Nameexact_genome_1512568488_44_6923_1
Workunit2605971
Created7 Dec 2017, 22:50:41 UTC
Sent7 Dec 2017, 22:56:29 UTC
Report deadline17 Dec 2017, 23:52:45 UTC
Received8 Dec 2017, 16:46:49 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID66479
Run time6 hours 17 min 11 sec
CPU time6 hours 13 min 11 sec
Validate stateValid
Credit2,509.77
Device peak FLOPS2.49 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size156.25 MB
Peak swap size154.81 MB
Peak disk usage1.95 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
976.43488 on epoch:     9, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 203.1296081543s, input_fired_time: 2.1021676064, output_fired_time: 2.1511909962, propagate_forward_time: 75.9299011230, propagate_backward_time: 118.8727493286, weight_update_time: 0.2353405058, other_time: 4.0736007690
epoch time: 16.4333038330s, input_fired_time: 0.2644050121, output_fired_time: 0.0000000000, propagate_forward_time: 15.4429712296, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7259283066
validation[          , genome  6923] predictions:    9654/  10000 (96.54%), best:    9697/10000 (96.97%), error:      1096.16089, best error:       976.43488 on epoch:     9, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 204.6908416748s, input_fired_time: 2.1079459190, output_fired_time: 2.1590042114, propagate_forward_time: 76.3722152710, propagate_backward_time: 120.0305938721, weight_update_time: 0.2350738794, other_time: 4.0210800171
epoch time: 15.9449653625s, input_fired_time: 0.2564762235, output_fired_time: 0.0000000000, propagate_forward_time: 14.9738368988, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7146520615
validation[          , genome  6923] predictions:    9703/  10000 (97.03%), best:    9697/10000 (96.97%), error:      1000.09283, best error:       976.43488 on epoch:     9, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 202.8044281006s, input_fired_time: 2.0943703651, output_fired_time: 2.1362280846, propagate_forward_time: 75.4275817871, propagate_backward_time: 119.0438461304, weight_update_time: 0.2349021882, other_time: 4.1023941040
epoch time: 16.4075031281s, input_fired_time: 0.2585446239, output_fired_time: 0.0000000000, propagate_forward_time: 15.4075689316, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7413892746
validation[          , genome  6923] predictions:    9657/  10000 (96.57%), best:    9697/10000 (96.97%), error:      1124.74792, best error:       976.43488 on epoch:     9, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 204.2234649658s, input_fired_time: 2.1112277508, output_fired_time: 2.1582345963, propagate_forward_time: 76.4218750000, propagate_backward_time: 119.4831390381, weight_update_time: 0.2355106622, other_time: 4.0489959717
epoch time: 16.2078113556s, input_fired_time: 0.2582575679, output_fired_time: 0.0000000000, propagate_forward_time: 15.2377767563, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7117767334
validation[          , genome  6923] predictions:    9706/  10000 (97.06%), best:    9706/10000 (97.06%), error:       902.58466, best error:       902.58466 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 205.2987213135s, input_fired_time: 2.1351428032, output_fired_time: 2.1728832722, propagate_forward_time: 76.9846649170, propagate_backward_time: 119.9574432373, weight_update_time: 0.2371443808, other_time: 4.0485839844
epoch time: 16.5126323700s, input_fired_time: 0.2650381029, output_fired_time: 0.0000000000, propagate_forward_time: 15.4645500183, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7830448151
validation[          , genome  6923] predictions:    9708/  10000 (97.08%), best:    9706/10000 (97.06%), error:      1031.24890, best error:       902.58466 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 204.4409637451s, input_fired_time: 2.1168813705, output_fired_time: 2.1619465351, propagate_forward_time: 76.4351196289, propagate_backward_time: 119.6552734375, weight_update_time: 0.2362026423, other_time: 4.0717468262
epoch time: 16.1584892273s, input_fired_time: 0.2594243586, output_fired_time: 0.0000000000, propagate_forward_time: 15.1747922897, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7242727280
validation[          , genome  6923] predictions:    9734/  10000 (97.34%), best:    9706/10000 (97.06%), error:       920.77386, best error:       902.58466 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 205.3317718506s, input_fired_time: 2.1242585182, output_fired_time: 2.1682138443, propagate_forward_time: 76.7913589478, propagate_backward_time: 120.2060317993, weight_update_time: 0.2360560745, other_time: 4.0419158936
epoch time: 16.6207447052s, input_fired_time: 0.2648688555, output_fired_time: 0.0000000000, propagate_forward_time: 15.6139059067, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7419691086
validation[          , genome  6923] predictions:    9713/  10000 (97.13%), best:    9706/10000 (97.06%), error:       929.19440, best error:       902.58466 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 207.4730682373s, input_fired_time: 2.1385998726, output_fired_time: 2.1924538612, propagate_forward_time: 77.6790390015, propagate_backward_time: 121.4183578491, weight_update_time: 0.2383137643, other_time: 4.0446166992
epoch time: 16.4995822906s, input_fired_time: 0.2634304464, output_fired_time: 0.0000000000, propagate_forward_time: 15.5204277039, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7157249451
validation[          , genome  6923] predictions:    9702/  10000 (97.02%), best:    9706/10000 (97.06%), error:      1001.61713, best error:       902.58466 on epoch:    18, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 205.2789306641s, input_fired_time: 2.1209108829, output_fired_time: 2.1694912910, propagate_forward_time: 76.4134521484, propagate_backward_time: 120.5541763306, weight_update_time: 0.2342083901, other_time: 4.0208969116
epoch time: 16.5761451721s, input_fired_time: 0.2673659921, output_fired_time: 0.0000000000, propagate_forward_time: 15.5645351410, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7442436218
validation[          , genome  6923] predictions:    9710/  10000 (97.10%), best:    9706/10000 (97.06%), error:       955.64191, best error:       902.58466 on epoch:    18, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 205.0818939209s, input_fired_time: 2.1309332848, output_fired_time: 2.1549413204, propagate_forward_time: 76.6436004639, propagate_backward_time: 120.0760345459, weight_update_time: 0.2365489304, other_time: 4.0763854980
epoch time: 16.1134357452s, input_fired_time: 0.2587468624, output_fired_time: 0.0000000000, propagate_forward_time: 15.1413726807, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7133159637
validation[          , genome  6923] predictions:    9725/  10000 (97.25%), best:    9706/10000 (97.06%), error:       925.14166, best error:       902.58466 on epoch:    18, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 207.1380004883s, input_fired_time: 2.1308729649, output_fired_time: 2.1847863197, propagate_forward_time: 77.5348205566, propagate_backward_time: 121.3082885742, weight_update_time: 0.2371832728, other_time: 3.9792327881
epoch time: 15.1365041733s, input_fired_time: 0.2505402863, output_fired_time: 0.0000000000, propagate_forward_time: 14.1527786255, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7331848145
validation[          , genome  6923] predictions:    9655/  10000 (96.55%), best:    9706/10000 (97.06%), error:      1148.18860, best error:       902.58466 on epoch:    18, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 204.1004028320s, input_fired_time: 2.1264564991, output_fired_time: 2.1642594337, propagate_forward_time: 76.4942245483, propagate_backward_time: 119.2369918823, weight_update_time: 0.2358914465, other_time: 4.0784759521
epoch time: 15.5279703140s, input_fired_time: 0.2542426884, output_fired_time: 0.0000000000, propagate_forward_time: 14.5830984116, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6906290054
validation[          , genome  6923] predictions:    9654/  10000 (96.54%), best:    9706/10000 (97.06%), error:      1100.88550, best error:       902.58466 on epoch:    18, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 204.7308807373s, input_fired_time: 2.1253001690, output_fired_time: 2.1744894981, propagate_forward_time: 76.3383865356, propagate_backward_time: 119.9812698364, weight_update_time: 0.2382519096, other_time: 4.1114349365
epoch time: 16.6538524628s, input_fired_time: 0.2656804621, output_fired_time: 0.0000000000, propagate_forward_time: 15.6602697372, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7279024124
validation[          , genome  6923] predictions:    9685/  10000 (96.85%), best:    9706/10000 (97.06%), error:      1024.86902, best error:       902.58466 on epoch:    18, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 203.2664337158s, input_fired_time: 2.1155376434, output_fired_time: 2.1462821960, propagate_forward_time: 75.7926940918, propagate_backward_time: 119.2197875977, weight_update_time: 0.2333002687, other_time: 3.9921264648
epoch time: 16.7856311798s, input_fired_time: 0.2665624619, output_fired_time: 0.0000000000, propagate_forward_time: 15.7975234985, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7215461731
validation[          , genome  6923] predictions:    9704/  10000 (97.04%), best:    9706/10000 (97.06%), error:       943.02405, best error:       902.58466 on epoch:    18, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 205.9269104004s, input_fired_time: 2.1327919960, output_fired_time: 2.1802599430, propagate_forward_time: 77.0454788208, propagate_backward_time: 120.5186157227, weight_update_time: 0.2355249971, other_time: 4.0497512817
epoch time: 15.7735309601s, input_fired_time: 0.2599141598, output_fired_time: 0.0000000000, propagate_forward_time: 14.7922554016, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7213611603
validation[          , genome  6923] predictions:    9742/  10000 (97.42%), best:    9742/10000 (97.42%), error:       900.26428, best error:       900.26428 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 204.6741180420s, input_fired_time: 2.1255793571, output_fired_time: 2.1631543636, propagate_forward_time: 76.3801269531, propagate_backward_time: 119.9340820313, weight_update_time: 0.2359434813, other_time: 4.0711822510
epoch time: 16.5133037567s, input_fired_time: 0.2649934590, output_fired_time: 0.0000000000, propagate_forward_time: 15.5023708344, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7459392548
validation[          , genome  6923] predictions:    9716/  10000 (97.16%), best:    9742/10000 (97.42%), error:       946.44617, best error:       900.26428 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 206.1900024414s, input_fired_time: 2.1363062859, output_fired_time: 2.1930201054, propagate_forward_time: 76.9663543701, propagate_backward_time: 120.8615722656, weight_update_time: 0.2374852449, other_time: 4.0327453613
epoch time: 16.4889907837s, input_fired_time: 0.2669550478, output_fired_time: 0.0000000000, propagate_forward_time: 15.4927129745, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7293233871
validation[          , genome  6923] predictions:    9752/  10000 (97.52%), best:    9752/10000 (97.52%), error:       864.27173, best error:       864.27173 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 204.0800170898s, input_fired_time: 2.1262049675, output_fired_time: 2.1578230858, propagate_forward_time: 76.2010650635, propagate_backward_time: 119.5608062744, weight_update_time: 0.2349119037, other_time: 4.0341186523
epoch time: 16.3990402222s, input_fired_time: 0.2657903731, output_fired_time: 0.0000000000, propagate_forward_time: 15.3961200714, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7371292114
validation[          , genome  6923] predictions:    9719/  10000 (97.19%), best:    9752/10000 (97.52%), error:       968.26288, best error:       864.27173 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 204.3777618408s, input_fired_time: 2.1259646416, output_fired_time: 2.1448726654, propagate_forward_time: 76.3122863770, propagate_backward_time: 119.7061996460, weight_update_time: 0.2361014485, other_time: 4.0884475708
epoch time: 16.4547386169s, input_fired_time: 0.2657601833, output_fired_time: 0.0000000000, propagate_forward_time: 15.4670028687, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7219753265
validation[          , genome  6923] predictions:    9730/  10000 (97.30%), best:    9752/10000 (97.52%), error:       882.55219, best error:       864.27173 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 204.7107543945s, input_fired_time: 2.1324372292, output_fired_time: 2.1621148586, propagate_forward_time: 76.5845794678, propagate_backward_time: 119.8110885620, weight_update_time: 0.2353308797, other_time: 4.0205459595
epoch time: 15.7860393524s, input_fired_time: 0.2580709457, output_fired_time: 0.0000000000, propagate_forward_time: 14.7725028992, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7554655075
validation[          , genome  6923] predictions:    9726/  10000 (97.26%), best:    9752/10000 (97.52%), error:       941.61731, best error:       864.27173 on epoch:    31, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 205.9137115479s, input_fired_time: 2.1369040012, output_fired_time: 2.1744942665, propagate_forward_time: 76.8371887207, propagate_backward_time: 120.7031631470, weight_update_time: 0.2364312857, other_time: 4.0619583130
epoch time: 16.4686336517s, input_fired_time: 0.2696477771, output_fired_time: 0.0000000000, propagate_forward_time: 15.4526548386, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7463312149
validation[          , genome  6923] predictions:    9744/  10000 (97.44%), best:    9752/10000 (97.52%), error:       877.20892, best error:       864.27173 on epoch:    31, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 205.5024871826s, input_fired_time: 2.1360416412, output_fired_time: 2.1809108257, propagate_forward_time: 76.8547897339, propagate_backward_time: 120.3102874756, weight_update_time: 0.2355521321, other_time: 4.0204544067
epoch time: 16.5853404999s, input_fired_time: 0.2656074464, output_fired_time: 0.0000000000, propagate_forward_time: 15.5994157791, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7203168869
validation[          , genome  6923] predictions:    9744/  10000 (97.44%), best:    9752/10000 (97.52%), error:       872.74280, best error:       864.27173 on epoch:    31, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 205.6725616455s, input_fired_time: 2.1328017712, output_fired_time: 2.1987402439, propagate_forward_time: 76.9814300537, propagate_backward_time: 120.3341598511, weight_update_time: 0.2368133664, other_time: 4.0254287720
epoch time: 16.0326461792s, input_fired_time: 0.2620302439, output_fired_time: 0.0000000000, propagate_forward_time: 15.0346918106, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7359237671
validation[          , genome  6923] predictions:    9721/  10000 (97.21%), best:    9752/10000 (97.52%), error:       916.44519, best error:       864.27173 on epoch:    31, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 203.6705474854s, input_fired_time: 2.1302709579, output_fired_time: 2.1419377327, propagate_forward_time: 76.3973236084, propagate_backward_time: 118.9069976807, weight_update_time: 0.2362979203, other_time: 4.0940246582
epoch time: 16.5969829559s, input_fired_time: 0.2668162286, output_fired_time: 0.0000000000, propagate_forward_time: 15.5757436752, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7544221878
validation[          , genome  6923] predictions:    9717/  10000 (97.17%), best:    9752/10000 (97.52%), error:       915.58374, best error:       864.27173 on epoch:    31, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 205.5471649170s, input_fired_time: 2.1402485371, output_fired_time: 2.1654899120, propagate_forward_time: 76.6251296997, propagate_backward_time: 120.5231323242, weight_update_time: 0.2366767973, other_time: 4.0931625366
epoch time: 16.0390396118s, input_fired_time: 0.2636614740, output_fired_time: 0.0000000000, propagate_forward_time: 15.0478591919, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7275190353
validation[          , genome  6923] predictions:    9728/  10000 (97.28%), best:    9752/10000 (97.52%), error:       934.62842, best error:       864.27173 on epoch:    31, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 202.9859771729s, input_fired_time: 2.1289837360, output_fired_time: 2.1505920887, propagate_forward_time: 75.9365005493, propagate_backward_time: 118.7122192383, weight_update_time: 0.2348497212, other_time: 4.0576858521
epoch time: 15.6375312805s, input_fired_time: 0.2603793740, output_fired_time: 0.0000000000, propagate_forward_time: 14.6668424606, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7103090286
validation[          , genome  6923] predictions:    9731/  10000 (97.31%), best:    9731/10000 (97.31%), error:       857.22467, best error:       857.22467 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 204.4264068604s, input_fired_time: 2.1352369785, output_fired_time: 2.1600477695, propagate_forward_time: 76.4676437378, propagate_backward_time: 119.5830917358, weight_update_time: 0.2355316728, other_time: 4.0803833008
epoch time: 16.6182537079s, input_fired_time: 0.2684301138, output_fired_time: 0.0000000000, propagate_forward_time: 15.6204090118, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7294139862
validation[          , genome  6923] predictions:    9717/  10000 (97.17%), best:    9731/10000 (97.31%), error:       911.72711, best error:       857.22467 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 204.5915069580s, input_fired_time: 2.1375145912, output_fired_time: 2.1741538048, propagate_forward_time: 76.2958908081, propagate_backward_time: 119.9563446045, weight_update_time: 0.2343804687, other_time: 4.0276107788
epoch time: 16.1950664520s, input_fired_time: 0.2659952939, output_fired_time: 0.0000000000, propagate_forward_time: 15.1835269928, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7455444336
validation[          , genome  6923] predictions:    9749/  10000 (97.49%), best:    9749/10000 (97.49%), error:       839.85522, best error:       839.85522 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 205.3709716797s, input_fired_time: 2.1419301033, output_fired_time: 2.1660308838, propagate_forward_time: 76.8564605713, propagate_backward_time: 120.2186813354, weight_update_time: 0.2366837710, other_time: 3.9878616333
epoch time: 16.6118717194s, input_fired_time: 0.2690347135, output_fired_time: 0.0000000000, propagate_forward_time: 15.6248321533, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7180042267
validation[          , genome  6923] predictions:    9764/  10000 (97.64%), best:    9749/10000 (97.49%), error:       865.16315, best error:       839.85522 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 205.6197814941s, input_fired_time: 2.1451890469, output_fired_time: 2.1787545681, propagate_forward_time: 76.5679779053, propagate_backward_time: 120.6257934570, weight_update_time: 0.2377422005, other_time: 4.1020660400
epoch time: 16.6848869324s, input_fired_time: 0.2704803646, output_fired_time: 0.0000000000, propagate_forward_time: 15.6539926529, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7604131699
validation[          , genome  6923] predictions:    9731/  10000 (97.31%), best:    9749/10000 (97.49%), error:       858.81506, best error:       839.85522 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 204.8073272705s, input_fired_time: 2.1360914707, output_fired_time: 2.1734280586, propagate_forward_time: 76.3799819946, propagate_backward_time: 120.0871963501, weight_update_time: 0.2352974564, other_time: 4.0306243896
epoch time: 16.2944164276s, input_fired_time: 0.2677738667, output_fired_time: 0.0000000000, propagate_forward_time: 15.2995967865, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7270450592
validation[          , genome  6923] predictions:    9759/  10000 (97.59%), best:    9759/10000 (97.59%), error:       804.35132, best error:       804.35132 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 202.8708038330s, input_fired_time: 2.1217036247, output_fired_time: 2.1625359058, propagate_forward_time: 75.6092453003, propagate_backward_time: 118.9263534546, weight_update_time: 0.2324636877, other_time: 4.0509643555
epoch time: 16.0851860046s, input_fired_time: 0.2597102225, output_fired_time: 0.0000000000, propagate_forward_time: 15.1240816116, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7013940811
validation[          , genome  6923] predictions:    9714/  10000 (97.14%), best:    9759/10000 (97.59%), error:       961.06555, best error:       804.35132 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 205.8756866455s, input_fired_time: 2.1518871784, output_fired_time: 2.1819775105, propagate_forward_time: 76.8723526001, propagate_backward_time: 120.5376205444, weight_update_time: 0.2379793972, other_time: 4.1318511963
epoch time: 15.8204574585s, input_fired_time: 0.2615618408, output_fired_time: 0.0000000000, propagate_forward_time: 14.8219804764, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7369155884
validation[          , genome  6923] predictions:    9726/  10000 (97.26%), best:    9759/10000 (97.59%), error:       846.26593, best error:       804.35132 on epoch:    45, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 205.2792510986s, input_fired_time: 2.1428918839, output_fired_time: 2.1708278656, propagate_forward_time: 76.7381896973, propagate_backward_time: 120.1850585938, weight_update_time: 0.2364288867, other_time: 4.0422821045
epoch time: 16.6234569550s, input_fired_time: 0.2690275311, output_fired_time: 0.0000000000, propagate_forward_time: 15.6253604889, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7290687561
validation[          , genome  6923] predictions:    9729/  10000 (97.29%), best:    9759/10000 (97.59%), error:       868.83868, best error:       804.35132 on epoch:    45, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 205.6805114746s, input_fired_time: 2.1432723999, output_fired_time: 2.1628963947, propagate_forward_time: 76.7035522461, propagate_backward_time: 120.5995559692, weight_update_time: 0.2367601246, other_time: 4.0712203979
epoch time: 16.6533050537s, input_fired_time: 0.2687159479, output_fired_time: 0.0000000000, propagate_forward_time: 15.6357021332, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7488861084
validation[          , genome  6923] predictions:    9754/  10000 (97.54%), best:    9759/10000 (97.59%), error:       822.30768, best error:       804.35132 on epoch:    45, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 200.8658142090s, input_fired_time: 2.1176009178, output_fired_time: 2.1255297661, propagate_forward_time: 75.0227737427, propagate_backward_time: 117.5020294189, weight_update_time: 0.2329535335, other_time: 4.0978775024
epoch time: 16.3273830414s, input_fired_time: 0.2673775554, output_fired_time: 0.0000000000, propagate_forward_time: 15.3383445740, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7216606140
validation[          , genome  6923] predictions:    9740/  10000 (97.40%), best:    9759/10000 (97.59%), error:       881.83801, best error:       804.35132 on epoch:    45, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 206.1608428955s, input_fired_time: 2.1475160122, output_fired_time: 2.1889839172, propagate_forward_time: 76.8094406128, propagate_backward_time: 120.9796295166, weight_update_time: 0.2369669378, other_time: 4.0352706909
epoch time: 15.6389627457s, input_fired_time: 0.2619679272, output_fired_time: 0.0000000000, propagate_forward_time: 14.6676521301, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7093429565
validation[          , genome  6923] predictions:    9756/  10000 (97.56%), best:    9759/10000 (97.59%), error:       862.17017, best error:       804.35132 on epoch:    45, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 204.2196350098s, input_fired_time: 2.1377708912, output_fired_time: 2.1605186462, propagate_forward_time: 76.3368759155, propagate_backward_time: 119.5004577637, weight_update_time: 0.2359363139, other_time: 4.0840072632
epoch time: 16.5515365601s, input_fired_time: 0.2709455192, output_fired_time: 0.0000000000, propagate_forward_time: 15.5444517136, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7361402512
validation[          , genome  6923] predictions:    9769/  10000 (97.69%), best:    9769/10000 (97.69%), error:       781.56805, best error:       781.56805 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 206.5214080811s, input_fired_time: 2.1527662277, output_fired_time: 2.1802122593, propagate_forward_time: 77.1358489990, propagate_backward_time: 120.9115753174, weight_update_time: 0.2393234372, other_time: 4.1410064697
epoch time: 16.6316299438s, input_fired_time: 0.2695350349, output_fired_time: 0.0000000000, propagate_forward_time: 15.5944042206, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7676906586
validation[          , genome  6923] predictions:    9659/  10000 (96.59%), best:    9769/10000 (97.69%), error:      1091.68823, best error:       781.56805 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 202.4944152832s, input_fired_time: 2.1354813576, output_fired_time: 2.1416249275, propagate_forward_time: 75.6164703369, propagate_backward_time: 118.5773239136, weight_update_time: 0.2327928394, other_time: 4.0235061646
epoch time: 16.8882293701s, input_fired_time: 0.2724275589, output_fired_time: 0.0000000000, propagate_forward_time: 15.9022302628, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7135725021
validation[          , genome  6923] predictions:    9741/  10000 (97.41%), best:    9769/10000 (97.69%), error:       842.18958, best error:       781.56805 on epoch:    52, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 201.7226867676s, input_fired_time: 2.1226229668, output_fired_time: 2.1255955696, propagate_forward_time: 75.1773223877, propagate_backward_time: 118.2330627441, weight_update_time: 0.2343782037, other_time: 4.0640869141
epoch time: 15.8280773163s, input_fired_time: 0.2646556199, output_fired_time: 0.0000000000, propagate_forward_time: 14.8562517166, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7071695328
validation[          , genome  6923] predictions:    9742/  10000 (97.42%), best:    9769/10000 (97.69%), error:       842.02655, best error:       781.56805 on epoch:    52, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 205.3777770996s, input_fired_time: 2.1526200771, output_fired_time: 2.1721463203, propagate_forward_time: 76.7274093628, propagate_backward_time: 120.2261199951, weight_update_time: 0.2381023318, other_time: 4.0994796753
epoch time: 16.5612144470s, input_fired_time: 0.2701388597, output_fired_time: 0.0000000000, propagate_forward_time: 15.5417289734, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7493457794
validation[          , genome  6923] predictions:    9729/  10000 (97.29%), best:    9769/10000 (97.69%), error:       896.31384, best error:       781.56805 on epoch:    52, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 204.7400512695s, input_fired_time: 2.1435592175, output_fired_time: 2.1755516529, propagate_forward_time: 76.2085113525, propagate_backward_time: 120.1112594604, weight_update_time: 0.2375109643, other_time: 4.1011734009
epoch time: 16.1100425720s, input_fired_time: 0.2631232142, output_fired_time: 0.0000000000, propagate_forward_time: 15.1427984238, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7041206360
validation[          , genome  6923] predictions:    9773/  10000 (97.73%), best:    9769/10000 (97.69%), error:       801.91278, best error:       781.56805 on epoch:    52, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 205.3794708252s, input_fired_time: 2.1499338150, output_fired_time: 2.1700174809, propagate_forward_time: 76.8240127563, propagate_backward_time: 120.1491165161, weight_update_time: 0.2368413657, other_time: 4.0863952637
epoch time: 16.5306434631s, input_fired_time: 0.2680943310, output_fired_time: 0.0000000000, propagate_forward_time: 15.5349245071, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7276239395
validation[          , genome  6923] predictions:    9746/  10000 (97.46%), best:    9769/10000 (97.69%), error:       821.19226, best error:       781.56805 on epoch:    52, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 206.9093170166s, input_fired_time: 2.1575229168, output_fired_time: 2.1844980717, propagate_forward_time: 77.2633438110, propagate_backward_time: 121.2571411133, weight_update_time: 0.2382220328, other_time: 4.0468215942
epoch time: 16.4119491577s, input_fired_time: 0.2699420154, output_fired_time: 0.0000000000, propagate_forward_time: 15.3956384659, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7463693619
validation[          , genome  6923] predictions:    9764/  10000 (97.64%), best:    9769/10000 (97.69%), error:       824.49536, best error:       781.56805 on epoch:    52, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 203.0605468750s, input_fired_time: 2.1388292313, output_fired_time: 2.1536149979, propagate_forward_time: 75.8263549805, propagate_backward_time: 118.9623107910, weight_update_time: 0.2333283126, other_time: 3.9794464111
epoch time: 15.6410818100s, input_fired_time: 0.2576756477, output_fired_time: 0.0000000000, propagate_forward_time: 14.6742525101, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7091531754
validation[          , genome  6923] predictions:    9745/  10000 (97.45%), best:    9769/10000 (97.69%), error:       812.66089, best error:       781.56805 on epoch:    52, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 206.5625915527s, input_fired_time: 2.1574711800, output_fired_time: 2.1920125484, propagate_forward_time: 77.4099807739, propagate_backward_time: 120.7354202271, weight_update_time: 0.2378757596, other_time: 4.0677032471
epoch time: 15.2101821899s, input_fired_time: 0.2561289966, output_fired_time: 0.0000000000, propagate_forward_time: 14.2447710037, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7092819214
validation[          , genome  6923] predictions:    9776/  10000 (97.76%), best:    9776/10000 (97.76%), error:       780.37067, best error:       780.37067 on epoch:    61, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 202.3207550049s, input_fired_time: 2.1336274147, output_fired_time: 2.1337149143, propagate_forward_time: 75.3878326416, propagate_backward_time: 118.5908508301, weight_update_time: 0.2345953733, other_time: 4.0747375488
epoch time: 15.6950597763s, input_fired_time: 0.2604292631, output_fired_time: 0.0000000000, propagate_forward_time: 14.7352867126, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6993436813
validation[          , genome  6923] predictions:    9783/  10000 (97.83%), best:    9783/10000 (97.83%), error:       752.65955, best error:       752.65955 on epoch:    62, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 203.3011322021s, input_fired_time: 2.1324021816, output_fired_time: 2.1547319889, propagate_forward_time: 75.7056808472, propagate_backward_time: 119.2851104736, weight_update_time: 0.2344346792, other_time: 4.0232009888
epoch time: 15.2554407120s, input_fired_time: 0.2560932636, output_fired_time: 0.0000000000, propagate_forward_time: 14.2823333740, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7170143127
validation[          , genome  6923] predictions:    9748/  10000 (97.48%), best:    9783/10000 (97.83%), error:       871.69556, best error:       752.65955 on epoch:    62, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 203.5010223389s, input_fired_time: 2.1288716793, output_fired_time: 2.1544508934, propagate_forward_time: 75.5083618164, propagate_backward_time: 119.6128082275, weight_update_time: 0.2342106849, other_time: 4.0965270996
epoch time: 16.3828315735s, input_fired_time: 0.2685191035, output_fired_time: 0.0000000000, propagate_forward_time: 15.3430414200, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7712717056
validation[          , genome  6923] predictions:    9754/  10000 (97.54%), best:    9783/10000 (97.83%), error:       789.86224, best error:       752.65955 on epoch:    62, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 204.7851257324s, input_fired_time: 2.1416208744, output_fired_time: 2.1522140503, propagate_forward_time: 76.2876815796, propagate_backward_time: 120.1419754028, weight_update_time: 0.2369550020, other_time: 4.0616455078
epoch time: 16.0080547333s, input_fired_time: 0.2650033236, output_fired_time: 0.0000000000, propagate_forward_time: 15.0136880875, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7293634415
validation[          , genome  6923] predictions:    9726/  10000 (97.26%), best:    9783/10000 (97.83%), error:       847.50232, best error:       752.65955 on epoch:    62, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 204.9542236328s, input_fired_time: 2.1565005779, output_fired_time: 2.1783938408, propagate_forward_time: 76.7694473267, propagate_backward_time: 119.7900772095, weight_update_time: 0.2381343395, other_time: 4.0598144531
epoch time: 16.8852157593s, input_fired_time: 0.2722014189, output_fired_time: 0.0000000000, propagate_forward_time: 15.8948602676, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7181539536
validation[          , genome  6923] predictions:    9774/  10000 (97.74%), best:    9774/10000 (97.74%), error:       745.02972, best error:       745.02972 on epoch:    66, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 205.4229888916s, input_fired_time: 2.1508655548, output_fired_time: 2.1780962944, propagate_forward_time: 76.5875701904, propagate_backward_time: 120.5191116333, weight_update_time: 0.2371503264, other_time: 3.9873428345
epoch time: 16.7303676605s, input_fired_time: 0.2702327371, output_fired_time: 0.0000000000, propagate_forward_time: 15.7239360809, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7361984253
validation[          , genome  6923] predictions:    9746/  10000 (97.46%), best:    9774/10000 (97.74%), error:       865.26025, best error:       745.02972 on epoch:    66, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 202.8856506348s, input_fired_time: 2.1393373013, output_fired_time: 2.1477484703, propagate_forward_time: 75.6252822876, propagate_backward_time: 118.9432907104, weight_update_time: 0.2346332818, other_time: 4.0299835205
epoch time: 16.4789276123s, input_fired_time: 0.2713412344, output_fired_time: 0.0000000000, propagate_forward_time: 15.4795722961, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7280139923
validation[          , genome  6923] predictions:    9763/  10000 (97.63%), best:    9774/10000 (97.74%), error:       829.08722, best error:       745.02972 on epoch:    66, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 203.5645904541s, input_fired_time: 2.1483118534, output_fired_time: 2.1669082642, propagate_forward_time: 75.9227676392, propagate_backward_time: 119.2765350342, weight_update_time: 0.2347869277, other_time: 4.0500564575
epoch time: 16.0380973816s, input_fired_time: 0.2665255070, output_fired_time: 0.0000000000, propagate_forward_time: 15.0374536514, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7341184616
validation[          , genome  6923] predictions:    9765/  10000 (97.65%), best:    9774/10000 (97.74%), error:       791.83978, best error:       745.02972 on epoch:    66, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 203.5656127930s, input_fired_time: 2.1470043659, output_fired_time: 2.1554820538, propagate_forward_time: 76.0410156250, propagate_backward_time: 119.1705398560, weight_update_time: 0.2368913740, other_time: 4.0515670776
epoch time: 16.2471961975s, input_fired_time: 0.2662293613, output_fired_time: 0.0000000000, propagate_forward_time: 15.2788114548, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7021551132
validation[          , genome  6923] predictions:    9743/  10000 (97.43%), best:    9774/10000 (97.74%), error:       831.41382, best error:       745.02972 on epoch:    66, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 203.7022705078s, input_fired_time: 2.1471335888, output_fired_time: 2.1523947716, propagate_forward_time: 75.7790603638, propagate_backward_time: 119.4779968262, weight_update_time: 0.2356687933, other_time: 4.1456832886
epoch time: 16.3354549408s, input_fired_time: 0.2693431675, output_fired_time: 0.0000000000, propagate_forward_time: 15.3478689194, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7182435989
validation[          , genome  6923] predictions:    9765/  10000 (97.65%), best:    9774/10000 (97.74%), error:       771.39813, best error:       745.02972 on epoch:    66, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 203.9738464355s, input_fired_time: 2.1436226368, output_fired_time: 2.1554656029, propagate_forward_time: 76.1441345215, propagate_backward_time: 119.4863128662, weight_update_time: 0.2344334126, other_time: 4.0443115234
epoch time: 16.8404808044s, input_fired_time: 0.2733479142, output_fired_time: 0.0000000000, propagate_forward_time: 15.8526239395, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7145090103
validation[          , genome  6923] predictions:    9762/  10000 (97.62%), best:    9774/10000 (97.74%), error:       798.37518, best error:       745.02972 on epoch:    66, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 205.9006500244s, input_fired_time: 2.1595656872, output_fired_time: 2.1866295338, propagate_forward_time: 76.8665466309, propagate_backward_time: 120.6276168823, weight_update_time: 0.2357577533, other_time: 4.0602951050
epoch time: 16.4729461670s, input_fired_time: 0.2686926425, output_fired_time: 0.0000000000, propagate_forward_time: 15.4642505646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7400035858
validation[          , genome  6923] predictions:    9746/  10000 (97.46%), best:    9774/10000 (97.74%), error:       849.59552, best error:       745.02972 on epoch:    66, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 206.3579864502s, input_fired_time: 2.1640784740, output_fired_time: 2.1701769829, propagate_forward_time: 77.2791976929, propagate_backward_time: 120.7239685059, weight_update_time: 0.2368624061, other_time: 4.0205612183
epoch time: 15.6658487320s, input_fired_time: 0.2643425763, output_fired_time: 0.0000000000, propagate_forward_time: 14.5297927856, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8717136383
validation[          , genome  6923] predictions:    9737/  10000 (97.37%), best:    9774/10000 (97.74%), error:       825.39514, best error:       745.02972 on epoch:    66, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 202.6335906982s, input_fired_time: 2.1346976757, output_fired_time: 2.1573016644, propagate_forward_time: 75.4259033203, propagate_backward_time: 118.8004455566, weight_update_time: 0.2345528454, other_time: 4.1152343750
epoch time: 15.8083906174s, input_fired_time: 0.2647971213, output_fired_time: 0.0000000000, propagate_forward_time: 14.8157815933, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7278118134
validation[          , genome  6923] predictions:    9678/  10000 (96.78%), best:    9774/10000 (97.74%), error:      1028.28101, best error:       745.02972 on epoch:    66, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 205.8080596924s, input_fired_time: 2.1605250835, output_fired_time: 2.1697695255, propagate_forward_time: 76.8289031982, propagate_backward_time: 120.6166839600, weight_update_time: 0.2364078462, other_time: 4.0321807861
epoch time: 16.0056457520s, input_fired_time: 0.2673531473, output_fired_time: 0.0000000000, propagate_forward_time: 14.9369201660, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8013725281
validation[          , genome  6923] predictions:    9761/  10000 (97.61%), best:    9774/10000 (97.74%), error:       804.06995, best error:       745.02972 on epoch:    66, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 204.6325683594s, input_fired_time: 2.1520016193, output_fired_time: 2.1710555553, propagate_forward_time: 76.4581756592, propagate_backward_time: 119.8426971436, weight_update_time: 0.2343776226, other_time: 4.0086364746
epoch time: 16.5666866302s, input_fired_time: 0.2720175683, output_fired_time: 0.0000000000, propagate_forward_time: 15.5712966919, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7233715057
validation[          , genome  6923] predictions:    9764/  10000 (97.64%), best:    9774/10000 (97.74%), error:       837.48468, best error:       745.02972 on epoch:    66, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 204.1137542725s, input_fired_time: 2.1544470787, output_fired_time: 2.1739270687, propagate_forward_time: 76.3955383301, propagate_backward_time: 119.3361434937, weight_update_time: 0.2341324389, other_time: 4.0537033081
epoch time: 16.0005435944s, input_fired_time: 0.2659845352, output_fired_time: 0.0000000000, propagate_forward_time: 15.0109643936, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7235946655
validation[          , genome  6923] predictions:    9749/  10000 (97.49%), best:    9774/10000 (97.74%), error:       857.93298, best error:       745.02972 on epoch:    66, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 203.7062225342s, input_fired_time: 2.1479721069, output_fired_time: 2.1612102985, propagate_forward_time: 76.1998977661, propagate_backward_time: 119.0801925659, weight_update_time: 0.2342961282, other_time: 4.1169586182
epoch time: 16.1949863434s, input_fired_time: 0.2706472576, output_fired_time: 0.0000000000, propagate_forward_time: 15.1257810593, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7985582352
validation[          , genome  6923] predictions:    9733/  10000 (97.33%), best:    9774/10000 (97.74%), error:       885.04749, best error:       745.02972 on epoch:    66, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 205.3979034424s, input_fired_time: 2.1503245831, output_fired_time: 2.1739287376, propagate_forward_time: 76.4686965942, propagate_backward_time: 120.5808258057, weight_update_time: 0.2353406399, other_time: 4.0241165161
epoch time: 15.0042657852s, input_fired_time: 0.2542977929, output_fired_time: 0.0000000000, propagate_forward_time: 14.0575628281, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6924047470
validation[          , genome  6923] predictions:    9768/  10000 (97.68%), best:    9774/10000 (97.74%), error:       775.53888, best error:       745.02972 on epoch:    66, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 201.9515228271s, input_fired_time: 2.1345505714, output_fired_time: 2.1444723606, propagate_forward_time: 74.9931716919, propagate_backward_time: 118.5667114258, weight_update_time: 0.2341750562, other_time: 4.1126174927
epoch time: 16.0863666534s, input_fired_time: 0.2671523392, output_fired_time: 0.0000000000, propagate_forward_time: 15.0768270493, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7423868179
validation[          , genome  6923] predictions:    9752/  10000 (97.52%), best:    9774/10000 (97.74%), error:       817.58813, best error:       745.02972 on epoch:    66, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 206.2800598145s, input_fired_time: 2.1700220108, output_fired_time: 2.1943891048, propagate_forward_time: 77.0984649658, propagate_backward_time: 120.7483444214, weight_update_time: 0.2373764366, other_time: 4.0688400269
epoch time: 16.5545310974s, input_fired_time: 0.2703043818, output_fired_time: 0.0000000000, propagate_forward_time: 15.5784301758, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7057971954
validation[          , genome  6923] predictions:    9725/  10000 (97.25%), best:    9774/10000 (97.74%), error:       903.70715, best error:       745.02972 on epoch:    66, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 204.7851715088s, input_fired_time: 2.1535563469, output_fired_time: 2.1603569984, propagate_forward_time: 76.4005432129, propagate_backward_time: 120.0279769897, weight_update_time: 0.2373712510, other_time: 4.0427474976
epoch time: 16.2029304504s, input_fired_time: 0.2667110264, output_fired_time: 0.0000000000, propagate_forward_time: 15.2035074234, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7327117920
validation[          , genome  6923] predictions:    9706/  10000 (97.06%), best:    9774/10000 (97.74%), error:       899.08411, best error:       745.02972 on epoch:    66, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 203.4091491699s, input_fired_time: 2.1488270760, output_fired_time: 2.1491885185, propagate_forward_time: 75.8857879639, propagate_backward_time: 119.0615158081, weight_update_time: 0.2346198112, other_time: 4.1638259888
epoch time: 16.2298240662s, input_fired_time: 0.2696930766, output_fired_time: 0.0000000000, propagate_forward_time: 15.2270421982, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7330884933
validation[          , genome  6923] predictions:    9731/  10000 (97.31%), best:    9774/10000 (97.74%), error:       877.71259, best error:       745.02972 on epoch:    66, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 204.1796875000s, input_fired_time: 2.1595292091, output_fired_time: 2.1641678810, propagate_forward_time: 76.2276077271, propagate_backward_time: 119.5494537354, weight_update_time: 0.2355303764, other_time: 4.0789260864
epoch time: 16.7103595734s, input_fired_time: 0.2723268270, output_fired_time: 0.0000000000, propagate_forward_time: 15.7286214828, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7094106674
validation[          , genome  6923] predictions:    9736/  10000 (97.36%), best:    9774/10000 (97.74%), error:       860.20392, best error:       745.02972 on epoch:    66, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 204.7351837158s, input_fired_time: 2.1552703381, output_fired_time: 2.1675326824, propagate_forward_time: 76.2077560425, propagate_backward_time: 120.0171737671, weight_update_time: 0.2368208766, other_time: 4.1874542236
epoch time: 16.2948913574s, input_fired_time: 0.2717997432, output_fired_time: 0.0000000000, propagate_forward_time: 15.2995834351, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7235088348
validation[          , genome  6923] predictions:    9723/  10000 (97.23%), best:    9774/10000 (97.74%), error:       889.15918, best error:       745.02972 on epoch:    66, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 202.5254974365s, input_fired_time: 2.1430077553, output_fired_time: 2.1431453228, propagate_forward_time: 75.6302337646, propagate_backward_time: 118.5663757324, weight_update_time: 0.2329676747, other_time: 4.0427398682
epoch time: 16.0359916687s, input_fired_time: 0.2670792937, output_fired_time: 0.0000000000, propagate_forward_time: 15.0452880859, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7236242294
validation[          , genome  6923] predictions:    9734/  10000 (97.34%), best:    9774/10000 (97.74%), error:       911.25067, best error:       745.02972 on epoch:    66, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 205.6763305664s, input_fired_time: 2.1563491821, output_fired_time: 2.1823325157, propagate_forward_time: 76.7025299072, propagate_backward_time: 120.6275482178, weight_update_time: 0.2357431650, other_time: 4.0075836182
epoch time: 16.3097686768s, input_fired_time: 0.2693336904, output_fired_time: 0.0000000000, propagate_forward_time: 15.3001117706, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7403240204
validation[          , genome  6923] predictions:    9767/  10000 (97.67%), best:    9774/10000 (97.74%), error:       759.77124, best error:       745.02972 on epoch:    66, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 204.9318389893s, input_fired_time: 2.1648440361, output_fired_time: 2.1684727669, propagate_forward_time: 76.4390411377, propagate_backward_time: 120.0294265747, weight_update_time: 0.2374704778, other_time: 4.1300582886
epoch time: 16.1604595184s, input_fired_time: 0.2696909606, output_fired_time: 0.0000000000, propagate_forward_time: 15.1814517975, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7093172073
validation[          , genome  6923] predictions:    9739/  10000 (97.39%), best:    9774/10000 (97.74%), error:       862.20349, best error:       745.02972 on epoch:    66, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 206.9882202148s, input_fired_time: 2.1738495827, output_fired_time: 2.1914293766, propagate_forward_time: 77.3626632690, propagate_backward_time: 121.1596374512, weight_update_time: 0.2383435816, other_time: 4.1006393433
epoch time: 16.5049800873s, input_fired_time: 0.2717975974, output_fired_time: 0.0000000000, propagate_forward_time: 15.5069637299, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7262191772
validation[          , genome  6923] predictions:    9758/  10000 (97.58%), best:    9774/10000 (97.74%), error:       782.20941, best error:       745.02972 on epoch:    66, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 204.7275695801s, input_fired_time: 2.1702148914, output_fired_time: 2.1756272316, propagate_forward_time: 76.6437149048, propagate_backward_time: 119.6349258423, weight_update_time: 0.2367996424, other_time: 4.1030883789
epoch time: 15.9634943008s, input_fired_time: 0.2702330947, output_fired_time: 0.0000000000, propagate_forward_time: 14.8919210434, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8013401031
validation[          , genome  6923] predictions:    9729/  10000 (97.29%), best:    9774/10000 (97.74%), error:       918.45673, best error:       745.02972 on epoch:    66, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 202.9350280762s, input_fired_time: 2.1478710175, output_fired_time: 2.1445598602, propagate_forward_time: 75.7716674805, propagate_backward_time: 118.8547744751, weight_update_time: 0.2347074747, other_time: 4.0161514282
epoch time: 16.5847415924s, input_fired_time: 0.2739203572, output_fired_time: 0.0000000000, propagate_forward_time: 15.5831718445, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7276496887
validation[          , genome  6923] predictions:    9742/  10000 (97.42%), best:    9774/10000 (97.74%), error:       871.96991, best error:       745.02972 on epoch:    66, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 204.6822204590s, input_fired_time: 2.1613483429, output_fired_time: 2.1716945171, propagate_forward_time: 76.3242721558, propagate_backward_time: 119.9115524292, weight_update_time: 0.2360890061, other_time: 4.1133575439
epoch time: 16.6104927063s, input_fired_time: 0.2728518844, output_fired_time: 0.0000000000, propagate_forward_time: 15.6173639297, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7202768326
validation[          , genome  6923] predictions:    9733/  10000 (97.33%), best:    9774/10000 (97.74%), error:       865.66418, best error:       745.02972 on epoch:    66, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 203.7144317627s, input_fired_time: 2.1519441605, output_fired_time: 2.1605725288, propagate_forward_time: 75.6639556885, propagate_backward_time: 119.6129913330, weight_update_time: 0.2348175645, other_time: 4.1249694824
epoch time: 16.4277725220s, input_fired_time: 0.2812601030, output_fired_time: 0.0000000000, propagate_forward_time: 15.3619613647, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7845516205
validation[          , genome  6923] predictions:    9759/  10000 (97.59%), best:    9774/10000 (97.74%), error:       782.10480, best error:       745.02972 on epoch:    66, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 205.0322570801s, input_fired_time: 2.1671743393, output_fired_time: 2.1496450901, propagate_forward_time: 76.7422332764, propagate_backward_time: 119.8675994873, weight_update_time: 0.2373493761, other_time: 4.1056060791
epoch time: 16.3872394562s, input_fired_time: 0.2720718682, output_fired_time: 0.0000000000, propagate_forward_time: 15.3537950516, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7613725662
validation[          , genome  6923] predictions:    9756/  10000 (97.56%), best:    9774/10000 (97.74%), error:       805.18854, best error:       745.02972 on epoch:    66, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 205.7247772217s, input_fired_time: 2.1624290943, output_fired_time: 2.1596832275, propagate_forward_time: 76.7578353882, propagate_backward_time: 120.5680084229, weight_update_time: 0.2373582870, other_time: 4.0768203735
epoch time: 16.5660495758s, input_fired_time: 0.2709459066, output_fired_time: 0.0000000000, propagate_forward_time: 15.5572175980, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7378854752
validation[          , genome  6923] predictions:    9768/  10000 (97.68%), best:    9774/10000 (97.74%), error:       759.43933, best error:       745.02972 on epoch:    66, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 205.2380981445s, input_fired_time: 2.1679391861, output_fired_time: 2.1783380508, propagate_forward_time: 76.6144561768, propagate_backward_time: 120.1749343872, weight_update_time: 0.2367266566, other_time: 4.1024246216
epoch time: 16.4950885773s, input_fired_time: 0.2723149359, output_fired_time: 0.0000000000, propagate_forward_time: 15.4474735260, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7753009796
validation[          , genome  6923] predictions:    9780/  10000 (97.80%), best:    9774/10000 (97.74%), error:       762.52136, best error:       745.02972 on epoch:    66, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 205.7561492920s, input_fired_time: 2.1719205379, output_fired_time: 2.1831409931, propagate_forward_time: 77.2662734985, propagate_backward_time: 120.0767593384, weight_update_time: 0.2363730520, other_time: 4.0580596924
epoch time: 16.1795463562s, input_fired_time: 0.2714935541, output_fired_time: 0.0000000000, propagate_forward_time: 15.1853027344, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7227497101
validation[          , genome  6923] predictions:    9763/  10000 (97.63%), best:    9774/10000 (97.74%), error:       800.48376, best error:       745.02972 on epoch:    66, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 203.7344665527s, input_fired_time: 2.1517238617, output_fired_time: 2.1589729786, propagate_forward_time: 75.8543777466, propagate_backward_time: 119.4490737915, weight_update_time: 0.2351223826, other_time: 4.1203308105
epoch time: 16.6894607544s, input_fired_time: 0.2741727531, output_fired_time: 0.0000000000, propagate_forward_time: 15.6846952438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7305936813
validation[          , genome  6923] predictions:    9743/  10000 (97.43%), best:    9774/10000 (97.74%), error:       824.03711, best error:       745.02972 on epoch:    66, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 203.3020782471s, input_fired_time: 2.1547036171, output_fired_time: 2.1454324722, propagate_forward_time: 75.5913925171, propagate_backward_time: 119.2410583496, weight_update_time: 0.2350606322, other_time: 4.1694869995
epoch time: 16.4044151306s, input_fired_time: 0.2747556269, output_fired_time: 0.0000000000, propagate_forward_time: 15.3694009781, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7602586746
validation[          , genome  6923] predictions:    9749/  10000 (97.49%), best:    9774/10000 (97.74%), error:       892.13007, best error:       745.02972 on epoch:    66, 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: 80.9587936401s, input_fired_time: 1.3450890779, output_fired_time: 0.0000000000, propagate_forward_time: 75.7310791016, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.8826217651
best training[          , genome  6923] predictions:   49599/  50000 (99.20%), best:    9774/10000 (97.74%), error:      1575.74744, best error:       745.02972 on epoch:    66, 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: 16.0966148376s, input_fired_time: 0.2647624910, output_fired_time: 0.0000000000, propagate_forward_time: 15.0574178696, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7744340897
   testing[          , genome  6923] predictions:    9794/  10000 (97.94%), best:    9774/10000 (97.74%), error:       727.40240, best error:       745.02972 on epoch:    66, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
10:46:27 (4472): called boinc_finish(0)

</stderr_txt>
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