Nameexact_genome_1512568488_43_6089_1
Workunit2601755
Created7 Dec 2017, 17:56:43 UTC
Sent7 Dec 2017, 18:02:58 UTC
Report deadline16 Dec 2017, 14:04:00 UTC
Received9 Dec 2017, 3:50:47 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID49051
Run time4 hours 22 min 34 sec
CPU time4 hours 22 min 5 sec
Validate stateValid
Credit2,208.51
Device peak FLOPS1.56 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size153.21 MB
Peak swap size157.99 MB
Peak disk usage1.87 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
), error:      1116.57495, best error:      1084.86316 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 144.4105682373s, input_fired_time: 1.4295992851, output_fired_time: 1.3232289553, propagate_forward_time: 54.9287033081, propagate_backward_time: 83.6028137207, weight_update_time: 0.1571255624, other_time: 3.1262283325
epoch time: 11.6785497665s, input_fired_time: 0.1741117388, output_fired_time: 0.0000000000, propagate_forward_time: 10.9635677338, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5408706665
validation[          , genome  6089] predictions:    9633/  10000 (96.33%), best:    9673/10000 (96.73%), error:      1245.71362, best error:      1084.86316 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 143.7578735352s, input_fired_time: 1.4238100052, output_fired_time: 1.3186423779, propagate_forward_time: 54.5586967468, propagate_backward_time: 83.3035354614, weight_update_time: 0.1563319564, other_time: 3.1531753540
epoch time: 11.6805286407s, input_fired_time: 0.1755745858, output_fired_time: 0.0000000000, propagate_forward_time: 10.9538707733, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5510835648
validation[          , genome  6089] predictions:    9641/  10000 (96.41%), best:    9673/10000 (96.73%), error:      1159.36572, best error:      1084.86316 on epoch:    12, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 143.7836303711s, input_fired_time: 1.4272849560, output_fired_time: 1.3206956387, propagate_forward_time: 54.4829368591, propagate_backward_time: 83.3649673462, weight_update_time: 0.1583021432, other_time: 3.1877365112
epoch time: 11.6372556686s, input_fired_time: 0.1755448431, output_fired_time: 0.0000000000, propagate_forward_time: 10.9196500778, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5420608521
validation[          , genome  6089] predictions:    9662/  10000 (96.62%), best:    9673/10000 (96.73%), error:      1099.48328, best error:      1084.86316 on epoch:    12, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 143.3018646240s, input_fired_time: 1.4194906950, output_fired_time: 1.3116967678, propagate_forward_time: 54.4814224243, propagate_backward_time: 82.9978027344, weight_update_time: 0.1552567184, other_time: 3.0914535522
epoch time: 11.6988267899s, input_fired_time: 0.1816161722, output_fired_time: 0.0000000000, propagate_forward_time: 10.9483156204, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5688953400
validation[          , genome  6089] predictions:    9647/  10000 (96.47%), best:    9673/10000 (96.73%), error:      1154.48499, best error:      1084.86316 on epoch:    12, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 143.5815887451s, input_fired_time: 1.4252719879, output_fired_time: 1.3179049492, propagate_forward_time: 54.4608306885, propagate_backward_time: 83.2547531128, weight_update_time: 0.1559413075, other_time: 3.1228256226
epoch time: 11.7963075638s, input_fired_time: 0.1816612184, output_fired_time: 0.0000000000, propagate_forward_time: 11.0441141129, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5705318451
validation[          , genome  6089] predictions:    9636/  10000 (96.36%), best:    9673/10000 (96.73%), error:      1122.18604, best error:      1084.86316 on epoch:    12, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 143.6183166504s, input_fired_time: 1.4213069677, output_fired_time: 1.3200907707, propagate_forward_time: 54.5480766296, propagate_backward_time: 83.2134475708, weight_update_time: 0.1559238434, other_time: 3.1153945923
epoch time: 11.7734165192s, input_fired_time: 0.1803643256, output_fired_time: 0.0000000000, propagate_forward_time: 11.0289363861, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5641155243
validation[          , genome  6089] predictions:    9655/  10000 (96.55%), best:    9673/10000 (96.73%), error:      1186.79138, best error:      1084.86316 on epoch:    12, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 142.3938140869s, input_fired_time: 1.4187229872, output_fired_time: 1.3090679646, propagate_forward_time: 54.0571403503, propagate_backward_time: 82.5191116333, weight_update_time: 0.1544022262, other_time: 3.0897750854
epoch time: 11.4733934402s, input_fired_time: 0.1755745709, output_fired_time: 0.0000000000, propagate_forward_time: 10.7454223633, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5523967743
validation[          , genome  6089] predictions:    9666/  10000 (96.66%), best:    9673/10000 (96.73%), error:      1121.76990, best error:      1084.86316 on epoch:    12, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 143.6591339111s, input_fired_time: 1.4247065783, output_fired_time: 1.3218097687, propagate_forward_time: 54.5847854614, propagate_backward_time: 83.2031326294, weight_update_time: 0.1557477564, other_time: 3.1246948242
epoch time: 11.7366285324s, input_fired_time: 0.1775196493, output_fired_time: 0.0000000000, propagate_forward_time: 10.9960241318, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5630846024
validation[          , genome  6089] predictions:    9660/  10000 (96.60%), best:    9673/10000 (96.73%), error:      1120.54504, best error:      1084.86316 on epoch:    12, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 142.8533172607s, input_fired_time: 1.4183598757, output_fired_time: 1.3123567104, propagate_forward_time: 54.2568664551, propagate_backward_time: 82.7813262939, weight_update_time: 0.1542475671, other_time: 3.0843963623
epoch time: 11.4989862442s, input_fired_time: 0.1746145338, output_fired_time: 0.0000000000, propagate_forward_time: 10.7738332748, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5505380630
validation[          , genome  6089] predictions:    9672/  10000 (96.72%), best:    9673/10000 (96.73%), error:      1164.29883, best error:      1084.86316 on epoch:    12, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 143.3653259277s, input_fired_time: 1.4157958031, output_fired_time: 1.3159892559, propagate_forward_time: 54.3807258606, propagate_backward_time: 83.1591567993, weight_update_time: 0.1552751660, other_time: 3.0936508179
epoch time: 11.7224626541s, input_fired_time: 0.1770982742, output_fired_time: 0.0000000000, propagate_forward_time: 10.9915943146, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5537700653
validation[          , genome  6089] predictions:    9649/  10000 (96.49%), best:    9673/10000 (96.73%), error:      1139.81836, best error:      1084.86316 on epoch:    12, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 142.0652465820s, input_fired_time: 1.4157241583, output_fired_time: 1.3001370430, propagate_forward_time: 53.8080902100, propagate_backward_time: 82.4339904785, weight_update_time: 0.1542578340, other_time: 3.1072998047
epoch time: 11.5064334869s, input_fired_time: 0.1794058830, output_fired_time: 0.0000000000, propagate_forward_time: 10.7677583694, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5592689514
validation[          , genome  6089] predictions:    9591/  10000 (95.91%), best:    9673/10000 (96.73%), error:      1304.68469, best error:      1084.86316 on epoch:    12, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 143.8409423828s, input_fired_time: 1.4226516485, output_fired_time: 1.3164896965, propagate_forward_time: 54.5657653809, propagate_backward_time: 83.4589843750, weight_update_time: 0.1542942077, other_time: 3.0770568848
epoch time: 11.6165752411s, input_fired_time: 0.1761346757, output_fired_time: 0.0000000000, propagate_forward_time: 10.8922462463, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5481939316
validation[          , genome  6089] predictions:    9715/  10000 (97.15%), best:    9715/10000 (97.15%), error:       964.67926, best error:       964.67926 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 141.1971893311s, input_fired_time: 1.4074691534, output_fired_time: 1.2903301716, propagate_forward_time: 53.5034751892, propagate_backward_time: 81.9174652100, weight_update_time: 0.1547125429, other_time: 3.0784454346
epoch time: 11.6853475571s, input_fired_time: 0.1777172685, output_fired_time: 0.0000000000, propagate_forward_time: 10.9456663132, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5619640350
validation[          , genome  6089] predictions:    9565/  10000 (95.65%), best:    9715/10000 (97.15%), error:      1408.38953, best error:       964.67926 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 143.9493255615s, input_fired_time: 1.4175027609, output_fired_time: 1.3163654804, propagate_forward_time: 54.6672706604, propagate_backward_time: 83.4954757690, weight_update_time: 0.1538190097, other_time: 3.0527267456
epoch time: 11.6851444244s, input_fired_time: 0.1768222749, output_fired_time: 0.0000000000, propagate_forward_time: 10.9628791809, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5454425812
validation[          , genome  6089] predictions:    9657/  10000 (96.57%), best:    9715/10000 (97.15%), error:      1114.38123, best error:       964.67926 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 142.9669799805s, input_fired_time: 1.4173245430, output_fired_time: 1.3059816360, propagate_forward_time: 54.3303451538, propagate_backward_time: 82.8428115845, weight_update_time: 0.1551005989, other_time: 3.0705108643
epoch time: 11.3753805161s, input_fired_time: 0.1751035154, output_fired_time: 0.0000000000, propagate_forward_time: 10.6522817612, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5479955673
validation[          , genome  6089] predictions:    9623/  10000 (96.23%), best:    9715/10000 (97.15%), error:      1182.96411, best error:       964.67926 on epoch:    26, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 143.1684875488s, input_fired_time: 1.4169987440, output_fired_time: 1.3078805208, propagate_forward_time: 54.4685401917, propagate_backward_time: 82.9127960205, weight_update_time: 0.1541984230, other_time: 3.0622863770
epoch time: 11.5137653351s, input_fired_time: 0.1741296947, output_fired_time: 0.0000000000, propagate_forward_time: 10.7961559296, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5434799194
validation[          , genome  6089] predictions:    9662/  10000 (96.62%), best:    9715/10000 (97.15%), error:      1117.10083, best error:       964.67926 on epoch:    26, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 142.7458038330s, input_fired_time: 1.4105311632, output_fired_time: 1.2980854511, propagate_forward_time: 54.2421493530, propagate_backward_time: 82.7628173828, weight_update_time: 0.1525805146, other_time: 3.0322189331
epoch time: 11.5655727386s, input_fired_time: 0.1754020005, output_fired_time: 0.0000000000, propagate_forward_time: 10.8412208557, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5489501953
validation[          , genome  6089] predictions:    9685/  10000 (96.85%), best:    9715/10000 (97.15%), error:      1048.71045, best error:       964.67926 on epoch:    26, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 142.4806213379s, input_fired_time: 1.4068884850, output_fired_time: 1.3025084734, propagate_forward_time: 54.0175018311, propagate_backward_time: 82.7146453857, weight_update_time: 0.1519194692, other_time: 3.0390777588
epoch time: 11.7443971634s, input_fired_time: 0.1782359183, output_fired_time: 0.0000000000, propagate_forward_time: 11.0166130066, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5495481491
validation[          , genome  6089] predictions:    9607/  10000 (96.07%), best:    9715/10000 (97.15%), error:      1366.61670, best error:       964.67926 on epoch:    26, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 143.3978729248s, input_fired_time: 1.4310966730, output_fired_time: 1.3084006310, propagate_forward_time: 54.4523429871, propagate_backward_time: 83.1542968750, weight_update_time: 0.1538932770, other_time: 3.0517425537
epoch time: 11.7313089371s, input_fired_time: 0.1766538471, output_fired_time: 0.0000000000, propagate_forward_time: 11.0034914017, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5511636734
validation[          , genome  6089] predictions:    9615/  10000 (96.15%), best:    9715/10000 (97.15%), error:      1189.89661, best error:       964.67926 on epoch:    26, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 143.8273773193s, input_fired_time: 1.4159983397, output_fired_time: 1.3135334253, propagate_forward_time: 54.7132186890, propagate_backward_time: 83.3403701782, weight_update_time: 0.1537754983, other_time: 3.0442504883
epoch time: 11.7308969498s, input_fired_time: 0.1787428409, output_fired_time: 0.0000000000, propagate_forward_time: 10.9981546402, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5539999008
validation[          , genome  6089] predictions:    9674/  10000 (96.74%), best:    9715/10000 (97.15%), error:      1063.20642, best error:       964.67926 on epoch:    26, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 142.9709777832s, input_fired_time: 1.4167658091, output_fired_time: 1.3082015514, propagate_forward_time: 54.2027931213, propagate_backward_time: 82.9704208374, weight_update_time: 0.1536449641, other_time: 3.0728073120
epoch time: 11.6781587601s, input_fired_time: 0.1779835522, output_fired_time: 0.0000000000, propagate_forward_time: 10.9416627884, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5585126877
validation[          , genome  6089] predictions:    9695/  10000 (96.95%), best:    9715/10000 (97.15%), error:      1006.94641, best error:       964.67926 on epoch:    26, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 143.3300628662s, input_fired_time: 1.4136937857, output_fired_time: 1.3127720356, propagate_forward_time: 54.3807373047, propagate_backward_time: 83.1776885986, weight_update_time: 0.1530101001, other_time: 3.0451660156
epoch time: 11.7069501877s, input_fired_time: 0.1757373959, output_fired_time: 0.0000000000, propagate_forward_time: 10.9895315170, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5416812897
validation[          , genome  6089] predictions:    9690/  10000 (96.90%), best:    9715/10000 (97.15%), error:      1015.81177, best error:       964.67926 on epoch:    26, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 143.7064971924s, input_fired_time: 1.4155533314, output_fired_time: 1.3087027073, propagate_forward_time: 54.6152648926, propagate_backward_time: 83.3146057129, weight_update_time: 0.1532998830, other_time: 3.0523681641
epoch time: 11.6593332291s, input_fired_time: 0.1770880222, output_fired_time: 0.0000000000, propagate_forward_time: 10.9396896362, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5425558090
validation[          , genome  6089] predictions:    9692/  10000 (96.92%), best:    9715/10000 (97.15%), error:      1010.61206, best error:       964.67926 on epoch:    26, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 143.5349578857s, input_fired_time: 1.4169412851, output_fired_time: 1.3106652498, propagate_forward_time: 54.5974159241, propagate_backward_time: 83.1816711426, weight_update_time: 0.1531743854, other_time: 3.0282592773
epoch time: 11.5943717957s, input_fired_time: 0.1729331762, output_fired_time: 0.0000000000, propagate_forward_time: 10.8913631439, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5300750732
validation[          , genome  6089] predictions:    9680/  10000 (96.80%), best:    9715/10000 (97.15%), error:      1015.78961, best error:       964.67926 on epoch:    26, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 143.9299163818s, input_fired_time: 1.4134840965, output_fired_time: 1.3160285950, propagate_forward_time: 54.6446571350, propagate_backward_time: 83.5287704468, weight_update_time: 0.1530019641, other_time: 3.0269851685
epoch time: 11.6342964172s, input_fired_time: 0.1775104702, output_fired_time: 0.0000000000, propagate_forward_time: 10.9096069336, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5471792221
validation[          , genome  6089] predictions:    9700/  10000 (97.00%), best:    9715/10000 (97.15%), error:       982.73260, best error:       964.67926 on epoch:    26, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 142.7787170410s, input_fired_time: 1.4129648209, output_fired_time: 1.3058825731, propagate_forward_time: 54.3095436096, propagate_backward_time: 82.7220687866, weight_update_time: 0.1525380313, other_time: 3.0282669067
epoch time: 11.5230703354s, input_fired_time: 0.1736402363, output_fired_time: 0.0000000000, propagate_forward_time: 10.8216686249, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5277614594
validation[          , genome  6089] predictions:    9656/  10000 (96.56%), best:    9715/10000 (97.15%), error:      1142.69739, best error:       964.67926 on epoch:    26, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 143.2241516113s, input_fired_time: 1.4200774431, output_fired_time: 1.3043769598, propagate_forward_time: 54.4221801758, propagate_backward_time: 83.0209426880, weight_update_time: 0.1534924209, other_time: 3.0565719604
epoch time: 11.6347446442s, input_fired_time: 0.1771464348, output_fired_time: 0.0000000000, propagate_forward_time: 10.9041423798, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5534553528
validation[          , genome  6089] predictions:    9703/  10000 (97.03%), best:    9715/10000 (97.15%), error:       977.62604, best error:       964.67926 on epoch:    26, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 143.0995483398s, input_fired_time: 1.4176170826, output_fired_time: 1.3066878319, propagate_forward_time: 54.2740325928, propagate_backward_time: 83.0637969971, weight_update_time: 0.1524264216, other_time: 3.0374145508
epoch time: 11.6315135956s, input_fired_time: 0.1754378825, output_fired_time: 0.0000000000, propagate_forward_time: 10.9280004501, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5280752182
validation[          , genome  6089] predictions:    9674/  10000 (96.74%), best:    9715/10000 (97.15%), error:      1063.03162, best error:       964.67926 on epoch:    26, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 143.6170501709s, input_fired_time: 1.4195604324, output_fired_time: 1.3103836775, propagate_forward_time: 54.5072898865, propagate_backward_time: 83.3656387329, weight_update_time: 0.1525155008, other_time: 3.0141830444
epoch time: 11.6150665283s, input_fired_time: 0.1773389131, output_fired_time: 0.0000000000, propagate_forward_time: 10.8983297348, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5393981934
validation[          , genome  6089] predictions:    9679/  10000 (96.79%), best:    9715/10000 (97.15%), error:      1046.19922, best error:       964.67926 on epoch:    26, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 143.7714843750s, input_fired_time: 1.4203772545, output_fired_time: 1.3093035221, propagate_forward_time: 54.5760421753, propagate_backward_time: 83.4430084229, weight_update_time: 0.1527684033, other_time: 3.0227432251
epoch time: 11.6079483032s, input_fired_time: 0.1767752171, output_fired_time: 0.0000000000, propagate_forward_time: 10.8895425797, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5416307449
validation[          , genome  6089] predictions:    9653/  10000 (96.53%), best:    9715/10000 (97.15%), error:      1153.33154, best error:       964.67926 on epoch:    26, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 143.2402343750s, input_fired_time: 1.4173556566, output_fired_time: 1.3046818972, propagate_forward_time: 54.4574775696, propagate_backward_time: 83.0609893799, weight_update_time: 0.1520393491, other_time: 2.9997253418
epoch time: 11.3544368744s, input_fired_time: 0.1743278652, output_fired_time: 0.0000000000, propagate_forward_time: 10.6467008591, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5334081650
validation[          , genome  6089] predictions:    9689/  10000 (96.89%), best:    9715/10000 (97.15%), error:       985.21161, best error:       964.67926 on epoch:    26, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 143.3917083740s, input_fired_time: 1.4165230989, output_fired_time: 1.3077970743, propagate_forward_time: 54.3927650452, propagate_backward_time: 83.2728500366, weight_update_time: 0.1517618150, other_time: 3.0017776489
epoch time: 11.6539964676s, input_fired_time: 0.1759856939, output_fired_time: 0.0000000000, propagate_forward_time: 10.9363021851, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5417089462
validation[          , genome  6089] predictions:    9704/  10000 (97.04%), best:    9704/10000 (97.04%), error:       958.62970, best error:       958.62970 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 143.9547119141s, input_fired_time: 1.4199969769, output_fired_time: 1.3133622408, propagate_forward_time: 54.6838836670, propagate_backward_time: 83.5105514526, weight_update_time: 0.1528078467, other_time: 3.0269088745
epoch time: 11.5255832672s, input_fired_time: 0.1766174883, output_fired_time: 0.0000000000, propagate_forward_time: 10.8105621338, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5384035110
validation[          , genome  6089] predictions:    9651/  10000 (96.51%), best:    9704/10000 (97.04%), error:      1148.73035, best error:       958.62970 on epoch:    46, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 143.6649017334s, input_fired_time: 1.4173907042, output_fired_time: 1.3097487688, propagate_forward_time: 54.6886940002, propagate_backward_time: 83.2651367188, weight_update_time: 0.1519235969, other_time: 2.9839324951
epoch time: 11.6965398788s, input_fired_time: 0.1760056764, output_fired_time: 0.0000000000, propagate_forward_time: 10.9814786911, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5390558243
validation[          , genome  6089] predictions:    9591/  10000 (95.91%), best:    9704/10000 (97.04%), error:      1361.47546, best error:       958.62970 on epoch:    46, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 143.4601135254s, input_fired_time: 1.4201390743, output_fired_time: 1.3113940954, propagate_forward_time: 54.4996109009, propagate_backward_time: 83.1872787476, weight_update_time: 0.1529486030, other_time: 3.0416870117
epoch time: 11.6843070984s, input_fired_time: 0.1778616756, output_fired_time: 0.0000000000, propagate_forward_time: 10.9627285004, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5437173843
validation[          , genome  6089] predictions:    9665/  10000 (96.65%), best:    9704/10000 (97.04%), error:      1063.47180, best error:       958.62970 on epoch:    46, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 143.9592285156s, input_fired_time: 1.4204339981, output_fired_time: 1.3147768974, propagate_forward_time: 54.7125129700, propagate_backward_time: 83.5113830566, weight_update_time: 0.1522902101, other_time: 3.0001220703
epoch time: 11.6912088394s, input_fired_time: 0.1770782769, output_fired_time: 0.0000000000, propagate_forward_time: 10.9814815521, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5326490402
validation[          , genome  6089] predictions:    9698/  10000 (96.98%), best:    9704/10000 (97.04%), error:       972.60413, best error:       958.62970 on epoch:    46, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 143.5722198486s, input_fired_time: 1.4190104008, output_fired_time: 1.3092876673, propagate_forward_time: 54.7204895020, propagate_backward_time: 83.1430587769, weight_update_time: 0.1518626809, other_time: 2.9803848267
epoch time: 11.5334329605s, input_fired_time: 0.1753216684, output_fired_time: 0.0000000000, propagate_forward_time: 10.8287639618, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5293474197
validation[          , genome  6089] predictions:    9700/  10000 (97.00%), best:    9704/10000 (97.04%), error:       966.64984, best error:       958.62970 on epoch:    46, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 143.4036865234s, input_fired_time: 1.4170207977, output_fired_time: 1.3074651957, propagate_forward_time: 54.4828453064, propagate_backward_time: 83.2007598877, weight_update_time: 0.1519359648, other_time: 2.9955902100
epoch time: 11.5364599228s, input_fired_time: 0.1786250174, output_fired_time: 0.0000000000, propagate_forward_time: 10.8107185364, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5471162796
validation[          , genome  6089] predictions:    9631/  10000 (96.31%), best:    9704/10000 (97.04%), error:      1173.48145, best error:       958.62970 on epoch:    46, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 143.0908660889s, input_fired_time: 1.4179168940, output_fired_time: 1.3036621809, propagate_forward_time: 54.3630409241, propagate_backward_time: 82.9863739014, weight_update_time: 0.1528252810, other_time: 3.0198669434
epoch time: 11.4117603302s, input_fired_time: 0.1746612042, output_fired_time: 0.0000000000, propagate_forward_time: 10.7003231049, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5367755890
validation[          , genome  6089] predictions:    9673/  10000 (96.73%), best:    9704/10000 (97.04%), error:      1114.72021, best error:       958.62970 on epoch:    46, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 143.6436767578s, input_fired_time: 1.4155322313, output_fired_time: 1.3131852150, propagate_forward_time: 54.6021270752, propagate_backward_time: 83.3410797119, weight_update_time: 0.1517280638, other_time: 2.9717559814
epoch time: 11.6143512726s, input_fired_time: 0.1771664023, output_fired_time: 0.0000000000, propagate_forward_time: 10.8879604340, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5492248535
validation[          , genome  6089] predictions:    9671/  10000 (96.71%), best:    9704/10000 (97.04%), error:      1033.86414, best error:       958.62970 on epoch:    46, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 143.6095123291s, input_fired_time: 1.4240727425, output_fired_time: 1.3046818972, propagate_forward_time: 54.5748710632, propagate_backward_time: 83.2864151001, weight_update_time: 0.1524315625, other_time: 3.0194625854
epoch time: 11.6663455963s, input_fired_time: 0.1775012165, output_fired_time: 0.0000000000, propagate_forward_time: 10.9430932999, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5457506180
validation[          , genome  6089] predictions:    9697/  10000 (96.97%), best:    9704/10000 (97.04%), error:       997.59131, best error:       958.62970 on epoch:    46, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 142.7218780518s, input_fired_time: 1.4201474190, output_fired_time: 1.3075364828, propagate_forward_time: 54.2496910095, propagate_backward_time: 82.7522201538, weight_update_time: 0.1509621590, other_time: 2.9922714233
epoch time: 11.5848360062s, input_fired_time: 0.1766605377, output_fired_time: 0.0000000000, propagate_forward_time: 10.8713350296, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5368404388
validation[          , genome  6089] predictions:    9723/  10000 (97.23%), best:    9723/10000 (97.23%), error:       925.26648, best error:       925.26648 on epoch:    56, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 141.9463958740s, input_fired_time: 1.4133436680, output_fired_time: 1.2925353050, propagate_forward_time: 53.8978729248, propagate_backward_time: 82.3623962402, weight_update_time: 0.1506907791, other_time: 2.9802398682
epoch time: 11.7246532440s, input_fired_time: 0.1780465096, output_fired_time: 0.0000000000, propagate_forward_time: 10.9984512329, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5481557846
validation[          , genome  6089] predictions:    9671/  10000 (96.71%), best:    9723/10000 (97.23%), error:      1078.90845, best error:       925.26648 on epoch:    56, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 142.6984252930s, input_fired_time: 1.4168992043, output_fired_time: 1.3006057739, propagate_forward_time: 54.1792144775, propagate_backward_time: 82.7921524048, weight_update_time: 0.1521176696, other_time: 3.0095596313
epoch time: 11.6872558594s, input_fired_time: 0.1772862077, output_fired_time: 0.0000000000, propagate_forward_time: 10.9846296310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5253400803
validation[          , genome  6089] predictions:    9710/  10000 (97.10%), best:    9723/10000 (97.23%), error:       957.42676, best error:       925.26648 on epoch:    56, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 142.5680084229s, input_fired_time: 1.4163750410, output_fired_time: 1.2995309830, propagate_forward_time: 54.2067298889, propagate_backward_time: 82.6612625122, weight_update_time: 0.1513696462, other_time: 2.9841079712
epoch time: 11.6979141235s, input_fired_time: 0.1775616407, output_fired_time: 0.0000000000, propagate_forward_time: 10.9862785339, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5340738297
validation[          , genome  6089] predictions:    9682/  10000 (96.82%), best:    9723/10000 (97.23%), error:      1048.38013, best error:       925.26648 on epoch:    56, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 143.6698608398s, input_fired_time: 1.4225264788, output_fired_time: 1.3062964678, propagate_forward_time: 54.5559959412, propagate_backward_time: 83.3647994995, weight_update_time: 0.1526091993, other_time: 3.0202407837
epoch time: 11.7737073898s, input_fired_time: 0.1815188825, output_fired_time: 0.0000000000, propagate_forward_time: 11.0467920303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5453968048
validation[          , genome  6089] predictions:    9711/  10000 (97.11%), best:    9723/10000 (97.23%), error:       935.45020, best error:       925.26648 on epoch:    56, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 143.6209106445s, input_fired_time: 1.4206748009, output_fired_time: 1.3087564707, propagate_forward_time: 54.6531486511, propagate_backward_time: 83.2500686646, weight_update_time: 0.1517096013, other_time: 2.9882583618
epoch time: 11.5352964401s, input_fired_time: 0.1760927141, output_fired_time: 0.0000000000, propagate_forward_time: 10.8297891617, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5294141769
validation[          , genome  6089] predictions:    9687/  10000 (96.87%), best:    9723/10000 (97.23%), error:       996.35931, best error:       925.26648 on epoch:    56, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 143.3070678711s, input_fired_time: 1.4218112230, output_fired_time: 1.3114560843, propagate_forward_time: 54.4058227539, propagate_backward_time: 83.1578445435, weight_update_time: 0.1529179215, other_time: 3.0101242065
epoch time: 11.5085945129s, input_fired_time: 0.1763057113, output_fired_time: 0.0000000000, propagate_forward_time: 10.7964105606, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5358781815
validation[          , genome  6089] predictions:    9707/  10000 (97.07%), best:    9723/10000 (97.23%), error:       966.48712, best error:       925.26648 on epoch:    56, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 143.2200164795s, input_fired_time: 1.4210426807, output_fired_time: 1.3073627949, propagate_forward_time: 54.4145965576, propagate_backward_time: 83.0916366577, weight_update_time: 0.1509902477, other_time: 2.9853897095
epoch time: 11.6899290085s, input_fired_time: 0.1777776927, output_fired_time: 0.0000000000, propagate_forward_time: 10.9711313248, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5410203934
validation[          , genome  6089] predictions:    9663/  10000 (96.63%), best:    9723/10000 (97.23%), error:      1096.47949, best error:       925.26648 on epoch:    56, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 143.9263610840s, input_fired_time: 1.4256370068, output_fired_time: 1.3164520264, propagate_forward_time: 54.7355995178, propagate_backward_time: 83.4659118652, weight_update_time: 0.1516967863, other_time: 2.9827575684
epoch time: 11.6967983246s, input_fired_time: 0.1791422516, output_fired_time: 0.0000000000, propagate_forward_time: 10.9799613953, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5376949310
validation[          , genome  6089] predictions:    9691/  10000 (96.91%), best:    9723/10000 (97.23%), error:      1022.36896, best error:       925.26648 on epoch:    56, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 143.3604736328s, input_fired_time: 1.4269385338, output_fired_time: 1.3071439266, propagate_forward_time: 54.4412956238, propagate_backward_time: 83.1632537842, weight_update_time: 0.1526855230, other_time: 3.0218353271
epoch time: 11.6311273575s, input_fired_time: 0.1787822843, output_fired_time: 0.0000000000, propagate_forward_time: 10.9112462997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5410985947
validation[          , genome  6089] predictions:    9696/  10000 (96.96%), best:    9723/10000 (97.23%), error:       976.19202, best error:       925.26648 on epoch:    56, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 142.6936492920s, input_fired_time: 1.4246768951, output_fired_time: 1.3018536568, propagate_forward_time: 54.2038612366, propagate_backward_time: 82.7376327515, weight_update_time: 0.1523035616, other_time: 3.0256271362
epoch time: 11.5254249573s, input_fired_time: 0.1779128909, output_fired_time: 0.0000000000, propagate_forward_time: 10.8089580536, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5385541916
validation[          , genome  6089] predictions:    9703/  10000 (97.03%), best:    9723/10000 (97.23%), error:       967.40942, best error:       925.26648 on epoch:    56, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 142.9830169678s, input_fired_time: 1.4254153967, output_fired_time: 1.3053767681, propagate_forward_time: 54.2859497070, propagate_backward_time: 82.9486923218, weight_update_time: 0.1515421867, other_time: 3.0175857544
epoch time: 11.6894493103s, input_fired_time: 0.1784643084, output_fired_time: 0.0000000000, propagate_forward_time: 10.9730110168, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5379743576
validation[          , genome  6089] predictions:    9721/  10000 (97.21%), best:    9723/10000 (97.23%), error:       943.05243, best error:       925.26648 on epoch:    56, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 143.2541809082s, input_fired_time: 1.4241408110, output_fired_time: 1.3035883904, propagate_forward_time: 54.5382461548, propagate_backward_time: 83.0128021240, weight_update_time: 0.1510752439, other_time: 2.9754104614
epoch time: 11.6398372650s, input_fired_time: 0.1768648177, output_fired_time: 0.0000000000, propagate_forward_time: 10.9368829727, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5260896683
validation[          , genome  6089] predictions:    9716/  10000 (97.16%), best:    9716/10000 (97.16%), error:       904.90845, best error:       904.90845 on epoch:    68, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 143.5755462646s, input_fired_time: 1.4290794134, output_fired_time: 1.3090122938, propagate_forward_time: 54.5579490662, propagate_backward_time: 83.2440109253, weight_update_time: 0.1531043053, other_time: 3.0354995728
epoch time: 11.6568717957s, input_fired_time: 0.1791032702, output_fired_time: 0.0000000000, propagate_forward_time: 10.9346685410, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5431003571
validation[          , genome  6089] predictions:    9738/  10000 (97.38%), best:    9738/10000 (97.38%), error:       868.94128, best error:       868.94128 on epoch:    69, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 143.6648712158s, input_fired_time: 1.4276905060, output_fired_time: 1.3137079477, propagate_forward_time: 54.5270080566, propagate_backward_time: 83.3556060791, weight_update_time: 0.1527884454, other_time: 3.0408630371
epoch time: 11.6795148849s, input_fired_time: 0.1788498610, output_fired_time: 0.0000000000, propagate_forward_time: 10.9660997391, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5345649719
validation[          , genome  6089] predictions:    9692/  10000 (96.92%), best:    9738/10000 (97.38%), error:      1028.55066, best error:       868.94128 on epoch:    69, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 143.6159210205s, input_fired_time: 1.4282184839, output_fired_time: 1.3085666895, propagate_forward_time: 54.5940742493, propagate_backward_time: 83.2741394043, weight_update_time: 0.1521325409, other_time: 3.0109252930
epoch time: 11.7736701965s, input_fired_time: 0.1797944605, output_fired_time: 0.0000000000, propagate_forward_time: 11.0568561554, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5370197296
validation[          , genome  6089] predictions:    9678/  10000 (96.78%), best:    9738/10000 (97.38%), error:      1075.36389, best error:       868.94128 on epoch:    69, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 144.2991333008s, input_fired_time: 1.4319941998, output_fired_time: 1.3129000664, propagate_forward_time: 54.8838005066, propagate_backward_time: 83.6654129028, weight_update_time: 0.1524858028, other_time: 3.0050277710
epoch time: 11.5345144272s, input_fired_time: 0.1779400110, output_fired_time: 0.0000000000, propagate_forward_time: 10.8221750259, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5343990326
validation[          , genome  6089] predictions:    9692/  10000 (96.92%), best:    9738/10000 (97.38%), error:      1006.30420, best error:       868.94128 on epoch:    69, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 143.9093322754s, input_fired_time: 1.4282894135, output_fired_time: 1.3130074739, propagate_forward_time: 54.6911277771, propagate_backward_time: 83.4980850220, weight_update_time: 0.1514504999, other_time: 2.9788284302
epoch time: 11.6772165298s, input_fired_time: 0.1797370911, output_fired_time: 0.0000000000, propagate_forward_time: 10.9522418976, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5452375412
validation[          , genome  6089] predictions:    9703/  10000 (97.03%), best:    9738/10000 (97.38%), error:       968.59088, best error:       868.94128 on epoch:    69, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 143.4405059814s, input_fired_time: 1.4274526834, output_fired_time: 1.3057515621, propagate_forward_time: 54.5551414490, propagate_backward_time: 83.1739120483, weight_update_time: 0.1520798057, other_time: 2.9782333374
epoch time: 11.5916652679s, input_fired_time: 0.1796081066, output_fired_time: 0.0000000000, propagate_forward_time: 10.8718423843, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5402145386
validation[          , genome  6089] predictions:    9714/  10000 (97.14%), best:    9738/10000 (97.38%), error:       930.28076, best error:       868.94128 on epoch:    69, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 143.3509826660s, input_fired_time: 1.4282668829, output_fired_time: 1.3090370893, propagate_forward_time: 54.4267654419, propagate_backward_time: 83.1884613037, weight_update_time: 0.1520567089, other_time: 2.9984512329
epoch time: 11.6441469193s, input_fired_time: 0.1796501130, output_fired_time: 0.0000000000, propagate_forward_time: 10.9169578552, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5475387573
validation[          , genome  6089] predictions:    9694/  10000 (96.94%), best:    9738/10000 (97.38%), error:      1023.29614, best error:       868.94128 on epoch:    69, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 143.7499389648s, input_fired_time: 1.4330316782, output_fired_time: 1.3121163845, propagate_forward_time: 54.6760673523, propagate_backward_time: 83.2999267578, weight_update_time: 0.1527126431, other_time: 3.0287933350
epoch time: 11.5972995758s, input_fired_time: 0.1797274053, output_fired_time: 0.0000000000, propagate_forward_time: 10.8709335327, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5466384888
validation[          , genome  6089] predictions:    9721/  10000 (97.21%), best:    9738/10000 (97.38%), error:       915.60913, best error:       868.94128 on epoch:    69, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 143.8598785400s, input_fired_time: 1.4436633587, output_fired_time: 1.3137673140, propagate_forward_time: 54.6100463867, propagate_backward_time: 83.4348602295, weight_update_time: 0.1530674547, other_time: 3.0575408936
epoch time: 11.7383766174s, input_fired_time: 0.1791933626, output_fired_time: 0.0000000000, propagate_forward_time: 11.0194101334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5397729874
validation[          , genome  6089] predictions:    9603/  10000 (96.03%), best:    9738/10000 (97.38%), error:      1350.25073, best error:       868.94128 on epoch:    69, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 144.0355072021s, input_fired_time: 1.4294252396, output_fired_time: 1.3146603107, propagate_forward_time: 54.7408905029, propagate_backward_time: 83.5522689819, weight_update_time: 0.1522067785, other_time: 2.9982528687
epoch time: 11.7217512131s, input_fired_time: 0.1807995290, output_fired_time: 0.0000000000, propagate_forward_time: 10.9904327393, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5505189896
validation[          , genome  6089] predictions:    9611/  10000 (96.11%), best:    9738/10000 (97.38%), error:      1217.99561, best error:       868.94128 on epoch:    69, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 144.0056152344s, input_fired_time: 1.4340445995, output_fired_time: 1.3112182617, propagate_forward_time: 54.7281265259, propagate_backward_time: 83.5363082886, weight_update_time: 0.1523905396, other_time: 2.9959106445
epoch time: 11.5920104980s, input_fired_time: 0.1799030304, output_fired_time: 0.0000000000, propagate_forward_time: 10.8743877411, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5377197266
validation[          , genome  6089] predictions:    9680/  10000 (96.80%), best:    9738/10000 (97.38%), error:      1029.61353, best error:       868.94128 on epoch:    69, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 143.5212402344s, input_fired_time: 1.4316442013, output_fired_time: 1.3078614473, propagate_forward_time: 54.4515228271, propagate_backward_time: 83.3149948120, weight_update_time: 0.1526209563, other_time: 3.0152206421
epoch time: 11.2929296494s, input_fired_time: 0.1767839342, output_fired_time: 0.0000000000, propagate_forward_time: 10.5800065994, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5361394882
validation[          , genome  6089] predictions:    9718/  10000 (97.18%), best:    9738/10000 (97.38%), error:       932.22028, best error:       868.94128 on epoch:    69, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 142.4726715088s, input_fired_time: 1.4295865297, output_fired_time: 1.3019580841, propagate_forward_time: 54.0632247925, propagate_backward_time: 82.6689071655, weight_update_time: 0.1516880989, other_time: 3.0090026855
epoch time: 11.6571865082s, input_fired_time: 0.1802327335, output_fired_time: 0.0000000000, propagate_forward_time: 10.9406557083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5362977982
validation[          , genome  6089] predictions:    9712/  10000 (97.12%), best:    9738/10000 (97.38%), error:       929.30286, best error:       868.94128 on epoch:    69, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 142.5173797607s, input_fired_time: 1.4353483915, output_fired_time: 1.2977368832, propagate_forward_time: 54.1433181763, propagate_backward_time: 82.6207199097, weight_update_time: 0.1516819745, other_time: 3.0202636719
epoch time: 11.7336721420s, input_fired_time: 0.1816049069, output_fired_time: 0.0000000000, propagate_forward_time: 11.0041666031, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5479001999
validation[          , genome  6089] predictions:    9715/  10000 (97.15%), best:    9738/10000 (97.38%), error:       965.55389, best error:       868.94128 on epoch:    69, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 143.4820556641s, input_fired_time: 1.4302291870, output_fired_time: 1.3069003820, propagate_forward_time: 54.5448112488, propagate_backward_time: 83.2109985352, weight_update_time: 0.1515560001, other_time: 2.9891052246
epoch time: 11.6846332550s, input_fired_time: 0.1799982488, output_fired_time: 0.0000000000, propagate_forward_time: 10.9725646973, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5320701599
validation[          , genome  6089] predictions:    9680/  10000 (96.80%), best:    9738/10000 (97.38%), error:      1049.34180, best error:       868.94128 on epoch:    69, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 142.2998809814s, input_fired_time: 1.4285775423, output_fired_time: 1.2979598045, propagate_forward_time: 54.0767593384, propagate_backward_time: 82.4934463501, weight_update_time: 0.1512308866, other_time: 3.0031433105
epoch time: 11.5321989059s, input_fired_time: 0.1807094067, output_fired_time: 0.0000000000, propagate_forward_time: 10.8084449768, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5430440903
validation[          , genome  6089] predictions:    9718/  10000 (97.18%), best:    9738/10000 (97.38%), error:       916.24731, best error:       868.94128 on epoch:    69, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 141.5144042969s, input_fired_time: 1.4250640869, output_fired_time: 1.2986848354, propagate_forward_time: 53.6234588623, propagate_backward_time: 82.1623840332, weight_update_time: 0.1506973952, other_time: 3.0048065186
epoch time: 11.7135753632s, input_fired_time: 0.1805241108, output_fired_time: 0.0000000000, propagate_forward_time: 10.9954671860, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5375843048
validation[          , genome  6089] predictions:    9720/  10000 (97.20%), best:    9738/10000 (97.38%), error:       915.95569, best error:       868.94128 on epoch:    69, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 144.0266723633s, input_fired_time: 1.4393850565, output_fired_time: 1.3132942915, propagate_forward_time: 54.8229103088, propagate_backward_time: 83.4277725220, weight_update_time: 0.1527218521, other_time: 3.0233078003
epoch time: 11.5922355652s, input_fired_time: 0.1785231829, output_fired_time: 0.0000000000, propagate_forward_time: 10.8756074905, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5381050110
validation[          , genome  6089] predictions:    9724/  10000 (97.24%), best:    9738/10000 (97.38%), error:       921.78973, best error:       868.94128 on epoch:    69, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 143.8201599121s, input_fired_time: 1.4364326000, output_fired_time: 1.3117691278, propagate_forward_time: 54.6845092773, propagate_backward_time: 83.3825531006, weight_update_time: 0.1521258801, other_time: 3.0048980713
epoch time: 11.7315397263s, input_fired_time: 0.1805230677, output_fired_time: 0.0000000000, propagate_forward_time: 11.0163660049, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5346508026
validation[          , genome  6089] predictions:    9688/  10000 (96.88%), best:    9738/10000 (97.38%), error:       986.85620, best error:       868.94128 on epoch:    69, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 142.8342895508s, input_fired_time: 1.4344296455, output_fired_time: 1.3053359985, propagate_forward_time: 54.2766036987, propagate_backward_time: 82.8225173950, weight_update_time: 0.1510573179, other_time: 2.9953918457
epoch time: 11.6277780533s, input_fired_time: 0.1785298437, output_fired_time: 0.0000000000, propagate_forward_time: 10.9196996689, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5295486450
validation[          , genome  6089] predictions:    9659/  10000 (96.59%), best:    9738/10000 (97.38%), error:      1086.66028, best error:       868.94128 on epoch:    69, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 143.8905944824s, input_fired_time: 1.4366837740, output_fired_time: 1.3181135654, propagate_forward_time: 54.7002334595, propagate_backward_time: 83.4351577759, weight_update_time: 0.1517229229, other_time: 3.0003967285
epoch time: 11.6187791824s, input_fired_time: 0.1803807318, output_fired_time: 0.0000000000, propagate_forward_time: 10.9085578918, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5298404694
validation[          , genome  6089] predictions:    9642/  10000 (96.42%), best:    9738/10000 (97.38%), error:      1169.23413, best error:       868.94128 on epoch:    69, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 143.3602752686s, input_fired_time: 1.4332028627, output_fired_time: 1.3087449074, propagate_forward_time: 54.3760223389, propagate_backward_time: 83.2443237305, weight_update_time: 0.1517597735, other_time: 2.9979858398
epoch time: 11.6942386627s, input_fired_time: 0.1813565940, output_fired_time: 0.0000000000, propagate_forward_time: 10.9740371704, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5388450623
validation[          , genome  6089] predictions:    9717/  10000 (97.17%), best:    9738/10000 (97.38%), error:       962.51782, best error:       868.94128 on epoch:    69, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 143.2361602783s, input_fired_time: 1.4391896725, output_fired_time: 1.3092608452, propagate_forward_time: 54.4118156433, propagate_backward_time: 83.0484313965, weight_update_time: 0.1519543380, other_time: 3.0274505615
epoch time: 11.5715866089s, input_fired_time: 0.1780685335, output_fired_time: 0.0000000000, propagate_forward_time: 10.8710813522, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5224370956
validation[          , genome  6089] predictions:    9688/  10000 (96.88%), best:    9738/10000 (97.38%), error:      1068.87671, best error:       868.94128 on epoch:    69, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 143.5056762695s, input_fired_time: 1.4415302277, output_fired_time: 1.3111858368, propagate_forward_time: 54.5524749756, propagate_backward_time: 83.1781463623, weight_update_time: 0.1522143930, other_time: 3.0223388672
epoch time: 11.4576177597s, input_fired_time: 0.1808082610, output_fired_time: 0.0000000000, propagate_forward_time: 10.7187986374, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5580110550
validation[          , genome  6089] predictions:    9709/  10000 (97.09%), best:    9738/10000 (97.38%), error:       964.36078, best error:       868.94128 on epoch:    69, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 144.0611419678s, input_fired_time: 1.4457259178, output_fired_time: 1.3123178482, propagate_forward_time: 54.8430557251, propagate_backward_time: 83.4328460693, weight_update_time: 0.1532415152, other_time: 3.0271987915
epoch time: 11.6620264053s, input_fired_time: 0.1813801229, output_fired_time: 0.0000000000, propagate_forward_time: 10.9348602295, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5457859039
validation[          , genome  6089] predictions:    9687/  10000 (96.87%), best:    9738/10000 (97.38%), error:      1027.33008, best error:       868.94128 on epoch:    69, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 143.9463500977s, input_fired_time: 1.4452042580, output_fired_time: 1.3124259710, propagate_forward_time: 54.6518363953, propagate_backward_time: 83.5196685791, weight_update_time: 0.1521980613, other_time: 3.0172119141
epoch time: 11.7682552338s, input_fired_time: 0.1824548095, output_fired_time: 0.0000000000, propagate_forward_time: 11.0516986847, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5341014862
validation[          , genome  6089] predictions:    9691/  10000 (96.91%), best:    9738/10000 (97.38%), error:      1022.14990, best error:       868.94128 on epoch:    69, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 143.6011657715s, input_fired_time: 1.4406526089, output_fired_time: 1.3117282391, propagate_forward_time: 54.6346893311, propagate_backward_time: 83.2029113770, weight_update_time: 0.1517316252, other_time: 3.0111846924
epoch time: 11.7072381973s, input_fired_time: 0.1831178367, output_fired_time: 0.0000000000, propagate_forward_time: 10.9798603058, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5442600250
validation[          , genome  6089] predictions:    9732/  10000 (97.32%), best:    9738/10000 (97.38%), error:       893.66473, best error:       868.94128 on epoch:    69, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 143.8927001953s, input_fired_time: 1.4464181662, output_fired_time: 1.3107615709, propagate_forward_time: 54.7177391052, propagate_backward_time: 83.3895111084, weight_update_time: 0.1525989324, other_time: 3.0282745361
epoch time: 11.7031822205s, input_fired_time: 0.1818378717, output_fired_time: 0.0000000000, propagate_forward_time: 10.9817705154, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5395736694
validation[          , genome  6089] predictions:    9679/  10000 (96.79%), best:    9738/10000 (97.38%), error:      1089.33545, best error:       868.94128 on epoch:    69, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 143.4561004639s, input_fired_time: 1.4453388453, output_fired_time: 1.3064947128, propagate_forward_time: 54.4092369080, propagate_backward_time: 83.2553634644, weight_update_time: 0.1529522240, other_time: 3.0396652222
epoch time: 11.6485185623s, input_fired_time: 0.1809111387, output_fired_time: 0.0000000000, propagate_forward_time: 10.9239387512, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5436687469
validation[          , genome  6089] predictions:    9695/  10000 (96.95%), best:    9738/10000 (97.38%), error:      1015.52747, best error:       868.94128 on epoch:    69, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 143.4140014648s, input_fired_time: 1.4394371510, output_fired_time: 1.3063024282, propagate_forward_time: 54.4212799072, propagate_backward_time: 83.2476043701, weight_update_time: 0.1519000381, other_time: 2.9993743896
epoch time: 11.6701612473s, input_fired_time: 0.1815424412, output_fired_time: 0.0000000000, propagate_forward_time: 10.9434795380, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5451393127
validation[          , genome  6089] predictions:    9647/  10000 (96.47%), best:    9738/10000 (97.38%), error:      1171.67383, best error:       868.94128 on epoch:    69, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 143.4790954590s, input_fired_time: 1.4448033571, output_fired_time: 1.3134423494, propagate_forward_time: 54.5662727356, propagate_backward_time: 83.1473541260, weight_update_time: 0.1518939435, other_time: 3.0072174072
epoch time: 11.6351699829s, input_fired_time: 0.1814508438, output_fired_time: 0.0000000000, propagate_forward_time: 10.9194526672, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5342664719
validation[          , genome  6089] predictions:    9691/  10000 (96.91%), best:    9738/10000 (97.38%), error:      1058.91406, best error:       868.94128 on epoch:    69, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 143.8152618408s, input_fired_time: 1.4450409412, output_fired_time: 1.3141013384, propagate_forward_time: 54.6485633850, propagate_backward_time: 83.3917541504, weight_update_time: 0.1530351341, other_time: 3.0158081055
epoch time: 11.7202453613s, input_fired_time: 0.1831869781, output_fired_time: 0.0000000000, propagate_forward_time: 10.9920072556, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5450515747
validation[          , genome  6089] predictions:    9319/  10000 (93.19%), best:    9738/10000 (97.38%), error:      2182.96094, best error:       868.94128 on epoch:    69, epoch:  100/100, mu: 0.9870989323, learning_rate: 0.0000740065, weight_decay: 0.0000029603

resetting weights to those on epoch: 69
evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 58.6256217957s, input_fired_time: 0.9009304047, output_fired_time: 0.0000000000, propagate_forward_time: 54.9053268433, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8193664551
best training[          , genome  6089] predictions:   49364/  50000 (98.73%), best:    9738/10000 (97.38%), error:      2341.06201, best error:       868.94128 on epoch:    69, 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: 11.5903873444s, input_fired_time: 0.1778703928, output_fired_time: 0.0000000000, propagate_forward_time: 10.8687591553, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5437574387
   testing[          , genome  6089] predictions:    9762/  10000 (97.62%), best:    9738/10000 (97.38%), error:       778.70416, best error:       868.94128 on epoch:    69, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
11:50:09 (6728): called boinc_finish(0)

</stderr_txt>
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