Nameexact_genome_1512568488_41_7142_1
Workunit2607014
Created8 Dec 2017, 0:10:38 UTC
Sent8 Dec 2017, 0:13:13 UTC
Report deadline14 Dec 2017, 17:03:30 UTC
Received8 Dec 2017, 12:03:03 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID62433
Run time3 hours 29 min 43 sec
CPU time3 hours 29 min 24 sec
Validate stateValid
Credit1,675.40
Device peak FLOPS3.02 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size155.27 MB
Peak swap size158.34 MB
Peak disk usage2.03 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
.4682092667, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5191431046
validation[          , genome  7142] predictions:    9663/  10000 (96.63%), best:    9663/10000 (96.63%), error:      1102.15796, best error:      1102.15796 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 115.2352371216s, input_fired_time: 1.0022147894, output_fired_time: 0.8933624029, propagate_forward_time: 43.5588417053, propagate_backward_time: 66.7925338745, weight_update_time: 0.1519196630, other_time: 2.9882888794
epoch time: 9.3596792221s, input_fired_time: 0.1230809316, output_fired_time: 0.0000000000, propagate_forward_time: 8.7186470032, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5179510117
validation[          , genome  7142] predictions:    9666/  10000 (96.66%), best:    9663/10000 (96.63%), error:      1122.68762, best error:      1102.15796 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 114.5422668457s, input_fired_time: 0.9980314970, output_fired_time: 0.8806830049, propagate_forward_time: 43.4323196411, propagate_backward_time: 66.3046646118, weight_update_time: 0.1504826695, other_time: 2.9265670776
epoch time: 9.4382200241s, input_fired_time: 0.1263372153, output_fired_time: 0.0000000000, propagate_forward_time: 8.7810316086, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5308513641
validation[          , genome  7142] predictions:    9671/  10000 (96.71%), best:    9671/10000 (96.71%), error:      1095.95288, best error:      1095.95288 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 114.4510955811s, input_fired_time: 1.0002151728, output_fired_time: 0.8792417049, propagate_forward_time: 43.0654792786, propagate_backward_time: 66.5295257568, weight_update_time: 0.1519264281, other_time: 2.9766387939
epoch time: 9.0933189392s, input_fired_time: 0.1220457181, output_fired_time: 0.0000000000, propagate_forward_time: 8.4419927597, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5292806625
validation[          , genome  7142] predictions:    9624/  10000 (96.24%), best:    9671/10000 (96.71%), error:      1283.40234, best error:      1095.95288 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 115.1476516724s, input_fired_time: 1.0073504448, output_fired_time: 0.8873285651, propagate_forward_time: 43.6607971191, propagate_backward_time: 66.6820755005, weight_update_time: 0.1512615234, other_time: 2.9101028442
epoch time: 9.6216716766s, input_fired_time: 0.1284974217, output_fired_time: 0.0000000000, propagate_forward_time: 8.9633474350, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5298271179
validation[          , genome  7142] predictions:    9657/  10000 (96.57%), best:    9671/10000 (96.71%), error:      1181.32935, best error:      1095.95288 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 113.9324493408s, input_fired_time: 0.9962804914, output_fired_time: 0.8803644180, propagate_forward_time: 43.1214790344, propagate_backward_time: 66.0357818604, weight_update_time: 0.1497423798, other_time: 2.8985443115
epoch time: 9.2967710495s, input_fired_time: 0.1250143498, output_fired_time: 0.0000000000, propagate_forward_time: 8.6263628006, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5453939438
validation[          , genome  7142] predictions:    9641/  10000 (96.41%), best:    9671/10000 (96.71%), error:      1167.11169, best error:      1095.95288 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 114.8877792358s, input_fired_time: 1.0067012310, output_fired_time: 0.8870886564, propagate_forward_time: 43.4494361877, propagate_backward_time: 66.5286178589, weight_update_time: 0.1524998695, other_time: 3.0159378052
epoch time: 9.3830471039s, input_fired_time: 0.1255195141, output_fired_time: 0.0000000000, propagate_forward_time: 8.7331886292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5243387222
validation[          , genome  7142] predictions:    9674/  10000 (96.74%), best:    9671/10000 (96.71%), error:      1147.69824, best error:      1095.95288 on epoch:    16, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 115.3365936279s, input_fired_time: 1.0013397932, output_fired_time: 0.8904243708, propagate_forward_time: 43.6065330505, propagate_backward_time: 66.9212036133, weight_update_time: 0.1507757902, other_time: 2.9170837402
epoch time: 9.3419809341s, input_fired_time: 0.1252332926, output_fired_time: 0.0000000000, propagate_forward_time: 8.6963176727, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5204296112
validation[          , genome  7142] predictions:    9625/  10000 (96.25%), best:    9671/10000 (96.71%), error:      1225.08008, best error:      1095.95288 on epoch:    16, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 114.7782287598s, input_fired_time: 1.0041476488, output_fired_time: 0.8852325678, propagate_forward_time: 43.2949066162, propagate_backward_time: 66.6232757568, weight_update_time: 0.1509215534, other_time: 2.9706649780
epoch time: 9.4229726791s, input_fired_time: 0.1264616251, output_fired_time: 0.0000000000, propagate_forward_time: 8.7714748383, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5250358582
validation[          , genome  7142] predictions:    9661/  10000 (96.61%), best:    9671/10000 (96.71%), error:      1118.51880, best error:      1095.95288 on epoch:    16, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 113.8713226318s, input_fired_time: 0.9980557561, output_fired_time: 0.8810095787, propagate_forward_time: 42.8772468567, propagate_backward_time: 66.1820220947, weight_update_time: 0.1492422223, other_time: 2.9329833984
epoch time: 9.3487653732s, input_fired_time: 0.1245652288, output_fired_time: 0.0000000000, propagate_forward_time: 8.7144861221, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5097141266
validation[          , genome  7142] predictions:    9669/  10000 (96.69%), best:    9669/10000 (96.69%), error:      1049.78418, best error:      1049.78418 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 114.9366226196s, input_fired_time: 0.9986163974, output_fired_time: 0.8836126924, propagate_forward_time: 43.3752822876, propagate_backward_time: 66.7732391357, weight_update_time: 0.1510961503, other_time: 2.9058685303
epoch time: 9.2907781601s, input_fired_time: 0.1250904202, output_fired_time: 0.0000000000, propagate_forward_time: 8.6329689026, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5327186584
validation[          , genome  7142] predictions:    9675/  10000 (96.75%), best:    9669/10000 (96.69%), error:      1072.55920, best error:      1049.78418 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 115.0042648315s, input_fired_time: 0.9993516803, output_fired_time: 0.8834679723, propagate_forward_time: 43.3782920837, propagate_backward_time: 66.7960510254, weight_update_time: 0.1514349282, other_time: 2.9470977783
epoch time: 9.3873710632s, input_fired_time: 0.1269146651, output_fired_time: 0.0000000000, propagate_forward_time: 8.7041883469, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5562677383
validation[          , genome  7142] predictions:    9645/  10000 (96.45%), best:    9669/10000 (96.69%), error:      1191.69263, best error:      1049.78418 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 113.9400024414s, input_fired_time: 0.9936876297, output_fired_time: 0.8757636547, propagate_forward_time: 43.0565795898, propagate_backward_time: 66.1171264648, weight_update_time: 0.1486878097, other_time: 2.8968429565
epoch time: 9.3718643188s, input_fired_time: 0.1275270432, output_fired_time: 0.0000000000, propagate_forward_time: 8.7210750580, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5232620239
validation[          , genome  7142] predictions:    9699/  10000 (96.99%), best:    9699/10000 (96.99%), error:      1002.97205, best error:      1002.97205 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 114.4052810669s, input_fired_time: 1.0033112764, output_fired_time: 0.8841563463, propagate_forward_time: 43.2109756470, propagate_backward_time: 66.3663864136, weight_update_time: 0.1514417678, other_time: 2.9404525757
epoch time: 9.3039102554s, input_fired_time: 0.1259881258, output_fired_time: 0.0000000000, propagate_forward_time: 8.6287374496, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5491847992
validation[          , genome  7142] predictions:    9655/  10000 (96.55%), best:    9699/10000 (96.99%), error:      1108.97998, best error:      1002.97205 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 114.5547180176s, input_fired_time: 1.0031276941, output_fired_time: 0.8790538311, propagate_forward_time: 43.2758674622, propagate_backward_time: 66.4748687744, weight_update_time: 0.1505459696, other_time: 2.9217987061
epoch time: 9.6296882629s, input_fired_time: 0.1275816560, output_fired_time: 0.0000000000, propagate_forward_time: 8.9889030457, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5132036209
validation[          , genome  7142] predictions:    9668/  10000 (96.68%), best:    9699/10000 (96.99%), error:      1034.22498, best error:      1002.97205 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 115.0359191895s, input_fired_time: 0.9990550876, output_fired_time: 0.8864408731, propagate_forward_time: 43.4870452881, propagate_backward_time: 66.7626953125, weight_update_time: 0.1498386562, other_time: 2.9006805420
epoch time: 9.2041702271s, input_fired_time: 0.1247408241, output_fired_time: 0.0000000000, propagate_forward_time: 8.5707235336, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5087060928
validation[          , genome  7142] predictions:    9686/  10000 (96.86%), best:    9686/10000 (96.86%), error:       977.62134, best error:       977.62134 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 114.9973373413s, input_fired_time: 1.0082073212, output_fired_time: 0.8859966397, propagate_forward_time: 43.4828681946, propagate_backward_time: 66.6709136963, weight_update_time: 0.1518538147, other_time: 2.9493560791
epoch time: 9.1213722229s, input_fired_time: 0.1229849160, output_fired_time: 0.0000000000, propagate_forward_time: 8.4794549942, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5189323425
validation[          , genome  7142] predictions:    9673/  10000 (96.73%), best:    9686/10000 (96.86%), error:      1091.22058, best error:       977.62134 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 115.6186752319s, input_fired_time: 1.0018595457, output_fired_time: 0.8880581260, propagate_forward_time: 43.8638267517, propagate_backward_time: 67.0104751587, weight_update_time: 0.1504811049, other_time: 2.8544540405
epoch time: 9.3616733551s, input_fired_time: 0.1242927164, output_fired_time: 0.0000000000, propagate_forward_time: 8.7318611145, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5055198669
validation[          , genome  7142] predictions:    9686/  10000 (96.86%), best:    9686/10000 (96.86%), error:      1058.74097, best error:       977.62134 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 114.6166839600s, input_fired_time: 1.0099061728, output_fired_time: 0.8822805882, propagate_forward_time: 43.2608566284, propagate_backward_time: 66.5040588379, weight_update_time: 0.1517630666, other_time: 2.9595870972
epoch time: 9.5619697571s, input_fired_time: 0.1279181540, output_fired_time: 0.0000000000, propagate_forward_time: 8.9152040482, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5188474655
validation[          , genome  7142] predictions:    9688/  10000 (96.88%), best:    9686/10000 (96.86%), error:      1039.24268, best error:       977.62134 on epoch:    29, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 115.4620590210s, input_fired_time: 1.0080436468, output_fired_time: 0.8854413629, propagate_forward_time: 43.8220291138, propagate_backward_time: 66.8646774292, weight_update_time: 0.1516958773, other_time: 2.8818664551
epoch time: 9.1438608170s, input_fired_time: 0.1239074469, output_fired_time: 0.0000000000, propagate_forward_time: 8.4946918488, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5252618790
validation[          , genome  7142] predictions:    9691/  10000 (96.91%), best:    9686/10000 (96.86%), error:      1019.47040, best error:       977.62134 on epoch:    29, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 113.5682144165s, input_fired_time: 1.0017088652, output_fired_time: 0.8733927608, propagate_forward_time: 42.8318023682, propagate_backward_time: 65.9014358521, weight_update_time: 0.1497526914, other_time: 2.9598770142
epoch time: 9.1153087616s, input_fired_time: 0.1294409782, output_fired_time: 0.0000000000, propagate_forward_time: 8.4023437500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5835237503
validation[          , genome  7142] predictions:    9682/  10000 (96.82%), best:    9686/10000 (96.86%), error:      1077.49414, best error:       977.62134 on epoch:    29, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 114.8887863159s, input_fired_time: 1.0099520683, output_fired_time: 0.8853527904, propagate_forward_time: 43.3547058105, propagate_backward_time: 66.6789245605, weight_update_time: 0.1518270373, other_time: 2.9598541260
epoch time: 9.2532033920s, input_fired_time: 0.1267122179, output_fired_time: 0.0000000000, propagate_forward_time: 8.5907201767, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5357713699
validation[          , genome  7142] predictions:    9694/  10000 (96.94%), best:    9694/10000 (96.94%), error:       946.10095, best error:       946.10095 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 113.5673065186s, input_fired_time: 1.0033876896, output_fired_time: 0.8803608418, propagate_forward_time: 42.9058952332, propagate_backward_time: 65.8694763184, weight_update_time: 0.1498019993, other_time: 2.9081878662
epoch time: 9.2549352646s, input_fired_time: 0.1264456064, output_fired_time: 0.0000000000, propagate_forward_time: 8.6006650925, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5278244019
validation[          , genome  7142] predictions:    9640/  10000 (96.40%), best:    9694/10000 (96.94%), error:      1140.96533, best error:       946.10095 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 114.0242691040s, input_fired_time: 1.0095982552, output_fired_time: 0.8757974505, propagate_forward_time: 43.1393661499, propagate_backward_time: 65.9958190918, weight_update_time: 0.1523770541, other_time: 3.0036849976
epoch time: 8.7448968887s, input_fired_time: 0.1238947809, output_fired_time: 0.0000000000, propagate_forward_time: 8.0542840958, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5667181015
validation[          , genome  7142] predictions:    9705/  10000 (97.05%), best:    9694/10000 (96.94%), error:       963.86719, best error:       946.10095 on epoch:    35, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 115.2319412231s, input_fired_time: 1.0074728727, output_fired_time: 0.8831393719, propagate_forward_time: 43.5723800659, propagate_backward_time: 66.8414154053, weight_update_time: 0.1502940804, other_time: 2.9275360107
epoch time: 9.6410207748s, input_fired_time: 0.1290313154, output_fired_time: 0.0000000000, propagate_forward_time: 8.9843778610, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5276117325
validation[          , genome  7142] predictions:    9690/  10000 (96.90%), best:    9694/10000 (96.94%), error:       970.50891, best error:       946.10095 on epoch:    35, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 114.2777099609s, input_fired_time: 1.0077551603, output_fired_time: 0.8783011436, propagate_forward_time: 43.0903549194, propagate_backward_time: 66.3261337280, weight_update_time: 0.1511447281, other_time: 2.9751663208
epoch time: 9.0601148605s, input_fired_time: 0.1246018261, output_fired_time: 0.0000000000, propagate_forward_time: 8.4063358307, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5291776657
validation[          , genome  7142] predictions:    9706/  10000 (97.06%), best:    9694/10000 (96.94%), error:       983.12903, best error:       946.10095 on epoch:    35, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 114.2119979858s, input_fired_time: 1.0045452118, output_fired_time: 0.8775297403, propagate_forward_time: 43.2133674622, propagate_backward_time: 66.1901626587, weight_update_time: 0.1504861861, other_time: 2.9263839722
epoch time: 9.0336675644s, input_fired_time: 0.1231282353, output_fired_time: 0.0000000000, propagate_forward_time: 8.4055824280, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5049571991
validation[          , genome  7142] predictions:    9675/  10000 (96.75%), best:    9694/10000 (96.94%), error:      1026.51611, best error:       946.10095 on epoch:    35, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 114.2108764648s, input_fired_time: 1.0080218315, output_fired_time: 0.8750013113, propagate_forward_time: 43.2443275452, propagate_backward_time: 66.1401748657, weight_update_time: 0.1516914517, other_time: 2.9433517456
epoch time: 9.0386037827s, input_fired_time: 0.1241254508, output_fired_time: 0.0000000000, propagate_forward_time: 8.4092168808, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5052614212
validation[          , genome  7142] predictions:    9496/  10000 (94.96%), best:    9694/10000 (96.94%), error:      1738.30518, best error:       946.10095 on epoch:    35, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 113.5025939941s, input_fired_time: 1.0063517094, output_fired_time: 0.8805648685, propagate_forward_time: 42.7776565552, propagate_backward_time: 65.8988723755, weight_update_time: 0.1495411247, other_time: 2.9391479492
epoch time: 9.2656803131s, input_fired_time: 0.1283677518, output_fired_time: 0.0000000000, propagate_forward_time: 8.5769100189, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5604028702
validation[          , genome  7142] predictions:    9683/  10000 (96.83%), best:    9694/10000 (96.94%), error:      1019.25726, best error:       946.10095 on epoch:    35, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 113.2013473511s, input_fired_time: 1.0040727854, output_fired_time: 0.8700666428, propagate_forward_time: 42.8042640686, propagate_backward_time: 65.5614776611, weight_update_time: 0.1507260203, other_time: 2.9614715576
epoch time: 9.3679246902s, input_fired_time: 0.1279595345, output_fired_time: 0.0000000000, propagate_forward_time: 8.6688852310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5710802078
validation[          , genome  7142] predictions:    9539/  10000 (95.39%), best:    9694/10000 (96.94%), error:      1482.30127, best error:       946.10095 on epoch:    35, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 114.8822479248s, input_fired_time: 1.0105340481, output_fired_time: 0.8851073980, propagate_forward_time: 43.4334182739, propagate_backward_time: 66.6134338379, weight_update_time: 0.1514403671, other_time: 2.9397506714
epoch time: 9.2619714737s, input_fired_time: 0.1261865497, output_fired_time: 0.0000000000, propagate_forward_time: 8.6103649139, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5254201889
validation[          , genome  7142] predictions:    9728/  10000 (97.28%), best:    9728/10000 (97.28%), error:       912.64374, best error:       912.64374 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 114.3610992432s, input_fired_time: 1.0032540560, output_fired_time: 0.8820616603, propagate_forward_time: 43.3003234863, propagate_backward_time: 66.2714309692, weight_update_time: 0.1502500772, other_time: 2.9040222168
epoch time: 9.2354412079s, input_fired_time: 0.1268570125, output_fired_time: 0.0000000000, propagate_forward_time: 8.5835943222, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5249900818
validation[          , genome  7142] predictions:    9696/  10000 (96.96%), best:    9728/10000 (97.28%), error:      1019.51361, best error:       912.64374 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 114.3260498047s, input_fired_time: 0.9980050325, output_fired_time: 0.8752306700, propagate_forward_time: 43.2506027222, propagate_backward_time: 66.3650283813, weight_update_time: 0.1497883350, other_time: 2.8371810913
epoch time: 9.5493564606s, input_fired_time: 0.1261407882, output_fired_time: 0.0000000000, propagate_forward_time: 8.9159736633, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5072422028
validation[          , genome  7142] predictions:    9727/  10000 (97.27%), best:    9728/10000 (97.28%), error:       966.82306, best error:       912.64374 on epoch:    44, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 113.7311782837s, input_fired_time: 1.0011856556, output_fired_time: 0.8752505183, propagate_forward_time: 43.0192604065, propagate_backward_time: 65.9832153320, weight_update_time: 0.1490330994, other_time: 2.8522644043
epoch time: 9.2332029343s, input_fired_time: 0.1257994175, output_fired_time: 0.0000000000, propagate_forward_time: 8.5985870361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5088167191
validation[          , genome  7142] predictions:    9717/  10000 (97.17%), best:    9728/10000 (97.28%), error:       935.09149, best error:       912.64374 on epoch:    44, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 115.6517562866s, input_fired_time: 1.0115096569, output_fired_time: 0.8863128424, propagate_forward_time: 43.7061119080, propagate_backward_time: 67.1355743408, weight_update_time: 0.1511535197, other_time: 2.9122467041
epoch time: 9.0203857422s, input_fired_time: 0.1249704957, output_fired_time: 0.0000000000, propagate_forward_time: 8.3594789505, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5359363556
validation[          , genome  7142] predictions:    9688/  10000 (96.88%), best:    9728/10000 (97.28%), error:      1045.87573, best error:       912.64374 on epoch:    44, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 114.8713226318s, input_fired_time: 1.0080004930, output_fired_time: 0.8846473098, propagate_forward_time: 43.4184303284, propagate_backward_time: 66.6411132813, weight_update_time: 0.1506190598, other_time: 2.9191284180
epoch time: 9.2292499542s, input_fired_time: 0.1257053465, output_fired_time: 0.0000000000, propagate_forward_time: 8.5963621140, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5071821213
validation[          , genome  7142] predictions:    9598/  10000 (95.98%), best:    9728/10000 (97.28%), error:      1344.63208, best error:       912.64374 on epoch:    44, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 114.7013626099s, input_fired_time: 1.0089478493, output_fired_time: 0.8792262077, propagate_forward_time: 43.5194015503, propagate_backward_time: 66.4098815918, weight_update_time: 0.1506294310, other_time: 2.8839035034
epoch time: 9.3084259033s, input_fired_time: 0.1261187792, output_fired_time: 0.0000000000, propagate_forward_time: 8.6685419083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5137653351
validation[          , genome  7142] predictions:    9669/  10000 (96.69%), best:    9728/10000 (97.28%), error:      1091.97791, best error:       912.64374 on epoch:    44, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 113.8246154785s, input_fired_time: 0.9992231727, output_fired_time: 0.8715981841, propagate_forward_time: 42.9125785828, propagate_backward_time: 66.1361465454, weight_update_time: 0.1505357623, other_time: 2.9050674438
epoch time: 9.4143705368s, input_fired_time: 0.1270467490, output_fired_time: 0.0000000000, propagate_forward_time: 8.7749395370, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5123844147
validation[          , genome  7142] predictions:    9704/  10000 (97.04%), best:    9728/10000 (97.28%), error:       982.71808, best error:       912.64374 on epoch:    44, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 114.9587478638s, input_fired_time: 1.0133047104, output_fired_time: 0.8837437630, propagate_forward_time: 43.3449745178, propagate_backward_time: 66.7424087524, weight_update_time: 0.1524166763, other_time: 2.9743118286
epoch time: 9.2045965195s, input_fired_time: 0.1259125620, output_fired_time: 0.0000000000, propagate_forward_time: 8.5359077454, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5427761078
validation[          , genome  7142] predictions:    9606/  10000 (96.06%), best:    9728/10000 (97.28%), error:      1255.84644, best error:       912.64374 on epoch:    44, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 114.3330993652s, input_fired_time: 1.0095778704, output_fired_time: 0.8806993961, propagate_forward_time: 43.2566032410, propagate_backward_time: 66.2578277588, weight_update_time: 0.1517978907, other_time: 2.9283905029
epoch time: 9.2722730637s, input_fired_time: 0.1262329370, output_fired_time: 0.0000000000, propagate_forward_time: 8.6323595047, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5136804581
validation[          , genome  7142] predictions:    9696/  10000 (96.96%), best:    9728/10000 (97.28%), error:      1006.25391, best error:       912.64374 on epoch:    44, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 114.1759262085s, input_fired_time: 1.0115872622, output_fired_time: 0.8776544929, propagate_forward_time: 43.2346916199, propagate_backward_time: 66.0891189575, weight_update_time: 0.1509878188, other_time: 2.9628677368
epoch time: 9.3076639175s, input_fired_time: 0.1279006302, output_fired_time: 0.0000000000, propagate_forward_time: 8.6415376663, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5382251740
validation[          , genome  7142] predictions:    9694/  10000 (96.94%), best:    9728/10000 (97.28%), error:       996.20386, best error:       912.64374 on epoch:    44, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 114.4037399292s, input_fired_time: 1.0089051723, output_fired_time: 0.8807386756, propagate_forward_time: 43.3121185303, propagate_backward_time: 66.3084640503, weight_update_time: 0.1492481530, other_time: 2.8935165405
epoch time: 9.1936912537s, input_fired_time: 0.1268566251, output_fired_time: 0.0000000000, propagate_forward_time: 8.5277528763, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5390815735
validation[          , genome  7142] predictions:    9667/  10000 (96.67%), best:    9728/10000 (97.28%), error:      1121.23071, best error:       912.64374 on epoch:    44, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 113.9404144287s, input_fired_time: 1.0144958496, output_fired_time: 0.8760682940, propagate_forward_time: 43.1759338379, propagate_backward_time: 65.9364318848, weight_update_time: 0.1506090015, other_time: 2.9374847412
epoch time: 9.3999671936s, input_fired_time: 0.1283058077, output_fired_time: 0.0000000000, propagate_forward_time: 8.7665538788, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5051078796
validation[          , genome  7142] predictions:    9687/  10000 (96.87%), best:    9728/10000 (97.28%), error:       985.50415, best error:       912.64374 on epoch:    44, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 114.2713012695s, input_fired_time: 1.0119428635, output_fired_time: 0.8825345039, propagate_forward_time: 43.2478866577, propagate_backward_time: 66.1900482178, weight_update_time: 0.1500512213, other_time: 2.9388885498
epoch time: 9.3578195572s, input_fired_time: 0.1266942322, output_fired_time: 0.0000000000, propagate_forward_time: 8.6865949631, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5445299149
validation[          , genome  7142] predictions:    9697/  10000 (96.97%), best:    9728/10000 (97.28%), error:       998.46320, best error:       912.64374 on epoch:    44, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 114.0580368042s, input_fired_time: 1.0123252869, output_fired_time: 0.8738971949, propagate_forward_time: 43.0662384033, propagate_backward_time: 66.1467056274, weight_update_time: 0.1520225406, other_time: 2.9588775635
epoch time: 9.1377296448s, input_fired_time: 0.1251289099, output_fired_time: 0.0000000000, propagate_forward_time: 8.4873161316, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5252847672
validation[          , genome  7142] predictions:    9677/  10000 (96.77%), best:    9728/10000 (97.28%), error:      1006.52264, best error:       912.64374 on epoch:    44, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 115.0909042358s, input_fired_time: 1.0170420408, output_fired_time: 0.8885948658, propagate_forward_time: 43.4346809387, propagate_backward_time: 66.8040771484, weight_update_time: 0.1522180736, other_time: 2.9465026855
epoch time: 9.3748846054s, input_fired_time: 0.1271013916, output_fired_time: 0.0000000000, propagate_forward_time: 8.7428026199, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5049810410
validation[          , genome  7142] predictions:    9678/  10000 (96.78%), best:    9728/10000 (97.28%), error:      1052.83240, best error:       912.64374 on epoch:    44, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 114.4334106445s, input_fired_time: 1.0125210285, output_fired_time: 0.8761490583, propagate_forward_time: 43.2365417480, propagate_backward_time: 66.3639144897, weight_update_time: 0.1513930857, other_time: 2.9442825317
epoch time: 9.3659629822s, input_fired_time: 0.1288372576, output_fired_time: 0.0000000000, propagate_forward_time: 8.7000532150, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5370721817
validation[          , genome  7142] predictions:    9740/  10000 (97.40%), best:    9728/10000 (97.28%), error:       926.58624, best error:       912.64374 on epoch:    44, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 115.2654953003s, input_fired_time: 1.0164562464, output_fired_time: 0.8855062127, propagate_forward_time: 43.6040687561, propagate_backward_time: 66.8264541626, weight_update_time: 0.1515628546, other_time: 2.9330062866
epoch time: 9.3460121155s, input_fired_time: 0.1266552508, output_fired_time: 0.0000000000, propagate_forward_time: 8.7195758820, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4997806549
validation[          , genome  7142] predictions:    9716/  10000 (97.16%), best:    9728/10000 (97.28%), error:       938.55157, best error:       912.64374 on epoch:    44, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 113.4291305542s, input_fired_time: 1.0111464262, output_fired_time: 0.8788341284, propagate_forward_time: 43.0029525757, propagate_backward_time: 65.6263504028, weight_update_time: 0.1492363513, other_time: 2.9098434448
epoch time: 8.9222936630s, input_fired_time: 0.1223753467, output_fired_time: 0.0000000000, propagate_forward_time: 8.2907295227, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5091886520
validation[          , genome  7142] predictions:    9666/  10000 (96.66%), best:    9728/10000 (97.28%), error:      1049.84045, best error:       912.64374 on epoch:    44, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 113.8922805786s, input_fired_time: 1.0132051706, output_fired_time: 0.8829211593, propagate_forward_time: 43.1447029114, propagate_backward_time: 65.9172744751, weight_update_time: 0.1488233954, other_time: 2.9341812134
epoch time: 9.4771480560s, input_fired_time: 0.1309092194, output_fired_time: 0.0000000000, propagate_forward_time: 8.7721967697, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5740423203
validation[          , genome  7142] predictions:    9676/  10000 (96.76%), best:    9728/10000 (97.28%), error:      1043.38110, best error:       912.64374 on epoch:    44, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 113.2039871216s, input_fired_time: 1.0089814663, output_fired_time: 0.8706582189, propagate_forward_time: 42.7173614502, propagate_backward_time: 65.6522674561, weight_update_time: 0.1493841112, other_time: 2.9547195435
epoch time: 9.1524553299s, input_fired_time: 0.1277172565, output_fired_time: 0.0000000000, propagate_forward_time: 8.4842967987, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5404415131
validation[          , genome  7142] predictions:    9721/  10000 (97.21%), best:    9728/10000 (97.28%), error:       915.51239, best error:       912.64374 on epoch:    44, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 115.6182022095s, input_fired_time: 1.0243554115, output_fired_time: 0.8886347413, propagate_forward_time: 43.7076187134, propagate_backward_time: 67.0012588501, weight_update_time: 0.1528734714, other_time: 2.9963378906
epoch time: 9.2053384781s, input_fired_time: 0.1267448962, output_fired_time: 0.0000000000, propagate_forward_time: 8.5379562378, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5406370163
validation[          , genome  7142] predictions:    9675/  10000 (96.75%), best:    9728/10000 (97.28%), error:      1039.62036, best error:       912.64374 on epoch:    44, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 114.7443923950s, input_fired_time: 1.0229398012, output_fired_time: 0.8832719922, propagate_forward_time: 43.4104347229, propagate_backward_time: 66.4212493896, weight_update_time: 0.1519797742, other_time: 3.0065002441
epoch time: 9.3596496582s, input_fired_time: 0.1261666119, output_fired_time: 0.0000000000, propagate_forward_time: 8.7230577469, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5104255676
validation[          , genome  7142] predictions:    9679/  10000 (96.79%), best:    9728/10000 (97.28%), error:      1068.27112, best error:       912.64374 on epoch:    44, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 114.8399658203s, input_fired_time: 1.0188908577, output_fired_time: 0.8839164376, propagate_forward_time: 43.4129447937, propagate_backward_time: 66.5805740356, weight_update_time: 0.1506903619, other_time: 2.9436416626
epoch time: 9.4263181686s, input_fired_time: 0.1289353073, output_fired_time: 0.0000000000, propagate_forward_time: 8.7580871582, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5392961502
validation[          , genome  7142] predictions:    9578/  10000 (95.78%), best:    9728/10000 (97.28%), error:      1389.42065, best error:       912.64374 on epoch:    44, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 114.7646942139s, input_fired_time: 1.0195972919, output_fired_time: 0.8858649135, propagate_forward_time: 43.3884315491, propagate_backward_time: 66.5069503784, weight_update_time: 0.1500755101, other_time: 2.9638442993
epoch time: 9.2135801315s, input_fired_time: 0.1267824620, output_fired_time: 0.0000000000, propagate_forward_time: 8.5571241379, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5296735764
validation[          , genome  7142] predictions:    9685/  10000 (96.85%), best:    9728/10000 (97.28%), error:      1000.45398, best error:       912.64374 on epoch:    44, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 113.6637115479s, input_fired_time: 1.0136059523, output_fired_time: 0.8741475940, propagate_forward_time: 43.0299377441, propagate_backward_time: 65.8555526733, weight_update_time: 0.1494098604, other_time: 2.8904724121
epoch time: 9.1690120697s, input_fired_time: 0.1278230995, output_fired_time: 0.0000000000, propagate_forward_time: 8.5098171234, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5313720703
validation[          , genome  7142] predictions:    9707/  10000 (97.07%), best:    9728/10000 (97.28%), error:      1002.78760, best error:       912.64374 on epoch:    44, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 113.9177398682s, input_fired_time: 1.0153163671, output_fired_time: 0.8721396923, propagate_forward_time: 43.0049095154, propagate_backward_time: 66.0891647339, weight_update_time: 0.1501311809, other_time: 2.9362106323
epoch time: 8.9976835251s, input_fired_time: 0.1250236034, output_fired_time: 0.0000000000, propagate_forward_time: 8.3508377075, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5218219757
validation[          , genome  7142] predictions:    9705/  10000 (97.05%), best:    9728/10000 (97.28%), error:       942.58350, best error:       912.64374 on epoch:    44, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 114.3557586670s, input_fired_time: 1.0217652321, output_fired_time: 0.8808222413, propagate_forward_time: 43.2957878113, propagate_backward_time: 66.1780166626, weight_update_time: 0.1513471901, other_time: 2.9793624878
epoch time: 9.3754644394s, input_fired_time: 0.1287490875, output_fired_time: 0.0000000000, propagate_forward_time: 8.7349843979, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5117311478
validation[          , genome  7142] predictions:    9722/  10000 (97.22%), best:    9728/10000 (97.28%), error:       925.63324, best error:       912.64374 on epoch:    44, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 114.8392486572s, input_fired_time: 1.0213140249, output_fired_time: 0.8827632070, propagate_forward_time: 43.4570426941, propagate_backward_time: 66.5096740723, weight_update_time: 0.1517021954, other_time: 2.9684448242
epoch time: 9.2194538116s, input_fired_time: 0.1275763214, output_fired_time: 0.0000000000, propagate_forward_time: 8.5611257553, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5307521820
validation[          , genome  7142] predictions:    9725/  10000 (97.25%), best:    9728/10000 (97.28%), error:       917.64423, best error:       912.64374 on epoch:    44, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 115.2606582642s, input_fired_time: 1.0145307779, output_fired_time: 0.8810482025, propagate_forward_time: 43.5902862549, propagate_backward_time: 66.8514175415, weight_update_time: 0.1506225318, other_time: 2.9233703613
epoch time: 9.3154935837s, input_fired_time: 0.1304825544, output_fired_time: 0.0000000000, propagate_forward_time: 8.6451873779, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5398235321
validation[          , genome  7142] predictions:    9680/  10000 (96.80%), best:    9728/10000 (97.28%), error:      1031.46851, best error:       912.64374 on epoch:    44, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 114.5453720093s, input_fired_time: 1.0176370144, output_fired_time: 0.8847727776, propagate_forward_time: 43.5438728333, propagate_backward_time: 66.2021942139, weight_update_time: 0.1501632482, other_time: 2.8968963623
epoch time: 9.1498050690s, input_fired_time: 0.1261251867, output_fired_time: 0.0000000000, propagate_forward_time: 8.4890537262, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5346260071
validation[          , genome  7142] predictions:    9650/  10000 (96.50%), best:    9728/10000 (97.28%), error:      1077.85437, best error:       912.64374 on epoch:    44, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 112.8411560059s, input_fired_time: 1.0090854168, output_fired_time: 0.8728748560, propagate_forward_time: 42.6468009949, propagate_backward_time: 65.3997421265, weight_update_time: 0.1488642842, other_time: 2.9126510620
epoch time: 9.3839979172s, input_fired_time: 0.1281004846, output_fired_time: 0.0000000000, propagate_forward_time: 8.7422018051, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5136957169
validation[          , genome  7142] predictions:    9715/  10000 (97.15%), best:    9728/10000 (97.28%), error:       925.21649, best error:       912.64374 on epoch:    44, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 114.1914062500s, input_fired_time: 1.0212506056, output_fired_time: 0.8793750405, propagate_forward_time: 43.2891731262, propagate_backward_time: 66.0243911743, weight_update_time: 0.1504008025, other_time: 2.9772262573
epoch time: 9.3993721008s, input_fired_time: 0.1279045343, output_fired_time: 0.0000000000, propagate_forward_time: 8.7433958054, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5280714035
validation[          , genome  7142] predictions:    9683/  10000 (96.83%), best:    9728/10000 (97.28%), error:      1078.42200, best error:       912.64374 on epoch:    44, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 114.7850723267s, input_fired_time: 1.0150189400, output_fired_time: 0.8809114695, propagate_forward_time: 43.3388252258, propagate_backward_time: 66.5818252563, weight_update_time: 0.1504401863, other_time: 2.9684829712
epoch time: 9.2749786377s, input_fired_time: 0.1275265813, output_fired_time: 0.0000000000, propagate_forward_time: 8.6208038330, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5266485214
validation[          , genome  7142] predictions:    9723/  10000 (97.23%), best:    9728/10000 (97.28%), error:       946.91608, best error:       912.64374 on epoch:    44, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 115.0035705566s, input_fired_time: 1.0162068605, output_fired_time: 0.8831930757, propagate_forward_time: 43.4959564209, propagate_backward_time: 66.7196121216, weight_update_time: 0.1500921696, other_time: 2.8886032104
epoch time: 9.0966987610s, input_fired_time: 0.1277836114, output_fired_time: 0.0000000000, propagate_forward_time: 8.4263086319, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5426063538
validation[          , genome  7142] predictions:    9691/  10000 (96.91%), best:    9728/10000 (97.28%), error:       971.98260, best error:       912.64374 on epoch:    44, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 114.0532379150s, input_fired_time: 1.0164049864, output_fired_time: 0.8812617064, propagate_forward_time: 43.1380996704, propagate_backward_time: 66.0747604370, weight_update_time: 0.1501969397, other_time: 2.9427108765
epoch time: 9.4131860733s, input_fired_time: 0.1291859448, output_fired_time: 0.0000000000, propagate_forward_time: 8.7640151978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5199851990
validation[          , genome  7142] predictions:    9704/  10000 (97.04%), best:    9728/10000 (97.28%), error:       935.55109, best error:       912.64374 on epoch:    44, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 114.2506179810s, input_fired_time: 1.0171865225, output_fired_time: 0.8763573766, propagate_forward_time: 43.1618385315, propagate_backward_time: 66.2827606201, weight_update_time: 0.1503831893, other_time: 2.9124755859
epoch time: 9.1087388992s, input_fired_time: 0.1267649531, output_fired_time: 0.0000000000, propagate_forward_time: 8.4482259750, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5337476730
validation[          , genome  7142] predictions:    9701/  10000 (97.01%), best:    9728/10000 (97.28%), error:       975.27734, best error:       912.64374 on epoch:    44, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 114.6705322266s, input_fired_time: 1.0204005241, output_fired_time: 0.8839834929, propagate_forward_time: 43.3239288330, propagate_backward_time: 66.4755630493, weight_update_time: 0.1505889446, other_time: 2.9666595459
epoch time: 9.1872196198s, input_fired_time: 0.1277621090, output_fired_time: 0.0000000000, propagate_forward_time: 8.5358009338, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5236568451
validation[          , genome  7142] predictions:    9718/  10000 (97.18%), best:    9728/10000 (97.28%), error:       916.58704, best error:       912.64374 on epoch:    44, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 115.3449325562s, input_fired_time: 1.0192755461, output_fired_time: 0.8884281516, propagate_forward_time: 43.6796875000, propagate_backward_time: 66.8244552612, weight_update_time: 0.1504163444, other_time: 2.9330902100
epoch time: 9.2915973663s, input_fired_time: 0.1277909130, output_fired_time: 0.0000000000, propagate_forward_time: 8.6350946426, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5287122726
validation[          , genome  7142] predictions:    9702/  10000 (97.02%), best:    9728/10000 (97.28%), error:       973.14807, best error:       912.64374 on epoch:    44, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 113.9419479370s, input_fired_time: 1.0219138861, output_fired_time: 0.8775699735, propagate_forward_time: 43.1078033447, propagate_backward_time: 65.9405441284, weight_update_time: 0.1513486058, other_time: 2.9941177368
epoch time: 9.0718917847s, input_fired_time: 0.1261402965, output_fired_time: 0.0000000000, propagate_forward_time: 8.4341020584, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5116491318
validation[          , genome  7142] predictions:    9711/  10000 (97.11%), best:    9728/10000 (97.28%), error:       927.35016, best error:       912.64374 on epoch:    44, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 114.3292922974s, input_fired_time: 1.0211638212, output_fired_time: 0.8783802390, propagate_forward_time: 43.2447242737, propagate_backward_time: 66.2413177490, weight_update_time: 0.1509063840, other_time: 2.9437103271
epoch time: 9.0154266357s, input_fired_time: 0.1283755004, output_fired_time: 0.0000000000, propagate_forward_time: 8.3546352386, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5324163437
validation[          , genome  7142] predictions:    9696/  10000 (96.96%), best:    9728/10000 (97.28%), error:       975.13397, best error:       912.64374 on epoch:    44, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 114.9133758545s, input_fired_time: 1.0219972134, output_fired_time: 0.8889401555, propagate_forward_time: 43.3764419556, propagate_backward_time: 66.6843261719, weight_update_time: 0.1504953057, other_time: 2.9416732788
epoch time: 9.0914154053s, input_fired_time: 0.1267181486, output_fired_time: 0.0000000000, propagate_forward_time: 8.4544363022, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5102605820
validation[          , genome  7142] predictions:    9712/  10000 (97.12%), best:    9728/10000 (97.28%), error:       949.09656, best error:       912.64374 on epoch:    44, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 114.6697158813s, input_fired_time: 1.0260542631, output_fired_time: 0.8808342218, propagate_forward_time: 43.3654327393, propagate_backward_time: 66.4316406250, weight_update_time: 0.1506884098, other_time: 2.9657516479
epoch time: 9.1603012085s, input_fired_time: 0.1273017973, output_fired_time: 0.0000000000, propagate_forward_time: 8.5087451935, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5242538452
validation[          , genome  7142] predictions:    9690/  10000 (96.90%), best:    9728/10000 (97.28%), error:       954.49445, best error:       912.64374 on epoch:    44, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 113.8828964233s, input_fired_time: 1.0238840580, output_fired_time: 0.8718591928, propagate_forward_time: 43.1614685059, propagate_backward_time: 65.8115921021, weight_update_time: 0.1500877291, other_time: 3.0140914917
epoch time: 9.3910503387s, input_fired_time: 0.1298310608, output_fired_time: 0.0000000000, propagate_forward_time: 8.7189893723, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5422296524
validation[          , genome  7142] predictions:    9677/  10000 (96.77%), best:    9728/10000 (97.28%), error:      1047.17542, best error:       912.64374 on epoch:    44, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 114.4540328979s, input_fired_time: 1.0207395554, output_fired_time: 0.8777385354, propagate_forward_time: 43.3934974670, propagate_backward_time: 66.1952667236, weight_update_time: 0.1508469433, other_time: 2.9667968750
epoch time: 8.9864292145s, input_fired_time: 0.1279746890, output_fired_time: 0.0000000000, propagate_forward_time: 8.3206033707, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5378513336
validation[          , genome  7142] predictions:    9700/  10000 (97.00%), best:    9728/10000 (97.28%), error:      1036.80945, best error:       912.64374 on epoch:    44, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 114.2947540283s, input_fired_time: 1.0164147615, output_fired_time: 0.8749673963, propagate_forward_time: 43.1072959900, propagate_backward_time: 66.3536987305, weight_update_time: 0.1507709026, other_time: 2.9423675537
epoch time: 9.4889898300s, input_fired_time: 0.1307024360, output_fired_time: 0.0000000000, propagate_forward_time: 8.8388442993, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5194435120
validation[          , genome  7142] predictions:    9675/  10000 (96.75%), best:    9728/10000 (97.28%), error:      1024.23804, best error:       912.64374 on epoch:    44, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 115.8474121094s, input_fired_time: 1.0293452740, output_fired_time: 0.8889259100, propagate_forward_time: 44.0455627441, propagate_backward_time: 66.9176025391, weight_update_time: 0.1515183747, other_time: 2.9659805298
epoch time: 9.0773887634s, input_fired_time: 0.1261588335, output_fired_time: 0.0000000000, propagate_forward_time: 8.4427165985, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5085134506
validation[          , genome  7142] predictions:    9689/  10000 (96.89%), best:    9728/10000 (97.28%), error:      1027.51538, best error:       912.64374 on epoch:    44, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 115.4424819946s, input_fired_time: 1.0263206959, output_fired_time: 0.8873755932, propagate_forward_time: 43.7298774719, propagate_backward_time: 66.8838882446, weight_update_time: 0.1509273499, other_time: 2.9150161743
epoch time: 9.3484935760s, input_fired_time: 0.1328767389, output_fired_time: 0.0000000000, propagate_forward_time: 8.6664619446, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5491552353
validation[          , genome  7142] predictions:    9719/  10000 (97.19%), best:    9728/10000 (97.28%), error:       939.19220, best error:       912.64374 on epoch:    44, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 113.8993911743s, input_fired_time: 1.0166389942, output_fired_time: 0.8735075593, propagate_forward_time: 43.1403923035, propagate_backward_time: 65.9804916382, weight_update_time: 0.1496785134, other_time: 2.8883590698
epoch time: 9.1365566254s, input_fired_time: 0.1290616542, output_fired_time: 0.0000000000, propagate_forward_time: 8.4830904007, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5244045258
validation[          , genome  7142] predictions:    9656/  10000 (96.56%), best:    9728/10000 (97.28%), error:      1096.31470, best error:       912.64374 on epoch:    44, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 114.5596008301s, input_fired_time: 1.0249999762, output_fired_time: 0.8790861964, propagate_forward_time: 43.2907028198, propagate_backward_time: 66.3566131592, weight_update_time: 0.1507094055, other_time: 3.0081939697
epoch time: 9.5580224991s, input_fired_time: 0.1304317862, output_fired_time: 0.0000000000, propagate_forward_time: 8.9015207291, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5260696411
validation[          , genome  7142] predictions:    9659/  10000 (96.59%), best:    9728/10000 (97.28%), error:      1128.53064, best error:       912.64374 on epoch:    44, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 114.5842971802s, input_fired_time: 1.0187276602, output_fired_time: 0.8827757835, propagate_forward_time: 43.2755584717, propagate_backward_time: 66.5227890015, weight_update_time: 0.1491358876, other_time: 2.8844451904
epoch time: 9.3476238251s, input_fired_time: 0.1305727512, output_fired_time: 0.0000000000, propagate_forward_time: 8.6737804413, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5432710648
validation[          , genome  7142] predictions:    9693/  10000 (96.93%), best:    9728/10000 (97.28%), error:      1005.32574, best error:       912.64374 on epoch:    44, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 113.9258575439s, input_fired_time: 1.0234751701, output_fired_time: 0.8773072958, propagate_forward_time: 43.0401039124, propagate_backward_time: 66.0227127075, weight_update_time: 0.1497322619, other_time: 2.9622573853
epoch time: 9.2746534348s, input_fired_time: 0.1309706420, output_fired_time: 0.0000000000, propagate_forward_time: 8.5965595245, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5471229553
validation[          , genome  7142] predictions:    9653/  10000 (96.53%), best:    9728/10000 (97.28%), error:      1103.03662, best error:       912.64374 on epoch:    44, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 115.0045089722s, input_fired_time: 1.0353866816, output_fired_time: 0.8853125572, propagate_forward_time: 43.4289169312, propagate_backward_time: 66.6242828369, weight_update_time: 0.1522769779, other_time: 3.0306091309
epoch time: 9.2935714722s, input_fired_time: 0.1304234713, output_fired_time: 0.0000000000, propagate_forward_time: 8.6353054047, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5278425217
validation[          , genome  7142] predictions:    9715/  10000 (97.15%), best:    9728/10000 (97.28%), error:       922.84009, best error:       912.64374 on epoch:    44, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 114.3397750854s, input_fired_time: 1.0246326923, output_fired_time: 0.8820952773, propagate_forward_time: 43.2761955261, propagate_backward_time: 66.2300567627, weight_update_time: 0.1493705213, other_time: 2.9267883301
epoch time: 9.1033916473s, input_fired_time: 0.1277245581, output_fired_time: 0.0000000000, propagate_forward_time: 8.4627342224, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5129327774
validation[          , genome  7142] predictions:    9715/  10000 (97.15%), best:    9728/10000 (97.28%), error:       976.02454, best error:       912.64374 on epoch:    44, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 114.8333206177s, input_fired_time: 1.0290066004, output_fired_time: 0.8859690428, propagate_forward_time: 43.3818016052, propagate_backward_time: 66.5913925171, weight_update_time: 0.1519595087, other_time: 2.9451522827
epoch time: 9.2432727814s, input_fired_time: 0.1289719492, output_fired_time: 0.0000000000, propagate_forward_time: 8.6023654938, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5119352341
validation[          , genome  7142] predictions:    9651/  10000 (96.51%), best:    9728/10000 (97.28%), error:      1112.72583, best error:       912.64374 on epoch:    44, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 113.8648223877s, input_fired_time: 1.0207870007, output_fired_time: 0.8777319193, propagate_forward_time: 43.0766143799, propagate_backward_time: 65.9735946655, weight_update_time: 0.1501280963, other_time: 2.9160919189
epoch time: 9.1478214264s, input_fired_time: 0.1291766614, output_fired_time: 0.0000000000, propagate_forward_time: 8.4987287521, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5199155807
validation[          , genome  7142] predictions:    9720/  10000 (97.20%), best:    9720/10000 (97.20%), error:       903.87262, best error:       903.87262 on epoch:    99, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 114.8105392456s, input_fired_time: 1.0245859623, output_fired_time: 0.8810776472, propagate_forward_time: 43.4159202576, propagate_backward_time: 66.5734710693, weight_update_time: 0.1507065743, other_time: 2.9154815674
epoch time: 9.5325212479s, input_fired_time: 0.1315309256, output_fired_time: 0.0000000000, propagate_forward_time: 8.8724107742, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5285797119
validation[          , genome  7142] predictions:    9693/  10000 (96.93%), best:    9720/10000 (97.20%), error:       994.84375, best error:       903.87262 on epoch:    99, 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: 46.3036956787s, input_fired_time: 0.6491175294, output_fired_time: 0.0000000000, propagate_forward_time: 42.9013404846, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7532386780
best training[          , genome  7142] predictions:   49622/  50000 (99.24%), best:    9720/10000 (97.20%), error:      1646.20813, best error:       903.87262 on epoch:    99, 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: 9.4044399261s, input_fired_time: 0.1310954690, output_fired_time: 0.0000000000, propagate_forward_time: 8.7456598282, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5276842117
   testing[          , genome  7142] predictions:    9769/  10000 (97.69%), best:    9720/10000 (97.20%), error:       817.25879, best error:       903.87262 on epoch:    99, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
06:42:16 (4932): called boinc_finish(0)

</stderr_txt>
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