Nameexact_genome_1512568488_44_5482_1
Workunit2598690
Created7 Dec 2017, 14:59:08 UTC
Sent7 Dec 2017, 15:04:53 UTC
Report deadline13 Dec 2017, 20:59:09 UTC
Received7 Dec 2017, 22:33:51 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID67174
Run time1 hours 47 min 26 sec
CPU time1 hours 47 min 24 sec
Validate stateValid
Credit1,561.51
Device peak FLOPS4.03 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size151.73 MB
Peak swap size153.39 MB
Peak disk usage1.04 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
5, epoch:   13/100, mu: 0.7384625077, learning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 58.7640419006s, input_fired_time: 1.0287582874, output_fired_time: 0.6849178076, propagate_forward_time: 21.9967536926, propagate_backward_time: 33.1843261719, weight_update_time: 0.0673751161, other_time: 1.8692855835
epoch time: 4.6653995514s, input_fired_time: 0.1047584936, output_fired_time: 0.0000000000, propagate_forward_time: 4.2383017540, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3223395348
validation[          , genome  5482] predictions:    9682/  10000 (96.82%), best:    9709/10000 (97.09%), error:      1057.29700, best error:      1021.01111 on epoch:     5, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 57.0903930664s, input_fired_time: 1.0161648989, output_fired_time: 0.6710069180, propagate_forward_time: 21.3176040649, propagate_backward_time: 32.2778511047, weight_update_time: 0.0653551295, other_time: 1.8077659607
epoch time: 4.6658930779s, input_fired_time: 0.1036249772, output_fired_time: 0.0000000000, propagate_forward_time: 4.2406210899, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3216471672
validation[          , genome  5482] predictions:    9694/  10000 (96.94%), best:    9709/10000 (97.09%), error:      1024.23657, best error:      1021.01111 on epoch:     5, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 57.1120223999s, input_fired_time: 1.0182683468, output_fired_time: 0.6695495844, propagate_forward_time: 21.3133296967, propagate_backward_time: 32.2890472412, weight_update_time: 0.0658320114, other_time: 1.8218307495
epoch time: 4.6702642441s, input_fired_time: 0.1047817320, output_fired_time: 0.0000000000, propagate_forward_time: 4.2414507866, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3240318298
validation[          , genome  5482] predictions:    9685/  10000 (96.85%), best:    9709/10000 (97.09%), error:      1070.99402, best error:      1021.01111 on epoch:     5, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 57.2799606323s, input_fired_time: 1.0202331543, output_fired_time: 0.6710928082, propagate_forward_time: 21.3854808807, propagate_backward_time: 32.3732032776, weight_update_time: 0.0655822530, other_time: 1.8299522400
epoch time: 4.6588153839s, input_fired_time: 0.1042083129, output_fired_time: 0.0000000000, propagate_forward_time: 4.2337536812, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3208532333
validation[          , genome  5482] predictions:    9693/  10000 (96.93%), best:    9709/10000 (97.09%), error:      1051.37207, best error:      1021.01111 on epoch:     5, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 56.7372856140s, input_fired_time: 1.0121415854, output_fired_time: 0.6646953821, propagate_forward_time: 21.1718807220, propagate_backward_time: 32.1031532288, weight_update_time: 0.0649859309, other_time: 1.7854118347
epoch time: 4.6520028114s, input_fired_time: 0.1006644815, output_fired_time: 0.0000000000, propagate_forward_time: 4.2322964668, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3190417290
validation[          , genome  5482] predictions:    9714/  10000 (97.14%), best:    9714/10000 (97.14%), error:       942.61865, best error:       942.61865 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 56.8590049744s, input_fired_time: 1.0095289946, output_fired_time: 0.6652241349, propagate_forward_time: 21.2256507874, propagate_backward_time: 32.1643714905, weight_update_time: 0.0652192459, other_time: 1.7942276001
epoch time: 4.6570982933s, input_fired_time: 0.1026233137, output_fired_time: 0.0000000000, propagate_forward_time: 4.2334446907, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3210301399
validation[          , genome  5482] predictions:    9629/  10000 (96.29%), best:    9714/10000 (97.14%), error:      1191.33911, best error:       942.61865 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 57.9454193115s, input_fired_time: 1.0284138918, output_fired_time: 0.6755060554, propagate_forward_time: 21.6739120483, propagate_backward_time: 32.7349090576, weight_update_time: 0.0669055805, other_time: 1.8326759338
epoch time: 5.1867833138s, input_fired_time: 0.1176801696, output_fired_time: 0.0000000000, propagate_forward_time: 4.7162442207, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3528590202
validation[          , genome  5482] predictions:    9673/  10000 (96.73%), best:    9714/10000 (97.14%), error:      1074.83679, best error:       942.61865 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 59.6029319763s, input_fired_time: 1.0483297110, output_fired_time: 0.6942355633, propagate_forward_time: 22.3321380615, propagate_backward_time: 33.6341285706, weight_update_time: 0.0688013509, other_time: 1.8941001892
epoch time: 4.8865203857s, input_fired_time: 0.1075565293, output_fired_time: 0.0000000000, propagate_forward_time: 4.4444952011, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3344688416
validation[          , genome  5482] predictions:    9699/  10000 (96.99%), best:    9714/10000 (97.14%), error:       977.68433, best error:       942.61865 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 59.2695884705s, input_fired_time: 1.0443288088, output_fired_time: 0.6886774898, propagate_forward_time: 22.2679367065, propagate_backward_time: 33.3697853088, weight_update_time: 0.0678429678, other_time: 1.8988571167
epoch time: 4.6585321426s, input_fired_time: 0.1029862985, output_fired_time: 0.0000000000, propagate_forward_time: 4.2359104156, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3196353912
validation[          , genome  5482] predictions:    9728/  10000 (97.28%), best:    9728/10000 (97.28%), error:       928.15466, best error:       928.15466 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 58.8947296143s, input_fired_time: 1.0340104103, output_fired_time: 0.6854553223, propagate_forward_time: 22.0739479065, propagate_backward_time: 33.2426071167, weight_update_time: 0.0673645362, other_time: 1.8587074280
epoch time: 4.9069023132s, input_fired_time: 0.1106903851, output_fired_time: 0.0000000000, propagate_forward_time: 4.4561896324, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3400220871
validation[          , genome  5482] predictions:    9727/  10000 (97.27%), best:    9728/10000 (97.28%), error:       976.70093, best error:       928.15466 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 57.5068969727s, input_fired_time: 1.0314786434, output_fired_time: 0.6734359860, propagate_forward_time: 21.4572029114, propagate_backward_time: 32.5222587585, weight_update_time: 0.0659954101, other_time: 1.8225212097
epoch time: 5.5995378494s, input_fired_time: 0.1259189993, output_fired_time: 0.0000000000, propagate_forward_time: 5.0991792679, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3744397163
validation[          , genome  5482] predictions:    9659/  10000 (96.59%), best:    9728/10000 (97.28%), error:      1122.79126, best error:       928.15466 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 56.9099731445s, input_fired_time: 1.0178869963, output_fired_time: 0.6693689823, propagate_forward_time: 21.1910839081, propagate_backward_time: 32.2321624756, weight_update_time: 0.0650885701, other_time: 1.7994689941
epoch time: 4.6668376923s, input_fired_time: 0.1043751612, output_fired_time: 0.0000000000, propagate_forward_time: 4.2379522324, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3245100975
validation[          , genome  5482] predictions:    9660/  10000 (96.60%), best:    9728/10000 (97.28%), error:      1120.73877, best error:       928.15466 on epoch:    22, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 56.8828582764s, input_fired_time: 1.0120410919, output_fired_time: 0.6699958444, propagate_forward_time: 21.1787452698, propagate_backward_time: 32.2302551270, weight_update_time: 0.0650167018, other_time: 1.7918243408
epoch time: 4.6592016220s, input_fired_time: 0.1041250527, output_fired_time: 0.0000000000, propagate_forward_time: 4.2339658737, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3211107254
validation[          , genome  5482] predictions:    9713/  10000 (97.13%), best:    9728/10000 (97.28%), error:       964.38129, best error:       928.15466 on epoch:    22, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 58.2161369324s, input_fired_time: 1.0366235971, output_fired_time: 0.6829535961, propagate_forward_time: 21.7352733612, propagate_backward_time: 32.8960227966, weight_update_time: 0.0673455074, other_time: 1.8652610779
epoch time: 4.6689949036s, input_fired_time: 0.1034404188, output_fired_time: 0.0000000000, propagate_forward_time: 4.2353000641, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3302545547
validation[          , genome  5482] predictions:    9741/  10000 (97.41%), best:    9741/10000 (97.41%), error:       885.54352, best error:       885.54352 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 56.9841232300s, input_fired_time: 1.0243040323, output_fired_time: 0.6684582233, propagate_forward_time: 21.2682590485, propagate_backward_time: 32.1994590759, weight_update_time: 0.0653835982, other_time: 1.8236427307
epoch time: 4.6575355530s, input_fired_time: 0.1040540412, output_fired_time: 0.0000000000, propagate_forward_time: 4.2339358330, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3195457458
validation[          , genome  5482] predictions:    9717/  10000 (97.17%), best:    9741/10000 (97.41%), error:       962.16650, best error:       885.54352 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 57.6227989197s, input_fired_time: 1.0290795565, output_fired_time: 0.6745062470, propagate_forward_time: 21.5375595093, propagate_backward_time: 32.5737075806, weight_update_time: 0.0661333352, other_time: 1.8079452515
epoch time: 4.6550874710s, input_fired_time: 0.1031408161, output_fired_time: 0.0000000000, propagate_forward_time: 4.2333908081, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3185558319
validation[          , genome  5482] predictions:    9701/  10000 (97.01%), best:    9741/10000 (97.41%), error:       991.72559, best error:       885.54352 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 60.6075286865s, input_fired_time: 1.0665960312, output_fired_time: 0.7017210126, propagate_forward_time: 22.7623348236, propagate_backward_time: 34.1764793396, weight_update_time: 0.0707990006, other_time: 1.9003944397
epoch time: 4.6580080986s, input_fired_time: 0.1039164215, output_fired_time: 0.0000000000, propagate_forward_time: 4.2340669632, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3200244904
validation[          , genome  5482] predictions:    9708/  10000 (97.08%), best:    9741/10000 (97.41%), error:       971.54810, best error:       885.54352 on epoch:    27, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 61.6040115356s, input_fired_time: 1.0760525465, output_fired_time: 0.7129723430, propagate_forward_time: 23.1775779724, propagate_backward_time: 34.6905288696, weight_update_time: 0.0720427707, other_time: 1.9468803406
epoch time: 5.0282611847s, input_fired_time: 0.1105754226, output_fired_time: 0.0000000000, propagate_forward_time: 4.5687108040, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3489751816
validation[          , genome  5482] predictions:    9612/  10000 (96.12%), best:    9741/10000 (97.41%), error:      1221.98804, best error:       885.54352 on epoch:    27, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 61.8704452515s, input_fired_time: 1.0839155912, output_fired_time: 0.7146012783, propagate_forward_time: 23.3156242371, propagate_backward_time: 34.7410163879, weight_update_time: 0.0723722130, other_time: 2.0152893066
epoch time: 5.8244915009s, input_fired_time: 0.1286138147, output_fired_time: 0.0000000000, propagate_forward_time: 5.3121509552, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3837265968
validation[          , genome  5482] predictions:    9689/  10000 (96.89%), best:    9741/10000 (97.41%), error:      1061.63281, best error:       885.54352 on epoch:    27, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 60.4577064514s, input_fired_time: 1.0685619116, output_fired_time: 0.7035814524, propagate_forward_time: 22.6345653534, propagate_backward_time: 34.0863304138, weight_update_time: 0.0706322938, other_time: 1.9646644592
epoch time: 4.6647043228s, input_fired_time: 0.1043254733, output_fired_time: 0.0000000000, propagate_forward_time: 4.2364349365, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3239440918
validation[          , genome  5482] predictions:    9733/  10000 (97.33%), best:    9741/10000 (97.41%), error:       943.74347, best error:       885.54352 on epoch:    27, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 56.8546142578s, input_fired_time: 1.0265741348, output_fired_time: 0.6660480499, propagate_forward_time: 21.2038364410, propagate_backward_time: 32.1432952881, weight_update_time: 0.0651724413, other_time: 1.8148651123
epoch time: 4.6625771523s, input_fired_time: 0.1051781401, output_fired_time: 0.0000000000, propagate_forward_time: 4.2369647026, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3204340935
validation[          , genome  5482] predictions:    9702/  10000 (97.02%), best:    9741/10000 (97.41%), error:       977.24792, best error:       885.54352 on epoch:    27, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 57.5412979126s, input_fired_time: 1.0351055861, output_fired_time: 0.6727579236, propagate_forward_time: 21.4912605286, propagate_backward_time: 32.5240020752, weight_update_time: 0.0658677444, other_time: 1.8181724548
epoch time: 4.7125415802s, input_fired_time: 0.1058229879, output_fired_time: 0.0000000000, propagate_forward_time: 4.2825474739, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3241710663
validation[          , genome  5482] predictions:    9740/  10000 (97.40%), best:    9740/10000 (97.40%), error:       878.54993, best error:       878.54993 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 57.8469886780s, input_fired_time: 1.0434420109, output_fired_time: 0.6766605973, propagate_forward_time: 21.6104907990, propagate_backward_time: 32.6880989075, weight_update_time: 0.0662833005, other_time: 1.8282966614
epoch time: 4.6588239670s, input_fired_time: 0.1046246663, output_fired_time: 0.0000000000, propagate_forward_time: 4.2343602180, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3198390007
validation[          , genome  5482] predictions:    9716/  10000 (97.16%), best:    9740/10000 (97.40%), error:       962.46057, best error:       878.54993 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 59.1448898315s, input_fired_time: 1.0485981703, output_fired_time: 0.6890599132, propagate_forward_time: 22.1735591888, propagate_backward_time: 33.3891639709, weight_update_time: 0.0675582588, other_time: 1.8445091248
epoch time: 4.6574344635s, input_fired_time: 0.1070683673, output_fired_time: 0.0000000000, propagate_forward_time: 4.2326159477, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3177499771
validation[          , genome  5482] predictions:    9674/  10000 (96.74%), best:    9740/10000 (97.40%), error:      1034.53711, best error:       878.54993 on epoch:    35, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 57.7614631653s, input_fired_time: 1.0394629240, output_fired_time: 0.6741802692, propagate_forward_time: 21.5898933411, propagate_backward_time: 32.6276893616, weight_update_time: 0.0659390539, other_time: 1.8302383423
epoch time: 4.6549043655s, input_fired_time: 0.1025332361, output_fired_time: 0.0000000000, propagate_forward_time: 4.2349934578, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3173775673
validation[          , genome  5482] predictions:    9630/  10000 (96.30%), best:    9740/10000 (97.40%), error:      1218.30457, best error:       878.54993 on epoch:    35, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 60.2202911377s, input_fired_time: 1.0656570196, output_fired_time: 0.7003811598, propagate_forward_time: 22.5955429077, propagate_backward_time: 33.9883155823, weight_update_time: 0.0688024238, other_time: 1.8703918457
epoch time: 5.0866336823s, input_fired_time: 0.1127443314, output_fired_time: 0.0000000000, propagate_forward_time: 4.6289606094, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3449287415
validation[          , genome  5482] predictions:    9700/  10000 (97.00%), best:    9740/10000 (97.40%), error:       974.62494, best error:       878.54993 on epoch:    35, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 59.6369438171s, input_fired_time: 1.0688347816, output_fired_time: 0.6982750297, propagate_forward_time: 22.2996444702, propagate_backward_time: 33.6564483643, weight_update_time: 0.0710362867, other_time: 1.9137382507
epoch time: 4.7026181221s, input_fired_time: 0.1089703366, output_fired_time: 0.0000000000, propagate_forward_time: 4.2666401863, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3270077705
validation[          , genome  5482] predictions:    9666/  10000 (96.66%), best:    9740/10000 (97.40%), error:      1090.18665, best error:       878.54993 on epoch:    35, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 58.2006111145s, input_fired_time: 1.0497014523, output_fired_time: 0.6914812922, propagate_forward_time: 21.8123168945, propagate_backward_time: 32.7514953613, weight_update_time: 0.0707489997, other_time: 1.8956146240
epoch time: 4.9229059219s, input_fired_time: 0.1115489304, output_fired_time: 0.0000000000, propagate_forward_time: 4.4723892212, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3389678001
validation[          , genome  5482] predictions:    9706/  10000 (97.06%), best:    9740/10000 (97.40%), error:       956.37555, best error:       878.54993 on epoch:    35, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 61.6807975769s, input_fired_time: 1.0833626986, output_fired_time: 0.7191444039, propagate_forward_time: 23.1987514496, propagate_backward_time: 34.6994171143, weight_update_time: 0.0734352991, other_time: 1.9801254272
epoch time: 5.2206668854s, input_fired_time: 0.1162939519, output_fired_time: 0.0000000000, propagate_forward_time: 4.7508616447, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3535113335
validation[          , genome  5482] predictions:    9706/  10000 (97.06%), best:    9740/10000 (97.40%), error:       961.97748, best error:       878.54993 on epoch:    35, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 61.9423294067s, input_fired_time: 1.0824196339, output_fired_time: 0.7151410580, propagate_forward_time: 23.3501033783, propagate_backward_time: 34.8272056580, weight_update_time: 0.0716591328, other_time: 1.9674568176
epoch time: 4.7832760811s, input_fired_time: 0.1071254462, output_fired_time: 0.0000000000, propagate_forward_time: 4.3471488953, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3290019035
validation[          , genome  5482] predictions:    9749/  10000 (97.49%), best:    9740/10000 (97.40%), error:       886.00049, best error:       878.54993 on epoch:    35, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 58.9396018982s, input_fired_time: 1.0586065054, output_fired_time: 0.6880950332, propagate_forward_time: 22.0455017090, propagate_backward_time: 33.2559890747, weight_update_time: 0.0676621124, other_time: 1.8914108276
epoch time: 4.7454705238s, input_fired_time: 0.1117909029, output_fired_time: 0.0000000000, propagate_forward_time: 4.3008527756, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3328266144
validation[          , genome  5482] predictions:    9740/  10000 (97.40%), best:    9740/10000 (97.40%), error:       893.72650, best error:       878.54993 on epoch:    35, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 58.8465766907s, input_fired_time: 1.0572319031, output_fired_time: 0.6924194098, propagate_forward_time: 22.0338058472, propagate_backward_time: 33.2140083313, weight_update_time: 0.0675475076, other_time: 1.8491096497
epoch time: 4.6680998802s, input_fired_time: 0.1083936468, output_fired_time: 0.0000000000, propagate_forward_time: 4.2397956848, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3199105263
validation[          , genome  5482] predictions:    9679/  10000 (96.79%), best:    9740/10000 (97.40%), error:      1071.71680, best error:       878.54993 on epoch:    35, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 57.4931297302s, input_fired_time: 1.0563699007, output_fired_time: 0.6722984314, propagate_forward_time: 21.4814147949, propagate_backward_time: 32.4598617554, weight_update_time: 0.0659546778, other_time: 1.8231849670
epoch time: 4.6891317368s, input_fired_time: 0.1102901027, output_fired_time: 0.0000000000, propagate_forward_time: 4.2548427582, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3239989281
validation[          , genome  5482] predictions:    9686/  10000 (96.86%), best:    9740/10000 (97.40%), error:      1096.65784, best error:       878.54993 on epoch:    35, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 56.8603973389s, input_fired_time: 1.0466455221, output_fired_time: 0.6652261019, propagate_forward_time: 21.2076454163, propagate_backward_time: 32.1449050903, weight_update_time: 0.0653920844, other_time: 1.7959747314
epoch time: 5.6087551117s, input_fired_time: 0.1224619597, output_fired_time: 0.0000000000, propagate_forward_time: 5.1200122833, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3662810326
validation[          , genome  5482] predictions:    9683/  10000 (96.83%), best:    9740/10000 (97.40%), error:      1038.15674, best error:       878.54993 on epoch:    35, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 60.5370559692s, input_fired_time: 1.0838288069, output_fired_time: 0.7025247812, propagate_forward_time: 22.7870578766, propagate_backward_time: 34.0520057678, weight_update_time: 0.0696666315, other_time: 1.9116401672
epoch time: 5.4661021233s, input_fired_time: 0.1212303564, output_fired_time: 0.0000000000, propagate_forward_time: 4.9808282852, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3640437126
validation[          , genome  5482] predictions:    9731/  10000 (97.31%), best:    9740/10000 (97.40%), error:       927.04022, best error:       878.54993 on epoch:    35, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 57.0767555237s, input_fired_time: 1.0429114103, output_fired_time: 0.6702908874, propagate_forward_time: 21.2730712891, propagate_backward_time: 32.2690467834, weight_update_time: 0.0666089356, other_time: 1.8214340210
epoch time: 4.6626534462s, input_fired_time: 0.1066916287, output_fired_time: 0.0000000000, propagate_forward_time: 4.2360234261, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3199381828
validation[          , genome  5482] predictions:    9644/  10000 (96.44%), best:    9740/10000 (97.40%), error:      1132.65149, best error:       878.54993 on epoch:    35, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 56.9492607117s, input_fired_time: 1.0423749685, output_fired_time: 0.6697729826, propagate_forward_time: 21.2163486481, propagate_backward_time: 32.2320632935, weight_update_time: 0.0650841892, other_time: 1.7887039185
epoch time: 4.6623525620s, input_fired_time: 0.1068810225, output_fired_time: 0.0000000000, propagate_forward_time: 4.2357029915, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3197684288
validation[          , genome  5482] predictions:    9678/  10000 (96.78%), best:    9740/10000 (97.40%), error:      1020.17395, best error:       878.54993 on epoch:    35, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 59.7357559204s, input_fired_time: 1.0808861256, output_fired_time: 0.7011554241, propagate_forward_time: 22.3676757812, propagate_backward_time: 33.6684036255, weight_update_time: 0.0721753389, other_time: 1.9176330566
epoch time: 4.7014975548s, input_fired_time: 0.1119624153, output_fired_time: 0.0000000000, propagate_forward_time: 4.2613034248, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3282318115
validation[          , genome  5482] predictions:    9690/  10000 (96.90%), best:    9740/10000 (97.40%), error:      1046.25806, best error:       878.54993 on epoch:    35, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 60.8096313477s, input_fired_time: 1.0986838341, output_fired_time: 0.7088178992, propagate_forward_time: 22.8405609131, propagate_backward_time: 34.2186203003, weight_update_time: 0.0706739798, other_time: 1.9429512024
epoch time: 4.6696939468s, input_fired_time: 0.1098875105, output_fired_time: 0.0000000000, propagate_forward_time: 4.2365427017, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3232636452
validation[          , genome  5482] predictions:    9692/  10000 (96.92%), best:    9740/10000 (97.40%), error:      1033.61023, best error:       878.54993 on epoch:    35, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 61.7873611450s, input_fired_time: 1.1035305262, output_fired_time: 0.7143305540, propagate_forward_time: 23.2616100311, propagate_backward_time: 34.7067337036, weight_update_time: 0.0725939721, other_time: 2.0011596680
epoch time: 4.8807091713s, input_fired_time: 0.1134355515, output_fired_time: 0.0000000000, propagate_forward_time: 4.4298944473, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3373789787
validation[          , genome  5482] predictions:    9720/  10000 (97.20%), best:    9740/10000 (97.40%), error:       961.27954, best error:       878.54993 on epoch:    35, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 64.4368209839s, input_fired_time: 1.1268146038, output_fired_time: 0.7382446527, propagate_forward_time: 24.3989963531, propagate_backward_time: 36.1607475281, weight_update_time: 0.0737291798, other_time: 2.0120201111
epoch time: 4.6682052612s, input_fired_time: 0.1089647561, output_fired_time: 0.0000000000, propagate_forward_time: 4.2356271744, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3236131668
validation[          , genome  5482] predictions:    9754/  10000 (97.54%), best:    9740/10000 (97.40%), error:       883.49286, best error:       878.54993 on epoch:    35, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 57.9748229980s, input_fired_time: 1.0583499670, output_fired_time: 0.6783827543, propagate_forward_time: 21.6642684937, propagate_backward_time: 32.7545928955, weight_update_time: 0.0664023757, other_time: 1.8192291260
epoch time: 5.3145637512s, input_fired_time: 0.1232467145, output_fired_time: 0.0000000000, propagate_forward_time: 4.8366117477, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3547053337
validation[          , genome  5482] predictions:    9717/  10000 (97.17%), best:    9740/10000 (97.40%), error:       932.86646, best error:       878.54993 on epoch:    35, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 60.7855796814s, input_fired_time: 1.0920743942, output_fired_time: 0.7049890161, propagate_forward_time: 22.8375587463, propagate_backward_time: 34.2559242249, weight_update_time: 0.0693928897, other_time: 1.8950309753
epoch time: 4.8981857300s, input_fired_time: 0.1160773709, output_fired_time: 0.0000000000, propagate_forward_time: 4.4484181404, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3336901665
validation[          , genome  5482] predictions:    9743/  10000 (97.43%), best:    9740/10000 (97.40%), error:       893.92700, best error:       878.54993 on epoch:    35, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 56.8510093689s, input_fired_time: 1.0471141338, output_fired_time: 0.6665733457, propagate_forward_time: 21.1875228882, propagate_backward_time: 32.1623268127, weight_update_time: 0.0650269166, other_time: 1.7874717712
epoch time: 4.6882257462s, input_fired_time: 0.1078215018, output_fired_time: 0.0000000000, propagate_forward_time: 4.2609734535, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3194308281
validation[          , genome  5482] predictions:    9749/  10000 (97.49%), best:    9749/10000 (97.49%), error:       876.65546, best error:       876.65546 on epoch:    57, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 60.6889495850s, input_fired_time: 1.0903884172, output_fired_time: 0.7028610110, propagate_forward_time: 22.7832279205, propagate_backward_time: 34.2086563110, weight_update_time: 0.0693787709, other_time: 1.9038162231
epoch time: 4.6857099533s, input_fired_time: 0.1098479927, output_fired_time: 0.0000000000, propagate_forward_time: 4.2503709793, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3254909515
validation[          , genome  5482] predictions:    9702/  10000 (97.02%), best:    9749/10000 (97.49%), error:      1004.82434, best error:       876.65546 on epoch:    57, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 56.9691429138s, input_fired_time: 1.0542261600, output_fired_time: 0.6675367951, propagate_forward_time: 21.2451839447, propagate_backward_time: 32.2085609436, weight_update_time: 0.0651418492, other_time: 1.7936363220
epoch time: 4.6607179642s, input_fired_time: 0.1072666422, output_fired_time: 0.0000000000, propagate_forward_time: 4.2348170280, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3186345100
validation[          , genome  5482] predictions:    9738/  10000 (97.38%), best:    9749/10000 (97.49%), error:       904.08270, best error:       876.65546 on epoch:    57, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 58.2954025269s, input_fired_time: 1.0636215210, output_fired_time: 0.6804909706, propagate_forward_time: 21.7893428802, propagate_backward_time: 32.9249916077, weight_update_time: 0.0669949725, other_time: 1.8369560242
epoch time: 4.6644234657s, input_fired_time: 0.1091231182, output_fired_time: 0.0000000000, propagate_forward_time: 4.2338299751, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3214702606
validation[          , genome  5482] predictions:    9674/  10000 (96.74%), best:    9749/10000 (97.49%), error:      1073.26855, best error:       876.65546 on epoch:    57, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 56.8268432617s, input_fired_time: 1.0528076887, output_fired_time: 0.6663171649, propagate_forward_time: 21.1876258850, propagate_backward_time: 32.1278686523, weight_update_time: 0.0652450100, other_time: 1.7922248840
epoch time: 4.6634211540s, input_fired_time: 0.1127838865, output_fired_time: 0.0000000000, propagate_forward_time: 4.2338519096, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3167853355
validation[          , genome  5482] predictions:    9667/  10000 (96.67%), best:    9749/10000 (97.49%), error:      1176.16760, best error:       876.65546 on epoch:    57, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 56.9125823975s, input_fired_time: 1.0527496338, output_fired_time: 0.6678656340, propagate_forward_time: 21.2189064026, propagate_backward_time: 32.1741676331, weight_update_time: 0.0652501136, other_time: 1.7988929749
epoch time: 4.6866645813s, input_fired_time: 0.1114237085, output_fired_time: 0.0000000000, propagate_forward_time: 4.2471547127, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3280863762
validation[          , genome  5482] predictions:    9730/  10000 (97.30%), best:    9749/10000 (97.49%), error:       907.85413, best error:       876.65546 on epoch:    57, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 62.2486190796s, input_fired_time: 1.1176335812, output_fired_time: 0.7186089158, propagate_forward_time: 23.4304389954, propagate_backward_time: 35.0062751770, weight_update_time: 0.0715640858, other_time: 1.9756622314
epoch time: 4.6659150124s, input_fired_time: 0.1096074581, output_fired_time: 0.0000000000, propagate_forward_time: 4.2356281281, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3206796646
validation[          , genome  5482] predictions:    9758/  10000 (97.58%), best:    9758/10000 (97.58%), error:       836.89819, best error:       836.89819 on epoch:    63, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 59.7799644470s, input_fired_time: 1.0929368734, output_fired_time: 0.6950970888, propagate_forward_time: 22.4013328552, propagate_backward_time: 33.6918563843, weight_update_time: 0.0682658926, other_time: 1.8987388611
epoch time: 4.9437804222s, input_fired_time: 0.1168127134, output_fired_time: 0.0000000000, propagate_forward_time: 4.4912619591, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3357057571
validation[          , genome  5482] predictions:    9742/  10000 (97.42%), best:    9758/10000 (97.58%), error:       867.68250, best error:       836.89819 on epoch:    63, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 58.2997207642s, input_fired_time: 1.0726205111, output_fired_time: 0.6796013117, propagate_forward_time: 21.8095798492, propagate_backward_time: 32.8963851929, weight_update_time: 0.0667766705, other_time: 1.8415374756
epoch time: 4.6730818748s, input_fired_time: 0.1112756431, output_fired_time: 0.0000000000, propagate_forward_time: 4.2412371635, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3205690384
validation[          , genome  5482] predictions:    9757/  10000 (97.57%), best:    9758/10000 (97.58%), error:       848.16705, best error:       836.89819 on epoch:    63, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 56.9949302673s, input_fired_time: 1.0562001467, output_fired_time: 0.6663168073, propagate_forward_time: 21.2523994446, propagate_backward_time: 32.2140731812, weight_update_time: 0.0655963793, other_time: 1.8059387207
epoch time: 4.6755394936s, input_fired_time: 0.1109029502, output_fired_time: 0.0000000000, propagate_forward_time: 4.2371063232, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3275303841
validation[          , genome  5482] predictions:    9681/  10000 (96.81%), best:    9758/10000 (97.58%), error:      1033.47327, best error:       836.89819 on epoch:    63, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 56.9128646851s, input_fired_time: 1.0577402115, output_fired_time: 0.6684962511, propagate_forward_time: 21.2030582428, propagate_backward_time: 32.1888885498, weight_update_time: 0.0651627928, other_time: 1.7946853638
epoch time: 4.6727566719s, input_fired_time: 0.1116117463, output_fired_time: 0.0000000000, propagate_forward_time: 4.2412042618, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3199405670
validation[          , genome  5482] predictions:    9742/  10000 (97.42%), best:    9758/10000 (97.58%), error:       862.34979, best error:       836.89819 on epoch:    63, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 57.0382232666s, input_fired_time: 1.0602352619, output_fired_time: 0.6677572131, propagate_forward_time: 21.2658710480, propagate_backward_time: 32.2390937805, weight_update_time: 0.0654912889, other_time: 1.8052635193
epoch time: 4.6677222252s, input_fired_time: 0.1121917889, output_fired_time: 0.0000000000, propagate_forward_time: 4.2359194756, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3196110725
validation[          , genome  5482] predictions:    9739/  10000 (97.39%), best:    9758/10000 (97.58%), error:       928.85376, best error:       836.89819 on epoch:    63, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 60.6828651428s, input_fired_time: 1.1046192646, output_fired_time: 0.7019930482, propagate_forward_time: 22.8150691986, propagate_backward_time: 34.1437644958, weight_update_time: 0.0698575899, other_time: 1.9174232483
epoch time: 4.7284011841s, input_fired_time: 0.1140759066, output_fired_time: 0.0000000000, propagate_forward_time: 4.2877783775, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3265466690
validation[          , genome  5482] predictions:    9719/  10000 (97.19%), best:    9758/10000 (97.58%), error:      1002.63776, best error:       836.89819 on epoch:    63, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 59.8735237122s, input_fired_time: 1.0952833891, output_fired_time: 0.6956008673, propagate_forward_time: 22.4974880219, propagate_backward_time: 33.7151336670, weight_update_time: 0.0687647313, other_time: 1.8700180054
epoch time: 5.1096649170s, input_fired_time: 0.1220642552, output_fired_time: 0.0000000000, propagate_forward_time: 4.6450099945, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3425908089
validation[          , genome  5482] predictions:    9746/  10000 (97.46%), best:    9758/10000 (97.58%), error:       888.72827, best error:       836.89819 on epoch:    63, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 60.1522903442s, input_fired_time: 1.0939114094, output_fired_time: 0.6982874274, propagate_forward_time: 22.5797786713, propagate_backward_time: 33.8863029480, weight_update_time: 0.0702257007, other_time: 1.8940086365
epoch time: 4.7444200516s, input_fired_time: 0.1160896868, output_fired_time: 0.0000000000, propagate_forward_time: 4.2982101440, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3301200867
validation[          , genome  5482] predictions:    9696/  10000 (96.96%), best:    9758/10000 (97.58%), error:      1004.08148, best error:       836.89819 on epoch:    63, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 58.4620170593s, input_fired_time: 1.0842115879, output_fired_time: 0.6836918592, propagate_forward_time: 21.8574771881, propagate_backward_time: 32.9801025391, weight_update_time: 0.0685451031, other_time: 1.8565292358
epoch time: 4.6790432930s, input_fired_time: 0.1156625152, output_fired_time: 0.0000000000, propagate_forward_time: 4.2356481552, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3277325630
validation[          , genome  5482] predictions:    9745/  10000 (97.45%), best:    9758/10000 (97.58%), error:       844.12000, best error:       836.89819 on epoch:    63, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 63.1742630005s, input_fired_time: 1.1383153200, output_fired_time: 0.7267539501, propagate_forward_time: 23.8082962036, propagate_backward_time: 35.4972496033, weight_update_time: 0.0734833926, other_time: 2.0036468506
epoch time: 6.0100111961s, input_fired_time: 0.1342898160, output_fired_time: 0.0000000000, propagate_forward_time: 5.4876255989, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3880958557
validation[          , genome  5482] predictions:    9626/  10000 (96.26%), best:    9758/10000 (97.58%), error:      1246.15369, best error:       836.89819 on epoch:    63, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 57.5867118835s, input_fired_time: 1.0736333132, output_fired_time: 0.6723830700, propagate_forward_time: 21.4166164398, propagate_backward_time: 32.5533370972, weight_update_time: 0.0664292872, other_time: 1.8707427979
epoch time: 4.6756887436s, input_fired_time: 0.1131204218, output_fired_time: 0.0000000000, propagate_forward_time: 4.2398171425, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3227510452
validation[          , genome  5482] predictions:    9706/  10000 (97.06%), best:    9758/10000 (97.58%), error:       972.05756, best error:       836.89819 on epoch:    63, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 57.9015541077s, input_fired_time: 1.0783165693, output_fired_time: 0.6763717532, propagate_forward_time: 21.6289329529, propagate_backward_time: 32.6662216187, weight_update_time: 0.0661481321, other_time: 1.8517112732
epoch time: 4.6676473618s, input_fired_time: 0.1114771813, output_fired_time: 0.0000000000, propagate_forward_time: 4.2351384163, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3210315704
validation[          , genome  5482] predictions:    9743/  10000 (97.43%), best:    9758/10000 (97.58%), error:       863.61273, best error:       836.89819 on epoch:    63, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 61.1607818604s, input_fired_time: 1.1159014702, output_fired_time: 0.7096129060, propagate_forward_time: 22.9862384796, propagate_backward_time: 34.4438591003, weight_update_time: 0.0702869073, other_time: 1.9051704407
epoch time: 4.6814527512s, input_fired_time: 0.1135226488, output_fired_time: 0.0000000000, propagate_forward_time: 4.2427620888, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3251681328
validation[          , genome  5482] predictions:    9699/  10000 (96.99%), best:    9758/10000 (97.58%), error:      1001.11737, best error:       836.89819 on epoch:    63, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 57.9181137085s, input_fired_time: 1.0762234926, output_fired_time: 0.6788048744, propagate_forward_time: 21.6104297638, propagate_backward_time: 32.7285385132, weight_update_time: 0.0665793195, other_time: 1.8241119385
epoch time: 4.7647099495s, input_fired_time: 0.1193048060, output_fired_time: 0.0000000000, propagate_forward_time: 4.3154964447, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3299088478
validation[          , genome  5482] predictions:    9747/  10000 (97.47%), best:    9758/10000 (97.58%), error:       876.85834, best error:       836.89819 on epoch:    63, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 57.8987464905s, input_fired_time: 1.0749192238, output_fired_time: 0.6771558523, propagate_forward_time: 21.6239929199, propagate_backward_time: 32.7084159851, weight_update_time: 0.0661394298, other_time: 1.8142623901
epoch time: 4.6954565048s, input_fired_time: 0.1182532087, output_fired_time: 0.0000000000, propagate_forward_time: 4.2495369911, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3276662827
validation[          , genome  5482] predictions:    9737/  10000 (97.37%), best:    9758/10000 (97.58%), error:       924.89075, best error:       836.89819 on epoch:    63, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 57.1049461365s, input_fired_time: 1.0678470135, output_fired_time: 0.6692708135, propagate_forward_time: 21.2868537903, propagate_backward_time: 32.2768287659, weight_update_time: 0.0652878881, other_time: 1.8041458130
epoch time: 4.6836977005s, input_fired_time: 0.1153408810, output_fired_time: 0.0000000000, propagate_forward_time: 4.2434892654, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3248677254
validation[          , genome  5482] predictions:    9645/  10000 (96.45%), best:    9758/10000 (97.58%), error:      1249.48523, best error:       836.89819 on epoch:    63, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 56.9848594666s, input_fired_time: 1.0686477423, output_fired_time: 0.6680039167, propagate_forward_time: 21.2328205109, propagate_backward_time: 32.2148780823, weight_update_time: 0.0653858110, other_time: 1.8005104065
epoch time: 4.6786546707s, input_fired_time: 0.1127827764, output_fired_time: 0.0000000000, propagate_forward_time: 4.2432770729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3225946426
validation[          , genome  5482] predictions:    9736/  10000 (97.36%), best:    9758/10000 (97.58%), error:       895.59570, best error:       836.89819 on epoch:    63, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 59.9933547974s, input_fired_time: 1.1037440300, output_fired_time: 0.6964888573, propagate_forward_time: 22.4973907471, propagate_backward_time: 33.8248748779, weight_update_time: 0.0688629448, other_time: 1.8708572388
epoch time: 4.8844227791s, input_fired_time: 0.1165824831, output_fired_time: 0.0000000000, propagate_forward_time: 4.4353857040, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3324546814
validation[          , genome  5482] predictions:    9737/  10000 (97.37%), best:    9758/10000 (97.58%), error:       932.55194, best error:       836.89819 on epoch:    63, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 60.0389175415s, input_fired_time: 1.1003261805, output_fired_time: 0.6999066472, propagate_forward_time: 22.4627647400, propagate_backward_time: 33.8861999512, weight_update_time: 0.0695391670, other_time: 1.8897209167
epoch time: 4.9104151726s, input_fired_time: 0.1167612001, output_fired_time: 0.0000000000, propagate_forward_time: 4.4620771408, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3315768242
validation[          , genome  5482] predictions:    9697/  10000 (96.97%), best:    9758/10000 (97.58%), error:       981.67249, best error:       836.89819 on epoch:    63, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 58.6272888184s, input_fired_time: 1.0936409235, output_fired_time: 0.6869750023, propagate_forward_time: 21.9546852112, propagate_backward_time: 33.0403175354, weight_update_time: 0.0676545799, other_time: 1.8516731262
epoch time: 4.8469834328s, input_fired_time: 0.1175587401, output_fired_time: 0.0000000000, propagate_forward_time: 4.3974156380, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3320088387
validation[          , genome  5482] predictions:    9739/  10000 (97.39%), best:    9758/10000 (97.58%), error:       859.05463, best error:       836.89819 on epoch:    63, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 60.8721733093s, input_fired_time: 1.1107833385, output_fired_time: 0.7071113586, propagate_forward_time: 22.8379077911, propagate_backward_time: 34.2917518616, weight_update_time: 0.0695093274, other_time: 1.9246177673
epoch time: 4.6714262962s, input_fired_time: 0.1131137237, output_fired_time: 0.0000000000, propagate_forward_time: 4.2399659157, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3183465004
validation[          , genome  5482] predictions:    9758/  10000 (97.58%), best:    9758/10000 (97.58%), error:       854.19543, best error:       836.89819 on epoch:    63, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 57.8219032288s, input_fired_time: 1.0854419470, output_fired_time: 0.6797090769, propagate_forward_time: 21.5275573730, propagate_backward_time: 32.6663398743, weight_update_time: 0.0665587187, other_time: 1.8628540039
epoch time: 5.5372309685s, input_fired_time: 0.1306383759, output_fired_time: 0.0000000000, propagate_forward_time: 5.0427622795, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3638300896
validation[          , genome  5482] predictions:    9731/  10000 (97.31%), best:    9758/10000 (97.58%), error:       924.33063, best error:       836.89819 on epoch:    63, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 60.8945884705s, input_fired_time: 1.1160060167, output_fired_time: 0.7047944069, propagate_forward_time: 22.8580207825, propagate_backward_time: 34.3023376465, weight_update_time: 0.0701316968, other_time: 1.9134292603
epoch time: 4.6780805588s, input_fired_time: 0.1164740995, output_fired_time: 0.0000000000, propagate_forward_time: 4.2380928993, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3235135078
validation[          , genome  5482] predictions:    9711/  10000 (97.11%), best:    9758/10000 (97.58%), error:       945.03442, best error:       836.89819 on epoch:    63, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 58.3803329468s, input_fired_time: 1.0887523890, output_fired_time: 0.6852180362, propagate_forward_time: 21.8387126923, propagate_backward_time: 32.9359169006, weight_update_time: 0.0667873248, other_time: 1.8317298889
epoch time: 4.6745815277s, input_fired_time: 0.1147707924, output_fired_time: 0.0000000000, propagate_forward_time: 4.2386384010, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3211722374
validation[          , genome  5482] predictions:    9736/  10000 (97.36%), best:    9758/10000 (97.58%), error:       885.73590, best error:       836.89819 on epoch:    63, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 58.9915580750s, input_fired_time: 1.0973793268, output_fired_time: 0.6929974556, propagate_forward_time: 22.1068058014, propagate_backward_time: 33.2517433167, weight_update_time: 0.0674555078, other_time: 1.8426322937
epoch time: 5.1263246536s, input_fired_time: 0.1214599758, output_fired_time: 0.0000000000, propagate_forward_time: 4.6600060463, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3448586464
validation[          , genome  5482] predictions:    9741/  10000 (97.41%), best:    9758/10000 (97.58%), error:       899.80017, best error:       836.89819 on epoch:    63, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 57.7055015564s, input_fired_time: 1.0826437473, output_fired_time: 0.6767781973, propagate_forward_time: 21.5020904541, propagate_backward_time: 32.6323165894, weight_update_time: 0.0662200674, other_time: 1.8116722107
epoch time: 4.6662368774s, input_fired_time: 0.1139329448, output_fired_time: 0.0000000000, propagate_forward_time: 4.2337536812, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3185501099
validation[          , genome  5482] predictions:    9705/  10000 (97.05%), best:    9758/10000 (97.58%), error:       962.86420, best error:       836.89819 on epoch:    63, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 57.7221717834s, input_fired_time: 1.0807137489, output_fired_time: 0.6765717864, propagate_forward_time: 21.5456562042, propagate_backward_time: 32.5902671814, weight_update_time: 0.0659676716, other_time: 1.8289604187
epoch time: 4.6767902374s, input_fired_time: 0.1145784259, output_fired_time: 0.0000000000, propagate_forward_time: 4.2379045486, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3243074417
validation[          , genome  5482] predictions:    9677/  10000 (96.77%), best:    9758/10000 (97.58%), error:      1176.60901, best error:       836.89819 on epoch:    63, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 56.8594779968s, input_fired_time: 1.0724152327, output_fired_time: 0.6675262451, propagate_forward_time: 21.1886577606, propagate_backward_time: 32.1351966858, weight_update_time: 0.0653499588, other_time: 1.7956809998
epoch time: 4.6717343330s, input_fired_time: 0.1151296720, output_fired_time: 0.0000000000, propagate_forward_time: 4.2359294891, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3206753731
validation[          , genome  5482] predictions:    9749/  10000 (97.49%), best:    9758/10000 (97.58%), error:       838.01331, best error:       836.89819 on epoch:    63, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 61.3007202148s, input_fired_time: 1.1208225489, output_fired_time: 0.7103403211, propagate_forward_time: 23.0255985260, propagate_backward_time: 34.5276870728, weight_update_time: 0.0710249171, other_time: 1.9162750244
epoch time: 4.6641788483s, input_fired_time: 0.1133944243, output_fired_time: 0.0000000000, propagate_forward_time: 4.2339682579, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3168163300
validation[          , genome  5482] predictions:    9708/  10000 (97.08%), best:    9758/10000 (97.58%), error:       972.73212, best error:       836.89819 on epoch:    63, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 57.4046058655s, input_fired_time: 1.0763518810, output_fired_time: 0.6699270010, propagate_forward_time: 21.4317283630, propagate_backward_time: 32.4142189026, weight_update_time: 0.0659995899, other_time: 1.8123817444
epoch time: 4.6776876450s, input_fired_time: 0.1149691939, output_fired_time: 0.0000000000, propagate_forward_time: 4.2421393394, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3205790520
validation[          , genome  5482] predictions:    9725/  10000 (97.25%), best:    9758/10000 (97.58%), error:       885.45654, best error:       836.89819 on epoch:    63, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 58.6849975586s, input_fired_time: 1.0997087955, output_fired_time: 0.6859362125, propagate_forward_time: 21.9326705933, propagate_backward_time: 33.0906372070, weight_update_time: 0.0681986585, other_time: 1.8760452271
epoch time: 4.7985563278s, input_fired_time: 0.1207024306, output_fired_time: 0.0000000000, propagate_forward_time: 4.3452291489, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3326249123
validation[          , genome  5482] predictions:    9728/  10000 (97.28%), best:    9758/10000 (97.58%), error:       916.46521, best error:       836.89819 on epoch:    63, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 59.7586402893s, input_fired_time: 1.1092916727, output_fired_time: 0.6947942972, propagate_forward_time: 22.3923454285, propagate_backward_time: 33.6483612061, weight_update_time: 0.0689359829, other_time: 1.9138488770
epoch time: 4.6992149353s, input_fired_time: 0.1199946254, output_fired_time: 0.0000000000, propagate_forward_time: 4.2496395111, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3295807838
validation[          , genome  5482] predictions:    9621/  10000 (96.21%), best:    9758/10000 (97.58%), error:      1225.09680, best error:       836.89819 on epoch:    63, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 57.2611465454s, input_fired_time: 1.0803028345, output_fired_time: 0.6697462201, propagate_forward_time: 21.3433914185, propagate_backward_time: 32.3232536316, weight_update_time: 0.0658615828, other_time: 1.8444519043
epoch time: 4.7036342621s, input_fired_time: 0.1167324483, output_fired_time: 0.0000000000, propagate_forward_time: 4.2607345581, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3261671066
validation[          , genome  5482] predictions:    9737/  10000 (97.37%), best:    9758/10000 (97.58%), error:       891.64624, best error:       836.89819 on epoch:    63, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 57.1157341003s, input_fired_time: 1.0802490711, output_fired_time: 0.6671970487, propagate_forward_time: 21.3073616028, propagate_backward_time: 32.2592391968, weight_update_time: 0.0657605827, other_time: 1.8016853333
epoch time: 4.6744275093s, input_fired_time: 0.1153783202, output_fired_time: 0.0000000000, propagate_forward_time: 4.2383203506, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3207287788
validation[          , genome  5482] predictions:    9721/  10000 (97.21%), best:    9758/10000 (97.58%), error:       989.83093, best error:       836.89819 on epoch:    63, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 57.2050399780s, input_fired_time: 1.0771459341, output_fired_time: 0.6696681380, propagate_forward_time: 21.3305530548, propagate_backward_time: 32.3332099915, weight_update_time: 0.0654182956, other_time: 1.7944679260
epoch time: 4.6750683784s, input_fired_time: 0.1155230924, output_fired_time: 0.0000000000, propagate_forward_time: 4.2384405136, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3211050034
validation[          , genome  5482] predictions:    9740/  10000 (97.40%), best:    9758/10000 (97.58%), error:       890.77643, best error:       836.89819 on epoch:    63, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 57.1665763855s, input_fired_time: 1.0776083469, output_fired_time: 0.6700744033, propagate_forward_time: 21.3083858490, propagate_backward_time: 32.3195571899, weight_update_time: 0.0654701740, other_time: 1.7909469604
epoch time: 4.6640038490s, input_fired_time: 0.1142992899, output_fired_time: 0.0000000000, propagate_forward_time: 4.2319622040, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3177423477
validation[          , genome  5482] predictions:    9735/  10000 (97.35%), best:    9758/10000 (97.58%), error:       921.98315, best error:       836.89819 on epoch:    63, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 59.1894721985s, input_fired_time: 1.0952823162, output_fired_time: 0.6889625192, propagate_forward_time: 22.1914672852, propagate_backward_time: 33.3604583740, weight_update_time: 0.0675289109, other_time: 1.8533020020
epoch time: 4.6730937958s, input_fired_time: 0.1144768000, output_fired_time: 0.0000000000, propagate_forward_time: 4.2360281944, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3225889206
validation[          , genome  5482] predictions:    9749/  10000 (97.49%), best:    9758/10000 (97.58%), error:       864.79114, best error:       836.89819 on epoch:    63, 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: 23.8801059723s, input_fired_time: 0.5623168349, output_fired_time: 0.0000000000, propagate_forward_time: 21.6423950195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6753940582
best training[          , genome  5482] predictions:   49416/  50000 (98.83%), best:    9758/10000 (97.58%), error:      2100.51367, best error:       836.89819 on epoch:    63, 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: 4.7493424416s, input_fired_time: 0.1087132543, output_fired_time: 0.0000000000, propagate_forward_time: 4.3066139221, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3340153694
   testing[          , genome  5482] predictions:    9761/  10000 (97.61%), best:    9758/10000 (97.58%), error:       808.20312, best error:       836.89819 on epoch:    63, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
22:33:38 (5496): called boinc_finish(0)

</stderr_txt>
]]>