Nameexact_genome_1542495604_187_6189_0
Workunit4095893
Created18 Nov 2018, 2:52:42 UTC
Sent18 Nov 2018, 3:07:49 UTC
Report deadline23 Feb 2019, 8:16:45 UTC
Received19 Nov 2018, 19:21:11 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID84860
Run time1 days 14 hours 42 min 1 sec
CPU time1 days 14 hours 13 min 13 sec
Validate stateValid
Credit24,303.63
Device peak FLOPS4.41 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size541.52 MB
Peak swap size544.27 MB
Peak disk usage7.46 MB

Stderr output

<core_client_version>7.9.3</core_client_version>
<![CDATA[
<stderr_txt>
767650485, learning_rate: 0.0004899180, weight_decay: 0.0002863605

epoch time: 1264.7257080078s, input_fired_time: 17.9125041962, output_fired_time: 6.3618493080, propagate_forward_time: 485.2843627930, propagate_backward_time: 743.1632080078, weight_update_time: 0.4536850154, other_time: 12.0038452148
epoch time: 99.9144439697s, input_fired_time: 0.9063980579, output_fired_time: 0.0000000000, propagate_forward_time: 97.0419921875, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9660568237
validation[          , genome  6189] predictions:    6027/  10000 (60.27%), best:    6020/10000 (60.20%), error:     11421.26172, best error:     11341.33203 on epoch:    12, epoch:   15/100, mu: 0.7890678644, learning_rate: 0.0004554814, weight_decay: 0.0002709777

epoch time: 1297.8242187500s, input_fired_time: 18.1945610046, output_fired_time: 6.4172730446, propagate_forward_time: 497.8964538574, propagate_backward_time: 763.1386718750, weight_update_time: 0.4561963975, other_time: 12.1772460938
epoch time: 98.3307495117s, input_fired_time: 0.8747593760, output_fired_time: 0.0000000000, propagate_forward_time: 95.4649124146, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9910812378
validation[          , genome  6189] predictions:    6017/  10000 (60.17%), best:    6020/10000 (60.20%), error:     11480.31445, best error:     11341.33203 on epoch:    12, epoch:   16/100, mu: 0.8006608486, learning_rate: 0.0004234654, weight_decay: 0.0002564212

epoch time: 1293.0296630859s, input_fired_time: 17.2987518311, output_fired_time: 6.3396797180, propagate_forward_time: 482.3998413086, propagate_backward_time: 774.7320556641, weight_update_time: 0.4495398402, other_time: 12.2593383789
epoch time: 105.0262985229s, input_fired_time: 0.9883241653, output_fired_time: 0.0000000000, propagate_forward_time: 102.0485382080, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9894332886
validation[          , genome  6189] predictions:    6029/  10000 (60.29%), best:    6020/10000 (60.20%), error:     11364.26562, best error:     11341.33203 on epoch:    12, epoch:   17/100, mu: 0.8115850091, learning_rate: 0.0003936998, weight_decay: 0.0002426467

epoch time: 1286.6009521484s, input_fired_time: 17.1328945160, output_fired_time: 6.3939719200, propagate_forward_time: 481.4880065918, propagate_backward_time: 769.6442871094, weight_update_time: 0.4394469857, other_time: 11.9417724609
epoch time: 103.5357742310s, input_fired_time: 0.9576750994, output_fired_time: 0.0000000000, propagate_forward_time: 100.5747833252, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0033187866
validation[          , genome  6189] predictions:    6104/  10000 (61.04%), best:    6104/10000 (61.04%), error:     11319.01367, best error:     11319.01367 on epoch:    18, epoch:   18/100, mu: 0.8218788505, learning_rate: 0.0003660264, weight_decay: 0.0002296121

epoch time: 1256.9468994141s, input_fired_time: 17.3224048615, output_fired_time: 6.3872776031, propagate_forward_time: 474.0702819824, propagate_backward_time: 747.3064575195, weight_update_time: 0.4482053816, other_time: 11.8604125977
epoch time: 105.9833908081s, input_fired_time: 0.9728711247, output_fired_time: 0.0000000000, propagate_forward_time: 102.9408798218, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0696411133
validation[          , genome  6189] predictions:    6076/  10000 (60.76%), best:    6076/10000 (60.76%), error:     11217.04590, best error:     11217.04590 on epoch:    19, epoch:   19/100, mu: 0.8315787911, learning_rate: 0.0003402982, weight_decay: 0.0002172777

epoch time: 1280.4810791016s, input_fired_time: 18.1354560852, output_fired_time: 6.2339372635, propagate_forward_time: 496.6936645508, propagate_backward_time: 747.1426391602, weight_update_time: 0.4534684122, other_time: 12.2753906250
epoch time: 103.2203140259s, input_fired_time: 0.9694760442, output_fired_time: 0.0000000000, propagate_forward_time: 100.1975250244, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0533142090
validation[          , genome  6189] predictions:    6084/  10000 (60.84%), best:    6076/10000 (60.76%), error:     11250.33984, best error:     11217.04590 on epoch:    19, epoch:   20/100, mu: 0.8407191038, learning_rate: 0.0003163785, weight_decay: 0.0002056059

epoch time: 1280.6379394531s, input_fired_time: 17.6036262512, output_fired_time: 6.3632130623, propagate_forward_time: 487.3647155762, propagate_backward_time: 757.1379394531, weight_update_time: 0.4483939409, other_time: 12.1684570312
epoch time: 98.5097045898s, input_fired_time: 0.8821531534, output_fired_time: 0.0000000000, propagate_forward_time: 95.6474304199, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9801177979
validation[          , genome  6189] predictions:    6132/  10000 (61.32%), best:    6132/10000 (61.32%), error:     11215.63770, best error:     11215.63770 on epoch:    21, epoch:   21/100, mu: 0.8493320346, learning_rate: 0.0002941400, weight_decay: 0.0001945611

epoch time: 1276.1118164062s, input_fired_time: 17.1253623962, output_fired_time: 6.3078193665, propagate_forward_time: 478.9314575195, propagate_backward_time: 761.7713012695, weight_update_time: 0.4320884943, other_time: 11.9758300781
epoch time: 99.7945938110s, input_fired_time: 0.9470652938, output_fired_time: 0.0000000000, propagate_forward_time: 96.8010025024, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0465240479
validation[          , genome  6189] predictions:    6124/  10000 (61.24%), best:    6124/10000 (61.24%), error:     11056.84180, best error:     11056.84180 on epoch:    22, epoch:   22/100, mu: 0.8574480414, learning_rate: 0.0002734648, weight_decay: 0.0001841096

epoch time: 1276.0291748047s, input_fired_time: 17.2005424500, output_fired_time: 6.2896580696, propagate_forward_time: 480.4201354980, propagate_backward_time: 759.9744262695, weight_update_time: 0.4437226057, other_time: 12.1443481445
epoch time: 98.8556060791s, input_fired_time: 0.9396492243, output_fired_time: 0.0000000000, propagate_forward_time: 95.8915252686, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0244293213
validation[          , genome  6189] predictions:    6252/  10000 (62.52%), best:    6252/10000 (62.52%), error:     10801.77832, best error:     10801.77832 on epoch:    23, epoch:   23/100, mu: 0.8650957942, learning_rate: 0.0002542428, weight_decay: 0.0001742195

epoch time: 1283.8612060547s, input_fired_time: 17.6717414856, output_fired_time: 6.3099865913, propagate_forward_time: 488.8481445312, propagate_backward_time: 758.7759399414, weight_update_time: 0.4462780058, other_time: 12.2554321289
epoch time: 101.0482864380s, input_fired_time: 0.9375309348, output_fired_time: 0.0000000000, propagate_forward_time: 98.1222000122, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9885559082
validation[          , genome  6189] predictions:    6247/  10000 (62.47%), best:    6252/10000 (62.52%), error:     10830.07422, best error:     10801.77832 on epoch:    23, epoch:   24/100, mu: 0.8723022938, learning_rate: 0.0002363719, weight_decay: 0.0001648607

epoch time: 1273.1322021484s, input_fired_time: 17.8249721527, output_fired_time: 6.3861823082, propagate_forward_time: 482.6144714355, propagate_backward_time: 754.6612548828, weight_update_time: 0.4355832040, other_time: 11.6452636719
epoch time: 98.7010421753s, input_fired_time: 0.9137679338, output_fired_time: 0.0000000000, propagate_forward_time: 95.8965682983, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8907089233
validation[          , genome  6189] predictions:    6167/  10000 (61.67%), best:    6252/10000 (62.52%), error:     11076.27539, best error:     10801.77832 on epoch:    23, epoch:   25/100, mu: 0.8790929914, learning_rate: 0.0002197572, weight_decay: 0.0001560047

epoch time: 1273.3479003906s, input_fired_time: 17.9711856842, output_fired_time: 6.3077130318, propagate_forward_time: 484.6316528320, propagate_backward_time: 752.8083496094, weight_update_time: 0.4300203919, other_time: 11.6289672852
epoch time: 96.4141769409s, input_fired_time: 0.9237113595, output_fired_time: 0.0000000000, propagate_forward_time: 93.6254425049, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8650207520
validation[          , genome  6189] predictions:    6254/  10000 (62.54%), best:    6254/10000 (62.54%), error:     10797.14453, best error:     10797.14453 on epoch:    26, epoch:   26/100, mu: 0.8854919076, learning_rate: 0.0002043103, weight_decay: 0.0001476243

epoch time: 1265.1787109375s, input_fired_time: 17.6907997131, output_fired_time: 6.2788209915, propagate_forward_time: 480.1887207031, propagate_backward_time: 749.8273315430, weight_update_time: 0.4188350439, other_time: 11.1930541992
epoch time: 96.9015731812s, input_fired_time: 0.8674174547, output_fired_time: 0.0000000000, propagate_forward_time: 94.2813644409, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7527923584
validation[          , genome  6189] predictions:    6297/  10000 (62.97%), best:    6297/10000 (62.97%), error:     10791.12500, best error:     10791.12500 on epoch:    27, epoch:   27/100, mu: 0.8915216327, learning_rate: 0.0001899492, weight_decay: 0.0001396942

epoch time: 1272.5157470703s, input_fired_time: 17.8013610840, output_fired_time: 6.2604370117, propagate_forward_time: 484.9584350586, propagate_backward_time: 751.9103393555, weight_update_time: 0.4255788624, other_time: 11.5850830078
epoch time: 97.6324920654s, input_fired_time: 0.9198594689, output_fired_time: 0.0000000000, propagate_forward_time: 94.7949218750, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9177093506
validation[          , genome  6189] predictions:    6197/  10000 (61.97%), best:    6297/10000 (62.97%), error:     11064.28027, best error:     10791.12500 on epoch:    27, epoch:   28/100, mu: 0.8972034454, learning_rate: 0.0001765976, weight_decay: 0.0001321901

epoch time: 1302.3131103516s, input_fired_time: 18.2976722717, output_fired_time: 6.4428091049, propagate_forward_time: 497.0243530273, propagate_backward_time: 768.4497070312, weight_update_time: 0.4426730275, other_time: 12.0985717773
epoch time: 99.3440551758s, input_fired_time: 0.9534615874, output_fired_time: 0.0000000000, propagate_forward_time: 96.4513168335, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9392776489
validation[          , genome  6189] predictions:    6224/  10000 (62.24%), best:    6297/10000 (62.97%), error:     10792.46973, best error:     10791.12500 on epoch:    27, epoch:   29/100, mu: 0.9025574327, learning_rate: 0.0001641845, weight_decay: 0.0001250890

epoch time: 1303.0048828125s, input_fired_time: 18.4514598846, output_fired_time: 6.3898954391, propagate_forward_time: 501.7088317871, propagate_backward_time: 764.1031494141, weight_update_time: 0.4576972723, other_time: 12.3515625000
epoch time: 108.1495056152s, input_fired_time: 1.0187413692, output_fired_time: 0.0000000000, propagate_forward_time: 105.0486373901, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0821304321
validation[          , genome  6189] predictions:    6266/  10000 (62.66%), best:    6266/10000 (62.66%), error:     10768.78125, best error:     10768.78125 on epoch:    30, epoch:   30/100, mu: 0.9076025486, learning_rate: 0.0001526438, weight_decay: 0.0001183694

epoch time: 1316.3278808594s, input_fired_time: 18.6453418732, output_fired_time: 6.5164012909, propagate_forward_time: 504.3760070801, propagate_backward_time: 774.1715698242, weight_update_time: 0.4787726402, other_time: 12.6185913086
epoch time: 101.6505889893s, input_fired_time: 1.0291701555, output_fired_time: 0.0000000000, propagate_forward_time: 98.5705108643, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0509109497
validation[          , genome  6189] predictions:    6247/  10000 (62.47%), best:    6266/10000 (62.66%), error:     10806.16211, best error:     10768.78125 on epoch:    30, epoch:   31/100, mu: 0.9123565555, learning_rate: 0.0001419144, weight_decay: 0.0001120108

epoch time: 3110.8854980469s, input_fired_time: 18.1545238495, output_fired_time: 6.3609943390, propagate_forward_time: 490.1454772949, propagate_backward_time: 2584.1149902344, weight_update_time: 0.4634724557, other_time: 12.1093750000
epoch time: 101.0691909790s, input_fired_time: 0.9623121023, output_fired_time: 0.0000000000, propagate_forward_time: 98.1773986816, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9294815063
validation[          , genome  6189] predictions:    6367/  10000 (63.67%), best:    6367/10000 (63.67%), error:     10647.80469, best error:     10647.80469 on epoch:    32, epoch:   32/100, mu: 0.9168362617, learning_rate: 0.0001319392, weight_decay: 0.0001059938

epoch time: 1269.5126953125s, input_fired_time: 17.6890926361, output_fired_time: 6.2926845551, propagate_forward_time: 478.9100646973, propagate_backward_time: 755.0544433594, weight_update_time: 0.4301328063, other_time: 11.5664062500
epoch time: 101.9795837402s, input_fired_time: 0.9523558617, output_fired_time: 0.0000000000, propagate_forward_time: 99.0666198730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9606094360
validation[          , genome  6189] predictions:    6214/  10000 (62.14%), best:    6367/10000 (63.67%), error:     10931.56836, best error:     10647.80469 on epoch:    32, epoch:   33/100, mu: 0.9210575223, learning_rate: 0.0001226651, weight_decay: 0.0001003000

epoch time: 1280.9638671875s, input_fired_time: 18.0390853882, output_fired_time: 6.3511285782, propagate_forward_time: 486.8317871094, propagate_backward_time: 757.9899291992, weight_update_time: 0.4344335794, other_time: 11.7520141602
epoch time: 98.4056854248s, input_fired_time: 0.9533656836, output_fired_time: 0.0000000000, propagate_forward_time: 95.5477828979, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9045333862
validation[          , genome  6189] predictions:    6388/  10000 (63.88%), best:    6388/10000 (63.88%), error:     10506.99805, best error:     10506.99805 on epoch:    34, epoch:   34/100, mu: 0.9250352383, learning_rate: 0.0001140429, weight_decay: 0.0000949120

epoch time: 1291.6394042969s, input_fired_time: 18.0628566742, output_fired_time: 6.4049973488, propagate_forward_time: 490.2092895508, propagate_backward_time: 765.1715087891, weight_update_time: 0.4339585304, other_time: 11.7907104492
epoch time: 101.5107574463s, input_fired_time: 0.9788974524, output_fired_time: 0.0000000000, propagate_forward_time: 98.5729827881, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9588775635
validation[          , genome  6189] predictions:    6398/  10000 (63.98%), best:    6398/10000 (63.98%), error:     10443.07129, best error:     10443.07129 on epoch:    35, epoch:   35/100, mu: 0.9287834764, learning_rate: 0.0001060268, weight_decay: 0.0000898135

epoch time: 1294.8941650391s, input_fired_time: 18.2150478363, output_fired_time: 6.3970823288, propagate_forward_time: 492.5946350098, propagate_backward_time: 765.6958007812, weight_update_time: 0.4350479841, other_time: 11.9915771484
epoch time: 101.0774765015s, input_fired_time: 0.9810911417, output_fired_time: 0.0000000000, propagate_forward_time: 98.1287689209, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9676132202
validation[          , genome  6189] predictions:    6282/  10000 (62.82%), best:    6398/10000 (63.98%), error:     10837.84766, best error:     10443.07129 on epoch:    35, epoch:   36/100, mu: 0.9323154092, learning_rate: 0.0000985741, weight_decay: 0.0000849889

epoch time: 1282.4859619141s, input_fired_time: 18.1730022430, output_fired_time: 6.4152379036, propagate_forward_time: 486.7978820801, propagate_backward_time: 759.3558959961, weight_update_time: 0.4608611465, other_time: 11.7439575195
epoch time: 102.7600021362s, input_fired_time: 0.9570716619, output_fired_time: 0.0000000000, propagate_forward_time: 99.8383407593, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9645919800
validation[          , genome  6189] predictions:    6415/  10000 (64.15%), best:    6398/10000 (63.98%), error:     10497.52441, best error:     10443.07129 on epoch:    35, epoch:   37/100, mu: 0.9356436133, learning_rate: 0.0000916452, weight_decay: 0.0000804234

epoch time: 1258.1120605469s, input_fired_time: 17.6420993805, output_fired_time: 6.2633514404, propagate_forward_time: 477.0114135742, propagate_backward_time: 745.6439208984, weight_update_time: 0.4273308516, other_time: 11.5513305664
epoch time: 100.6949234009s, input_fired_time: 0.9492529631, output_fired_time: 0.0000000000, propagate_forward_time: 97.7722702026, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9734039307
validation[          , genome  6189] predictions:    6381/  10000 (63.81%), best:    6398/10000 (63.98%), error:     10471.83789, best error:     10443.07129 on epoch:    35, epoch:   38/100, mu: 0.9387797713, learning_rate: 0.0000852034, weight_decay: 0.0000761032

epoch time: 1286.3563232422s, input_fired_time: 18.3527030945, output_fired_time: 6.4266514778, propagate_forward_time: 491.0019226074, propagate_backward_time: 758.6289672852, weight_update_time: 0.4518830180, other_time: 11.9461059570
epoch time: 101.5321502686s, input_fired_time: 0.9656217098, output_fired_time: 0.0000000000, propagate_forward_time: 98.6099395752, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9565887451
validation[          , genome  6189] predictions:    6374/  10000 (63.74%), best:    6398/10000 (63.98%), error:     10473.71973, best error:     10443.07129 on epoch:    35, epoch:   39/100, mu: 0.9417349696, learning_rate: 0.0000792144, weight_decay: 0.0000720150

epoch time: 1273.1986083984s, input_fired_time: 18.0559425354, output_fired_time: 6.3889703751, propagate_forward_time: 481.9181213379, propagate_backward_time: 755.0711669922, weight_update_time: 0.4338895977, other_time: 11.7645263672
epoch time: 100.1555175781s, input_fired_time: 0.9690434337, output_fired_time: 0.0000000000, propagate_forward_time: 97.2434463501, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9430313110
validation[          , genome  6189] predictions:    6429/  10000 (64.29%), best:    6429/10000 (64.29%), error:     10362.96484, best error:     10362.96484 on epoch:    40, epoch:   40/100, mu: 0.9445196986, learning_rate: 0.0000736464, weight_decay: 0.0000681465

epoch time: 1289.2990722656s, input_fired_time: 18.3356571198, output_fired_time: 6.3598322868, propagate_forward_time: 491.5340576172, propagate_backward_time: 761.1701660156, weight_update_time: 0.4425536990, other_time: 11.8992919922
epoch time: 101.8829193115s, input_fired_time: 1.0107125044, output_fired_time: 0.0000000000, propagate_forward_time: 98.9345703125, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9376373291
validation[          , genome  6189] predictions:    6486/  10000 (64.86%), best:    6486/10000 (64.86%), error:     10214.11816, best error:     10214.11816 on epoch:    41, epoch:   41/100, mu: 0.9471437335, learning_rate: 0.0000684698, weight_decay: 0.0000644858

epoch time: 1285.4444580078s, input_fired_time: 18.0716362000, output_fired_time: 6.3524150848, propagate_forward_time: 487.7405090332, propagate_backward_time: 761.4883422852, weight_update_time: 0.4338336289, other_time: 11.7915649414
epoch time: 102.3704681396s, input_fired_time: 1.0217251778, output_fired_time: 0.0000000000, propagate_forward_time: 99.3075256348, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0412139893
validation[          , genome  6189] predictions:    6460/  10000 (64.60%), best:    6486/10000 (64.86%), error:     10332.76270, best error:     10214.11816 on epoch:    41, epoch:   42/100, mu: 0.9496163726, learning_rate: 0.0000636570, weight_decay: 0.0000610217

epoch time: 1313.4455566406s, input_fired_time: 18.5563755035, output_fired_time: 6.4810051918, propagate_forward_time: 501.8289794922, propagate_backward_time: 774.1320190430, weight_update_time: 0.4570360184, other_time: 12.4472045898
epoch time: 105.6236724854s, input_fired_time: 1.0415160656, output_fired_time: 0.0000000000, propagate_forward_time: 102.5054168701, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0767364502
validation[          , genome  6189] predictions:    6420/  10000 (64.20%), best:    6486/10000 (64.86%), error:     10281.43164, best error:     10214.11816 on epoch:    41, epoch:   43/100, mu: 0.9519463778, learning_rate: 0.0000591825, weight_decay: 0.0000577437

epoch time: 1325.9697265625s, input_fired_time: 18.7105007172, output_fired_time: 6.5885777473, propagate_forward_time: 505.9287719727, propagate_backward_time: 782.1702270508, weight_update_time: 0.4772042334, other_time: 12.5716552734
epoch time: 101.2436065674s, input_fired_time: 0.9816752672, output_fired_time: 0.0000000000, propagate_forward_time: 98.1805801392, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0813522339
validation[          , genome  6189] predictions:    6442/  10000 (64.42%), best:    6486/10000 (64.86%), error:     10336.14844, best error:     10214.11816 on epoch:    41, epoch:   44/100, mu: 0.9541419148, learning_rate: 0.0000550225, weight_decay: 0.0000546418

epoch time: 1321.7960205078s, input_fired_time: 18.7604522705, output_fired_time: 6.5776085854, propagate_forward_time: 507.1129455566, propagate_backward_time: 776.7328491211, weight_update_time: 0.4696480632, other_time: 12.6121215820
epoch time: 105.4616928101s, input_fired_time: 1.0487450361, output_fired_time: 0.0000000000, propagate_forward_time: 102.2423858643, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1705627441
validation[          , genome  6189] predictions:    6495/  10000 (64.95%), best:    6486/10000 (64.86%), error:     10225.74023, best error:     10214.11816 on epoch:    41, epoch:   45/100, mu: 0.9562107921, learning_rate: 0.0000511550, weight_decay: 0.0000517065

epoch time: 1306.9488525391s, input_fired_time: 18.5095653534, output_fired_time: 6.4515357018, propagate_forward_time: 500.3946228027, propagate_backward_time: 768.9631347656, weight_update_time: 0.4716399908, other_time: 12.6300048828
epoch time: 99.2152709961s, input_fired_time: 0.9880963564, output_fired_time: 0.0000000000, propagate_forward_time: 96.2080917358, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0190811157
validation[          , genome  6189] predictions:    6473/  10000 (64.73%), best:    6486/10000 (64.86%), error:     10278.94043, best error:     10214.11816 on epoch:    41, epoch:   46/100, mu: 0.9581602812, learning_rate: 0.0000475593, weight_decay: 0.0000489290

epoch time: 1311.5898437500s, input_fired_time: 19.0018959045, output_fired_time: 6.5375728607, propagate_forward_time: 509.5771179199, propagate_backward_time: 763.6313476562, weight_update_time: 0.4978380203, other_time: 12.8417968750
epoch time: 106.1840438843s, input_fired_time: 1.0545433760, output_fired_time: 0.0000000000, propagate_forward_time: 102.9822006226, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1473007202
validation[          , genome  6189] predictions:    6390/  10000 (63.90%), best:    6486/10000 (64.86%), error:     10432.64062, best error:     10214.11816 on epoch:    41, epoch:   47/100, mu: 0.9599972963, learning_rate: 0.0000442163, weight_decay: 0.0000463006

epoch time: 1308.4399414062s, input_fired_time: 18.9317684174, output_fired_time: 6.5219044685, propagate_forward_time: 504.9555053711, propagate_backward_time: 765.1121826172, weight_update_time: 0.4929589331, other_time: 12.9186401367
epoch time: 106.4110946655s, input_fired_time: 1.0480964184, output_fired_time: 0.0000000000, propagate_forward_time: 103.2025909424, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1604080200
validation[          , genome  6189] predictions:    6472/  10000 (64.72%), best:    6486/10000 (64.86%), error:     10263.65234, best error:     10214.11816 on epoch:    41, epoch:   48/100, mu: 0.9617283344, learning_rate: 0.0000411083, weight_decay: 0.0000438134

epoch time: 1301.0777587891s, input_fired_time: 18.7630977631, output_fired_time: 6.4983148575, propagate_forward_time: 498.8211975098, propagate_backward_time: 764.2118530273, weight_update_time: 0.4876533449, other_time: 12.7833862305
epoch time: 109.4465026855s, input_fired_time: 1.0721815825, output_fired_time: 0.0000000000, propagate_forward_time: 106.2074508667, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1668701172
validation[          , genome  6189] predictions:    6450/  10000 (64.50%), best:    6486/10000 (64.86%), error:     10403.10254, best error:     10214.11816 on epoch:    41, epoch:   49/100, mu: 0.9633594751, learning_rate: 0.0000382188, weight_decay: 0.0000414598

epoch time: 1318.9506835938s, input_fired_time: 18.9465808868, output_fired_time: 6.5663228035, propagate_forward_time: 505.0769958496, propagate_backward_time: 775.5011596680, weight_update_time: 0.4862244725, other_time: 12.8596801758
epoch time: 103.2076644897s, input_fired_time: 1.0581972599, output_fired_time: 0.0000000000, propagate_forward_time: 100.0090637207, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1404037476
validation[          , genome  6189] predictions:    6452/  10000 (64.52%), best:    6486/10000 (64.86%), error:     10389.70020, best error:     10214.11816 on epoch:    41, epoch:   50/100, mu: 0.9648965001, learning_rate: 0.0000355324, weight_decay: 0.0000392326

epoch time: 1293.6057128906s, input_fired_time: 18.5348911285, output_fired_time: 6.4459252357, propagate_forward_time: 490.5648498535, propagate_backward_time: 765.5505371094, weight_update_time: 0.4815711379, other_time: 12.5095214844
epoch time: 98.6600036621s, input_fired_time: 0.9374885559, output_fired_time: 0.0000000000, propagate_forward_time: 95.7070465088, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0154724121
validation[          , genome  6189] predictions:    6548/  10000 (65.48%), best:    6548/10000 (65.48%), error:     10100.35059, best error:     10100.35059 on epoch:    51, epoch:   51/100, mu: 0.9663448930, learning_rate: 0.0000330348, weight_decay: 0.0000371251

epoch time: 1262.4840087891s, input_fired_time: 18.2036151886, output_fired_time: 6.3225097656, propagate_forward_time: 480.4644165039, propagate_backward_time: 745.4364013672, weight_update_time: 0.4527874291, other_time: 12.0570678711
epoch time: 101.5395812988s, input_fired_time: 0.9909718037, output_fired_time: 0.0000000000, propagate_forward_time: 98.5439071655, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0046997070
validation[          , genome  6189] predictions:    6546/  10000 (65.46%), best:    6546/10000 (65.46%), error:     10046.02441, best error:     10046.02441 on epoch:    52, epoch:   52/100, mu: 0.9677097201, learning_rate: 0.0000307127, weight_decay: 0.0000351308

epoch time: 1265.9041748047s, input_fired_time: 18.4100379944, output_fired_time: 6.4726829529, propagate_forward_time: 482.8961791992, propagate_backward_time: 746.1412353516, weight_update_time: 0.4537219703, other_time: 11.9840698242
epoch time: 98.7511672974s, input_fired_time: 0.9791880250, output_fired_time: 0.0000000000, propagate_forward_time: 95.7700500488, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0019302368
validation[          , genome  6189] predictions:    6518/  10000 (65.18%), best:    6546/10000 (65.46%), error:     10164.44043, best error:     10046.02441 on epoch:    52, epoch:   53/100, mu: 0.9689958096, learning_rate: 0.0000285539, weight_decay: 0.0000332437

epoch time: 1272.4981689453s, input_fired_time: 18.4538230896, output_fired_time: 6.4191908836, propagate_forward_time: 484.0456542969, propagate_backward_time: 751.3442993164, weight_update_time: 0.4570095539, other_time: 12.2351684570
epoch time: 103.6044616699s, input_fired_time: 1.0225449800, output_fired_time: 0.0000000000, propagate_forward_time: 100.4625320435, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1193847656
validation[          , genome  6189] predictions:    6425/  10000 (64.25%), best:    6546/10000 (65.46%), error:     10315.95605, best error:     10046.02441 on epoch:    52, epoch:   54/100, mu: 0.9702076912, learning_rate: 0.0000265469, weight_decay: 0.0000314579

epoch time: 1338.2629394531s, input_fired_time: 19.2026519775, output_fired_time: 6.6290521622, propagate_forward_time: 514.1834716797, propagate_backward_time: 785.2186279297, weight_update_time: 0.4940392673, other_time: 13.0291748047
epoch time: 105.2238159180s, input_fired_time: 1.0604776144, output_fired_time: 0.0000000000, propagate_forward_time: 102.0252761841, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1380615234
validation[          , genome  6189] predictions:    6537/  10000 (65.37%), best:    6546/10000 (65.46%), error:     10081.89551, best error:     10046.02441 on epoch:    52, epoch:   55/100, mu: 0.9713496566, learning_rate: 0.0000246809, weight_decay: 0.0000297680

epoch time: 1258.1064453125s, input_fired_time: 18.2462978363, output_fired_time: 6.3703660965, propagate_forward_time: 482.1289062500, propagate_backward_time: 739.1021728516, weight_update_time: 0.4560542405, other_time: 12.2586669922
epoch time: 97.1177673340s, input_fired_time: 1.0206047297, output_fired_time: 0.0000000000, propagate_forward_time: 94.0894241333, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0077362061
validation[          , genome  6189] predictions:    6476/  10000 (64.76%), best:    6546/10000 (65.46%), error:     10177.19141, best error:     10046.02441 on epoch:    52, epoch:   56/100, mu: 0.9724256992, learning_rate: 0.0000229460, weight_decay: 0.0000281689

epoch time: 1251.3220214844s, input_fired_time: 18.4324226379, output_fired_time: 6.2191915512, propagate_forward_time: 486.1241149902, propagate_backward_time: 728.3925170898, weight_update_time: 0.4579331875, other_time: 12.1537475586
epoch time: 98.7662353516s, input_fired_time: 1.0037586689, output_fired_time: 0.0000000000, propagate_forward_time: 95.8094100952, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9530639648
validation[          , genome  6189] predictions:    6537/  10000 (65.37%), best:    6546/10000 (65.46%), error:     10092.77539, best error:     10046.02441 on epoch:    52, epoch:   57/100, mu: 0.9734396935, learning_rate: 0.0000213331, weight_decay: 0.0000266557

epoch time: 1240.9931640625s, input_fired_time: 18.1765193939, output_fired_time: 6.1717972755, propagate_forward_time: 476.0101013184, propagate_backward_time: 728.5366821289, weight_update_time: 0.4495041966, other_time: 12.0980834961
epoch time: 94.2704086304s, input_fired_time: 0.9778290987, output_fired_time: 0.0000000000, propagate_forward_time: 91.2399291992, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0526504517
validation[          , genome  6189] predictions:    6537/  10000 (65.37%), best:    6546/10000 (65.46%), error:     10094.62305, best error:     10046.02441 on epoch:    52, epoch:   58/100, mu: 0.9743951559, learning_rate: 0.0000198336, weight_decay: 0.0000252238

epoch time: 1263.6304931641s, input_fired_time: 18.2957191467, output_fired_time: 6.2507634163, propagate_forward_time: 486.9670410156, propagate_backward_time: 739.6654052734, weight_update_time: 0.4647777379, other_time: 12.4515380859
epoch time: 94.2191696167s, input_fired_time: 1.0218510628, output_fired_time: 0.0000000000, propagate_forward_time: 91.1661834717, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0311355591
validation[          , genome  6189] predictions:    6562/  10000 (65.62%), best:    6562/10000 (65.62%), error:     10027.06348, best error:     10027.06348 on epoch:    59, epoch:   59/100, mu: 0.9752954841, learning_rate: 0.0000184395, weight_decay: 0.0000238688

epoch time: 1255.2797851562s, input_fired_time: 18.6469364166, output_fired_time: 6.2965645790, propagate_forward_time: 487.0350036621, propagate_backward_time: 730.6596069336, weight_update_time: 0.4756897092, other_time: 12.6416625977
epoch time: 104.9040832520s, input_fired_time: 1.0730147362, output_fired_time: 0.0000000000, propagate_forward_time: 101.7484436035, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0826263428
validation[          , genome  6189] predictions:    6575/  10000 (65.75%), best:    6575/10000 (65.75%), error:     10004.67969, best error:     10004.67969 on epoch:    60, epoch:   60/100, mu: 0.9761438966, learning_rate: 0.0000171434, weight_decay: 0.0000225866

epoch time: 1267.4295654297s, input_fired_time: 18.7964916229, output_fired_time: 6.3883295059, propagate_forward_time: 493.7733154297, propagate_backward_time: 735.8114013672, weight_update_time: 0.4796552360, other_time: 12.6600341797
epoch time: 98.5506820679s, input_fired_time: 1.0250246525, output_fired_time: 0.0000000000, propagate_forward_time: 95.5225296021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0031280518
validation[          , genome  6189] predictions:    6607/  10000 (66.07%), best:    6607/10000 (66.07%), error:      9965.58203, best error:      9965.58203 on epoch:    61, epoch:   61/100, mu: 0.9769433141, learning_rate: 0.0000159384, weight_decay: 0.0000213733

epoch time: 1248.9833984375s, input_fired_time: 18.1741752625, output_fired_time: 6.2495827675, propagate_forward_time: 480.6700439453, propagate_backward_time: 731.5401611328, weight_update_time: 0.4677336812, other_time: 12.3493652344
epoch time: 99.9623031616s, input_fired_time: 1.0264046192, output_fired_time: 0.0000000000, propagate_forward_time: 96.9113159180, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0245819092
validation[          , genome  6189] predictions:    6442/  10000 (64.42%), best:    6607/10000 (66.07%), error:     10371.63379, best error:      9965.58203 on epoch:    61, epoch:   62/100, mu: 0.9776966572, learning_rate: 0.0000148180, weight_decay: 0.0000202252

epoch time: 1258.4637451172s, input_fired_time: 18.3514328003, output_fired_time: 6.2963209152, propagate_forward_time: 487.3964843750, propagate_backward_time: 734.0118408203, weight_update_time: 0.4731254578, other_time: 12.4077148438
epoch time: 107.3801574707s, input_fired_time: 1.0808862448, output_fired_time: 0.0000000000, propagate_forward_time: 104.1829452515, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1163253784
validation[          , genome  6189] predictions:    6614/  10000 (66.14%), best:    6614/10000 (66.14%), error:      9923.69141, best error:      9923.69141 on epoch:    63, epoch:   63/100, mu: 0.9784064889, learning_rate: 0.0000137765, weight_decay: 0.0000191387

epoch time: 1266.5505371094s, input_fired_time: 18.4997768402, output_fired_time: 6.3330035210, propagate_forward_time: 491.5349426270, propagate_backward_time: 737.7237548828, weight_update_time: 0.4784675241, other_time: 12.4591064453
epoch time: 99.3567199707s, input_fired_time: 1.0241661072, output_fired_time: 0.0000000000, propagate_forward_time: 96.3222961426, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0102539062
validation[          , genome  6189] predictions:    6622/  10000 (66.22%), best:    6622/10000 (66.22%), error:      9892.80762, best error:      9892.80762 on epoch:    64, epoch:   64/100, mu: 0.9790753722, learning_rate: 0.0000128081, weight_decay: 0.0000181106

epoch time: 1230.3518066406s, input_fired_time: 18.3018283844, output_fired_time: 6.1523442268, propagate_forward_time: 473.4922180176, propagate_backward_time: 720.2045898438, weight_update_time: 0.4578453600, other_time: 12.2008056641
epoch time: 94.3179550171s, input_fired_time: 1.0076482296, output_fired_time: 0.0000000000, propagate_forward_time: 91.3046264648, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0056838989
validation[          , genome  6189] predictions:    6564/  10000 (65.64%), best:    6622/10000 (66.22%), error:     10020.05469, best error:      9892.80762 on epoch:    64, epoch:   65/100, mu: 0.9797056913, learning_rate: 0.0000119078, weight_decay: 0.0000171377

epoch time: 1238.3121337891s, input_fired_time: 18.2845439911, output_fired_time: 6.1851758957, propagate_forward_time: 477.6740112305, propagate_backward_time: 724.0463867188, weight_update_time: 0.4585336745, other_time: 12.1220092773
epoch time: 93.1681823730s, input_fired_time: 0.9764937162, output_fired_time: 0.0000000000, propagate_forward_time: 90.1954421997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9962463379
validation[          , genome  6189] predictions:    6612/  10000 (66.12%), best:    6622/10000 (66.22%), error:      9934.86230, best error:      9892.80762 on epoch:    64, epoch:   66/100, mu: 0.9802996516, learning_rate: 0.0000110708, weight_decay: 0.0000162171

epoch time: 1218.9475097656s, input_fired_time: 17.8002319336, output_fired_time: 6.1808891296, propagate_forward_time: 459.6938781738, propagate_backward_time: 723.5090332031, weight_update_time: 0.4496964812, other_time: 11.7634277344
epoch time: 94.2193069458s, input_fired_time: 0.9883807898, output_fired_time: 0.0000000000, propagate_forward_time: 91.2051467896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0257797241
validation[          , genome  6189] predictions:    6620/  10000 (66.20%), best:    6622/10000 (66.22%), error:      9958.23242, best error:      9892.80762 on epoch:    64, epoch:   67/100, mu: 0.9808593392, learning_rate: 0.0000102926, weight_decay: 0.0000153460

epoch time: 1229.3890380859s, input_fired_time: 18.0824871063, output_fired_time: 6.1807670593, propagate_forward_time: 469.3649597168, propagate_backward_time: 723.8454589844, weight_update_time: 0.4527532160, other_time: 11.9152832031
epoch time: 98.7459869385s, input_fired_time: 0.9993211627, output_fired_time: 0.0000000000, propagate_forward_time: 95.7704315186, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9762344360
validation[          , genome  6189] predictions:    6613/  10000 (66.13%), best:    6622/10000 (66.22%), error:      9934.47559, best error:      9892.80762 on epoch:    64, epoch:   68/100, mu: 0.9813867211, learning_rate: 0.0000095692, weight_decay: 0.0000145216

epoch time: 1235.6645507812s, input_fired_time: 18.2912864685, output_fired_time: 6.2141709328, propagate_forward_time: 473.1138916016, propagate_backward_time: 726.1362915039, weight_update_time: 0.4532067478, other_time: 11.9089965820
epoch time: 93.2834548950s, input_fired_time: 0.9727745652, output_fired_time: 0.0000000000, propagate_forward_time: 90.3790817261, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9315948486
validation[          , genome  6189] predictions:    6552/  10000 (65.52%), best:    6622/10000 (66.22%), error:     10023.45312, best error:      9892.80762 on epoch:    64, epoch:   69/100, mu: 0.9818836451, learning_rate: 0.0000088965, weight_decay: 0.0000137415

epoch time: 1261.1519775391s, input_fired_time: 18.1400928497, output_fired_time: 6.2870182991, propagate_forward_time: 485.2558288574, propagate_backward_time: 739.5393676758, weight_update_time: 0.4470257461, other_time: 11.9296264648
epoch time: 101.8306274414s, input_fired_time: 1.0446860790, output_fired_time: 0.0000000000, propagate_forward_time: 98.7357482910, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0501937866
validation[          , genome  6189] predictions:    6603/  10000 (66.03%), best:    6622/10000 (66.22%), error:      9951.16992, best error:      9892.80762 on epoch:    64, epoch:   70/100, mu: 0.9823518991, learning_rate: 0.0000082712, weight_decay: 0.0000130034

epoch time: 1266.4796142578s, input_fired_time: 18.3147068024, output_fired_time: 6.3094329834, propagate_forward_time: 488.4984130859, propagate_backward_time: 741.0563964844, weight_update_time: 0.4575932920, other_time: 12.3006591797
epoch time: 96.5204925537s, input_fired_time: 1.0171853304, output_fired_time: 0.0000000000, propagate_forward_time: 93.5024642944, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0008392334
validation[          , genome  6189] predictions:    6635/  10000 (66.35%), best:    6635/10000 (66.35%), error:      9856.14258, best error:      9856.14258 on epoch:    71, epoch:   71/100, mu: 0.9827931523, learning_rate: 0.0000076898, weight_decay: 0.0000123048

epoch time: 1251.9134521484s, input_fired_time: 18.1803989410, output_fired_time: 6.2141785622, propagate_forward_time: 484.8623352051, propagate_backward_time: 730.6380615234, weight_update_time: 0.4580830932, other_time: 12.0184326172
epoch time: 98.5250015259s, input_fired_time: 0.9436616302, output_fired_time: 0.0000000000, propagate_forward_time: 95.5788269043, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0025100708
validation[          , genome  6189] predictions:    6631/  10000 (66.31%), best:    6635/10000 (66.35%), error:      9873.06641, best error:      9856.14258 on epoch:    71, epoch:   72/100, mu: 0.9832089543, learning_rate: 0.0000071493, weight_decay: 0.0000116438

epoch time: 1255.7344970703s, input_fired_time: 18.1433391571, output_fired_time: 6.1632571220, propagate_forward_time: 480.4286193848, propagate_backward_time: 738.6436767578, weight_update_time: 0.4578665495, other_time: 12.3557128906
epoch time: 99.0200653076s, input_fired_time: 1.0043327808, output_fired_time: 0.0000000000, propagate_forward_time: 96.0437393188, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9719924927
validation[          , genome  6189] predictions:    6614/  10000 (66.14%), best:    6635/10000 (66.35%), error:      9911.91602, best error:      9856.14258 on epoch:    71, epoch:   73/100, mu: 0.9836007953, learning_rate: 0.0000066468, weight_decay: 0.0000110184

epoch time: 1272.3093261719s, input_fired_time: 18.0915832520, output_fired_time: 6.3357663155, propagate_forward_time: 485.1794433594, propagate_backward_time: 750.4510498047, weight_update_time: 0.4531992972, other_time: 12.2514648438
epoch time: 93.3464584351s, input_fired_time: 1.0081100464, output_fired_time: 0.0000000000, propagate_forward_time: 90.3574981689, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9808502197
validation[          , genome  6189] predictions:    6616/  10000 (66.16%), best:    6616/10000 (66.16%), error:      9844.59180, best error:      9844.59180 on epoch:    74, epoch:   74/100, mu: 0.9839699864, learning_rate: 0.0000061796, weight_decay: 0.0000104265

epoch time: 1235.4575195312s, input_fired_time: 18.0390472412, output_fired_time: 6.1322650909, propagate_forward_time: 473.3140869141, propagate_backward_time: 726.1220703125, weight_update_time: 0.4412994385, other_time: 11.8499755859
epoch time: 92.9305114746s, input_fired_time: 0.9998075366, output_fired_time: 0.0000000000, propagate_forward_time: 89.9921722412, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9385299683
validation[          , genome  6189] predictions:    6583/  10000 (65.83%), best:    6616/10000 (66.16%), error:      9925.37305, best error:      9844.59180 on epoch:    74, epoch:   75/100, mu: 0.9843178988, learning_rate: 0.0000057452, weight_decay: 0.0000098664

epoch time: 1264.4351806641s, input_fired_time: 17.6212081909, output_fired_time: 6.2802762985, propagate_forward_time: 476.6529846191, propagate_backward_time: 752.0545654297, weight_update_time: 0.4310389459, other_time: 11.8261718750
epoch time: 102.1100006104s, input_fired_time: 1.0206551552, output_fired_time: 0.0000000000, propagate_forward_time: 99.1010360718, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9883117676
validation[          , genome  6189] predictions:    6621/  10000 (66.21%), best:    6616/10000 (66.16%), error:      9863.31348, best error:      9844.59180 on epoch:    74, epoch:   76/100, mu: 0.9846457243, learning_rate: 0.0000053414, weight_decay: 0.0000093364

epoch time: 1276.4478759766s, input_fired_time: 18.2721672058, output_fired_time: 6.3217811584, propagate_forward_time: 489.4985351562, propagate_backward_time: 750.4610595703, weight_update_time: 0.4376636446, other_time: 11.8942871094
epoch time: 100.1064071655s, input_fired_time: 1.0281610489, output_fired_time: 0.0000000000, propagate_forward_time: 97.0735168457, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0047302246
validation[          , genome  6189] predictions:    6667/  10000 (66.67%), best:    6616/10000 (66.16%), error:      9867.97363, best error:      9844.59180 on epoch:    74, epoch:   77/100, mu: 0.9849546552, learning_rate: 0.0000049659, weight_decay: 0.0000088348

epoch time: 1269.4647216797s, input_fired_time: 18.5291671753, output_fired_time: 6.2897281647, propagate_forward_time: 492.8379516602, propagate_backward_time: 739.7662353516, weight_update_time: 0.4522470236, other_time: 12.0416870117
epoch time: 98.9659652710s, input_fired_time: 1.0185084343, output_fired_time: 0.0000000000, propagate_forward_time: 96.0158157349, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9316406250
validation[          , genome  6189] predictions:    6633/  10000 (66.33%), best:    6616/10000 (66.16%), error:      9901.45215, best error:      9844.59180 on epoch:    74, epoch:   78/100, mu: 0.9852457643, learning_rate: 0.0000046169, weight_decay: 0.0000083602

epoch time: 1240.3858642578s, input_fired_time: 17.9222564697, output_fired_time: 6.1345062256, propagate_forward_time: 471.7317199707, propagate_backward_time: 732.7357788086, weight_update_time: 0.4359180927, other_time: 11.8616333008
epoch time: 99.2466506958s, input_fired_time: 1.0047174692, output_fired_time: 0.0000000000, propagate_forward_time: 96.2506256104, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9913101196
validation[          , genome  6189] predictions:    6677/  10000 (66.77%), best:    6677/10000 (66.77%), error:      9832.93652, best error:      9832.93652 on epoch:    79, epoch:   79/100, mu: 0.9855200648, learning_rate: 0.0000042923, weight_decay: 0.0000079111

epoch time: 1266.4263916016s, input_fired_time: 18.1757278442, output_fired_time: 6.2968611717, propagate_forward_time: 485.4443969727, propagate_backward_time: 744.4577026367, weight_update_time: 0.4463991225, other_time: 12.0516357422
epoch time: 95.6683807373s, input_fired_time: 1.0102379322, output_fired_time: 0.0000000000, propagate_forward_time: 92.6429367065, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0152053833
validation[          , genome  6189] predictions:    6678/  10000 (66.78%), best:    6678/10000 (66.78%), error:      9810.80469, best error:      9810.80469 on epoch:    80, epoch:   80/100, mu: 0.9857785106, learning_rate: 0.0000039906, weight_decay: 0.0000074862

epoch time: 1279.5688476562s, input_fired_time: 18.1288719177, output_fired_time: 6.4100127220, propagate_forward_time: 484.4198913574, propagate_backward_time: 758.4747314453, weight_update_time: 0.4453985691, other_time: 12.1352539062
epoch time: 99.5775909424s, input_fired_time: 1.0294573307, output_fired_time: 0.0000000000, propagate_forward_time: 96.5964202881, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9517135620
validation[          , genome  6189] predictions:    6659/  10000 (66.59%), best:    6678/10000 (66.78%), error:      9828.95312, best error:      9810.80469 on epoch:    80, epoch:   81/100, mu: 0.9860220551, learning_rate: 0.0000037101, weight_decay: 0.0000070840

epoch time: 1227.6405029297s, input_fired_time: 17.9447631836, output_fired_time: 6.2590212822, propagate_forward_time: 464.4729003906, propagate_backward_time: 727.3305664062, weight_update_time: 0.4384052157, other_time: 11.6333007812
epoch time: 98.8903350830s, input_fired_time: 1.0191410780, output_fired_time: 0.0000000000, propagate_forward_time: 95.9016647339, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9695281982
validation[          , genome  6189] predictions:    6652/  10000 (66.52%), best:    6678/10000 (66.78%), error:      9843.89062, best error:      9810.80469 on epoch:    80, epoch:   82/100, mu: 0.9862515926, learning_rate: 0.0000034493, weight_decay: 0.0000067035

epoch time: 1228.3569335938s, input_fired_time: 18.1227703094, output_fired_time: 6.2152600288, propagate_forward_time: 467.4144897461, propagate_backward_time: 724.7796630859, weight_update_time: 0.4465272427, other_time: 11.8247680664
epoch time: 92.0151062012s, input_fired_time: 1.0149127245, output_fired_time: 0.0000000000, propagate_forward_time: 89.1271667480, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8730239868
validation[          , genome  6189] predictions:    6654/  10000 (66.54%), best:    6678/10000 (66.78%), error:      9850.40625, best error:      9810.80469 on epoch:    80, epoch:   83/100, mu: 0.9864678383, learning_rate: 0.0000032069, weight_decay: 0.0000063434

epoch time: 1250.3966064453s, input_fired_time: 17.7742252350, output_fired_time: 6.2802190781, propagate_forward_time: 469.7643432617, propagate_backward_time: 744.7506103516, weight_update_time: 0.4348207712, other_time: 11.8272094727
epoch time: 97.7947998047s, input_fired_time: 0.9438916445, output_fired_time: 0.0000000000, propagate_forward_time: 94.9397354126, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9111709595
validation[          , genome  6189] predictions:    6635/  10000 (66.35%), best:    6678/10000 (66.78%), error:      9835.15137, best error:      9810.80469 on epoch:    80, epoch:   84/100, mu: 0.9866716266, learning_rate: 0.0000029815, weight_decay: 0.0000060026

epoch time: 1282.0678710938s, input_fired_time: 18.4676818848, output_fired_time: 6.2873764038, propagate_forward_time: 495.5185546875, propagate_backward_time: 749.5910644531, weight_update_time: 0.4514583349, other_time: 12.2032470703
epoch time: 103.1772918701s, input_fired_time: 1.0272278786, output_fired_time: 0.0000000000, propagate_forward_time: 100.1183319092, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0317306519
validation[          , genome  6189] predictions:    6659/  10000 (66.59%), best:    6678/10000 (66.78%), error:      9832.26074, best error:      9810.80469 on epoch:    80, epoch:   85/100, mu: 0.9868636727, learning_rate: 0.0000027719, weight_decay: 0.0000056802

epoch time: 1276.2521972656s, input_fired_time: 18.1454563141, output_fired_time: 6.3312602043, propagate_forward_time: 487.9414062500, propagate_backward_time: 751.6678466797, weight_update_time: 0.4532306492, other_time: 12.1661376953
epoch time: 95.1159439087s, input_fired_time: 1.0223641396, output_fired_time: 0.0000000000, propagate_forward_time: 92.1181716919, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9754104614
validation[          , genome  6189] predictions:    6644/  10000 (66.44%), best:    6678/10000 (66.78%), error:      9823.13574, best error:      9810.80469 on epoch:    80, epoch:   86/100, mu: 0.9870446324, learning_rate: 0.0000025771, weight_decay: 0.0000053750

epoch time: 1286.3149414062s, input_fired_time: 18.7296504974, output_fired_time: 6.2852110863, propagate_forward_time: 500.7486572266, propagate_backward_time: 747.9906616211, weight_update_time: 0.4667727947, other_time: 12.5608520508
epoch time: 97.9599533081s, input_fired_time: 1.0314784050, output_fired_time: 0.0000000000, propagate_forward_time: 94.9348983765, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9935760498
validation[          , genome  6189] predictions:    6670/  10000 (66.70%), best:    6670/10000 (66.70%), error:      9800.76270, best error:      9800.76270 on epoch:    87, epoch:   87/100, mu: 0.9872151613, learning_rate: 0.0000023959, weight_decay: 0.0000050863

epoch time: 1276.0849609375s, input_fired_time: 18.8686981201, output_fired_time: 6.2916574478, propagate_forward_time: 496.5452880859, propagate_backward_time: 742.2670288086, weight_update_time: 0.4515369833, other_time: 12.1123657227
epoch time: 91.4325256348s, input_fired_time: 0.9893400669, output_fired_time: 0.0000000000, propagate_forward_time: 88.4843902588, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9587936401
validation[          , genome  6189] predictions:    6694/  10000 (66.94%), best:    6670/10000 (66.70%), error:      9800.79785, best error:      9800.76270 on epoch:    87, epoch:   88/100, mu: 0.9873758554, learning_rate: 0.0000022275, weight_decay: 0.0000048131

epoch time: 1271.8078613281s, input_fired_time: 18.6138992310, output_fired_time: 6.3478040695, propagate_forward_time: 491.1977233887, propagate_backward_time: 743.9317626953, weight_update_time: 0.4381022453, other_time: 11.7166748047
epoch time: 96.6142654419s, input_fired_time: 1.0230259895, output_fired_time: 0.0000000000, propagate_forward_time: 93.7064895630, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8847503662
validation[          , genome  6189] predictions:    6651/  10000 (66.51%), best:    6670/10000 (66.70%), error:      9817.30371, best error:      9800.76270 on epoch:    87, epoch:   89/100, mu: 0.9875272512, learning_rate: 0.0000020709, weight_decay: 0.0000045545

epoch time: 1291.7454833984s, input_fired_time: 18.2585487366, output_fired_time: 6.3577141762, propagate_forward_time: 494.2339477539, propagate_backward_time: 760.9694213867, weight_update_time: 0.4353151917, other_time: 11.9259033203
epoch time: 93.9030380249s, input_fired_time: 0.9748547673, output_fired_time: 0.0000000000, propagate_forward_time: 91.0574722290, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8707122803
validation[          , genome  6189] predictions:    6664/  10000 (66.64%), best:    6670/10000 (66.70%), error:      9811.01465, best error:      9800.76270 on epoch:    87, epoch:   90/100, mu: 0.9876699448, learning_rate: 0.0000019254, weight_decay: 0.0000043099

epoch time: 1291.7033691406s, input_fired_time: 17.8877429962, output_fired_time: 6.3391556740, propagate_forward_time: 490.2345275879, propagate_backward_time: 764.9686889648, weight_update_time: 0.4448534548, other_time: 12.2733764648
epoch time: 106.8462066650s, input_fired_time: 1.0517483950, output_fired_time: 0.0000000000, propagate_forward_time: 103.6640090942, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1304473877
validation[          , genome  6189] predictions:    6679/  10000 (66.79%), best:    6670/10000 (66.70%), error:      9815.42285, best error:      9800.76270 on epoch:    87, epoch:   91/100, mu: 0.9878043532, learning_rate: 0.0000017900, weight_decay: 0.0000040783

epoch time: 1278.6666259766s, input_fired_time: 18.5525302887, output_fired_time: 6.2928118706, propagate_forward_time: 496.9926757812, propagate_backward_time: 744.5239868164, weight_update_time: 0.4578669369, other_time: 12.3046264648
epoch time: 104.3645858765s, input_fired_time: 1.0509762764, output_fired_time: 0.0000000000, propagate_forward_time: 101.2220993042, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0915069580
validation[          , genome  6189] predictions:    6686/  10000 (66.86%), best:    6686/10000 (66.86%), error:      9780.19141, best error:      9780.19141 on epoch:    92, epoch:   92/100, mu: 0.9879310131, learning_rate: 0.0000016642, weight_decay: 0.0000038593

epoch time: 1264.1031494141s, input_fired_time: 18.5785942078, output_fired_time: 6.2859134674, propagate_forward_time: 487.9875488281, propagate_backward_time: 738.8703002930, weight_update_time: 0.4663129449, other_time: 12.3807983398
epoch time: 102.1104583740s, input_fired_time: 1.0479407310, output_fired_time: 0.0000000000, propagate_forward_time: 99.0057907104, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0567245483
validation[          , genome  6189] predictions:    6678/  10000 (66.78%), best:    6686/10000 (66.86%), error:      9819.93848, best error:      9780.19141 on epoch:    92, epoch:   93/100, mu: 0.9880504012, learning_rate: 0.0000015472, weight_decay: 0.0000036519

epoch time: 1250.4702148438s, input_fired_time: 18.2739048004, output_fired_time: 6.3223352432, propagate_forward_time: 480.0330505371, propagate_backward_time: 733.7669677734, weight_update_time: 0.4607074559, other_time: 12.0738525391
epoch time: 102.4152221680s, input_fired_time: 1.0637164116, output_fired_time: 0.0000000000, propagate_forward_time: 99.2777099609, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0737991333
validation[          , genome  6189] predictions:    6687/  10000 (66.87%), best:    6686/10000 (66.86%), error:      9781.65332, best error:      9780.19141 on epoch:    92, epoch:   94/100, mu: 0.9881628752, learning_rate: 0.0000014385, weight_decay: 0.0000034558

epoch time: 1355.3607177734s, input_fired_time: 19.7531414032, output_fired_time: 6.6611337662, propagate_forward_time: 532.6459350586, propagate_backward_time: 783.2749023438, weight_update_time: 0.4858329594, other_time: 13.0255737305
epoch time: 97.9322128296s, input_fired_time: 0.9548300505, output_fired_time: 0.0000000000, propagate_forward_time: 94.9995880127, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9777984619
validation[          , genome  6189] predictions:    6667/  10000 (66.67%), best:    6686/10000 (66.86%), error:      9782.65137, best error:      9780.19141 on epoch:    92, epoch:   95/100, mu: 0.9882688522, learning_rate: 0.0000013374, weight_decay: 0.0000032701

epoch time: 1241.2341308594s, input_fired_time: 18.0677146912, output_fired_time: 6.1392207146, propagate_forward_time: 477.5488281250, propagate_backward_time: 727.3315429688, weight_update_time: 0.4499289095, other_time: 12.1468505859
epoch time: 96.0690155029s, input_fired_time: 1.0379382372, output_fired_time: 0.0000000000, propagate_forward_time: 93.0288238525, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0022506714
validation[          , genome  6189] predictions:    6686/  10000 (66.86%), best:    6686/10000 (66.86%), error:      9777.82520, best error:      9777.82520 on epoch:    96, epoch:   96/100, mu: 0.9883687496, learning_rate: 0.0000012434, weight_decay: 0.0000030945

epoch time: 1281.4520263672s, input_fired_time: 18.5687828064, output_fired_time: 6.2611703873, propagate_forward_time: 500.5450134277, propagate_backward_time: 743.6244506836, weight_update_time: 0.4627235830, other_time: 12.4525756836
epoch time: 99.0742263794s, input_fired_time: 0.9818994403, output_fired_time: 0.0000000000, propagate_forward_time: 96.0616226196, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0307006836
validation[          , genome  6189] predictions:    6689/  10000 (66.89%), best:    6689/10000 (66.89%), error:      9777.54004, best error:      9777.54004 on epoch:    97, epoch:   97/100, mu: 0.9884628654, learning_rate: 0.0000011560, weight_decay: 0.0000029282

epoch time: 1299.4189453125s, input_fired_time: 18.4513034821, output_fired_time: 6.3482341766, propagate_forward_time: 501.5277099609, propagate_backward_time: 760.4996337891, weight_update_time: 0.4616048932, other_time: 12.5920410156
epoch time: 105.4818954468s, input_fired_time: 1.0373289585, output_fired_time: 0.0000000000, propagate_forward_time: 102.3432922363, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1012725830
validation[          , genome  6189] predictions:    6687/  10000 (66.87%), best:    6687/10000 (66.87%), error:      9772.56934, best error:      9772.56934 on epoch:    98, epoch:   98/100, mu: 0.9885515571, learning_rate: 0.0000010747, weight_decay: 0.0000027709

epoch time: 1227.7015380859s, input_fired_time: 18.1456089020, output_fired_time: 6.2741632462, propagate_forward_time: 468.9610290527, propagate_backward_time: 722.2725830078, weight_update_time: 0.4665622711, other_time: 12.0480957031
epoch time: 98.9561767578s, input_fired_time: 1.0320535898, output_fired_time: 0.0000000000, propagate_forward_time: 95.9425201416, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9816055298
validation[          , genome  6189] predictions:    6690/  10000 (66.90%), best:    6687/10000 (66.87%), error:      9780.73340, best error:      9772.56934 on epoch:    98, epoch:   99/100, mu: 0.9886351228, learning_rate: 0.0000009992, weight_decay: 0.0000026221

epoch time: 1282.2741699219s, input_fired_time: 17.8928775787, output_fired_time: 6.3664755821, propagate_forward_time: 485.9536132812, propagate_backward_time: 759.6884765625, weight_update_time: 0.4534276426, other_time: 12.3728027344
epoch time: 98.2542190552s, input_fired_time: 0.9674517512, output_fired_time: 0.0000000000, propagate_forward_time: 95.2799224854, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0068435669
validation[          , genome  6189] predictions:    6691/  10000 (66.91%), best:    6687/10000 (66.87%), error:      9773.58691, best error:      9772.56934 on epoch:    98, epoch:  100/100, mu: 0.9887138605, learning_rate: 0.0000009289, weight_decay: 0.0000024812

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 519.2371215820s, input_fired_time: 5.1954474449, output_fired_time: 0.0000000000, propagate_forward_time: 503.5976867676, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 10.4440002441
best training[          , genome  6189] predictions:   36053/  50000 (72.11%), best:    6687/10000 (66.87%), error:     42613.62891, best error:      9772.56934 on epoch:    98, epoch:  101/100, mu: 0.9887880683, learning_rate: 0.0000008636, weight_decay: 0.0000023479
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 104.8552780151s, input_fired_time: 1.0528932810, output_fired_time: 0.0000000000, propagate_forward_time: 101.7412719727, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0611114502
   testing[          , genome  6189] predictions:    6687/  10000 (66.87%), best:    6687/10000 (66.87%), error:      9772.56934, best error:      9772.56934 on epoch:    98, epoch:  101/100, mu: 0.9887880683, learning_rate: 0.0000008636, weight_decay: 0.0000023479
backpropagation finished successfully!
13:20:24 (9037): called boinc_finish(0)

</stderr_txt>
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