Nameexact_genome_1512568488_44_7129_1
Workunit2606977
Created8 Dec 2017, 0:03:04 UTC
Sent8 Dec 2017, 0:11:43 UTC
Report deadline17 Dec 2017, 0:46:47 UTC
Received8 Dec 2017, 23:56:09 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID68647
Run time2 hours 31 min 58 sec
CPU time2 hours 25 min 24 sec
Validate stateValid
Credit2,256.09
Device peak FLOPS3.43 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34

Stderr output

<core_client_version>7.0.80</core_client_version>
<![CDATA[
<stderr_txt>
 904.62201 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 207.5570526123s, input_fired_time: 1.1393225193, output_fired_time: 1.8915058374, propagate_forward_time: 81.3999404907, propagate_backward_time: 119.1924743652, weight_update_time: 2.1000165939, other_time: 3.9337997437
epoch time: 15.2548780441s, input_fired_time: 0.1295044720, output_fired_time: 0.0000000000, propagate_forward_time: 14.7613220215, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3640518188
validation[          , genome  7129] predictions:    9702/  10000 (97.02%), best:    9727/10000 (97.27%), error:       936.49097, best error:       904.62201 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 222.6101226807s, input_fired_time: 3.2064788342, output_fired_time: 3.0489230156, propagate_forward_time: 83.4023284912, propagate_backward_time: 128.8735809326, weight_update_time: 0.1060041860, other_time: 4.0788116455
epoch time: 15.0239429474s, input_fired_time: 0.1213568226, output_fired_time: 0.0000000000, propagate_forward_time: 14.5531196594, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3494663239
validation[          , genome  7129] predictions:    9743/  10000 (97.43%), best:    9727/10000 (97.27%), error:       917.17139, best error:       904.62201 on epoch:    12, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 212.6031646729s, input_fired_time: 6.1390171051, output_fired_time: 4.0276355743, propagate_forward_time: 67.1877365112, propagate_backward_time: 129.2409057617, weight_update_time: 0.0991904140, other_time: 6.0078735352
epoch time: 15.1077213287s, input_fired_time: 0.1268507987, output_fired_time: 0.0000000000, propagate_forward_time: 14.6408119202, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3400583267
validation[          , genome  7129] predictions:    9715/  10000 (97.15%), best:    9727/10000 (97.27%), error:       938.74048, best error:       904.62201 on epoch:    12, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 214.5810699463s, input_fired_time: 4.1915841103, output_fired_time: 1.9802988768, propagate_forward_time: 58.0113639832, propagate_backward_time: 144.4341888428, weight_update_time: 2.1023418903, other_time: 5.9636230469
epoch time: 17.4835910797s, input_fired_time: 0.1366422474, output_fired_time: 0.0000000000, propagate_forward_time: 12.9471006393, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.3998479843
validation[          , genome  7129] predictions:    9757/  10000 (97.57%), best:    9757/10000 (97.57%), error:       825.74518, best error:       825.74518 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 214.7140960693s, input_fired_time: 1.1410200596, output_fired_time: 3.0049831867, propagate_forward_time: 72.0914688110, propagate_backward_time: 129.4885253906, weight_update_time: 0.1014737040, other_time: 8.9880981445
epoch time: 15.0231237411s, input_fired_time: 0.1289853901, output_fired_time: 0.0000000000, propagate_forward_time: 14.5468959808, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3472423553
validation[          , genome  7129] predictions:    9725/  10000 (97.25%), best:    9757/10000 (97.57%), error:       883.78638, best error:       825.74518 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 214.7507019043s, input_fired_time: 3.1208384037, output_fired_time: 1.9870933294, propagate_forward_time: 68.3315353394, propagate_backward_time: 137.3777618408, weight_update_time: 0.0983882844, other_time: 3.9334869385
epoch time: 15.1969738007s, input_fired_time: 0.1238490716, output_fired_time: 0.0000000000, propagate_forward_time: 13.7008399963, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3722848892
validation[          , genome  7129] predictions:    9699/  10000 (96.99%), best:    9757/10000 (97.57%), error:       946.20435, best error:       825.74518 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 217.5118103027s, input_fired_time: 2.1253499985, output_fired_time: 4.9929065704, propagate_forward_time: 61.7525863647, propagate_backward_time: 146.6583099365, weight_update_time: 0.0956836194, other_time: 1.9826507568
epoch time: 17.2640304565s, input_fired_time: 0.1290000379, output_fired_time: 0.0000000000, propagate_forward_time: 16.7892951965, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3457355499
validation[          , genome  7129] predictions:    9722/  10000 (97.22%), best:    9757/10000 (97.57%), error:       897.72223, best error:       825.74518 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 212.7848510742s, input_fired_time: 3.1218688488, output_fired_time: 0.9739225507, propagate_forward_time: 65.6100921631, propagate_backward_time: 140.1145172119, weight_update_time: 0.1025489643, other_time: 2.9644470215
epoch time: 16.2561626434s, input_fired_time: 0.1246845797, output_fired_time: 0.0000000000, propagate_forward_time: 15.7862138748, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3452634811
validation[          , genome  7129] predictions:    9640/  10000 (96.40%), best:    9757/10000 (97.57%), error:      1194.37451, best error:       825.74518 on epoch:    18, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 214.5141143799s, input_fired_time: 4.1597743034, output_fired_time: 4.9853644371, propagate_forward_time: 74.1511917114, propagate_backward_time: 125.1583480835, weight_update_time: 0.1024855673, other_time: 6.0594253540
epoch time: 15.1546163559s, input_fired_time: 0.1262127012, output_fired_time: 0.0000000000, propagate_forward_time: 12.6819658279, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3464374542
validation[          , genome  7129] predictions:    9720/  10000 (97.20%), best:    9757/10000 (97.57%), error:       911.67175, best error:       825.74518 on epoch:    18, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 211.6291198730s, input_fired_time: 3.1154890060, output_fired_time: 2.9874904156, propagate_forward_time: 71.7166748047, propagate_backward_time: 131.8889770508, weight_update_time: 0.0981109887, other_time: 1.9204864502
epoch time: 15.0450201035s, input_fired_time: 0.1243576854, output_fired_time: 0.0000000000, propagate_forward_time: 14.5780115128, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3426513672
validation[          , genome  7129] predictions:    9695/  10000 (96.95%), best:    9757/10000 (97.57%), error:       992.01563, best error:       825.74518 on epoch:    18, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 209.5935363770s, input_fired_time: 5.1069889069, output_fired_time: 2.9740331173, propagate_forward_time: 70.3037490845, propagate_backward_time: 128.2827148438, weight_update_time: 0.0957952514, other_time: 2.9260559082
epoch time: 14.8645429611s, input_fired_time: 0.1191154718, output_fired_time: 0.0000000000, propagate_forward_time: 14.4114999771, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3339271545
validation[          , genome  7129] predictions:    9731/  10000 (97.31%), best:    9757/10000 (97.57%), error:       911.17236, best error:       825.74518 on epoch:    18, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 207.4077453613s, input_fired_time: 3.0896856785, output_fired_time: 3.9825913906, propagate_forward_time: 76.3721313477, propagate_backward_time: 119.1437606812, weight_update_time: 0.0957928523, other_time: 4.8195724487
epoch time: 15.2633705139s, input_fired_time: 1.1235394478, output_fired_time: 0.0000000000, propagate_forward_time: 11.7495927811, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3902387619
validation[          , genome  7129] predictions:    9771/  10000 (97.71%), best:    9771/10000 (97.71%), error:       797.70508, best error:       797.70508 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 209.9308166504s, input_fired_time: 2.1055467129, output_fired_time: 2.9681844711, propagate_forward_time: 70.5459899902, propagate_backward_time: 131.4059906006, weight_update_time: 0.1005622819, other_time: 2.9051055908
epoch time: 15.0797281265s, input_fired_time: 0.1213185489, output_fired_time: 0.0000000000, propagate_forward_time: 14.6251220703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3332872391
validation[          , genome  7129] predictions:    9733/  10000 (97.33%), best:    9771/10000 (97.71%), error:       908.79285, best error:       797.70508 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 207.9171447754s, input_fired_time: 2.0925607681, output_fired_time: 2.9442381859, propagate_forward_time: 63.0091743469, propagate_backward_time: 135.9543609619, weight_update_time: 0.0972909778, other_time: 3.9168090820
epoch time: 16.4541721344s, input_fired_time: 0.1242064461, output_fired_time: 0.0000000000, propagate_forward_time: 15.9868402481, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3431253433
validation[          , genome  7129] predictions:    9762/  10000 (97.62%), best:    9771/10000 (97.71%), error:       836.04083, best error:       797.70508 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 209.7034301758s, input_fired_time: 4.1082859039, output_fired_time: 2.9524600506, propagate_forward_time: 77.3981170654, propagate_backward_time: 122.3369216919, weight_update_time: 0.0997281224, other_time: 2.9076461792
epoch time: 15.0436916351s, input_fired_time: 0.1230877191, output_fired_time: 0.0000000000, propagate_forward_time: 12.5777139664, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3428897858
validation[          , genome  7129] predictions:    9738/  10000 (97.38%), best:    9771/10000 (97.71%), error:       877.63818, best error:       797.70508 on epoch:    26, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 205.2288513184s, input_fired_time: 1.0921049118, output_fired_time: 3.9489512444, propagate_forward_time: 55.7608184814, propagate_backward_time: 142.5115661621, weight_update_time: 0.0976159647, other_time: 1.9154205322
epoch time: 14.8717927933s, input_fired_time: 0.1194302589, output_fired_time: 0.0000000000, propagate_forward_time: 14.4255037308, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3268585205
validation[          , genome  7129] predictions:    9741/  10000 (97.41%), best:    9771/10000 (97.71%), error:       849.47229, best error:       797.70508 on epoch:    26, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 205.2291564941s, input_fired_time: 1.1122505665, output_fired_time: 1.9416176081, propagate_forward_time: 71.7720718384, propagate_backward_time: 127.5228347778, weight_update_time: 0.0974491686, other_time: 2.8803939819
epoch time: 16.1983566284s, input_fired_time: 0.1261786669, output_fired_time: 0.0000000000, propagate_forward_time: 15.7318162918, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3403615952
validation[          , genome  7129] predictions:    9737/  10000 (97.37%), best:    9771/10000 (97.71%), error:       918.76678, best error:       797.70508 on epoch:    26, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 210.9719696045s, input_fired_time: 1.1175818443, output_fired_time: 0.9736370444, propagate_forward_time: 68.4716033936, propagate_backward_time: 134.4889984131, weight_update_time: 0.0951546803, other_time: 5.9201507568
epoch time: 15.1677103043s, input_fired_time: 0.1262057871, output_fired_time: 0.0000000000, propagate_forward_time: 14.6819896698, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3595151901
validation[          , genome  7129] predictions:    9719/  10000 (97.19%), best:    9771/10000 (97.71%), error:      1002.28510, best error:       797.70508 on epoch:    26, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 204.5852050781s, input_fired_time: 2.1180453300, output_fired_time: 2.9333939552, propagate_forward_time: 80.5209121704, propagate_backward_time: 116.1439743042, weight_update_time: 0.0957099274, other_time: 2.8688812256
epoch time: 14.8234119415s, input_fired_time: 0.1196593046, output_fired_time: 0.0000000000, propagate_forward_time: 14.3602180481, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3435344696
validation[          , genome  7129] predictions:    9762/  10000 (97.62%), best:    9771/10000 (97.71%), error:       843.41864, best error:       797.70508 on epoch:    26, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 205.3311614990s, input_fired_time: 1.1040571928, output_fired_time: 1.9445900917, propagate_forward_time: 63.9695281982, propagate_backward_time: 133.5030212402, weight_update_time: 0.0951206535, other_time: 4.8099670410
epoch time: 15.0149984360s, input_fired_time: 0.1219013929, output_fired_time: 0.0000000000, propagate_forward_time: 14.5626726151, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3304243088
validation[          , genome  7129] predictions:    9753/  10000 (97.53%), best:    9771/10000 (97.71%), error:       815.18054, best error:       797.70508 on epoch:    26, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 206.6615905762s, input_fired_time: 3.0961766243, output_fired_time: 5.9380035400, propagate_forward_time: 65.0113372803, propagate_backward_time: 127.7419052124, weight_update_time: 0.0965064690, other_time: 4.8741683960
epoch time: 15.1960163116s, input_fired_time: 0.1280966401, output_fired_time: 0.0000000000, propagate_forward_time: 12.7150516510, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3528680801
validation[          , genome  7129] predictions:    9672/  10000 (96.72%), best:    9771/10000 (97.71%), error:      1050.61975, best error:       797.70508 on epoch:    26, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 207.1418762207s, input_fired_time: 1.1042041779, output_fired_time: 2.9675464630, propagate_forward_time: 67.1310729980, propagate_backward_time: 131.0465698242, weight_update_time: 0.0956140235, other_time: 4.8924865723
epoch time: 15.0800914764s, input_fired_time: 1.1246993542, output_fired_time: 0.0000000000, propagate_forward_time: 11.5982313156, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3571605682
validation[          , genome  7129] predictions:    9754/  10000 (97.54%), best:    9771/10000 (97.71%), error:       803.67596, best error:       797.70508 on epoch:    26, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 208.0805816650s, input_fired_time: 1.1092485189, output_fired_time: 0.9529201984, propagate_forward_time: 79.1339569092, propagate_backward_time: 122.9839324951, weight_update_time: 0.0952514336, other_time: 3.9005126953
epoch time: 15.1957941055s, input_fired_time: 0.1227674782, output_fired_time: 0.0000000000, propagate_forward_time: 12.7152872086, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3577394485
validation[          , genome  7129] predictions:    9730/  10000 (97.30%), best:    9771/10000 (97.71%), error:       864.84833, best error:       797.70508 on epoch:    26, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 210.0807647705s, input_fired_time: 8.1484184265, output_fired_time: 0.9690424204, propagate_forward_time: 77.6835784912, propagate_backward_time: 118.3423843384, weight_update_time: 0.0978522971, other_time: 4.9373397827
epoch time: 16.3015708923s, input_fired_time: 0.1279805303, output_fired_time: 0.0000000000, propagate_forward_time: 15.8339262009, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3396635056
validation[          , genome  7129] predictions:    9756/  10000 (97.56%), best:    9771/10000 (97.71%), error:       827.74738, best error:       797.70508 on epoch:    26, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 207.1069030762s, input_fired_time: 6.1332969666, output_fired_time: 0.9647873640, propagate_forward_time: 83.4662170410, propagate_backward_time: 111.6533126831, weight_update_time: 0.0945554823, other_time: 4.8892898560
epoch time: 15.2184514999s, input_fired_time: 0.1256229281, output_fired_time: 0.0000000000, propagate_forward_time: 14.7499599457, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3428688049
validation[          , genome  7129] predictions:    9743/  10000 (97.43%), best:    9771/10000 (97.71%), error:       901.91010, best error:       797.70508 on epoch:    26, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 194.8612823486s, input_fired_time: 3.0759944916, output_fired_time: 0.9055172801, propagate_forward_time: 52.9333915710, propagate_backward_time: 130.1106414795, weight_update_time: 0.0901071578, other_time: 7.8357391357
epoch time: 15.0556230545s, input_fired_time: 0.1239534467, output_fired_time: 0.0000000000, propagate_forward_time: 13.5800399780, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3516292572
validation[          , genome  7129] predictions:    9762/  10000 (97.62%), best:    9771/10000 (97.71%), error:       817.93726, best error:       797.70508 on epoch:    26, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 205.3204956055s, input_fired_time: 2.0820882320, output_fired_time: 2.9450638294, propagate_forward_time: 64.9679107666, propagate_backward_time: 130.4976501465, weight_update_time: 0.0925045833, other_time: 4.8277740479
epoch time: 15.0719394684s, input_fired_time: 0.1225879341, output_fired_time: 0.0000000000, propagate_forward_time: 14.6188135147, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3305377960
validation[          , genome  7129] predictions:    9755/  10000 (97.55%), best:    9771/10000 (97.71%), error:       843.50500, best error:       797.70508 on epoch:    26, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 202.8757171631s, input_fired_time: 4.0790848732, output_fired_time: 3.9298136234, propagate_forward_time: 70.2044677734, propagate_backward_time: 119.8492126465, weight_update_time: 0.0923071355, other_time: 4.8131408691
epoch time: 14.8219270706s, input_fired_time: 0.1203106791, output_fired_time: 0.0000000000, propagate_forward_time: 14.3775787354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3240375519
validation[          , genome  7129] predictions:    9773/  10000 (97.73%), best:    9773/10000 (97.73%), error:       789.76648, best error:       789.76648 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 200.2102813721s, input_fired_time: 1.0772193670, output_fired_time: 0.8990089297, propagate_forward_time: 57.9033050537, propagate_backward_time: 134.5085449219, weight_update_time: 0.0925693735, other_time: 5.8222045898
epoch time: 14.8052444458s, input_fired_time: 0.1270978600, output_fired_time: 0.0000000000, propagate_forward_time: 14.3601055145, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3180408478
validation[          , genome  7129] predictions:    9701/  10000 (97.01%), best:    9773/10000 (97.73%), error:       958.22211, best error:       789.76648 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 202.9738006592s, input_fired_time: 6.1024103165, output_fired_time: 2.9170908928, propagate_forward_time: 65.3116073608, propagate_backward_time: 126.8031539917, weight_update_time: 0.0941451937, other_time: 1.8395462036
epoch time: 14.9117412567s, input_fired_time: 0.1210074350, output_fired_time: 0.0000000000, propagate_forward_time: 12.4021596909, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3885746002
validation[          , genome  7129] predictions:    9741/  10000 (97.41%), best:    9773/10000 (97.73%), error:       889.07056, best error:       789.76648 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 207.8334808350s, input_fired_time: 7.1921916008, output_fired_time: 2.9569487572, propagate_forward_time: 72.1067657471, propagate_backward_time: 121.7277297974, weight_update_time: 0.0931732655, other_time: 3.8498458862
epoch time: 14.9870510101s, input_fired_time: 0.1223829314, output_fired_time: 0.0000000000, propagate_forward_time: 14.5412864685, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3233814240
validation[          , genome  7129] predictions:    9724/  10000 (97.24%), best:    9773/10000 (97.73%), error:       887.53308, best error:       789.76648 on epoch:    42, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 205.0969696045s, input_fired_time: 5.1295967102, output_fired_time: 2.9668281078, propagate_forward_time: 64.7363433838, propagate_backward_time: 130.4029693604, weight_update_time: 0.0947181135, other_time: 1.8612365723
epoch time: 13.6188945770s, input_fired_time: 1.1327232122, output_fired_time: 0.0000000000, propagate_forward_time: 12.1600847244, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3260869980
validation[          , genome  7129] predictions:    9779/  10000 (97.79%), best:    9779/10000 (97.79%), error:       775.07013, best error:       775.07013 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 202.0250854492s, input_fired_time: 1.0929336548, output_fired_time: 6.9112710953, propagate_forward_time: 58.3869857788, propagate_backward_time: 126.8030090332, weight_update_time: 0.0953816399, other_time: 8.8309020996
epoch time: 14.8973007202s, input_fired_time: 0.1218471453, output_fired_time: 0.0000000000, propagate_forward_time: 14.4553709030, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3200826645
validation[          , genome  7129] predictions:    9784/  10000 (97.84%), best:    9784/10000 (97.84%), error:       772.67450, best error:       772.67450 on epoch:    47, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 203.3595733643s, input_fired_time: 2.0929782391, output_fired_time: 2.9306063652, propagate_forward_time: 65.6836547852, propagate_backward_time: 129.8101654053, weight_update_time: 0.0949300379, other_time: 2.8421783447
epoch time: 15.1964292526s, input_fired_time: 0.1225874647, output_fired_time: 0.0000000000, propagate_forward_time: 13.7492589951, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3245830536
validation[          , genome  7129] predictions:    9725/  10000 (97.25%), best:    9784/10000 (97.84%), error:       915.93079, best error:       772.67450 on epoch:    47, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 205.0250244141s, input_fired_time: 2.1097407341, output_fired_time: 2.9507305622, propagate_forward_time: 76.8270416260, propagate_backward_time: 117.3055419922, weight_update_time: 0.0927514359, other_time: 5.8319702148
epoch time: 15.0128040314s, input_fired_time: 0.1304882765, output_fired_time: 0.0000000000, propagate_forward_time: 14.5435676575, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3387479782
validation[          , genome  7129] predictions:    9737/  10000 (97.37%), best:    9784/10000 (97.84%), error:       874.21399, best error:       772.67450 on epoch:    47, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 202.6647644043s, input_fired_time: 6.1620573997, output_fired_time: 0.9137721658, propagate_forward_time: 63.5278549194, propagate_backward_time: 130.2088928223, weight_update_time: 0.0935210437, other_time: 1.8521728516
epoch time: 14.8290119171s, input_fired_time: 0.1204954460, output_fired_time: 0.0000000000, propagate_forward_time: 14.3899993896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3185167313
validation[          , genome  7129] predictions:    9758/  10000 (97.58%), best:    9784/10000 (97.84%), error:       839.62683, best error:       772.67450 on epoch:    47, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 202.0667419434s, input_fired_time: 2.0849976540, output_fired_time: 1.9327205420, propagate_forward_time: 61.2755661011, propagate_backward_time: 129.9373321533, weight_update_time: 0.0936709866, other_time: 6.8361358643
epoch time: 14.9246225357s, input_fired_time: 0.1235855818, output_fired_time: 0.0000000000, propagate_forward_time: 12.4545564651, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3464803696
validation[          , genome  7129] predictions:    9725/  10000 (97.25%), best:    9784/10000 (97.84%), error:       900.95728, best error:       772.67450 on epoch:    47, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 204.6050262451s, input_fired_time: 1.0930176973, output_fired_time: 2.9296190739, propagate_forward_time: 67.6169815063, propagate_backward_time: 131.1335906982, weight_update_time: 0.0943535715, other_time: 1.8318023682
epoch time: 14.7317438126s, input_fired_time: 0.1195645928, output_fired_time: 0.0000000000, propagate_forward_time: 14.3008327484, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3113460541
validation[          , genome  7129] predictions:    9774/  10000 (97.74%), best:    9784/10000 (97.84%), error:       798.46710, best error:       772.67450 on epoch:    47, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 206.5883636475s, input_fired_time: 3.1226940155, output_fired_time: 6.9902701378, propagate_forward_time: 73.6999359131, propagate_backward_time: 120.8954467773, weight_update_time: 0.1092657596, other_time: 1.8800201416
epoch time: 15.0945196152s, input_fired_time: 0.1350597292, output_fired_time: 0.0000000000, propagate_forward_time: 12.6082172394, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3512430191
validation[          , genome  7129] predictions:    9771/  10000 (97.71%), best:    9784/10000 (97.84%), error:       784.03619, best error:       772.67450 on epoch:    47, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 205.1909637451s, input_fired_time: 3.1123936176, output_fired_time: 4.9806933403, propagate_forward_time: 61.6464309692, propagate_backward_time: 127.5685653687, weight_update_time: 0.0950480998, other_time: 7.8828811646
epoch time: 13.7417993546s, input_fired_time: 0.1221227869, output_fired_time: 0.0000000000, propagate_forward_time: 13.2783584595, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3413181305
validation[          , genome  7129] predictions:    9761/  10000 (97.61%), best:    9784/10000 (97.84%), error:       805.00403, best error:       772.67450 on epoch:    47, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 205.0648345947s, input_fired_time: 1.0952457190, output_fired_time: 2.9296219349, propagate_forward_time: 65.7313919067, propagate_backward_time: 128.4207305908, weight_update_time: 0.0965152755, other_time: 6.8878326416
epoch time: 14.8223896027s, input_fired_time: 0.1248643696, output_fired_time: 0.0000000000, propagate_forward_time: 14.3599729538, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3375520706
validation[          , genome  7129] predictions:    9750/  10000 (97.50%), best:    9784/10000 (97.84%), error:       867.80792, best error:       772.67450 on epoch:    47, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 206.4511566162s, input_fired_time: 1.1137568951, output_fired_time: 2.9495651722, propagate_forward_time: 70.9447708130, propagate_backward_time: 126.5652770996, weight_update_time: 0.0959343538, other_time: 4.8777770996
epoch time: 15.1870784760s, input_fired_time: 0.1270178258, output_fired_time: 0.0000000000, propagate_forward_time: 14.7320833206, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3279771805
validation[          , genome  7129] predictions:    9763/  10000 (97.63%), best:    9784/10000 (97.84%), error:       773.18463, best error:       772.67450 on epoch:    47, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 205.5890197754s, input_fired_time: 1.1006848812, output_fired_time: 1.9267781973, propagate_forward_time: 65.4128875732, propagate_backward_time: 129.2640075684, weight_update_time: 0.0923765823, other_time: 7.8846740723
epoch time: 14.4110031128s, input_fired_time: 2.1224515438, output_fired_time: 0.0000000000, propagate_forward_time: 11.9728488922, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3157024384
validation[          , genome  7129] predictions:    9784/  10000 (97.84%), best:    9784/10000 (97.84%), error:       752.23633, best error:       752.23633 on epoch:    57, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 207.1999359131s, input_fired_time: 5.1402349472, output_fired_time: 0.9997687936, propagate_forward_time: 68.4606704712, propagate_backward_time: 130.7167663574, weight_update_time: 0.0974391550, other_time: 1.8825073242
epoch time: 15.3512554169s, input_fired_time: 0.1294457912, output_fired_time: 0.0000000000, propagate_forward_time: 14.8568458557, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3649635315
validation[          , genome  7129] predictions:    9745/  10000 (97.45%), best:    9784/10000 (97.84%), error:       840.13885, best error:       752.23633 on epoch:    57, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 211.7152404785s, input_fired_time: 3.1404612064, output_fired_time: 2.9697353840, propagate_forward_time: 73.8113937378, propagate_backward_time: 125.8140182495, weight_update_time: 0.1058061793, other_time: 5.9796218872
epoch time: 15.1484451294s, input_fired_time: 0.1294499785, output_fired_time: 0.0000000000, propagate_forward_time: 14.6590452194, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3599500656
validation[          , genome  7129] predictions:    9773/  10000 (97.73%), best:    9784/10000 (97.84%), error:       804.51715, best error:       752.23633 on epoch:    57, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 202.5796813965s, input_fired_time: 3.1390309334, output_fired_time: 2.9839751720, propagate_forward_time: 62.4361305237, propagate_backward_time: 128.1080627441, weight_update_time: 0.0925647691, other_time: 5.9124755859
epoch time: 12.0876293182s, input_fired_time: 3.1153826714, output_fired_time: 0.0000000000, propagate_forward_time: 8.6588516235, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3133945465
validation[          , genome  7129] predictions:    9786/  10000 (97.86%), best:    9786/10000 (97.86%), error:       726.72522, best error:       726.72522 on epoch:    60, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 210.3163452148s, input_fired_time: 3.1334252357, output_fired_time: 3.0626919270, propagate_forward_time: 60.6309928894, propagate_backward_time: 139.5621032715, weight_update_time: 0.0980145782, other_time: 3.9271240234
epoch time: 16.1678409576s, input_fired_time: 0.1310595423, output_fired_time: 0.0000000000, propagate_forward_time: 15.6926412582, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3441400528
validation[          , genome  7129] predictions:    9758/  10000 (97.58%), best:    9786/10000 (97.86%), error:       800.20844, best error:       726.72522 on epoch:    60, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 206.5964050293s, input_fired_time: 4.1409792900, output_fired_time: 2.9622757435, propagate_forward_time: 75.9671936035, propagate_backward_time: 118.6121673584, weight_update_time: 0.0970283598, other_time: 4.9137878418
epoch time: 15.1297979355s, input_fired_time: 0.1255525202, output_fired_time: 0.0000000000, propagate_forward_time: 14.6597356796, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3445100784
validation[          , genome  7129] predictions:    9773/  10000 (97.73%), best:    9786/10000 (97.86%), error:       749.91846, best error:       726.72522 on epoch:    60, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 206.5264282227s, input_fired_time: 1.1081329584, output_fired_time: 0.9565272927, propagate_forward_time: 73.0160598755, propagate_backward_time: 128.5574951172, weight_update_time: 0.0959146991, other_time: 2.8882141113
epoch time: 14.0237646103s, input_fired_time: 0.1293720901, output_fired_time: 0.0000000000, propagate_forward_time: 13.5484819412, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3459110260
validation[          , genome  7129] predictions:    9790/  10000 (97.90%), best:    9786/10000 (97.86%), error:       756.13977, best error:       726.72522 on epoch:    60, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 210.0884094238s, input_fired_time: 1.1374365091, output_fired_time: 3.0141582489, propagate_forward_time: 75.6062927246, propagate_backward_time: 117.3299865723, weight_update_time: 2.1141974926, other_time: 13.0005340576
epoch time: 15.0066213608s, input_fired_time: 0.1241501123, output_fired_time: 0.0000000000, propagate_forward_time: 14.5502882004, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3321828842
validation[          , genome  7129] predictions:    9711/  10000 (97.11%), best:    9786/10000 (97.86%), error:       909.51898, best error:       726.72522 on epoch:    60, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 210.5118713379s, input_fired_time: 6.1448979378, output_fired_time: 2.9935712814, propagate_forward_time: 63.5804367065, propagate_backward_time: 133.8879241943, weight_update_time: 0.0953140333, other_time: 3.9050445557
epoch time: 15.0431032181s, input_fired_time: 1.1313031912, output_fired_time: 0.0000000000, propagate_forward_time: 11.5489740372, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3628263474
validation[          , genome  7129] predictions:    9789/  10000 (97.89%), best:    9786/10000 (97.86%), error:       739.85767, best error:       726.72522 on epoch:    60, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 206.7338562012s, input_fired_time: 3.1233325005, output_fired_time: 2.9632871151, propagate_forward_time: 70.7794036865, propagate_backward_time: 125.9923706055, weight_update_time: 0.0931076705, other_time: 3.8754577637
epoch time: 14.8917617798s, input_fired_time: 0.1195568591, output_fired_time: 0.0000000000, propagate_forward_time: 14.4724578857, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2997474670
validation[          , genome  7129] predictions:    9754/  10000 (97.54%), best:    9786/10000 (97.86%), error:       858.87262, best error:       726.72522 on epoch:    60, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 197.0896453857s, input_fired_time: 3.0714936256, output_fired_time: 2.8869171143, propagate_forward_time: 54.4088096619, propagate_backward_time: 131.0168304443, weight_update_time: 0.0863628760, other_time: 5.7055969238
epoch time: 12.8529462814s, input_fired_time: 0.1198682636, output_fired_time: 0.0000000000, propagate_forward_time: 12.4014720917, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3316059113
validation[          , genome  7129] predictions:    9750/  10000 (97.50%), best:    9786/10000 (97.86%), error:       794.69586, best error:       726.72522 on epoch:    60, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 198.4382629395s, input_fired_time: 4.0814433098, output_fired_time: 5.8793983459, propagate_forward_time: 68.5877456665, propagate_backward_time: 118.1835174561, weight_update_time: 0.0845499560, other_time: 1.7061691284
epoch time: 13.6165981293s, input_fired_time: 0.1155140251, output_fired_time: 0.0000000000, propagate_forward_time: 13.2073383331, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2937459946
validation[          , genome  7129] predictions:    9710/  10000 (97.10%), best:    9786/10000 (97.86%), error:       887.70990, best error:       726.72522 on epoch:    60, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 195.3184967041s, input_fired_time: 2.0478134155, output_fired_time: 2.8676245213, propagate_forward_time: 69.0000610352, propagate_backward_time: 118.7021789551, weight_update_time: 1.0835567713, other_time: 2.7008209229
epoch time: 13.7255306244s, input_fired_time: 0.1176732704, output_fired_time: 0.0000000000, propagate_forward_time: 13.3087949753, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2990627289
validation[          , genome  7129] predictions:    9787/  10000 (97.87%), best:    9786/10000 (97.86%), error:       755.94672, best error:       726.72522 on epoch:    60, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 192.1552429199s, input_fired_time: 1.0731452703, output_fired_time: 3.8762328625, propagate_forward_time: 57.3579254150, propagate_backward_time: 127.1344146729, weight_update_time: 0.0842063650, other_time: 2.7135162354
epoch time: 14.6833171844s, input_fired_time: 0.1185129732, output_fired_time: 0.0000000000, propagate_forward_time: 14.2607545853, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3040494919
validation[          , genome  7129] predictions:    9763/  10000 (97.63%), best:    9786/10000 (97.86%), error:       839.22168, best error:       726.72522 on epoch:    60, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 196.3503265381s, input_fired_time: 2.0513913631, output_fired_time: 0.8744359612, propagate_forward_time: 65.3791961670, propagate_backward_time: 126.3429794312, weight_update_time: 0.0856736004, other_time: 1.7023239136
epoch time: 14.7020969391s, input_fired_time: 0.1184954718, output_fired_time: 0.0000000000, propagate_forward_time: 13.2842435837, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2993574142
validation[          , genome  7129] predictions:    9793/  10000 (97.93%), best:    9786/10000 (97.86%), error:       745.48236, best error:       726.72522 on epoch:    60, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 196.6039581299s, input_fired_time: 4.0521516800, output_fired_time: 0.8785580397, propagate_forward_time: 58.1912040710, propagate_backward_time: 125.7879104614, weight_update_time: 0.0846328065, other_time: 7.6941299438
epoch time: 14.5512342453s, input_fired_time: 2.1166522503, output_fired_time: 0.0000000000, propagate_forward_time: 12.1433057785, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2912759781
validation[          , genome  7129] predictions:    9780/  10000 (97.80%), best:    9786/10000 (97.86%), error:       739.80914, best error:       726.72522 on epoch:    60, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 196.8370971680s, input_fired_time: 6.0541272163, output_fired_time: 1.8804379702, propagate_forward_time: 57.2206459045, propagate_backward_time: 125.9652938843, weight_update_time: 0.0853375569, other_time: 5.7166061401
epoch time: 14.6793041229s, input_fired_time: 1.1185680628, output_fired_time: 0.0000000000, propagate_forward_time: 13.2596578598, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3010778427
validation[          , genome  7129] predictions:    9745/  10000 (97.45%), best:    9786/10000 (97.86%), error:       852.34528, best error:       726.72522 on epoch:    60, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 197.1299743652s, input_fired_time: 3.0847101212, output_fired_time: 0.8661779165, propagate_forward_time: 65.4532089233, propagate_backward_time: 126.0189743042, weight_update_time: 0.0854059830, other_time: 1.7068939209
epoch time: 14.6552162170s, input_fired_time: 1.1203229427, output_fired_time: 0.0000000000, propagate_forward_time: 13.2329683304, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3019247055
validation[          , genome  7129] predictions:    9769/  10000 (97.69%), best:    9786/10000 (97.86%), error:       805.35071, best error:       726.72522 on epoch:    60, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 202.5176544189s, input_fired_time: 5.0915870667, output_fired_time: 0.9048329592, propagate_forward_time: 68.2849578857, propagate_backward_time: 124.5056686401, weight_update_time: 0.0854932740, other_time: 3.7306137085
epoch time: 14.9400177002s, input_fired_time: 0.1200275272, output_fired_time: 0.0000000000, propagate_forward_time: 14.5145988464, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3053913116
validation[          , genome  7129] predictions:    9780/  10000 (97.80%), best:    9786/10000 (97.86%), error:       751.80121, best error:       726.72522 on epoch:    60, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 200.4550476074s, input_fired_time: 1.0698578358, output_fired_time: 0.8966210485, propagate_forward_time: 64.1440200806, propagate_backward_time: 126.5741500854, weight_update_time: 2.1067414284, other_time: 7.7703933716
epoch time: 14.6772699356s, input_fired_time: 0.1180400625, output_fired_time: 0.0000000000, propagate_forward_time: 14.2588233948, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3004064560
validation[          , genome  7129] predictions:    9756/  10000 (97.56%), best:    9786/10000 (97.86%), error:       802.56573, best error:       726.72522 on epoch:    60, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 198.1531982422s, input_fired_time: 6.1102762222, output_fired_time: 0.8755296469, propagate_forward_time: 58.2912406921, propagate_backward_time: 127.1819610596, weight_update_time: 0.0841502398, other_time: 5.6941833496
epoch time: 14.7269134521s, input_fired_time: 0.1177729368, output_fired_time: 0.0000000000, propagate_forward_time: 14.3129758835, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2961645126
validation[          , genome  7129] predictions:    9772/  10000 (97.72%), best:    9786/10000 (97.86%), error:       773.13239, best error:       726.72522 on epoch:    60, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 198.5675811768s, input_fired_time: 3.0611245632, output_fired_time: 0.8848807812, propagate_forward_time: 67.8498687744, propagate_backward_time: 124.0540084839, weight_update_time: 0.0850524902, other_time: 2.7176895142
epoch time: 13.5728511810s, input_fired_time: 0.1146271601, output_fired_time: 0.0000000000, propagate_forward_time: 13.1474475861, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3107767105
validation[          , genome  7129] predictions:    9734/  10000 (97.34%), best:    9786/10000 (97.86%), error:       883.28107, best error:       726.72522 on epoch:    60, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 199.3134155273s, input_fired_time: 3.0993762016, output_fired_time: 0.8885872364, propagate_forward_time: 65.4265747070, propagate_backward_time: 124.1766204834, weight_update_time: 0.0842488334, other_time: 5.7222595215
epoch time: 14.8655977249s, input_fired_time: 2.1244397163, output_fired_time: 0.0000000000, propagate_forward_time: 12.4256305695, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3155269623
validation[          , genome  7129] predictions:    9767/  10000 (97.67%), best:    9786/10000 (97.86%), error:       769.50433, best error:       726.72522 on epoch:    60, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 197.5256347656s, input_fired_time: 4.0705175400, output_fired_time: 2.8864784241, propagate_forward_time: 60.7544288635, propagate_backward_time: 127.0843734741, weight_update_time: 0.0864902660, other_time: 2.7298507690
epoch time: 14.1990795135s, input_fired_time: 0.1108932495, output_fired_time: 0.0000000000, propagate_forward_time: 10.7875089645, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.3006772995
validation[          , genome  7129] predictions:    9692/  10000 (96.92%), best:    9786/10000 (97.86%), error:      1009.17432, best error:       726.72522 on epoch:    60, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 195.0364532471s, input_fired_time: 3.0456800461, output_fired_time: 1.8735958338, propagate_forward_time: 57.0153007507, propagate_backward_time: 125.4103240967, weight_update_time: 0.0836202428, other_time: 7.6915435791
epoch time: 14.5605611801s, input_fired_time: 0.1181594655, output_fired_time: 0.0000000000, propagate_forward_time: 14.1442403793, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2981615067
validation[          , genome  7129] predictions:    9771/  10000 (97.71%), best:    9786/10000 (97.86%), error:       768.26538, best error:       726.72522 on epoch:    60, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 197.9787292480s, input_fired_time: 2.0464510918, output_fired_time: 2.8928632736, propagate_forward_time: 58.2851562500, propagate_backward_time: 131.0410003662, weight_update_time: 0.0870069861, other_time: 3.7132568359
epoch time: 14.7353734970s, input_fired_time: 0.1190091297, output_fired_time: 0.0000000000, propagate_forward_time: 14.3166332245, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2997312546
validation[          , genome  7129] predictions:    9776/  10000 (97.76%), best:    9786/10000 (97.86%), error:       780.80255, best error:       726.72522 on epoch:    60, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 197.9558258057s, input_fired_time: 2.0681965351, output_fired_time: 0.8964167237, propagate_forward_time: 66.3606643677, propagate_backward_time: 123.8759460449, weight_update_time: 0.0849629790, other_time: 4.7546081543
epoch time: 14.6850147247s, input_fired_time: 0.1235462427, output_fired_time: 0.0000000000, propagate_forward_time: 14.2465839386, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3148841858
validation[          , genome  7129] predictions:    9744/  10000 (97.44%), best:    9786/10000 (97.86%), error:       824.86353, best error:       726.72522 on epoch:    60, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 195.4648437500s, input_fired_time: 4.0541515350, output_fired_time: 2.8728661537, propagate_forward_time: 63.2972640991, propagate_backward_time: 121.5274658203, weight_update_time: 0.0854453370, other_time: 3.7130966187
epoch time: 14.7629289627s, input_fired_time: 2.1355147362, output_fired_time: 0.0000000000, propagate_forward_time: 12.3261108398, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3013038635
validation[          , genome  7129] predictions:    9760/  10000 (97.60%), best:    9786/10000 (97.86%), error:       821.14008, best error:       726.72522 on epoch:    60, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 198.1861572266s, input_fired_time: 2.0711705685, output_fired_time: 1.8922495842, propagate_forward_time: 57.4124794006, propagate_backward_time: 131.1032562256, weight_update_time: 0.0858473182, other_time: 5.7070159912
epoch time: 14.9845781326s, input_fired_time: 0.1240889579, output_fired_time: 0.0000000000, propagate_forward_time: 14.5382547379, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3222341537
validation[          , genome  7129] predictions:    9736/  10000 (97.36%), best:    9786/10000 (97.86%), error:       853.88989, best error:       726.72522 on epoch:    60, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 195.9440765381s, input_fired_time: 6.0810265541, output_fired_time: 4.8717842102, propagate_forward_time: 67.5032424927, propagate_backward_time: 108.7767715454, weight_update_time: 0.0855087861, other_time: 8.7112579346
epoch time: 13.4189128876s, input_fired_time: 0.1159178913, output_fired_time: 0.0000000000, propagate_forward_time: 13.0124521255, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2905426025
validation[          , genome  7129] predictions:    9766/  10000 (97.66%), best:    9786/10000 (97.86%), error:       774.68622, best error:       726.72522 on epoch:    60, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 194.4924926758s, input_fired_time: 2.0431175232, output_fired_time: 0.8651921749, propagate_forward_time: 66.7728347778, propagate_backward_time: 120.0953750610, weight_update_time: 0.1022774875, other_time: 4.7159729004
epoch time: 14.7663259506s, input_fired_time: 0.1175078526, output_fired_time: 0.0000000000, propagate_forward_time: 14.3375225067, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3112955093
validation[          , genome  7129] predictions:    9779/  10000 (97.79%), best:    9786/10000 (97.86%), error:       803.25330, best error:       726.72522 on epoch:    60, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 197.1882629395s, input_fired_time: 1.0461529493, output_fired_time: 4.8650140762, propagate_forward_time: 68.6094589233, propagate_backward_time: 114.9347686768, weight_update_time: 0.0860390142, other_time: 7.7328567505
epoch time: 12.5261955261s, input_fired_time: 0.1181805283, output_fired_time: 0.0000000000, propagate_forward_time: 12.1149244308, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2930908203
validation[          , genome  7129] predictions:    9758/  10000 (97.58%), best:    9786/10000 (97.86%), error:       787.14166, best error:       726.72522 on epoch:    60, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 195.7049102783s, input_fired_time: 1.0622996092, output_fired_time: 2.8731050491, propagate_forward_time: 57.1411209106, propagate_backward_time: 128.9170989990, weight_update_time: 0.0848225504, other_time: 5.7112884521
epoch time: 12.4509105682s, input_fired_time: 0.1177200899, output_fired_time: 0.0000000000, propagate_forward_time: 12.0445728302, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2886180878
validation[          , genome  7129] predictions:    9742/  10000 (97.42%), best:    9786/10000 (97.86%), error:       882.37561, best error:       726.72522 on epoch:    60, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 197.1092529297s, input_fired_time: 2.0844016075, output_fired_time: 0.8818727136, propagate_forward_time: 67.4717330933, propagate_backward_time: 122.9756011963, weight_update_time: 0.0847408026, other_time: 3.6956558228
epoch time: 12.8131380081s, input_fired_time: 0.1217974871, output_fired_time: 0.0000000000, propagate_forward_time: 11.3793373108, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3120031357
validation[          , genome  7129] predictions:    9758/  10000 (97.58%), best:    9786/10000 (97.86%), error:       817.77484, best error:       726.72522 on epoch:    60, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 198.6708374023s, input_fired_time: 4.0894546509, output_fired_time: 1.8856818676, propagate_forward_time: 66.7178039551, propagate_backward_time: 123.2498092651, weight_update_time: 0.0860558823, other_time: 2.7280960083
epoch time: 13.2562503815s, input_fired_time: 0.1133089736, output_fired_time: 0.0000000000, propagate_forward_time: 12.8575696945, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2853717804
validation[          , genome  7129] predictions:    9591/  10000 (95.91%), best:    9786/10000 (97.86%), error:      1333.09314, best error:       726.72522 on epoch:    60, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 197.3224639893s, input_fired_time: 1.0534008741, output_fired_time: 1.8995251656, propagate_forward_time: 54.5140228271, propagate_backward_time: 134.1633300781, weight_update_time: 0.0848541334, other_time: 5.6921844482
epoch time: 15.1005573273s, input_fired_time: 0.1228561178, output_fired_time: 0.0000000000, propagate_forward_time: 14.6672801971, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3104209900
validation[          , genome  7129] predictions:    9760/  10000 (97.60%), best:    9786/10000 (97.86%), error:       848.15442, best error:       726.72522 on epoch:    60, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 195.7662048340s, input_fired_time: 4.1148490906, output_fired_time: 0.8723984361, propagate_forward_time: 62.3202476501, propagate_backward_time: 124.7702331543, weight_update_time: 0.0837645009, other_time: 3.6884613037
epoch time: 14.7397632599s, input_fired_time: 0.1200261191, output_fired_time: 0.0000000000, propagate_forward_time: 13.3134927750, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3062438965
validation[          , genome  7129] predictions:    9729/  10000 (97.29%), best:    9786/10000 (97.86%), error:       924.24469, best error:       726.72522 on epoch:    60, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 194.8854064941s, input_fired_time: 3.0622615814, output_fired_time: 1.8640123606, propagate_forward_time: 67.9130630493, propagate_backward_time: 116.3246383667, weight_update_time: 0.0857816786, other_time: 5.7214355469
epoch time: 14.5990324020s, input_fired_time: 0.1322228611, output_fired_time: 0.0000000000, propagate_forward_time: 14.1594362259, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3073730469
validation[          , genome  7129] predictions:    9764/  10000 (97.64%), best:    9786/10000 (97.86%), error:       847.42377, best error:       726.72522 on epoch:    60, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 197.2377929688s, input_fired_time: 3.0958335400, output_fired_time: 1.8697955608, propagate_forward_time: 59.4269561768, propagate_backward_time: 129.1423645020, weight_update_time: 0.0846216977, other_time: 3.7028350830
epoch time: 12.6391973495s, input_fired_time: 0.1219493672, output_fired_time: 0.0000000000, propagate_forward_time: 12.2028455734, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3144025803
validation[          , genome  7129] predictions:    9782/  10000 (97.82%), best:    9786/10000 (97.86%), error:       776.87897, best error:       726.72522 on epoch:    60, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 196.4867248535s, input_fired_time: 1.0505498648, output_fired_time: 1.8807783127, propagate_forward_time: 71.2264633179, propagate_backward_time: 118.6084594727, weight_update_time: 0.0849334002, other_time: 3.7204666138
epoch time: 14.8245782852s, input_fired_time: 0.1216227114, output_fired_time: 0.0000000000, propagate_forward_time: 14.3931198120, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3098354340
validation[          , genome  7129] predictions:    9745/  10000 (97.45%), best:    9786/10000 (97.86%), error:       879.67133, best error:       726.72522 on epoch:    60, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 196.7874603271s, input_fired_time: 3.0682241917, output_fired_time: 3.8777656555, propagate_forward_time: 59.1146583557, propagate_backward_time: 126.0181808472, weight_update_time: 0.0878594369, other_time: 4.7086410522
epoch time: 14.6426372528s, input_fired_time: 0.1217634976, output_fired_time: 0.0000000000, propagate_forward_time: 14.2116613388, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3092126846
validation[          , genome  7129] predictions:    9731/  10000 (97.31%), best:    9786/10000 (97.86%), error:       922.17133, best error:       726.72522 on epoch:    60, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 194.9600830078s, input_fired_time: 3.0558745861, output_fired_time: 2.8681473732, propagate_forward_time: 67.2475433350, propagate_backward_time: 118.0973434448, weight_update_time: 1.0939736366, other_time: 3.6911697388
epoch time: 14.5528917313s, input_fired_time: 0.1191498339, output_fired_time: 0.0000000000, propagate_forward_time: 14.1337661743, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2999753952
validation[          , genome  7129] predictions:    9784/  10000 (97.84%), best:    9786/10000 (97.86%), error:       763.13965, best error:       726.72522 on epoch:    60, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 199.4370727539s, input_fired_time: 3.0836622715, output_fired_time: 1.8983613253, propagate_forward_time: 64.8356628418, propagate_backward_time: 122.8078536987, weight_update_time: 0.0855533555, other_time: 6.8115310669
epoch time: 13.3584260941s, input_fired_time: 2.1140828133, output_fired_time: 0.0000000000, propagate_forward_time: 8.9489345551, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2954082489
validation[          , genome  7129] predictions:    9762/  10000 (97.62%), best:    9786/10000 (97.86%), error:       812.57111, best error:       726.72522 on epoch:    60, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 195.6378326416s, input_fired_time: 5.0602917671, output_fired_time: 0.8680220842, propagate_forward_time: 67.3442611694, propagate_backward_time: 116.6650619507, weight_update_time: 0.0850793496, other_time: 5.7001953125
epoch time: 13.5927639008s, input_fired_time: 0.1196466386, output_fired_time: 0.0000000000, propagate_forward_time: 11.1769008636, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2962160110
validation[          , genome  7129] predictions:    9771/  10000 (97.71%), best:    9786/10000 (97.86%), error:       824.60034, best error:       726.72522 on epoch:    60, 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: 67.9189987183s, input_fired_time: 0.5837014318, output_fired_time: 0.0000000000, propagate_forward_time: 62.8281211853, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.5071754456
best training[          , genome  7129] predictions:   49557/  50000 (99.11%), best:    9786/10000 (97.86%), error:      1673.26685, best error:       726.72522 on epoch:    60, 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: 13.5486307144s, input_fired_time: 0.1146839783, output_fired_time: 0.0000000000, propagate_forward_time: 13.1394348145, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2945117950
   testing[          , genome  7129] predictions:    9793/  10000 (97.93%), best:    9786/10000 (97.86%), error:       685.55609, best error:       726.72522 on epoch:    60, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
16:00:28 (6516): called boinc_finish(0)

</stderr_txt>
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