Nameexact_genome_1512568488_44_6917_1
Workunit2605885
Created7 Dec 2017, 22:45:13 UTC
Sent7 Dec 2017, 22:51:23 UTC
Report deadline13 Dec 2017, 19:08:28 UTC
Received8 Dec 2017, 8:51:41 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57599
Run time2 hours 27 min 39 sec
CPU time2 hours 16 min 41 sec
Validate stateValid
Credit1,461.30
Device peak FLOPS2.93 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size152.89 MB
Peak swap size154.00 MB
Peak disk usage1.36 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
: 67.7553100586, weight_update_time: 0.1265065819, other_time: 3.1487655640
epoch time: 12.8456373215s, input_fired_time: 0.0666183978, output_fired_time: 0.0000000000, propagate_forward_time: 12.3680753708, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4109439850
validation[          , genome  6917] predictions:    9693/  10000 (96.93%), best:    9693/10000 (96.93%), error:      1030.52954, best error:      1030.52954 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 136.6134643555s, input_fired_time: 2.6759710312, output_fired_time: 0.4697526395, propagate_forward_time: 57.4386177063, propagate_backward_time: 72.8793869019, weight_update_time: 0.1261601150, other_time: 3.1497421265
epoch time: 10.6515130997s, input_fired_time: 0.0662907735, output_fired_time: 0.0000000000, propagate_forward_time: 10.2064371109, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3787851334
validation[          , genome  6917] predictions:    9688/  10000 (96.88%), best:    9688/10000 (96.88%), error:      1002.72485, best error:      1002.72485 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 135.3114166260s, input_fired_time: 2.6682074070, output_fired_time: 1.4615445137, propagate_forward_time: 55.2862396240, propagate_backward_time: 72.7540283203, weight_update_time: 0.1265517324, other_time: 3.1413879395
epoch time: 12.7181110382s, input_fired_time: 0.0675193295, output_fired_time: 0.0000000000, propagate_forward_time: 12.2704362869, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3801555634
validation[          , genome  6917] predictions:    9648/  10000 (96.48%), best:    9688/10000 (96.88%), error:      1136.25659, best error:      1002.72485 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 131.7166137695s, input_fired_time: 0.6740436554, output_fired_time: 1.4600265026, propagate_forward_time: 54.4487915039, propagate_backward_time: 71.9654617310, weight_update_time: 0.1263719648, other_time: 3.1682968140
epoch time: 10.6904115677s, input_fired_time: 0.0681998804, output_fired_time: 0.0000000000, propagate_forward_time: 10.2406387329, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3815727234
validation[          , genome  6917] predictions:    9680/  10000 (96.80%), best:    9688/10000 (96.88%), error:      1033.06433, best error:      1002.72485 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 132.9745178223s, input_fired_time: 0.6721219420, output_fired_time: 0.4605448842, propagate_forward_time: 59.4899177551, propagate_backward_time: 69.1752624512, weight_update_time: 0.1263829023, other_time: 3.1766815186
epoch time: 12.6458091736s, input_fired_time: 0.0678649545, output_fired_time: 0.0000000000, propagate_forward_time: 12.1975994110, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3803443909
validation[          , genome  6917] predictions:    9647/  10000 (96.47%), best:    9688/10000 (96.88%), error:      1125.23987, best error:      1002.72485 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 133.5465850830s, input_fired_time: 0.6610070467, output_fired_time: 0.4647026658, propagate_forward_time: 57.3750915527, propagate_backward_time: 70.9059600830, weight_update_time: 0.1266180724, other_time: 4.1398162842
epoch time: 10.7243652344s, input_fired_time: 0.0681130961, output_fired_time: 0.0000000000, propagate_forward_time: 10.2662992477, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3899526596
validation[          , genome  6917] predictions:    9705/  10000 (97.05%), best:    9705/10000 (97.05%), error:       961.88678, best error:       961.88678 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 131.2501068115s, input_fired_time: 0.6743393540, output_fired_time: 0.4604924321, propagate_forward_time: 57.2610168457, propagate_backward_time: 67.7017669678, weight_update_time: 0.1263652593, other_time: 5.1524810791
epoch time: 12.6335039139s, input_fired_time: 0.0665879697, output_fired_time: 0.0000000000, propagate_forward_time: 12.1882495880, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3786659241
validation[          , genome  6917] predictions:    9688/  10000 (96.88%), best:    9705/10000 (97.05%), error:      1021.25281, best error:       961.88678 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 136.4486999512s, input_fired_time: 0.6703245044, output_fired_time: 0.4634791315, propagate_forward_time: 56.3987693787, propagate_backward_time: 75.7487564087, weight_update_time: 0.1300075352, other_time: 3.1673660278
epoch time: 12.8131837845s, input_fired_time: 0.0673036650, output_fired_time: 0.0000000000, propagate_forward_time: 12.3660049438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3798751831
validation[          , genome  6917] predictions:    9700/  10000 (97.00%), best:    9705/10000 (97.05%), error:       985.01843, best error:       961.88678 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 127.4619750977s, input_fired_time: 0.6679199934, output_fired_time: 0.4650868177, propagate_forward_time: 52.3614349365, propagate_backward_time: 69.8260040283, weight_update_time: 0.1262166202, other_time: 4.1415252686
epoch time: 10.6594247818s, input_fired_time: 0.0676048771, output_fired_time: 0.0000000000, propagate_forward_time: 8.2103290558, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3814907074
validation[          , genome  6917] predictions:    9675/  10000 (96.75%), best:    9705/10000 (97.05%), error:      1060.97437, best error:       961.88678 on epoch:    19, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 131.2930755615s, input_fired_time: 0.6630526185, output_fired_time: 0.4620052576, propagate_forward_time: 56.3421669006, propagate_backward_time: 67.6863098145, weight_update_time: 0.1272853613, other_time: 6.1395416260
epoch time: 11.6797494888s, input_fired_time: 0.0682010129, output_fired_time: 0.0000000000, propagate_forward_time: 11.2293052673, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3822431564
validation[          , genome  6917] predictions:    9696/  10000 (96.96%), best:    9705/10000 (97.05%), error:      1027.11316, best error:       961.88678 on epoch:    19, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 131.5359039307s, input_fired_time: 0.6633067131, output_fired_time: 0.4648757279, propagate_forward_time: 56.4213371277, propagate_backward_time: 71.8382034302, weight_update_time: 0.1262633204, other_time: 2.1481857300
epoch time: 10.8812360764s, input_fired_time: 0.0728791580, output_fired_time: 0.0000000000, propagate_forward_time: 10.4149026871, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3934545517
validation[          , genome  6917] predictions:    9659/  10000 (96.59%), best:    9705/10000 (97.05%), error:      1120.84436, best error:       961.88678 on epoch:    19, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 132.5963745117s, input_fired_time: 0.6674889326, output_fired_time: 1.4618991613, propagate_forward_time: 56.3794670105, propagate_backward_time: 70.9384307861, weight_update_time: 0.1269537807, other_time: 3.1490783691
epoch time: 10.6664724350s, input_fired_time: 0.0677833930, output_fired_time: 0.0000000000, propagate_forward_time: 10.2163467407, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3823423386
validation[          , genome  6917] predictions:    9695/  10000 (96.95%), best:    9705/10000 (97.05%), error:      1007.19116, best error:       961.88678 on epoch:    19, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 138.8809204102s, input_fired_time: 1.6706581116, output_fired_time: 1.4630510807, propagate_forward_time: 66.4834976196, propagate_backward_time: 67.0755462646, weight_update_time: 0.1299102008, other_time: 2.1881637573
epoch time: 10.6601886749s, input_fired_time: 0.0668933615, output_fired_time: 0.0000000000, propagate_forward_time: 10.2122240067, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3810710907
validation[          , genome  6917] predictions:    9703/  10000 (97.03%), best:    9705/10000 (97.05%), error:       991.08600, best error:       961.88678 on epoch:    19, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 131.5446624756s, input_fired_time: 2.6655282974, output_fired_time: 2.4635035992, propagate_forward_time: 54.4493255615, propagate_backward_time: 65.8259429932, weight_update_time: 0.1266138554, other_time: 6.1403656006
epoch time: 12.7827186584s, input_fired_time: 0.0684746206, output_fired_time: 0.0000000000, propagate_forward_time: 12.3345689774, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3796749115
validation[          , genome  6917] predictions:    9735/  10000 (97.35%), best:    9735/10000 (97.35%), error:       864.17743, best error:       864.17743 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 133.8915863037s, input_fired_time: 0.7020527720, output_fired_time: 1.4613827467, propagate_forward_time: 59.3956413269, propagate_backward_time: 67.1408996582, weight_update_time: 0.1264411807, other_time: 5.1916046143
epoch time: 12.8365249634s, input_fired_time: 0.0723913312, output_fired_time: 0.0000000000, propagate_forward_time: 10.3618087769, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4023246765
validation[          , genome  6917] predictions:    9711/  10000 (97.11%), best:    9735/10000 (97.35%), error:       948.10498, best error:       864.17743 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 133.9301452637s, input_fired_time: 1.6659353971, output_fired_time: 0.4732201993, propagate_forward_time: 56.5383911133, propagate_backward_time: 73.0899734497, weight_update_time: 0.1305043250, other_time: 2.1626205444
epoch time: 10.6954469681s, input_fired_time: 0.0676789060, output_fired_time: 0.0000000000, propagate_forward_time: 10.2407941818, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3869743347
validation[          , genome  6917] predictions:    9726/  10000 (97.26%), best:    9735/10000 (97.35%), error:       938.71240, best error:       864.17743 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 134.2086944580s, input_fired_time: 1.6707222462, output_fired_time: 0.4609692693, propagate_forward_time: 61.7000160217, propagate_backward_time: 67.2118148804, weight_update_time: 1.1263917685, other_time: 3.1651840210
epoch time: 14.8294019699s, input_fired_time: 0.0685911551, output_fired_time: 0.0000000000, propagate_forward_time: 13.3746252060, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3861856461
validation[          , genome  6917] predictions:    9676/  10000 (96.76%), best:    9735/10000 (97.35%), error:      1030.36768, best error:       864.17743 on epoch:    27, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 132.0271148682s, input_fired_time: 0.6770728827, output_fired_time: 0.4658236802, propagate_forward_time: 49.4634857178, propagate_backward_time: 79.2629470825, weight_update_time: 0.1268248558, other_time: 2.1577835083
epoch time: 15.0288295746s, input_fired_time: 0.0703796968, output_fired_time: 0.0000000000, propagate_forward_time: 14.5468711853, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4115791321
validation[          , genome  6917] predictions:    9713/  10000 (97.13%), best:    9735/10000 (97.35%), error:       936.62933, best error:       864.17743 on epoch:    27, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 132.3283386230s, input_fired_time: 0.6777776480, output_fired_time: 0.4622670412, propagate_forward_time: 54.2437477112, propagate_backward_time: 69.7813873291, weight_update_time: 0.1268539578, other_time: 7.1631622314
epoch time: 12.8754701614s, input_fired_time: 0.0682583079, output_fired_time: 0.0000000000, propagate_forward_time: 12.4212398529, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3859720230
validation[          , genome  6917] predictions:    9677/  10000 (96.77%), best:    9735/10000 (97.35%), error:      1053.41614, best error:       864.17743 on epoch:    27, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 135.9296569824s, input_fired_time: 1.6824061871, output_fired_time: 0.4673284590, propagate_forward_time: 60.4596405029, propagate_backward_time: 70.1001739502, weight_update_time: 0.1311334968, other_time: 3.2201080322
epoch time: 10.8507223129s, input_fired_time: 0.0737439021, output_fired_time: 0.0000000000, propagate_forward_time: 10.3760519028, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4009265900
validation[          , genome  6917] predictions:    9673/  10000 (96.73%), best:    9735/10000 (97.35%), error:      1067.98767, best error:       864.17743 on epoch:    27, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 135.1268920898s, input_fired_time: 1.7126700878, output_fired_time: 0.4857440591, propagate_forward_time: 54.0222663879, propagate_backward_time: 74.6343841553, weight_update_time: 0.1364853233, other_time: 4.2718200684
epoch time: 12.7499885559s, input_fired_time: 2.0718169212, output_fired_time: 0.0000000000, propagate_forward_time: 9.2840080261, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3941631317
validation[          , genome  6917] predictions:    9715/  10000 (97.15%), best:    9735/10000 (97.35%), error:       928.09387, best error:       864.17743 on epoch:    27, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 145.3548889160s, input_fired_time: 1.7167629004, output_fired_time: 1.4811593294, propagate_forward_time: 57.0487632751, propagate_backward_time: 80.8461151123, weight_update_time: 0.1389753073, other_time: 4.2620849609
epoch time: 11.7653188705s, input_fired_time: 1.0726945400, output_fired_time: 0.0000000000, propagate_forward_time: 10.2970724106, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3955516815
validation[          , genome  6917] predictions:    9717/  10000 (97.17%), best:    9735/10000 (97.35%), error:       935.00122, best error:       864.17743 on epoch:    27, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 135.8671112061s, input_fired_time: 5.7003440857, output_fired_time: 1.4765064716, propagate_forward_time: 60.0512580872, propagate_backward_time: 66.4070129395, weight_update_time: 0.1300137639, other_time: 2.2319946289
epoch time: 12.8239116669s, input_fired_time: 0.0728474557, output_fired_time: 0.0000000000, propagate_forward_time: 12.3544759750, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3965883255
validation[          , genome  6917] predictions:    9728/  10000 (97.28%), best:    9735/10000 (97.35%), error:       929.53540, best error:       864.17743 on epoch:    27, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 126.5678787231s, input_fired_time: 1.6861304045, output_fired_time: 1.4705632925, propagate_forward_time: 53.3148880005, propagate_backward_time: 66.8746185303, weight_update_time: 0.1317583919, other_time: 3.2216796875
epoch time: 12.7099609375s, input_fired_time: 0.0700251833, output_fired_time: 0.0000000000, propagate_forward_time: 12.2547216415, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3852138519
validation[          , genome  6917] predictions:    9708/  10000 (97.08%), best:    9735/10000 (97.35%), error:       960.25934, best error:       864.17743 on epoch:    27, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 132.7609100342s, input_fired_time: 1.6920815706, output_fired_time: 1.4673775434, propagate_forward_time: 60.3738670349, propagate_backward_time: 66.0624389648, weight_update_time: 0.1266260743, other_time: 3.1651458740
epoch time: 12.7105951309s, input_fired_time: 0.0705645084, output_fired_time: 0.0000000000, propagate_forward_time: 12.2534151077, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3866157532
validation[          , genome  6917] predictions:    9710/  10000 (97.10%), best:    9735/10000 (97.35%), error:       923.27502, best error:       864.17743 on epoch:    27, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 138.1248779297s, input_fired_time: 1.6818599701, output_fired_time: 1.4748046398, propagate_forward_time: 61.5677986145, propagate_backward_time: 70.2457580566, weight_update_time: 0.1267257333, other_time: 3.1546630859
epoch time: 11.6399097443s, input_fired_time: 0.0695189610, output_fired_time: 0.0000000000, propagate_forward_time: 10.1878480911, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3825426102
validation[          , genome  6917] predictions:    9686/  10000 (96.86%), best:    9735/10000 (97.35%), error:      1021.93555, best error:       864.17743 on epoch:    27, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 135.0007171631s, input_fired_time: 1.6829630136, output_fired_time: 0.4652245641, propagate_forward_time: 60.4863700867, propagate_backward_time: 69.2036132812, weight_update_time: 0.1269287169, other_time: 3.1625366211
epoch time: 11.8462743759s, input_fired_time: 0.0747628361, output_fired_time: 0.0000000000, propagate_forward_time: 10.3797025681, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3918085098
validation[          , genome  6917] predictions:    9713/  10000 (97.13%), best:    9735/10000 (97.35%), error:       917.76495, best error:       864.17743 on epoch:    27, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 131.4464569092s, input_fired_time: 1.6882947683, output_fired_time: 0.4658241272, propagate_forward_time: 59.2842178345, propagate_backward_time: 66.8328781128, weight_update_time: 0.1284717172, other_time: 3.1752471924
epoch time: 13.7297620773s, input_fired_time: 0.0725647584, output_fired_time: 0.0000000000, propagate_forward_time: 13.2643146515, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3928823471
validation[          , genome  6917] predictions:    9679/  10000 (96.79%), best:    9735/10000 (97.35%), error:      1001.15808, best error:       864.17743 on epoch:    27, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 130.4824066162s, input_fired_time: 0.6932598352, output_fired_time: 0.4725186527, propagate_forward_time: 56.3300552368, propagate_backward_time: 66.7498474121, weight_update_time: 0.1295442730, other_time: 6.2367324829
epoch time: 12.8484029770s, input_fired_time: 0.0719582886, output_fired_time: 0.0000000000, propagate_forward_time: 11.3842782974, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3921661377
validation[          , genome  6917] predictions:    9710/  10000 (97.10%), best:    9735/10000 (97.35%), error:       968.46808, best error:       864.17743 on epoch:    27, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 133.5939483643s, input_fired_time: 0.6776707172, output_fired_time: 0.4624837041, propagate_forward_time: 54.3270187378, propagate_backward_time: 74.9630508423, weight_update_time: 0.1314313263, other_time: 3.1637268066
epoch time: 12.6479520798s, input_fired_time: 0.0702076256, output_fired_time: 0.0000000000, propagate_forward_time: 12.1935758591, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3841686249
validation[          , genome  6917] predictions:    9717/  10000 (97.17%), best:    9735/10000 (97.35%), error:       872.84674, best error:       864.17743 on epoch:    27, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 129.3957366943s, input_fired_time: 0.6773086190, output_fired_time: 0.4602755308, propagate_forward_time: 54.2212104797, propagate_backward_time: 71.8819046021, weight_update_time: 0.1268392354, other_time: 2.1550369263
epoch time: 12.7560272217s, input_fired_time: 0.0704867542, output_fired_time: 0.0000000000, propagate_forward_time: 10.2943363190, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3912038803
validation[          , genome  6917] predictions:    9689/  10000 (96.89%), best:    9735/10000 (97.35%), error:      1029.28271, best error:       864.17743 on epoch:    27, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 140.4729614258s, input_fired_time: 1.6823325157, output_fired_time: 1.4665778875, propagate_forward_time: 62.1767425537, propagate_backward_time: 71.9945831299, weight_update_time: 0.1270265579, other_time: 3.1527252197
epoch time: 11.6458349228s, input_fired_time: 0.0692630336, output_fired_time: 0.0000000000, propagate_forward_time: 11.1950197220, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3815517426
validation[          , genome  6917] predictions:    9692/  10000 (96.92%), best:    9735/10000 (97.35%), error:       993.09540, best error:       864.17743 on epoch:    27, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 131.9180603027s, input_fired_time: 0.6777617335, output_fired_time: 0.4608917534, propagate_forward_time: 52.4875221252, propagate_backward_time: 74.1314086914, weight_update_time: 1.1274325848, other_time: 4.1604766846
epoch time: 11.6821994781s, input_fired_time: 0.0701504946, output_fired_time: 0.0000000000, propagate_forward_time: 11.2305212021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3815279007
validation[          , genome  6917] predictions:    9703/  10000 (97.03%), best:    9735/10000 (97.35%), error:      1063.45862, best error:       864.17743 on epoch:    27, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 137.2814636230s, input_fired_time: 2.6832911968, output_fired_time: 0.4628041089, propagate_forward_time: 57.8059158325, propagate_backward_time: 74.1651763916, weight_update_time: 0.1270616353, other_time: 2.1642837524
epoch time: 12.8087215424s, input_fired_time: 0.0815896541, output_fired_time: 0.0000000000, propagate_forward_time: 12.3352117538, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3919200897
validation[          , genome  6917] predictions:    9680/  10000 (96.80%), best:    9735/10000 (97.35%), error:      1018.98834, best error:       864.17743 on epoch:    27, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 131.3430480957s, input_fired_time: 0.6788941026, output_fired_time: 0.4640076458, propagate_forward_time: 50.2402648926, propagate_backward_time: 76.7969894409, weight_update_time: 1.1267001629, other_time: 3.1628952026
epoch time: 11.6908464432s, input_fired_time: 0.0690142065, output_fired_time: 0.0000000000, propagate_forward_time: 10.2374458313, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3843860626
validation[          , genome  6917] predictions:    9728/  10000 (97.28%), best:    9735/10000 (97.35%), error:       897.59259, best error:       864.17743 on epoch:    27, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 131.5117187500s, input_fired_time: 0.6840056181, output_fired_time: 0.4608453512, propagate_forward_time: 56.3328361511, propagate_backward_time: 70.8553848267, weight_update_time: 0.1266436428, other_time: 3.1786422729
epoch time: 12.7335290909s, input_fired_time: 1.0709656477, output_fired_time: 0.0000000000, propagate_forward_time: 10.2751836777, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3873796463
validation[          , genome  6917] predictions:    9675/  10000 (96.75%), best:    9735/10000 (97.35%), error:      1046.12744, best error:       864.17743 on epoch:    27, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 134.0287017822s, input_fired_time: 0.6877461672, output_fired_time: 3.4703691006, propagate_forward_time: 57.4282684326, propagate_backward_time: 69.2742080688, weight_update_time: 1.1274975538, other_time: 3.1681137085
epoch time: 12.6884689331s, input_fired_time: 0.0719448030, output_fired_time: 0.0000000000, propagate_forward_time: 11.2292299271, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3872938156
validation[          , genome  6917] predictions:    9700/  10000 (97.00%), best:    9735/10000 (97.35%), error:      1034.35608, best error:       864.17743 on epoch:    27, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 136.3956146240s, input_fired_time: 2.7030000687, output_fired_time: 0.4820322394, propagate_forward_time: 60.7217826843, propagate_backward_time: 68.2669067383, weight_update_time: 0.1276587844, other_time: 4.2218933105
epoch time: 10.9651050568s, input_fired_time: 0.0728472322, output_fired_time: 0.0000000000, propagate_forward_time: 8.4994153976, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3928422928
validation[          , genome  6917] predictions:    9691/  10000 (96.91%), best:    9735/10000 (97.35%), error:       967.34009, best error:       864.17743 on epoch:    27, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 143.6428527832s, input_fired_time: 0.7014396191, output_fired_time: 1.4639736414, propagate_forward_time: 59.3351478577, propagate_backward_time: 78.9808425903, weight_update_time: 0.1279466003, other_time: 3.1614456177
epoch time: 12.6914653778s, input_fired_time: 0.0717733726, output_fired_time: 0.0000000000, propagate_forward_time: 12.2299308777, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3897609711
validation[          , genome  6917] predictions:    9711/  10000 (97.11%), best:    9735/10000 (97.35%), error:       927.36761, best error:       864.17743 on epoch:    27, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 125.2159271240s, input_fired_time: 1.6936532259, output_fired_time: 0.4687746167, propagate_forward_time: 53.5904197693, propagate_backward_time: 66.2295455933, weight_update_time: 0.1352086663, other_time: 3.2335281372
epoch time: 12.7295827866s, input_fired_time: 0.0708192959, output_fired_time: 0.0000000000, propagate_forward_time: 12.2719841003, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3867797852
validation[          , genome  6917] predictions:    9702/  10000 (97.02%), best:    9735/10000 (97.35%), error:       967.47308, best error:       864.17743 on epoch:    27, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 133.0980224609s, input_fired_time: 1.6856038570, output_fired_time: 2.4686746597, propagate_forward_time: 54.5347442627, propagate_backward_time: 72.2408142090, weight_update_time: 0.1273896098, other_time: 2.1681823730
epoch time: 13.7256069183s, input_fired_time: 0.0709879547, output_fired_time: 0.0000000000, propagate_forward_time: 11.2632169724, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3914022446
validation[          , genome  6917] predictions:    9669/  10000 (96.69%), best:    9735/10000 (97.35%), error:      1045.59302, best error:       864.17743 on epoch:    27, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 127.9014358521s, input_fired_time: 1.7219499350, output_fired_time: 1.4617657661, propagate_forward_time: 41.8381271362, propagate_backward_time: 79.6579284668, weight_update_time: 1.1270397902, other_time: 3.2216644287
epoch time: 10.6622819901s, input_fired_time: 0.0715474710, output_fired_time: 0.0000000000, propagate_forward_time: 10.2070436478, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3836908340
validation[          , genome  6917] predictions:    9720/  10000 (97.20%), best:    9735/10000 (97.35%), error:       897.58997, best error:       864.17743 on epoch:    27, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 130.1705017090s, input_fired_time: 1.7104024887, output_fired_time: 0.4652859271, propagate_forward_time: 48.5651283264, propagate_backward_time: 73.2578125000, weight_update_time: 0.1273184866, other_time: 6.1718750000
epoch time: 13.7290830612s, input_fired_time: 0.0712891594, output_fired_time: 0.0000000000, propagate_forward_time: 13.2667846680, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3910093307
validation[          , genome  6917] predictions:    9698/  10000 (96.98%), best:    9735/10000 (97.35%), error:      1003.15680, best error:       864.17743 on epoch:    27, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 133.3259887695s, input_fired_time: 1.6928600073, output_fired_time: 1.4755599499, propagate_forward_time: 52.6760749817, propagate_backward_time: 71.2761993408, weight_update_time: 0.1271347106, other_time: 6.2053070068
epoch time: 19.6807193756s, input_fired_time: 0.0723384768, output_fired_time: 0.0000000000, propagate_forward_time: 18.2232685089, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3851127625
validation[          , genome  6917] predictions:    9701/  10000 (97.01%), best:    9735/10000 (97.35%), error:       964.49396, best error:       864.17743 on epoch:    27, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 132.0182342529s, input_fired_time: 0.6909963489, output_fired_time: 0.4625307322, propagate_forward_time: 55.4272727966, propagate_backward_time: 71.2650985718, weight_update_time: 0.1313410103, other_time: 4.1723403931
epoch time: 12.6753311157s, input_fired_time: 0.0708207637, output_fired_time: 0.0000000000, propagate_forward_time: 12.2200384140, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3844718933
validation[          , genome  6917] predictions:    9702/  10000 (97.02%), best:    9735/10000 (97.35%), error:       932.61981, best error:       864.17743 on epoch:    27, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 131.6800537109s, input_fired_time: 0.6878865361, output_fired_time: 0.4668273330, propagate_forward_time: 55.2953681946, propagate_backward_time: 73.0533905029, weight_update_time: 0.1273974329, other_time: 2.1765899658
epoch time: 11.6589956284s, input_fired_time: 0.0714363754, output_fired_time: 0.0000000000, propagate_forward_time: 11.2032775879, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3842821121
validation[          , genome  6917] predictions:    9716/  10000 (97.16%), best:    9735/10000 (97.35%), error:       916.17883, best error:       864.17743 on epoch:    27, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 136.1738739014s, input_fired_time: 1.6928150654, output_fired_time: 0.4679379761, propagate_forward_time: 56.4617919922, propagate_backward_time: 74.3747558594, weight_update_time: 0.1276178658, other_time: 3.1765747070
epoch time: 11.7742118835s, input_fired_time: 0.0714695305, output_fired_time: 0.0000000000, propagate_forward_time: 11.3150186539, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3877239227
validation[          , genome  6917] predictions:    9700/  10000 (97.00%), best:    9735/10000 (97.35%), error:       976.31769, best error:       864.17743 on epoch:    27, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 140.8640136719s, input_fired_time: 0.6950484514, output_fired_time: 0.4776060581, propagate_forward_time: 56.4526214600, propagate_backward_time: 80.0737762451, weight_update_time: 0.1272104234, other_time: 3.1649627686
epoch time: 10.7076826096s, input_fired_time: 0.0735036656, output_fired_time: 0.0000000000, propagate_forward_time: 10.2502460480, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3839330673
validation[          , genome  6917] predictions:    9659/  10000 (96.59%), best:    9735/10000 (97.35%), error:      1123.09827, best error:       864.17743 on epoch:    27, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 120.2058334351s, input_fired_time: 0.6983152032, output_fired_time: 0.4620110691, propagate_forward_time: 51.5086326599, propagate_backward_time: 63.3867263794, weight_update_time: 0.1262090355, other_time: 4.1501388550
epoch time: 12.8216934204s, input_fired_time: 0.0757091269, output_fired_time: 0.0000000000, propagate_forward_time: 12.3560209274, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3899631500
validation[          , genome  6917] predictions:    9732/  10000 (97.32%), best:    9732/10000 (97.32%), error:       852.34290, best error:       852.34290 on epoch:    62, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 136.6661529541s, input_fired_time: 3.6991090775, output_fired_time: 0.4648386836, propagate_forward_time: 53.7822456360, propagate_backward_time: 72.5577163696, weight_update_time: 0.1265224218, other_time: 6.1622390747
epoch time: 12.1040773392s, input_fired_time: 1.0772695541, output_fired_time: 0.0000000000, propagate_forward_time: 9.6139097214, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4128980637
validation[          , genome  6917] predictions:    9709/  10000 (97.09%), best:    9732/10000 (97.32%), error:       899.04865, best error:       852.34290 on epoch:    62, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 137.7061004639s, input_fired_time: 3.6936342716, output_fired_time: 1.4629677534, propagate_forward_time: 50.3392715454, propagate_backward_time: 80.0509567261, weight_update_time: 0.1276340783, other_time: 2.1592712402
epoch time: 12.7233572006s, input_fired_time: 0.0729229301, output_fired_time: 0.0000000000, propagate_forward_time: 11.2623510361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3880834579
validation[          , genome  6917] predictions:    9728/  10000 (97.28%), best:    9732/10000 (97.32%), error:       912.99524, best error:       852.34290 on epoch:    62, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 135.5768280029s, input_fired_time: 0.6945930123, output_fired_time: 2.4757063389, propagate_forward_time: 60.8548431396, propagate_backward_time: 69.3837356567, weight_update_time: 0.1268807501, other_time: 2.1679458618
epoch time: 9.7790842056s, input_fired_time: 0.0736591667, output_fired_time: 0.0000000000, propagate_forward_time: 9.3176784515, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3877468109
validation[          , genome  6917] predictions:    9730/  10000 (97.30%), best:    9732/10000 (97.32%), error:       871.78467, best error:       852.34290 on epoch:    62, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 132.9391021729s, input_fired_time: 0.6948048472, output_fired_time: 0.4638063908, propagate_forward_time: 55.4503669739, propagate_backward_time: 74.1515960693, weight_update_time: 0.1305160969, other_time: 2.1785278320
epoch time: 12.7341699600s, input_fired_time: 0.0724284053, output_fired_time: 0.0000000000, propagate_forward_time: 11.2739162445, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3878250122
validation[          , genome  6917] predictions:    9657/  10000 (96.57%), best:    9732/10000 (97.32%), error:      1143.40674, best error:       852.34290 on epoch:    62, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 133.6856384277s, input_fired_time: 2.6974942684, output_fired_time: 0.4946564138, propagate_forward_time: 63.2842597961, propagate_backward_time: 63.0427780151, weight_update_time: 0.1271748841, other_time: 4.1664505005
epoch time: 11.6985731125s, input_fired_time: 0.0720530301, output_fired_time: 0.0000000000, propagate_forward_time: 10.2318639755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3946561813
validation[          , genome  6917] predictions:    9716/  10000 (97.16%), best:    9732/10000 (97.32%), error:       903.17041, best error:       852.34290 on epoch:    62, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 128.7905731201s, input_fired_time: 0.6932221651, output_fired_time: 0.4820272326, propagate_forward_time: 52.8068618774, propagate_backward_time: 72.6361312866, weight_update_time: 0.1264598966, other_time: 2.1723327637
epoch time: 10.7011747360s, input_fired_time: 0.0733056813, output_fired_time: 0.0000000000, propagate_forward_time: 10.2411813736, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3866872787
validation[          , genome  6917] predictions:    9699/  10000 (96.99%), best:    9732/10000 (97.32%), error:       974.09869, best error:       852.34290 on epoch:    62, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 129.0836334229s, input_fired_time: 0.7088277340, output_fired_time: 1.4760402441, propagate_forward_time: 57.9405212402, propagate_backward_time: 65.7671661377, weight_update_time: 0.1267088652, other_time: 3.1910705566
epoch time: 11.7204561234s, input_fired_time: 0.0724837855, output_fired_time: 0.0000000000, propagate_forward_time: 11.2600030899, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3879690170
validation[          , genome  6917] predictions:    9697/  10000 (96.97%), best:    9732/10000 (97.32%), error:       980.71552, best error:       852.34290 on epoch:    62, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 133.6976623535s, input_fired_time: 1.7033431530, output_fired_time: 0.4703698754, propagate_forward_time: 57.3292465210, propagate_backward_time: 72.0297164917, weight_update_time: 0.1273334175, other_time: 2.1649932861
epoch time: 10.7198057175s, input_fired_time: 0.0745880976, output_fired_time: 0.0000000000, propagate_forward_time: 10.2480049133, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3972129822
validation[          , genome  6917] predictions:    9677/  10000 (96.77%), best:    9732/10000 (97.32%), error:      1028.94849, best error:       852.34290 on epoch:    62, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 122.8790512085s, input_fired_time: 0.6915979385, output_fired_time: 0.4620703757, propagate_forward_time: 50.4436492920, propagate_backward_time: 66.1225891113, weight_update_time: 0.1264387369, other_time: 5.1591491699
epoch time: 12.7574691772s, input_fired_time: 0.0728587508, output_fired_time: 0.0000000000, propagate_forward_time: 12.2994279861, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3851823807
validation[          , genome  6917] predictions:    9722/  10000 (97.22%), best:    9732/10000 (97.32%), error:       866.64392, best error:       852.34290 on epoch:    62, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 131.8419647217s, input_fired_time: 1.6915187836, output_fired_time: 0.4663824439, propagate_forward_time: 53.3451499939, propagate_backward_time: 73.1694259644, weight_update_time: 0.1273137033, other_time: 3.1694869995
epoch time: 12.7907247543s, input_fired_time: 0.0746675879, output_fired_time: 0.0000000000, propagate_forward_time: 8.3317203522, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.3843364716
validation[          , genome  6917] predictions:    9634/  10000 (96.34%), best:    9732/10000 (97.32%), error:      1105.14355, best error:       852.34290 on epoch:    62, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 133.4746704102s, input_fired_time: 0.6993890405, output_fired_time: 0.4639826119, propagate_forward_time: 55.7047500610, propagate_backward_time: 73.4265518188, weight_update_time: 0.1276900172, other_time: 3.1799926758
epoch time: 12.7238121033s, input_fired_time: 0.0721373111, output_fired_time: 0.0000000000, propagate_forward_time: 12.2609777451, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3906974792
validation[          , genome  6917] predictions:    9733/  10000 (97.33%), best:    9732/10000 (97.32%), error:       863.94116, best error:       852.34290 on epoch:    62, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 131.3327026367s, input_fired_time: 1.6919010878, output_fired_time: 3.4637675285, propagate_forward_time: 53.1586647034, propagate_backward_time: 70.8636398315, weight_update_time: 0.1278584152, other_time: 2.1547317505
epoch time: 11.7198390961s, input_fired_time: 0.0732847452, output_fired_time: 0.0000000000, propagate_forward_time: 11.2593641281, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3871898651
validation[          , genome  6917] predictions:    9508/  10000 (95.08%), best:    9732/10000 (97.32%), error:      1625.61829, best error:       852.34290 on epoch:    62, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 130.7198333740s, input_fired_time: 1.6976462603, output_fired_time: 0.4666596353, propagate_forward_time: 52.2772636414, propagate_backward_time: 70.1213684082, weight_update_time: 0.1272841394, other_time: 6.1568908691
epoch time: 12.7392339706s, input_fired_time: 0.0733677596, output_fired_time: 0.0000000000, propagate_forward_time: 12.2801818848, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3856840134
validation[          , genome  6917] predictions:    9702/  10000 (97.02%), best:    9732/10000 (97.32%), error:       985.63275, best error:       852.34290 on epoch:    62, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 131.5695648193s, input_fired_time: 0.6955655813, output_fired_time: 0.4632149637, propagate_forward_time: 59.2820434570, propagate_backward_time: 65.9615783691, weight_update_time: 0.1268795133, other_time: 5.1671600342
epoch time: 10.6796045303s, input_fired_time: 0.0728249103, output_fired_time: 0.0000000000, propagate_forward_time: 10.2218694687, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3849105835
validation[          , genome  6917] predictions:    9699/  10000 (96.99%), best:    9732/10000 (97.32%), error:       974.36469, best error:       852.34290 on epoch:    62, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 134.9366760254s, input_fired_time: 0.7352480292, output_fired_time: 0.4646030664, propagate_forward_time: 63.3910751343, propagate_backward_time: 67.1801376343, weight_update_time: 0.1272653192, other_time: 3.1656188965
epoch time: 10.7331056595s, input_fired_time: 0.0734352320, output_fired_time: 0.0000000000, propagate_forward_time: 10.2723169327, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3873538971
validation[          , genome  6917] predictions:    9600/  10000 (96.00%), best:    9732/10000 (97.32%), error:      1216.17773, best error:       852.34290 on epoch:    62, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 133.6469268799s, input_fired_time: 1.6993873119, output_fired_time: 0.4667587876, propagate_forward_time: 55.3994560242, propagate_backward_time: 72.9181060791, weight_update_time: 0.1270927340, other_time: 3.1632080078
epoch time: 10.6929502487s, input_fired_time: 1.0742532015, output_fired_time: 0.0000000000, propagate_forward_time: 9.2333030701, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3853940964
validation[          , genome  6917] predictions:    9700/  10000 (97.00%), best:    9732/10000 (97.32%), error:      1019.21936, best error:       852.34290 on epoch:    62, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 133.3765563965s, input_fired_time: 2.6972272396, output_fired_time: 0.4650372565, propagate_forward_time: 56.5500679016, propagate_backward_time: 70.4719390869, weight_update_time: 0.1273598671, other_time: 3.1922912598
epoch time: 11.7346696854s, input_fired_time: 0.0742175952, output_fired_time: 0.0000000000, propagate_forward_time: 11.2754993439, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3849525452
validation[          , genome  6917] predictions:    9649/  10000 (96.49%), best:    9732/10000 (97.32%), error:      1105.54492, best error:       852.34290 on epoch:    62, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 139.2050476074s, input_fired_time: 0.7547502518, output_fired_time: 0.4643695056, propagate_forward_time: 61.5557861328, propagate_backward_time: 73.2590332031, weight_update_time: 0.1269640625, other_time: 3.1711120605
epoch time: 13.7754087448s, input_fired_time: 0.0720543563, output_fired_time: 0.0000000000, propagate_forward_time: 10.3149232864, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.3884315491
validation[          , genome  6917] predictions:    9727/  10000 (97.27%), best:    9732/10000 (97.32%), error:       897.82336, best error:       852.34290 on epoch:    62, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 132.4377746582s, input_fired_time: 0.6956863999, output_fired_time: 0.4631608427, propagate_forward_time: 59.1792869568, propagate_backward_time: 68.9405288696, weight_update_time: 0.1274146736, other_time: 3.1590957642
epoch time: 10.6635951996s, input_fired_time: 0.0733370110, output_fired_time: 0.0000000000, propagate_forward_time: 9.2073335648, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3829250336
validation[          , genome  6917] predictions:    9723/  10000 (97.23%), best:    9732/10000 (97.32%), error:       909.74457, best error:       852.34290 on epoch:    62, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 133.2316589355s, input_fired_time: 0.6981586814, output_fired_time: 1.4680199623, propagate_forward_time: 61.5108833313, propagate_backward_time: 65.3685379028, weight_update_time: 0.1277851760, other_time: 4.1860580444
epoch time: 10.6629009247s, input_fired_time: 0.0756476745, output_fired_time: 0.0000000000, propagate_forward_time: 10.2033624649, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3838911057
validation[          , genome  6917] predictions:    9703/  10000 (97.03%), best:    9732/10000 (97.32%), error:       975.76947, best error:       852.34290 on epoch:    62, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 132.4622344971s, input_fired_time: 0.6960253716, output_fired_time: 0.4727135599, propagate_forward_time: 61.2144317627, propagate_backward_time: 66.9202117920, weight_update_time: 0.1270805597, other_time: 3.1588439941
epoch time: 10.6730480194s, input_fired_time: 0.0726545602, output_fired_time: 0.0000000000, propagate_forward_time: 10.2159852982, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3844079971
validation[          , genome  6917] predictions:    9668/  10000 (96.68%), best:    9732/10000 (97.32%), error:      1052.17285, best error:       852.34290 on epoch:    62, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 131.3133697510s, input_fired_time: 0.7092946768, output_fired_time: 0.4631609321, propagate_forward_time: 55.1364288330, propagate_backward_time: 70.8405227661, weight_update_time: 0.1271619648, other_time: 4.1639633179
epoch time: 13.7092123032s, input_fired_time: 0.0751218200, output_fired_time: 0.0000000000, propagate_forward_time: 13.2502861023, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3838043213
validation[          , genome  6917] predictions:    9699/  10000 (96.99%), best:    9732/10000 (97.32%), error:       978.23517, best error:       852.34290 on epoch:    62, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 137.8552246094s, input_fired_time: 0.6978617311, output_fired_time: 1.4679547548, propagate_forward_time: 52.3682899475, propagate_backward_time: 78.1534118652, weight_update_time: 0.1273408085, other_time: 5.1677093506
epoch time: 10.6887216568s, input_fired_time: 0.0726918131, output_fired_time: 0.0000000000, propagate_forward_time: 10.2322025299, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3838272095
validation[          , genome  6917] predictions:    9697/  10000 (96.97%), best:    9732/10000 (97.32%), error:       965.34827, best error:       852.34290 on epoch:    62, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 137.2080383301s, input_fired_time: 0.6936474442, output_fired_time: 0.4678133428, propagate_forward_time: 55.5756034851, propagate_backward_time: 76.2973175049, weight_update_time: 0.1293129027, other_time: 4.1736450195
epoch time: 10.8816385269s, input_fired_time: 0.0742219612, output_fired_time: 0.0000000000, propagate_forward_time: 10.4221200943, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3852968216
validation[          , genome  6917] predictions:    9711/  10000 (97.11%), best:    9732/10000 (97.32%), error:       981.54987, best error:       852.34290 on epoch:    62, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 133.0252838135s, input_fired_time: 0.7152161002, output_fired_time: 1.4720178843, propagate_forward_time: 56.8773002625, propagate_backward_time: 70.7644424438, weight_update_time: 0.1277008206, other_time: 3.1963119507
epoch time: 13.7440271378s, input_fired_time: 0.0743309557, output_fired_time: 0.0000000000, propagate_forward_time: 13.2665443420, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4031515121
validation[          , genome  6917] predictions:    9746/  10000 (97.46%), best:    9732/10000 (97.32%), error:       866.08759, best error:       852.34290 on epoch:    62, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 135.6816558838s, input_fired_time: 0.7039241195, output_fired_time: 0.4687234163, propagate_forward_time: 66.3434982300, propagate_backward_time: 64.0081253052, weight_update_time: 0.1274224520, other_time: 4.1573944092
epoch time: 12.7101106644s, input_fired_time: 0.0744398683, output_fired_time: 0.0000000000, propagate_forward_time: 12.2491865158, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3864841461
validation[          , genome  6917] predictions:    9642/  10000 (96.42%), best:    9732/10000 (97.32%), error:      1171.92883, best error:       852.34290 on epoch:    62, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 130.7542266846s, input_fired_time: 0.7029745579, output_fired_time: 0.4648258686, propagate_forward_time: 61.3263130188, propagate_backward_time: 66.1023330688, weight_update_time: 0.1282601804, other_time: 2.1577835083
epoch time: 11.8012666702s, input_fired_time: 0.0743410215, output_fired_time: 0.0000000000, propagate_forward_time: 11.3348274231, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3920984268
validation[          , genome  6917] predictions:    9697/  10000 (96.97%), best:    9732/10000 (97.32%), error:       969.17072, best error:       852.34290 on epoch:    62, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 131.8809509277s, input_fired_time: 0.7182936668, output_fired_time: 0.4664559066, propagate_forward_time: 54.6824035645, propagate_backward_time: 72.8281936646, weight_update_time: 0.1312736869, other_time: 3.1856002808
epoch time: 14.1030530930s, input_fired_time: 0.1340064555, output_fired_time: 0.0000000000, propagate_forward_time: 13.5009012222, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4681453705
validation[          , genome  6917] predictions:    9681/  10000 (96.81%), best:    9732/10000 (97.32%), error:      1029.71191, best error:       852.34290 on epoch:    62, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 138.0272064209s, input_fired_time: 0.7009688616, output_fired_time: 0.4798045456, propagate_forward_time: 50.9199867249, propagate_backward_time: 81.7582397461, weight_update_time: 0.1343547553, other_time: 4.1682128906
epoch time: 9.9392557144s, input_fired_time: 0.0768265575, output_fired_time: 0.0000000000, propagate_forward_time: 9.4702339172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3921957016
validation[          , genome  6917] predictions:    9721/  10000 (97.21%), best:    9732/10000 (97.32%), error:       921.52075, best error:       852.34290 on epoch:    62, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 137.8080749512s, input_fired_time: 1.7133772373, output_fired_time: 2.4637606144, propagate_forward_time: 54.7088394165, propagate_backward_time: 76.7567062378, weight_update_time: 0.1270861924, other_time: 2.1653900146
epoch time: 12.7588644028s, input_fired_time: 0.0742917135, output_fired_time: 0.0000000000, propagate_forward_time: 12.2986698151, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3859024048
validation[          , genome  6917] predictions:    9718/  10000 (97.18%), best:    9732/10000 (97.32%), error:       934.70190, best error:       852.34290 on epoch:    62, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 132.7045440674s, input_fired_time: 2.6908035278, output_fired_time: 0.4681178033, propagate_forward_time: 57.3408164978, propagate_backward_time: 69.0598449707, weight_update_time: 0.1270436347, other_time: 3.1449432373
epoch time: 12.7160406113s, input_fired_time: 0.0732746050, output_fired_time: 0.0000000000, propagate_forward_time: 12.2552909851, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3874750137
validation[          , genome  6917] predictions:    9692/  10000 (96.92%), best:    9732/10000 (97.32%), error:       998.79749, best error:       852.34290 on epoch:    62, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 135.7000885010s, input_fired_time: 0.7047536969, output_fired_time: 0.4610047638, propagate_forward_time: 52.2613029480, propagate_backward_time: 79.1121063232, weight_update_time: 0.1269932389, other_time: 3.1609191895
epoch time: 12.9034948349s, input_fired_time: 0.0761921406, output_fired_time: 0.0000000000, propagate_forward_time: 12.4284505844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3988523483
validation[          , genome  6917] predictions:    9688/  10000 (96.88%), best:    9732/10000 (97.32%), error:       994.42981, best error:       852.34290 on epoch:    62, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 134.7455902100s, input_fired_time: 1.6888192892, output_fired_time: 0.4604551494, propagate_forward_time: 60.4066390991, propagate_backward_time: 68.0339431763, weight_update_time: 0.1303371638, other_time: 4.1557464600
epoch time: 13.7342576981s, input_fired_time: 0.0732368380, output_fired_time: 0.0000000000, propagate_forward_time: 13.2748737335, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3861474991
validation[          , genome  6917] predictions:    9748/  10000 (97.48%), best:    9748/10000 (97.48%), error:       843.19775, best error:       843.19775 on epoch:    95, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 134.8302307129s, input_fired_time: 1.6882200241, output_fired_time: 0.4648441374, propagate_forward_time: 63.3241653442, propagate_backward_time: 65.1871795654, weight_update_time: 0.1264087409, other_time: 4.1658248901
epoch time: 14.7009086609s, input_fired_time: 0.0739048943, output_fired_time: 0.0000000000, propagate_forward_time: 14.2447376251, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3822660446
validation[          , genome  6917] predictions:    9676/  10000 (96.76%), best:    9748/10000 (97.48%), error:      1070.47815, best error:       843.19775 on epoch:    95, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 129.3917999268s, input_fired_time: 0.6917248368, output_fired_time: 2.4598004818, propagate_forward_time: 57.2336044312, propagate_backward_time: 64.8682479858, weight_update_time: 0.1307323724, other_time: 4.1384201050
epoch time: 13.6451892853s, input_fired_time: 0.0727797076, output_fired_time: 0.0000000000, propagate_forward_time: 8.1917800903, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.3806295395
validation[          , genome  6917] predictions:    9701/  10000 (97.01%), best:    9748/10000 (97.48%), error:       997.25446, best error:       843.19775 on epoch:    95, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 138.4758453369s, input_fired_time: 0.6954661608, output_fired_time: 0.4624082744, propagate_forward_time: 57.6271171570, propagate_backward_time: 76.4397735596, weight_update_time: 0.1308779120, other_time: 3.2510833740
epoch time: 10.7153787613s, input_fired_time: 0.0739954412, output_fired_time: 0.0000000000, propagate_forward_time: 10.2563333511, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3850498199
validation[          , genome  6917] predictions:    9705/  10000 (97.05%), best:    9748/10000 (97.48%), error:       905.68500, best error:       843.19775 on epoch:    95, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 129.8874206543s, input_fired_time: 0.7037600279, output_fired_time: 0.4584046900, propagate_forward_time: 51.4770088196, propagate_backward_time: 73.0931777954, weight_update_time: 0.1257692426, other_time: 4.1550674438
epoch time: 14.7370882034s, input_fired_time: 0.0723041818, output_fired_time: 0.0000000000, propagate_forward_time: 14.2833862305, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3813982010
validation[          , genome  6917] predictions:    9696/  10000 (96.96%), best:    9748/10000 (97.48%), error:      1009.94781, best error:       843.19775 on epoch:    95, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 134.2141876221s, input_fired_time: 1.6947484016, output_fired_time: 2.4683978558, propagate_forward_time: 58.5099830627, propagate_backward_time: 65.3747329712, weight_update_time: 0.1264528632, other_time: 6.1663284302
epoch time: 12.6873016357s, input_fired_time: 0.0731971934, output_fired_time: 0.0000000000, propagate_forward_time: 12.2317762375, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3823280334
validation[          , genome  6917] predictions:    9717/  10000 (97.17%), best:    9748/10000 (97.48%), error:       906.90613, best error:       843.19775 on epoch:    95, 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: 59.8312873840s, input_fired_time: 0.3677831888, output_fired_time: 0.0000000000, propagate_forward_time: 54.5074005127, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.9561042786
best training[          , genome  6917] predictions:   49610/  50000 (99.22%), best:    9748/10000 (97.48%), error:      1700.20630, best error:       843.19775 on epoch:    95, 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: 12.1146011353s, input_fired_time: 0.0719835088, output_fired_time: 0.0000000000, propagate_forward_time: 11.6482925415, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3943252563
   testing[          , genome  6917] predictions:    9764/  10000 (97.64%), best:    9748/10000 (97.48%), error:       761.07684, best error:       843.19775 on epoch:    95, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
07:51:11 (6003): called boinc_finish(0)

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