Nameexact_genome_1506863385_4_26822_3
Workunit1986305
Created5 Dec 2017, 9:29:29 UTC
Sent5 Dec 2017, 9:45:48 UTC
Report deadline6 Jan 2018, 10:49:20 UTC
Received6 Dec 2017, 21:17:20 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID65413
Run time12 hours 55 min 9 sec
CPU time12 hours 55 min 9 sec
Validate stateValid
Credit8,011.03
Device peak FLOPS3.73 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size172.27 MB
Peak swap size174.02 MB
Peak disk usage3.35 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
time: 37.7970733643, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7329444885
validation[          , genome 26822] predictions:    9816/  10000 (98.16%), best:    9844/10000 (98.44%), error:       621.73621, best error:       492.87802 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 464.5014953613s, input_fired_time: 8.4478235245, output_fired_time: 5.9037470818, propagate_forward_time: 172.8039703369, propagate_backward_time: 268.3795166016, weight_update_time: 0.4470557272, other_time: 8.9664306641
epoch time: 33.5546646118s, input_fired_time: 0.8576034904, output_fired_time: 0.0000000000, propagate_forward_time: 31.1636600494, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5333995819
validation[          , genome 26822] predictions:    9813/  10000 (98.13%), best:    9844/10000 (98.44%), error:       587.54919, best error:       492.87802 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 445.3016052246s, input_fired_time: 8.2468833923, output_fired_time: 5.7036190033, propagate_forward_time: 165.3113403320, propagate_backward_time: 257.2729797363, weight_update_time: 0.4372904003, other_time: 8.7667846680
epoch time: 32.6724395752s, input_fired_time: 0.8576014042, output_fired_time: 0.0000000000, propagate_forward_time: 30.2736492157, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5411891937
validation[          , genome 26822] predictions:    9833/  10000 (98.33%), best:    9844/10000 (98.44%), error:       537.04462, best error:       492.87802 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 479.0345764160s, input_fired_time: 8.6356248856, output_fired_time: 6.1043024063, propagate_forward_time: 179.5739288330, propagate_backward_time: 275.3684692383, weight_update_time: 0.4617929161, other_time: 9.3522338867
epoch time: 31.8012504578s, input_fired_time: 0.8330754638, output_fired_time: 0.0000000000, propagate_forward_time: 29.4652137756, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5029621124
validation[          , genome 26822] predictions:    9850/  10000 (98.50%), best:    9850/10000 (98.50%), error:       486.92310, best error:       486.92310 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 455.4569396973s, input_fired_time: 8.3425607681, output_fired_time: 5.8799400330, propagate_forward_time: 169.5219268799, propagate_backward_time: 262.8479003906, weight_update_time: 0.4466420710, other_time: 8.8646240234
epoch time: 42.4540100098s, input_fired_time: 1.0144865513, output_fired_time: 0.0000000000, propagate_forward_time: 39.7061195374, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7334022522
validation[          , genome 26822] predictions:    9833/  10000 (98.33%), best:    9850/10000 (98.50%), error:       526.53741, best error:       486.92310 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 447.4854736328s, input_fired_time: 8.2855625153, output_fired_time: 5.7807965279, propagate_forward_time: 166.0944061279, propagate_backward_time: 258.3819885254, weight_update_time: 0.4458504915, other_time: 8.9427185059
epoch time: 36.5758438110s, input_fired_time: 0.9269793630, output_fired_time: 0.0000000000, propagate_forward_time: 33.9814567566, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6674079895
validation[          , genome 26822] predictions:    9839/  10000 (98.39%), best:    9850/10000 (98.50%), error:       526.49799, best error:       486.92310 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 452.0123901367s, input_fired_time: 8.3476734161, output_fired_time: 5.8106989861, propagate_forward_time: 168.4830017090, propagate_backward_time: 260.2834472656, weight_update_time: 0.4480735064, other_time: 9.0875549316
epoch time: 39.8773956299s, input_fired_time: 0.9784116745, output_fired_time: 0.0000000000, propagate_forward_time: 37.1901893616, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7087936401
validation[          , genome 26822] predictions:    9822/  10000 (98.22%), best:    9850/10000 (98.50%), error:       536.53223, best error:       486.92310 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 443.3415222168s, input_fired_time: 8.2403202057, output_fired_time: 5.7063865662, propagate_forward_time: 164.1179504395, propagate_backward_time: 256.4684753418, weight_update_time: 0.4362320900, other_time: 8.8083801270
epoch time: 33.6832313538s, input_fired_time: 0.8792013526, output_fired_time: 0.0000000000, propagate_forward_time: 31.2442607880, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5597705841
validation[          , genome 26822] predictions:    9827/  10000 (98.27%), best:    9850/10000 (98.50%), error:       558.22107, best error:       486.92310 on epoch:    17, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 485.2700500488s, input_fired_time: 8.6774387360, output_fired_time: 6.1845641136, propagate_forward_time: 181.2792510986, propagate_backward_time: 279.8294372559, weight_update_time: 0.4659528434, other_time: 9.2993469238
epoch time: 37.6409568787s, input_fired_time: 0.9352800846, output_fired_time: 0.0000000000, propagate_forward_time: 35.0416641235, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6640129089
validation[          , genome 26822] predictions:    9841/  10000 (98.41%), best:    9850/10000 (98.50%), error:       504.63739, best error:       486.92310 on epoch:    17, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 466.5297851562s, input_fired_time: 8.4865169525, output_fired_time: 5.9684410095, propagate_forward_time: 175.0455322266, propagate_backward_time: 267.9894104004, weight_update_time: 0.4448729455, other_time: 9.0398864746
epoch time: 39.3065299988s, input_fired_time: 0.9641094804, output_fired_time: 0.0000000000, propagate_forward_time: 36.6622810364, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6801376343
validation[          , genome 26822] predictions:    9849/  10000 (98.49%), best:    9850/10000 (98.50%), error:       499.04517, best error:       486.92310 on epoch:    17, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 464.0883789062s, input_fired_time: 8.4947443008, output_fired_time: 5.9638719559, propagate_forward_time: 172.6251068115, propagate_backward_time: 267.9035949707, weight_update_time: 0.4581363499, other_time: 9.1010437012
epoch time: 37.4636764526s, input_fired_time: 0.9447852969, output_fired_time: 0.0000000000, propagate_forward_time: 34.8554725647, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6634178162
validation[          , genome 26822] predictions:    9847/  10000 (98.47%), best:    9847/10000 (98.47%), error:       464.50287, best error:       464.50287 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 456.2519836426s, input_fired_time: 8.3575363159, output_fired_time: 5.8268055916, propagate_forward_time: 170.6233062744, propagate_backward_time: 262.4902343750, weight_update_time: 0.4437518418, other_time: 8.9541015625
epoch time: 40.9546928406s, input_fired_time: 0.9815762639, output_fired_time: 0.0000000000, propagate_forward_time: 38.2687759399, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7043418884
validation[          , genome 26822] predictions:    9825/  10000 (98.25%), best:    9847/10000 (98.47%), error:       555.60144, best error:       464.50287 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 437.0226135254s, input_fired_time: 8.0856590271, output_fired_time: 5.6438369751, propagate_forward_time: 162.6342620850, propagate_backward_time: 252.1537628174, weight_update_time: 0.4231302738, other_time: 8.5051116943
epoch time: 37.0195579529s, input_fired_time: 0.9221226573, output_fired_time: 0.0000000000, propagate_forward_time: 34.4766387939, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6207962036
validation[          , genome 26822] predictions:    9826/  10000 (98.26%), best:    9847/10000 (98.47%), error:       537.43890, best error:       464.50287 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 449.3963317871s, input_fired_time: 8.3688812256, output_fired_time: 5.8049135208, propagate_forward_time: 167.5644836426, propagate_backward_time: 258.8541564941, weight_update_time: 0.4427254498, other_time: 8.8039245605
epoch time: 38.6547470093s, input_fired_time: 0.9439406395, output_fired_time: 0.0000000000, propagate_forward_time: 36.1110115051, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5997962952
validation[          , genome 26822] predictions:    9875/  10000 (98.75%), best:    9875/10000 (98.75%), error:       409.13492, best error:       409.13492 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 427.6847534180s, input_fired_time: 8.0274171829, output_fired_time: 5.5722956657, propagate_forward_time: 158.9362792969, propagate_backward_time: 246.5851898193, weight_update_time: 0.4220822752, other_time: 8.5635833740
epoch time: 34.0862236023s, input_fired_time: 0.8657937050, output_fired_time: 0.0000000000, propagate_forward_time: 31.6747970581, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5456314087
validation[          , genome 26822] predictions:    9831/  10000 (98.31%), best:    9875/10000 (98.75%), error:       555.31921, best error:       409.13492 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 420.8750000000s, input_fired_time: 7.9472851753, output_fired_time: 5.4625158310, propagate_forward_time: 156.4522705078, propagate_backward_time: 242.6681213379, weight_update_time: 0.4173787236, other_time: 8.3447875977
epoch time: 35.0816345215s, input_fired_time: 0.8909891844, output_fired_time: 0.0000000000, propagate_forward_time: 32.6401596069, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5504875183
validation[          , genome 26822] predictions:    9850/  10000 (98.50%), best:    9875/10000 (98.75%), error:       501.24045, best error:       409.13492 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 451.1419067383s, input_fired_time: 8.4244298935, output_fired_time: 5.8164944649, propagate_forward_time: 168.4718170166, propagate_backward_time: 259.5470275879, weight_update_time: 0.4469273686, other_time: 8.8821105957
epoch time: 33.6852149963s, input_fired_time: 0.8889667988, output_fired_time: 0.0000000000, propagate_forward_time: 31.2236099243, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5726394653
validation[          , genome 26822] predictions:    9843/  10000 (98.43%), best:    9875/10000 (98.75%), error:       496.99606, best error:       409.13492 on epoch:    27, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 410.8562927246s, input_fired_time: 7.8740096092, output_fired_time: 5.3888487816, propagate_forward_time: 152.2322387695, propagate_backward_time: 236.9769134521, weight_update_time: 0.4143759012, other_time: 8.3842620850
epoch time: 34.7079048157s, input_fired_time: 0.8741627932, output_fired_time: 0.0000000000, propagate_forward_time: 32.2833480835, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5503921509
validation[          , genome 26822] predictions:    9873/  10000 (98.73%), best:    9875/10000 (98.75%), error:       413.45602, best error:       409.13492 on epoch:    27, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 402.9570617676s, input_fired_time: 7.7476396561, output_fired_time: 5.3168849945, propagate_forward_time: 148.5534820557, propagate_backward_time: 233.1808929443, weight_update_time: 0.4081390798, other_time: 8.1581420898
epoch time: 34.9371147156s, input_fired_time: 0.8815557957, output_fired_time: 0.0000000000, propagate_forward_time: 32.4957427979, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5598144531
validation[          , genome 26822] predictions:    9852/  10000 (98.52%), best:    9875/10000 (98.75%), error:       491.32809, best error:       409.13492 on epoch:    27, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 439.8056030273s, input_fired_time: 8.2131967545, output_fired_time: 5.6576194763, propagate_forward_time: 163.6048431396, propagate_backward_time: 253.6721954346, weight_update_time: 0.4354481399, other_time: 8.6577606201
epoch time: 31.0001430511s, input_fired_time: 0.8251907825, output_fired_time: 0.0000000000, propagate_forward_time: 28.7104434967, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4645080566
validation[          , genome 26822] predictions:    9839/  10000 (98.39%), best:    9875/10000 (98.75%), error:       509.62381, best error:       409.13492 on epoch:    27, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 401.3659973145s, input_fired_time: 7.7882785797, output_fired_time: 5.2911520004, propagate_forward_time: 149.1415100098, propagate_backward_time: 230.9768981934, weight_update_time: 0.4076833725, other_time: 8.1681823730
epoch time: 30.9228210449s, input_fired_time: 0.8148618937, output_fired_time: 0.0000000000, propagate_forward_time: 28.6881713867, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4197883606
validation[          , genome 26822] predictions:    9863/  10000 (98.63%), best:    9875/10000 (98.75%), error:       467.23230, best error:       409.13492 on epoch:    27, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 395.3356628418s, input_fired_time: 7.6692118645, output_fired_time: 5.2061080933, propagate_forward_time: 145.8881225586, propagate_backward_time: 228.5502014160, weight_update_time: 0.4034043252, other_time: 8.0220031738
epoch time: 30.1704845428s, input_fired_time: 0.8028167486, output_fired_time: 0.0000000000, propagate_forward_time: 27.9490928650, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4185752869
validation[          , genome 26822] predictions:    9829/  10000 (98.29%), best:    9875/10000 (98.75%), error:       526.08685, best error:       409.13492 on epoch:    27, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 406.3746643066s, input_fired_time: 7.7974486351, output_fired_time: 5.3029642105, propagate_forward_time: 150.5028686523, propagate_backward_time: 234.6241760254, weight_update_time: 0.4133020639, other_time: 8.1471862793
epoch time: 31.1039714813s, input_fired_time: 0.8150153756, output_fired_time: 0.0000000000, propagate_forward_time: 28.8591327667, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4298229218
validation[          , genome 26822] predictions:    9847/  10000 (98.47%), best:    9875/10000 (98.75%), error:       540.75171, best error:       409.13492 on epoch:    27, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 408.8077697754s, input_fired_time: 7.8390936852, output_fired_time: 5.3704876900, propagate_forward_time: 151.1569366455, propagate_backward_time: 236.1300048828, weight_update_time: 0.4146278799, other_time: 8.3112640381
epoch time: 32.4151458740s, input_fired_time: 0.8461496830, output_fired_time: 0.0000000000, propagate_forward_time: 30.0822753906, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4867210388
validation[          , genome 26822] predictions:    9862/  10000 (98.62%), best:    9875/10000 (98.75%), error:       422.73322, best error:       409.13492 on epoch:    27, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 401.2628784180s, input_fired_time: 7.7313103676, output_fired_time: 5.2730140686, propagate_forward_time: 148.2902984619, propagate_backward_time: 231.8659973145, weight_update_time: 0.4014435112, other_time: 8.1022491455
epoch time: 30.3423080444s, input_fired_time: 0.8026523590, output_fired_time: 0.0000000000, propagate_forward_time: 28.0995044708, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4401512146
validation[          , genome 26822] predictions:    9851/  10000 (98.51%), best:    9875/10000 (98.75%), error:       473.80957, best error:       409.13492 on epoch:    27, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 405.0904541016s, input_fired_time: 7.7555274963, output_fired_time: 5.3571381569, propagate_forward_time: 149.4378814697, propagate_backward_time: 234.5273895264, weight_update_time: 0.4033399522, other_time: 8.0125122070
epoch time: 30.9308547974s, input_fired_time: 0.8171426654, output_fired_time: 0.0000000000, propagate_forward_time: 28.6896057129, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4241065979
validation[          , genome 26822] predictions:    9879/  10000 (98.79%), best:    9875/10000 (98.75%), error:       449.44101, best error:       409.13492 on epoch:    27, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 400.1104431152s, input_fired_time: 7.7253584862, output_fired_time: 5.2740831375, propagate_forward_time: 147.4572906494, propagate_backward_time: 231.6000366211, weight_update_time: 0.4043895602, other_time: 8.0536651611
epoch time: 31.4649810791s, input_fired_time: 0.8289419413, output_fired_time: 0.0000000000, propagate_forward_time: 29.1832199097, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4528198242
validation[          , genome 26822] predictions:    9863/  10000 (98.63%), best:    9875/10000 (98.75%), error:       438.41449, best error:       409.13492 on epoch:    27, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 395.2506103516s, input_fired_time: 7.6862015724, output_fired_time: 5.2265481949, propagate_forward_time: 146.1215667725, propagate_backward_time: 228.1826171875, weight_update_time: 0.3959501088, other_time: 8.0336761475
epoch time: 31.7438125610s, input_fired_time: 0.8262113333, output_fired_time: 0.0000000000, propagate_forward_time: 29.4692478180, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4483528137
validation[          , genome 26822] predictions:    9861/  10000 (98.61%), best:    9875/10000 (98.75%), error:       474.27698, best error:       409.13492 on epoch:    27, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 389.4798583984s, input_fired_time: 7.5977230072, output_fired_time: 5.1372766495, propagate_forward_time: 143.7705230713, propagate_backward_time: 225.1362915039, weight_update_time: 0.3926468194, other_time: 7.8380584717
epoch time: 34.6846923828s, input_fired_time: 0.8809092045, output_fired_time: 0.0000000000, propagate_forward_time: 32.2817993164, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5219841003
validation[          , genome 26822] predictions:    9855/  10000 (98.55%), best:    9875/10000 (98.75%), error:       482.15414, best error:       409.13492 on epoch:    27, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 387.6439819336s, input_fired_time: 7.5972132683, output_fired_time: 5.0981984138, propagate_forward_time: 142.9624176025, propagate_backward_time: 224.1841125488, weight_update_time: 0.3929643929, other_time: 7.8020477295
epoch time: 30.3063945770s, input_fired_time: 0.8073506355, output_fired_time: 0.0000000000, propagate_forward_time: 28.0976314545, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4014129639
validation[          , genome 26822] predictions:    9795/  10000 (97.95%), best:    9875/10000 (98.75%), error:       686.49097, best error:       409.13492 on epoch:    27, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 393.5548706055s, input_fired_time: 7.6486244202, output_fired_time: 5.1866550446, propagate_forward_time: 145.3774261475, propagate_backward_time: 227.3294067383, weight_update_time: 0.3965227604, other_time: 8.0127716064
epoch time: 32.3393058777s, input_fired_time: 0.8327035904, output_fired_time: 0.0000000000, propagate_forward_time: 30.0252704620, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4813327789
validation[          , genome 26822] predictions:    9858/  10000 (98.58%), best:    9875/10000 (98.75%), error:       476.08551, best error:       409.13492 on epoch:    27, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 391.4456787109s, input_fired_time: 7.6274728775, output_fired_time: 5.2040090561, propagate_forward_time: 144.6450653076, propagate_backward_time: 226.0393066406, weight_update_time: 0.3943096399, other_time: 7.9298248291
epoch time: 33.7428970337s, input_fired_time: 0.8846875429, output_fired_time: 0.0000000000, propagate_forward_time: 31.3710899353, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4871177673
validation[          , genome 26822] predictions:    9861/  10000 (98.61%), best:    9875/10000 (98.75%), error:       453.00839, best error:       409.13492 on epoch:    27, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 433.1450805664s, input_fired_time: 8.1066637039, output_fired_time: 5.6341490746, propagate_forward_time: 161.1627044678, propagate_backward_time: 249.8454742432, weight_update_time: 0.4244848788, other_time: 8.3961029053
epoch time: 34.2585792542s, input_fired_time: 0.8751030564, output_fired_time: 0.0000000000, propagate_forward_time: 31.8930625916, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4904136658
validation[          , genome 26822] predictions:    9862/  10000 (98.62%), best:    9875/10000 (98.75%), error:       415.85199, best error:       409.13492 on epoch:    27, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 400.4342041016s, input_fired_time: 7.7394151688, output_fired_time: 5.2901339531, propagate_forward_time: 147.9815063477, propagate_backward_time: 231.3641510010, weight_update_time: 0.4026247561, other_time: 8.0590057373
epoch time: 31.2508373260s, input_fired_time: 0.8226672411, output_fired_time: 0.0000000000, propagate_forward_time: 29.0068378448, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4213314056
validation[          , genome 26822] predictions:    9860/  10000 (98.60%), best:    9875/10000 (98.75%), error:       438.80478, best error:       409.13492 on epoch:    27, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 392.8712463379s, input_fired_time: 7.6420688629, output_fired_time: 5.2194418907, propagate_forward_time: 144.8666839600, propagate_backward_time: 227.1696777344, weight_update_time: 0.3973259330, other_time: 7.9733734131
epoch time: 31.2706432343s, input_fired_time: 0.8184789419, output_fired_time: 0.0000000000, propagate_forward_time: 29.0019359589, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4502277374
validation[          , genome 26822] predictions:    9836/  10000 (98.36%), best:    9875/10000 (98.75%), error:       487.70663, best error:       409.13492 on epoch:    27, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 410.5377807617s, input_fired_time: 7.8662309647, output_fired_time: 5.3793854713, propagate_forward_time: 152.6003570557, propagate_backward_time: 236.5533599854, weight_update_time: 0.4106678069, other_time: 8.1384277344
epoch time: 31.1156425476s, input_fired_time: 0.8196626306, output_fired_time: 0.0000000000, propagate_forward_time: 28.8880825043, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4078979492
validation[          , genome 26822] predictions:    9864/  10000 (98.64%), best:    9875/10000 (98.75%), error:       432.79077, best error:       409.13492 on epoch:    27, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 405.6510620117s, input_fired_time: 7.7868866920, output_fired_time: 5.3164372444, propagate_forward_time: 149.9081878662, propagate_backward_time: 234.4993591309, weight_update_time: 0.4069567919, other_time: 8.1401824951
epoch time: 34.0541534424s, input_fired_time: 0.8717438579, output_fired_time: 0.0000000000, propagate_forward_time: 31.6569862366, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5254249573
validation[          , genome 26822] predictions:    9872/  10000 (98.72%), best:    9875/10000 (98.75%), error:       414.09064, best error:       409.13492 on epoch:    27, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 393.2209167480s, input_fired_time: 7.6629877090, output_fired_time: 5.1812829971, propagate_forward_time: 145.2231597900, propagate_backward_time: 227.0735473633, weight_update_time: 0.3981049657, other_time: 8.0799407959
epoch time: 30.6672630310s, input_fired_time: 0.8119871020, output_fired_time: 0.0000000000, propagate_forward_time: 28.4478168488, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4074592590
validation[          , genome 26822] predictions:    9869/  10000 (98.69%), best:    9875/10000 (98.75%), error:       427.70184, best error:       409.13492 on epoch:    27, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 402.9116821289s, input_fired_time: 7.7603526115, output_fired_time: 5.3048257828, propagate_forward_time: 149.2966003418, propagate_backward_time: 232.5163574219, weight_update_time: 0.4037165642, other_time: 8.0335388184
epoch time: 31.1779251099s, input_fired_time: 0.8186764717, output_fired_time: 0.0000000000, propagate_forward_time: 28.9122562408, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4469928741
validation[          , genome 26822] predictions:    9883/  10000 (98.83%), best:    9883/10000 (98.83%), error:       391.77475, best error:       391.77475 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 436.2406616211s, input_fired_time: 8.1618061066, output_fired_time: 5.6865687370, propagate_forward_time: 162.6527252197, propagate_backward_time: 251.2593231201, weight_update_time: 0.4281050861, other_time: 8.4802398682
epoch time: 31.4714412689s, input_fired_time: 0.8303284049, output_fired_time: 0.0000000000, propagate_forward_time: 29.1877613068, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4533519745
validation[          , genome 26822] predictions:    9877/  10000 (98.77%), best:    9883/10000 (98.83%), error:       420.48697, best error:       391.77475 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 403.3646240234s, input_fired_time: 7.7783598900, output_fired_time: 5.3249764442, propagate_forward_time: 149.4846649170, propagate_backward_time: 232.6270141602, weight_update_time: 0.4021095037, other_time: 8.1496124268
epoch time: 30.7815914154s, input_fired_time: 0.8182535768, output_fired_time: 0.0000000000, propagate_forward_time: 28.4998016357, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4635353088
validation[          , genome 26822] predictions:    9864/  10000 (98.64%), best:    9883/10000 (98.83%), error:       442.28574, best error:       391.77475 on epoch:    52, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 402.2757873535s, input_fired_time: 7.7652087212, output_fired_time: 5.2634005547, propagate_forward_time: 149.0301055908, propagate_backward_time: 232.2059936523, weight_update_time: 0.4036900103, other_time: 8.0110931396
epoch time: 41.8601570129s, input_fired_time: 1.0130724907, output_fired_time: 0.0000000000, propagate_forward_time: 39.1559028625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6911811829
validation[          , genome 26822] predictions:    9875/  10000 (98.75%), best:    9883/10000 (98.83%), error:       399.87363, best error:       391.77475 on epoch:    52, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 440.6602172852s, input_fired_time: 8.2613191605, output_fired_time: 5.7079033852, propagate_forward_time: 164.2176666260, propagate_backward_time: 253.7904815674, weight_update_time: 0.4366298020, other_time: 8.6828460693
epoch time: 33.3715553284s, input_fired_time: 0.8582090735, output_fired_time: 0.0000000000, propagate_forward_time: 31.0193977356, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4939498901
validation[          , genome 26822] predictions:    9876/  10000 (98.76%), best:    9883/10000 (98.83%), error:       404.10132, best error:       391.77475 on epoch:    52, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 396.2724914551s, input_fired_time: 7.7137789726, output_fired_time: 5.2051744461, propagate_forward_time: 146.7239532471, propagate_backward_time: 228.5241241455, weight_update_time: 0.3984595537, other_time: 8.1054687500
epoch time: 33.3130569458s, input_fired_time: 0.8679569364, output_fired_time: 0.0000000000, propagate_forward_time: 30.9429512024, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5021476746
validation[          , genome 26822] predictions:    9872/  10000 (98.72%), best:    9883/10000 (98.83%), error:       407.66440, best error:       391.77475 on epoch:    52, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 400.4067993164s, input_fired_time: 7.7570924759, output_fired_time: 5.2697286606, propagate_forward_time: 148.2785186768, propagate_backward_time: 231.0195922852, weight_update_time: 0.4043441713, other_time: 8.0818939209
epoch time: 31.5181617737s, input_fired_time: 0.8346530795, output_fired_time: 0.0000000000, propagate_forward_time: 29.2483024597, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4352054596
validation[          , genome 26822] predictions:    9865/  10000 (98.65%), best:    9883/10000 (98.83%), error:       429.20642, best error:       391.77475 on epoch:    52, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 422.2187805176s, input_fired_time: 7.9952640533, output_fired_time: 5.5166549683, propagate_forward_time: 156.7246856689, propagate_backward_time: 243.7791442871, weight_update_time: 0.4159032106, other_time: 8.2030181885
epoch time: 39.3817634583s, input_fired_time: 0.9749493003, output_fired_time: 0.0000000000, propagate_forward_time: 36.7545471191, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6522674561
validation[          , genome 26822] predictions:    9877/  10000 (98.77%), best:    9883/10000 (98.83%), error:       399.42831, best error:       391.77475 on epoch:    52, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 387.1644287109s, input_fired_time: 7.6267943382, output_fired_time: 5.0707645416, propagate_forward_time: 142.2290802002, propagate_backward_time: 224.2191925049, weight_update_time: 0.3946003616, other_time: 8.0185852051
epoch time: 31.8128643036s, input_fired_time: 0.8356963396, output_fired_time: 0.0000000000, propagate_forward_time: 29.4972400665, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4799270630
validation[          , genome 26822] predictions:    9883/  10000 (98.83%), best:    9883/10000 (98.83%), error:       411.02271, best error:       391.77475 on epoch:    52, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 390.9643249512s, input_fired_time: 7.6797957420, output_fired_time: 5.1888566017, propagate_forward_time: 144.7804412842, propagate_backward_time: 225.3371429443, weight_update_time: 0.3925454319, other_time: 7.9780883789
epoch time: 33.5146026611s, input_fired_time: 0.8630897403, output_fired_time: 0.0000000000, propagate_forward_time: 31.1467800140, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5047321320
validation[          , genome 26822] predictions:    9890/  10000 (98.90%), best:    9890/10000 (98.90%), error:       372.58887, best error:       372.58887 on epoch:    61, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 402.6596374512s, input_fired_time: 7.8104701042, output_fired_time: 5.2914648056, propagate_forward_time: 149.1207122803, propagate_backward_time: 232.3757934570, weight_update_time: 0.4058205187, other_time: 8.0612030029
epoch time: 34.0485267639s, input_fired_time: 0.8833850026, output_fired_time: 0.0000000000, propagate_forward_time: 31.6686019897, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4965400696
validation[          , genome 26822] predictions:    9865/  10000 (98.65%), best:    9890/10000 (98.90%), error:       433.65207, best error:       372.58887 on epoch:    61, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 409.9378051758s, input_fired_time: 7.8990573883, output_fired_time: 5.4038882256, propagate_forward_time: 151.6561737061, propagate_backward_time: 236.7783813477, weight_update_time: 0.4083678126, other_time: 8.2003021240
epoch time: 35.9412384033s, input_fired_time: 0.9157025814, output_fired_time: 0.0000000000, propagate_forward_time: 33.4610977173, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5644378662
validation[          , genome 26822] predictions:    9865/  10000 (98.65%), best:    9890/10000 (98.90%), error:       423.80182, best error:       372.58887 on epoch:    61, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 392.0984191895s, input_fired_time: 7.6737079620, output_fired_time: 5.2243580818, propagate_forward_time: 144.5421295166, propagate_backward_time: 226.6983795166, weight_update_time: 0.3944578469, other_time: 7.9598388672
epoch time: 30.9823341370s, input_fired_time: 0.8253595233, output_fired_time: 0.0000000000, propagate_forward_time: 28.7037239075, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4532508850
validation[          , genome 26822] predictions:    9882/  10000 (98.82%), best:    9890/10000 (98.90%), error:       393.28763, best error:       372.58887 on epoch:    61, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 402.0873718262s, input_fired_time: 7.8139390945, output_fired_time: 5.2577877045, propagate_forward_time: 149.1161804199, propagate_backward_time: 231.9351196289, weight_update_time: 0.4001688063, other_time: 7.9643554688
epoch time: 31.2706031799s, input_fired_time: 0.8303439617, output_fired_time: 0.0000000000, propagate_forward_time: 28.9763240814, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4639358521
validation[          , genome 26822] predictions:    9867/  10000 (98.67%), best:    9890/10000 (98.90%), error:       424.54074, best error:       372.58887 on epoch:    61, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 408.6248779297s, input_fired_time: 7.8641777039, output_fired_time: 5.4179172516, propagate_forward_time: 151.7776641846, propagate_backward_time: 235.3996582031, weight_update_time: 0.4091110229, other_time: 8.1654815674
epoch time: 33.1121864319s, input_fired_time: 0.8572835326, output_fired_time: 0.0000000000, propagate_forward_time: 30.7339115143, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5209903717
validation[          , genome 26822] predictions:    9866/  10000 (98.66%), best:    9890/10000 (98.90%), error:       449.24179, best error:       372.58887 on epoch:    61, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 399.1726074219s, input_fired_time: 7.7652235031, output_fired_time: 5.2428250313, propagate_forward_time: 148.0040283203, propagate_backward_time: 230.0823669434, weight_update_time: 0.3995117247, other_time: 8.0781555176
epoch time: 35.4611091614s, input_fired_time: 0.9052155614, output_fired_time: 0.0000000000, propagate_forward_time: 33.0231933594, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5326995850
validation[          , genome 26822] predictions:    9878/  10000 (98.78%), best:    9890/10000 (98.90%), error:       415.27615, best error:       372.58887 on epoch:    61, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 435.0093383789s, input_fired_time: 8.1934680939, output_fired_time: 5.6946167946, propagate_forward_time: 162.5355529785, propagate_backward_time: 250.2317199707, weight_update_time: 0.4212117195, other_time: 8.3539733887
epoch time: 30.4761009216s, input_fired_time: 0.8221230507, output_fired_time: 0.0000000000, propagate_forward_time: 28.2464179993, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4075603485
validation[          , genome 26822] predictions:    9880/  10000 (98.80%), best:    9890/10000 (98.90%), error:       407.13626, best error:       372.58887 on epoch:    61, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 448.9761657715s, input_fired_time: 8.3740377426, output_fired_time: 5.8525338173, propagate_forward_time: 167.9152221680, propagate_backward_time: 258.0616149902, weight_update_time: 0.4418689907, other_time: 8.7727661133
epoch time: 31.9768829346s, input_fired_time: 0.8417277336, output_fired_time: 0.0000000000, propagate_forward_time: 29.6500015259, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4851531982
validation[          , genome 26822] predictions:    9860/  10000 (98.60%), best:    9890/10000 (98.90%), error:       479.02490, best error:       372.58887 on epoch:    61, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 422.0474243164s, input_fired_time: 8.0362319946, output_fired_time: 5.5315804482, propagate_forward_time: 157.4250488281, propagate_backward_time: 242.6978302002, weight_update_time: 0.4123236239, other_time: 8.3567352295
epoch time: 33.7440910339s, input_fired_time: 0.8747560382, output_fired_time: 0.0000000000, propagate_forward_time: 31.3580780029, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5112571716
validation[          , genome 26822] predictions:    9877/  10000 (98.77%), best:    9890/10000 (98.90%), error:       453.50699, best error:       372.58887 on epoch:    61, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 439.7755126953s, input_fired_time: 8.2392930984, output_fired_time: 5.6867189407, propagate_forward_time: 164.7513275146, propagate_backward_time: 252.6224212646, weight_update_time: 0.4271737039, other_time: 8.4757843018
epoch time: 36.9175300598s, input_fired_time: 0.9321125150, output_fired_time: 0.0000000000, propagate_forward_time: 34.4074287415, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5779876709
validation[          , genome 26822] predictions:    9879/  10000 (98.79%), best:    9890/10000 (98.90%), error:       416.73361, best error:       372.58887 on epoch:    61, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 454.9056396484s, input_fired_time: 8.4579753876, output_fired_time: 5.8776831627, propagate_forward_time: 170.3153228760, propagate_backward_time: 261.4518432617, weight_update_time: 0.4441875517, other_time: 8.8027954102
epoch time: 30.6743602753s, input_fired_time: 0.8244932294, output_fired_time: 0.0000000000, propagate_forward_time: 28.4268779755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4229888916
validation[          , genome 26822] predictions:    9877/  10000 (98.77%), best:    9890/10000 (98.90%), error:       394.85925, best error:       372.58887 on epoch:    61, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 415.4653930664s, input_fired_time: 7.9632897377, output_fired_time: 5.4538016319, propagate_forward_time: 154.2771759033, propagate_backward_time: 239.4522857666, weight_update_time: 0.4133013785, other_time: 8.3188476562
epoch time: 33.8224601746s, input_fired_time: 0.8774663210, output_fired_time: 0.0000000000, propagate_forward_time: 31.4231376648, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5218544006
validation[          , genome 26822] predictions:    9863/  10000 (98.63%), best:    9890/10000 (98.90%), error:       450.85938, best error:       372.58887 on epoch:    61, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 437.0352478027s, input_fired_time: 8.2404212952, output_fired_time: 5.6973614693, propagate_forward_time: 163.1645660400, propagate_backward_time: 251.4729309082, weight_update_time: 0.4279365540, other_time: 8.4599914551
epoch time: 37.7121047974s, input_fired_time: 0.9595192671, output_fired_time: 0.0000000000, propagate_forward_time: 35.1414413452, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6111450195
validation[          , genome 26822] predictions:    9888/  10000 (98.88%), best:    9890/10000 (98.90%), error:       410.51831, best error:       372.58887 on epoch:    61, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 445.5671081543s, input_fired_time: 8.3932514191, output_fired_time: 5.7668595314, propagate_forward_time: 165.6342163086, propagate_backward_time: 256.9576721191, weight_update_time: 0.4447186589, other_time: 8.8151245117
epoch time: 32.0934371948s, input_fired_time: 0.8498496413, output_fired_time: 0.0000000000, propagate_forward_time: 29.7807788849, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4628086090
validation[          , genome 26822] predictions:    9868/  10000 (98.68%), best:    9890/10000 (98.90%), error:       436.04926, best error:       372.58887 on epoch:    61, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 403.3945007324s, input_fired_time: 7.8616242409, output_fired_time: 5.3194479942, propagate_forward_time: 149.9959564209, propagate_backward_time: 232.0971374512, weight_update_time: 0.4070344269, other_time: 8.1203155518
epoch time: 31.0863704681s, input_fired_time: 0.8313780427, output_fired_time: 0.0000000000, propagate_forward_time: 28.8390483856, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4159431458
validation[          , genome 26822] predictions:    9876/  10000 (98.76%), best:    9890/10000 (98.90%), error:       421.52570, best error:       372.58887 on epoch:    61, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 415.3937683105s, input_fired_time: 7.9728202820, output_fired_time: 5.4749751091, propagate_forward_time: 154.3018341064, propagate_backward_time: 239.4582519531, weight_update_time: 0.4151056409, other_time: 8.1858978271
epoch time: 38.9720077515s, input_fired_time: 1.0101293325, output_fired_time: 0.0000000000, propagate_forward_time: 36.2444534302, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7174263000
validation[          , genome 26822] predictions:    9875/  10000 (98.75%), best:    9890/10000 (98.90%), error:       412.90521, best error:       372.58887 on epoch:    61, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 408.1313781738s, input_fired_time: 7.9305133820, output_fired_time: 5.3809318542, propagate_forward_time: 151.6097259521, propagate_backward_time: 235.0927886963, weight_update_time: 0.4114782512, other_time: 8.1174316406
epoch time: 30.8342018127s, input_fired_time: 0.8329709172, output_fired_time: 0.0000000000, propagate_forward_time: 28.5778522491, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4233779907
validation[          , genome 26822] predictions:    9871/  10000 (98.71%), best:    9890/10000 (98.90%), error:       413.56961, best error:       372.58887 on epoch:    61, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 406.7395935059s, input_fired_time: 7.8698272705, output_fired_time: 5.3415465355, propagate_forward_time: 151.0156402588, propagate_backward_time: 234.2734985352, weight_update_time: 0.4149297476, other_time: 8.2390594482
epoch time: 31.2949771881s, input_fired_time: 0.8346524835, output_fired_time: 0.0000000000, propagate_forward_time: 29.0138702393, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4464550018
validation[          , genome 26822] predictions:    9875/  10000 (98.75%), best:    9890/10000 (98.90%), error:       410.32556, best error:       372.58887 on epoch:    61, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 401.1992797852s, input_fired_time: 7.8299703598, output_fired_time: 5.2742719650, propagate_forward_time: 148.5542907715, propagate_backward_time: 231.5419616699, weight_update_time: 0.4066144526, other_time: 7.9988098145
epoch time: 35.0505027771s, input_fired_time: 0.9162178040, output_fired_time: 0.0000000000, propagate_forward_time: 32.5946083069, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5396766663
validation[          , genome 26822] predictions:    9885/  10000 (98.85%), best:    9890/10000 (98.90%), error:       400.41855, best error:       372.58887 on epoch:    61, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 399.3591308594s, input_fired_time: 7.8117403984, output_fired_time: 5.2383770943, propagate_forward_time: 148.2262725830, propagate_backward_time: 230.0928344727, weight_update_time: 0.4066793621, other_time: 7.9899139404
epoch time: 31.0347881317s, input_fired_time: 0.8366784453, output_fired_time: 0.0000000000, propagate_forward_time: 28.7681846619, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4299259186
validation[          , genome 26822] predictions:    9888/  10000 (98.88%), best:    9890/10000 (98.90%), error:       395.40100, best error:       372.58887 on epoch:    61, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 404.5934143066s, input_fired_time: 7.8677496910, output_fired_time: 5.3257226944, propagate_forward_time: 150.2941741943, propagate_backward_time: 232.9687500000, weight_update_time: 0.4082612395, other_time: 8.1370391846
epoch time: 32.4467582703s, input_fired_time: 0.8624718785, output_fired_time: 0.0000000000, propagate_forward_time: 30.1002769470, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4840087891
validation[          , genome 26822] predictions:    9873/  10000 (98.73%), best:    9890/10000 (98.90%), error:       425.54111, best error:       372.58887 on epoch:    61, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 405.7509155273s, input_fired_time: 7.8627896309, output_fired_time: 5.2991681099, propagate_forward_time: 150.4850921631, propagate_backward_time: 234.0061950684, weight_update_time: 0.4080270827, other_time: 8.0976715088
epoch time: 32.3436470032s, input_fired_time: 0.8528861403, output_fired_time: 0.0000000000, propagate_forward_time: 30.0376949310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4530658722
validation[          , genome 26822] predictions:    9872/  10000 (98.72%), best:    9890/10000 (98.90%), error:       399.81152, best error:       372.58887 on epoch:    61, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 439.1471557617s, input_fired_time: 8.3041353226, output_fired_time: 5.7408022881, propagate_forward_time: 164.0057830811, propagate_backward_time: 252.4897460938, weight_update_time: 0.4341307282, other_time: 8.6066894531
epoch time: 39.3999633789s, input_fired_time: 0.9815117121, output_fired_time: 0.0000000000, propagate_forward_time: 36.7857551575, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6326980591
validation[          , genome 26822] predictions:    9870/  10000 (98.70%), best:    9890/10000 (98.90%), error:       415.52084, best error:       372.58887 on epoch:    61, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 408.1534729004s, input_fired_time: 7.8742504120, output_fired_time: 5.3477644920, propagate_forward_time: 151.4851837158, propagate_backward_time: 235.3218078613, weight_update_time: 0.4085222185, other_time: 8.1244659424
epoch time: 31.2232227325s, input_fired_time: 0.8261545300, output_fired_time: 0.0000000000, propagate_forward_time: 28.9608039856, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4362640381
validation[          , genome 26822] predictions:    9880/  10000 (98.80%), best:    9890/10000 (98.90%), error:       404.30417, best error:       372.58887 on epoch:    61, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 393.9582519531s, input_fired_time: 7.6800670624, output_fired_time: 5.2421808243, propagate_forward_time: 145.5448303223, propagate_backward_time: 227.5289611816, weight_update_time: 0.3968282342, other_time: 7.9622192383
epoch time: 30.8419208527s, input_fired_time: 0.8198456764, output_fired_time: 0.0000000000, propagate_forward_time: 28.5798740387, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4422016144
validation[          , genome 26822] predictions:    9873/  10000 (98.73%), best:    9890/10000 (98.90%), error:       431.34134, best error:       372.58887 on epoch:    61, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 420.1907043457s, input_fired_time: 8.0366210938, output_fired_time: 5.4669485092, propagate_forward_time: 156.5519561768, propagate_backward_time: 241.8574981689, weight_update_time: 0.4168108106, other_time: 8.2776794434
epoch time: 37.8593215942s, input_fired_time: 0.9654793739, output_fired_time: 0.0000000000, propagate_forward_time: 35.2436256409, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6502151489
validation[          , genome 26822] predictions:    9874/  10000 (98.74%), best:    9890/10000 (98.90%), error:       426.72543, best error:       372.58887 on epoch:    61, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 396.4334106445s, input_fired_time: 7.7058277130, output_fired_time: 5.1935076714, propagate_forward_time: 147.1535644531, propagate_backward_time: 228.4156036377, weight_update_time: 0.4033154845, other_time: 7.9648895264
epoch time: 30.7441577911s, input_fired_time: 0.8127076626, output_fired_time: 0.0000000000, propagate_forward_time: 28.5058879852, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4255619049
validation[          , genome 26822] predictions:    9870/  10000 (98.70%), best:    9890/10000 (98.90%), error:       415.74875, best error:       372.58887 on epoch:    61, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 400.0170288086s, input_fired_time: 7.7335991859, output_fired_time: 5.3030467033, propagate_forward_time: 148.0331878662, propagate_backward_time: 230.9651184082, weight_update_time: 0.4012153447, other_time: 7.9820709229
epoch time: 32.4085044861s, input_fired_time: 0.8430342078, output_fired_time: 0.0000000000, propagate_forward_time: 30.1023674011, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4631023407
validation[          , genome 26822] predictions:    9869/  10000 (98.69%), best:    9890/10000 (98.90%), error:       408.41272, best error:       372.58887 on epoch:    61, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 414.6385192871s, input_fired_time: 7.9419121742, output_fired_time: 5.4375448227, propagate_forward_time: 154.4818267822, propagate_backward_time: 238.6455230713, weight_update_time: 0.4088700414, other_time: 8.1317138672
epoch time: 35.7022972107s, input_fired_time: 0.9034731984, output_fired_time: 0.0000000000, propagate_forward_time: 33.2678184509, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5310058594
validation[          , genome 26822] predictions:    9875/  10000 (98.75%), best:    9890/10000 (98.90%), error:       408.55679, best error:       372.58887 on epoch:    61, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 410.8811950684s, input_fired_time: 7.8849215508, output_fired_time: 5.3709135056, propagate_forward_time: 152.1690063477, propagate_backward_time: 237.3765411377, weight_update_time: 0.4078442156, other_time: 8.0798187256
epoch time: 30.7316379547s, input_fired_time: 0.8199518323, output_fired_time: 0.0000000000, propagate_forward_time: 28.5032424927, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4084434509
validation[          , genome 26822] predictions:    9877/  10000 (98.77%), best:    9890/10000 (98.90%), error:       405.92273, best error:       372.58887 on epoch:    61, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 400.3644104004s, input_fired_time: 7.8012194633, output_fired_time: 5.2203025818, propagate_forward_time: 148.8005981445, propagate_backward_time: 230.5789337158, weight_update_time: 0.3996797502, other_time: 7.9633636475
epoch time: 30.4026145935s, input_fired_time: 0.8148404956, output_fired_time: 0.0000000000, propagate_forward_time: 28.1785163879, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4092578888
validation[          , genome 26822] predictions:    9879/  10000 (98.79%), best:    9890/10000 (98.90%), error:       414.70990, best error:       372.58887 on epoch:    61, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 404.2305603027s, input_fired_time: 7.8819212914, output_fired_time: 5.3189353943, propagate_forward_time: 150.4963073730, propagate_backward_time: 232.5238189697, weight_update_time: 0.4030345678, other_time: 8.0095672607
epoch time: 37.2132949829s, input_fired_time: 0.9445170760, output_fired_time: 0.0000000000, propagate_forward_time: 34.6710739136, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5977058411
validation[          , genome 26822] predictions:    9882/  10000 (98.82%), best:    9890/10000 (98.90%), error:       410.69620, best error:       372.58887 on epoch:    61, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 415.4898071289s, input_fired_time: 8.0600643158, output_fired_time: 5.4571161270, propagate_forward_time: 154.4745483398, propagate_backward_time: 239.2568664551, weight_update_time: 0.4125405252, other_time: 8.2412109375
epoch time: 29.8432826996s, input_fired_time: 0.8093686104, output_fired_time: 0.0000000000, propagate_forward_time: 27.6345825195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3993320465
validation[          , genome 26822] predictions:    9857/  10000 (98.57%), best:    9890/10000 (98.90%), error:       445.63086, best error:       372.58887 on epoch:    61, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 413.6560668945s, input_fired_time: 8.0171365738, output_fired_time: 5.4442405701, propagate_forward_time: 154.5870361328, propagate_backward_time: 237.4606475830, weight_update_time: 0.4110286534, other_time: 8.1469879150
epoch time: 38.9659957886s, input_fired_time: 0.9745967984, output_fired_time: 0.0000000000, propagate_forward_time: 36.3533096313, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6380882263
validation[          , genome 26822] predictions:    9882/  10000 (98.82%), best:    9890/10000 (98.90%), error:       415.93518, best error:       372.58887 on epoch:    61, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 420.4147644043s, input_fired_time: 8.0525455475, output_fired_time: 5.4659032822, propagate_forward_time: 156.6117248535, propagate_backward_time: 242.0831909180, weight_update_time: 0.4164495468, other_time: 8.2013854980
epoch time: 37.6873474121s, input_fired_time: 0.9558690786, output_fired_time: 0.0000000000, propagate_forward_time: 35.1281471252, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6033325195
validation[          , genome 26822] predictions:    9872/  10000 (98.72%), best:    9890/10000 (98.90%), error:       412.41324, best error:       372.58887 on epoch:    61, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 411.7398986816s, input_fired_time: 7.9752793312, output_fired_time: 5.4117364883, propagate_forward_time: 153.1414642334, propagate_backward_time: 237.0807647705, weight_update_time: 0.4102299213, other_time: 8.1306457520
epoch time: 30.2990703583s, input_fired_time: 0.8198613524, output_fired_time: 0.0000000000, propagate_forward_time: 28.0543327332, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4248771667
validation[          , genome 26822] predictions:    9873/  10000 (98.73%), best:    9890/10000 (98.90%), error:       410.10590, best error:       372.58887 on epoch:    61, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 413.7254943848s, input_fired_time: 8.0544261932, output_fired_time: 5.4254631996, propagate_forward_time: 153.5675354004, propagate_backward_time: 238.3665161133, weight_update_time: 0.4110778570, other_time: 8.3115539551
epoch time: 34.0752639771s, input_fired_time: 0.8994060755, output_fired_time: 0.0000000000, propagate_forward_time: 31.6255664825, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5502910614
validation[          , genome 26822] predictions:    9883/  10000 (98.83%), best:    9890/10000 (98.90%), error:       409.06198, best error:       372.58887 on epoch:    61, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 436.2182006836s, input_fired_time: 8.2864570618, output_fired_time: 5.6998200417, propagate_forward_time: 163.0141754150, propagate_backward_time: 250.7324218750, weight_update_time: 0.4259972870, other_time: 8.4852905273
epoch time: 32.1215972900s, input_fired_time: 0.8702011108, output_fired_time: 0.0000000000, propagate_forward_time: 29.7917194366, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4596767426
validation[          , genome 26822] predictions:    9870/  10000 (98.70%), best:    9890/10000 (98.90%), error:       416.45807, best error:       372.58887 on epoch:    61, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 433.9664001465s, input_fired_time: 8.2452554703, output_fired_time: 5.6842665672, propagate_forward_time: 161.9366149902, propagate_backward_time: 249.5896148682, weight_update_time: 0.4303930998, other_time: 8.5106353760
epoch time: 30.6703128815s, input_fired_time: 0.8319059610, output_fired_time: 0.0000000000, propagate_forward_time: 28.4061832428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4322242737
validation[          , genome 26822] predictions:    9866/  10000 (98.66%), best:    9890/10000 (98.90%), error:       443.68481, best error:       372.58887 on epoch:    61, 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: 172.4443969727s, input_fired_time: 4.4612512589, output_fired_time: 0.0000000000, propagate_forward_time: 160.3156890869, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 7.6674499512
best training[          , genome 26822] predictions:   49978/  50000 (99.96%), best:    9890/10000 (98.90%), error:       235.05806, best error:       372.58887 on epoch:    61, 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: 32.5548667908s, input_fired_time: 0.8390827775, output_fired_time: 0.0000000000, propagate_forward_time: 30.2547721863, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4610118866
   testing[          , genome 26822] predictions:    9878/  10000 (98.78%), best:    9890/10000 (98.90%), error:       366.05704, best error:       372.58887 on epoch:    61, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
20:34:29 (33852): called boinc_finish(0)

</stderr_txt>
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