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4442977905
validation[          , genome  6278] predictions:    9670/  10000 (96.70%), best:    9718/10000 (97.18%), error:       991.48096, best error:       925.73309 on epoch:    49, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 119.5839538574s, input_fired_time: 0.9904423952, output_fired_time: 0.6964340806, propagate_forward_time: 48.9438591003, propagate_backward_time: 66.5063171387, weight_update_time: 0.1326043755, other_time: 2.4468994141
epoch time: 10.3638448715s, input_fired_time: 0.1135504171, output_fired_time: 0.0000000000, propagate_forward_time: 9.8031711578, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4471235275
validation[          , genome  6278] predictions:    9630/  10000 (96.30%), best:    9718/10000 (97.18%), error:      1162.89026, best error:       925.73309 on epoch:    49, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 118.7353897095s, input_fired_time: 0.9901288152, output_fired_time: 0.6976295710, propagate_forward_time: 48.4807090759, propagate_backward_time: 66.1220321655, weight_update_time: 0.1325629056, other_time: 2.4448928833
epoch time: 10.3374395370s, input_fired_time: 0.1124991030, output_fired_time: 0.0000000000, propagate_forward_time: 9.7871351242, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4378051758
validation[          , genome  6278] predictions:    9692/  10000 (96.92%), best:    9718/10000 (97.18%), error:      1025.68896, best error:       925.73309 on epoch:    49, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 119.9241867065s, input_fired_time: 0.9948648810, output_fired_time: 0.7023171782, propagate_forward_time: 49.0035972595, propagate_backward_time: 66.7711410522, weight_update_time: 0.1340106726, other_time: 2.4522628784
epoch time: 10.3609857559s, input_fired_time: 0.1126627773, output_fired_time: 0.0000000000, propagate_forward_time: 9.8053102493, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4430131912
validation[          , genome  6278] predictions:    9646/  10000 (96.46%), best:    9718/10000 (97.18%), error:      1136.72815, best error:       925.73309 on epoch:    49, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 119.6492309570s, input_fired_time: 0.9957420230, output_fired_time: 0.6980602741, propagate_forward_time: 48.8775444031, propagate_backward_time: 66.6208801270, weight_update_time: 0.1338133216, other_time: 2.4570007324
epoch time: 10.3577728271s, input_fired_time: 0.1135847420, output_fired_time: 0.0000000000, propagate_forward_time: 9.8019733429, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4422149658
validation[          , genome  6278] predictions:    9697/  10000 (96.97%), best:    9718/10000 (97.18%), error:       984.41284, best error:       925.73309 on epoch:    49, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 119.8819808960s, input_fired_time: 0.9961174130, output_fired_time: 0.7006354928, propagate_forward_time: 49.0165824890, propagate_backward_time: 66.7196578979, weight_update_time: 0.1337747276, other_time: 2.4489822388
epoch time: 10.3590860367s, input_fired_time: 0.1143087819, output_fired_time: 0.0000000000, propagate_forward_time: 9.8028974533, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4418802261
validation[          , genome  6278] predictions:    9689/  10000 (96.89%), best:    9718/10000 (97.18%), error:       977.35468, best error:       925.73309 on epoch:    49, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 119.8371734619s, input_fired_time: 0.9972583055, output_fired_time: 0.6999239922, propagate_forward_time: 48.9896545410, propagate_backward_time: 66.6874160767, weight_update_time: 0.1336506158, other_time: 2.4629211426
epoch time: 10.3603782654s, input_fired_time: 0.1132470593, output_fired_time: 0.0000000000, propagate_forward_time: 9.8017101288, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4454212189
validation[          , genome  6278] predictions:    9675/  10000 (96.75%), best:    9718/10000 (97.18%), error:      1077.76306, best error:       925.73309 on epoch:    49, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 119.0385894775s, input_fired_time: 0.9915370941, output_fired_time: 0.6895784736, propagate_forward_time: 48.7178878784, propagate_backward_time: 66.1839904785, weight_update_time: 0.1327884197, other_time: 2.4555969238
epoch time: 10.3539056778s, input_fired_time: 0.1149519309, output_fired_time: 0.0000000000, propagate_forward_time: 9.7962284088, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4427251816
validation[          , genome  6278] predictions:    9674/  10000 (96.74%), best:    9718/10000 (97.18%), error:      1082.78284, best error:       925.73309 on epoch:    49, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 117.0096588135s, input_fired_time: 0.9796888828, output_fired_time: 0.6853128076, propagate_forward_time: 47.8221778870, propagate_backward_time: 65.0955734253, weight_update_time: 0.1312129349, other_time: 2.4269027710
epoch time: 10.1162729263s, input_fired_time: 0.1107369065, output_fired_time: 0.0000000000, propagate_forward_time: 9.5674104691, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4381256104
validation[          , genome  6278] predictions:    9706/  10000 (97.06%), best:    9706/10000 (97.06%), error:       915.96741, best error:       915.96741 on epoch:    91, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 115.5874938965s, input_fired_time: 0.9726408720, output_fired_time: 0.6872335672, propagate_forward_time: 47.1823463440, propagate_backward_time: 64.3360214233, weight_update_time: 0.1300385445, other_time: 2.4092483521
epoch time: 10.3488931656s, input_fired_time: 0.1132839695, output_fired_time: 0.0000000000, propagate_forward_time: 9.7917184830, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4438905716
validation[          , genome  6278] predictions:    9660/  10000 (96.60%), best:    9706/10000 (97.06%), error:      1083.18176, best error:       915.96741 on epoch:    91, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 119.3097763062s, input_fired_time: 0.9950388074, output_fired_time: 0.6992194653, propagate_forward_time: 48.8120002747, propagate_backward_time: 66.3528518677, weight_update_time: 0.1339977533, other_time: 2.4506607056
epoch time: 10.3451290131s, input_fired_time: 0.1141740456, output_fired_time: 0.0000000000, propagate_forward_time: 9.7885103226, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4424448013
validation[          , genome  6278] predictions:    9650/  10000 (96.50%), best:    9706/10000 (97.06%), error:      1051.77905, best error:       915.96741 on epoch:    91, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 119.7871093750s, input_fired_time: 0.9995726347, output_fired_time: 0.6997020245, propagate_forward_time: 48.9502792358, propagate_backward_time: 66.6880645752, weight_update_time: 0.1354161650, other_time: 2.4494934082
epoch time: 10.3410024643s, input_fired_time: 0.1139649525, output_fired_time: 0.0000000000, propagate_forward_time: 9.7849826813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4420547485
validation[          , genome  6278] predictions:    9677/  10000 (96.77%), best:    9706/10000 (97.06%), error:       966.36237, best error:       915.96741 on epoch:    91, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 119.0613021851s, input_fired_time: 0.9956831932, output_fired_time: 0.6946151853, propagate_forward_time: 48.7000617981, propagate_backward_time: 66.2194290161, weight_update_time: 0.1351208538, other_time: 2.4515151978
epoch time: 10.3618593216s, input_fired_time: 0.1133612245, output_fired_time: 0.0000000000, propagate_forward_time: 9.8006982803, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4477996826
validation[          , genome  6278] predictions:    9649/  10000 (96.49%), best:    9706/10000 (97.06%), error:      1159.00757, best error:       915.96741 on epoch:    91, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 119.6162109375s, input_fired_time: 0.9980153441, output_fired_time: 0.6976847649, propagate_forward_time: 48.9463920593, propagate_backward_time: 66.5079498291, weight_update_time: 0.1353991479, other_time: 2.4661712646
epoch time: 10.3523235321s, input_fired_time: 0.1141524464, output_fired_time: 0.0000000000, propagate_forward_time: 9.7951698303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4430007935
validation[          , genome  6278] predictions:    9683/  10000 (96.83%), best:    9706/10000 (97.06%), error:      1027.30286, best error:       915.96741 on epoch:    91, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 118.6859893799s, input_fired_time: 0.9910708666, output_fired_time: 0.6961425543, propagate_forward_time: 48.4223594666, propagate_backward_time: 66.1322937012, weight_update_time: 0.1359607130, other_time: 2.4441223145
epoch time: 10.2997980118s, input_fired_time: 0.1135627180, output_fired_time: 0.0000000000, propagate_forward_time: 9.7455615997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4406738281
validation[          , genome  6278] predictions:    9700/  10000 (97.00%), best:    9706/10000 (97.06%), error:       974.55505, best error:       915.96741 on epoch:    91, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 119.5783081055s, input_fired_time: 0.9981535673, output_fired_time: 0.6968574524, propagate_forward_time: 48.9104423523, propagate_backward_time: 66.5174255371, weight_update_time: 0.1362866759, other_time: 2.4554290771
epoch time: 10.3160963058s, input_fired_time: 0.1137260422, output_fired_time: 0.0000000000, propagate_forward_time: 9.7606191635, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4417514801
validation[          , genome  6278] predictions:    9682/  10000 (96.82%), best:    9706/10000 (97.06%), error:       977.00732, best error:       915.96741 on epoch:    91, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 119.2222518921s, input_fired_time: 0.9936487079, output_fired_time: 0.6876850724, propagate_forward_time: 48.8432960510, propagate_backward_time: 66.2608032227, weight_update_time: 0.1362027377, other_time: 2.4368133545
epoch time: 10.3163185120s, input_fired_time: 0.1153489426, output_fired_time: 0.0000000000, propagate_forward_time: 9.7588434219, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4421262741
validation[          , genome  6278] predictions:    9686/  10000 (96.86%), best:    9706/10000 (97.06%), error:       989.77728, best error:       915.96741 on epoch:    91, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 119.3084106445s, input_fired_time: 0.9979172945, output_fired_time: 0.6966610551, propagate_forward_time: 48.8027648926, propagate_backward_time: 66.3544845581, weight_update_time: 0.1365693659, other_time: 2.4565811157
epoch time: 10.1238765717s, input_fired_time: 0.1122826412, output_fired_time: 0.0000000000, propagate_forward_time: 9.5732450485, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4383487701
validation[          , genome  6278] predictions:    9664/  10000 (96.64%), best:    9706/10000 (97.06%), error:      1072.67456, best error:       915.96741 on epoch:    91, epoch:  100/100, mu: 0.9870989323, learning_rate: 0.0000740065, weight_decay: 0.0000029603

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 51.5020294189s, input_fired_time: 0.5667185783, output_fired_time: 0.0000000000, propagate_forward_time: 48.6875495911, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2477607727
best training[          , genome  6278] predictions:   49560/  50000 (99.12%), best:    9706/10000 (97.06%), error:      1780.56824, best error:       915.96741 on epoch:    91, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 10.4035015106s, input_fired_time: 0.1121787578, output_fired_time: 0.0000000000, propagate_forward_time: 9.8438272476, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4474954605
   testing[          , genome  6278] predictions:    9779/  10000 (97.79%), best:    9706/10000 (97.06%), error:       747.31592, best error:       915.96741 on epoch:    91, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
22:48:24 (72853): called boinc_finish(0)

</stderr_txt>
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