Nameexact_genome_1512568488_45_3615_1
Workunit2589302
Created7 Dec 2017, 5:43:19 UTC
Sent7 Dec 2017, 5:46:14 UTC
Report deadline9 Dec 2017, 8:35:14 UTC
Received7 Dec 2017, 6:58:49 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID49051
Run time1 hours 8 min 47 sec
CPU time1 hours 8 min 27 sec
Validate stateValid
Credit529.34
Device peak FLOPS1.56 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size150.92 MB
Peak swap size155.63 MB
Peak disk usage1.39 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.0367093831, output_fired_time: 0.0000000000, propagate_forward_time: 2.7972991467, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3706142902
validation[          , genome  3615] predictions:    9406/  10000 (94.06%), best:    9406/10000 (94.06%), error:      2062.43359, best error:      2062.43359 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 37.3450050354s, input_fired_time: 0.2979311943, output_fired_time: 0.2805507779, propagate_forward_time: 13.8618278503, propagate_backward_time: 20.7776947021, weight_update_time: 0.0962259993, other_time: 2.1269989014
epoch time: 3.2102441788s, input_fired_time: 0.0373539962, output_fired_time: 0.0000000000, propagate_forward_time: 2.7961370945, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3767530918
validation[          , genome  3615] predictions:    9430/  10000 (94.30%), best:    9430/10000 (94.30%), error:      2042.19385, best error:      2042.19385 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 37.2093124390s, input_fired_time: 0.2985449433, output_fired_time: 0.2791566551, propagate_forward_time: 13.7808208466, propagate_backward_time: 20.7181243896, weight_update_time: 0.0964691937, other_time: 2.1326656342
epoch time: 3.2094080448s, input_fired_time: 0.0378946774, output_fired_time: 0.0000000000, propagate_forward_time: 2.7859001160, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3856132030
validation[          , genome  3615] predictions:    9413/  10000 (94.13%), best:    9430/10000 (94.30%), error:      2109.28247, best error:      2042.19385 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 36.6309471130s, input_fired_time: 0.2964966297, output_fired_time: 0.2766800523, propagate_forward_time: 13.5601415634, propagate_backward_time: 20.3782157898, weight_update_time: 0.0951733515, other_time: 2.1194114685
epoch time: 3.1204264164s, input_fired_time: 0.0369735770, output_fired_time: 0.0000000000, propagate_forward_time: 2.7134649754, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3699879646
validation[          , genome  3615] predictions:    9321/  10000 (93.21%), best:    9430/10000 (94.30%), error:      2294.90430, best error:      2042.19385 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 37.3903884888s, input_fired_time: 0.2982455790, output_fired_time: 0.2807044983, propagate_forward_time: 13.9094820023, propagate_backward_time: 20.7994365692, weight_update_time: 0.0964087844, other_time: 2.1025218964
epoch time: 3.1911904812s, input_fired_time: 0.0369520746, output_fired_time: 0.0000000000, propagate_forward_time: 2.7792947292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3749437332
validation[          , genome  3615] predictions:    9415/  10000 (94.15%), best:    9415/10000 (94.15%), error:      2036.82568, best error:      2036.82568 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 36.9821090698s, input_fired_time: 0.2968989015, output_fired_time: 0.2781878412, propagate_forward_time: 13.7012662888, propagate_backward_time: 20.6018924713, weight_update_time: 0.0957037657, other_time: 2.1038646698
epoch time: 3.1914021969s, input_fired_time: 0.0370042920, output_fired_time: 0.0000000000, propagate_forward_time: 2.7814228535, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3729751110
validation[          , genome  3615] predictions:    9437/  10000 (94.37%), best:    9437/10000 (94.37%), error:      1993.39172, best error:      1993.39172 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 37.5101394653s, input_fired_time: 0.2992751002, output_fired_time: 0.2811802030, propagate_forward_time: 13.9357318878, propagate_backward_time: 20.8669528961, weight_update_time: 0.0975449160, other_time: 2.1269989014
epoch time: 3.1864607334s, input_fired_time: 0.0373678170, output_fired_time: 0.0000000000, propagate_forward_time: 2.7695598602, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3795330524
validation[          , genome  3615] predictions:    9419/  10000 (94.19%), best:    9437/10000 (94.37%), error:      2008.22620, best error:      1993.39172 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 37.0185661316s, input_fired_time: 0.2978478670, output_fired_time: 0.2780332863, propagate_forward_time: 13.7515573502, propagate_backward_time: 20.5755386353, weight_update_time: 0.0959274694, other_time: 2.1155891418
epoch time: 3.1282043457s, input_fired_time: 0.0365972482, output_fired_time: 0.0000000000, propagate_forward_time: 2.7264742851, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3651328087
validation[          , genome  3615] predictions:    9418/  10000 (94.18%), best:    9437/10000 (94.37%), error:      2042.99402, best error:      1993.39172 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 36.7723464966s, input_fired_time: 0.2974595726, output_fired_time: 0.2768617272, propagate_forward_time: 13.6308317184, propagate_backward_time: 20.4545269012, weight_update_time: 0.0956228599, other_time: 2.1126651764
epoch time: 3.2511112690s, input_fired_time: 0.0384143405, output_fired_time: 0.0000000000, propagate_forward_time: 2.8321900368, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3805069923
validation[          , genome  3615] predictions:    9378/  10000 (93.78%), best:    9437/10000 (94.37%), error:      2086.83765, best error:      1993.39172 on epoch:    19, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 37.3080978394s, input_fired_time: 0.3002289534, output_fired_time: 0.2802989483, propagate_forward_time: 13.8465862274, propagate_backward_time: 20.7465457916, weight_update_time: 0.0970953926, other_time: 2.1344375610
epoch time: 3.1382312775s, input_fired_time: 0.0373084173, output_fired_time: 0.0000000000, propagate_forward_time: 2.7290353775, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3718874454
validation[          , genome  3615] predictions:    9415/  10000 (94.15%), best:    9437/10000 (94.37%), error:      2043.75012, best error:      1993.39172 on epoch:    19, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 37.4116058350s, input_fired_time: 0.2995428741, output_fired_time: 0.2815148830, propagate_forward_time: 13.9031763077, propagate_backward_time: 20.8459949493, weight_update_time: 0.0960524380, other_time: 2.0813808441
epoch time: 3.1862037182s, input_fired_time: 0.0377021655, output_fired_time: 0.0000000000, propagate_forward_time: 2.7728276253, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3756740093
validation[          , genome  3615] predictions:    9442/  10000 (94.42%), best:    9442/10000 (94.42%), error:      1982.77832, best error:      1982.77832 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 37.0286560059s, input_fired_time: 0.2992816269, output_fired_time: 0.2787352800, propagate_forward_time: 13.7276782990, propagate_backward_time: 20.5968837738, weight_update_time: 0.0966151431, other_time: 2.1260757446
epoch time: 3.1748459339s, input_fired_time: 0.0377093256, output_fired_time: 0.0000000000, propagate_forward_time: 2.7633039951, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3738327026
validation[          , genome  3615] predictions:    9420/  10000 (94.20%), best:    9442/10000 (94.42%), error:      2038.94434, best error:      1982.77832 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 37.3450088501s, input_fired_time: 0.2997179627, output_fired_time: 0.2810319662, propagate_forward_time: 13.8255195618, propagate_backward_time: 20.8100547791, weight_update_time: 0.0963258222, other_time: 2.1286849976
epoch time: 2.9946992397s, input_fired_time: 0.0363243632, output_fired_time: 0.0000000000, propagate_forward_time: 2.5891640186, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3692109585
validation[          , genome  3615] predictions:    9372/  10000 (93.72%), best:    9442/10000 (94.42%), error:      2103.40015, best error:      1982.77832 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 36.7564163208s, input_fired_time: 0.2983493507, output_fired_time: 0.2758610249, propagate_forward_time: 13.5452976227, propagate_backward_time: 20.4806346893, weight_update_time: 0.0962168500, other_time: 2.1562767029
epoch time: 3.2187006474s, input_fired_time: 0.0383329391, output_fired_time: 0.0000000000, propagate_forward_time: 2.8023169041, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3780508041
validation[          , genome  3615] predictions:    9423/  10000 (94.23%), best:    9442/10000 (94.42%), error:      1990.89929, best error:      1982.77832 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 37.3789978027s, input_fired_time: 0.2996801138, output_fired_time: 0.2803921402, propagate_forward_time: 13.8975362778, propagate_backward_time: 20.7980079651, weight_update_time: 0.0962761864, other_time: 2.1033821106
epoch time: 3.1921498775s, input_fired_time: 0.0376883186, output_fired_time: 0.0000000000, propagate_forward_time: 2.7800335884, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3744280338
validation[          , genome  3615] predictions:    9442/  10000 (94.42%), best:    9442/10000 (94.42%), error:      1951.43030, best error:      1951.43030 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 37.0869712830s, input_fired_time: 0.3007117212, output_fired_time: 0.2783061862, propagate_forward_time: 13.7732191086, propagate_backward_time: 20.6128253937, weight_update_time: 0.0960975289, other_time: 2.1219081879
epoch time: 3.1853215694s, input_fired_time: 0.0376955010, output_fired_time: 0.0000000000, propagate_forward_time: 2.7765245438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3711016178
validation[          , genome  3615] predictions:    9413/  10000 (94.13%), best:    9442/10000 (94.42%), error:      1999.27490, best error:      1951.43030 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 37.0980529785s, input_fired_time: 0.2994504273, output_fired_time: 0.2781551480, propagate_forward_time: 13.7732305527, propagate_backward_time: 20.6546573639, weight_update_time: 0.0964574665, other_time: 2.0925579071
epoch time: 3.1974487305s, input_fired_time: 0.0378875062, output_fired_time: 0.0000000000, propagate_forward_time: 2.7817785740, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3777825832
validation[          , genome  3615] predictions:    9347/  10000 (93.47%), best:    9442/10000 (94.42%), error:      2139.64087, best error:      1951.43030 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 37.4077682495s, input_fired_time: 0.3020783663, output_fired_time: 0.2813706398, propagate_forward_time: 13.8884544373, propagate_backward_time: 20.7976970673, weight_update_time: 0.0968066305, other_time: 2.1381664276
epoch time: 3.1761982441s, input_fired_time: 0.0373248197, output_fired_time: 0.0000000000, propagate_forward_time: 2.7716679573, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3672053814
validation[          , genome  3615] predictions:    9395/  10000 (93.95%), best:    9442/10000 (94.42%), error:      2059.68750, best error:      1951.43030 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 37.3329315186s, input_fired_time: 0.3037081361, output_fired_time: 0.2810459137, propagate_forward_time: 13.8755979538, propagate_backward_time: 20.7660236359, weight_update_time: 0.0961348563, other_time: 2.1065540314
epoch time: 2.8764939308s, input_fired_time: 0.0353341624, output_fired_time: 0.0000000000, propagate_forward_time: 2.4914658070, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3496940136
validation[          , genome  3615] predictions:    9412/  10000 (94.12%), best:    9442/10000 (94.42%), error:      2041.69141, best error:      1951.43030 on epoch:    28, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 37.2837257385s, input_fired_time: 0.3018350899, output_fired_time: 0.2802611291, propagate_forward_time: 13.8494777679, propagate_backward_time: 20.7328433990, weight_update_time: 0.0964281932, other_time: 2.1193084717
epoch time: 3.1800954342s, input_fired_time: 0.0379115567, output_fired_time: 0.0000000000, propagate_forward_time: 2.7657203674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3764634132
validation[          , genome  3615] predictions:    9429/  10000 (94.29%), best:    9442/10000 (94.42%), error:      2000.95984, best error:      1951.43030 on epoch:    28, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 36.6852035522s, input_fired_time: 0.2991790473, output_fired_time: 0.2757533193, propagate_forward_time: 13.5504083633, propagate_backward_time: 20.4204750061, weight_update_time: 0.0957376212, other_time: 2.1393890381
epoch time: 3.1805384159s, input_fired_time: 0.0377682112, output_fired_time: 0.0000000000, propagate_forward_time: 2.7766263485, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3661439419
validation[          , genome  3615] predictions:    9456/  10000 (94.56%), best:    9456/10000 (94.56%), error:      1905.25671, best error:      1905.25671 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 37.4632072449s, input_fired_time: 0.3055945039, output_fired_time: 0.2824595571, propagate_forward_time: 13.9082822800, propagate_backward_time: 20.8208122253, weight_update_time: 0.0967789441, other_time: 2.1460571289
epoch time: 3.2003374100s, input_fired_time: 0.0384757780, output_fired_time: 0.0000000000, propagate_forward_time: 2.7886161804, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3732454777
validation[          , genome  3615] predictions:    9416/  10000 (94.16%), best:    9456/10000 (94.56%), error:      2052.49243, best error:      1905.25671 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 36.8891410828s, input_fired_time: 0.3006868362, output_fired_time: 0.2783436775, propagate_forward_time: 13.6797227859, propagate_backward_time: 20.5032310486, weight_update_time: 0.0962715745, other_time: 2.1271591187
epoch time: 3.2120790482s, input_fired_time: 0.0378209390, output_fired_time: 0.0000000000, propagate_forward_time: 2.8024830818, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3717749119
validation[          , genome  3615] predictions:    9405/  10000 (94.05%), best:    9456/10000 (94.56%), error:      2019.93982, best error:      1905.25671 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 37.2400016785s, input_fired_time: 0.3056602776, output_fired_time: 0.2801938653, propagate_forward_time: 13.7798929214, propagate_backward_time: 20.6775207520, weight_update_time: 0.0972362012, other_time: 2.1967353821
epoch time: 3.2218096256s, input_fired_time: 0.0378322117, output_fired_time: 0.0000000000, propagate_forward_time: 2.8120336533, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3719437122
validation[          , genome  3615] predictions:    9446/  10000 (94.46%), best:    9456/10000 (94.56%), error:      1918.68079, best error:      1905.25671 on epoch:    34, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 37.2636375427s, input_fired_time: 0.3035973907, output_fired_time: 0.2810949385, propagate_forward_time: 13.8290138245, propagate_backward_time: 20.7068614960, weight_update_time: 0.0968332440, other_time: 2.1430721283
epoch time: 2.8689265251s, input_fired_time: 0.0355496742, output_fired_time: 0.0000000000, propagate_forward_time: 2.4799065590, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3534703255
validation[          , genome  3615] predictions:    9445/  10000 (94.45%), best:    9456/10000 (94.56%), error:      1920.95825, best error:      1905.25671 on epoch:    34, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 37.3177566528s, input_fired_time: 0.3018024564, output_fired_time: 0.2804591060, propagate_forward_time: 13.8986959457, propagate_backward_time: 20.7457809448, weight_update_time: 0.0958061516, other_time: 2.0910148621
epoch time: 3.2135157585s, input_fired_time: 0.0385663956, output_fired_time: 0.0000000000, propagate_forward_time: 2.7939434052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3810060024
validation[          , genome  3615] predictions:    9416/  10000 (94.16%), best:    9456/10000 (94.56%), error:      2003.40771, best error:      1905.25671 on epoch:    34, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 37.3039817810s, input_fired_time: 0.3026149571, output_fired_time: 0.2804551721, propagate_forward_time: 13.8087701797, propagate_backward_time: 20.7693481445, weight_update_time: 0.0969320536, other_time: 2.1427917480
epoch time: 3.0698490143s, input_fired_time: 0.0371256359, output_fired_time: 0.0000000000, propagate_forward_time: 2.6622145176, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3705089092
validation[          , genome  3615] predictions:    9460/  10000 (94.60%), best:    9460/10000 (94.60%), error:      1876.76379, best error:      1876.76379 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 37.5624847412s, input_fired_time: 0.3042858243, output_fired_time: 0.2820447385, propagate_forward_time: 13.9685535431, propagate_backward_time: 20.8764591217, weight_update_time: 0.0971834436, other_time: 2.1311416626
epoch time: 3.1913435459s, input_fired_time: 0.0378398895, output_fired_time: 0.0000000000, propagate_forward_time: 2.7846744061, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3688292503
validation[          , genome  3615] predictions:    9458/  10000 (94.58%), best:    9458/10000 (94.58%), error:      1874.08423, best error:      1874.08423 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 37.3366508484s, input_fired_time: 0.3024803102, output_fired_time: 0.2808027864, propagate_forward_time: 13.8180294037, propagate_backward_time: 20.8199005127, weight_update_time: 0.0962495059, other_time: 2.1154384613
epoch time: 3.0468516350s, input_fired_time: 0.0367943682, output_fired_time: 0.0000000000, propagate_forward_time: 2.6388146877, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3712425232
validation[          , genome  3615] predictions:    9465/  10000 (94.65%), best:    9465/10000 (94.65%), error:      1852.66846, best error:      1852.66846 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 35.8272590637s, input_fired_time: 0.2981757224, output_fired_time: 0.2716233432, propagate_forward_time: 13.2649841309, propagate_backward_time: 19.8721332550, weight_update_time: 0.0943326727, other_time: 2.1203441620
epoch time: 3.1689891815s, input_fired_time: 0.0381112508, output_fired_time: 0.0000000000, propagate_forward_time: 2.7565658092, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3743121624
validation[          , genome  3615] predictions:    9435/  10000 (94.35%), best:    9465/10000 (94.65%), error:      1932.75488, best error:      1852.66846 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 37.4281196594s, input_fired_time: 0.3052572310, output_fired_time: 0.2808545232, propagate_forward_time: 13.9093379974, propagate_backward_time: 20.7961330414, weight_update_time: 0.0971189067, other_time: 2.1365394592
epoch time: 3.1611242294s, input_fired_time: 0.0376084596, output_fired_time: 0.0000000000, propagate_forward_time: 2.7508053780, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3727104664
validation[          , genome  3615] predictions:    9463/  10000 (94.63%), best:    9465/10000 (94.65%), error:      1888.53674, best error:      1852.66846 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 37.5475883484s, input_fired_time: 0.3077429235, output_fired_time: 0.2824859619, propagate_forward_time: 13.9397954941, propagate_backward_time: 20.8441905975, weight_update_time: 0.0979683399, other_time: 2.1733722687
epoch time: 3.1934158802s, input_fired_time: 0.0382914618, output_fired_time: 0.0000000000, propagate_forward_time: 2.7751934528, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3799309731
validation[          , genome  3615] predictions:    9449/  10000 (94.49%), best:    9465/10000 (94.65%), error:      1893.48767, best error:      1852.66846 on epoch:    42, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 37.0963592529s, input_fired_time: 0.3019806147, output_fired_time: 0.2778156400, propagate_forward_time: 13.7485694885, propagate_backward_time: 20.6651306152, weight_update_time: 0.0962019414, other_time: 2.1028633118
epoch time: 3.2133524418s, input_fired_time: 0.0384998508, output_fired_time: 0.0000000000, propagate_forward_time: 2.7906720638, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3841805458
validation[          , genome  3615] predictions:    9438/  10000 (94.38%), best:    9465/10000 (94.65%), error:      1883.17017, best error:      1852.66846 on epoch:    42, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 37.2950401306s, input_fired_time: 0.3056459427, output_fired_time: 0.2801903188, propagate_forward_time: 13.8355417252, propagate_backward_time: 20.7588958740, weight_update_time: 0.0964323431, other_time: 2.1147689819
epoch time: 3.2243597507s, input_fired_time: 0.0384809226, output_fired_time: 0.0000000000, propagate_forward_time: 2.8126072884, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3732714653
validation[          , genome  3615] predictions:    9438/  10000 (94.38%), best:    9465/10000 (94.65%), error:      1899.75598, best error:      1852.66846 on epoch:    42, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 37.4323043823s, input_fired_time: 0.3049559295, output_fired_time: 0.2823109031, propagate_forward_time: 13.9029836655, propagate_backward_time: 20.7932987213, weight_update_time: 0.0968045816, other_time: 2.1487560272
epoch time: 3.1109490395s, input_fired_time: 0.0376529992, output_fired_time: 0.0000000000, propagate_forward_time: 2.7089054585, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3643906116
validation[          , genome  3615] predictions:    9435/  10000 (94.35%), best:    9465/10000 (94.65%), error:      1861.00073, best error:      1852.66846 on epoch:    42, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 37.4561653137s, input_fired_time: 0.3061078191, output_fired_time: 0.2811000943, propagate_forward_time: 13.9042243958, propagate_backward_time: 20.8365936279, weight_update_time: 0.0966811329, other_time: 2.1281394958
epoch time: 3.1255552769s, input_fired_time: 0.0379520245, output_fired_time: 0.0000000000, propagate_forward_time: 2.7207000256, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3669033051
validation[          , genome  3615] predictions:    9466/  10000 (94.66%), best:    9465/10000 (94.65%), error:      1861.46082, best error:      1852.66846 on epoch:    42, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 37.3733863831s, input_fired_time: 0.3048478067, output_fired_time: 0.2812050581, propagate_forward_time: 13.8410949707, propagate_backward_time: 20.8247890472, weight_update_time: 0.0964450985, other_time: 2.1214504242
epoch time: 3.1676397324s, input_fired_time: 0.0384911448, output_fired_time: 0.0000000000, propagate_forward_time: 2.7533764839, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3757719994
validation[          , genome  3615] predictions:    9416/  10000 (94.16%), best:    9465/10000 (94.65%), error:      1977.11938, best error:      1852.66846 on epoch:    42, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 37.4941787720s, input_fired_time: 0.3059194088, output_fired_time: 0.2820193768, propagate_forward_time: 13.8836307526, propagate_backward_time: 20.8701648712, weight_update_time: 0.0972668529, other_time: 2.1524429321
epoch time: 3.2145543098s, input_fired_time: 0.0380974151, output_fired_time: 0.0000000000, propagate_forward_time: 2.8071033955, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3693535328
validation[          , genome  3615] predictions:    9444/  10000 (94.44%), best:    9465/10000 (94.65%), error:      1904.32996, best error:      1852.66846 on epoch:    42, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 37.3640937805s, input_fired_time: 0.3034934402, output_fired_time: 0.2811107039, propagate_forward_time: 13.8715009689, propagate_backward_time: 20.8123779297, weight_update_time: 0.0959986448, other_time: 2.0956115723
epoch time: 3.1993746758s, input_fired_time: 0.0383334681, output_fired_time: 0.0000000000, propagate_forward_time: 2.7880008221, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3730404377
validation[          , genome  3615] predictions:    9472/  10000 (94.72%), best:    9472/10000 (94.72%), error:      1822.34082, best error:      1822.34082 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 37.4107551575s, input_fired_time: 0.3057646155, output_fired_time: 0.2808605433, propagate_forward_time: 13.9023141861, propagate_backward_time: 20.7850666046, weight_update_time: 0.0969038978, other_time: 2.1367511749
epoch time: 3.2017760277s, input_fired_time: 0.0383810662, output_fired_time: 0.0000000000, propagate_forward_time: 2.7878565788, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3755383492
validation[          , genome  3615] predictions:    9454/  10000 (94.54%), best:    9472/10000 (94.72%), error:      1895.62830, best error:      1822.34082 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 37.4875526428s, input_fired_time: 0.3061657846, output_fired_time: 0.2819786966, propagate_forward_time: 13.8972234726, propagate_backward_time: 20.8632526398, weight_update_time: 0.0971808732, other_time: 2.1389293671
epoch time: 3.2144768238s, input_fired_time: 0.0393825322, output_fired_time: 0.0000000000, propagate_forward_time: 2.7883293629, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3867650032
validation[          , genome  3615] predictions:    9469/  10000 (94.69%), best:    9472/10000 (94.72%), error:      1829.45667, best error:      1822.34082 on epoch:    52, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 37.4829368591s, input_fired_time: 0.3067256808, output_fired_time: 0.2817842364, propagate_forward_time: 13.8972883224, propagate_backward_time: 20.8417053223, weight_update_time: 0.0975393057, other_time: 2.1554336548
epoch time: 3.0346109867s, input_fired_time: 0.0371932164, output_fired_time: 0.0000000000, propagate_forward_time: 2.6327099800, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3647077084
validation[          , genome  3615] predictions:    9469/  10000 (94.69%), best:    9472/10000 (94.72%), error:      1849.72607, best error:      1822.34082 on epoch:    52, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 37.4920272827s, input_fired_time: 0.3076329827, output_fired_time: 0.2822719812, propagate_forward_time: 13.9282817841, propagate_backward_time: 20.8150558472, weight_update_time: 0.0973514095, other_time: 2.1587848663
epoch time: 3.2274503708s, input_fired_time: 0.0386979952, output_fired_time: 0.0000000000, propagate_forward_time: 2.8153064251, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3734459877
validation[          , genome  3615] predictions:    9466/  10000 (94.66%), best:    9472/10000 (94.72%), error:      1847.76013, best error:      1822.34082 on epoch:    52, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 37.4097862244s, input_fired_time: 0.3058601320, output_fired_time: 0.2812675238, propagate_forward_time: 13.8870420456, propagate_backward_time: 20.7927303314, weight_update_time: 0.0974445865, other_time: 2.1428852081
epoch time: 3.2291619778s, input_fired_time: 0.0390016101, output_fired_time: 0.0000000000, propagate_forward_time: 2.8150825500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3750777245
validation[          , genome  3615] predictions:    9452/  10000 (94.52%), best:    9472/10000 (94.72%), error:      1892.62878, best error:      1822.34082 on epoch:    52, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 37.0473594666s, input_fired_time: 0.3068240881, output_fired_time: 0.2794642746, propagate_forward_time: 13.7347660065, propagate_backward_time: 20.5825328827, weight_update_time: 0.0960514769, other_time: 2.1437721252
epoch time: 3.1710286140s, input_fired_time: 0.0385858789, output_fired_time: 0.0000000000, propagate_forward_time: 2.7568457127, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3755970001
validation[          , genome  3615] predictions:    9447/  10000 (94.47%), best:    9472/10000 (94.72%), error:      1834.02100, best error:      1822.34082 on epoch:    52, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 37.5600891113s, input_fired_time: 0.3089024723, output_fired_time: 0.2822890282, propagate_forward_time: 13.9284677505, propagate_backward_time: 20.8565063477, weight_update_time: 0.0982704163, other_time: 2.1839256287
epoch time: 3.2134921551s, input_fired_time: 0.0387266725, output_fired_time: 0.0000000000, propagate_forward_time: 2.7990589142, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3757066727
validation[          , genome  3615] predictions:    9468/  10000 (94.68%), best:    9472/10000 (94.72%), error:      1826.10376, best error:      1822.34082 on epoch:    52, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 36.9756889343s, input_fired_time: 0.3051837385, output_fired_time: 0.2786471248, propagate_forward_time: 13.6913900375, propagate_backward_time: 20.5629787445, weight_update_time: 0.0962592810, other_time: 2.1374874115
epoch time: 3.1922273636s, input_fired_time: 0.0387809463, output_fired_time: 0.0000000000, propagate_forward_time: 2.7812995911, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3721468449
validation[          , genome  3615] predictions:    9413/  10000 (94.13%), best:    9472/10000 (94.72%), error:      1944.45935, best error:      1822.34082 on epoch:    52, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 37.1196899414s, input_fired_time: 0.3057996631, output_fired_time: 0.2789747715, propagate_forward_time: 13.7205400467, propagate_backward_time: 20.6637992859, weight_update_time: 0.0966110751, other_time: 2.1505737305
epoch time: 3.1931190491s, input_fired_time: 0.0390400141, output_fired_time: 0.0000000000, propagate_forward_time: 2.7789297104, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3751492500
validation[          , genome  3615] predictions:    9446/  10000 (94.46%), best:    9472/10000 (94.72%), error:      1873.51013, best error:      1822.34082 on epoch:    52, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 37.3660240173s, input_fired_time: 0.3092407584, output_fired_time: 0.2808528543, propagate_forward_time: 13.8569841385, propagate_backward_time: 20.7539806366, weight_update_time: 0.0976462960, other_time: 2.1649646759
epoch time: 3.1887660027s, input_fired_time: 0.0393175073, output_fired_time: 0.0000000000, propagate_forward_time: 2.7696497440, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3797986507
validation[          , genome  3615] predictions:    9453/  10000 (94.53%), best:    9472/10000 (94.72%), error:      1877.62622, best error:      1822.34082 on epoch:    52, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 37.3492851257s, input_fired_time: 0.3069177270, output_fired_time: 0.2808647156, propagate_forward_time: 13.8366889954, propagate_backward_time: 20.7719364166, weight_update_time: 0.0967036933, other_time: 2.1528759003
epoch time: 3.0359013081s, input_fired_time: 0.0382504985, output_fired_time: 0.0000000000, propagate_forward_time: 2.6340560913, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3635947704
validation[          , genome  3615] predictions:    9464/  10000 (94.64%), best:    9472/10000 (94.72%), error:      1826.03601, best error:      1822.34082 on epoch:    52, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 37.0067672729s, input_fired_time: 0.3060556948, output_fired_time: 0.2784776986, propagate_forward_time: 13.7139549255, propagate_backward_time: 20.5813541412, weight_update_time: 0.0967912301, other_time: 2.1269245148
epoch time: 3.1453173161s, input_fired_time: 0.0384420045, output_fired_time: 0.0000000000, propagate_forward_time: 2.7200653553, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3868100643
validation[          , genome  3615] predictions:    9449/  10000 (94.49%), best:    9472/10000 (94.72%), error:      1870.57544, best error:      1822.34082 on epoch:    52, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 37.4041671753s, input_fired_time: 0.3071516454, output_fired_time: 0.2809216678, propagate_forward_time: 13.8608808517, propagate_backward_time: 20.8195419312, weight_update_time: 0.0970139578, other_time: 2.1356697083
epoch time: 2.9765954018s, input_fired_time: 0.0370882526, output_fired_time: 0.0000000000, propagate_forward_time: 2.5798687935, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3596384525
validation[          , genome  3615] predictions:    9473/  10000 (94.73%), best:    9473/10000 (94.73%), error:      1797.17017, best error:      1797.17017 on epoch:    65, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 37.2580947876s, input_fired_time: 0.3065507114, output_fired_time: 0.2801247239, propagate_forward_time: 13.7937526703, propagate_backward_time: 20.7212371826, weight_update_time: 0.0969607234, other_time: 2.1564311981
epoch time: 3.1274609566s, input_fired_time: 0.0382776372, output_fired_time: 0.0000000000, propagate_forward_time: 2.7202239037, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3689594269
validation[          , genome  3615] predictions:    9428/  10000 (94.28%), best:    9473/10000 (94.73%), error:      1969.46423, best error:      1797.17017 on epoch:    65, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 37.1059379578s, input_fired_time: 0.3070591986, output_fired_time: 0.2794545591, propagate_forward_time: 13.7556362152, propagate_backward_time: 20.6000137329, weight_update_time: 0.0975423530, other_time: 2.1637744904
epoch time: 3.1468830109s, input_fired_time: 0.0386498719, output_fired_time: 0.0000000000, propagate_forward_time: 2.7408566475, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3673765659
validation[          , genome  3615] predictions:    9412/  10000 (94.12%), best:    9473/10000 (94.73%), error:      1981.38269, best error:      1797.17017 on epoch:    65, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 37.2599563599s, input_fired_time: 0.3065613508, output_fired_time: 0.2794501185, propagate_forward_time: 13.8266792297, propagate_backward_time: 20.7113895416, weight_update_time: 0.0965367928, other_time: 2.1358776093
epoch time: 3.1881415844s, input_fired_time: 0.0395540632, output_fired_time: 0.0000000000, propagate_forward_time: 2.7653207779, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3832666874
validation[          , genome  3615] predictions:    9458/  10000 (94.58%), best:    9473/10000 (94.73%), error:      1810.02075, best error:      1797.17017 on epoch:    65, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 37.1033020020s, input_fired_time: 0.3073302805, output_fired_time: 0.2782826722, propagate_forward_time: 13.7560977936, propagate_backward_time: 20.6160449982, weight_update_time: 0.0965424478, other_time: 2.1455459595
epoch time: 3.1813390255s, input_fired_time: 0.0384983122, output_fired_time: 0.0000000000, propagate_forward_time: 2.7743146420, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3685259819
validation[          , genome  3615] predictions:    9472/  10000 (94.72%), best:    9473/10000 (94.73%), error:      1825.91882, best error:      1797.17017 on epoch:    65, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 37.4838333130s, input_fired_time: 0.3075491786, output_fired_time: 0.2818191350, propagate_forward_time: 13.9180059433, propagate_backward_time: 20.8625183105, weight_update_time: 0.0967779085, other_time: 2.1139411926
epoch time: 3.2119927406s, input_fired_time: 0.0397383794, output_fired_time: 0.0000000000, propagate_forward_time: 2.7897214890, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3825328350
validation[          , genome  3615] predictions:    9474/  10000 (94.74%), best:    9473/10000 (94.73%), error:      1849.66064, best error:      1797.17017 on epoch:    65, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 37.0984191895s, input_fired_time: 0.3055172861, output_fired_time: 0.2787788510, propagate_forward_time: 13.7271766663, propagate_backward_time: 20.6558055878, weight_update_time: 0.0965162814, other_time: 2.1311397552
epoch time: 3.2034664154s, input_fired_time: 0.0389258377, output_fired_time: 0.0000000000, propagate_forward_time: 2.7845695019, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3799710274
validation[          , genome  3615] predictions:    9455/  10000 (94.55%), best:    9473/10000 (94.73%), error:      1860.61865, best error:      1797.17017 on epoch:    65, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 37.3678321838s, input_fired_time: 0.3063311279, output_fired_time: 0.2807342708, propagate_forward_time: 13.8930387497, propagate_backward_time: 20.7818717957, weight_update_time: 0.0965690166, other_time: 2.1058540344
epoch time: 3.1923615932s, input_fired_time: 0.0391680114, output_fired_time: 0.0000000000, propagate_forward_time: 2.7775743008, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3756191730
validation[          , genome  3615] predictions:    9454/  10000 (94.54%), best:    9473/10000 (94.73%), error:      1852.04236, best error:      1797.17017 on epoch:    65, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 37.3122253418s, input_fired_time: 0.3062866330, output_fired_time: 0.2800120711, propagate_forward_time: 13.8874826431, propagate_backward_time: 20.7285003662, weight_update_time: 0.0962910429, other_time: 2.1099472046
epoch time: 3.1628682613s, input_fired_time: 0.0385633335, output_fired_time: 0.0000000000, propagate_forward_time: 2.7518920898, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3724129200
validation[          , genome  3615] predictions:    9439/  10000 (94.39%), best:    9473/10000 (94.73%), error:      1884.17065, best error:      1797.17017 on epoch:    65, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 37.3571166992s, input_fired_time: 0.3093149662, output_fired_time: 0.2812649608, propagate_forward_time: 13.8490228653, propagate_backward_time: 20.7658996582, weight_update_time: 0.0969571099, other_time: 2.1516151428
epoch time: 3.1184134483s, input_fired_time: 0.0379878469, output_fired_time: 0.0000000000, propagate_forward_time: 2.7061755657, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3742499352
validation[          , genome  3615] predictions:    9474/  10000 (94.74%), best:    9473/10000 (94.73%), error:      1843.17847, best error:      1797.17017 on epoch:    65, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 37.4600563049s, input_fired_time: 0.3098000884, output_fired_time: 0.2811698318, propagate_forward_time: 13.8968381882, propagate_backward_time: 20.8086318970, weight_update_time: 0.0972868651, other_time: 2.1636161804
epoch time: 3.2154204845s, input_fired_time: 0.0390661135, output_fired_time: 0.0000000000, propagate_forward_time: 2.7965393066, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3798151016
validation[          , genome  3615] predictions:    9482/  10000 (94.82%), best:    9473/10000 (94.73%), error:      1797.87134, best error:      1797.17017 on epoch:    65, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 37.4413757324s, input_fired_time: 0.3082387149, output_fired_time: 0.2811923027, propagate_forward_time: 13.8921298981, propagate_backward_time: 20.8161830902, weight_update_time: 0.0969796628, other_time: 2.1436309814
epoch time: 3.2194514275s, input_fired_time: 0.0394695774, output_fired_time: 0.0000000000, propagate_forward_time: 2.8014845848, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3784973621
validation[          , genome  3615] predictions:    9464/  10000 (94.64%), best:    9473/10000 (94.73%), error:      1819.74377, best error:      1797.17017 on epoch:    65, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 37.2454261780s, input_fired_time: 0.3112528324, output_fired_time: 0.2811539173, propagate_forward_time: 13.8258666992, propagate_backward_time: 20.6691493988, weight_update_time: 0.0969300196, other_time: 2.1580028534
epoch time: 3.2208235264s, input_fired_time: 0.0394690596, output_fired_time: 0.0000000000, propagate_forward_time: 2.8059341908, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3754203320
validation[          , genome  3615] predictions:    9471/  10000 (94.71%), best:    9473/10000 (94.73%), error:      1798.14941, best error:      1797.17017 on epoch:    65, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 37.4541358948s, input_fired_time: 0.3098876178, output_fired_time: 0.2821649909, propagate_forward_time: 13.9310836792, propagate_backward_time: 20.8025817871, weight_update_time: 0.0966110304, other_time: 2.1284179688
epoch time: 3.1727571487s, input_fired_time: 0.0390891582, output_fired_time: 0.0000000000, propagate_forward_time: 2.7649106979, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3687572479
validation[          , genome  3615] predictions:    9481/  10000 (94.81%), best:    9473/10000 (94.73%), error:      1812.63477, best error:      1797.17017 on epoch:    65, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 37.0298233032s, input_fired_time: 0.3064999282, output_fired_time: 0.2783517241, propagate_forward_time: 13.6733322144, propagate_backward_time: 20.6319293976, weight_update_time: 0.0957841575, other_time: 2.1397113800
epoch time: 3.1123113632s, input_fired_time: 0.0379018374, output_fired_time: 0.0000000000, propagate_forward_time: 2.7094290257, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3649804592
validation[          , genome  3615] predictions:    9456/  10000 (94.56%), best:    9473/10000 (94.73%), error:      1823.65405, best error:      1797.17017 on epoch:    65, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 37.4576759338s, input_fired_time: 0.3083616197, output_fired_time: 0.2812803388, propagate_forward_time: 13.9306592941, propagate_backward_time: 20.8239307404, weight_update_time: 0.0967052281, other_time: 2.1134433746
epoch time: 3.1989648342s, input_fired_time: 0.0389637277, output_fired_time: 0.0000000000, propagate_forward_time: 2.7854225636, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3745784760
validation[          , genome  3615] predictions:    9475/  10000 (94.75%), best:    9473/10000 (94.73%), error:      1841.74536, best error:      1797.17017 on epoch:    65, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 37.5481719971s, input_fired_time: 0.3093308210, output_fired_time: 0.2817229033, propagate_forward_time: 13.9463281631, propagate_backward_time: 20.8528270721, weight_update_time: 0.0978254899, other_time: 2.1579647064
epoch time: 3.1974959373s, input_fired_time: 0.0386918597, output_fired_time: 0.0000000000, propagate_forward_time: 2.7903521061, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3684520721
validation[          , genome  3615] predictions:    9467/  10000 (94.67%), best:    9473/10000 (94.73%), error:      1855.26648, best error:      1797.17017 on epoch:    65, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 36.9899215698s, input_fired_time: 0.3060521483, output_fired_time: 0.2771839201, propagate_forward_time: 13.6900997162, propagate_backward_time: 20.5793895721, weight_update_time: 0.0963734686, other_time: 2.1371955872
epoch time: 3.2048177719s, input_fired_time: 0.0401356816, output_fired_time: 0.0000000000, propagate_forward_time: 2.7810378075, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3836443424
validation[          , genome  3615] predictions:    9481/  10000 (94.81%), best:    9481/10000 (94.81%), error:      1788.81177, best error:      1788.81177 on epoch:    82, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 37.3145675659s, input_fired_time: 0.3115043342, output_fired_time: 0.2804318964, propagate_forward_time: 13.8434534073, propagate_backward_time: 20.7177181244, weight_update_time: 0.0975981578, other_time: 2.1614589691
epoch time: 3.1904265881s, input_fired_time: 0.0392806418, output_fired_time: 0.0000000000, propagate_forward_time: 2.7745852470, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3765606880
validation[          , genome  3615] predictions:    9466/  10000 (94.66%), best:    9481/10000 (94.81%), error:      1831.24719, best error:      1788.81177 on epoch:    82, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 37.4772415161s, input_fired_time: 0.3095066547, output_fired_time: 0.2817872465, propagate_forward_time: 13.8965167999, propagate_backward_time: 20.8686866760, weight_update_time: 0.0965347439, other_time: 2.1207447052
epoch time: 3.1990067959s, input_fired_time: 0.0391731337, output_fired_time: 0.0000000000, propagate_forward_time: 2.7862198353, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3736138344
validation[          , genome  3615] predictions:    9483/  10000 (94.83%), best:    9481/10000 (94.81%), error:      1802.80225, best error:      1788.81177 on epoch:    82, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 37.0986328125s, input_fired_time: 0.3072609901, output_fired_time: 0.2796184123, propagate_forward_time: 13.7557134628, propagate_backward_time: 20.6503715515, weight_update_time: 0.0957385674, other_time: 2.1056671143
epoch time: 3.1581113338s, input_fired_time: 0.0388311110, output_fired_time: 0.0000000000, propagate_forward_time: 2.7480812073, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3711991310
validation[          , genome  3615] predictions:    9486/  10000 (94.86%), best:    9481/10000 (94.81%), error:      1801.11084, best error:      1788.81177 on epoch:    82, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 37.3184471130s, input_fired_time: 0.3095526099, output_fired_time: 0.2803459167, propagate_forward_time: 13.8063802719, propagate_backward_time: 20.7641105652, weight_update_time: 0.0968910754, other_time: 2.1580581665
epoch time: 3.1408081055s, input_fired_time: 0.0389022790, output_fired_time: 0.0000000000, propagate_forward_time: 2.7301213741, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3717844486
validation[          , genome  3615] predictions:    9485/  10000 (94.85%), best:    9481/10000 (94.81%), error:      1814.76062, best error:      1788.81177 on epoch:    82, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 37.4064025879s, input_fired_time: 0.3086811900, output_fired_time: 0.2806475163, propagate_forward_time: 13.8792800903, propagate_backward_time: 20.8105354309, weight_update_time: 0.0967804566, other_time: 2.1272583008
epoch time: 3.2137129307s, input_fired_time: 0.0394762307, output_fired_time: 0.0000000000, propagate_forward_time: 2.8002727032, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3739640713
validation[          , genome  3615] predictions:    9477/  10000 (94.77%), best:    9481/10000 (94.81%), error:      1804.84851, best error:      1788.81177 on epoch:    82, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 37.1952781677s, input_fired_time: 0.3096835613, output_fired_time: 0.2800050676, propagate_forward_time: 13.8327331543, propagate_backward_time: 20.6311454773, weight_update_time: 0.0965833887, other_time: 2.1417083740
epoch time: 3.2412655354s, input_fired_time: 0.0403466225, output_fired_time: 0.0000000000, propagate_forward_time: 2.8102645874, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3906543255
validation[          , genome  3615] predictions:    9482/  10000 (94.82%), best:    9482/10000 (94.82%), error:      1776.33838, best error:      1776.33838 on epoch:    88, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 37.1605682373s, input_fired_time: 0.3089449108, output_fired_time: 0.2781627774, propagate_forward_time: 13.7683973312, propagate_backward_time: 20.6478290558, weight_update_time: 0.0971071273, other_time: 2.1572322845
epoch time: 3.2071847916s, input_fired_time: 0.0392448157, output_fired_time: 0.0000000000, propagate_forward_time: 2.7919921875, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3759477139
validation[          , genome  3615] predictions:    9453/  10000 (94.53%), best:    9482/10000 (94.82%), error:      1833.83093, best error:      1776.33838 on epoch:    88, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 37.3274345398s, input_fired_time: 0.3088511527, output_fired_time: 0.2802113891, propagate_forward_time: 13.8721036911, propagate_backward_time: 20.7473621368, weight_update_time: 0.0964999571, other_time: 2.1189060211
epoch time: 3.1659934521s, input_fired_time: 0.0387456156, output_fired_time: 0.0000000000, propagate_forward_time: 2.7550888062, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3721590042
validation[          , genome  3615] predictions:    9478/  10000 (94.78%), best:    9482/10000 (94.82%), error:      1803.11340, best error:      1776.33838 on epoch:    88, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 37.0079727173s, input_fired_time: 0.3069573343, output_fired_time: 0.2779518366, propagate_forward_time: 13.6878623962, propagate_backward_time: 20.6120891571, weight_update_time: 0.0958578512, other_time: 2.1231136322
epoch time: 3.2332861423s, input_fired_time: 0.0396559499, output_fired_time: 0.0000000000, propagate_forward_time: 2.8221681118, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3714621067
validation[          , genome  3615] predictions:    9472/  10000 (94.72%), best:    9482/10000 (94.82%), error:      1844.98889, best error:      1776.33838 on epoch:    88, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 37.4754409790s, input_fired_time: 0.3095791638, output_fired_time: 0.2816606462, propagate_forward_time: 13.8884859085, propagate_backward_time: 20.8648986816, weight_update_time: 0.0966944844, other_time: 2.1308174133
epoch time: 3.1838991642s, input_fired_time: 0.0387645513, output_fired_time: 0.0000000000, propagate_forward_time: 2.7795655727, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3655691147
validation[          , genome  3615] predictions:    9485/  10000 (94.85%), best:    9482/10000 (94.82%), error:      1808.53735, best error:      1776.33838 on epoch:    88, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 37.3022193909s, input_fired_time: 0.3081042767, output_fired_time: 0.2797141969, propagate_forward_time: 13.8157157898, propagate_backward_time: 20.7729625702, weight_update_time: 0.0963852182, other_time: 2.1257228851
epoch time: 3.1899242401s, input_fired_time: 0.0390558839, output_fired_time: 0.0000000000, propagate_forward_time: 2.7837274075, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3671410084
validation[          , genome  3615] predictions:    9472/  10000 (94.72%), best:    9482/10000 (94.82%), error:      1809.11975, best error:      1776.33838 on epoch:    88, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 36.6112594604s, input_fired_time: 0.3062045574, output_fired_time: 0.2747129500, propagate_forward_time: 13.5547542572, propagate_backward_time: 20.3637924194, weight_update_time: 0.0957667753, other_time: 2.1117954254
epoch time: 3.2153768539s, input_fired_time: 0.0400143377, output_fired_time: 0.0000000000, propagate_forward_time: 2.7951071262, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3802554607
validation[          , genome  3615] predictions:    9476/  10000 (94.76%), best:    9482/10000 (94.82%), error:      1833.93494, best error:      1776.33838 on epoch:    88, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 37.1379356384s, input_fired_time: 0.3077647388, output_fired_time: 0.2795886993, propagate_forward_time: 13.7199563980, propagate_backward_time: 20.7160587311, weight_update_time: 0.0960257724, other_time: 2.1145687103
epoch time: 3.1324307919s, input_fired_time: 0.0392222740, output_fired_time: 0.0000000000, propagate_forward_time: 2.7147886753, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3784198761
validation[          , genome  3615] predictions:    9456/  10000 (94.56%), best:    9482/10000 (94.82%), error:      1824.05334, best error:      1776.33838 on epoch:    88, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 37.4359016418s, input_fired_time: 0.3105541766, output_fired_time: 0.2812343240, propagate_forward_time: 13.9056196213, propagate_backward_time: 20.8072509766, weight_update_time: 0.0966704041, other_time: 2.1312408447
epoch time: 3.1780869961s, input_fired_time: 0.0399206467, output_fired_time: 0.0000000000, propagate_forward_time: 2.7532603741, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3849060535
validation[          , genome  3615] predictions:    9482/  10000 (94.82%), best:    9482/10000 (94.82%), error:      1815.62244, best error:      1776.33838 on epoch:    88, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 37.2246665955s, input_fired_time: 0.3117712438, output_fired_time: 0.2789487839, propagate_forward_time: 13.8031883240, propagate_backward_time: 20.6824512482, weight_update_time: 0.0965469927, other_time: 2.1483058929
epoch time: 3.1214838028s, input_fired_time: 0.0390420705, output_fired_time: 0.0000000000, propagate_forward_time: 2.7092568874, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3731849194
validation[          , genome  3615] predictions:    9469/  10000 (94.69%), best:    9482/10000 (94.82%), error:      1794.85461, best error:      1776.33838 on epoch:    88, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 37.4462203979s, input_fired_time: 0.3110307455, output_fired_time: 0.2815638781, propagate_forward_time: 13.9024639130, propagate_backward_time: 20.8274745941, weight_update_time: 0.0969458371, other_time: 2.1236877441
epoch time: 3.1899893284s, input_fired_time: 0.0392427668, output_fired_time: 0.0000000000, propagate_forward_time: 2.7830500603, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3676965237
validation[          , genome  3615] predictions:    9469/  10000 (94.69%), best:    9482/10000 (94.82%), error:      1840.36340, best error:      1776.33838 on epoch:    88, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 37.5139656067s, input_fired_time: 0.3116073310, output_fired_time: 0.2815732062, propagate_forward_time: 13.9158182144, propagate_backward_time: 20.8544406891, weight_update_time: 0.0973006710, other_time: 2.1505260468
epoch time: 3.1547150612s, input_fired_time: 0.0388730951, output_fired_time: 0.0000000000, propagate_forward_time: 2.7452619076, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3705799580
validation[          , genome  3615] predictions:    9480/  10000 (94.80%), best:    9482/10000 (94.82%), error:      1785.16492, best error:      1776.33838 on epoch:    88, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 36.7233467102s, input_fired_time: 0.3081684709, output_fired_time: 0.2761797905, propagate_forward_time: 13.5748147964, propagate_backward_time: 20.4429836273, weight_update_time: 0.0953074768, other_time: 2.1211986542
epoch time: 3.2009902000s, input_fired_time: 0.0395627581, output_fired_time: 0.0000000000, propagate_forward_time: 2.7907996178, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3706278801
validation[          , genome  3615] predictions:    9468/  10000 (94.68%), best:    9482/10000 (94.82%), error:      1822.20129, best error:      1776.33838 on epoch:    88, 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: 15.9958610535s, input_fired_time: 0.1968455464, output_fired_time: 0.0000000000, propagate_forward_time: 13.8189907074, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9800243378
best training[          , genome  3615] predictions:   48062/  50000 (96.12%), best:    9482/10000 (94.82%), error:      7117.11719, best error:      1776.33838 on epoch:    88, 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: 3.1974625587s, input_fired_time: 0.0394393615, output_fired_time: 0.0000000000, propagate_forward_time: 2.7810816765, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3769414425
   testing[          , genome  3615] predictions:    9532/  10000 (95.32%), best:    9482/10000 (94.82%), error:      1604.33533, best error:      1776.33838 on epoch:    88, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
14:55:04 (3220): called boinc_finish(0)

</stderr_txt>
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