Nameexact_genome_1509103842_21_17166_0
Workunit2276253
Created28 Oct 2017, 15:13:23 UTC
Sent28 Oct 2017, 15:53:18 UTC
Report deadline25 Dec 2017, 2:33:44 UTC
Received2 Nov 2017, 13:38:14 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57938
Run time1 days 7 hours 24 min 31 sec
CPU time1 days 7 hours 17 min 9 sec
Validate stateInitial
Credit0.00
Device peak FLOPS2.90 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size178.65 MB
Peak swap size183.59 MB
Peak disk usage6.68 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
ime: 0.0000000000, propagate_forward_time: 77.8796768188, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3296127319
validation[          , genome 17166] predictions:    9837/  10000 (98.37%), best:    9867/10000 (98.67%), error:       546.40784, best error:       421.40518 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 1037.7233886719s, input_fired_time: 12.9429311752, output_fired_time: 13.6601238251, propagate_forward_time: 385.6340637207, propagate_backward_time: 612.9298095703, weight_update_time: 1.0356277227, other_time: 12.5565185547
epoch time: 81.3937606812s, input_fired_time: 1.5853168964, output_fired_time: 0.0000000000, propagate_forward_time: 77.5801620483, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2282791138
validation[          , genome 17166] predictions:    9828/  10000 (98.28%), best:    9867/10000 (98.67%), error:       559.58368, best error:       421.40518 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 1033.2342529297s, input_fired_time: 12.7663249969, output_fired_time: 13.5387210846, propagate_forward_time: 384.8431701660, propagate_backward_time: 609.9096679688, weight_update_time: 1.0200335979, other_time: 12.1763916016
epoch time: 80.6251068115s, input_fired_time: 1.5490356684, output_fired_time: 0.0000000000, propagate_forward_time: 76.9571838379, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1188888550
validation[          , genome 17166] predictions:    9846/  10000 (98.46%), best:    9867/10000 (98.67%), error:       512.81116, best error:       421.40518 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 1036.0225830078s, input_fired_time: 12.7965145111, output_fired_time: 13.6137199402, propagate_forward_time: 385.1077270508, propagate_backward_time: 612.2431640625, weight_update_time: 1.0249594450, other_time: 12.2614746094
epoch time: 80.9666976929s, input_fired_time: 1.5621761084, output_fired_time: 0.0000000000, propagate_forward_time: 77.2848663330, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1196517944
validation[          , genome 17166] predictions:    9836/  10000 (98.36%), best:    9867/10000 (98.67%), error:       534.67218, best error:       421.40518 on epoch:    14, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 1041.1229248047s, input_fired_time: 12.8004226685, output_fired_time: 13.6158218384, propagate_forward_time: 388.5491333008, propagate_backward_time: 614.0970458984, weight_update_time: 1.0206972361, other_time: 12.0604858398
epoch time: 81.1644363403s, input_fired_time: 1.5825144053, output_fired_time: 0.0000000000, propagate_forward_time: 77.4185333252, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1633911133
validation[          , genome 17166] predictions:    9849/  10000 (98.49%), best:    9867/10000 (98.67%), error:       493.65103, best error:       421.40518 on epoch:    14, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 1038.1436767578s, input_fired_time: 12.8960084915, output_fired_time: 13.6753797531, propagate_forward_time: 386.1768798828, propagate_backward_time: 612.9827880859, weight_update_time: 1.0322291851, other_time: 12.4126586914
epoch time: 81.1994857788s, input_fired_time: 1.5556821823, output_fired_time: 0.0000000000, propagate_forward_time: 77.4965896606, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1472167969
validation[          , genome 17166] predictions:    9826/  10000 (98.26%), best:    9867/10000 (98.67%), error:       570.79352, best error:       421.40518 on epoch:    14, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 1026.3173828125s, input_fired_time: 12.6978902817, output_fired_time: 13.5049533844, propagate_forward_time: 381.5606994629, propagate_backward_time: 606.2609252930, weight_update_time: 1.0237547159, other_time: 12.2929077148
epoch time: 73.9472351074s, input_fired_time: 1.5761078596, output_fired_time: 0.0000000000, propagate_forward_time: 69.6927185059, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6784057617
validation[          , genome 17166] predictions:    9859/  10000 (98.59%), best:    9867/10000 (98.67%), error:       468.97610, best error:       421.40518 on epoch:    14, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 1035.5007324219s, input_fired_time: 12.8076276779, output_fired_time: 13.6099386215, propagate_forward_time: 385.3284912109, propagate_backward_time: 611.4257202148, weight_update_time: 1.0341982841, other_time: 12.3289794922
epoch time: 81.5053176880s, input_fired_time: 1.5713380575, output_fired_time: 0.0000000000, propagate_forward_time: 77.7813568115, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1526260376
validation[          , genome 17166] predictions:    9841/  10000 (98.41%), best:    9867/10000 (98.67%), error:       487.08856, best error:       421.40518 on epoch:    14, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 1039.1575927734s, input_fired_time: 12.7620706558, output_fired_time: 13.5514917374, propagate_forward_time: 388.8831176758, propagate_backward_time: 612.0046386719, weight_update_time: 1.0112630129, other_time: 11.9562377930
epoch time: 80.7934494019s, input_fired_time: 1.5667386055, output_fired_time: 0.0000000000, propagate_forward_time: 77.0418167114, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1848907471
validation[          , genome 17166] predictions:    9788/  10000 (97.88%), best:    9867/10000 (98.67%), error:       635.33276, best error:       421.40518 on epoch:    14, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 1030.3233642578s, input_fired_time: 12.8005275726, output_fired_time: 13.5734090805, propagate_forward_time: 382.2203674316, propagate_backward_time: 609.4409790039, weight_update_time: 1.0186038017, other_time: 12.2880249023
epoch time: 80.9136886597s, input_fired_time: 1.5884575844, output_fired_time: 0.0000000000, propagate_forward_time: 77.0756072998, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2496261597
validation[          , genome 17166] predictions:    9858/  10000 (98.58%), best:    9858/10000 (98.58%), error:       413.42377, best error:       413.42377 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 1038.0838623047s, input_fired_time: 12.8211908340, output_fired_time: 13.6005268097, propagate_forward_time: 387.4794921875, propagate_backward_time: 612.0483398438, weight_update_time: 1.0253740549, other_time: 12.1343383789
epoch time: 81.2726821899s, input_fired_time: 1.6058173180, output_fired_time: 0.0000000000, propagate_forward_time: 77.3753890991, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2914733887
validation[          , genome 17166] predictions:    9835/  10000 (98.35%), best:    9858/10000 (98.58%), error:       524.56555, best error:       413.42377 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 1038.3453369141s, input_fired_time: 12.8634777069, output_fired_time: 13.6355943680, propagate_forward_time: 386.9268493652, propagate_backward_time: 612.5579223633, weight_update_time: 1.0359253883, other_time: 12.3613891602
epoch time: 83.3036727905s, input_fired_time: 1.6307727098, output_fired_time: 0.0000000000, propagate_forward_time: 79.3798141479, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2930831909
validation[          , genome 17166] predictions:    9866/  10000 (98.66%), best:    9858/10000 (98.58%), error:       422.10846, best error:       413.42377 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 1035.0635986328s, input_fired_time: 12.8074502945, output_fired_time: 13.5629978180, propagate_forward_time: 385.8792114258, propagate_backward_time: 610.5968017578, weight_update_time: 1.0303047895, other_time: 12.2171630859
epoch time: 72.5738220215s, input_fired_time: 1.5471017361, output_fired_time: 0.0000000000, propagate_forward_time: 68.4959793091, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5307388306
validation[          , genome 17166] predictions:    9874/  10000 (98.74%), best:    9858/10000 (98.58%), error:       415.82593, best error:       413.42377 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 1026.6763916016s, input_fired_time: 12.7523651123, output_fired_time: 13.5075788498, propagate_forward_time: 381.5710144043, propagate_backward_time: 606.5771484375, weight_update_time: 1.0224975348, other_time: 12.2683105469
epoch time: 78.7526092529s, input_fired_time: 1.5598013401, output_fired_time: 0.0000000000, propagate_forward_time: 75.0341491699, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1586608887
validation[          , genome 17166] predictions:    9842/  10000 (98.42%), best:    9858/10000 (98.58%), error:       485.48743, best error:       413.42377 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 1027.3502197266s, input_fired_time: 12.7122869492, output_fired_time: 13.5246257782, propagate_forward_time: 381.7778625488, propagate_backward_time: 607.1600952148, weight_update_time: 1.0173327923, other_time: 12.1753540039
epoch time: 81.7617568970s, input_fired_time: 1.6080288887, output_fired_time: 0.0000000000, propagate_forward_time: 77.9150848389, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2386398315
validation[          , genome 17166] predictions:    9877/  10000 (98.77%), best:    9877/10000 (98.77%), error:       378.77890, best error:       378.77890 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 1027.9136962891s, input_fired_time: 12.8081760406, output_fired_time: 13.5600395203, propagate_forward_time: 381.9566955566, propagate_backward_time: 607.1690673828, weight_update_time: 1.0273816586, other_time: 12.4196777344
epoch time: 81.3647003174s, input_fired_time: 1.6066825390, output_fired_time: 0.0000000000, propagate_forward_time: 77.4763412476, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2816772461
validation[          , genome 17166] predictions:    9873/  10000 (98.73%), best:    9877/10000 (98.77%), error:       445.13443, best error:       378.77890 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 1035.6973876953s, input_fired_time: 12.8710165024, output_fired_time: 13.6170835495, propagate_forward_time: 386.1079406738, propagate_backward_time: 610.8020629883, weight_update_time: 1.0264226198, other_time: 12.2992553711
epoch time: 77.1583328247s, input_fired_time: 1.5550533533, output_fired_time: 0.0000000000, propagate_forward_time: 73.3818740845, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2214050293
validation[          , genome 17166] predictions:    9864/  10000 (98.64%), best:    9877/10000 (98.77%), error:       432.35602, best error:       378.77890 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 1038.3000488281s, input_fired_time: 12.8877496719, output_fired_time: 13.6161327362, propagate_forward_time: 387.8641662598, propagate_backward_time: 611.6799316406, weight_update_time: 1.0351289511, other_time: 12.2520751953
epoch time: 81.9082031250s, input_fired_time: 1.5948388577, output_fired_time: 0.0000000000, propagate_forward_time: 78.0680847168, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2452774048
validation[          , genome 17166] predictions:    9851/  10000 (98.51%), best:    9877/10000 (98.77%), error:       457.06854, best error:       378.77890 on epoch:    29, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 1027.3477783203s, input_fired_time: 12.7818670273, output_fired_time: 13.5409097672, propagate_forward_time: 380.9205627441, propagate_backward_time: 607.6897583008, weight_update_time: 1.0296177864, other_time: 12.4147338867
epoch time: 81.1936721802s, input_fired_time: 1.5801972151, output_fired_time: 0.0000000000, propagate_forward_time: 77.4147338867, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1987380981
validation[          , genome 17166] predictions:    9874/  10000 (98.74%), best:    9877/10000 (98.77%), error:       406.38168, best error:       378.77890 on epoch:    29, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 1035.7148437500s, input_fired_time: 12.8649988174, output_fired_time: 13.6086292267, propagate_forward_time: 385.5282592773, propagate_backward_time: 611.2820434570, weight_update_time: 1.0366085768, other_time: 12.4309082031
epoch time: 83.1169967651s, input_fired_time: 1.6212258339, output_fired_time: 0.0000000000, propagate_forward_time: 79.2547454834, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2410278320
validation[          , genome 17166] predictions:    9859/  10000 (98.59%), best:    9877/10000 (98.77%), error:       451.39450, best error:       378.77890 on epoch:    29, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 1037.8394775391s, input_fired_time: 12.9274263382, output_fired_time: 13.6241741180, propagate_forward_time: 386.7651977539, propagate_backward_time: 611.9679565430, weight_update_time: 1.0427849293, other_time: 12.5548095703
epoch time: 82.2639923096s, input_fired_time: 1.6282069683, output_fired_time: 0.0000000000, propagate_forward_time: 78.3495635986, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2862243652
validation[          , genome 17166] predictions:    9853/  10000 (98.53%), best:    9877/10000 (98.77%), error:       415.09961, best error:       378.77890 on epoch:    29, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 1034.1064453125s, input_fired_time: 12.8663949966, output_fired_time: 13.5791578293, propagate_forward_time: 385.4817199707, propagate_backward_time: 609.8503417969, weight_update_time: 1.0280488729, other_time: 12.3288574219
epoch time: 77.0806198120s, input_fired_time: 1.5653944016, output_fired_time: 0.0000000000, propagate_forward_time: 73.1599273682, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3553009033
validation[          , genome 17166] predictions:    9872/  10000 (98.72%), best:    9877/10000 (98.77%), error:       427.65408, best error:       378.77890 on epoch:    29, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 1034.9832763672s, input_fired_time: 12.8416395187, output_fired_time: 13.5936832428, propagate_forward_time: 385.5164489746, propagate_backward_time: 610.6950073242, weight_update_time: 1.0311212540, other_time: 12.3364868164
epoch time: 80.4505844116s, input_fired_time: 1.5891892910, output_fired_time: 0.0000000000, propagate_forward_time: 76.6099929810, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2514038086
validation[          , genome 17166] predictions:    9899/  10000 (98.99%), best:    9899/10000 (98.99%), error:       344.07520, best error:       344.07520 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 1042.3562011719s, input_fired_time: 12.9100332260, output_fired_time: 13.6746053696, propagate_forward_time: 389.0066833496, propagate_backward_time: 614.5114746094, weight_update_time: 1.0366803408, other_time: 12.2534179688
epoch time: 83.0452194214s, input_fired_time: 1.6373099089, output_fired_time: 0.0000000000, propagate_forward_time: 79.1187744141, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2891387939
validation[          , genome 17166] predictions:    9873/  10000 (98.73%), best:    9899/10000 (98.99%), error:       389.51859, best error:       344.07520 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 1036.2840576172s, input_fired_time: 12.9172182083, output_fired_time: 13.6025791168, propagate_forward_time: 386.7406616211, propagate_backward_time: 610.7144165039, weight_update_time: 1.0309767723, other_time: 12.3091430664
epoch time: 80.4682006836s, input_fired_time: 1.5913912058, output_fired_time: 0.0000000000, propagate_forward_time: 76.5901031494, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2867050171
validation[          , genome 17166] predictions:    9894/  10000 (98.94%), best:    9899/10000 (98.99%), error:       367.94067, best error:       344.07520 on epoch:    37, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 1034.7059326172s, input_fired_time: 12.7482376099, output_fired_time: 13.5722894669, propagate_forward_time: 385.1556396484, propagate_backward_time: 611.1647949219, weight_update_time: 1.0168461800, other_time: 12.0650024414
epoch time: 81.5359649658s, input_fired_time: 1.5760359764, output_fired_time: 0.0000000000, propagate_forward_time: 77.8469772339, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1129531860
validation[          , genome 17166] predictions:    9878/  10000 (98.78%), best:    9899/10000 (98.99%), error:       402.43893, best error:       344.07520 on epoch:    37, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 1031.4434814453s, input_fired_time: 12.8283634186, output_fired_time: 13.5871305466, propagate_forward_time: 382.9974975586, propagate_backward_time: 609.7090454102, weight_update_time: 1.0241147280, other_time: 12.3214111328
epoch time: 80.7119674683s, input_fired_time: 1.5913287401, output_fired_time: 0.0000000000, propagate_forward_time: 76.9274902344, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1931457520
validation[          , genome 17166] predictions:    9861/  10000 (98.61%), best:    9899/10000 (98.99%), error:       436.09360, best error:       344.07520 on epoch:    37, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 1036.8117675781s, input_fired_time: 12.9083967209, output_fired_time: 13.6066427231, propagate_forward_time: 386.9440612793, propagate_backward_time: 611.1044921875, weight_update_time: 1.0317016840, other_time: 12.2481689453
epoch time: 77.1046752930s, input_fired_time: 1.5833368301, output_fired_time: 0.0000000000, propagate_forward_time: 73.0687408447, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4525985718
validation[          , genome 17166] predictions:    9872/  10000 (98.72%), best:    9899/10000 (98.99%), error:       419.60080, best error:       344.07520 on epoch:    37, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 1035.3818359375s, input_fired_time: 12.8185977936, output_fired_time: 13.5623168945, propagate_forward_time: 386.1704101563, propagate_backward_time: 610.6556396484, weight_update_time: 1.0197566748, other_time: 12.1748657227
epoch time: 81.0644607544s, input_fired_time: 1.6036146879, output_fired_time: 0.0000000000, propagate_forward_time: 77.2439651489, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2168807983
validation[          , genome 17166] predictions:    9881/  10000 (98.81%), best:    9899/10000 (98.99%), error:       407.59683, best error:       344.07520 on epoch:    37, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 1034.9897460938s, input_fired_time: 12.8654956818, output_fired_time: 13.5789680481, propagate_forward_time: 385.6900329590, propagate_backward_time: 610.6392822266, weight_update_time: 1.0305023193, other_time: 12.2159423828
epoch time: 80.6721191406s, input_fired_time: 1.5810713768, output_fired_time: 0.0000000000, propagate_forward_time: 76.8728942871, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2181549072
validation[          , genome 17166] predictions:    9887/  10000 (98.87%), best:    9899/10000 (98.99%), error:       351.18353, best error:       344.07520 on epoch:    37, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 1028.8176269531s, input_fired_time: 12.7722425461, output_fired_time: 13.5653190613, propagate_forward_time: 381.7550354004, propagate_backward_time: 608.5581054688, weight_update_time: 1.0137939453, other_time: 12.1669921875
epoch time: 82.2150344849s, input_fired_time: 1.6273772717, output_fired_time: 0.0000000000, propagate_forward_time: 78.2816390991, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3060150146
validation[          , genome 17166] predictions:    9874/  10000 (98.74%), best:    9899/10000 (98.99%), error:       430.65289, best error:       344.07520 on epoch:    37, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 1033.2866210938s, input_fired_time: 12.8254947662, output_fired_time: 13.5634231567, propagate_forward_time: 385.0762329102, propagate_backward_time: 609.6318359375, weight_update_time: 1.0215657949, other_time: 12.1896362305
epoch time: 81.8160018921s, input_fired_time: 1.6360967159, output_fired_time: 0.0000000000, propagate_forward_time: 77.9124221802, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2674865723
validation[          , genome 17166] predictions:    9881/  10000 (98.81%), best:    9899/10000 (98.99%), error:       392.00037, best error:       344.07520 on epoch:    37, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 1035.9256591797s, input_fired_time: 12.8778047562, output_fired_time: 13.6062564850, propagate_forward_time: 386.4776306152, propagate_backward_time: 610.7881469727, weight_update_time: 1.0179311037, other_time: 12.1758422852
epoch time: 81.2501525879s, input_fired_time: 1.5862897635, output_fired_time: 0.0000000000, propagate_forward_time: 77.4894638062, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1744003296
validation[          , genome 17166] predictions:    9865/  10000 (98.65%), best:    9899/10000 (98.99%), error:       400.21521, best error:       344.07520 on epoch:    37, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 1035.3265380859s, input_fired_time: 12.8609972000, output_fired_time: 13.5911159515, propagate_forward_time: 385.8814392090, propagate_backward_time: 610.8297729492, weight_update_time: 1.0186083317, other_time: 12.1631469727
epoch time: 82.4297409058s, input_fired_time: 1.6153471470, output_fired_time: 0.0000000000, propagate_forward_time: 78.6097106934, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2046813965
validation[          , genome 17166] predictions:    9889/  10000 (98.89%), best:    9889/10000 (98.89%), error:       321.51691, best error:       321.51691 on epoch:    48, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 1035.9066162109s, input_fired_time: 12.9488153458, output_fired_time: 13.6273441315, propagate_forward_time: 385.3272094727, propagate_backward_time: 611.5906982422, weight_update_time: 1.0364967585, other_time: 12.4125976563
epoch time: 81.9163208008s, input_fired_time: 1.6215643883, output_fired_time: 0.0000000000, propagate_forward_time: 78.0892944336, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2054595947
validation[          , genome 17166] predictions:    9884/  10000 (98.84%), best:    9889/10000 (98.89%), error:       347.19614, best error:       321.51691 on epoch:    48, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 1030.3370361328s, input_fired_time: 12.8477602005, output_fired_time: 13.5530061722, propagate_forward_time: 383.6586303711, propagate_backward_time: 607.9701538086, weight_update_time: 1.0192307234, other_time: 12.3074951172
epoch time: 78.8087005615s, input_fired_time: 1.5799162388, output_fired_time: 0.0000000000, propagate_forward_time: 74.9389266968, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2898559570
validation[          , genome 17166] predictions:    9889/  10000 (98.89%), best:    9889/10000 (98.89%), error:       333.54202, best error:       321.51691 on epoch:    48, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 1035.2828369141s, input_fired_time: 12.9348287582, output_fired_time: 13.6264438629, propagate_forward_time: 385.2853088379, propagate_backward_time: 610.9735107422, weight_update_time: 1.0424587727, other_time: 12.4627685547
epoch time: 81.8646621704s, input_fired_time: 1.6051825285, output_fired_time: 0.0000000000, propagate_forward_time: 78.0214614868, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2380218506
validation[          , genome 17166] predictions:    9895/  10000 (98.95%), best:    9889/10000 (98.89%), error:       362.58493, best error:       321.51691 on epoch:    48, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 1036.9658203125s, input_fired_time: 12.9197692871, output_fired_time: 13.5854425430, propagate_forward_time: 386.7549743652, propagate_backward_time: 611.5285034180, weight_update_time: 1.0276033878, other_time: 12.1770629883
epoch time: 85.0984878540s, input_fired_time: 1.6920853853, output_fired_time: 0.0000000000, propagate_forward_time: 81.0692520142, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3371505737
validation[          , genome 17166] predictions:    9875/  10000 (98.75%), best:    9889/10000 (98.89%), error:       382.24152, best error:       321.51691 on epoch:    48, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 1025.9160156250s, input_fired_time: 12.8841772079, output_fired_time: 13.5784873962, propagate_forward_time: 379.9301757813, propagate_backward_time: 606.9869995117, weight_update_time: 1.0274095535, other_time: 12.5361938477
epoch time: 82.8672637939s, input_fired_time: 1.6400375366, output_fired_time: 0.0000000000, propagate_forward_time: 79.0187377930, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2084884644
validation[          , genome 17166] predictions:    9889/  10000 (98.89%), best:    9889/10000 (98.89%), error:       336.23770, best error:       321.51691 on epoch:    48, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 1035.3898925781s, input_fired_time: 12.9743680954, output_fired_time: 13.6413297653, propagate_forward_time: 385.9050292969, propagate_backward_time: 610.3972778320, weight_update_time: 1.0387541056, other_time: 12.4718627930
epoch time: 84.7410964966s, input_fired_time: 1.6802989244, output_fired_time: 0.0000000000, propagate_forward_time: 80.7716903687, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2891082764
validation[          , genome 17166] predictions:    9881/  10000 (98.81%), best:    9889/10000 (98.89%), error:       373.20880, best error:       321.51691 on epoch:    48, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 1037.2055664063s, input_fired_time: 12.9932212830, output_fired_time: 13.6604070663, propagate_forward_time: 386.2269897461, propagate_backward_time: 611.9044189453, weight_update_time: 1.0347874165, other_time: 12.4205932617
epoch time: 80.9778823853s, input_fired_time: 1.6281882524, output_fired_time: 0.0000000000, propagate_forward_time: 77.0669555664, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2827377319
validation[          , genome 17166] predictions:    9890/  10000 (98.90%), best:    9889/10000 (98.89%), error:       339.14789, best error:       321.51691 on epoch:    48, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 1038.8929443359s, input_fired_time: 12.8951416016, output_fired_time: 13.5956840515, propagate_forward_time: 387.9988403320, propagate_backward_time: 612.3390502930, weight_update_time: 1.0204792023, other_time: 12.0642089844
epoch time: 80.9201660156s, input_fired_time: 1.5953909159, output_fired_time: 0.0000000000, propagate_forward_time: 77.0789184570, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2458572388
validation[          , genome 17166] predictions:    9889/  10000 (98.89%), best:    9889/10000 (98.89%), error:       349.03165, best error:       321.51691 on epoch:    48, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 1038.2397460938s, input_fired_time: 13.0043926239, output_fired_time: 13.6176252365, propagate_forward_time: 386.7702026367, propagate_backward_time: 612.4393920898, weight_update_time: 1.0326848030, other_time: 12.4081420898
epoch time: 79.6057357788s, input_fired_time: 1.5880405903, output_fired_time: 0.0000000000, propagate_forward_time: 75.8509902954, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1667022705
validation[          , genome 17166] predictions:    9878/  10000 (98.78%), best:    9889/10000 (98.89%), error:       353.96677, best error:       321.51691 on epoch:    48, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 1035.9345703125s, input_fired_time: 12.9055376053, output_fired_time: 13.6216650009, propagate_forward_time: 386.3366394043, propagate_backward_time: 610.8088378906, weight_update_time: 1.0273292065, other_time: 12.2619628906
epoch time: 82.0562362671s, input_fired_time: 1.6009647846, output_fired_time: 0.0000000000, propagate_forward_time: 78.2962493896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1590194702
validation[          , genome 17166] predictions:    9884/  10000 (98.84%), best:    9889/10000 (98.89%), error:       374.91992, best error:       321.51691 on epoch:    48, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 1023.6837158203s, input_fired_time: 12.8157224655, output_fired_time: 13.5587034225, propagate_forward_time: 379.5180664063, propagate_backward_time: 605.3773803711, weight_update_time: 1.0175008774, other_time: 12.4138183594
epoch time: 81.8343429565s, input_fired_time: 1.6190836430, output_fired_time: 0.0000000000, propagate_forward_time: 78.0074996948, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2077560425
validation[          , genome 17166] predictions:    9888/  10000 (98.88%), best:    9889/10000 (98.89%), error:       337.34238, best error:       321.51691 on epoch:    48, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 1028.1245117188s, input_fired_time: 12.9008111954, output_fired_time: 13.6106233597, propagate_forward_time: 381.4923706055, propagate_backward_time: 607.5684204102, weight_update_time: 1.0290015936, other_time: 12.5523071289
epoch time: 83.1980667114s, input_fired_time: 1.6683130264, output_fired_time: 0.0000000000, propagate_forward_time: 79.2310791016, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2986755371
validation[          , genome 17166] predictions:    9884/  10000 (98.84%), best:    9889/10000 (98.89%), error:       368.22748, best error:       321.51691 on epoch:    48, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 1037.9595947266s, input_fired_time: 12.9761667252, output_fired_time: 13.6869249344, propagate_forward_time: 385.6947631836, propagate_backward_time: 613.1528930664, weight_update_time: 1.0321418047, other_time: 12.4487915039
epoch time: 82.4262924194s, input_fired_time: 1.6146607399, output_fired_time: 0.0000000000, propagate_forward_time: 78.6017837524, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2098464966
validation[          , genome 17166] predictions:    9890/  10000 (98.90%), best:    9889/10000 (98.89%), error:       355.23804, best error:       321.51691 on epoch:    48, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 1033.5010986328s, input_fired_time: 12.9183130264, output_fired_time: 13.5944042206, propagate_forward_time: 384.2837219238, propagate_backward_time: 610.4099121094, weight_update_time: 1.0268864632, other_time: 12.2946777344
epoch time: 82.5980606079s, input_fired_time: 1.6393276453, output_fired_time: 0.0000000000, propagate_forward_time: 78.7325592041, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2261734009
validation[          , genome 17166] predictions:    9900/  10000 (99.00%), best:    9889/10000 (98.89%), error:       322.38232, best error:       321.51691 on epoch:    48, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 1027.5305175781s, input_fired_time: 12.8758125305, output_fired_time: 13.5231237411, propagate_forward_time: 381.2351379395, propagate_backward_time: 607.4967041016, weight_update_time: 1.0264358521, other_time: 12.3997802734
epoch time: 80.1665267944s, input_fired_time: 1.5842183828, output_fired_time: 0.0000000000, propagate_forward_time: 76.3961563110, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1861495972
validation[          , genome 17166] predictions:    9878/  10000 (98.78%), best:    9889/10000 (98.89%), error:       382.35028, best error:       321.51691 on epoch:    48, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 1036.3452148438s, input_fired_time: 12.9677581787, output_fired_time: 13.6350030899, propagate_forward_time: 386.0144653320, propagate_backward_time: 611.3139038086, weight_update_time: 1.0315172672, other_time: 12.4140625000
epoch time: 81.8642578125s, input_fired_time: 1.6040474176, output_fired_time: 0.0000000000, propagate_forward_time: 78.0628814697, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1973266602
validation[          , genome 17166] predictions:    9894/  10000 (98.94%), best:    9889/10000 (98.89%), error:       332.27347, best error:       321.51691 on epoch:    48, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 1036.1810302734s, input_fired_time: 12.9408740997, output_fired_time: 13.6196565628, propagate_forward_time: 386.0828247070, propagate_backward_time: 611.2699584961, weight_update_time: 1.0282140970, other_time: 12.2677612305
epoch time: 81.3258438110s, input_fired_time: 1.6130801439, output_fired_time: 0.0000000000, propagate_forward_time: 77.4698638916, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2428970337
validation[          , genome 17166] predictions:    9900/  10000 (99.00%), best:    9889/10000 (98.89%), error:       337.13046, best error:       321.51691 on epoch:    48, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 1041.1805419922s, input_fired_time: 12.9743833542, output_fired_time: 13.6777105331, propagate_forward_time: 388.2691650391, propagate_backward_time: 613.9763183594, weight_update_time: 1.0304652452, other_time: 12.2829589844
epoch time: 80.6720123291s, input_fired_time: 1.5922025442, output_fired_time: 0.0000000000, propagate_forward_time: 76.9164123535, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1633987427
validation[          , genome 17166] predictions:    9897/  10000 (98.97%), best:    9889/10000 (98.89%), error:       329.99619, best error:       321.51691 on epoch:    48, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 1039.8413085938s, input_fired_time: 12.9595890045, output_fired_time: 13.6333580017, propagate_forward_time: 387.7299499512, propagate_backward_time: 613.3114624023, weight_update_time: 1.0239471197, other_time: 12.2069702148
epoch time: 78.2101135254s, input_fired_time: 1.5961806774, output_fired_time: 0.0000000000, propagate_forward_time: 74.2720947266, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3418350220
validation[          , genome 17166] predictions:    9899/  10000 (98.99%), best:    9889/10000 (98.89%), error:       335.74872, best error:       321.51691 on epoch:    48, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 1032.7595214844s, input_fired_time: 12.8562202454, output_fired_time: 13.5429344177, propagate_forward_time: 384.3147277832, propagate_backward_time: 609.9840087891, weight_update_time: 1.0194743872, other_time: 12.0616455078
epoch time: 81.6110305786s, input_fired_time: 1.6140800714, output_fired_time: 0.0000000000, propagate_forward_time: 77.7729644775, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2239837646
validation[          , genome 17166] predictions:    9897/  10000 (98.97%), best:    9897/10000 (98.97%), error:       315.33353, best error:       315.33353 on epoch:    68, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 1029.7833251953s, input_fired_time: 12.8275957108, output_fired_time: 13.5353441238, propagate_forward_time: 383.3644104004, propagate_backward_time: 607.9421997070, weight_update_time: 1.0212028027, other_time: 12.1138305664
epoch time: 84.1396102905s, input_fired_time: 1.6725685596, output_fired_time: 0.0000000000, propagate_forward_time: 80.1589050293, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3081359863
validation[          , genome 17166] predictions:    9892/  10000 (98.92%), best:    9897/10000 (98.97%), error:       324.87775, best error:       315.33353 on epoch:    68, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 1038.1591796875s, input_fired_time: 12.9527587891, output_fired_time: 13.6175060272, propagate_forward_time: 386.7671508789, propagate_backward_time: 612.5208129883, weight_update_time: 1.0346645117, other_time: 12.3009643555
epoch time: 82.3371047974s, input_fired_time: 1.6027450562, output_fired_time: 0.0000000000, propagate_forward_time: 78.5845870972, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1497726440
validation[          , genome 17166] predictions:    9903/  10000 (99.03%), best:    9897/10000 (98.97%), error:       325.58032, best error:       315.33353 on epoch:    68, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 1031.4321289063s, input_fired_time: 12.9414634705, output_fired_time: 13.6041784286, propagate_forward_time: 382.9601745605, propagate_backward_time: 609.5329589844, weight_update_time: 1.0340647697, other_time: 12.3933105469
epoch time: 81.7515182495s, input_fired_time: 1.5863186121, output_fired_time: 0.0000000000, propagate_forward_time: 78.0466613770, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1185379028
validation[          , genome 17166] predictions:    9889/  10000 (98.89%), best:    9897/10000 (98.97%), error:       331.65216, best error:       315.33353 on epoch:    68, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 1037.1468505859s, input_fired_time: 12.9091787338, output_fired_time: 13.6048107147, propagate_forward_time: 386.2459106445, propagate_backward_time: 612.2741699219, weight_update_time: 1.0250055790, other_time: 12.1127929688
epoch time: 77.5908584595s, input_fired_time: 1.5832169056, output_fired_time: 0.0000000000, propagate_forward_time: 73.6526489258, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3549957275
validation[          , genome 17166] predictions:    9890/  10000 (98.90%), best:    9897/10000 (98.97%), error:       330.83902, best error:       315.33353 on epoch:    68, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 1029.3739013672s, input_fired_time: 12.8429470062, output_fired_time: 13.5244865417, propagate_forward_time: 383.9430236816, propagate_backward_time: 606.8673095703, weight_update_time: 1.0245465040, other_time: 12.1961669922
epoch time: 81.1074600220s, input_fired_time: 1.6087708473, output_fired_time: 0.0000000000, propagate_forward_time: 77.2689285278, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2297592163
validation[          , genome 17166] predictions:    9902/  10000 (99.02%), best:    9902/10000 (99.02%), error:       300.94168, best error:       300.94168 on epoch:    73, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 1029.9333496094s, input_fired_time: 12.8570852280, output_fired_time: 13.5591335297, propagate_forward_time: 382.8645935059, propagate_backward_time: 608.4301757813, weight_update_time: 1.0158623457, other_time: 12.2224121094
epoch time: 81.7774505615s, input_fired_time: 1.6152396202, output_fired_time: 0.0000000000, propagate_forward_time: 77.9790802002, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1831283569
validation[          , genome 17166] predictions:    9900/  10000 (99.00%), best:    9902/10000 (99.02%), error:       306.51172, best error:       300.94168 on epoch:    73, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 1028.6152343750s, input_fired_time: 12.8206825256, output_fired_time: 13.5347728729, propagate_forward_time: 382.2010803223, propagate_backward_time: 607.8881835938, weight_update_time: 1.0142995119, other_time: 12.1705322266
epoch time: 80.6950378418s, input_fired_time: 1.6375668049, output_fired_time: 0.0000000000, propagate_forward_time: 76.7338562012, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3236160278
validation[          , genome 17166] predictions:    9894/  10000 (98.94%), best:    9902/10000 (99.02%), error:       315.06046, best error:       300.94168 on epoch:    73, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 1035.1314697266s, input_fired_time: 12.8916120529, output_fired_time: 13.6022958755, propagate_forward_time: 385.9315185547, propagate_backward_time: 610.5637817383, weight_update_time: 1.0177918673, other_time: 12.1422729492
epoch time: 81.5989456177s, input_fired_time: 1.6260627508, output_fired_time: 0.0000000000, propagate_forward_time: 77.7169876099, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2558975220
validation[          , genome 17166] predictions:    9897/  10000 (98.97%), best:    9902/10000 (99.02%), error:       311.81982, best error:       300.94168 on epoch:    73, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 1035.4405517578s, input_fired_time: 12.9288759232, output_fired_time: 13.5998954773, propagate_forward_time: 385.1227416992, propagate_backward_time: 611.6260986328, weight_update_time: 1.0185886621, other_time: 12.1629028320
epoch time: 82.3540191650s, input_fired_time: 1.6644879580, output_fired_time: 0.0000000000, propagate_forward_time: 78.4009017944, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2886276245
validation[          , genome 17166] predictions:    9893/  10000 (98.93%), best:    9902/10000 (99.02%), error:       330.15799, best error:       300.94168 on epoch:    73, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 1023.8758544922s, input_fired_time: 12.8573856354, output_fired_time: 13.5207204819, propagate_forward_time: 379.3864440918, propagate_backward_time: 605.8138427734, weight_update_time: 1.0158289671, other_time: 12.2974853516
epoch time: 81.2518005371s, input_fired_time: 1.5856281519, output_fired_time: 0.0000000000, propagate_forward_time: 77.5648422241, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1013336182
validation[          , genome 17166] predictions:    9900/  10000 (99.00%), best:    9902/10000 (99.02%), error:       315.94559, best error:       300.94168 on epoch:    73, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 1032.8018798828s, input_fired_time: 12.9553689957, output_fired_time: 13.5999765396, propagate_forward_time: 383.7873535156, propagate_backward_time: 610.1696166992, weight_update_time: 1.0253347158, other_time: 12.2895507813
epoch time: 80.2028579712s, input_fired_time: 1.5821467638, output_fired_time: 0.0000000000, propagate_forward_time: 76.4990692139, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1216430664
validation[          , genome 17166] predictions:    9891/  10000 (98.91%), best:    9902/10000 (99.02%), error:       320.93188, best error:       300.94168 on epoch:    73, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 1034.8684082031s, input_fired_time: 12.8997163773, output_fired_time: 13.5710668564, propagate_forward_time: 385.8326110840, propagate_backward_time: 610.5718383789, weight_update_time: 1.0112645626, other_time: 11.9932250977
epoch time: 81.7886734009s, input_fired_time: 1.5818458796, output_fired_time: 0.0000000000, propagate_forward_time: 78.1353912354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0714340210
validation[          , genome 17166] predictions:    9903/  10000 (99.03%), best:    9902/10000 (99.02%), error:       311.11279, best error:       300.94168 on epoch:    73, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 1022.8637695313s, input_fired_time: 12.7724132538, output_fired_time: 13.4822759628, propagate_forward_time: 378.7611083984, propagate_backward_time: 605.6766967773, weight_update_time: 1.0092457533, other_time: 12.1712646484
epoch time: 81.8564682007s, input_fired_time: 1.6423608065, output_fired_time: 0.0000000000, propagate_forward_time: 77.9450759888, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2690277100
validation[          , genome 17166] predictions:    9896/  10000 (98.96%), best:    9902/10000 (99.02%), error:       316.53180, best error:       300.94168 on epoch:    73, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 1027.9899902344s, input_fired_time: 12.9160642624, output_fired_time: 13.5204076767, propagate_forward_time: 381.7373962402, propagate_backward_time: 607.4448852539, weight_update_time: 1.0244314671, other_time: 12.3712768555
epoch time: 78.4575958252s, input_fired_time: 1.6039216518, output_fired_time: 0.0000000000, propagate_forward_time: 74.5984802246, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2551956177
validation[          , genome 17166] predictions:    9903/  10000 (99.03%), best:    9902/10000 (99.02%), error:       305.69620, best error:       300.94168 on epoch:    73, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 1038.7873535156s, input_fired_time: 13.0194406509, output_fired_time: 13.6651220322, propagate_forward_time: 387.0973205566, propagate_backward_time: 612.6465454102, weight_update_time: 1.0331230164, other_time: 12.3589477539
epoch time: 80.0846023560s, input_fired_time: 1.6183549166, output_fired_time: 0.0000000000, propagate_forward_time: 76.1950759888, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2711715698
validation[          , genome 17166] predictions:    9903/  10000 (99.03%), best:    9902/10000 (99.02%), error:       316.16116, best error:       300.94168 on epoch:    73, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 1032.2047119141s, input_fired_time: 12.9157161713, output_fired_time: 13.5522861481, propagate_forward_time: 383.6554870605, propagate_backward_time: 609.7697143555, weight_update_time: 1.0257351398, other_time: 12.3114624023
epoch time: 79.3853607178s, input_fired_time: 1.6337692738, output_fired_time: 0.0000000000, propagate_forward_time: 75.3999328613, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3516616821
validation[          , genome 17166] predictions:    9904/  10000 (99.04%), best:    9902/10000 (99.02%), error:       308.57858, best error:       300.94168 on epoch:    73, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 1035.1164550781s, input_fired_time: 12.9727563858, output_fired_time: 13.6278333664, propagate_forward_time: 385.0136108398, propagate_backward_time: 611.1875000000, weight_update_time: 1.0274022818, other_time: 12.3147583008
epoch time: 81.4228363037s, input_fired_time: 1.5910420418, output_fired_time: 0.0000000000, propagate_forward_time: 77.7309875488, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1008071899
validation[          , genome 17166] predictions:    9895/  10000 (98.95%), best:    9902/10000 (99.02%), error:       312.23212, best error:       300.94168 on epoch:    73, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 1029.3148193359s, input_fired_time: 12.9119749069, output_fired_time: 13.5952005386, propagate_forward_time: 382.6177062988, propagate_backward_time: 607.7668457031, weight_update_time: 1.0304862261, other_time: 12.4230957031
epoch time: 80.7689132690s, input_fired_time: 1.5904766321, output_fired_time: 0.0000000000, propagate_forward_time: 77.0460586548, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1323776245
validation[          , genome 17166] predictions:    9899/  10000 (98.99%), best:    9902/10000 (99.02%), error:       311.47067, best error:       300.94168 on epoch:    73, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 1021.0697021484s, input_fired_time: 12.9269351959, output_fired_time: 13.5508518219, propagate_forward_time: 377.4042358398, propagate_backward_time: 604.5489501953, weight_update_time: 1.0272163153, other_time: 12.6387329102
epoch time: 82.6975173950s, input_fired_time: 1.6356060505, output_fired_time: 0.0000000000, propagate_forward_time: 78.8552932739, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2066192627
validation[          , genome 17166] predictions:    9906/  10000 (99.06%), best:    9902/10000 (99.02%), error:       310.17294, best error:       300.94168 on epoch:    73, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 1034.2301025391s, input_fired_time: 12.9159955978, output_fired_time: 13.5782794952, propagate_forward_time: 385.2139892578, propagate_backward_time: 610.3475341797, weight_update_time: 1.0180479288, other_time: 12.1742553711
epoch time: 79.0221939087s, input_fired_time: 1.6047760248, output_fired_time: 0.0000000000, propagate_forward_time: 75.1250152588, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2924041748
validation[          , genome 17166] predictions:    9900/  10000 (99.00%), best:    9902/10000 (99.02%), error:       318.10089, best error:       300.94168 on epoch:    73, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 1032.0212402344s, input_fired_time: 12.8632240295, output_fired_time: 13.5373458862, propagate_forward_time: 384.0879821777, propagate_backward_time: 609.5629272461, weight_update_time: 1.0077437162, other_time: 11.9697875977
epoch time: 75.2887191772s, input_fired_time: 1.5518441200, output_fired_time: 0.0000000000, propagate_forward_time: 71.4794616699, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2574157715
validation[          , genome 17166] predictions:    9898/  10000 (98.98%), best:    9902/10000 (99.02%), error:       310.88574, best error:       300.94168 on epoch:    73, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 1035.8398437500s, input_fired_time: 12.9419174194, output_fired_time: 13.5709619522, propagate_forward_time: 386.3356018066, propagate_backward_time: 610.7805786133, weight_update_time: 1.0242319107, other_time: 12.2107543945
epoch time: 81.7651138306s, input_fired_time: 1.6093374491, output_fired_time: 0.0000000000, propagate_forward_time: 77.9698562622, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1859207153
validation[          , genome 17166] predictions:    9906/  10000 (99.06%), best:    9902/10000 (99.02%), error:       306.05573, best error:       300.94168 on epoch:    73, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 1039.4815673828s, input_fired_time: 12.9804449081, output_fired_time: 13.6261472702, propagate_forward_time: 387.6519470215, propagate_backward_time: 612.9385986328, weight_update_time: 1.0244402885, other_time: 12.2844238281
epoch time: 79.1451797485s, input_fired_time: 1.5922257900, output_fired_time: 0.0000000000, propagate_forward_time: 75.3215026855, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2314529419
validation[          , genome 17166] predictions:    9904/  10000 (99.04%), best:    9902/10000 (99.02%), error:       313.12112, best error:       300.94168 on epoch:    73, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 1028.4130859375s, input_fired_time: 12.8641510010, output_fired_time: 13.5343179703, propagate_forward_time: 381.7449645996, propagate_backward_time: 608.0484008789, weight_update_time: 1.0177438259, other_time: 12.2212524414
epoch time: 81.4590072632s, input_fired_time: 1.6147724390, output_fired_time: 0.0000000000, propagate_forward_time: 77.6696319580, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1746063232
validation[          , genome 17166] predictions:    9900/  10000 (99.00%), best:    9902/10000 (99.02%), error:       313.73108, best error:       300.94168 on epoch:    73, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 1029.1008300781s, input_fired_time: 12.9287796021, output_fired_time: 13.5747632980, propagate_forward_time: 381.4966125488, propagate_backward_time: 608.6846313477, weight_update_time: 1.0235944986, other_time: 12.4160766602
epoch time: 80.5886840820s, input_fired_time: 1.6188699007, output_fired_time: 0.0000000000, propagate_forward_time: 76.7553710938, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2144393921
validation[          , genome 17166] predictions:    9904/  10000 (99.04%), best:    9902/10000 (99.02%), error:       308.69891, best error:       300.94168 on epoch:    73, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 1036.7531738281s, input_fired_time: 12.9264841080, output_fired_time: 13.6066818237, propagate_forward_time: 386.9866333008, propagate_backward_time: 611.0855712891, weight_update_time: 1.0237735510, other_time: 12.1477661133
epoch time: 82.7311630249s, input_fired_time: 1.6495202780, output_fired_time: 0.0000000000, propagate_forward_time: 78.8609619141, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2206802368
validation[          , genome 17166] predictions:    9898/  10000 (98.98%), best:    9902/10000 (99.02%), error:       306.16980, best error:       300.94168 on epoch:    73, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 1032.6368408203s, input_fired_time: 12.9207592010, output_fired_time: 13.5708885193, propagate_forward_time: 384.2016906738, propagate_backward_time: 609.6597290039, weight_update_time: 1.0260704756, other_time: 12.2837524414
epoch time: 77.7530212402s, input_fired_time: 1.5950050354, output_fired_time: 0.0000000000, propagate_forward_time: 73.8243560791, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3336639404
validation[          , genome 17166] predictions:    9902/  10000 (99.02%), best:    9902/10000 (99.02%), error:       312.73135, best error:       300.94168 on epoch:    73, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 1026.7750244141s, input_fired_time: 12.8366556168, output_fired_time: 13.5374689102, propagate_forward_time: 380.1865844727, propagate_backward_time: 608.0239868164, weight_update_time: 1.0125393867, other_time: 12.1903076172
epoch time: 81.0367202759s, input_fired_time: 1.6365475655, output_fired_time: 0.0000000000, propagate_forward_time: 77.1128387451, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2873306274
validation[          , genome 17166] predictions:    9900/  10000 (99.00%), best:    9902/10000 (99.02%), error:       309.89621, best error:       300.94168 on epoch:    73, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 1035.8175048828s, input_fired_time: 12.9490547180, output_fired_time: 13.5970535278, propagate_forward_time: 386.6037902832, propagate_backward_time: 610.5221557617, weight_update_time: 1.0160020590, other_time: 12.1454467773
epoch time: 77.9063491821s, input_fired_time: 1.5994844437, output_fired_time: 0.0000000000, propagate_forward_time: 74.0079727173, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2988891602
validation[          , genome 17166] predictions:    9898/  10000 (98.98%), best:    9902/10000 (99.02%), error:       308.38968, best error:       300.94168 on epoch:    73, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 1029.2890625000s, input_fired_time: 12.9368782043, output_fired_time: 13.5578374863, propagate_forward_time: 382.4624023438, propagate_backward_time: 608.0039672852, weight_update_time: 1.0242060423, other_time: 12.3279418945
epoch time: 80.8457565308s, input_fired_time: 1.6073837280, output_fired_time: 0.0000000000, propagate_forward_time: 77.0529785156, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1853942871
validation[          , genome 17166] predictions:    9897/  10000 (98.97%), best:    9902/10000 (99.02%), error:       310.22681, best error:       300.94168 on epoch:    73, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 1026.0363769531s, input_fired_time: 12.8976173401, output_fired_time: 13.5667476654, propagate_forward_time: 379.9890136719, propagate_backward_time: 607.2602539063, weight_update_time: 1.0101282597, other_time: 12.3226928711
epoch time: 81.3832397461s, input_fired_time: 1.6067694426, output_fired_time: 0.0000000000, propagate_forward_time: 77.5902633667, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1862106323
validation[          , genome 17166] predictions:    9897/  10000 (98.97%), best:    9902/10000 (99.02%), error:       310.88629, best error:       300.94168 on epoch:    73, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 1020.0411987305s, input_fired_time: 12.9018096924, output_fired_time: 13.5403356552, propagate_forward_time: 376.8686523438, propagate_backward_time: 604.1597290039, weight_update_time: 1.0277675390, other_time: 12.5706787109
epoch time: 80.4142150879s, input_fired_time: 1.5820996761, output_fired_time: 0.0000000000, propagate_forward_time: 76.7361907959, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0959243774
validation[          , genome 17166] predictions:    9901/  10000 (99.01%), best:    9902/10000 (99.02%), error:       313.96716, best error:       300.94168 on epoch:    73, 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: 404.6268920898s, input_fired_time: 8.0307607651, output_fired_time: 0.0000000000, propagate_forward_time: 385.5811462402, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 11.0149841309
best training[          , genome 17166] predictions:   50000/  50000 (100.00%), best:    9902/10000 (99.02%), error:       123.56483, best error:       300.94168 on epoch:    73, 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: 82.4021987915s, input_fired_time: 1.6450036764, output_fired_time: 0.0000000000, propagate_forward_time: 78.4760360718, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2811584473
   testing[          , genome 17166] predictions:    9913/  10000 (99.13%), best:    9902/10000 (99.02%), error:       261.11346, best error:       300.94168 on epoch:    73, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
21:37:37 (5068): called boinc_finish(0)

</stderr_txt>
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