Nameexact_genome_1512568488_42_7122_0
Workunit2606839
Created7 Dec 2017, 23:55:25 UTC
Sent8 Dec 2017, 0:02:22 UTC
Report deadline15 Dec 2017, 19:58:07 UTC
Received8 Dec 2017, 11:51:29 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID65413
Run time3 hours 15 min 22 sec
CPU time3 hours 15 min 17 sec
Validate stateValid
Credit1,957.60
Device peak FLOPS3.78 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size152.55 MB
Peak swap size154.04 MB
Peak disk usage1.31 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
4327087402s, input_fired_time: 1.2169142962, output_fired_time: 0.8399126530, propagate_forward_time: 46.5301551819, propagate_backward_time: 61.3407936096, weight_update_time: 0.1165077165, other_time: 2.5049362183
epoch time: 10.0610342026s, input_fired_time: 0.1387670785, output_fired_time: 0.0000000000, propagate_forward_time: 9.4915513992, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4307155609
validation[          , genome  7122] predictions:    9694/  10000 (96.94%), best:    9699/10000 (96.99%), error:      1104.91870, best error:       982.42365 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 106.8993988037s, input_fired_time: 1.1633652449, output_fired_time: 0.8146086931, propagate_forward_time: 44.0059204102, propagate_backward_time: 58.6192245483, weight_update_time: 0.1098857448, other_time: 2.2962799072
epoch time: 10.7362298965s, input_fired_time: 0.1454082131, output_fired_time: 0.0000000000, propagate_forward_time: 10.1360445023, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4547767639
validation[          , genome  7122] predictions:    9663/  10000 (96.63%), best:    9699/10000 (96.99%), error:      1102.13354, best error:       982.42365 on epoch:    11, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 104.3264007568s, input_fired_time: 1.1625739336, output_fired_time: 0.7900902033, propagate_forward_time: 43.2946090698, propagate_backward_time: 56.7428665161, weight_update_time: 0.1099395007, other_time: 2.3362579346
epoch time: 9.3332691193s, input_fired_time: 0.1357654482, output_fired_time: 0.0000000000, propagate_forward_time: 8.7824468613, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4150571823
validation[          , genome  7122] predictions:    9707/  10000 (97.07%), best:    9699/10000 (96.99%), error:      1044.63269, best error:       982.42365 on epoch:    11, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 104.7781524658s, input_fired_time: 1.1648455858, output_fired_time: 0.7990621924, propagate_forward_time: 42.7978515625, propagate_backward_time: 57.6596107483, weight_update_time: 0.1114970222, other_time: 2.3567771912
epoch time: 8.4581422806s, input_fired_time: 0.1233921722, output_fired_time: 0.0000000000, propagate_forward_time: 7.9583678246, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3763823509
validation[          , genome  7122] predictions:    9718/  10000 (97.18%), best:    9699/10000 (96.99%), error:       989.85443, best error:       982.42365 on epoch:    11, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 105.0727767944s, input_fired_time: 1.1486971378, output_fired_time: 0.7991349697, propagate_forward_time: 42.7536048889, propagate_backward_time: 58.0733337402, weight_update_time: 0.1089737117, other_time: 2.2980079651
epoch time: 8.5393905640s, input_fired_time: 0.1248655021, output_fired_time: 0.0000000000, propagate_forward_time: 8.0355758667, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3789491653
validation[          , genome  7122] predictions:    9708/  10000 (97.08%), best:    9708/10000 (97.08%), error:       965.01886, best error:       965.01886 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 103.2649917603s, input_fired_time: 1.1413908005, output_fired_time: 0.7751581669, propagate_forward_time: 42.4655647278, propagate_backward_time: 56.6002044678, weight_update_time: 0.1087296531, other_time: 2.2826728821
epoch time: 8.6079950333s, input_fired_time: 0.1255813092, output_fired_time: 0.0000000000, propagate_forward_time: 8.1023893356, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3800239563
validation[          , genome  7122] predictions:    9687/  10000 (96.87%), best:    9708/10000 (97.08%), error:      1123.24707, best error:       965.01886 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 98.1407470703s, input_fired_time: 1.1311353445, output_fired_time: 0.7704799771, propagate_forward_time: 40.1824760437, propagate_backward_time: 53.8343162537, weight_update_time: 0.1046465710, other_time: 2.2223434448
epoch time: 7.9439320564s, input_fired_time: 0.1236273348, output_fired_time: 0.0000000000, propagate_forward_time: 7.4469223022, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3733825684
validation[          , genome  7122] predictions:    9700/  10000 (97.00%), best:    9708/10000 (97.08%), error:       983.03717, best error:       965.01886 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 109.3394241333s, input_fired_time: 1.1904721260, output_fired_time: 0.8320028782, propagate_forward_time: 45.2019996643, propagate_backward_time: 59.7397232056, weight_update_time: 0.1123188138, other_time: 2.3752250671
epoch time: 9.7108173370s, input_fired_time: 0.1367031038, output_fired_time: 0.0000000000, propagate_forward_time: 9.1476001740, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4265136719
validation[          , genome  7122] predictions:    9717/  10000 (97.17%), best:    9708/10000 (97.08%), error:       978.68005, best error:       965.01886 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 97.6267013550s, input_fired_time: 1.1352193356, output_fired_time: 0.7597433329, propagate_forward_time: 39.7308235168, propagate_backward_time: 53.7073059082, weight_update_time: 0.1073452309, other_time: 2.2936134338
epoch time: 8.0437402725s, input_fired_time: 0.1259498745, output_fired_time: 0.0000000000, propagate_forward_time: 7.5470962524, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3706941605
validation[          , genome  7122] predictions:    9661/  10000 (96.61%), best:    9708/10000 (97.08%), error:      1145.41406, best error:       965.01886 on epoch:    18, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 110.2371673584s, input_fired_time: 1.2051527500, output_fired_time: 0.8353576064, propagate_forward_time: 45.4887847900, propagate_backward_time: 60.2701721191, weight_update_time: 0.1161850542, other_time: 2.4376983643
epoch time: 10.3989095688s, input_fired_time: 0.1458426416, output_fired_time: 0.0000000000, propagate_forward_time: 9.8074169159, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4456501007
validation[          , genome  7122] predictions:    9684/  10000 (96.84%), best:    9708/10000 (97.08%), error:      1059.21509, best error:       965.01886 on epoch:    18, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 111.1468048096s, input_fired_time: 1.1969355345, output_fired_time: 0.8358823061, propagate_forward_time: 45.9047431946, propagate_backward_time: 60.7669830322, weight_update_time: 0.1152705699, other_time: 2.4422569275
epoch time: 10.1217660904s, input_fired_time: 0.1382257044, output_fired_time: 0.0000000000, propagate_forward_time: 9.5495290756, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4340114594
validation[          , genome  7122] predictions:    9643/  10000 (96.43%), best:    9708/10000 (97.08%), error:      1128.95691, best error:       965.01886 on epoch:    18, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 103.2928161621s, input_fired_time: 1.1471552849, output_fired_time: 0.7711986899, propagate_forward_time: 42.8513793945, propagate_backward_time: 56.2987632751, weight_update_time: 0.1062872708, other_time: 2.2243156433
epoch time: 8.8297243118s, input_fired_time: 0.1250333786, output_fired_time: 0.0000000000, propagate_forward_time: 8.3216848373, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3830060959
validation[          , genome  7122] predictions:    9704/  10000 (97.04%), best:    9704/10000 (97.04%), error:       963.05981, best error:       963.05981 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 109.8591384888s, input_fired_time: 1.1872540712, output_fired_time: 0.8221954703, propagate_forward_time: 45.2149925232, propagate_backward_time: 60.3498840332, weight_update_time: 0.1113030314, other_time: 2.2848091125
epoch time: 11.5663356781s, input_fired_time: 0.1550011635, output_fired_time: 0.0000000000, propagate_forward_time: 10.9388952255, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4724397659
validation[          , genome  7122] predictions:    9747/  10000 (97.47%), best:    9747/10000 (97.47%), error:       891.18756, best error:       891.18756 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 104.5378112793s, input_fired_time: 1.1433500051, output_fired_time: 0.7911311388, propagate_forward_time: 42.5364761353, propagate_backward_time: 57.8846702576, weight_update_time: 0.1074951440, other_time: 2.1821861267
epoch time: 8.5828876495s, input_fired_time: 0.1240005493, output_fired_time: 0.0000000000, propagate_forward_time: 8.0742521286, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3846349716
validation[          , genome  7122] predictions:    9653/  10000 (96.53%), best:    9747/10000 (97.47%), error:      1150.47107, best error:       891.18756 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 112.3346023560s, input_fired_time: 1.1898314953, output_fired_time: 0.8406825662, propagate_forward_time: 45.8983955383, propagate_backward_time: 62.1277313232, weight_update_time: 0.1123801619, other_time: 2.2779541016
epoch time: 8.7717561722s, input_fired_time: 0.1256956905, output_fired_time: 0.0000000000, propagate_forward_time: 8.2682037354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3778572083
validation[          , genome  7122] predictions:    9716/  10000 (97.16%), best:    9747/10000 (97.47%), error:       925.38458, best error:       891.18756 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 112.9354705811s, input_fired_time: 1.2291021347, output_fired_time: 0.8489156961, propagate_forward_time: 46.7723655701, propagate_backward_time: 61.7152099609, weight_update_time: 0.1163890958, other_time: 2.3698730469
epoch time: 9.1899671555s, input_fired_time: 0.1292318851, output_fired_time: 0.0000000000, propagate_forward_time: 8.6681871414, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3925485611
validation[          , genome  7122] predictions:    9631/  10000 (96.31%), best:    9747/10000 (97.47%), error:      1189.63794, best error:       891.18756 on epoch:    26, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 114.9582138062s, input_fired_time: 1.2228226662, output_fired_time: 0.8546273112, propagate_forward_time: 47.6183204651, propagate_backward_time: 62.8930854797, weight_update_time: 0.1180624738, other_time: 2.3693504333
epoch time: 11.2200641632s, input_fired_time: 0.1475467086, output_fired_time: 0.0000000000, propagate_forward_time: 10.6211290359, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4513883591
validation[          , genome  7122] predictions:    9722/  10000 (97.22%), best:    9747/10000 (97.47%), error:       931.94885, best error:       891.18756 on epoch:    26, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 100.5462799072s, input_fired_time: 1.1466141939, output_fired_time: 0.7737488151, propagate_forward_time: 41.0800514221, propagate_backward_time: 55.3411407471, weight_update_time: 0.1070477739, other_time: 2.2047233582
epoch time: 8.7680873871s, input_fired_time: 0.1259587854, output_fired_time: 0.0000000000, propagate_forward_time: 8.2623605728, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3797683716
validation[          , genome  7122] predictions:    9708/  10000 (97.08%), best:    9747/10000 (97.47%), error:       987.44147, best error:       891.18756 on epoch:    26, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 97.7076492310s, input_fired_time: 1.1350945234, output_fired_time: 0.7510001659, propagate_forward_time: 39.5961151123, propagate_backward_time: 54.0369071960, weight_update_time: 0.1044208780, other_time: 2.1885337830
epoch time: 8.2776403427s, input_fired_time: 0.1268069893, output_fired_time: 0.0000000000, propagate_forward_time: 7.7711639404, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3796691895
validation[          , genome  7122] predictions:    9732/  10000 (97.32%), best:    9747/10000 (97.47%), error:       907.06750, best error:       891.18756 on epoch:    26, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 99.3544540405s, input_fired_time: 1.1502872705, output_fired_time: 0.7638258338, propagate_forward_time: 40.5563507080, propagate_backward_time: 54.6679496765, weight_update_time: 0.1073548645, other_time: 2.2160453796
epoch time: 8.0311021805s, input_fired_time: 0.1270119697, output_fired_time: 0.0000000000, propagate_forward_time: 7.5303421021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3737483025
validation[          , genome  7122] predictions:    9735/  10000 (97.35%), best:    9747/10000 (97.47%), error:       941.66907, best error:       891.18756 on epoch:    26, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 92.8053283691s, input_fired_time: 1.1146334410, output_fired_time: 0.7287770510, propagate_forward_time: 37.3727874756, propagate_backward_time: 51.4709777832, weight_update_time: 0.1021595225, other_time: 2.1181564331
epoch time: 9.5212297440s, input_fired_time: 0.1358053088, output_fired_time: 0.0000000000, propagate_forward_time: 8.9800958633, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4053287506
validation[          , genome  7122] predictions:    9726/  10000 (97.26%), best:    9747/10000 (97.47%), error:       954.87109, best error:       891.18756 on epoch:    26, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 101.0762939453s, input_fired_time: 1.1322995424, output_fired_time: 0.7666882873, propagate_forward_time: 41.2602577209, propagate_backward_time: 55.7578697205, weight_update_time: 0.1032570601, other_time: 2.1591796875
epoch time: 8.7965145111s, input_fired_time: 0.1261876673, output_fired_time: 0.0000000000, propagate_forward_time: 8.2928972244, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3774299622
validation[          , genome  7122] predictions:    9689/  10000 (96.89%), best:    9747/10000 (97.47%), error:       992.92010, best error:       891.18756 on epoch:    26, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 114.0178070068s, input_fired_time: 1.2280951738, output_fired_time: 0.8611055017, propagate_forward_time: 47.1543502808, propagate_backward_time: 62.4312896729, weight_update_time: 0.1143640727, other_time: 2.3429641724
epoch time: 8.9266290665s, input_fired_time: 0.1292390823, output_fired_time: 0.0000000000, propagate_forward_time: 8.4148159027, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3825740814
validation[          , genome  7122] predictions:    9747/  10000 (97.47%), best:    9747/10000 (97.47%), error:       882.05511, best error:       882.05511 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 107.8311843872s, input_fired_time: 1.1947771311, output_fired_time: 0.8094881177, propagate_forward_time: 44.6832313538, propagate_backward_time: 58.8575782776, weight_update_time: 0.1099192575, other_time: 2.2861099243
epoch time: 8.5858783722s, input_fired_time: 0.1258851886, output_fired_time: 0.0000000000, propagate_forward_time: 8.0897817612, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3702116013
validation[          , genome  7122] predictions:    9646/  10000 (96.46%), best:    9747/10000 (97.47%), error:      1205.46362, best error:       882.05511 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 110.4151687622s, input_fired_time: 1.2159447670, output_fired_time: 0.8335198164, propagate_forward_time: 45.2572288513, propagate_backward_time: 60.7787818909, weight_update_time: 0.1140803844, other_time: 2.3296966553
epoch time: 8.0396432877s, input_fired_time: 0.1263657510, output_fired_time: 0.0000000000, propagate_forward_time: 7.5435256958, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3697519302
validation[          , genome  7122] predictions:    9735/  10000 (97.35%), best:    9747/10000 (97.47%), error:       896.81183, best error:       882.05511 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 101.5091476440s, input_fired_time: 1.1571429968, output_fired_time: 0.7688395977, propagate_forward_time: 41.5617561340, propagate_backward_time: 55.8108558655, weight_update_time: 0.1061559170, other_time: 2.2105560303
epoch time: 8.7370548248s, input_fired_time: 0.1273603588, output_fired_time: 0.0000000000, propagate_forward_time: 8.2342805862, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3754138947
validation[          , genome  7122] predictions:    9761/  10000 (97.61%), best:    9761/10000 (97.61%), error:       808.65784, best error:       808.65784 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 102.5190505981s, input_fired_time: 1.1478902102, output_fired_time: 0.7744715214, propagate_forward_time: 41.8040313721, propagate_backward_time: 56.6327133179, weight_update_time: 0.1047200710, other_time: 2.1599426270
epoch time: 10.4734239578s, input_fired_time: 0.1461306661, output_fired_time: 0.0000000000, propagate_forward_time: 9.8941383362, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4331550598
validation[          , genome  7122] predictions:    9686/  10000 (96.86%), best:    9761/10000 (97.61%), error:      1100.26367, best error:       808.65784 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 103.4107055664s, input_fired_time: 1.1948237419, output_fired_time: 0.7901910543, propagate_forward_time: 42.4249343872, propagate_backward_time: 56.7455749512, weight_update_time: 0.1103752553, other_time: 2.2551803589
epoch time: 8.0380039215s, input_fired_time: 0.1303690821, output_fired_time: 0.0000000000, propagate_forward_time: 7.5269718170, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3806629181
validation[          , genome  7122] predictions:    9765/  10000 (97.65%), best:    9765/10000 (97.65%), error:       794.86090, best error:       794.86090 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 113.0052490234s, input_fired_time: 1.2485576868, output_fired_time: 0.8455981612, propagate_forward_time: 46.8277549744, propagate_backward_time: 61.7045516968, weight_update_time: 0.1164156720, other_time: 2.3787918091
epoch time: 11.5755023956s, input_fired_time: 0.1567508727, output_fired_time: 0.0000000000, propagate_forward_time: 10.9507198334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4680318832
validation[          , genome  7122] predictions:    9667/  10000 (96.67%), best:    9765/10000 (97.65%), error:      1105.93774, best error:       794.86090 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 98.7357330322s, input_fired_time: 1.1627825499, output_fired_time: 0.7569397092, propagate_forward_time: 40.3012924194, propagate_backward_time: 54.2927398682, weight_update_time: 0.1074259952, other_time: 2.2219772339
epoch time: 7.9706764221s, input_fired_time: 0.1268501580, output_fired_time: 0.0000000000, propagate_forward_time: 7.4724683762, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3713579178
validation[          , genome  7122] predictions:    9707/  10000 (97.07%), best:    9765/10000 (97.65%), error:       977.40332, best error:       794.86090 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 103.9636077881s, input_fired_time: 1.1907116175, output_fired_time: 0.7922991514, propagate_forward_time: 42.2472763062, propagate_backward_time: 57.4711608887, weight_update_time: 0.1100579649, other_time: 2.2621612549
epoch time: 11.5536737442s, input_fired_time: 0.1553234905, output_fired_time: 0.0000000000, propagate_forward_time: 10.9327163696, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4656343460
validation[          , genome  7122] predictions:    9714/  10000 (97.14%), best:    9765/10000 (97.65%), error:      1006.10138, best error:       794.86090 on epoch:    41, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 102.9082946777s, input_fired_time: 1.1715590954, output_fired_time: 0.7821396589, propagate_forward_time: 42.2355766296, propagate_backward_time: 56.5173912048, weight_update_time: 0.1064037159, other_time: 2.2016220093
epoch time: 8.7359704971s, input_fired_time: 0.1276330948, output_fired_time: 0.0000000000, propagate_forward_time: 8.2298650742, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3784723282
validation[          , genome  7122] predictions:    9717/  10000 (97.17%), best:    9765/10000 (97.65%), error:       959.29236, best error:       794.86090 on epoch:    41, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 104.7328796387s, input_fired_time: 1.1697117090, output_fired_time: 0.7932629585, propagate_forward_time: 42.6633605957, propagate_backward_time: 57.9292182922, weight_update_time: 0.1054654345, other_time: 2.1773262024
epoch time: 7.6744523048s, input_fired_time: 0.1254981309, output_fired_time: 0.0000000000, propagate_forward_time: 7.1850161552, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3639378548
validation[          , genome  7122] predictions:    9723/  10000 (97.23%), best:    9765/10000 (97.65%), error:       964.88232, best error:       794.86090 on epoch:    41, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 107.5039596558s, input_fired_time: 1.2030082941, output_fired_time: 0.8168142438, propagate_forward_time: 43.9383659363, propagate_backward_time: 59.2503242493, weight_update_time: 0.1112737209, other_time: 2.2954483032
epoch time: 10.3997631073s, input_fired_time: 0.1474828571, output_fired_time: 0.0000000000, propagate_forward_time: 9.8073682785, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4449119568
validation[          , genome  7122] predictions:    9767/  10000 (97.67%), best:    9765/10000 (97.65%), error:       848.20251, best error:       794.86090 on epoch:    41, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 114.6279525757s, input_fired_time: 1.2465872765, output_fired_time: 0.8593066931, propagate_forward_time: 47.1950645447, propagate_backward_time: 62.9360580444, weight_update_time: 0.1164185107, other_time: 2.3909378052
epoch time: 9.9706068039s, input_fired_time: 0.1436464190, output_fired_time: 0.0000000000, propagate_forward_time: 9.4007368088, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4262237549
validation[          , genome  7122] predictions:    9745/  10000 (97.45%), best:    9765/10000 (97.65%), error:       853.99097, best error:       794.86090 on epoch:    41, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 113.3813400269s, input_fired_time: 1.2372673750, output_fired_time: 0.8441492319, propagate_forward_time: 46.8791389465, propagate_backward_time: 62.0509872437, weight_update_time: 0.1156448349, other_time: 2.3698043823
epoch time: 11.0326995850s, input_fired_time: 0.1504701674, output_fired_time: 0.0000000000, propagate_forward_time: 10.4290752411, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4531545639
validation[          , genome  7122] predictions:    9752/  10000 (97.52%), best:    9765/10000 (97.65%), error:       861.62061, best error:       794.86090 on epoch:    41, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 107.4352645874s, input_fired_time: 1.2184906006, output_fired_time: 0.7989889979, propagate_forward_time: 45.0376243591, propagate_backward_time: 58.0495223999, weight_update_time: 0.1130668670, other_time: 2.3306388855
epoch time: 8.5847024918s, input_fired_time: 0.1274703741, output_fired_time: 0.0000000000, propagate_forward_time: 8.0811491013, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3760833740
validation[          , genome  7122] predictions:    9753/  10000 (97.53%), best:    9765/10000 (97.65%), error:       839.63184, best error:       794.86090 on epoch:    41, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 105.4769439697s, input_fired_time: 1.1870028973, output_fired_time: 0.8041133881, propagate_forward_time: 43.8289680481, propagate_backward_time: 57.4688415527, weight_update_time: 0.1060998589, other_time: 2.1880149841
epoch time: 8.6500663757s, input_fired_time: 0.1272354424, output_fired_time: 0.0000000000, propagate_forward_time: 8.1414117813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3814191818
validation[          , genome  7122] predictions:    9751/  10000 (97.51%), best:    9765/10000 (97.65%), error:       852.25592, best error:       794.86090 on epoch:    41, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 103.4250030518s, input_fired_time: 1.1760474443, output_fired_time: 0.7807970643, propagate_forward_time: 43.1388549805, propagate_backward_time: 56.1590309143, weight_update_time: 0.1053359881, other_time: 2.1702690125
epoch time: 8.5060091019s, input_fired_time: 0.1273989677, output_fired_time: 0.0000000000, propagate_forward_time: 8.0043678284, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3742427826
validation[          , genome  7122] predictions:    9766/  10000 (97.66%), best:    9765/10000 (97.65%), error:       819.13312, best error:       794.86090 on epoch:    41, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 117.4974136353s, input_fired_time: 1.2645998001, output_fired_time: 0.8719121814, propagate_forward_time: 48.4136276245, propagate_backward_time: 64.5297927856, weight_update_time: 0.1194328144, other_time: 2.4174804688
epoch time: 9.9521322250s, input_fired_time: 0.1492559463, output_fired_time: 0.0000000000, propagate_forward_time: 9.3769416809, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4259347916
validation[          , genome  7122] predictions:    9767/  10000 (97.67%), best:    9765/10000 (97.65%), error:       844.33911, best error:       794.86090 on epoch:    41, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 108.2832107544s, input_fired_time: 1.2016893625, output_fired_time: 0.8049161434, propagate_forward_time: 44.8875694275, propagate_backward_time: 59.1116485596, weight_update_time: 0.1109193787, other_time: 2.2773857117
epoch time: 9.7934923172s, input_fired_time: 0.1402328610, output_fired_time: 0.0000000000, propagate_forward_time: 9.2365388870, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4167203903
validation[          , genome  7122] predictions:    9740/  10000 (97.40%), best:    9765/10000 (97.65%), error:       885.33643, best error:       794.86090 on epoch:    41, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 110.8734436035s, input_fired_time: 1.2360998392, output_fired_time: 0.8380100131, propagate_forward_time: 45.7730789185, propagate_backward_time: 60.7154731750, weight_update_time: 0.1124595776, other_time: 2.3107795715
epoch time: 10.2753248215s, input_fired_time: 0.1442959309, output_fired_time: 0.0000000000, propagate_forward_time: 9.6923503876, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4386787415
validation[          , genome  7122] predictions:    9746/  10000 (97.46%), best:    9765/10000 (97.65%), error:       913.01526, best error:       794.86090 on epoch:    41, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 108.4404373169s, input_fired_time: 1.2090369463, output_fired_time: 0.8154509068, propagate_forward_time: 44.4056625366, propagate_backward_time: 59.7245712280, weight_update_time: 0.1115901768, other_time: 2.2857131958
epoch time: 9.6483306885s, input_fired_time: 0.1369496435, output_fired_time: 0.0000000000, propagate_forward_time: 9.1077337265, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4036474228
validation[          , genome  7122] predictions:    9699/  10000 (96.99%), best:    9765/10000 (97.65%), error:      1013.15552, best error:       794.86090 on epoch:    41, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 100.0175094604s, input_fired_time: 1.1412384510, output_fired_time: 0.7501783371, propagate_forward_time: 40.5316886902, propagate_backward_time: 55.4639892578, weight_update_time: 0.1031290665, other_time: 2.1304206848
epoch time: 9.4698095322s, input_fired_time: 0.1363330632, output_fired_time: 0.0000000000, propagate_forward_time: 8.9342651367, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3992109299
validation[          , genome  7122] predictions:    9747/  10000 (97.47%), best:    9765/10000 (97.65%), error:       856.89532, best error:       794.86090 on epoch:    41, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 112.3643951416s, input_fired_time: 1.2326287031, output_fired_time: 0.8372418284, propagate_forward_time: 46.0156364441, propagate_backward_time: 61.9428520203, weight_update_time: 0.1140994579, other_time: 2.3360328674
epoch time: 11.5267620087s, input_fired_time: 0.1614968330, output_fired_time: 0.0000000000, propagate_forward_time: 10.8902988434, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4749660492
validation[          , genome  7122] predictions:    9749/  10000 (97.49%), best:    9765/10000 (97.65%), error:       886.69843, best error:       794.86090 on epoch:    41, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 109.7234649658s, input_fired_time: 1.2122043371, output_fired_time: 0.8183671832, propagate_forward_time: 45.3368606567, propagate_backward_time: 60.0665702820, weight_update_time: 0.1110614762, other_time: 2.2894630432
epoch time: 9.4082946777s, input_fired_time: 0.1360034049, output_fired_time: 0.0000000000, propagate_forward_time: 8.8767652512, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3955259323
validation[          , genome  7122] predictions:    9721/  10000 (97.21%), best:    9765/10000 (97.65%), error:       943.02789, best error:       794.86090 on epoch:    41, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 105.8031082153s, input_fired_time: 1.2005094290, output_fired_time: 0.8042309284, propagate_forward_time: 43.3273239136, propagate_backward_time: 58.2248191833, weight_update_time: 0.1091181710, other_time: 2.2462272644
epoch time: 10.2554121017s, input_fired_time: 0.1463715732, output_fired_time: 0.0000000000, propagate_forward_time: 9.6872110367, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4218292236
validation[          , genome  7122] predictions:    9713/  10000 (97.13%), best:    9765/10000 (97.65%), error:      1031.73975, best error:       794.86090 on epoch:    41, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 103.2828445435s, input_fired_time: 1.1857725382, output_fired_time: 0.7876925468, propagate_forward_time: 42.6905670166, propagate_backward_time: 56.4253082275, weight_update_time: 0.1061413959, other_time: 2.1935043335
epoch time: 8.1924705505s, input_fired_time: 0.1324581355, output_fired_time: 0.0000000000, propagate_forward_time: 7.6848278046, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3751850128
validation[          , genome  7122] predictions:    9747/  10000 (97.47%), best:    9765/10000 (97.65%), error:       883.01794, best error:       794.86090 on epoch:    41, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 105.0632095337s, input_fired_time: 1.1923311949, output_fired_time: 0.7855743766, propagate_forward_time: 42.7336883545, propagate_backward_time: 58.1115608215, weight_update_time: 0.1078405380, other_time: 2.2400550842
epoch time: 8.9035253525s, input_fired_time: 0.1319751590, output_fired_time: 0.0000000000, propagate_forward_time: 8.3863468170, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3852033615
validation[          , genome  7122] predictions:    9694/  10000 (96.94%), best:    9765/10000 (97.65%), error:      1054.85889, best error:       794.86090 on epoch:    41, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 110.7246704102s, input_fired_time: 1.2308235168, output_fired_time: 0.8336555958, propagate_forward_time: 45.5475273132, propagate_backward_time: 60.8158073425, weight_update_time: 0.1122894734, other_time: 2.2968597412
epoch time: 10.2823343277s, input_fired_time: 0.1490233094, output_fired_time: 0.0000000000, propagate_forward_time: 9.7019023895, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4314088821
validation[          , genome  7122] predictions:    9701/  10000 (97.01%), best:    9765/10000 (97.65%), error:       992.05756, best error:       794.86090 on epoch:    41, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 113.2215576172s, input_fired_time: 1.2452715635, output_fired_time: 0.8547980189, propagate_forward_time: 46.6898727417, propagate_backward_time: 62.0929908752, weight_update_time: 0.1139045581, other_time: 2.3386268616
epoch time: 7.8557243347s, input_fired_time: 0.1280325800, output_fired_time: 0.0000000000, propagate_forward_time: 7.3580517769, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3696398735
validation[          , genome  7122] predictions:    9758/  10000 (97.58%), best:    9765/10000 (97.65%), error:       875.33478, best error:       794.86090 on epoch:    41, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 107.7967453003s, input_fired_time: 1.2132905722, output_fired_time: 0.8173739910, propagate_forward_time: 44.1440429688, propagate_backward_time: 59.3404731750, weight_update_time: 0.1120654792, other_time: 2.2815666199
epoch time: 9.9286680222s, input_fired_time: 0.1446518153, output_fired_time: 0.0000000000, propagate_forward_time: 9.3607091904, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4233074188
validation[          , genome  7122] predictions:    9758/  10000 (97.58%), best:    9765/10000 (97.65%), error:       840.24396, best error:       794.86090 on epoch:    41, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 114.9598464966s, input_fired_time: 1.2474999428, output_fired_time: 0.8549188375, propagate_forward_time: 47.3673782349, propagate_backward_time: 63.1286582947, weight_update_time: 0.1162218228, other_time: 2.3613929749
epoch time: 8.0194072723s, input_fired_time: 0.1288454533, output_fired_time: 0.0000000000, propagate_forward_time: 7.5177645683, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3727974892
validation[          , genome  7122] predictions:    9741/  10000 (97.41%), best:    9765/10000 (97.65%), error:       884.63434, best error:       794.86090 on epoch:    41, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 103.3126678467s, input_fired_time: 1.1926457882, output_fired_time: 0.7886784673, propagate_forward_time: 42.2604827881, propagate_backward_time: 56.8347778320, weight_update_time: 0.1094571948, other_time: 2.2360839844
epoch time: 8.0961275101s, input_fired_time: 0.1296523660, output_fired_time: 0.0000000000, propagate_forward_time: 7.5962138176, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3702611923
validation[          , genome  7122] predictions:    9698/  10000 (96.98%), best:    9765/10000 (97.65%), error:       980.05853, best error:       794.86090 on epoch:    41, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 99.3455886841s, input_fired_time: 1.1443594694, output_fired_time: 0.7493163347, propagate_forward_time: 41.1004562378, propagate_backward_time: 54.2268180847, weight_update_time: 0.1023608819, other_time: 2.1246452332
epoch time: 8.6645183563s, input_fired_time: 0.1295520216, output_fired_time: 0.0000000000, propagate_forward_time: 8.1520748138, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3828916550
validation[          , genome  7122] predictions:    9627/  10000 (96.27%), best:    9765/10000 (97.65%), error:      1269.34497, best error:       794.86090 on epoch:    41, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 103.0403442383s, input_fired_time: 1.1890021563, output_fired_time: 0.7867212296, propagate_forward_time: 42.1590042114, propagate_backward_time: 56.6744232178, weight_update_time: 0.1083399206, other_time: 2.2311935425
epoch time: 8.5544586182s, input_fired_time: 0.1280017495, output_fired_time: 0.0000000000, propagate_forward_time: 8.0516519547, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3748044968
validation[          , genome  7122] predictions:    9494/  10000 (94.94%), best:    9765/10000 (97.65%), error:      1623.70056, best error:       794.86090 on epoch:    41, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 103.8438644409s, input_fired_time: 1.1915354729, output_fired_time: 0.7821624875, propagate_forward_time: 42.4785118103, propagate_backward_time: 57.1529350281, weight_update_time: 0.1088626161, other_time: 2.2387161255
epoch time: 8.9437694550s, input_fired_time: 0.1327229440, output_fired_time: 0.0000000000, propagate_forward_time: 8.4235754013, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3874711990
validation[          , genome  7122] predictions:    9730/  10000 (97.30%), best:    9765/10000 (97.65%), error:       935.51526, best error:       794.86090 on epoch:    41, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 107.1739501953s, input_fired_time: 1.1956921816, output_fired_time: 0.8060394526, propagate_forward_time: 43.8829917908, propagate_backward_time: 59.0238685608, weight_update_time: 0.1088385731, other_time: 2.2653579712
epoch time: 10.7283601761s, input_fired_time: 0.1511096805, output_fired_time: 0.0000000000, propagate_forward_time: 10.1297245026, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4475259781
validation[          , genome  7122] predictions:    9723/  10000 (97.23%), best:    9765/10000 (97.65%), error:       940.60425, best error:       794.86090 on epoch:    41, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 110.2901077271s, input_fired_time: 1.2374441624, output_fired_time: 0.8298380375, propagate_forward_time: 45.3381500244, propagate_backward_time: 60.5408706665, weight_update_time: 0.1143020317, other_time: 2.3438034058
epoch time: 10.5999593735s, input_fired_time: 0.1488940567, output_fired_time: 0.0000000000, propagate_forward_time: 10.0136880875, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4373769760
validation[          , genome  7122] predictions:    9744/  10000 (97.44%), best:    9765/10000 (97.65%), error:       893.73981, best error:       794.86090 on epoch:    41, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 106.1308898926s, input_fired_time: 1.2021940947, output_fired_time: 0.7942561507, propagate_forward_time: 43.7327041626, propagate_backward_time: 58.1393737793, weight_update_time: 0.1093241349, other_time: 2.2623596191
epoch time: 9.2427606583s, input_fired_time: 0.1366528273, output_fired_time: 0.0000000000, propagate_forward_time: 8.7057085037, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4003992081
validation[          , genome  7122] predictions:    9703/  10000 (97.03%), best:    9765/10000 (97.65%), error:      1000.41144, best error:       794.86090 on epoch:    41, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 106.6195831299s, input_fired_time: 1.2033677101, output_fired_time: 0.8071100712, propagate_forward_time: 43.3407478333, propagate_backward_time: 59.0132522583, weight_update_time: 0.1101632863, other_time: 2.2551002502
epoch time: 9.4332084656s, input_fired_time: 0.1378552914, output_fired_time: 0.0000000000, propagate_forward_time: 8.8920135498, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4033393860
validation[          , genome  7122] predictions:    9725/  10000 (97.25%), best:    9765/10000 (97.65%), error:       950.17273, best error:       794.86090 on epoch:    41, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 104.1219253540s, input_fired_time: 1.1801364422, output_fired_time: 0.7717537880, propagate_forward_time: 43.0095825195, propagate_backward_time: 56.9265365601, weight_update_time: 0.1084153131, other_time: 2.2339172363
epoch time: 9.1511964798s, input_fired_time: 0.1351984143, output_fired_time: 0.0000000000, propagate_forward_time: 8.6202278137, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3957700729
validation[          , genome  7122] predictions:    9744/  10000 (97.44%), best:    9765/10000 (97.65%), error:       920.94159, best error:       794.86090 on epoch:    41, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 118.7012481689s, input_fired_time: 1.2762303352, output_fired_time: 0.8792699575, propagate_forward_time: 49.2456512451, propagate_backward_time: 64.8891983032, weight_update_time: 0.1189334169, other_time: 2.4108963013
epoch time: 8.7347126007s, input_fired_time: 0.1305510998, output_fired_time: 0.0000000000, propagate_forward_time: 8.2214555740, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3827056885
validation[          , genome  7122] predictions:    9729/  10000 (97.29%), best:    9765/10000 (97.65%), error:       939.53796, best error:       794.86090 on epoch:    41, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 101.5293960571s, input_fired_time: 1.1732901335, output_fired_time: 0.7638115287, propagate_forward_time: 41.6873931885, propagate_backward_time: 55.7206802368, weight_update_time: 0.1062677130, other_time: 2.1842269897
epoch time: 7.8342633247s, input_fired_time: 0.1290231198, output_fired_time: 0.0000000000, propagate_forward_time: 7.3415246010, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3637156487
validation[          , genome  7122] predictions:    9698/  10000 (96.98%), best:    9765/10000 (97.65%), error:      1031.47168, best error:       794.86090 on epoch:    41, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 95.3399963379s, input_fired_time: 1.1573516130, output_fired_time: 0.7392725945, propagate_forward_time: 38.5378189087, propagate_backward_time: 52.7400550842, weight_update_time: 0.1046047658, other_time: 2.1655006409
epoch time: 8.0532598495s, input_fired_time: 0.1316074431, output_fired_time: 0.0000000000, propagate_forward_time: 7.5462765694, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3753757477
validation[          , genome  7122] predictions:    9695/  10000 (96.95%), best:    9765/10000 (97.65%), error:       997.16919, best error:       794.86090 on epoch:    41, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 108.1495361328s, input_fired_time: 1.2126469612, output_fired_time: 0.8107522726, propagate_forward_time: 44.9366569519, propagate_backward_time: 58.9489822388, weight_update_time: 0.1090406552, other_time: 2.2404975891
epoch time: 9.8601293564s, input_fired_time: 0.1419397444, output_fired_time: 0.0000000000, propagate_forward_time: 9.3036651611, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4145240784
validation[          , genome  7122] predictions:    9754/  10000 (97.54%), best:    9765/10000 (97.65%), error:       832.76447, best error:       794.86090 on epoch:    41, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 99.9036254883s, input_fired_time: 1.1722725630, output_fired_time: 0.7594008446, propagate_forward_time: 40.8850402832, propagate_backward_time: 54.8874588013, weight_update_time: 0.1069099829, other_time: 2.1994552612
epoch time: 7.8290657997s, input_fired_time: 0.1286902279, output_fired_time: 0.0000000000, propagate_forward_time: 7.3365902901, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3637852669
validation[          , genome  7122] predictions:    9775/  10000 (97.75%), best:    9765/10000 (97.65%), error:       797.21301, best error:       794.86090 on epoch:    41, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 113.2554168701s, input_fired_time: 1.2516964674, output_fired_time: 0.8394894600, propagate_forward_time: 46.7212066650, propagate_backward_time: 62.0471687317, weight_update_time: 0.1168100014, other_time: 2.3958549500
epoch time: 8.8282814026s, input_fired_time: 0.1319914758, output_fired_time: 0.0000000000, propagate_forward_time: 8.3113079071, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3849821091
validation[          , genome  7122] predictions:    9739/  10000 (97.39%), best:    9765/10000 (97.65%), error:       895.50708, best error:       794.86090 on epoch:    41, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 102.1583786011s, input_fired_time: 1.1894677877, output_fired_time: 0.7721959352, propagate_forward_time: 41.7525634766, propagate_backward_time: 56.2106132507, weight_update_time: 0.1076267958, other_time: 2.2335395813
epoch time: 8.7779684067s, input_fired_time: 0.1321096569, output_fired_time: 0.0000000000, propagate_forward_time: 8.2587375641, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3871212006
validation[          , genome  7122] predictions:    9683/  10000 (96.83%), best:    9765/10000 (97.65%), error:      1081.20447, best error:       794.86090 on epoch:    41, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 103.5434646606s, input_fired_time: 1.1909493208, output_fired_time: 0.7781488299, propagate_forward_time: 43.5579414368, propagate_backward_time: 55.8113098145, weight_update_time: 0.1059473604, other_time: 2.2051124573
epoch time: 11.5223522186s, input_fired_time: 0.1636889726, output_fired_time: 0.0000000000, propagate_forward_time: 10.8867044449, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4719591141
validation[          , genome  7122] predictions:    9732/  10000 (97.32%), best:    9765/10000 (97.65%), error:       897.22687, best error:       794.86090 on epoch:    41, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 103.3244552612s, input_fired_time: 1.2056533098, output_fired_time: 0.7871150374, propagate_forward_time: 42.4560890198, propagate_backward_time: 56.6489715576, weight_update_time: 0.1071517393, other_time: 2.2266273499
epoch time: 8.8443346024s, input_fired_time: 0.1333785802, output_fired_time: 0.0000000000, propagate_forward_time: 8.3199872971, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3909683228
validation[          , genome  7122] predictions:    9754/  10000 (97.54%), best:    9765/10000 (97.65%), error:       877.58325, best error:       794.86090 on epoch:    41, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 101.1955871582s, input_fired_time: 1.1714451313, output_fired_time: 0.7673590183, propagate_forward_time: 41.6411857605, propagate_backward_time: 55.4678573608, weight_update_time: 0.1026044786, other_time: 2.1477394104
epoch time: 8.8326625824s, input_fired_time: 0.1320503205, output_fired_time: 0.0000000000, propagate_forward_time: 8.3177623749, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3828496933
validation[          , genome  7122] predictions:    9662/  10000 (96.62%), best:    9765/10000 (97.65%), error:      1124.73291, best error:       794.86090 on epoch:    41, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 102.7916564941s, input_fired_time: 1.1931149960, output_fired_time: 0.7725017667, propagate_forward_time: 42.0953750610, propagate_backward_time: 56.5312652588, weight_update_time: 0.1071510091, other_time: 2.1994018555
epoch time: 8.5569486618s, input_fired_time: 0.1309587210, output_fired_time: 0.0000000000, propagate_forward_time: 8.0494136810, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3765764236
validation[          , genome  7122] predictions:    9736/  10000 (97.36%), best:    9765/10000 (97.65%), error:       907.20148, best error:       794.86090 on epoch:    41, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 107.7159194946s, input_fired_time: 1.2123507261, output_fired_time: 0.7953136563, propagate_forward_time: 44.6029930115, propagate_backward_time: 58.8391380310, weight_update_time: 0.1107316241, other_time: 2.2661285400
epoch time: 8.4991598129s, input_fired_time: 0.1303969771, output_fired_time: 0.0000000000, propagate_forward_time: 7.9940729141, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3746900558
validation[          , genome  7122] predictions:    9686/  10000 (96.86%), best:    9765/10000 (97.65%), error:      1027.02454, best error:       794.86090 on epoch:    41, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 107.0038146973s, input_fired_time: 1.2134038210, output_fired_time: 0.8056238890, propagate_forward_time: 43.5830764771, propagate_backward_time: 59.1062088013, weight_update_time: 0.1117221937, other_time: 2.2955017090
epoch time: 7.7200746536s, input_fired_time: 0.1288104951, output_fired_time: 0.0000000000, propagate_forward_time: 7.2312402725, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3600239754
validation[          , genome  7122] predictions:    9710/  10000 (97.10%), best:    9765/10000 (97.65%), error:       962.59167, best error:       794.86090 on epoch:    41, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 95.5635375977s, input_fired_time: 1.1629626751, output_fired_time: 0.7375206351, propagate_forward_time: 38.7500839233, propagate_backward_time: 52.7487487793, weight_update_time: 0.1047217697, other_time: 2.1642227173
epoch time: 9.4731378555s, input_fired_time: 0.1447986513, output_fired_time: 0.0000000000, propagate_forward_time: 8.9240427017, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4042968750
validation[          , genome  7122] predictions:    9747/  10000 (97.47%), best:    9765/10000 (97.65%), error:       900.54449, best error:       794.86090 on epoch:    41, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 104.2368698120s, input_fired_time: 1.1899551153, output_fired_time: 0.7821733952, propagate_forward_time: 42.8304672241, propagate_backward_time: 57.2408714294, weight_update_time: 0.1062371805, other_time: 2.1934013367
epoch time: 8.7440109253s, input_fired_time: 0.1336322278, output_fired_time: 0.0000000000, propagate_forward_time: 8.2293834686, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3809947968
validation[          , genome  7122] predictions:    9679/  10000 (96.79%), best:    9765/10000 (97.65%), error:      1073.32288, best error:       794.86090 on epoch:    41, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 109.2811126709s, input_fired_time: 1.2174750566, output_fired_time: 0.8134214878, propagate_forward_time: 44.7951850891, propagate_backward_time: 60.1778907776, weight_update_time: 0.1118204221, other_time: 2.2771377563
epoch time: 10.3877792358s, input_fired_time: 0.1548526883, output_fired_time: 0.0000000000, propagate_forward_time: 9.7917165756, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4412097931
validation[          , genome  7122] predictions:    9711/  10000 (97.11%), best:    9765/10000 (97.65%), error:       979.92682, best error:       794.86090 on epoch:    41, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 103.2987060547s, input_fired_time: 1.1872434616, output_fired_time: 0.7795740962, propagate_forward_time: 42.0144042969, propagate_backward_time: 57.1166915894, weight_update_time: 0.1071610376, other_time: 2.2007980347
epoch time: 7.6702561378s, input_fired_time: 0.1289118826, output_fired_time: 0.0000000000, propagate_forward_time: 7.1805300713, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3608140945
validation[          , genome  7122] predictions:    9695/  10000 (96.95%), best:    9765/10000 (97.65%), error:      1024.88403, best error:       794.86090 on epoch:    41, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 103.0378646851s, input_fired_time: 1.1804684401, output_fired_time: 0.7728880644, propagate_forward_time: 42.7657127380, propagate_backward_time: 56.1297378540, weight_update_time: 0.1068877056, other_time: 2.1890602112
epoch time: 8.6785650253s, input_fired_time: 0.1318701059, output_fired_time: 0.0000000000, propagate_forward_time: 8.1665048599, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3801898956
validation[          , genome  7122] predictions:    9731/  10000 (97.31%), best:    9765/10000 (97.65%), error:       906.11578, best error:       794.86090 on epoch:    41, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 102.2418365479s, input_fired_time: 1.1829333305, output_fired_time: 0.7722886205, propagate_forward_time: 41.5082321167, propagate_backward_time: 56.5831871033, weight_update_time: 0.1062639803, other_time: 2.1952018738
epoch time: 8.7930736542s, input_fired_time: 0.1330894083, output_fired_time: 0.0000000000, propagate_forward_time: 8.2841892242, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3757953644
validation[          , genome  7122] predictions:    9744/  10000 (97.44%), best:    9765/10000 (97.65%), error:       857.85480, best error:       794.86090 on epoch:    41, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 107.9463958740s, input_fired_time: 1.2091468573, output_fired_time: 0.8021674156, propagate_forward_time: 44.2406272888, propagate_backward_time: 59.4274024963, weight_update_time: 0.1102823764, other_time: 2.2670516968
epoch time: 8.7548084259s, input_fired_time: 0.1331622601, output_fired_time: 0.0000000000, propagate_forward_time: 8.2351551056, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3864908218
validation[          , genome  7122] predictions:    9703/  10000 (97.03%), best:    9765/10000 (97.65%), error:      1003.27985, best error:       794.86090 on epoch:    41, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 105.5494461060s, input_fired_time: 1.2224122286, output_fired_time: 0.8059749603, propagate_forward_time: 43.6970291138, propagate_backward_time: 57.5303192139, weight_update_time: 0.1108699143, other_time: 2.2937088013
epoch time: 9.9670200348s, input_fired_time: 0.1452141404, output_fired_time: 0.0000000000, propagate_forward_time: 9.4054288864, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4163770676
validation[          , genome  7122] predictions:    9765/  10000 (97.65%), best:    9765/10000 (97.65%), error:       810.75085, best error:       794.86090 on epoch:    41, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 105.9166336060s, input_fired_time: 1.2078487873, output_fired_time: 0.7999794483, propagate_forward_time: 43.4070968628, propagate_backward_time: 58.2384262085, weight_update_time: 0.1091337577, other_time: 2.2632827759
epoch time: 8.6572246552s, input_fired_time: 0.1315391511, output_fired_time: 0.0000000000, propagate_forward_time: 8.1450328827, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3806524277
validation[          , genome  7122] predictions:    9728/  10000 (97.28%), best:    9765/10000 (97.65%), error:       935.96869, best error:       794.86090 on epoch:    41, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 107.8009719849s, input_fired_time: 1.2154830694, output_fired_time: 0.7991892695, propagate_forward_time: 44.2245521545, propagate_backward_time: 59.2794456482, weight_update_time: 0.1107308865, other_time: 2.2823028564
epoch time: 9.5132684708s, input_fired_time: 0.1404683143, output_fired_time: 0.0000000000, propagate_forward_time: 8.9677295685, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4050703049
validation[          , genome  7122] predictions:    9752/  10000 (97.52%), best:    9765/10000 (97.65%), error:       814.91016, best error:       794.86090 on epoch:    41, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 114.4700088501s, input_fired_time: 1.2599793673, output_fired_time: 0.8590926528, propagate_forward_time: 47.2622871399, propagate_backward_time: 62.7526245117, weight_update_time: 0.1143370718, other_time: 2.3360290527
epoch time: 7.9051518440s, input_fired_time: 0.1315208673, output_fired_time: 0.0000000000, propagate_forward_time: 7.4036355019, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3699955940
validation[          , genome  7122] predictions:    9704/  10000 (97.04%), best:    9765/10000 (97.65%), error:      1011.79993, best error:       794.86090 on epoch:    41, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 109.9872207642s, input_fired_time: 1.2430850267, output_fired_time: 0.8202532530, propagate_forward_time: 45.0132331848, propagate_backward_time: 60.5644531250, weight_update_time: 0.1151820421, other_time: 2.3461952209
epoch time: 10.9771642685s, input_fired_time: 0.1579803824, output_fired_time: 0.0000000000, propagate_forward_time: 10.3592710495, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4599132538
validation[          , genome  7122] predictions:    9715/  10000 (97.15%), best:    9765/10000 (97.65%), error:       980.53265, best error:       794.86090 on epoch:    41, 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: 46.0911216736s, input_fired_time: 0.6984024048, output_fired_time: 0.0000000000, propagate_forward_time: 43.3233070374, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0694122314
best training[          , genome  7122] predictions:   49376/  50000 (98.75%), best:    9765/10000 (97.65%), error:      2176.69019, best error:       794.86090 on epoch:    41, 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: 10.7966127396s, input_fired_time: 0.1477691531, output_fired_time: 0.0000000000, propagate_forward_time: 10.2005977631, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4482460022
   testing[          , genome  7122] predictions:    9778/  10000 (97.78%), best:    9765/10000 (97.65%), error:       711.44678, best error:       794.86090 on epoch:    41, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
11:18:35 (45382): called boinc_finish(0)

</stderr_txt>
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