Nameexact_genome_1512568488_42_6469_0
Workunit2603546
Created7 Dec 2017, 19:52:52 UTC
Sent7 Dec 2017, 20:00:12 UTC
Report deadline15 Dec 2017, 10:13:51 UTC
Received8 Dec 2017, 5:09:25 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID67680
Run time2 hours 15 min 54 sec
CPU time2 hours 15 min 52 sec
Validate stateValid
Credit1,898.21
Device peak FLOPS3.96 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size152.36 MB
Peak swap size154.11 MB
Peak disk usage1.31 MB

Stderr output

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

epoch time: 76.6688308716s, input_fired_time: 1.1149945259, output_fired_time: 0.7162008286, propagate_forward_time: 30.3413791656, propagate_backward_time: 42.4156875610, weight_update_time: 0.0845545381, other_time: 2.0805664062
epoch time: 6.6003479958s, input_fired_time: 0.1193909273, output_fired_time: 0.0000000000, propagate_forward_time: 6.1227607727, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3581962585
validation[          , genome  6469] predictions:    9646/  10000 (96.46%), best:    9656/10000 (96.56%), error:      1131.69666, best error:      1021.54712 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 74.2938308716s, input_fired_time: 1.0978903770, output_fired_time: 0.6897586584, propagate_forward_time: 29.3509483337, propagate_backward_time: 41.1667823792, weight_update_time: 0.0831806287, other_time: 1.9884490967
epoch time: 6.0961604118s, input_fired_time: 0.1126414239, output_fired_time: 0.0000000000, propagate_forward_time: 5.6494226456, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3340964317
validation[          , genome  6469] predictions:    9701/  10000 (97.01%), best:    9701/10000 (97.01%), error:       925.05286, best error:       925.05286 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 72.7158126831s, input_fired_time: 1.0823587179, output_fired_time: 0.6810433865, propagate_forward_time: 28.6538238525, propagate_backward_time: 40.3357925415, weight_update_time: 0.0814567059, other_time: 1.9627914429
epoch time: 6.8255805969s, input_fired_time: 0.1244020164, output_fired_time: 0.0000000000, propagate_forward_time: 6.3315711021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3696074486
validation[          , genome  6469] predictions:    9664/  10000 (96.64%), best:    9701/10000 (97.01%), error:      1078.40686, best error:       925.05286 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 73.4473114014s, input_fired_time: 1.0844583511, output_fired_time: 0.6870226860, propagate_forward_time: 28.8799571991, propagate_backward_time: 40.8639678955, weight_update_time: 0.0832042694, other_time: 1.9319076538
epoch time: 6.4121618271s, input_fired_time: 0.1185400411, output_fired_time: 0.0000000000, propagate_forward_time: 5.9481596947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3454623222
validation[          , genome  6469] predictions:    9708/  10000 (97.08%), best:    9701/10000 (97.01%), error:       926.79266, best error:       925.05286 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 73.2188339233s, input_fired_time: 1.0970141888, output_fired_time: 0.6846056581, propagate_forward_time: 28.7873878479, propagate_backward_time: 40.6567993164, weight_update_time: 0.0859031826, other_time: 1.9930229187
epoch time: 6.0463814735s, input_fired_time: 0.1147783026, output_fired_time: 0.0000000000, propagate_forward_time: 5.6000790596, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3315238953
validation[          , genome  6469] predictions:    9691/  10000 (96.91%), best:    9701/10000 (97.01%), error:      1025.76648, best error:       925.05286 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 73.7767257690s, input_fired_time: 1.0943325758, output_fired_time: 0.6872563958, propagate_forward_time: 29.0905227661, propagate_backward_time: 40.8825607300, weight_update_time: 0.1042917892, other_time: 2.0220565796
epoch time: 6.1897854805s, input_fired_time: 0.1196561158, output_fired_time: 0.0000000000, propagate_forward_time: 5.7259330750, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3441963196
validation[          , genome  6469] predictions:    9689/  10000 (96.89%), best:    9701/10000 (97.01%), error:      1013.12878, best error:       925.05286 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 76.3870697021s, input_fired_time: 1.1492272615, output_fired_time: 0.7081746459, propagate_forward_time: 30.1232509613, propagate_backward_time: 42.2347984314, weight_update_time: 0.0886706859, other_time: 2.1716117859
epoch time: 6.7052350044s, input_fired_time: 0.1255739331, output_fired_time: 0.0000000000, propagate_forward_time: 6.1980099678, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3816509247
validation[          , genome  6469] predictions:    9681/  10000 (96.81%), best:    9701/10000 (97.01%), error:      1013.01483, best error:       925.05286 on epoch:    15, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 76.1374130249s, input_fired_time: 1.1307553053, output_fired_time: 0.7110617161, propagate_forward_time: 30.0290489197, propagate_backward_time: 42.0187644958, weight_update_time: 0.0880002081, other_time: 2.2477874756
epoch time: 6.6605420113s, input_fired_time: 0.1244282424, output_fired_time: 0.0000000000, propagate_forward_time: 6.1685657501, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3675479889
validation[          , genome  6469] predictions:    9641/  10000 (96.41%), best:    9701/10000 (97.01%), error:      1082.39148, best error:       925.05286 on epoch:    15, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 77.7958984375s, input_fired_time: 1.1629977226, output_fired_time: 0.7188434005, propagate_forward_time: 30.8102931976, propagate_backward_time: 42.8357543945, weight_update_time: 0.0894367024, other_time: 2.2680130005
epoch time: 6.8713054657s, input_fired_time: 0.1297974288, output_fired_time: 0.0000000000, propagate_forward_time: 6.3611860275, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3803219795
validation[          , genome  6469] predictions:    9705/  10000 (97.05%), best:    9701/10000 (97.01%), error:       979.98486, best error:       925.05286 on epoch:    15, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 74.6755905151s, input_fired_time: 1.1086335182, output_fired_time: 0.7001997232, propagate_forward_time: 29.4890060425, propagate_backward_time: 41.3809814453, weight_update_time: 0.0829936266, other_time: 1.9967651367
epoch time: 6.0770044327s, input_fired_time: 0.1169064417, output_fired_time: 0.0000000000, propagate_forward_time: 5.6259527206, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3341450691
validation[          , genome  6469] predictions:    9681/  10000 (96.81%), best:    9701/10000 (97.01%), error:      1029.21960, best error:       925.05286 on epoch:    15, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 74.9912490845s, input_fired_time: 1.1226943731, output_fired_time: 0.6997199655, propagate_forward_time: 29.6310539246, propagate_backward_time: 41.5838699341, weight_update_time: 0.0837453604, other_time: 1.9539070129
epoch time: 6.2062010765s, input_fired_time: 0.1170224175, output_fired_time: 0.0000000000, propagate_forward_time: 5.7539429665, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3352355957
validation[          , genome  6469] predictions:    9738/  10000 (97.38%), best:    9738/10000 (97.38%), error:       903.69257, best error:       903.69257 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 74.5467681885s, input_fired_time: 1.1282622814, output_fired_time: 0.7077040672, propagate_forward_time: 29.3774032593, propagate_backward_time: 41.2991790771, weight_update_time: 0.0864764601, other_time: 2.0342178345
epoch time: 6.2969236374s, input_fired_time: 0.1233533397, output_fired_time: 0.0000000000, propagate_forward_time: 5.8272256851, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3463444710
validation[          , genome  6469] predictions:    9675/  10000 (96.75%), best:    9738/10000 (97.38%), error:      1042.68591, best error:       903.69257 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 72.0617065430s, input_fired_time: 1.1189848185, output_fired_time: 0.6719901562, propagate_forward_time: 28.1599712372, propagate_backward_time: 40.0627174377, weight_update_time: 0.0868346542, other_time: 2.0480384827
epoch time: 6.1139078140s, input_fired_time: 0.1184150055, output_fired_time: 0.0000000000, propagate_forward_time: 5.6546993256, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3407936096
validation[          , genome  6469] predictions:    9648/  10000 (96.48%), best:    9738/10000 (97.38%), error:      1116.03650, best error:       903.69257 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 73.9579010010s, input_fired_time: 1.1008034945, output_fired_time: 0.6859635711, propagate_forward_time: 29.0584354401, propagate_backward_time: 41.1325302124, weight_update_time: 0.0827072859, other_time: 1.9801635742
epoch time: 6.4047412872s, input_fired_time: 0.1224091724, output_fired_time: 0.0000000000, propagate_forward_time: 5.9335355759, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3487963676
validation[          , genome  6469] predictions:    9686/  10000 (96.86%), best:    9738/10000 (97.38%), error:       997.36157, best error:       903.69257 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 77.5096435547s, input_fired_time: 1.1350221634, output_fired_time: 0.7178547978, propagate_forward_time: 30.5870933533, propagate_backward_time: 42.9403381348, weight_update_time: 0.0860895589, other_time: 2.1293296814
epoch time: 7.7197194099s, input_fired_time: 0.1332167387, output_fired_time: 0.0000000000, propagate_forward_time: 7.1817512512, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4047513008
validation[          , genome  6469] predictions:    9669/  10000 (96.69%), best:    9738/10000 (97.38%), error:      1056.19226, best error:       903.69257 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 76.0429916382s, input_fired_time: 1.1213937998, output_fired_time: 0.7020678520, propagate_forward_time: 30.1200752258, propagate_backward_time: 42.0912284851, weight_update_time: 0.0845487192, other_time: 2.0082321167
epoch time: 6.1857767105s, input_fired_time: 0.1194468290, output_fired_time: 0.0000000000, propagate_forward_time: 5.7295913696, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3367385864
validation[          , genome  6469] predictions:    9664/  10000 (96.64%), best:    9738/10000 (97.38%), error:      1053.79395, best error:       903.69257 on epoch:    24, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 75.5962142944s, input_fired_time: 1.1353570223, output_fired_time: 0.7045257092, propagate_forward_time: 29.8048725128, propagate_backward_time: 41.9682960510, weight_update_time: 0.0827602670, other_time: 1.9831581116
epoch time: 6.2174773216s, input_fired_time: 0.1193225831, output_fired_time: 0.0000000000, propagate_forward_time: 5.7604188919, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3377356529
validation[          , genome  6469] predictions:    9657/  10000 (96.57%), best:    9738/10000 (97.38%), error:      1077.52075, best error:       903.69257 on epoch:    24, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 74.4076995850s, input_fired_time: 1.1028863192, output_fired_time: 0.6863449812, propagate_forward_time: 29.4249114990, propagate_backward_time: 41.2615623474, weight_update_time: 0.0821988508, other_time: 1.9319877625
epoch time: 6.5181918144s, input_fired_time: 0.1210900918, output_fired_time: 0.0000000000, propagate_forward_time: 6.0520286560, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3450732231
validation[          , genome  6469] predictions:    9682/  10000 (96.82%), best:    9738/10000 (97.38%), error:      1032.60840, best error:       903.69257 on epoch:    24, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 74.2082901001s, input_fired_time: 1.1046466827, output_fired_time: 0.6879214644, propagate_forward_time: 29.2450714111, propagate_backward_time: 41.2626609802, weight_update_time: 0.0811617225, other_time: 1.9079933167
epoch time: 6.0844683647s, input_fired_time: 0.1193515882, output_fired_time: 0.0000000000, propagate_forward_time: 5.6359071732, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3292098045
validation[          , genome  6469] predictions:    9689/  10000 (96.89%), best:    9738/10000 (97.38%), error:       994.52032, best error:       903.69257 on epoch:    24, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 72.3351135254s, input_fired_time: 1.0867596865, output_fired_time: 0.6715786457, propagate_forward_time: 28.4658832550, propagate_backward_time: 40.2405509949, weight_update_time: 0.0794773698, other_time: 1.8703422546
epoch time: 6.0334768295s, input_fired_time: 0.1155788377, output_fired_time: 0.0000000000, propagate_forward_time: 5.5885324478, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3293657303
validation[          , genome  6469] predictions:    9691/  10000 (96.91%), best:    9738/10000 (97.38%), error:       977.35254, best error:       903.69257 on epoch:    24, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 74.1000061035s, input_fired_time: 1.1021480560, output_fired_time: 0.6877815723, propagate_forward_time: 29.1156730652, propagate_backward_time: 41.2589530945, weight_update_time: 0.0810225308, other_time: 1.9354476929
epoch time: 6.7680888176s, input_fired_time: 0.1264523417, output_fired_time: 0.0000000000, propagate_forward_time: 6.2778692245, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3637671471
validation[          , genome  6469] predictions:    9669/  10000 (96.69%), best:    9738/10000 (97.38%), error:      1110.41833, best error:       903.69257 on epoch:    24, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 74.6853713989s, input_fired_time: 1.1098595858, output_fired_time: 0.6942142844, propagate_forward_time: 29.4557781219, propagate_backward_time: 41.4250717163, weight_update_time: 0.0822098553, other_time: 2.0004425049
epoch time: 6.0994992256s, input_fired_time: 0.1209834367, output_fired_time: 0.0000000000, propagate_forward_time: 5.6195464134, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3589692116
validation[          , genome  6469] predictions:    9710/  10000 (97.10%), best:    9738/10000 (97.38%), error:       951.59686, best error:       903.69257 on epoch:    24, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 73.8017349243s, input_fired_time: 1.1070419550, output_fired_time: 0.6869578958, propagate_forward_time: 29.1643028259, propagate_backward_time: 40.9096298218, weight_update_time: 0.0808953494, other_time: 1.9338035583
epoch time: 6.0539388657s, input_fired_time: 0.1165857241, output_fired_time: 0.0000000000, propagate_forward_time: 5.6086192131, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3287339211
validation[          , genome  6469] predictions:    9717/  10000 (97.17%), best:    9738/10000 (97.38%), error:       951.46436, best error:       903.69257 on epoch:    24, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 72.4692001343s, input_fired_time: 1.0948823690, output_fired_time: 0.6848902702, propagate_forward_time: 28.5298252106, propagate_backward_time: 40.2615089417, weight_update_time: 0.0798063278, other_time: 1.8980979919
epoch time: 6.4056668282s, input_fired_time: 0.1228003055, output_fired_time: 0.0000000000, propagate_forward_time: 5.9387507439, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3441157341
validation[          , genome  6469] predictions:    9731/  10000 (97.31%), best:    9731/10000 (97.31%), error:       869.23077, best error:       869.23077 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 73.1961212158s, input_fired_time: 1.1173925400, output_fired_time: 0.6809296608, propagate_forward_time: 28.8860092163, propagate_backward_time: 40.6218147278, weight_update_time: 0.0801420063, other_time: 1.8899726868
epoch time: 6.1085367203s, input_fired_time: 0.1153364033, output_fired_time: 0.0000000000, propagate_forward_time: 5.6614842415, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3317160606
validation[          , genome  6469] predictions:    9718/  10000 (97.18%), best:    9731/10000 (97.31%), error:       938.13190, best error:       869.23077 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 72.2869949341s, input_fired_time: 1.0966526270, output_fired_time: 0.6751630306, propagate_forward_time: 28.4536323547, propagate_backward_time: 40.1561584473, weight_update_time: 0.0803090781, other_time: 1.9053916931
epoch time: 6.0150938034s, input_fired_time: 0.1179110855, output_fired_time: 0.0000000000, propagate_forward_time: 5.5693612099, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3278217316
validation[          , genome  6469] predictions:    9727/  10000 (97.27%), best:    9731/10000 (97.31%), error:       902.87445, best error:       869.23077 on epoch:    37, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 72.2851562500s, input_fired_time: 1.1066385508, output_fired_time: 0.6750845909, propagate_forward_time: 28.4038162231, propagate_backward_time: 40.1384696960, weight_update_time: 0.0836769640, other_time: 1.9611473083
epoch time: 6.0696244240s, input_fired_time: 0.1233644038, output_fired_time: 0.0000000000, propagate_forward_time: 5.6070833206, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3391766548
validation[          , genome  6469] predictions:    9701/  10000 (97.01%), best:    9731/10000 (97.31%), error:       928.68469, best error:       869.23077 on epoch:    37, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 74.0231704712s, input_fired_time: 1.1109395027, output_fired_time: 0.6820363402, propagate_forward_time: 29.0325069427, propagate_backward_time: 41.1910743713, weight_update_time: 0.1046947613, other_time: 2.0066108704
epoch time: 6.0362439156s, input_fired_time: 0.1240085661, output_fired_time: 0.0000000000, propagate_forward_time: 5.5748171806, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3374180794
validation[          , genome  6469] predictions:    9705/  10000 (97.05%), best:    9731/10000 (97.31%), error:       959.53076, best error:       869.23077 on epoch:    37, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 73.2289123535s, input_fired_time: 1.1036175489, output_fired_time: 0.6838910580, propagate_forward_time: 28.8276386261, propagate_backward_time: 40.6820411682, weight_update_time: 0.0811935589, other_time: 1.9317283630
epoch time: 6.4022297859s, input_fired_time: 0.1429425925, output_fired_time: 0.0000000000, propagate_forward_time: 5.9158725739, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3434147835
validation[          , genome  6469] predictions:    9723/  10000 (97.23%), best:    9731/10000 (97.31%), error:       936.33289, best error:       869.23077 on epoch:    37, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 77.5698623657s, input_fired_time: 1.1725274324, output_fired_time: 0.7113776803, propagate_forward_time: 30.6978569031, propagate_backward_time: 42.9572830200, weight_update_time: 0.0839483142, other_time: 2.0308113098
epoch time: 6.7509198189s, input_fired_time: 0.1259101182, output_fired_time: 0.0000000000, propagate_forward_time: 6.2683401108, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3566694260
validation[          , genome  6469] predictions:    9730/  10000 (97.30%), best:    9731/10000 (97.31%), error:       883.74542, best error:       869.23077 on epoch:    37, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 74.2511520386s, input_fired_time: 1.1099165678, output_fired_time: 0.6904380322, propagate_forward_time: 29.3593273163, propagate_backward_time: 41.1749992371, weight_update_time: 0.0814945623, other_time: 1.9164695740
epoch time: 6.2191629410s, input_fired_time: 0.1213389859, output_fired_time: 0.0000000000, propagate_forward_time: 5.7664833069, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3313407898
validation[          , genome  6469] predictions:    9662/  10000 (96.62%), best:    9731/10000 (97.31%), error:      1055.14929, best error:       869.23077 on epoch:    37, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 72.8221282959s, input_fired_time: 1.0955301523, output_fired_time: 0.6792848110, propagate_forward_time: 28.6567440033, propagate_backward_time: 40.4998626709, weight_update_time: 0.0796073154, other_time: 1.8907089233
epoch time: 6.1402444839s, input_fired_time: 0.1181406900, output_fired_time: 0.0000000000, propagate_forward_time: 5.6940650940, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3280386925
validation[          , genome  6469] predictions:    9734/  10000 (97.34%), best:    9731/10000 (97.31%), error:       908.09662, best error:       869.23077 on epoch:    37, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 73.6434173584s, input_fired_time: 1.1118469238, output_fired_time: 0.6855296493, propagate_forward_time: 29.0892086029, propagate_backward_time: 40.8248138428, weight_update_time: 0.0827537924, other_time: 1.9320144653
epoch time: 6.2032537460s, input_fired_time: 0.1226752698, output_fired_time: 0.0000000000, propagate_forward_time: 5.7399058342, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3406724930
validation[          , genome  6469] predictions:    9759/  10000 (97.59%), best:    9759/10000 (97.59%), error:       866.33441, best error:       866.33441 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 72.3083801270s, input_fired_time: 1.1000043154, output_fired_time: 0.6769090295, propagate_forward_time: 28.4848899841, propagate_backward_time: 40.1726226807, weight_update_time: 0.0795834363, other_time: 1.8739509583
epoch time: 6.0651555061s, input_fired_time: 0.1191693842, output_fired_time: 0.0000000000, propagate_forward_time: 5.6188015938, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3271846771
validation[          , genome  6469] predictions:    9710/  10000 (97.10%), best:    9759/10000 (97.59%), error:       923.44666, best error:       866.33441 on epoch:    46, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 72.3240280151s, input_fired_time: 1.0952531099, output_fired_time: 0.6808717251, propagate_forward_time: 28.4996757507, propagate_backward_time: 40.1928596497, weight_update_time: 0.0796867758, other_time: 1.8553695679
epoch time: 6.1537599564s, input_fired_time: 0.1183408871, output_fired_time: 0.0000000000, propagate_forward_time: 5.7032570839, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3321619034
validation[          , genome  6469] predictions:    9697/  10000 (96.97%), best:    9759/10000 (97.59%), error:       971.89325, best error:       866.33441 on epoch:    46, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 72.1826248169s, input_fired_time: 1.0947577953, output_fired_time: 0.6732583046, propagate_forward_time: 28.4028759003, propagate_backward_time: 40.1282272339, weight_update_time: 0.0786946788, other_time: 1.8835067749
epoch time: 6.2752046585s, input_fired_time: 0.1228789613, output_fired_time: 0.0000000000, propagate_forward_time: 5.8131089211, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3392167091
validation[          , genome  6469] predictions:    9698/  10000 (96.98%), best:    9759/10000 (97.59%), error:       969.72540, best error:       866.33441 on epoch:    46, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 74.9540176392s, input_fired_time: 1.1127971411, output_fired_time: 0.6895555258, propagate_forward_time: 29.5266799927, propagate_backward_time: 41.6936988831, weight_update_time: 0.0813516453, other_time: 1.9312858582
epoch time: 6.3158779144s, input_fired_time: 0.1205603257, output_fired_time: 0.0000000000, propagate_forward_time: 5.8564581871, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3388595581
validation[          , genome  6469] predictions:    9759/  10000 (97.59%), best:    9759/10000 (97.59%), error:       831.02069, best error:       831.02069 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 73.8645095825s, input_fired_time: 1.1071134806, output_fired_time: 0.6878788471, propagate_forward_time: 29.1368942261, propagate_backward_time: 41.0212974548, weight_update_time: 0.0804210529, other_time: 1.9113197327
epoch time: 6.1099557877s, input_fired_time: 0.1186186895, output_fired_time: 0.0000000000, propagate_forward_time: 5.6631822586, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3281550407
validation[          , genome  6469] predictions:    9717/  10000 (97.17%), best:    9759/10000 (97.59%), error:       911.87231, best error:       831.02069 on epoch:    50, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 74.2934951782s, input_fired_time: 1.1062753201, output_fired_time: 0.6884180307, propagate_forward_time: 29.2201042175, propagate_backward_time: 41.3694915771, weight_update_time: 0.0813495740, other_time: 1.9092063904
epoch time: 6.0572996140s, input_fired_time: 0.1228525713, output_fired_time: 0.0000000000, propagate_forward_time: 5.5965080261, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3379387856
validation[          , genome  6469] predictions:    9702/  10000 (97.02%), best:    9759/10000 (97.59%), error:       954.53723, best error:       831.02069 on epoch:    50, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 72.3420410156s, input_fired_time: 1.0953500271, output_fired_time: 0.6833212972, propagate_forward_time: 28.5355739594, propagate_backward_time: 40.1551322937, weight_update_time: 0.0787693262, other_time: 1.8726615906
epoch time: 6.0110726357s, input_fired_time: 0.1174074411, output_fired_time: 0.0000000000, propagate_forward_time: 5.5700321198, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3236331940
validation[          , genome  6469] predictions:    9738/  10000 (97.38%), best:    9759/10000 (97.59%), error:       867.38348, best error:       831.02069 on epoch:    50, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 73.2926406860s, input_fired_time: 1.0986734629, output_fired_time: 0.6794481874, propagate_forward_time: 28.9836826324, propagate_backward_time: 40.6608772278, weight_update_time: 0.0798827410, other_time: 1.8699607849
epoch time: 6.1569604874s, input_fired_time: 0.1201804653, output_fired_time: 0.0000000000, propagate_forward_time: 5.7092165947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3275632858
validation[          , genome  6469] predictions:    9752/  10000 (97.52%), best:    9759/10000 (97.59%), error:       862.80414, best error:       831.02069 on epoch:    50, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 72.1938552856s, input_fired_time: 1.0940660238, output_fired_time: 0.6742813587, propagate_forward_time: 28.4890060425, propagate_backward_time: 40.0910568237, weight_update_time: 0.0786799416, other_time: 1.8454513550
epoch time: 6.3586568832s, input_fired_time: 0.1213033423, output_fired_time: 0.0000000000, propagate_forward_time: 5.9021258354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3352274895
validation[          , genome  6469] predictions:    9665/  10000 (96.65%), best:    9759/10000 (97.59%), error:      1046.78674, best error:       831.02069 on epoch:    50, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 73.4488830566s, input_fired_time: 1.1096645594, output_fired_time: 0.6833428144, propagate_forward_time: 28.9899578094, propagate_backward_time: 40.7798500061, weight_update_time: 0.0806378275, other_time: 1.8860664368
epoch time: 6.0339374542s, input_fired_time: 0.1204946563, output_fired_time: 0.0000000000, propagate_forward_time: 5.5770502090, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3363924026
validation[          , genome  6469] predictions:    9662/  10000 (96.62%), best:    9759/10000 (97.59%), error:      1095.25073, best error:       831.02069 on epoch:    50, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 74.0420227051s, input_fired_time: 1.1265791655, output_fired_time: 0.6860707998, propagate_forward_time: 29.2217540741, propagate_backward_time: 41.0357551575, weight_update_time: 0.0846545324, other_time: 1.9718589783
epoch time: 6.0873875618s, input_fired_time: 0.1194889769, output_fired_time: 0.0000000000, propagate_forward_time: 5.6420559883, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3258423805
validation[          , genome  6469] predictions:    9644/  10000 (96.44%), best:    9759/10000 (97.59%), error:      1120.93848, best error:       831.02069 on epoch:    50, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 71.6940841675s, input_fired_time: 1.1122803688, output_fired_time: 0.6764103174, propagate_forward_time: 28.1460876465, propagate_backward_time: 39.9088554382, weight_update_time: 0.0781182051, other_time: 1.8504524231
epoch time: 6.1692276001s, input_fired_time: 0.1206799597, output_fired_time: 0.0000000000, propagate_forward_time: 5.7179336548, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3306140900
validation[          , genome  6469] predictions:    9731/  10000 (97.31%), best:    9759/10000 (97.59%), error:       919.25323, best error:       831.02069 on epoch:    50, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 76.8960189819s, input_fired_time: 1.1383090019, output_fired_time: 0.7050659657, propagate_forward_time: 30.3931350708, propagate_backward_time: 42.6250495911, weight_update_time: 0.0842136890, other_time: 2.0344657898
epoch time: 6.5713481903s, input_fired_time: 0.1275801063, output_fired_time: 0.0000000000, propagate_forward_time: 6.0875387192, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3562293053
validation[          , genome  6469] predictions:    9699/  10000 (96.99%), best:    9759/10000 (97.59%), error:      1009.56409, best error:       831.02069 on epoch:    50, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 76.3404312134s, input_fired_time: 1.1459114552, output_fired_time: 0.7041101456, propagate_forward_time: 30.1641826630, propagate_backward_time: 42.3415527344, weight_update_time: 0.0827722400, other_time: 1.9846725464
epoch time: 6.1169776917s, input_fired_time: 0.1192215011, output_fired_time: 0.0000000000, propagate_forward_time: 5.6663823128, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3313736916
validation[          , genome  6469] predictions:    9712/  10000 (97.12%), best:    9759/10000 (97.59%), error:       904.85034, best error:       831.02069 on epoch:    50, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 72.9355316162s, input_fired_time: 1.1068955660, output_fired_time: 0.6830494404, propagate_forward_time: 28.8164176941, propagate_backward_time: 40.4493141174, weight_update_time: 0.0791212991, other_time: 1.8798522949
epoch time: 6.5792775154s, input_fired_time: 0.1246615648, output_fired_time: 0.0000000000, propagate_forward_time: 6.1071300507, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3474860191
validation[          , genome  6469] predictions:    9747/  10000 (97.47%), best:    9759/10000 (97.59%), error:       860.23187, best error:       831.02069 on epoch:    50, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 73.4798812866s, input_fired_time: 1.1111398935, output_fired_time: 0.6845861673, propagate_forward_time: 29.0217609406, propagate_backward_time: 40.7770156860, weight_update_time: 0.0802480280, other_time: 1.8853836060
epoch time: 6.3555464745s, input_fired_time: 0.1247367710, output_fired_time: 0.0000000000, propagate_forward_time: 5.8868594170, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3439502716
validation[          , genome  6469] predictions:    9731/  10000 (97.31%), best:    9759/10000 (97.59%), error:       923.06372, best error:       831.02069 on epoch:    50, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 73.1696548462s, input_fired_time: 1.1139578819, output_fired_time: 0.6805622578, propagate_forward_time: 28.8210544586, propagate_backward_time: 40.6473007202, weight_update_time: 0.0812476426, other_time: 1.9067764282
epoch time: 6.0079612732s, input_fired_time: 0.1161583960, output_fired_time: 0.0000000000, propagate_forward_time: 5.5677633286, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3240394592
validation[          , genome  6469] predictions:    9706/  10000 (97.06%), best:    9759/10000 (97.59%), error:       981.06104, best error:       831.02069 on epoch:    50, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 74.1236114502s, input_fired_time: 1.1319632530, output_fired_time: 0.6842992902, propagate_forward_time: 29.2222881317, propagate_backward_time: 41.1192779541, weight_update_time: 0.0848152265, other_time: 1.9657821655
epoch time: 6.3102941513s, input_fired_time: 0.1282106191, output_fired_time: 0.0000000000, propagate_forward_time: 5.8364248276, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3456587791
validation[          , genome  6469] predictions:    9742/  10000 (97.42%), best:    9759/10000 (97.59%), error:       864.28601, best error:       831.02069 on epoch:    50, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 72.0107421875s, input_fired_time: 1.0960813761, output_fired_time: 0.6760918498, propagate_forward_time: 28.2844581604, propagate_backward_time: 40.1023941040, weight_update_time: 0.0785356462, other_time: 1.8517112732
epoch time: 6.0360016823s, input_fired_time: 0.1195952147, output_fired_time: 0.0000000000, propagate_forward_time: 5.5896725655, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3267340660
validation[          , genome  6469] predictions:    9704/  10000 (97.04%), best:    9759/10000 (97.59%), error:       976.32239, best error:       831.02069 on epoch:    50, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 71.8174743652s, input_fired_time: 1.1042734385, output_fired_time: 0.6732220650, propagate_forward_time: 28.2881870270, propagate_backward_time: 39.8611412048, weight_update_time: 0.0784679726, other_time: 1.8906517029
epoch time: 6.1023707390s, input_fired_time: 0.1209116280, output_fired_time: 0.0000000000, propagate_forward_time: 5.6448869705, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3365721703
validation[          , genome  6469] predictions:    9706/  10000 (97.06%), best:    9759/10000 (97.59%), error:       900.87744, best error:       831.02069 on epoch:    50, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 73.2561950684s, input_fired_time: 1.1146520376, output_fired_time: 0.6847995520, propagate_forward_time: 28.9164638519, propagate_backward_time: 40.6175041199, weight_update_time: 0.0802134275, other_time: 1.9227714539
epoch time: 6.2045040131s, input_fired_time: 0.1248753443, output_fired_time: 0.0000000000, propagate_forward_time: 5.7342228889, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3454055786
validation[          , genome  6469] predictions:    9736/  10000 (97.36%), best:    9759/10000 (97.59%), error:       910.35071, best error:       831.02069 on epoch:    50, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 75.9195861816s, input_fired_time: 1.1354991198, output_fired_time: 0.7031778693, propagate_forward_time: 29.8834648132, propagate_backward_time: 42.2080841064, weight_update_time: 0.0831408799, other_time: 1.9893608093
epoch time: 6.4694423676s, input_fired_time: 0.1232056469, output_fired_time: 0.0000000000, propagate_forward_time: 5.9986424446, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3475942612
validation[          , genome  6469] predictions:    9702/  10000 (97.02%), best:    9759/10000 (97.59%), error:       965.35535, best error:       831.02069 on epoch:    50, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 72.8489685059s, input_fired_time: 1.1101974249, output_fired_time: 0.6836570501, propagate_forward_time: 28.6674537659, propagate_backward_time: 40.4990310669, weight_update_time: 0.0796723515, other_time: 1.8886299133
epoch time: 6.0978684425s, input_fired_time: 0.1213122755, output_fired_time: 0.0000000000, propagate_forward_time: 5.6476054192, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3289508820
validation[          , genome  6469] predictions:    9723/  10000 (97.23%), best:    9759/10000 (97.59%), error:       928.32416, best error:       831.02069 on epoch:    50, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 73.7610397339s, input_fired_time: 1.1133128405, output_fired_time: 0.6855074167, propagate_forward_time: 29.1341819763, propagate_backward_time: 40.9285125732, weight_update_time: 0.0807034522, other_time: 1.8995246887
epoch time: 6.5620260239s, input_fired_time: 0.1271261275, output_fired_time: 0.0000000000, propagate_forward_time: 6.0877728462, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3471269608
validation[          , genome  6469] predictions:    9735/  10000 (97.35%), best:    9759/10000 (97.59%), error:       841.14423, best error:       831.02069 on epoch:    50, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 76.9737777710s, input_fired_time: 1.1443929672, output_fired_time: 0.7067973018, propagate_forward_time: 30.3507175446, propagate_backward_time: 42.7923431396, weight_update_time: 0.0833754465, other_time: 1.9795303345
epoch time: 6.3652887344s, input_fired_time: 0.1248073503, output_fired_time: 0.0000000000, propagate_forward_time: 5.8989615440, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3415198326
validation[          , genome  6469] predictions:    9669/  10000 (96.69%), best:    9759/10000 (97.59%), error:      1033.82922, best error:       831.02069 on epoch:    50, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 75.1998825073s, input_fired_time: 1.1384845972, output_fired_time: 0.6974043250, propagate_forward_time: 29.7246093750, propagate_backward_time: 41.6778945923, weight_update_time: 0.0844092518, other_time: 1.9614944458
epoch time: 6.0906772614s, input_fired_time: 0.1290877461, output_fired_time: 0.0000000000, propagate_forward_time: 5.6225423813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3390469551
validation[          , genome  6469] predictions:    9671/  10000 (96.71%), best:    9759/10000 (97.59%), error:      1097.36218, best error:       831.02069 on epoch:    50, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 73.1165084839s, input_fired_time: 1.1136603355, output_fired_time: 0.6784719825, propagate_forward_time: 28.7818336487, propagate_backward_time: 40.6587600708, weight_update_time: 0.0808344781, other_time: 1.8837776184
epoch time: 6.3357725143s, input_fired_time: 0.1234732643, output_fired_time: 0.0000000000, propagate_forward_time: 5.8790512085, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3332481384
validation[          , genome  6469] predictions:    9709/  10000 (97.09%), best:    9759/10000 (97.59%), error:       954.96283, best error:       831.02069 on epoch:    50, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 73.7735214233s, input_fired_time: 1.1215065718, output_fired_time: 0.6838494539, propagate_forward_time: 29.0777835846, propagate_backward_time: 40.9649200439, weight_update_time: 0.0814559609, other_time: 1.9254608154
epoch time: 6.2803192139s, input_fired_time: 0.1239826158, output_fired_time: 0.0000000000, propagate_forward_time: 5.8126530647, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3436837196
validation[          , genome  6469] predictions:    9676/  10000 (96.76%), best:    9759/10000 (97.59%), error:      1005.59082, best error:       831.02069 on epoch:    50, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 73.2662277222s, input_fired_time: 1.1184234619, output_fired_time: 0.6859763265, propagate_forward_time: 28.9674186707, propagate_backward_time: 40.5877532959, weight_update_time: 0.0799485520, other_time: 1.9066581726
epoch time: 6.3690295219s, input_fired_time: 0.1257880777, output_fired_time: 0.0000000000, propagate_forward_time: 5.9024353027, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3408060074
validation[          , genome  6469] predictions:    9738/  10000 (97.38%), best:    9759/10000 (97.59%), error:       844.50330, best error:       831.02069 on epoch:    50, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 72.8204498291s, input_fired_time: 1.1198647022, output_fired_time: 0.6791478992, propagate_forward_time: 28.7651290894, propagate_backward_time: 40.3626289368, weight_update_time: 0.0799309462, other_time: 1.8936805725
epoch time: 6.7448005676s, input_fired_time: 0.1282867491, output_fired_time: 0.0000000000, propagate_forward_time: 6.2417664528, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3747472763
validation[          , genome  6469] predictions:    9731/  10000 (97.31%), best:    9759/10000 (97.59%), error:       911.90271, best error:       831.02069 on epoch:    50, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 75.9294967651s, input_fired_time: 1.1369991302, output_fired_time: 0.6986292601, propagate_forward_time: 30.0526332855, propagate_backward_time: 42.0489997864, weight_update_time: 0.0842991397, other_time: 1.9922294617
epoch time: 6.0801892281s, input_fired_time: 0.1218454018, output_fired_time: 0.0000000000, propagate_forward_time: 5.6292691231, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3290748596
validation[          , genome  6469] predictions:    9679/  10000 (96.79%), best:    9759/10000 (97.59%), error:       993.20245, best error:       831.02069 on epoch:    50, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 73.8582992554s, input_fired_time: 1.1491010189, output_fired_time: 0.6884472966, propagate_forward_time: 29.2569179535, propagate_backward_time: 40.8439483643, weight_update_time: 0.0812826455, other_time: 1.9198837280
epoch time: 6.0387520790s, input_fired_time: 0.1211925074, output_fired_time: 0.0000000000, propagate_forward_time: 5.5880975723, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3294620514
validation[          , genome  6469] predictions:    9703/  10000 (97.03%), best:    9759/10000 (97.59%), error:      1080.46228, best error:       831.02069 on epoch:    50, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 73.0386657715s, input_fired_time: 1.1256357431, output_fired_time: 0.6792042851, propagate_forward_time: 28.7641353607, propagate_backward_time: 40.4890556335, weight_update_time: 0.0828838423, other_time: 1.9806327820
epoch time: 6.4168038368s, input_fired_time: 0.1291688234, output_fired_time: 0.0000000000, propagate_forward_time: 5.9414453506, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3461894989
validation[          , genome  6469] predictions:    9746/  10000 (97.46%), best:    9759/10000 (97.59%), error:       875.65063, best error:       831.02069 on epoch:    50, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 72.2627258301s, input_fired_time: 1.1183058023, output_fired_time: 0.6720393300, propagate_forward_time: 28.3709793091, propagate_backward_time: 40.1964607239, weight_update_time: 0.0803928301, other_time: 1.9049339294
epoch time: 6.0604519844s, input_fired_time: 0.1246416643, output_fired_time: 0.0000000000, propagate_forward_time: 5.6068367958, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3289732933
validation[          , genome  6469] predictions:    9751/  10000 (97.51%), best:    9759/10000 (97.59%), error:       856.93030, best error:       831.02069 on epoch:    50, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 74.2392501831s, input_fired_time: 1.1535779238, output_fired_time: 0.6840827465, propagate_forward_time: 29.2649650574, propagate_backward_time: 41.2213211060, weight_update_time: 0.0821517333, other_time: 1.9153022766
epoch time: 6.1163134575s, input_fired_time: 0.1237581596, output_fired_time: 0.0000000000, propagate_forward_time: 5.6603846550, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3321704865
validation[          , genome  6469] predictions:    9708/  10000 (97.08%), best:    9759/10000 (97.59%), error:       983.01410, best error:       831.02069 on epoch:    50, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 74.8541793823s, input_fired_time: 1.1352016926, output_fired_time: 0.6953038573, propagate_forward_time: 29.5725593567, propagate_backward_time: 41.4789733887, weight_update_time: 0.0814658254, other_time: 1.9721412659
epoch time: 6.2438664436s, input_fired_time: 0.1261972487, output_fired_time: 0.0000000000, propagate_forward_time: 5.7742757797, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3433933258
validation[          , genome  6469] predictions:    9742/  10000 (97.42%), best:    9759/10000 (97.59%), error:       922.56085, best error:       831.02069 on epoch:    50, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 72.5610122681s, input_fired_time: 1.1156712770, output_fired_time: 0.6781126261, propagate_forward_time: 28.5163669586, propagate_backward_time: 40.2890167236, weight_update_time: 0.0797406510, other_time: 1.9618453979
epoch time: 6.0618982315s, input_fired_time: 0.1204777807, output_fired_time: 0.0000000000, propagate_forward_time: 5.6132721901, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3281483650
validation[          , genome  6469] predictions:    9712/  10000 (97.12%), best:    9759/10000 (97.59%), error:       991.15460, best error:       831.02069 on epoch:    50, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 73.4938812256s, input_fired_time: 1.1196110249, output_fired_time: 0.6846199036, propagate_forward_time: 28.9036121368, propagate_backward_time: 40.8814239502, weight_update_time: 0.0800548270, other_time: 1.9046173096
epoch time: 6.0725088120s, input_fired_time: 0.1233068630, output_fired_time: 0.0000000000, propagate_forward_time: 5.6207647324, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3284373283
validation[          , genome  6469] predictions:    9697/  10000 (96.97%), best:    9759/10000 (97.59%), error:      1042.84412, best error:       831.02069 on epoch:    50, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 73.6086273193s, input_fired_time: 1.1221952438, output_fired_time: 0.6796197295, propagate_forward_time: 28.8282661438, propagate_backward_time: 41.0678100586, weight_update_time: 0.0800537765, other_time: 1.9107398987
epoch time: 6.8360252380s, input_fired_time: 0.1334775686, output_fired_time: 0.0000000000, propagate_forward_time: 6.3493123055, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3532352448
validation[          , genome  6469] predictions:    9684/  10000 (96.84%), best:    9759/10000 (97.59%), error:      1025.81470, best error:       831.02069 on epoch:    50, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 71.7570571899s, input_fired_time: 1.1110471487, output_fired_time: 0.6698633432, propagate_forward_time: 28.2944889069, propagate_backward_time: 39.8200187683, weight_update_time: 0.0787830949, other_time: 1.8616447449
epoch time: 6.0152235031s, input_fired_time: 0.1209834889, output_fired_time: 0.0000000000, propagate_forward_time: 5.5684680939, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3257718086
validation[          , genome  6469] predictions:    9727/  10000 (97.27%), best:    9759/10000 (97.59%), error:       906.18005, best error:       831.02069 on epoch:    50, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 72.7019729614s, input_fired_time: 1.1196906567, output_fired_time: 0.6775624156, propagate_forward_time: 28.7220802307, propagate_backward_time: 40.3113784790, weight_update_time: 0.0785896853, other_time: 1.8712654114
epoch time: 6.0766282082s, input_fired_time: 0.1202336699, output_fired_time: 0.0000000000, propagate_forward_time: 5.6288843155, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3275103569
validation[          , genome  6469] predictions:    9683/  10000 (96.83%), best:    9759/10000 (97.59%), error:      1084.30554, best error:       831.02069 on epoch:    50, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 71.8307876587s, input_fired_time: 1.1055189371, output_fired_time: 0.6760314703, propagate_forward_time: 28.2499237061, propagate_backward_time: 39.9461021423, weight_update_time: 0.0782894492, other_time: 1.8532066345
epoch time: 6.0737638474s, input_fired_time: 0.1226053610, output_fired_time: 0.0000000000, propagate_forward_time: 5.6219716072, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3291869164
validation[          , genome  6469] predictions:    9744/  10000 (97.44%), best:    9759/10000 (97.59%), error:       861.91302, best error:       831.02069 on epoch:    50, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 71.9468917847s, input_fired_time: 1.1094865799, output_fired_time: 0.6700842381, propagate_forward_time: 28.2990455627, propagate_backward_time: 40.0137290955, weight_update_time: 0.0785581693, other_time: 1.8545455933
epoch time: 6.0567164421s, input_fired_time: 0.1230636984, output_fired_time: 0.0000000000, propagate_forward_time: 5.6074028015, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3262500763
validation[          , genome  6469] predictions:    9727/  10000 (97.27%), best:    9759/10000 (97.59%), error:       878.90338, best error:       831.02069 on epoch:    50, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 76.4623565674s, input_fired_time: 1.1505296230, output_fired_time: 0.7076336741, propagate_forward_time: 30.1801834106, propagate_backward_time: 42.4108963013, weight_update_time: 0.0844497457, other_time: 2.0131149292
epoch time: 6.3628206253s, input_fired_time: 0.1271711886, output_fired_time: 0.0000000000, propagate_forward_time: 5.8836278915, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3520216942
validation[          , genome  6469] predictions:    9714/  10000 (97.14%), best:    9759/10000 (97.59%), error:       891.10535, best error:       831.02069 on epoch:    50, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 76.4916381836s, input_fired_time: 1.1450517178, output_fired_time: 0.7073776126, propagate_forward_time: 30.1879005432, propagate_backward_time: 42.4801139832, weight_update_time: 0.0827275813, other_time: 1.9711990356
epoch time: 6.6675281525s, input_fired_time: 0.1301324815, output_fired_time: 0.0000000000, propagate_forward_time: 6.1827802658, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3546152115
validation[          , genome  6469] predictions:    9731/  10000 (97.31%), best:    9759/10000 (97.59%), error:       927.56958, best error:       831.02069 on epoch:    50, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 73.8504028320s, input_fired_time: 1.1519302130, output_fired_time: 0.6874690056, propagate_forward_time: 29.1353302002, propagate_backward_time: 40.9608154297, weight_update_time: 0.0810192525, other_time: 1.9148559570
epoch time: 6.0467782021s, input_fired_time: 0.1218991876, output_fired_time: 0.0000000000, propagate_forward_time: 5.5943584442, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3305206299
validation[          , genome  6469] predictions:    9670/  10000 (96.70%), best:    9759/10000 (97.59%), error:      1066.54797, best error:       831.02069 on epoch:    50, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 75.8313446045s, input_fired_time: 1.1472405195, output_fired_time: 0.7044572830, propagate_forward_time: 30.1104927063, propagate_backward_time: 41.9071426392, weight_update_time: 0.0828255415, other_time: 1.9620094299
epoch time: 6.1478438377s, input_fired_time: 0.1454327554, output_fired_time: 0.0000000000, propagate_forward_time: 5.6675057411, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3349051476
validation[          , genome  6469] predictions:    9724/  10000 (97.24%), best:    9759/10000 (97.59%), error:       879.62543, best error:       831.02069 on epoch:    50, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 73.2974319458s, input_fired_time: 1.1185938120, output_fired_time: 0.6755926609, propagate_forward_time: 28.7629280090, propagate_backward_time: 40.8080062866, weight_update_time: 0.0818874240, other_time: 1.9323158264
epoch time: 6.7090072632s, input_fired_time: 0.1301275194, output_fired_time: 0.0000000000, propagate_forward_time: 6.2237935066, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3550863266
validation[          , genome  6469] predictions:    9733/  10000 (97.33%), best:    9759/10000 (97.59%), error:       891.63782, best error:       831.02069 on epoch:    50, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 73.1025161743s, input_fired_time: 1.1216440201, output_fired_time: 0.6847832203, propagate_forward_time: 28.8852176666, propagate_backward_time: 40.5294609070, weight_update_time: 0.0798830017, other_time: 1.8814125061
epoch time: 6.2176675797s, input_fired_time: 0.1233219802, output_fired_time: 0.0000000000, propagate_forward_time: 5.7577404976, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3366050720
validation[          , genome  6469] predictions:    9714/  10000 (97.14%), best:    9759/10000 (97.59%), error:       908.80298, best error:       831.02069 on epoch:    50, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 73.7826232910s, input_fired_time: 1.1244937181, output_fired_time: 0.7083963752, propagate_forward_time: 29.0909194946, propagate_backward_time: 40.9735450745, weight_update_time: 0.0799194202, other_time: 1.8852653503
epoch time: 6.0499825478s, input_fired_time: 0.1197720096, output_fired_time: 0.0000000000, propagate_forward_time: 5.5989470482, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3312635422
validation[          , genome  6469] predictions:    9701/  10000 (97.01%), best:    9759/10000 (97.59%), error:      1010.03986, best error:       831.02069 on epoch:    50, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 74.6808166504s, input_fired_time: 1.1308132410, output_fired_time: 0.6903839707, propagate_forward_time: 29.4839839935, propagate_backward_time: 41.4487724304, weight_update_time: 0.0821614042, other_time: 1.9268608093
epoch time: 7.1140551567s, input_fired_time: 0.1364771575, output_fired_time: 0.0000000000, propagate_forward_time: 6.6100234985, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3675546646
validation[          , genome  6469] predictions:    9717/  10000 (97.17%), best:    9759/10000 (97.59%), error:       956.99316, best error:       831.02069 on epoch:    50, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 76.0691375732s, input_fired_time: 1.1450046301, output_fired_time: 0.7009804249, propagate_forward_time: 30.0309524536, propagate_backward_time: 42.2097816467, weight_update_time: 0.0844344571, other_time: 1.9824180603
epoch time: 6.4024729729s, input_fired_time: 0.1255074292, output_fired_time: 0.0000000000, propagate_forward_time: 5.9325609207, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3444046974
validation[          , genome  6469] predictions:    9700/  10000 (97.00%), best:    9759/10000 (97.59%), error:       951.58289, best error:       831.02069 on epoch:    50, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 76.3704833984s, input_fired_time: 1.1443582773, output_fired_time: 0.7104882598, propagate_forward_time: 30.2675609589, propagate_backward_time: 42.2672729492, weight_update_time: 0.0832313821, other_time: 1.9808044434
epoch time: 6.1162462234s, input_fired_time: 0.1235543266, output_fired_time: 0.0000000000, propagate_forward_time: 5.6621422768, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3305497169
validation[          , genome  6469] predictions:    9721/  10000 (97.21%), best:    9759/10000 (97.59%), error:       982.07550, best error:       831.02069 on epoch:    50, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 74.7714309692s, input_fired_time: 1.1449449062, output_fired_time: 0.6934685111, propagate_forward_time: 29.5660533905, propagate_backward_time: 41.4132614136, weight_update_time: 0.0828468576, other_time: 1.9537048340
epoch time: 6.5195345879s, input_fired_time: 0.1515190005, output_fired_time: 0.0000000000, propagate_forward_time: 5.9980626106, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3699531555
validation[          , genome  6469] predictions:    9718/  10000 (97.18%), best:    9759/10000 (97.59%), error:       939.76904, best error:       831.02069 on epoch:    50, 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: 31.6944370270s, input_fired_time: 0.6081970930, output_fired_time: 0.0000000000, propagate_forward_time: 29.3544731140, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7317676544
best training[          , genome  6469] predictions:   49506/  50000 (99.01%), best:    9759/10000 (97.59%), error:      1875.08093, best error:       831.02069 on epoch:    50, 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: 6.2767109871s, input_fired_time: 0.1383230686, output_fired_time: 0.0000000000, propagate_forward_time: 5.7994904518, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3388972282
   testing[          , genome  6469] predictions:    9791/  10000 (97.91%), best:    9759/10000 (97.59%), error:       754.33612, best error:       831.02069 on epoch:    50, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
05:09:10 (1318): called boinc_finish(0)

</stderr_txt>
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