Nameexact_genome_1512568488_45_942_2
Workunit2575909
Created7 Dec 2017, 21:16:25 UTC
Sent7 Dec 2017, 21:22:16 UTC
Report deadline9 Dec 2017, 1:05:08 UTC
Received7 Dec 2017, 22:11:39 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52322
Run time48 min 54 sec
CPU time44 min 53 sec
Validate stateValid
Credit288.69
Device peak FLOPS2.94 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size153.53 MB
Peak swap size151.80 MB
Peak disk usage1.60 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
ht_update_time: 0.1226007566, other_time: 2.0702743530
epoch time: 2.0258877277s, input_fired_time: 0.0107600447, output_fired_time: 0.0000000000, propagate_forward_time: 1.6558727026, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3592549562
validation[          , genome   942] predictions:    9272/  10000 (92.72%), best:    9272/10000 (92.72%), error:      2407.84399, best error:      2407.84399 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 24.1692314148s, input_fired_time: 0.0882850960, output_fired_time: 0.0909026787, propagate_forward_time: 8.7780265808, propagate_backward_time: 13.1377811432, weight_update_time: 0.1224022880, other_time: 2.0742359161
epoch time: 2.1127910614s, input_fired_time: 0.0108882915, output_fired_time: 0.0000000000, propagate_forward_time: 1.7443771362, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3575255871
validation[          , genome   942] predictions:    9208/  10000 (92.08%), best:    9272/10000 (92.72%), error:      2496.24097, best error:      2407.84399 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 24.4946479797s, input_fired_time: 0.0874668285, output_fired_time: 0.0915041789, propagate_forward_time: 8.9292039871, propagate_backward_time: 13.3080511093, weight_update_time: 0.1222779676, other_time: 2.0784206390
epoch time: 2.1480760574s, input_fired_time: 0.0108410930, output_fired_time: 0.0000000000, propagate_forward_time: 1.7686233521, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3686115742
validation[          , genome   942] predictions:    9271/  10000 (92.71%), best:    9271/10000 (92.71%), error:      2398.68408, best error:      2398.68408 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 23.8367004395s, input_fired_time: 0.0878416970, output_fired_time: 0.0903796330, propagate_forward_time: 8.6840391159, propagate_backward_time: 12.9326190948, weight_update_time: 0.1193535775, other_time: 2.0418214798
epoch time: 2.1979537010s, input_fired_time: 0.0112092569, output_fired_time: 0.0000000000, propagate_forward_time: 1.8127869368, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3739575148
validation[          , genome   942] predictions:    9234/  10000 (92.34%), best:    9271/10000 (92.71%), error:      2446.44019, best error:      2398.68408 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 24.1806011200s, input_fired_time: 0.0870791376, output_fired_time: 0.0900888517, propagate_forward_time: 8.7886972427, propagate_backward_time: 13.1412305832, weight_update_time: 0.1228042096, other_time: 2.0735034943
epoch time: 2.1182160378s, input_fired_time: 0.0108562214, output_fired_time: 0.0000000000, propagate_forward_time: 1.7406591177, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3667007685
validation[          , genome   942] predictions:    9253/  10000 (92.53%), best:    9271/10000 (92.71%), error:      2478.25073, best error:      2398.68408 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 23.5841503143s, input_fired_time: 0.0865485817, output_fired_time: 0.0887610763, propagate_forward_time: 8.5966539383, propagate_backward_time: 12.7796106339, weight_update_time: 0.1184858605, other_time: 2.0325775146
epoch time: 2.2375178337s, input_fired_time: 0.0111237932, output_fired_time: 0.0000000000, propagate_forward_time: 1.8549433947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3714505434
validation[          , genome   942] predictions:    9261/  10000 (92.61%), best:    9271/10000 (92.71%), error:      2442.83252, best error:      2398.68408 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 24.1662712097s, input_fired_time: 0.0874930695, output_fired_time: 0.0913953558, propagate_forward_time: 8.7924833298, propagate_backward_time: 13.1259603500, weight_update_time: 0.1241396740, other_time: 2.0689392090
epoch time: 2.1887702942s, input_fired_time: 0.0110080270, output_fired_time: 0.0000000000, propagate_forward_time: 1.8095718622, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3681904078
validation[          , genome   942] predictions:    9261/  10000 (92.61%), best:    9261/10000 (92.61%), error:      2387.15063, best error:      2387.15063 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 24.0641860962s, input_fired_time: 0.0866767019, output_fired_time: 0.0903237686, propagate_forward_time: 8.7666215897, propagate_backward_time: 13.0544061661, weight_update_time: 0.1207844168, other_time: 2.0661563873
epoch time: 1.9919857979s, input_fired_time: 0.0115627088, output_fired_time: 0.0000000000, propagate_forward_time: 1.6367315054, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3436915874
validation[          , genome   942] predictions:    9247/  10000 (92.47%), best:    9261/10000 (92.61%), error:      2428.74707, best error:      2387.15063 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 24.1537933350s, input_fired_time: 0.0883576423, output_fired_time: 0.0913728774, propagate_forward_time: 8.7767562866, propagate_backward_time: 13.1289548874, weight_update_time: 0.1204118133, other_time: 2.0683507919
epoch time: 2.1026418209s, input_fired_time: 0.0112635614, output_fired_time: 0.0000000000, propagate_forward_time: 1.7287709713, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3626072407
validation[          , genome   942] predictions:    9264/  10000 (92.64%), best:    9261/10000 (92.61%), error:      2415.09814, best error:      2387.15063 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 24.1014862061s, input_fired_time: 0.0871485546, output_fired_time: 0.0910190418, propagate_forward_time: 8.7944040298, propagate_backward_time: 13.0759592056, weight_update_time: 0.1223482788, other_time: 2.0529556274
epoch time: 2.1483318806s, input_fired_time: 0.0115324594, output_fired_time: 0.0000000000, propagate_forward_time: 1.7630463839, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3737529516
validation[          , genome   942] predictions:    9106/  10000 (91.06%), best:    9261/10000 (92.61%), error:      2827.26221, best error:      2387.15063 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 24.4408798218s, input_fired_time: 0.0884183124, output_fired_time: 0.0933620259, propagate_forward_time: 8.9019441605, propagate_backward_time: 13.2753019333, weight_update_time: 0.1238602921, other_time: 2.0818519592
epoch time: 1.9028264284s, input_fired_time: 0.0105379298, output_fired_time: 0.0000000000, propagate_forward_time: 1.5563676357, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3359208107
validation[          , genome   942] predictions:    9248/  10000 (92.48%), best:    9261/10000 (92.61%), error:      2440.69580, best error:      2387.15063 on epoch:    20, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 24.5138225555s, input_fired_time: 0.0885891169, output_fired_time: 0.0920544416, propagate_forward_time: 8.9336786270, propagate_backward_time: 13.3043527603, weight_update_time: 0.1236883402, other_time: 2.0951480865
epoch time: 2.1966276169s, input_fired_time: 0.0120924953, output_fired_time: 0.0000000000, propagate_forward_time: 1.8099077940, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3746272326
validation[          , genome   942] predictions:    9267/  10000 (92.67%), best:    9267/10000 (92.67%), error:      2386.09180, best error:      2386.09180 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 24.4925079346s, input_fired_time: 0.0890369266, output_fired_time: 0.0925388038, propagate_forward_time: 8.9374618530, propagate_backward_time: 13.2962036133, weight_update_time: 0.1233964041, other_time: 2.0772666931
epoch time: 2.1465861797s, input_fired_time: 0.0108246366, output_fired_time: 0.0000000000, propagate_forward_time: 1.7648996115, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3708618879
validation[          , genome   942] predictions:    9292/  10000 (92.92%), best:    9267/10000 (92.67%), error:      2391.23877, best error:      2386.09180 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 24.6917591095s, input_fired_time: 0.0901098624, output_fired_time: 0.0947014764, propagate_forward_time: 9.0019598007, propagate_backward_time: 13.4224977493, weight_update_time: 0.1226020977, other_time: 2.0824890137
epoch time: 2.1004962921s, input_fired_time: 0.0112657780, output_fired_time: 0.0000000000, propagate_forward_time: 1.7357037067, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3535268307
validation[          , genome   942] predictions:    9234/  10000 (92.34%), best:    9267/10000 (92.67%), error:      2533.80444, best error:      2386.09180 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 24.3312397003s, input_fired_time: 0.0890067220, output_fired_time: 0.0915046260, propagate_forward_time: 8.8500423431, propagate_backward_time: 13.2200508118, weight_update_time: 0.1236540303, other_time: 2.0806350708
epoch time: 2.1782226563s, input_fired_time: 0.0110008791, output_fired_time: 0.0000000000, propagate_forward_time: 1.7996675968, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3675541878
validation[          , genome   942] predictions:    9219/  10000 (92.19%), best:    9267/10000 (92.67%), error:      2524.93433, best error:      2386.09180 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 24.5847625732s, input_fired_time: 0.0892426148, output_fired_time: 0.0919150487, propagate_forward_time: 8.9842834473, propagate_backward_time: 13.3431739807, weight_update_time: 0.1245177984, other_time: 2.0761470795
epoch time: 2.1868314743s, input_fired_time: 0.0110133812, output_fired_time: 0.0000000000, propagate_forward_time: 1.8013745546, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3744436502
validation[          , genome   942] predictions:    9251/  10000 (92.51%), best:    9267/10000 (92.67%), error:      2414.76489, best error:      2386.09180 on epoch:    25, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 24.2399368286s, input_fired_time: 0.0878029764, output_fired_time: 0.0905878991, propagate_forward_time: 8.8408679962, propagate_backward_time: 13.1508445740, weight_update_time: 0.1239483804, other_time: 2.0698337555
epoch time: 2.1745755672s, input_fired_time: 0.0113574872, output_fired_time: 0.0000000000, propagate_forward_time: 1.7858601809, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3773578405
validation[          , genome   942] predictions:    9299/  10000 (92.99%), best:    9299/10000 (92.99%), error:      2303.52856, best error:      2303.52856 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 24.3351402283s, input_fired_time: 0.0905363038, output_fired_time: 0.0915098786, propagate_forward_time: 8.8683166504, propagate_backward_time: 13.2042665482, weight_update_time: 0.1221960708, other_time: 2.0805101395
epoch time: 2.1922361851s, input_fired_time: 0.0111900941, output_fired_time: 0.0000000000, propagate_forward_time: 1.8096514940, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3713945150
validation[          , genome   942] predictions:    9268/  10000 (92.68%), best:    9299/10000 (92.99%), error:      2407.15186, best error:      2303.52856 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 24.4380893707s, input_fired_time: 0.0899648145, output_fired_time: 0.0916461200, propagate_forward_time: 8.9028120041, propagate_backward_time: 13.2662143707, weight_update_time: 0.1241932586, other_time: 2.0874528885
epoch time: 2.1418216228s, input_fired_time: 0.0107970238, output_fired_time: 0.0000000000, propagate_forward_time: 1.7587138414, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3723107576
validation[          , genome   942] predictions:    9258/  10000 (92.58%), best:    9299/10000 (92.99%), error:      2390.34229, best error:      2303.52856 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 24.4029579163s, input_fired_time: 0.0901512951, output_fired_time: 0.0926456079, propagate_forward_time: 8.8691539764, propagate_backward_time: 13.2596168518, weight_update_time: 0.1229988039, other_time: 2.0913906097
epoch time: 2.1883199215s, input_fired_time: 0.0114171635, output_fired_time: 0.0000000000, propagate_forward_time: 1.8056120872, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3712906837
validation[          , genome   942] predictions:    9292/  10000 (92.92%), best:    9299/10000 (92.99%), error:      2332.04297, best error:      2303.52856 on epoch:    30, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 24.4503307343s, input_fired_time: 0.0893660262, output_fired_time: 0.0902816653, propagate_forward_time: 8.9074611664, propagate_backward_time: 13.2698612213, weight_update_time: 0.1228527576, other_time: 2.0933589935
epoch time: 2.1721007824s, input_fired_time: 0.0111380136, output_fired_time: 0.0000000000, propagate_forward_time: 1.7923680544, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3685947657
validation[          , genome   942] predictions:    9303/  10000 (93.03%), best:    9299/10000 (92.99%), error:      2356.65308, best error:      2303.52856 on epoch:    30, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 24.3672447205s, input_fired_time: 0.0886029452, output_fired_time: 0.0920642912, propagate_forward_time: 8.8621339798, propagate_backward_time: 13.2367696762, weight_update_time: 0.1211792454, other_time: 2.0876750946
epoch time: 2.1639914513s, input_fired_time: 0.0112947328, output_fired_time: 0.0000000000, propagate_forward_time: 1.7874399424, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3652566671
validation[          , genome   942] predictions:    9282/  10000 (92.82%), best:    9299/10000 (92.99%), error:      2453.81030, best error:      2303.52856 on epoch:    30, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 24.6720333099s, input_fired_time: 0.0901718289, output_fired_time: 0.0921412259, propagate_forward_time: 8.9997835159, propagate_backward_time: 13.4038782120, weight_update_time: 0.1234893724, other_time: 2.0860576630
epoch time: 2.1968324184s, input_fired_time: 0.0114964005, output_fired_time: 0.0000000000, propagate_forward_time: 1.8153824806, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3699536324
validation[          , genome   942] predictions:    9305/  10000 (93.05%), best:    9305/10000 (93.05%), error:      2266.46338, best error:      2266.46338 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 24.1836757660s, input_fired_time: 0.0887869075, output_fired_time: 0.0911310837, propagate_forward_time: 8.7910127640, propagate_backward_time: 13.1462001801, weight_update_time: 0.1226226091, other_time: 2.0665445328
epoch time: 1.9300880432s, input_fired_time: 0.0113668488, output_fired_time: 0.0000000000, propagate_forward_time: 1.5884796381, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3302415609
validation[          , genome   942] predictions:    9276/  10000 (92.76%), best:    9305/10000 (93.05%), error:      2324.36255, best error:      2266.46338 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 23.9866237640s, input_fired_time: 0.0885696337, output_fired_time: 0.0911639333, propagate_forward_time: 8.7233638763, propagate_backward_time: 13.0162220001, weight_update_time: 0.1218911558, other_time: 2.0673046112
epoch time: 2.1454486847s, input_fired_time: 0.0111482777, output_fired_time: 0.0000000000, propagate_forward_time: 1.7532516718, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3810487986
validation[          , genome   942] predictions:    9295/  10000 (92.95%), best:    9305/10000 (93.05%), error:      2278.94873, best error:      2266.46338 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 23.8964729309s, input_fired_time: 0.0883737281, output_fired_time: 0.0894431993, propagate_forward_time: 8.7209720612, propagate_backward_time: 12.9515285492, weight_update_time: 0.1200021803, other_time: 2.0461559296
epoch time: 2.2299723625s, input_fired_time: 0.0115947565, output_fired_time: 0.0000000000, propagate_forward_time: 1.8453892469, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3729883432
validation[          , genome   942] predictions:    9295/  10000 (92.95%), best:    9305/10000 (93.05%), error:      2351.02100, best error:      2266.46338 on epoch:    36, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 24.2585010529s, input_fired_time: 0.0891929045, output_fired_time: 0.0913829952, propagate_forward_time: 8.8269634247, propagate_backward_time: 13.1753005981, weight_update_time: 0.1205844879, other_time: 2.0756607056
epoch time: 2.0804390907s, input_fired_time: 0.0107845701, output_fired_time: 0.0000000000, propagate_forward_time: 1.7030009031, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3666535616
validation[          , genome   942] predictions:    9300/  10000 (93.00%), best:    9305/10000 (93.05%), error:      2291.78833, best error:      2266.46338 on epoch:    36, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 23.8366012573s, input_fired_time: 0.0883964002, output_fired_time: 0.0884937420, propagate_forward_time: 8.6885614395, propagate_backward_time: 12.9165134430, weight_update_time: 0.1195370033, other_time: 2.0546369553
epoch time: 2.2153949738s, input_fired_time: 0.0119179944, output_fired_time: 0.0000000000, propagate_forward_time: 1.8328002691, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3706766367
validation[          , genome   942] predictions:    9298/  10000 (92.98%), best:    9305/10000 (93.05%), error:      2288.55737, best error:      2266.46338 on epoch:    36, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 24.2972755432s, input_fired_time: 0.0894608870, output_fired_time: 0.0917704403, propagate_forward_time: 8.8764572144, propagate_backward_time: 13.1856184006, weight_update_time: 0.1218590736, other_time: 2.0539693832
epoch time: 2.2019860744s, input_fired_time: 0.0118396040, output_fired_time: 0.0000000000, propagate_forward_time: 1.8185303211, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3716161251
validation[          , genome   942] predictions:    9254/  10000 (92.54%), best:    9305/10000 (93.05%), error:      2424.45313, best error:      2266.46338 on epoch:    36, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 24.2734260559s, input_fired_time: 0.0895218030, output_fired_time: 0.0915655568, propagate_forward_time: 8.8275203705, propagate_backward_time: 13.1762084961, weight_update_time: 0.1229132339, other_time: 2.0886096954
epoch time: 2.1694533825s, input_fired_time: 0.0118979551, output_fired_time: 0.0000000000, propagate_forward_time: 1.7824602127, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3750951290
validation[          , genome   942] predictions:    9332/  10000 (93.32%), best:    9332/10000 (93.32%), error:      2233.34888, best error:      2233.34888 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 23.8892097473s, input_fired_time: 0.0886412337, output_fired_time: 0.0889705420, propagate_forward_time: 8.6810512543, propagate_backward_time: 12.9722414017, weight_update_time: 0.1204553694, other_time: 2.0583047867
epoch time: 2.1682024002s, input_fired_time: 0.0111919055, output_fired_time: 0.0000000000, propagate_forward_time: 1.7920318842, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3649786711
validation[          , genome   942] predictions:    9305/  10000 (93.05%), best:    9332/10000 (93.32%), error:      2277.10132, best error:      2233.34888 on epoch:    43, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 24.3121891022s, input_fired_time: 0.0877420679, output_fired_time: 0.0914903581, propagate_forward_time: 8.8691978455, propagate_backward_time: 13.1813440323, weight_update_time: 0.1221876368, other_time: 2.0824155807
epoch time: 2.2068576813s, input_fired_time: 0.0113695180, output_fired_time: 0.0000000000, propagate_forward_time: 1.8259698153, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3695183992
validation[          , genome   942] predictions:    9315/  10000 (93.15%), best:    9332/10000 (93.32%), error:      2270.45483, best error:      2233.34888 on epoch:    43, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 24.2980709076s, input_fired_time: 0.0895324647, output_fired_time: 0.0910788998, propagate_forward_time: 8.8592414856, propagate_backward_time: 13.2095413208, weight_update_time: 0.1209514439, other_time: 2.0486755371
epoch time: 2.2344086170s, input_fired_time: 0.0117937680, output_fired_time: 0.0000000000, propagate_forward_time: 1.8507834673, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3718312979
validation[          , genome   942] predictions:    9321/  10000 (93.21%), best:    9332/10000 (93.32%), error:      2254.02710, best error:      2233.34888 on epoch:    43, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 24.8096637726s, input_fired_time: 0.0909157172, output_fired_time: 0.0931519419, propagate_forward_time: 9.0518655777, propagate_backward_time: 13.4816932678, weight_update_time: 0.1244082451, other_time: 2.0920381546
epoch time: 2.1747176647s, input_fired_time: 0.0112332962, output_fired_time: 0.0000000000, propagate_forward_time: 1.7962844372, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3671998978
validation[          , genome   942] predictions:    9247/  10000 (92.47%), best:    9332/10000 (93.32%), error:      2337.37280, best error:      2233.34888 on epoch:    43, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 24.3708724976s, input_fired_time: 0.0901495218, output_fired_time: 0.0914693326, propagate_forward_time: 8.8817844391, propagate_backward_time: 13.2322673798, weight_update_time: 0.1245069653, other_time: 2.0752029419
epoch time: 2.2028143406s, input_fired_time: 0.0117243165, output_fired_time: 0.0000000000, propagate_forward_time: 1.8189133406, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3721767664
validation[          , genome   942] predictions:    9320/  10000 (93.20%), best:    9332/10000 (93.32%), error:      2274.00024, best error:      2233.34888 on epoch:    43, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 24.3129463196s, input_fired_time: 0.0909971297, output_fired_time: 0.0921167955, propagate_forward_time: 8.8611526489, propagate_backward_time: 13.1996526718, weight_update_time: 0.1233228818, other_time: 2.0690259933
epoch time: 2.1825158596s, input_fired_time: 0.0121250199, output_fired_time: 0.0000000000, propagate_forward_time: 1.7988092899, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3715815544
validation[          , genome   942] predictions:    9299/  10000 (92.99%), best:    9332/10000 (93.32%), error:      2263.84399, best error:      2233.34888 on epoch:    43, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 24.5966548920s, input_fired_time: 0.0905578285, output_fired_time: 0.0913430601, propagate_forward_time: 8.9782857895, propagate_backward_time: 13.3482065201, weight_update_time: 0.1243246049, other_time: 2.0882625580
epoch time: 2.1234450340s, input_fired_time: 0.0114038205, output_fired_time: 0.0000000000, propagate_forward_time: 1.7526514530, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3593897820
validation[          , genome   942] predictions:    9304/  10000 (93.04%), best:    9332/10000 (93.32%), error:      2248.66235, best error:      2233.34888 on epoch:    43, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 24.2121887207s, input_fired_time: 0.0902163312, output_fired_time: 0.0903662965, propagate_forward_time: 8.8468885422, propagate_backward_time: 13.1335439682, weight_update_time: 0.1217474118, other_time: 2.0511741638
epoch time: 2.1402413845s, input_fired_time: 0.0111144325, output_fired_time: 0.0000000000, propagate_forward_time: 1.7625119686, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3666150570
validation[          , genome   942] predictions:    9333/  10000 (93.33%), best:    9333/10000 (93.33%), error:      2211.28833, best error:      2211.28833 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 24.5599594116s, input_fired_time: 0.0898793042, output_fired_time: 0.0917993858, propagate_forward_time: 8.9448003769, propagate_backward_time: 13.3497400284, weight_update_time: 0.1245212629, other_time: 2.0837402344
epoch time: 2.0527665615s, input_fired_time: 0.0108339600, output_fired_time: 0.0000000000, propagate_forward_time: 1.6854479313, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3564846516
validation[          , genome   942] predictions:    9322/  10000 (93.22%), best:    9322/10000 (93.22%), error:      2196.69775, best error:      2196.69775 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 24.2125740051s, input_fired_time: 0.0891897157, output_fired_time: 0.0906810313, propagate_forward_time: 8.7831897736, propagate_backward_time: 13.1687860489, weight_update_time: 0.1232458651, other_time: 2.0807275772
epoch time: 2.1087777615s, input_fired_time: 0.0113686249, output_fired_time: 0.0000000000, propagate_forward_time: 1.7361752987, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3612339497
validation[          , genome   942] predictions:    9306/  10000 (93.06%), best:    9322/10000 (93.22%), error:      2205.64453, best error:      2196.69775 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 24.5214862823s, input_fired_time: 0.0906610712, output_fired_time: 0.0927431211, propagate_forward_time: 8.9487094879, propagate_backward_time: 13.3252754211, weight_update_time: 0.1228768826, other_time: 2.0640964508
epoch time: 2.2456912994s, input_fired_time: 0.0114888567, output_fired_time: 0.0000000000, propagate_forward_time: 1.8613144159, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3728879690
validation[          , genome   942] predictions:    9299/  10000 (92.99%), best:    9322/10000 (93.22%), error:      2252.07178, best error:      2196.69775 on epoch:    52, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 24.1617450714s, input_fired_time: 0.0882107690, output_fired_time: 0.0915228575, propagate_forward_time: 8.7902946472, propagate_backward_time: 13.1128559113, weight_update_time: 0.1234831437, other_time: 2.0788612366
epoch time: 2.1467971802s, input_fired_time: 0.0116090337, output_fired_time: 0.0000000000, propagate_forward_time: 1.7675278187, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3676602840
validation[          , genome   942] predictions:    9279/  10000 (92.79%), best:    9322/10000 (93.22%), error:      2298.81104, best error:      2196.69775 on epoch:    52, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 24.3499565125s, input_fired_time: 0.0906792432, output_fired_time: 0.0913905427, propagate_forward_time: 8.8736925125, propagate_backward_time: 13.2192344666, weight_update_time: 0.1218801364, other_time: 2.0749597549
epoch time: 2.2019746304s, input_fired_time: 0.0119456071, output_fired_time: 0.0000000000, propagate_forward_time: 1.8223319054, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3676970005
validation[          , genome   942] predictions:    9308/  10000 (93.08%), best:    9322/10000 (93.22%), error:      2235.38745, best error:      2196.69775 on epoch:    52, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 24.4071769714s, input_fired_time: 0.0907215998, output_fired_time: 0.0910006687, propagate_forward_time: 8.8932867050, propagate_backward_time: 13.2594099045, weight_update_time: 0.1223371550, other_time: 2.0727577209
epoch time: 2.1468155384s, input_fired_time: 0.0113045136, output_fired_time: 0.0000000000, propagate_forward_time: 1.7708934546, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3646174669
validation[          , genome   942] predictions:    9322/  10000 (93.22%), best:    9322/10000 (93.22%), error:      2232.56616, best error:      2196.69775 on epoch:    52, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 24.5582256317s, input_fired_time: 0.0910257101, output_fired_time: 0.0940835923, propagate_forward_time: 8.9358034134, propagate_backward_time: 13.3501262665, weight_update_time: 0.1239292026, other_time: 2.0871858597
epoch time: 2.0526697636s, input_fired_time: 0.0110026887, output_fired_time: 0.0000000000, propagate_forward_time: 1.6815670729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3600999117
validation[          , genome   942] predictions:    9307/  10000 (93.07%), best:    9322/10000 (93.22%), error:      2242.08203, best error:      2196.69775 on epoch:    52, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 24.0130958557s, input_fired_time: 0.0898641571, output_fired_time: 0.0901288837, propagate_forward_time: 8.7607774734, propagate_backward_time: 12.9989986420, weight_update_time: 0.1217847094, other_time: 2.0733270645
epoch time: 2.1244759560s, input_fired_time: 0.0112128044, output_fired_time: 0.0000000000, propagate_forward_time: 1.7509815693, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3622815609
validation[          , genome   942] predictions:    9273/  10000 (92.73%), best:    9322/10000 (93.22%), error:      2308.25122, best error:      2196.69775 on epoch:    52, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 24.5805988312s, input_fired_time: 0.0903435871, output_fired_time: 0.0917459801, propagate_forward_time: 8.9542007446, propagate_backward_time: 13.3566875458, weight_update_time: 0.1236932129, other_time: 2.0876216888
epoch time: 2.1459844112s, input_fired_time: 0.0110445675, output_fired_time: 0.0000000000, propagate_forward_time: 1.7687870264, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3661528826
validation[          , genome   942] predictions:    9298/  10000 (92.98%), best:    9322/10000 (93.22%), error:      2250.64429, best error:      2196.69775 on epoch:    52, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 24.3255710602s, input_fired_time: 0.0901455656, output_fired_time: 0.0912630036, propagate_forward_time: 8.8531475067, propagate_backward_time: 13.2101268768, weight_update_time: 0.1238272935, other_time: 2.0808887482
epoch time: 2.1732947826s, input_fired_time: 0.0114936996, output_fired_time: 0.0000000000, propagate_forward_time: 1.7921708822, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3696302176
validation[          , genome   942] predictions:    9286/  10000 (92.86%), best:    9322/10000 (93.22%), error:      2255.89746, best error:      2196.69775 on epoch:    52, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 24.0870571136s, input_fired_time: 0.0893518776, output_fired_time: 0.0906966627, propagate_forward_time: 8.7767343521, propagate_backward_time: 13.0626621246, weight_update_time: 0.1211240962, other_time: 2.0676126480
epoch time: 2.1340939999s, input_fired_time: 0.0110285068, output_fired_time: 0.0000000000, propagate_forward_time: 1.7568318844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3662335873
validation[          , genome   942] predictions:    9342/  10000 (93.42%), best:    9342/10000 (93.42%), error:      2183.97510, best error:      2183.97510 on epoch:    62, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 24.0783576965s, input_fired_time: 0.0892979279, output_fired_time: 0.0896316618, propagate_forward_time: 8.7726669312, propagate_backward_time: 13.0852994919, weight_update_time: 0.1220100224, other_time: 2.0414609909
epoch time: 2.1995341778s, input_fired_time: 0.0117074186, output_fired_time: 0.0000000000, propagate_forward_time: 1.8180992603, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3697276115
validation[          , genome   942] predictions:    9334/  10000 (93.34%), best:    9334/10000 (93.34%), error:      2166.29150, best error:      2166.29150 on epoch:    63, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 24.4618186951s, input_fired_time: 0.0904971734, output_fired_time: 0.0911369324, propagate_forward_time: 8.8912286758, propagate_backward_time: 13.3053703308, weight_update_time: 0.1227463186, other_time: 2.0835847855
epoch time: 2.1613867283s, input_fired_time: 0.0116094770, output_fired_time: 0.0000000000, propagate_forward_time: 1.7826712132, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3671059608
validation[          , genome   942] predictions:    9266/  10000 (92.66%), best:    9334/10000 (93.34%), error:      2431.98755, best error:      2166.29150 on epoch:    63, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 23.9863948822s, input_fired_time: 0.0895044953, output_fired_time: 0.0902923569, propagate_forward_time: 8.7354660034, propagate_backward_time: 13.0071163177, weight_update_time: 0.1199999675, other_time: 2.0640163422
epoch time: 2.1032547951s, input_fired_time: 0.0112702381, output_fired_time: 0.0000000000, propagate_forward_time: 1.7315545082, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3604300022
validation[          , genome   942] predictions:    9340/  10000 (93.40%), best:    9340/10000 (93.40%), error:      2134.25879, best error:      2134.25879 on epoch:    65, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 24.2913188934s, input_fired_time: 0.0903214142, output_fired_time: 0.0902821273, propagate_forward_time: 8.8377590179, propagate_backward_time: 13.2059230804, weight_update_time: 0.1234435365, other_time: 2.0670337677
epoch time: 2.0899326801s, input_fired_time: 0.0111829918, output_fired_time: 0.0000000000, propagate_forward_time: 1.7205572128, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3581924438
validation[          , genome   942] predictions:    9298/  10000 (92.98%), best:    9340/10000 (93.40%), error:      2321.47974, best error:      2134.25879 on epoch:    65, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 24.2548294067s, input_fired_time: 0.0910537615, output_fired_time: 0.0910708979, propagate_forward_time: 8.8398227692, propagate_backward_time: 13.1567983627, weight_update_time: 0.1233732328, other_time: 2.0760850906
epoch time: 2.1941847801s, input_fired_time: 0.0116540305, output_fired_time: 0.0000000000, propagate_forward_time: 1.8128567934, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3696738482
validation[          , genome   942] predictions:    9340/  10000 (93.40%), best:    9340/10000 (93.40%), error:      2193.51294, best error:      2134.25879 on epoch:    65, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 23.8552207947s, input_fired_time: 0.0895667598, output_fired_time: 0.0891120508, propagate_forward_time: 8.6895399094, propagate_backward_time: 12.9462642670, weight_update_time: 0.1216948405, other_time: 2.0407381058
epoch time: 2.1163368225s, input_fired_time: 0.0110997194, output_fired_time: 0.0000000000, propagate_forward_time: 1.7497986555, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3554383516
validation[          , genome   942] predictions:    9308/  10000 (93.08%), best:    9340/10000 (93.40%), error:      2247.90527, best error:      2134.25879 on epoch:    65, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 23.9028263092s, input_fired_time: 0.0882829130, output_fired_time: 0.0891080499, propagate_forward_time: 8.7150821686, propagate_backward_time: 12.9645032883, weight_update_time: 0.1196264550, other_time: 2.0458498001
epoch time: 2.1815454960s, input_fired_time: 0.0114478730, output_fired_time: 0.0000000000, propagate_forward_time: 1.8032143116, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3668832779
validation[          , genome   942] predictions:    9313/  10000 (93.13%), best:    9340/10000 (93.40%), error:      2259.31982, best error:      2134.25879 on epoch:    65, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 24.3231468201s, input_fired_time: 0.0926451758, output_fired_time: 0.0910411626, propagate_forward_time: 8.8557119370, propagate_backward_time: 13.2065868378, weight_update_time: 0.1228745356, other_time: 2.0771608353
epoch time: 2.1831450462s, input_fired_time: 0.0117350016, output_fired_time: 0.0000000000, propagate_forward_time: 1.7948341370, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3765759468
validation[          , genome   942] predictions:    9325/  10000 (93.25%), best:    9340/10000 (93.40%), error:      2170.61353, best error:      2134.25879 on epoch:    65, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 24.2992992401s, input_fired_time: 0.0906757638, output_fired_time: 0.0916056857, propagate_forward_time: 8.8626241684, propagate_backward_time: 13.1782464981, weight_update_time: 0.1221284494, other_time: 2.0761470795
epoch time: 2.1394512653s, input_fired_time: 0.0111295907, output_fired_time: 0.0000000000, propagate_forward_time: 1.7469134331, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3814082146
validation[          , genome   942] predictions:    9325/  10000 (93.25%), best:    9340/10000 (93.40%), error:      2182.67554, best error:      2134.25879 on epoch:    65, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 24.3769779205s, input_fired_time: 0.0905083194, output_fired_time: 0.0906364843, propagate_forward_time: 8.8940811157, propagate_backward_time: 13.2255678177, weight_update_time: 0.1241198182, other_time: 2.0761842728
epoch time: 2.2285914421s, input_fired_time: 0.0124864774, output_fired_time: 0.0000000000, propagate_forward_time: 1.8395850658, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3765199184
validation[          , genome   942] predictions:    9337/  10000 (93.37%), best:    9337/10000 (93.37%), error:      2132.07813, best error:      2132.07813 on epoch:    72, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 24.4529094696s, input_fired_time: 0.0898566544, output_fired_time: 0.0927703530, propagate_forward_time: 8.9137086868, propagate_backward_time: 13.2694959641, weight_update_time: 0.1238703579, other_time: 2.0870780945
epoch time: 2.0801074505s, input_fired_time: 0.0113686500, output_fired_time: 0.0000000000, propagate_forward_time: 1.7122707367, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3564679623
validation[          , genome   942] predictions:    9324/  10000 (93.24%), best:    9337/10000 (93.37%), error:      2175.09814, best error:      2132.07813 on epoch:    72, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 23.8960437775s, input_fired_time: 0.0910982192, output_fired_time: 0.0920971185, propagate_forward_time: 8.7083549500, propagate_backward_time: 12.9541788101, weight_update_time: 0.1225935891, other_time: 2.0503149033
epoch time: 2.1582379341s, input_fired_time: 0.0116032334, output_fired_time: 0.0000000000, propagate_forward_time: 1.7826071978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3640276194
validation[          , genome   942] predictions:    9346/  10000 (93.46%), best:    9337/10000 (93.37%), error:      2135.10229, best error:      2132.07813 on epoch:    72, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 23.4165821075s, input_fired_time: 0.0889328495, output_fired_time: 0.0880248696, propagate_forward_time: 8.5230283737, propagate_backward_time: 12.6970014572, weight_update_time: 0.1191033721, other_time: 2.0195960999
epoch time: 2.1330630779s, input_fired_time: 0.0110347467, output_fired_time: 0.0000000000, propagate_forward_time: 1.7589470148, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3630813360
validation[          , genome   942] predictions:    9284/  10000 (92.84%), best:    9337/10000 (93.37%), error:      2282.11011, best error:      2132.07813 on epoch:    72, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 23.9494647980s, input_fired_time: 0.0887650177, output_fired_time: 0.0893726349, propagate_forward_time: 8.7251501083, propagate_backward_time: 12.9984102249, weight_update_time: 0.1217290908, other_time: 2.0477676392
epoch time: 2.1077854633s, input_fired_time: 0.0112462211, output_fired_time: 0.0000000000, propagate_forward_time: 1.7371671200, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3593721390
validation[          , genome   942] predictions:    9283/  10000 (92.83%), best:    9337/10000 (93.37%), error:      2236.27563, best error:      2132.07813 on epoch:    72, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 24.3642711639s, input_fired_time: 0.0907567665, output_fired_time: 0.0914222524, propagate_forward_time: 8.8817319870, propagate_backward_time: 13.2350597382, weight_update_time: 0.1236571744, other_time: 2.0652990341
epoch time: 2.1879491806s, input_fired_time: 0.0116758225, output_fired_time: 0.0000000000, propagate_forward_time: 1.8081985712, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3680747747
validation[          , genome   942] predictions:    9336/  10000 (93.36%), best:    9337/10000 (93.37%), error:      2217.21265, best error:      2132.07813 on epoch:    72, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 24.3737468719s, input_fired_time: 0.0915198550, output_fired_time: 0.0900920331, propagate_forward_time: 8.9137506485, propagate_backward_time: 13.2153720856, weight_update_time: 0.1228701398, other_time: 2.0630121231
epoch time: 2.2042913437s, input_fired_time: 0.0120546445, output_fired_time: 0.0000000000, propagate_forward_time: 1.8205484152, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3716882467
validation[          , genome   942] predictions:    9315/  10000 (93.15%), best:    9337/10000 (93.37%), error:      2213.32227, best error:      2132.07813 on epoch:    72, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 24.0854339600s, input_fired_time: 0.0896638781, output_fired_time: 0.0901850611, propagate_forward_time: 8.7573366165, propagate_backward_time: 13.0728359222, weight_update_time: 0.1214111075, other_time: 2.0754117966
epoch time: 2.0517685413s, input_fired_time: 0.0113828760, output_fired_time: 0.0000000000, propagate_forward_time: 1.6870567799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3533289433
validation[          , genome   942] predictions:    9312/  10000 (93.12%), best:    9337/10000 (93.37%), error:      2224.46289, best error:      2132.07813 on epoch:    72, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 23.8909931183s, input_fired_time: 0.0891706347, output_fired_time: 0.0896000341, propagate_forward_time: 8.6747760773, propagate_backward_time: 12.9832181931, weight_update_time: 0.1204594150, other_time: 2.0542287827
epoch time: 2.1255214214s, input_fired_time: 0.0112110181, output_fired_time: 0.0000000000, propagate_forward_time: 1.7499264479, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3643840551
validation[          , genome   942] predictions:    9322/  10000 (93.22%), best:    9337/10000 (93.37%), error:      2182.74072, best error:      2132.07813 on epoch:    72, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 24.3397617340s, input_fired_time: 0.0912552476, output_fired_time: 0.0922227874, propagate_forward_time: 8.8689384460, propagate_backward_time: 13.2177810669, weight_update_time: 0.1220919341, other_time: 2.0695648193
epoch time: 2.1774394512s, input_fired_time: 0.0114906076, output_fired_time: 0.0000000000, propagate_forward_time: 1.7977839708, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3681648970
validation[          , genome   942] predictions:    9344/  10000 (93.44%), best:    9337/10000 (93.37%), error:      2138.73145, best error:      2132.07813 on epoch:    72, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 24.5065975189s, input_fired_time: 0.0905479789, output_fired_time: 0.0925595686, propagate_forward_time: 8.9289379120, propagate_backward_time: 13.3226633072, weight_update_time: 0.1246984378, other_time: 2.0718889236
epoch time: 2.1928384304s, input_fired_time: 0.0114545738, output_fired_time: 0.0000000000, propagate_forward_time: 1.8110375404, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3703463078
validation[          , genome   942] predictions:    9320/  10000 (93.20%), best:    9337/10000 (93.37%), error:      2215.31152, best error:      2132.07813 on epoch:    72, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 24.2843475342s, input_fired_time: 0.0900115892, output_fired_time: 0.0906801596, propagate_forward_time: 8.8044672012, propagate_backward_time: 13.2136859894, weight_update_time: 0.1223331764, other_time: 2.0855016708
epoch time: 2.1672410965s, input_fired_time: 0.0118935034, output_fired_time: 0.0000000000, propagate_forward_time: 1.7872756720, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3680719137
validation[          , genome   942] predictions:    9349/  10000 (93.49%), best:    9337/10000 (93.37%), error:      2163.20142, best error:      2132.07813 on epoch:    72, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 24.4803047180s, input_fired_time: 0.0917953178, output_fired_time: 0.0915989876, propagate_forward_time: 8.8898220062, propagate_backward_time: 13.3240165710, weight_update_time: 0.1222535744, other_time: 2.0830726624
epoch time: 2.1463401318s, input_fired_time: 0.0114701567, output_fired_time: 0.0000000000, propagate_forward_time: 1.7636296749, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3712403774
validation[          , genome   942] predictions:    9310/  10000 (93.10%), best:    9337/10000 (93.37%), error:      2218.98389, best error:      2132.07813 on epoch:    72, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 24.2110576630s, input_fired_time: 0.0900168642, output_fired_time: 0.0916452706, propagate_forward_time: 8.7962741852, propagate_backward_time: 13.1651659012, weight_update_time: 0.1225914285, other_time: 2.0679540634
epoch time: 2.2222025394s, input_fired_time: 0.0118129011, output_fired_time: 0.0000000000, propagate_forward_time: 1.8298397064, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3805499077
validation[          , genome   942] predictions:    9285/  10000 (92.85%), best:    9337/10000 (93.37%), error:      2430.75659, best error:      2132.07813 on epoch:    72, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 24.3486766815s, input_fired_time: 0.0934880897, output_fired_time: 0.0924882144, propagate_forward_time: 8.8282842636, propagate_backward_time: 13.2391796112, weight_update_time: 0.1232533455, other_time: 2.0952367783
epoch time: 2.1103816032s, input_fired_time: 0.0119767552, output_fired_time: 0.0000000000, propagate_forward_time: 1.7396354675, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3587694168
validation[          , genome   942] predictions:    9342/  10000 (93.42%), best:    9342/10000 (93.42%), error:      2121.43994, best error:      2121.43994 on epoch:    86, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 24.3730545044s, input_fired_time: 0.0908756256, output_fired_time: 0.0903863609, propagate_forward_time: 8.8916168213, propagate_backward_time: 13.2163743973, weight_update_time: 0.1224543750, other_time: 2.0838022232
epoch time: 2.2008149624s, input_fired_time: 0.0115596317, output_fired_time: 0.0000000000, propagate_forward_time: 1.8145885468, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3746666908
validation[          , genome   942] predictions:    9364/  10000 (93.64%), best:    9364/10000 (93.64%), error:      2120.68481, best error:      2120.68481 on epoch:    87, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 24.2052745819s, input_fired_time: 0.0899118632, output_fired_time: 0.0906297341, propagate_forward_time: 8.8056221008, propagate_backward_time: 13.1484708786, weight_update_time: 0.1234149411, other_time: 2.0706396103
epoch time: 2.0886857510s, input_fired_time: 0.0109635163, output_fired_time: 0.0000000000, propagate_forward_time: 1.7223430872, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3553792238
validation[          , genome   942] predictions:    9302/  10000 (93.02%), best:    9364/10000 (93.64%), error:      2238.27856, best error:      2120.68481 on epoch:    87, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 24.3495101929s, input_fired_time: 0.0916716978, output_fired_time: 0.0916888639, propagate_forward_time: 8.8861255646, propagate_backward_time: 13.1983985901, weight_update_time: 0.1234617457, other_time: 2.0816268921
epoch time: 2.2209153175s, input_fired_time: 0.0115756262, output_fired_time: 0.0000000000, propagate_forward_time: 1.8383524418, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3709871769
validation[          , genome   942] predictions:    9347/  10000 (93.47%), best:    9364/10000 (93.64%), error:      2150.42798, best error:      2120.68481 on epoch:    87, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 24.5243110657s, input_fired_time: 0.0913854018, output_fired_time: 0.0913229734, propagate_forward_time: 8.9354419708, propagate_backward_time: 13.3351306915, weight_update_time: 0.1225687265, other_time: 2.0710296631
epoch time: 2.1471555233s, input_fired_time: 0.0114331432, output_fired_time: 0.0000000000, propagate_forward_time: 1.7590306997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3766916990
validation[          , genome   942] predictions:    9322/  10000 (93.22%), best:    9364/10000 (93.64%), error:      2216.01123, best error:      2120.68481 on epoch:    87, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 24.3688907623s, input_fired_time: 0.0893735960, output_fired_time: 0.0917388052, propagate_forward_time: 8.8944797516, propagate_backward_time: 13.2353649139, weight_update_time: 0.1224383116, other_time: 2.0579319000
epoch time: 2.1539487839s, input_fired_time: 0.0112355249, output_fired_time: 0.0000000000, propagate_forward_time: 1.7766488791, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3660644293
validation[          , genome   942] predictions:    9329/  10000 (93.29%), best:    9364/10000 (93.64%), error:      2145.39771, best error:      2120.68481 on epoch:    87, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 24.1903305054s, input_fired_time: 0.0903756842, output_fired_time: 0.0910390317, propagate_forward_time: 8.8245487213, propagate_backward_time: 13.1097011566, weight_update_time: 0.1220844239, other_time: 2.0746650696
epoch time: 2.1024353504s, input_fired_time: 0.0112470957, output_fired_time: 0.0000000000, propagate_forward_time: 1.7294690609, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3617191315
validation[          , genome   942] predictions:    9322/  10000 (93.22%), best:    9364/10000 (93.64%), error:      2165.78369, best error:      2120.68481 on epoch:    87, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 24.0657615662s, input_fired_time: 0.0898557901, output_fired_time: 0.0897920206, propagate_forward_time: 8.7702980042, propagate_backward_time: 13.0597352982, weight_update_time: 0.1220848262, other_time: 2.0560808182
epoch time: 2.0930583477s, input_fired_time: 0.0111010773, output_fired_time: 0.0000000000, propagate_forward_time: 1.7247654200, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3571919203
validation[          , genome   942] predictions:    9335/  10000 (93.35%), best:    9364/10000 (93.64%), error:      2248.50073, best error:      2120.68481 on epoch:    87, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 24.3496093750s, input_fired_time: 0.0899812654, output_fired_time: 0.0909445137, propagate_forward_time: 8.8757371902, propagate_backward_time: 13.2246847153, weight_update_time: 0.1227525994, other_time: 2.0682621002
epoch time: 2.1685283184s, input_fired_time: 0.0120724617, output_fired_time: 0.0000000000, propagate_forward_time: 1.7887184620, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3677372932
validation[          , genome   942] predictions:    9297/  10000 (92.97%), best:    9364/10000 (93.64%), error:      2225.27368, best error:      2120.68481 on epoch:    87, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 24.2561511993s, input_fired_time: 0.0907647535, output_fired_time: 0.0919102058, propagate_forward_time: 8.8414764404, propagate_backward_time: 13.1748132706, weight_update_time: 0.1215193793, other_time: 2.0571870804
epoch time: 2.0955634117s, input_fired_time: 0.0114572225, output_fired_time: 0.0000000000, propagate_forward_time: 1.7249704599, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3591357470
validation[          , genome   942] predictions:    9334/  10000 (93.34%), best:    9364/10000 (93.64%), error:      2186.98877, best error:      2120.68481 on epoch:    87, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 24.3667869568s, input_fired_time: 0.0908288881, output_fired_time: 0.0914017633, propagate_forward_time: 8.8678922653, propagate_backward_time: 13.2479963303, weight_update_time: 0.1232245266, other_time: 2.0686683655
epoch time: 2.2030920982s, input_fired_time: 0.0118195815, output_fired_time: 0.0000000000, propagate_forward_time: 1.8223103285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3689621687
validation[          , genome   942] predictions:    9352/  10000 (93.52%), best:    9364/10000 (93.64%), error:      2159.37915, best error:      2120.68481 on epoch:    87, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 24.4234313965s, input_fired_time: 0.0914842859, output_fired_time: 0.0907219574, propagate_forward_time: 8.9222068787, propagate_backward_time: 13.2411928177, weight_update_time: 0.1227499098, other_time: 2.0778264999
epoch time: 2.1721298695s, input_fired_time: 0.0117447888, output_fired_time: 0.0000000000, propagate_forward_time: 1.7899154425, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3704696894
validation[          , genome   942] predictions:    9297/  10000 (92.97%), best:    9364/10000 (93.64%), error:      2247.46802, best error:      2120.68481 on epoch:    87, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 24.1692695618s, input_fired_time: 0.0907576755, output_fired_time: 0.0919653177, propagate_forward_time: 8.8161096573, propagate_backward_time: 13.0915822983, weight_update_time: 0.1204679087, other_time: 2.0788555145
epoch time: 2.1029987335s, input_fired_time: 0.0114042545, output_fired_time: 0.0000000000, propagate_forward_time: 1.7316650152, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3599294424
validation[          , genome   942] predictions:    9320/  10000 (93.20%), best:    9364/10000 (93.64%), error:      2191.50000, best error:      2120.68481 on epoch:    87, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 23.7804813385s, input_fired_time: 0.0897787139, output_fired_time: 0.0892709568, propagate_forward_time: 8.6425828934, propagate_backward_time: 12.9139852524, weight_update_time: 0.1204772741, other_time: 2.0448627472
epoch time: 2.1198828220s, input_fired_time: 0.0112350909, output_fired_time: 0.0000000000, propagate_forward_time: 1.7492154837, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3594323397
validation[          , genome   942] predictions:    9354/  10000 (93.54%), best:    9354/10000 (93.54%), error:      2110.73682, best error:      2110.73682 on epoch:    99, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 24.5445003510s, input_fired_time: 0.0920059532, output_fired_time: 0.0920418650, propagate_forward_time: 8.9615955353, propagate_backward_time: 13.3231153488, weight_update_time: 0.1228416786, other_time: 2.0757417679
epoch time: 2.1157469749s, input_fired_time: 0.0119162137, output_fired_time: 0.0000000000, propagate_forward_time: 1.7280044556, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3758263588
validation[          , genome   942] predictions:    9299/  10000 (92.99%), best:    9354/10000 (93.54%), error:      2272.79346, best error:      2110.73682 on epoch:    99, 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: 10.7635831833s, input_fired_time: 0.0582200699, output_fired_time: 0.0000000000, propagate_forward_time: 8.8173360825, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8880271912
best training[          , genome   942] predictions:   47633/  50000 (95.27%), best:    9354/10000 (93.54%), error:      8234.34473, best error:      2110.73682 on epoch:    99, 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: 2.0851135254s, input_fired_time: 0.0112608941, output_fired_time: 0.0000000000, propagate_forward_time: 1.6719784737, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4018740654
   testing[          , genome   942] predictions:    9410/  10000 (94.10%), best:    9354/10000 (93.54%), error:      1972.84985, best error:      2110.73682 on epoch:    99, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
06:11:15 (3324): called boinc_finish(0)

</stderr_txt>
]]>