Nameexact_genome_1512568488_41_6868_1
Workunit2605620
Created7 Dec 2017, 22:27:38 UTC
Sent7 Dec 2017, 22:32:07 UTC
Report deadline17 Dec 2017, 0:02:55 UTC
Received8 Dec 2017, 15:52:13 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID66479
Run time5 hours 40 min 16 sec
CPU time5 hours 36 min 26 sec
Validate stateValid
Credit2,265.77
Device peak FLOPS2.49 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size155.34 MB
Peak swap size153.74 MB
Peak disk usage1.79 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
060.32959 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 184.5891113281s, input_fired_time: 1.8397245407, output_fired_time: 1.8514410257, propagate_forward_time: 68.4151916504, propagate_backward_time: 108.7399368286, weight_update_time: 0.2188354731, other_time: 3.7428207397
epoch time: 14.9012041092s, input_fired_time: 0.2273467183, output_fired_time: 0.0000000000, propagate_forward_time: 13.9908876419, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6829700470
validation[          , genome  6868] predictions:    9665/  10000 (96.65%), best:    9690/10000 (96.90%), error:      1086.79700, best error:      1060.32959 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 184.4276123047s, input_fired_time: 1.8461525440, output_fired_time: 1.8630291224, propagate_forward_time: 68.4239349365, propagate_backward_time: 108.4601135254, weight_update_time: 0.2179561704, other_time: 3.8343963623
epoch time: 14.9272356033s, input_fired_time: 0.2349196821, output_fired_time: 0.0000000000, propagate_forward_time: 13.9978818893, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6944341660
validation[          , genome  6868] predictions:    9694/  10000 (96.94%), best:    9690/10000 (96.90%), error:      1085.48743, best error:      1060.32959 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 184.9375915527s, input_fired_time: 1.8407653570, output_fired_time: 1.8471243382, propagate_forward_time: 68.6278533936, propagate_backward_time: 108.8915863037, weight_update_time: 0.2179782838, other_time: 3.7302703857
epoch time: 14.8683195114s, input_fired_time: 0.2286850363, output_fired_time: 0.0000000000, propagate_forward_time: 13.9679737091, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6716604233
validation[          , genome  6868] predictions:    9681/  10000 (96.81%), best:    9681/10000 (96.81%), error:      1058.65356, best error:      1058.65356 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 184.4444885254s, input_fired_time: 1.8415335417, output_fired_time: 1.8566080332, propagate_forward_time: 68.3754196167, propagate_backward_time: 108.5386505127, weight_update_time: 0.2176802158, other_time: 3.8322677612
epoch time: 14.5719976425s, input_fired_time: 0.2283044159, output_fired_time: 0.0000000000, propagate_forward_time: 13.6703109741, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6733818054
validation[          , genome  6868] predictions:    9590/  10000 (95.90%), best:    9681/10000 (96.81%), error:      1311.23450, best error:      1058.65356 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 182.7879638672s, input_fired_time: 1.8324164152, output_fired_time: 1.8234139681, propagate_forward_time: 67.8302230835, propagate_backward_time: 107.5245208740, weight_update_time: 0.2181173116, other_time: 3.7773971558
epoch time: 14.6740837097s, input_fired_time: 0.2318085879, output_fired_time: 0.0000000000, propagate_forward_time: 13.7145738602, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7277011871
validation[          , genome  6868] predictions:    9679/  10000 (96.79%), best:    9681/10000 (96.81%), error:      1069.82397, best error:      1058.65356 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 186.2191467285s, input_fired_time: 1.8603545427, output_fired_time: 1.8752071857, propagate_forward_time: 69.2536621094, propagate_backward_time: 109.3968429565, weight_update_time: 0.2198607177, other_time: 3.8330764771
epoch time: 14.6781330109s, input_fired_time: 0.2294048518, output_fired_time: 0.0000000000, propagate_forward_time: 13.7704086304, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6783199310
validation[          , genome  6868] predictions:    9700/  10000 (97.00%), best:    9700/10000 (97.00%), error:       996.95691, best error:       996.95691 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 185.1996459961s, input_fired_time: 1.8486562967, output_fired_time: 1.8570924997, propagate_forward_time: 68.5317306519, propagate_backward_time: 109.1476135254, weight_update_time: 0.2194979340, other_time: 3.8145523071
epoch time: 14.6884670258s, input_fired_time: 0.2293973267, output_fired_time: 0.0000000000, propagate_forward_time: 13.7452030182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7138662338
validation[          , genome  6868] predictions:    9682/  10000 (96.82%), best:    9700/10000 (97.00%), error:      1071.32483, best error:       996.95691 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 183.9382781982s, input_fired_time: 1.8443200588, output_fired_time: 1.8412014246, propagate_forward_time: 68.2020950317, propagate_backward_time: 108.2473297119, weight_update_time: 0.2190078050, other_time: 3.8033370972
epoch time: 14.8130273819s, input_fired_time: 0.2287206948, output_fired_time: 0.0000000000, propagate_forward_time: 13.9058599472, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6784467697
validation[          , genome  6868] predictions:    9664/  10000 (96.64%), best:    9700/10000 (97.00%), error:      1097.61255, best error:       996.95691 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 184.2709503174s, input_fired_time: 1.8511959314, output_fired_time: 1.8575962782, propagate_forward_time: 68.5387725830, propagate_backward_time: 108.2864151001, weight_update_time: 0.2168460339, other_time: 3.7369766235
epoch time: 14.5216636658s, input_fired_time: 0.2293100953, output_fired_time: 0.0000000000, propagate_forward_time: 13.5900402069, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7023134232
validation[          , genome  6868] predictions:    9674/  10000 (96.74%), best:    9700/10000 (97.00%), error:      1071.91370, best error:       996.95691 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 183.7565917969s, input_fired_time: 1.8446317911, output_fired_time: 1.8519756794, propagate_forward_time: 68.0430984497, propagate_backward_time: 108.2403564453, weight_update_time: 0.2174918503, other_time: 3.7765274048
epoch time: 15.1068191528s, input_fired_time: 0.2324969172, output_fired_time: 0.0000000000, propagate_forward_time: 14.1781902313, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6961317062
validation[          , genome  6868] predictions:    9681/  10000 (96.81%), best:    9700/10000 (97.00%), error:      1037.39807, best error:       996.95691 on epoch:    20, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 184.0937805176s, input_fired_time: 1.8457018137, output_fired_time: 1.8427224159, propagate_forward_time: 68.3177947998, propagate_backward_time: 108.3107070923, weight_update_time: 0.2176882178, other_time: 3.7768478394
epoch time: 14.4621791840s, input_fired_time: 0.2307721525, output_fired_time: 0.0000000000, propagate_forward_time: 13.5502090454, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6811981201
validation[          , genome  6868] predictions:    9647/  10000 (96.47%), best:    9700/10000 (97.00%), error:      1205.58496, best error:       996.95691 on epoch:    20, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 183.7870635986s, input_fired_time: 1.8478708267, output_fired_time: 1.8473490477, propagate_forward_time: 68.0976104736, propagate_backward_time: 108.2140197754, weight_update_time: 0.2180581242, other_time: 3.7802124023
epoch time: 14.8929462433s, input_fired_time: 0.2301902771, output_fired_time: 0.0000000000, propagate_forward_time: 13.9868927002, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6758632660
validation[          , genome  6868] predictions:    9695/  10000 (96.95%), best:    9700/10000 (97.00%), error:      1019.71869, best error:       996.95691 on epoch:    20, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 184.8977508545s, input_fired_time: 1.8483406305, output_fired_time: 1.8547924757, propagate_forward_time: 68.5473861694, propagate_backward_time: 108.8847274780, weight_update_time: 0.2179490179, other_time: 3.7624969482
epoch time: 14.9638996124s, input_fired_time: 0.2324981987, output_fired_time: 0.0000000000, propagate_forward_time: 14.0418701172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6895313263
validation[          , genome  6868] predictions:    9690/  10000 (96.90%), best:    9700/10000 (97.00%), error:      1009.71570, best error:       996.95691 on epoch:    20, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 184.0095214844s, input_fired_time: 1.8459451199, output_fired_time: 1.8409478664, propagate_forward_time: 67.8946151733, propagate_backward_time: 108.6714324951, weight_update_time: 0.2170782387, other_time: 3.7565841675
epoch time: 14.6893615723s, input_fired_time: 0.2290081978, output_fired_time: 0.0000000000, propagate_forward_time: 13.7871198654, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6732339859
validation[          , genome  6868] predictions:    9686/  10000 (96.86%), best:    9700/10000 (97.00%), error:      1006.97583, best error:       996.95691 on epoch:    20, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 185.1951141357s, input_fired_time: 1.8667538166, output_fired_time: 1.8678389788, propagate_forward_time: 68.8474502563, propagate_backward_time: 108.8470535278, weight_update_time: 0.2190130353, other_time: 3.7660064697
epoch time: 14.7799034119s, input_fired_time: 0.2308171540, output_fired_time: 0.0000000000, propagate_forward_time: 13.8769330978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6721534729
validation[          , genome  6868] predictions:    9706/  10000 (97.06%), best:    9706/10000 (97.06%), error:       968.90710, best error:       968.90710 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 185.7696838379s, input_fired_time: 1.8632725477, output_fired_time: 1.8613482714, propagate_forward_time: 68.8048934937, propagate_backward_time: 109.4301757813, weight_update_time: 0.2191418111, other_time: 3.8100051880
epoch time: 14.5845251083s, input_fired_time: 0.2299978882, output_fired_time: 0.0000000000, propagate_forward_time: 13.6635503769, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6909770966
validation[          , genome  6868] predictions:    9635/  10000 (96.35%), best:    9706/10000 (97.06%), error:      1149.88477, best error:       968.90710 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 184.8823699951s, input_fired_time: 1.8622211218, output_fired_time: 1.8494259119, propagate_forward_time: 68.6003341675, propagate_backward_time: 108.7344436646, weight_update_time: 0.2191969454, other_time: 3.8359375000
epoch time: 14.0924997330s, input_fired_time: 0.2273369581, output_fired_time: 0.0000000000, propagate_forward_time: 13.1574649811, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7076978683
validation[          , genome  6868] predictions:    9700/  10000 (97.00%), best:    9700/10000 (97.00%), error:       968.89740, best error:       968.89740 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 185.3379516602s, input_fired_time: 1.8707554340, output_fired_time: 1.8624534607, propagate_forward_time: 68.8674468994, propagate_backward_time: 108.9147644043, weight_update_time: 0.2181704342, other_time: 3.8225250244
epoch time: 14.8392906189s, input_fired_time: 0.2326642722, output_fired_time: 0.0000000000, propagate_forward_time: 13.9325256348, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6741008759
validation[          , genome  6868] predictions:    9722/  10000 (97.22%), best:    9722/10000 (97.22%), error:       912.66235, best error:       912.66235 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 185.0241699219s, input_fired_time: 1.8560667038, output_fired_time: 1.8548610210, propagate_forward_time: 68.5762939453, propagate_backward_time: 108.9459304810, weight_update_time: 0.2170323431, other_time: 3.7910232544
epoch time: 14.7241373062s, input_fired_time: 0.2307120711, output_fired_time: 0.0000000000, propagate_forward_time: 13.8031482697, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6902770996
validation[          , genome  6868] predictions:    9675/  10000 (96.75%), best:    9722/10000 (97.22%), error:      1033.26331, best error:       912.66235 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 184.0701293945s, input_fired_time: 1.8469589949, output_fired_time: 1.8384287357, propagate_forward_time: 68.2470626831, propagate_backward_time: 108.3975448608, weight_update_time: 0.2164245248, other_time: 3.7401428223
epoch time: 14.9043951035s, input_fired_time: 0.2328187823, output_fired_time: 0.0000000000, propagate_forward_time: 14.0007495880, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6708269119
validation[          , genome  6868] predictions:    9706/  10000 (97.06%), best:    9722/10000 (97.22%), error:      1057.60840, best error:       912.66235 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 185.5915832520s, input_fired_time: 1.8606365919, output_fired_time: 1.8590909243, propagate_forward_time: 68.7914733887, propagate_backward_time: 109.3042068481, weight_update_time: 0.2196382582, other_time: 3.7761764526
epoch time: 14.9985628128s, input_fired_time: 0.2327501476, output_fired_time: 0.0000000000, propagate_forward_time: 14.0992021561, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6666107178
validation[          , genome  6868] predictions:    9678/  10000 (96.78%), best:    9722/10000 (97.22%), error:      1022.09595, best error:       912.66235 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 185.7873992920s, input_fired_time: 1.8629435301, output_fired_time: 1.8612886667, propagate_forward_time: 68.8879013062, propagate_backward_time: 109.4087677002, weight_update_time: 0.2189457864, other_time: 3.7665023804
epoch time: 14.6412639618s, input_fired_time: 0.2306902260, output_fired_time: 0.0000000000, propagate_forward_time: 13.7453861237, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6651878357
validation[          , genome  6868] predictions:    9705/  10000 (97.05%), best:    9722/10000 (97.22%), error:       945.49176, best error:       912.66235 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 183.8340911865s, input_fired_time: 1.8585565090, output_fired_time: 1.8359378576, propagate_forward_time: 68.2473220825, propagate_backward_time: 108.0789718628, weight_update_time: 0.2175620496, other_time: 3.8133087158
epoch time: 14.5824775696s, input_fired_time: 0.2312529832, output_fired_time: 0.0000000000, propagate_forward_time: 13.6850337982, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6661911011
validation[          , genome  6868] predictions:    9700/  10000 (97.00%), best:    9722/10000 (97.22%), error:      1060.30737, best error:       912.66235 on epoch:    32, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 187.2950897217s, input_fired_time: 1.8669042587, output_fired_time: 1.8716970682, propagate_forward_time: 69.4067993164, propagate_backward_time: 110.3423233032, weight_update_time: 0.2200993001, other_time: 3.8073654175
epoch time: 14.9106559753s, input_fired_time: 0.2336824238, output_fired_time: 0.0000000000, propagate_forward_time: 13.9843997955, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6925735474
validation[          , genome  6868] predictions:    9673/  10000 (96.73%), best:    9722/10000 (97.22%), error:      1068.20581, best error:       912.66235 on epoch:    32, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 184.2250213623s, input_fired_time: 1.8609654903, output_fired_time: 1.8489514589, propagate_forward_time: 68.4345169067, propagate_backward_time: 108.3251724243, weight_update_time: 0.2184012979, other_time: 3.7554168701
epoch time: 14.3833837509s, input_fired_time: 0.2281849831, output_fired_time: 0.0000000000, propagate_forward_time: 13.4451866150, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7100124359
validation[          , genome  6868] predictions:    9583/  10000 (95.83%), best:    9722/10000 (97.22%), error:      1312.87122, best error:       912.66235 on epoch:    32, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 183.0625457764s, input_fired_time: 1.8464272022, output_fired_time: 1.8317772150, propagate_forward_time: 67.6774215698, propagate_backward_time: 107.8938980103, weight_update_time: 0.2165160477, other_time: 3.8130340576
epoch time: 14.7112998962s, input_fired_time: 0.2333169132, output_fired_time: 0.0000000000, propagate_forward_time: 13.7768611908, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7011213303
validation[          , genome  6868] predictions:    9638/  10000 (96.38%), best:    9722/10000 (97.22%), error:      1146.98120, best error:       912.66235 on epoch:    32, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 185.0067596436s, input_fired_time: 1.8610728979, output_fired_time: 1.8596311808, propagate_forward_time: 68.3711395264, propagate_backward_time: 109.1153869629, weight_update_time: 0.2172330171, other_time: 3.7995300293
epoch time: 14.9070405960s, input_fired_time: 0.2352772206, output_fired_time: 0.0000000000, propagate_forward_time: 13.9703454971, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7014179230
validation[          , genome  6868] predictions:    9723/  10000 (97.23%), best:    9722/10000 (97.22%), error:       937.98047, best error:       912.66235 on epoch:    32, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 184.3119354248s, input_fired_time: 1.8636958599, output_fired_time: 1.8475748301, propagate_forward_time: 68.4485626221, propagate_backward_time: 108.3752288818, weight_update_time: 0.2188127637, other_time: 3.7768707275
epoch time: 14.1660099030s, input_fired_time: 0.2303728461, output_fired_time: 0.0000000000, propagate_forward_time: 13.2467536926, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6888837814
validation[          , genome  6868] predictions:    9719/  10000 (97.19%), best:    9722/10000 (97.22%), error:       933.62170, best error:       912.66235 on epoch:    32, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 183.2686309814s, input_fired_time: 1.8650661707, output_fired_time: 1.8397972584, propagate_forward_time: 68.2152557373, propagate_backward_time: 107.5408706665, weight_update_time: 0.2170710713, other_time: 3.8076400757
epoch time: 14.2384490967s, input_fired_time: 0.2318322062, output_fired_time: 0.0000000000, propagate_forward_time: 13.3019142151, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7047023773
validation[          , genome  6868] predictions:    9746/  10000 (97.46%), best:    9746/10000 (97.46%), error:       895.32758, best error:       895.32758 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 183.6296234131s, input_fired_time: 1.8547488451, output_fired_time: 1.8547666073, propagate_forward_time: 67.9433670044, propagate_backward_time: 108.1379241943, weight_update_time: 0.2298698872, other_time: 3.8388137817
epoch time: 14.9586029053s, input_fired_time: 0.2338119596, output_fired_time: 0.0000000000, propagate_forward_time: 14.0509777069, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6738128662
validation[          , genome  6868] predictions:    9721/  10000 (97.21%), best:    9746/10000 (97.46%), error:       958.39618, best error:       895.32758 on epoch:    43, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 185.7886199951s, input_fired_time: 1.8689984083, output_fired_time: 1.8571453094, propagate_forward_time: 68.8033828735, propagate_backward_time: 109.4883880615, weight_update_time: 0.2198037803, other_time: 3.7706985474
epoch time: 13.4030656815s, input_fired_time: 0.2167419195, output_fired_time: 0.0000000000, propagate_forward_time: 12.5276184082, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6587057114
validation[          , genome  6868] predictions:    9696/  10000 (96.96%), best:    9746/10000 (97.46%), error:      1028.57605, best error:       895.32758 on epoch:    43, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 186.1995697021s, input_fired_time: 1.8760203123, output_fired_time: 1.8619209528, propagate_forward_time: 68.9834899902, propagate_backward_time: 109.6679687500, weight_update_time: 0.2208336890, other_time: 3.8101654053
epoch time: 14.4729585648s, input_fired_time: 0.2297445834, output_fired_time: 0.0000000000, propagate_forward_time: 13.5352478027, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7079658508
validation[          , genome  6868] predictions:    9739/  10000 (97.39%), best:    9739/10000 (97.39%), error:       873.41241, best error:       873.41241 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 183.8540802002s, input_fired_time: 1.8659304380, output_fired_time: 1.8317420483, propagate_forward_time: 68.3677597046, propagate_backward_time: 108.0193634033, weight_update_time: 0.2185977697, other_time: 3.7692794800
epoch time: 14.6303482056s, input_fired_time: 0.2351467758, output_fired_time: 0.0000000000, propagate_forward_time: 13.7178554535, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6773462296
validation[          , genome  6868] predictions:    9666/  10000 (96.66%), best:    9739/10000 (97.39%), error:      1080.43457, best error:       873.41241 on epoch:    46, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 183.3252258301s, input_fired_time: 1.8585077524, output_fired_time: 1.8361303806, propagate_forward_time: 67.7588653564, propagate_backward_time: 108.0499343872, weight_update_time: 0.2174811661, other_time: 3.8217849731
epoch time: 14.8603086472s, input_fired_time: 0.2340555191, output_fired_time: 0.0000000000, propagate_forward_time: 13.9475393295, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6787137985
validation[          , genome  6868] predictions:    9735/  10000 (97.35%), best:    9739/10000 (97.39%), error:       885.99414, best error:       873.41241 on epoch:    46, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 184.6786651611s, input_fired_time: 1.8710474968, output_fired_time: 1.8482464552, propagate_forward_time: 68.4263763428, propagate_backward_time: 108.7562484741, weight_update_time: 0.2171964794, other_time: 3.7767410278
epoch time: 14.6493339539s, input_fired_time: 0.2311211824, output_fired_time: 0.0000000000, propagate_forward_time: 13.7396774292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6785354614
validation[          , genome  6868] predictions:    9724/  10000 (97.24%), best:    9739/10000 (97.39%), error:       920.93518, best error:       873.41241 on epoch:    46, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 186.7708435059s, input_fired_time: 1.8863881826, output_fired_time: 1.8675235510, propagate_forward_time: 69.3895416260, propagate_backward_time: 109.7549133301, weight_update_time: 0.2204161286, other_time: 3.8724822998
epoch time: 14.7950677872s, input_fired_time: 0.2335190624, output_fired_time: 0.0000000000, propagate_forward_time: 13.8864355087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6751136780
validation[          , genome  6868] predictions:    9695/  10000 (96.95%), best:    9739/10000 (97.39%), error:      1016.99164, best error:       873.41241 on epoch:    46, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 186.7439270020s, input_fired_time: 1.8843605518, output_fired_time: 1.8643429279, propagate_forward_time: 69.4159393311, propagate_backward_time: 109.7448959351, weight_update_time: 0.2209257334, other_time: 3.8343887329
epoch time: 14.8217229843s, input_fired_time: 0.2360767871, output_fired_time: 0.0000000000, propagate_forward_time: 13.8992490768, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6863975525
validation[          , genome  6868] predictions:    9735/  10000 (97.35%), best:    9735/10000 (97.35%), error:       867.57043, best error:       867.57043 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 185.0784606934s, input_fired_time: 1.8740819693, output_fired_time: 1.8480366468, propagate_forward_time: 68.8073959351, propagate_backward_time: 108.7765502930, weight_update_time: 0.2198630124, other_time: 3.7723922729
epoch time: 14.5472955704s, input_fired_time: 0.2321878672, output_fired_time: 0.0000000000, propagate_forward_time: 13.6306486130, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6844587326
validation[          , genome  6868] predictions:    9699/  10000 (96.99%), best:    9735/10000 (97.35%), error:      1001.27759, best error:       867.57043 on epoch:    51, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 186.3252868652s, input_fired_time: 1.8832588196, output_fired_time: 1.8719865084, propagate_forward_time: 69.3167266846, propagate_backward_time: 109.4894256592, weight_update_time: 0.2195210606, other_time: 3.7638854980
epoch time: 13.8462753296s, input_fired_time: 0.2275070250, output_fired_time: 0.0000000000, propagate_forward_time: 12.9439678192, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6748008728
validation[          , genome  6868] predictions:    9712/  10000 (97.12%), best:    9735/10000 (97.35%), error:       953.42224, best error:       867.57043 on epoch:    51, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 184.5648651123s, input_fired_time: 1.8680908680, output_fired_time: 1.8480820656, propagate_forward_time: 68.0779037476, propagate_backward_time: 108.9085464478, weight_update_time: 0.2186659575, other_time: 3.8622436523
epoch time: 14.5708065033s, input_fired_time: 0.2313428819, output_fired_time: 0.0000000000, propagate_forward_time: 13.6632413864, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6762218475
validation[          , genome  6868] predictions:    9682/  10000 (96.82%), best:    9735/10000 (97.35%), error:      1028.21497, best error:       867.57043 on epoch:    51, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 184.7823181152s, input_fired_time: 1.8721956015, output_fired_time: 1.8530809879, propagate_forward_time: 68.6989974976, propagate_backward_time: 108.5726852417, weight_update_time: 0.2168534547, other_time: 3.7853546143
epoch time: 14.8508510590s, input_fired_time: 0.2377076745, output_fired_time: 0.0000000000, propagate_forward_time: 13.9160060883, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6971368790
validation[          , genome  6868] predictions:    9736/  10000 (97.36%), best:    9736/10000 (97.36%), error:       845.50500, best error:       845.50500 on epoch:    55, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 182.1920471191s, input_fired_time: 1.8505997658, output_fired_time: 1.8110845089, propagate_forward_time: 67.2368545532, propagate_backward_time: 107.5780410767, weight_update_time: 0.2162480056, other_time: 3.7154693604
epoch time: 14.6693201065s, input_fired_time: 0.2337234616, output_fired_time: 0.0000000000, propagate_forward_time: 13.7635545731, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6720418930
validation[          , genome  6868] predictions:    9736/  10000 (97.36%), best:    9736/10000 (97.36%), error:       891.97778, best error:       845.50500 on epoch:    55, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 186.2090301514s, input_fired_time: 1.8832253218, output_fired_time: 1.8642891645, propagate_forward_time: 69.0149154663, propagate_backward_time: 109.6326370239, weight_update_time: 0.2200505883, other_time: 3.8139648438
epoch time: 14.7134428024s, input_fired_time: 0.2343448699, output_fired_time: 0.0000000000, propagate_forward_time: 13.7986307144, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6804676056
validation[          , genome  6868] predictions:    9730/  10000 (97.30%), best:    9736/10000 (97.36%), error:       850.06085, best error:       845.50500 on epoch:    55, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 186.2081909180s, input_fired_time: 1.8762032986, output_fired_time: 1.8716335297, propagate_forward_time: 68.9758453369, propagate_backward_time: 109.7023010254, weight_update_time: 0.2191863060, other_time: 3.7822113037
epoch time: 14.6974401474s, input_fired_time: 0.2329504788, output_fired_time: 0.0000000000, propagate_forward_time: 13.7953701019, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6691198349
validation[          , genome  6868] predictions:    9725/  10000 (97.25%), best:    9736/10000 (97.36%), error:       938.70636, best error:       845.50500 on epoch:    55, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 183.2467803955s, input_fired_time: 1.8711690903, output_fired_time: 1.8476996422, propagate_forward_time: 67.9226684570, propagate_backward_time: 107.8106918335, weight_update_time: 0.2172217667, other_time: 3.7945480347
epoch time: 14.1150207520s, input_fired_time: 0.2315307260, output_fired_time: 0.0000000000, propagate_forward_time: 13.2234306335, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6600589752
validation[          , genome  6868] predictions:    9676/  10000 (96.76%), best:    9736/10000 (97.36%), error:      1034.15088, best error:       845.50500 on epoch:    55, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 185.8341369629s, input_fired_time: 1.8815460205, output_fired_time: 1.8688243628, propagate_forward_time: 68.8169784546, propagate_backward_time: 109.5177612305, weight_update_time: 0.2172442973, other_time: 3.7490310669
epoch time: 14.7335720062s, input_fired_time: 0.2352219075, output_fired_time: 0.0000000000, propagate_forward_time: 13.8185968399, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6797533035
validation[          , genome  6868] predictions:    9694/  10000 (96.94%), best:    9736/10000 (97.36%), error:       923.17957, best error:       845.50500 on epoch:    55, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 183.4287567139s, input_fired_time: 1.8626642227, output_fired_time: 1.8236820698, propagate_forward_time: 68.0474395752, propagate_backward_time: 107.9631423950, weight_update_time: 0.2161051035, other_time: 3.7318191528
epoch time: 14.5336408615s, input_fired_time: 0.2318923473, output_fired_time: 0.0000000000, propagate_forward_time: 13.5990953445, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7026529312
validation[          , genome  6868] predictions:    9711/  10000 (97.11%), best:    9736/10000 (97.36%), error:       941.28949, best error:       845.50500 on epoch:    55, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 184.1216735840s, input_fired_time: 1.8733537197, output_fired_time: 1.8402292728, propagate_forward_time: 68.3917083740, propagate_backward_time: 108.1589813232, weight_update_time: 0.2190607786, other_time: 3.8574066162
epoch time: 14.7136898041s, input_fired_time: 0.2354953140, output_fired_time: 0.0000000000, propagate_forward_time: 13.7919883728, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6862058640
validation[          , genome  6868] predictions:    9717/  10000 (97.17%), best:    9736/10000 (97.36%), error:       996.11066, best error:       845.50500 on epoch:    55, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 182.0584259033s, input_fired_time: 1.8595696688, output_fired_time: 1.8232443333, propagate_forward_time: 67.3363342285, propagate_backward_time: 107.3390426636, weight_update_time: 0.2167839557, other_time: 3.7002334595
epoch time: 14.6218748093s, input_fired_time: 0.2348680049, output_fired_time: 0.0000000000, propagate_forward_time: 13.6788311005, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7081756592
validation[          , genome  6868] predictions:    9496/  10000 (94.96%), best:    9736/10000 (97.36%), error:      1653.89087, best error:       845.50500 on epoch:    55, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 183.2958679199s, input_fired_time: 1.8653110266, output_fired_time: 1.8496433496, propagate_forward_time: 67.7501068115, propagate_backward_time: 107.9909896851, weight_update_time: 0.2159999907, other_time: 3.8398208618
epoch time: 15.0536260605s, input_fired_time: 0.2401985377, output_fired_time: 0.0000000000, propagate_forward_time: 14.1238927841, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6895351410
validation[          , genome  6868] predictions:    9647/  10000 (96.47%), best:    9736/10000 (97.36%), error:      1096.67786, best error:       845.50500 on epoch:    55, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 185.9591827393s, input_fired_time: 1.8844685555, output_fired_time: 1.8662865162, propagate_forward_time: 68.8279190063, propagate_backward_time: 109.5657730103, weight_update_time: 0.2188995034, other_time: 3.8147277832
epoch time: 15.1885042191s, input_fired_time: 0.2384626865, output_fired_time: 0.0000000000, propagate_forward_time: 14.2822790146, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6677627563
validation[          , genome  6868] predictions:    9720/  10000 (97.20%), best:    9736/10000 (97.36%), error:       916.16998, best error:       845.50500 on epoch:    55, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 184.0136108398s, input_fired_time: 1.8716552258, output_fired_time: 1.8454275131, propagate_forward_time: 68.1983261108, propagate_backward_time: 108.3360748291, weight_update_time: 0.2170693725, other_time: 3.7621231079
epoch time: 14.4004487991s, input_fired_time: 0.2347215861, output_fired_time: 0.0000000000, propagate_forward_time: 13.4921646118, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6735630035
validation[          , genome  6868] predictions:    9683/  10000 (96.83%), best:    9736/10000 (97.36%), error:      1019.25262, best error:       845.50500 on epoch:    55, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 187.6980743408s, input_fired_time: 1.8947414160, output_fired_time: 1.8830630779, propagate_forward_time: 69.6788787842, propagate_backward_time: 110.3955307007, weight_update_time: 0.2199140489, other_time: 3.8458633423
epoch time: 14.9119977951s, input_fired_time: 0.2378647327, output_fired_time: 0.0000000000, propagate_forward_time: 13.9731693268, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7009639740
validation[          , genome  6868] predictions:    9670/  10000 (96.70%), best:    9736/10000 (97.36%), error:       994.29456, best error:       845.50500 on epoch:    55, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 183.6626129150s, input_fired_time: 1.8763536215, output_fired_time: 1.8375973701, propagate_forward_time: 68.0475463867, propagate_backward_time: 108.1545715332, weight_update_time: 0.2181944251, other_time: 3.7465362549
epoch time: 15.0083322525s, input_fired_time: 0.2383731604, output_fired_time: 0.0000000000, propagate_forward_time: 14.0876922607, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6822671890
validation[          , genome  6868] predictions:    9727/  10000 (97.27%), best:    9736/10000 (97.36%), error:       925.29395, best error:       845.50500 on epoch:    55, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 184.6647338867s, input_fired_time: 1.8860073090, output_fired_time: 1.8667076826, propagate_forward_time: 68.6027297974, propagate_backward_time: 108.5502014160, weight_update_time: 0.2173343748, other_time: 3.7590866089
epoch time: 15.1556901932s, input_fired_time: 0.2384724617, output_fired_time: 0.0000000000, propagate_forward_time: 14.2425603867, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6746568680
validation[          , genome  6868] predictions:    9743/  10000 (97.43%), best:    9736/10000 (97.36%), error:       883.11414, best error:       845.50500 on epoch:    55, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 182.0230102539s, input_fired_time: 1.8662750721, output_fired_time: 1.8122630119, propagate_forward_time: 67.2883758545, propagate_backward_time: 107.3106842041, weight_update_time: 0.2158838511, other_time: 3.7454223633
epoch time: 14.9457712173s, input_fired_time: 0.2380699664, output_fired_time: 0.0000000000, propagate_forward_time: 14.0175313950, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6901702881
validation[          , genome  6868] predictions:    9716/  10000 (97.16%), best:    9736/10000 (97.36%), error:       930.20837, best error:       845.50500 on epoch:    55, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 184.3388214111s, input_fired_time: 1.8786985874, output_fired_time: 1.8450874090, propagate_forward_time: 68.2220077515, propagate_backward_time: 108.5782470703, weight_update_time: 0.2178195715, other_time: 3.8147811890
epoch time: 14.9282569885s, input_fired_time: 0.2394246459, output_fired_time: 0.0000000000, propagate_forward_time: 14.0006771088, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6881551743
validation[          , genome  6868] predictions:    9711/  10000 (97.11%), best:    9736/10000 (97.36%), error:      1001.84222, best error:       845.50500 on epoch:    55, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 184.5328063965s, input_fired_time: 1.8842358589, output_fired_time: 1.8562567234, propagate_forward_time: 68.3477401733, propagate_backward_time: 108.5736389160, weight_update_time: 0.2174753994, other_time: 3.8709335327
epoch time: 14.4067592621s, input_fired_time: 0.2337938100, output_fired_time: 0.0000000000, propagate_forward_time: 13.5015039444, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6714611053
validation[          , genome  6868] predictions:    9750/  10000 (97.50%), best:    9750/10000 (97.50%), error:       824.50000, best error:       824.50000 on epoch:    72, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 184.5898437500s, input_fired_time: 1.8904985189, output_fired_time: 1.8543858528, propagate_forward_time: 68.5230255127, propagate_backward_time: 108.5536880493, weight_update_time: 0.2174232602, other_time: 3.7682418823
epoch time: 14.8155145645s, input_fired_time: 0.2374047935, output_fired_time: 0.0000000000, propagate_forward_time: 13.9116792679, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6664304733
validation[          , genome  6868] predictions:    9728/  10000 (97.28%), best:    9750/10000 (97.50%), error:       919.94141, best error:       824.50000 on epoch:    72, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 186.3630523682s, input_fired_time: 1.8985180855, output_fired_time: 1.8704394102, propagate_forward_time: 69.2215194702, propagate_backward_time: 109.6167984009, weight_update_time: 0.2183302641, other_time: 3.7557830811
epoch time: 14.6107635498s, input_fired_time: 0.2369458228, output_fired_time: 0.0000000000, propagate_forward_time: 13.7077407837, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6660766602
validation[          , genome  6868] predictions:    9740/  10000 (97.40%), best:    9750/10000 (97.50%), error:       887.05219, best error:       824.50000 on epoch:    72, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 182.5845947266s, input_fired_time: 1.8747986555, output_fired_time: 1.8345612288, propagate_forward_time: 67.8802337646, propagate_backward_time: 107.2122497559, weight_update_time: 0.2158107013, other_time: 3.7827453613
epoch time: 14.2380876541s, input_fired_time: 0.2317920625, output_fired_time: 0.0000000000, propagate_forward_time: 13.3191156387, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6871795654
validation[          , genome  6868] predictions:    9746/  10000 (97.46%), best:    9750/10000 (97.50%), error:       854.93268, best error:       824.50000 on epoch:    72, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 186.4705200195s, input_fired_time: 1.8956820965, output_fired_time: 1.8769670725, propagate_forward_time: 68.9278869629, propagate_backward_time: 109.9210357666, weight_update_time: 0.2201358974, other_time: 3.8489532471
epoch time: 13.9530944824s, input_fired_time: 0.2300331146, output_fired_time: 0.0000000000, propagate_forward_time: 13.0185375214, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7045240402
validation[          , genome  6868] predictions:    9727/  10000 (97.27%), best:    9750/10000 (97.50%), error:       930.61884, best error:       824.50000 on epoch:    72, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 184.8817291260s, input_fired_time: 1.8889989853, output_fired_time: 1.8475679159, propagate_forward_time: 68.5058364868, propagate_backward_time: 108.8053970337, weight_update_time: 0.2191340178, other_time: 3.8339385986
epoch time: 15.0041570663s, input_fired_time: 0.2373928577, output_fired_time: 0.0000000000, propagate_forward_time: 14.0841341019, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6826305389
validation[          , genome  6868] predictions:    9624/  10000 (96.24%), best:    9750/10000 (97.50%), error:      1245.73560, best error:       824.50000 on epoch:    72, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 184.5536041260s, input_fired_time: 1.8839569092, output_fired_time: 1.8509317636, propagate_forward_time: 68.1512908936, propagate_backward_time: 108.8572463989, weight_update_time: 0.2195135057, other_time: 3.8101730347
epoch time: 14.6905136108s, input_fired_time: 0.2370374799, output_fired_time: 0.0000000000, propagate_forward_time: 13.7889394760, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6645364761
validation[          , genome  6868] predictions:    9737/  10000 (97.37%), best:    9750/10000 (97.50%), error:       870.07294, best error:       824.50000 on epoch:    72, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 184.9682617188s, input_fired_time: 1.8936510086, output_fired_time: 1.8542212248, propagate_forward_time: 68.6455383301, propagate_backward_time: 108.7969207764, weight_update_time: 0.2187624574, other_time: 3.7779388428
epoch time: 14.4849119186s, input_fired_time: 0.2369641215, output_fired_time: 0.0000000000, propagate_forward_time: 13.5630083084, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6849393845
validation[          , genome  6868] predictions:    9716/  10000 (97.16%), best:    9750/10000 (97.50%), error:       949.46057, best error:       824.50000 on epoch:    72, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 182.4741210938s, input_fired_time: 1.8785822392, output_fired_time: 1.8321715593, propagate_forward_time: 67.4237518311, propagate_backward_time: 107.5694732666, weight_update_time: 0.2157671601, other_time: 3.7701416016
epoch time: 14.8448209763s, input_fired_time: 0.2421182543, output_fired_time: 0.0000000000, propagate_forward_time: 13.9232168198, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6794862747
validation[          , genome  6868] predictions:    9741/  10000 (97.41%), best:    9750/10000 (97.50%), error:       861.21271, best error:       824.50000 on epoch:    72, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 185.9651794434s, input_fired_time: 1.9028786421, output_fired_time: 1.8593888283, propagate_forward_time: 69.0793838501, propagate_backward_time: 109.3192901611, weight_update_time: 0.2197730839, other_time: 3.8042373657
epoch time: 14.6841125488s, input_fired_time: 0.2409544438, output_fired_time: 0.0000000000, propagate_forward_time: 13.7218151093, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7213430405
validation[          , genome  6868] predictions:    9657/  10000 (96.57%), best:    9750/10000 (97.50%), error:      1180.63818, best error:       824.50000 on epoch:    72, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 186.8099822998s, input_fired_time: 1.9067068100, output_fired_time: 1.8671060801, propagate_forward_time: 69.4371490479, propagate_backward_time: 109.8069992065, weight_update_time: 0.2203299850, other_time: 3.7920150757
epoch time: 14.7314834595s, input_fired_time: 0.2390387207, output_fired_time: 0.0000000000, propagate_forward_time: 13.7987632751, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6936817169
validation[          , genome  6868] predictions:    9729/  10000 (97.29%), best:    9750/10000 (97.50%), error:       891.91309, best error:       824.50000 on epoch:    72, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 186.1750183105s, input_fired_time: 1.8957750797, output_fired_time: 1.8697346449, propagate_forward_time: 68.8695907593, propagate_backward_time: 109.7272567749, weight_update_time: 0.2202538550, other_time: 3.8126525879
epoch time: 14.4150466919s, input_fired_time: 0.2374849319, output_fired_time: 0.0000000000, propagate_forward_time: 13.5065355301, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6710262299
validation[          , genome  6868] predictions:    9725/  10000 (97.25%), best:    9750/10000 (97.50%), error:       971.64600, best error:       824.50000 on epoch:    72, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 185.5982818604s, input_fired_time: 1.9024510384, output_fired_time: 1.8572107553, propagate_forward_time: 68.7612380981, propagate_backward_time: 109.3082962036, weight_update_time: 0.2190541178, other_time: 3.7690887451
epoch time: 14.1912593842s, input_fired_time: 0.2338458598, output_fired_time: 0.0000000000, propagate_forward_time: 13.1897439957, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7676696777
validation[          , genome  6868] predictions:    9724/  10000 (97.24%), best:    9750/10000 (97.50%), error:       942.69598, best error:       824.50000 on epoch:    72, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 184.1422882080s, input_fired_time: 1.8940465450, output_fired_time: 1.8453462124, propagate_forward_time: 68.3612594604, propagate_backward_time: 108.3084640503, weight_update_time: 0.2187807262, other_time: 3.7331695557
epoch time: 14.7201862335s, input_fired_time: 0.2391090542, output_fired_time: 0.0000000000, propagate_forward_time: 13.8071355820, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6739416122
validation[          , genome  6868] predictions:    9717/  10000 (97.17%), best:    9750/10000 (97.50%), error:       950.36499, best error:       824.50000 on epoch:    72, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 182.5463256836s, input_fired_time: 1.8871796131, output_fired_time: 1.8203353882, propagate_forward_time: 67.6141052246, propagate_backward_time: 107.4466781616, weight_update_time: 0.2153548747, other_time: 3.7780227661
epoch time: 14.7258110046s, input_fired_time: 0.2401637882, output_fired_time: 0.0000000000, propagate_forward_time: 13.7884607315, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6971864700
validation[          , genome  6868] predictions:    9648/  10000 (96.48%), best:    9750/10000 (97.50%), error:      1141.91626, best error:       824.50000 on epoch:    72, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 183.6423187256s, input_fired_time: 1.8832974434, output_fired_time: 1.8418070078, propagate_forward_time: 68.0773010254, propagate_backward_time: 108.0233154297, weight_update_time: 0.2165297866, other_time: 3.8165893555
epoch time: 14.7747440338s, input_fired_time: 0.2396776378, output_fired_time: 0.0000000000, propagate_forward_time: 13.8036966324, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7313699722
validation[          , genome  6868] predictions:    9727/  10000 (97.27%), best:    9750/10000 (97.50%), error:       920.43878, best error:       824.50000 on epoch:    72, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 185.8402862549s, input_fired_time: 1.9023061991, output_fired_time: 1.8558933735, propagate_forward_time: 69.0323181152, propagate_backward_time: 109.2279205322, weight_update_time: 0.2196923792, other_time: 3.8218383789
epoch time: 14.2921905518s, input_fired_time: 0.2355447561, output_fired_time: 0.0000000000, propagate_forward_time: 13.3926563263, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6639890671
validation[          , genome  6868] predictions:    9698/  10000 (96.98%), best:    9750/10000 (97.50%), error:      1036.03308, best error:       824.50000 on epoch:    72, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 184.1499481201s, input_fired_time: 1.9075040817, output_fired_time: 1.8444608450, propagate_forward_time: 68.3007659912, propagate_backward_time: 108.2918701172, weight_update_time: 0.2180554718, other_time: 3.8053436279
epoch time: 15.0043811798s, input_fired_time: 0.2427953333, output_fired_time: 0.0000000000, propagate_forward_time: 14.0813589096, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6802272797
validation[          , genome  6868] predictions:    9735/  10000 (97.35%), best:    9750/10000 (97.50%), error:       913.99127, best error:       824.50000 on epoch:    72, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 183.4580993652s, input_fired_time: 1.8900029659, output_fired_time: 1.8555600643, propagate_forward_time: 67.7576370239, propagate_backward_time: 108.0950469971, weight_update_time: 0.2173422724, other_time: 3.8598556519
epoch time: 14.4864330292s, input_fired_time: 0.2378705293, output_fired_time: 0.0000000000, propagate_forward_time: 13.5767068863, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6718559265
validation[          , genome  6868] predictions:    9728/  10000 (97.28%), best:    9750/10000 (97.50%), error:       922.60632, best error:       824.50000 on epoch:    72, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 180.8699493408s, input_fired_time: 1.8775587082, output_fired_time: 1.8064550161, propagate_forward_time: 66.8709411621, propagate_backward_time: 106.5271682739, weight_update_time: 0.2160232365, other_time: 3.7878189087
epoch time: 14.6173534393s, input_fired_time: 0.2409162372, output_fired_time: 0.0000000000, propagate_forward_time: 13.6433219910, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7331151962
validation[          , genome  6868] predictions:    9720/  10000 (97.20%), best:    9750/10000 (97.50%), error:       975.57965, best error:       824.50000 on epoch:    72, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 183.0156860352s, input_fired_time: 1.8941202164, output_fired_time: 1.8330959082, propagate_forward_time: 67.9951095581, propagate_backward_time: 107.5213775635, weight_update_time: 0.2161639333, other_time: 3.7719802856
epoch time: 14.7747859955s, input_fired_time: 0.2399371713, output_fired_time: 0.0000000000, propagate_forward_time: 13.8652963638, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6695528030
validation[          , genome  6868] predictions:    9710/  10000 (97.10%), best:    9750/10000 (97.50%), error:       959.64020, best error:       824.50000 on epoch:    72, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 181.7582550049s, input_fired_time: 1.8863427639, output_fired_time: 1.8178615570, propagate_forward_time: 67.1469421387, propagate_backward_time: 107.1266479492, weight_update_time: 0.2163219154, other_time: 3.7804718018
epoch time: 14.8193893433s, input_fired_time: 0.2395587415, output_fired_time: 0.0000000000, propagate_forward_time: 13.9128847122, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6669454575
validation[          , genome  6868] predictions:    9712/  10000 (97.12%), best:    9750/10000 (97.50%), error:       976.73590, best error:       824.50000 on epoch:    72, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 182.1985321045s, input_fired_time: 1.8949768543, output_fired_time: 1.8349723816, propagate_forward_time: 67.6546936035, propagate_backward_time: 107.0104522705, weight_update_time: 0.2160426527, other_time: 3.8034362793
epoch time: 14.7928762436s, input_fired_time: 0.2415741235, output_fired_time: 0.0000000000, propagate_forward_time: 13.8733682632, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6779336929
validation[          , genome  6868] predictions:    9716/  10000 (97.16%), best:    9750/10000 (97.50%), error:       975.74243, best error:       824.50000 on epoch:    72, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 184.9616241455s, input_fired_time: 1.9031862020, output_fired_time: 1.8428876400, propagate_forward_time: 68.6462707520, propagate_backward_time: 108.7746124268, weight_update_time: 0.2191572934, other_time: 3.7946777344
epoch time: 14.2425012589s, input_fired_time: 0.2351578474, output_fired_time: 0.0000000000, propagate_forward_time: 13.3219718933, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6853713989
validation[          , genome  6868] predictions:    9727/  10000 (97.27%), best:    9750/10000 (97.50%), error:       977.14197, best error:       824.50000 on epoch:    72, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 183.2392730713s, input_fired_time: 1.8925757408, output_fired_time: 1.8274253607, propagate_forward_time: 67.7400665283, propagate_backward_time: 107.9878234863, weight_update_time: 0.2173218578, other_time: 3.7913818359
epoch time: 14.3112068176s, input_fired_time: 0.2353831232, output_fired_time: 0.0000000000, propagate_forward_time: 13.3883924484, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6874313354
validation[          , genome  6868] predictions:    9729/  10000 (97.29%), best:    9750/10000 (97.50%), error:       923.79321, best error:       824.50000 on epoch:    72, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 185.2101745605s, input_fired_time: 1.9050310850, output_fired_time: 1.8491691351, propagate_forward_time: 68.6894607544, propagate_backward_time: 109.0123519897, weight_update_time: 0.2182687223, other_time: 3.7541656494
epoch time: 14.8696718216s, input_fired_time: 0.2425131351, output_fired_time: 0.0000000000, propagate_forward_time: 13.9561719894, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6709871292
validation[          , genome  6868] predictions:    9637/  10000 (96.37%), best:    9750/10000 (97.50%), error:      1151.43665, best error:       824.50000 on epoch:    72, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 184.3279724121s, input_fired_time: 1.9019670486, output_fired_time: 1.8539663553, propagate_forward_time: 68.1514205933, propagate_backward_time: 108.5696792603, weight_update_time: 0.2175955921, other_time: 3.8509368896
epoch time: 15.0005321503s, input_fired_time: 0.2429378331, output_fired_time: 0.0000000000, propagate_forward_time: 14.0818471909, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6757469177
validation[          , genome  6868] predictions:    9754/  10000 (97.54%), best:    9750/10000 (97.50%), error:       870.20605, best error:       824.50000 on epoch:    72, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 184.2191009521s, input_fired_time: 1.9024549723, output_fired_time: 1.8376879692, propagate_forward_time: 68.4548339844, propagate_backward_time: 108.2296371460, weight_update_time: 0.2170021683, other_time: 3.7944869995
epoch time: 14.7871904373s, input_fired_time: 0.2418106198, output_fired_time: 0.0000000000, propagate_forward_time: 13.8529415131, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6924381256
validation[          , genome  6868] predictions:    9752/  10000 (97.52%), best:    9750/10000 (97.50%), error:       842.31946, best error:       824.50000 on epoch:    72, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 182.2171478271s, input_fired_time: 1.8991533518, output_fired_time: 1.8288121223, propagate_forward_time: 67.5859146118, propagate_backward_time: 107.0954208374, weight_update_time: 0.2148385048, other_time: 3.8078460693
epoch time: 14.7234420776s, input_fired_time: 0.2421743274, output_fired_time: 0.0000000000, propagate_forward_time: 13.7544193268, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7268486023
validation[          , genome  6868] predictions:    9736/  10000 (97.36%), best:    9750/10000 (97.50%), error:       893.42017, best error:       824.50000 on epoch:    72, epoch:  100/100, mu: 0.9870989323, learning_rate: 0.0000740065, weight_decay: 0.0000029603

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 73.7874221802s, input_fired_time: 1.1886659861, output_fired_time: 0.0000000000, propagate_forward_time: 69.0717697144, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.5269851685
best training[          , genome  6868] predictions:   49557/  50000 (99.11%), best:    9750/10000 (97.50%), error:      1798.36707, best error:       824.50000 on epoch:    72, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 14.7332305908s, input_fired_time: 0.2361751199, output_fired_time: 0.0000000000, propagate_forward_time: 13.8195905685, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6774644852
   testing[          , genome  6868] predictions:    9782/  10000 (97.82%), best:    9750/10000 (97.50%), error:       712.14026, best error:       824.50000 on epoch:    72, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
09:51:45 (3968): called boinc_finish(0)

</stderr_txt>
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