Nameexact_genome_1512568488_42_6134_0
Workunit2601931
Created7 Dec 2017, 18:10:40 UTC
Sent7 Dec 2017, 18:13:48 UTC
Report deadline13 Dec 2017, 11:43:43 UTC
Received8 Dec 2017, 23:12:26 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52320
Run time2 hours 53 min 35 sec
CPU time2 hours 53 min 32 sec
Validate stateValid
Credit1,432.28
Device peak FLOPS2.93 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size155.22 MB
Peak swap size153.69 MB
Peak disk usage1.79 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.1299698055, output_fired_time: 0.0000000000, propagate_forward_time: 7.2023782730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4689822197
validation[          , genome  6134] predictions:    9593/  10000 (95.93%), best:    9623/10000 (96.23%), error:      1369.84375, best error:      1261.87476 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 94.8200225830s, input_fired_time: 1.0564895868, output_fired_time: 0.9614593387, propagate_forward_time: 36.0017280579, propagate_backward_time: 54.2023963928, weight_update_time: 0.1324327141, other_time: 2.5979537964
epoch time: 7.8057775497s, input_fired_time: 0.1275529414, output_fired_time: 0.0000000000, propagate_forward_time: 7.2236013412, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4546232224
validation[          , genome  6134] predictions:    9553/  10000 (95.53%), best:    9623/10000 (96.23%), error:      1474.32617, best error:      1261.87476 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 94.5677413940s, input_fired_time: 1.0448106527, output_fired_time: 0.9662377834, propagate_forward_time: 35.9223976135, propagate_backward_time: 54.1011047363, weight_update_time: 0.1297655255, other_time: 2.5331916809
epoch time: 7.7179250717s, input_fired_time: 0.1280847937, output_fired_time: 0.0000000000, propagate_forward_time: 7.1409196854, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4489207268
validation[          , genome  6134] predictions:    9581/  10000 (95.81%), best:    9623/10000 (96.23%), error:      1372.40991, best error:      1261.87476 on epoch:    12, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 95.1007232666s, input_fired_time: 1.0628762245, output_fired_time: 0.9702025652, propagate_forward_time: 36.1016769409, propagate_backward_time: 54.3697776794, weight_update_time: 0.1329512298, other_time: 2.5961952209
epoch time: 7.7998042107s, input_fired_time: 0.1301317066, output_fired_time: 0.0000000000, propagate_forward_time: 7.2090868950, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4605855942
validation[          , genome  6134] predictions:    9639/  10000 (96.39%), best:    9639/10000 (96.39%), error:      1250.97876, best error:      1250.97876 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 94.5219573975s, input_fired_time: 1.0431991816, output_fired_time: 0.9688906074, propagate_forward_time: 35.8925704956, propagate_backward_time: 54.1172904968, weight_update_time: 0.1299133599, other_time: 2.5000114441
epoch time: 7.7645916939s, input_fired_time: 0.1273769587, output_fired_time: 0.0000000000, propagate_forward_time: 7.1891522408, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4480624199
validation[          , genome  6134] predictions:    9605/  10000 (96.05%), best:    9605/10000 (96.05%), error:      1240.21765, best error:      1240.21765 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 94.9719009399s, input_fired_time: 1.0488352776, output_fired_time: 0.9652348757, propagate_forward_time: 36.1054115295, propagate_backward_time: 54.3218116760, weight_update_time: 0.1307928860, other_time: 2.5306091309
epoch time: 7.8121385574s, input_fired_time: 0.1282970309, output_fired_time: 0.0000000000, propagate_forward_time: 7.2320928574, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4517488480
validation[          , genome  6134] predictions:    9604/  10000 (96.04%), best:    9605/10000 (96.05%), error:      1342.41455, best error:      1240.21765 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 94.7531127930s, input_fired_time: 1.0622498989, output_fired_time: 0.9641500711, propagate_forward_time: 35.9835205078, propagate_backward_time: 54.1429939270, weight_update_time: 0.1326044202, other_time: 2.6002006531
epoch time: 7.7856307030s, input_fired_time: 0.1314331889, output_fired_time: 0.0000000000, propagate_forward_time: 7.1933455467, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4608521461
validation[          , genome  6134] predictions:    9631/  10000 (96.31%), best:    9631/10000 (96.31%), error:      1227.77478, best error:      1227.77478 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 94.6837997437s, input_fired_time: 1.0440273285, output_fired_time: 0.9671760201, propagate_forward_time: 35.9406471252, propagate_backward_time: 54.2147674561, weight_update_time: 0.1306395382, other_time: 2.5171775818
epoch time: 7.7782812119s, input_fired_time: 0.1283401847, output_fired_time: 0.0000000000, propagate_forward_time: 7.1999225616, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4500184059
validation[          , genome  6134] predictions:    9640/  10000 (96.40%), best:    9640/10000 (96.40%), error:      1208.99670, best error:      1208.99670 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 93.9862747192s, input_fired_time: 1.0451009274, output_fired_time: 0.9604804516, propagate_forward_time: 35.6647949219, propagate_backward_time: 53.7702522278, weight_update_time: 0.1291402429, other_time: 2.5456504822
epoch time: 7.7049551010s, input_fired_time: 0.1289562136, output_fired_time: 0.0000000000, propagate_forward_time: 7.1262526512, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4497461319
validation[          , genome  6134] predictions:    9638/  10000 (96.38%), best:    9638/10000 (96.38%), error:      1156.81433, best error:      1156.81433 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 94.2469024658s, input_fired_time: 1.0451695919, output_fired_time: 0.9616897702, propagate_forward_time: 35.8049278259, propagate_backward_time: 53.9280090332, weight_update_time: 0.1292756051, other_time: 2.5071067810
epoch time: 7.6990218163s, input_fired_time: 0.1278886795, output_fired_time: 0.0000000000, propagate_forward_time: 7.1223726273, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4487605095
validation[          , genome  6134] predictions:    9653/  10000 (96.53%), best:    9638/10000 (96.38%), error:      1162.74902, best error:      1156.81433 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 94.6341629028s, input_fired_time: 1.0630760193, output_fired_time: 0.9628464580, propagate_forward_time: 35.9663505554, propagate_backward_time: 54.0482978821, weight_update_time: 0.1322400868, other_time: 2.5935974121
epoch time: 7.7596473694s, input_fired_time: 0.1312674433, output_fired_time: 0.0000000000, propagate_forward_time: 7.1705784798, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4578013420
validation[          , genome  6134] predictions:    9616/  10000 (96.16%), best:    9638/10000 (96.38%), error:      1290.96411, best error:      1156.81433 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 94.8823928833s, input_fired_time: 1.0453823805, output_fired_time: 0.9664382935, propagate_forward_time: 36.0624504089, propagate_backward_time: 54.3054046631, weight_update_time: 0.1293640733, other_time: 2.5027198792
epoch time: 7.7559490204s, input_fired_time: 0.1284115016, output_fired_time: 0.0000000000, propagate_forward_time: 7.1807293892, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4468083382
validation[          , genome  6134] predictions:    9670/  10000 (96.70%), best:    9670/10000 (96.70%), error:      1113.45825, best error:      1113.45825 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 95.2139739990s, input_fired_time: 1.0515983105, output_fired_time: 0.9687640071, propagate_forward_time: 36.2004508972, propagate_backward_time: 54.4657211304, weight_update_time: 0.1308591366, other_time: 2.5274391174
epoch time: 7.8348703384s, input_fired_time: 0.1306309849, output_fired_time: 0.0000000000, propagate_forward_time: 7.2541365623, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4501028061
validation[          , genome  6134] predictions:    9634/  10000 (96.34%), best:    9670/10000 (96.70%), error:      1214.92834, best error:      1113.45825 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 95.0752258301s, input_fired_time: 1.0711880922, output_fired_time: 0.9705274105, propagate_forward_time: 36.0622215271, propagate_backward_time: 54.3774147034, weight_update_time: 0.1327944696, other_time: 2.5938720703
epoch time: 7.8175473213s, input_fired_time: 0.1312866509, output_fired_time: 0.0000000000, propagate_forward_time: 7.2254438400, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4608168602
validation[          , genome  6134] predictions:    9653/  10000 (96.53%), best:    9653/10000 (96.53%), error:      1090.50049, best error:      1090.50049 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 94.9574279785s, input_fired_time: 1.0648148060, output_fired_time: 0.9643247724, propagate_forward_time: 36.0510253906, propagate_backward_time: 54.2876625061, weight_update_time: 0.1325878054, other_time: 2.5896034241
epoch time: 7.8248424530s, input_fired_time: 0.1322563291, output_fired_time: 0.0000000000, propagate_forward_time: 7.2321753502, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4604105949
validation[          , genome  6134] predictions:    9662/  10000 (96.62%), best:    9653/10000 (96.53%), error:      1190.69080, best error:      1090.50049 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 94.6247177124s, input_fired_time: 1.0642288923, output_fired_time: 0.9640401602, propagate_forward_time: 35.9218444824, propagate_backward_time: 54.0771789551, weight_update_time: 0.1313900501, other_time: 2.5974197388
epoch time: 7.7974720001s, input_fired_time: 0.1329812407, output_fired_time: 0.0000000000, propagate_forward_time: 7.2098078728, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4546828270
validation[          , genome  6134] predictions:    9693/  10000 (96.93%), best:    9693/10000 (96.93%), error:      1029.43677, best error:      1029.43677 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 94.7995223999s, input_fired_time: 1.0564402342, output_fired_time: 0.9668344259, propagate_forward_time: 35.9810485840, propagate_backward_time: 54.2419204712, weight_update_time: 0.1318880618, other_time: 2.5532760620
epoch time: 7.7608480453s, input_fired_time: 0.1304730028, output_fired_time: 0.0000000000, propagate_forward_time: 7.1828904152, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4474844933
validation[          , genome  6134] predictions:    9576/  10000 (95.76%), best:    9693/10000 (96.93%), error:      1434.12256, best error:      1029.43677 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 94.1661300659s, input_fired_time: 1.0485687256, output_fired_time: 0.9581391215, propagate_forward_time: 35.8198013306, propagate_backward_time: 53.8256454468, weight_update_time: 0.1301131845, other_time: 2.5139770508
epoch time: 7.7867484093s, input_fired_time: 0.1281070262, output_fired_time: 0.0000000000, propagate_forward_time: 7.2089304924, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4497108459
validation[          , genome  6134] predictions:    9674/  10000 (96.74%), best:    9693/10000 (96.93%), error:      1084.03455, best error:      1029.43677 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 94.0788726807s, input_fired_time: 1.0656523705, output_fired_time: 0.9599738717, propagate_forward_time: 35.6692733765, propagate_backward_time: 53.7886924744, weight_update_time: 0.1312336326, other_time: 2.5952796936
epoch time: 7.7086563110s, input_fired_time: 0.1304336935, output_fired_time: 0.0000000000, propagate_forward_time: 7.1183538437, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4598689079
validation[          , genome  6134] predictions:    9664/  10000 (96.64%), best:    9693/10000 (96.93%), error:      1117.15015, best error:      1029.43677 on epoch:    29, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 94.9640808105s, input_fired_time: 1.0672378540, output_fired_time: 0.9667385221, propagate_forward_time: 36.0570869446, propagate_backward_time: 54.2737236023, weight_update_time: 0.1315510273, other_time: 2.5992965698
epoch time: 7.8181962967s, input_fired_time: 0.1322149038, output_fired_time: 0.0000000000, propagate_forward_time: 7.2269797325, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4590015411
validation[          , genome  6134] predictions:    9666/  10000 (96.66%), best:    9693/10000 (96.93%), error:      1144.52869, best error:      1029.43677 on epoch:    29, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 95.3537902832s, input_fired_time: 1.0761331320, output_fired_time: 0.9739865065, propagate_forward_time: 36.1891403198, propagate_backward_time: 54.5152893066, weight_update_time: 0.1335113794, other_time: 2.5992431641
epoch time: 7.8395261765s, input_fired_time: 0.1307250112, output_fired_time: 0.0000000000, propagate_forward_time: 7.2448754311, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4639258385
validation[          , genome  6134] predictions:    9659/  10000 (96.59%), best:    9693/10000 (96.93%), error:      1166.74609, best error:      1029.43677 on epoch:    29, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 94.1203765869s, input_fired_time: 1.0659152269, output_fired_time: 0.9602299333, propagate_forward_time: 35.7042388916, propagate_backward_time: 53.7973289490, weight_update_time: 0.1308365017, other_time: 2.5926628113
epoch time: 7.7250089645s, input_fired_time: 0.1323229671, output_fired_time: 0.0000000000, propagate_forward_time: 7.1348414421, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4578447342
validation[          , genome  6134] predictions:    9664/  10000 (96.64%), best:    9693/10000 (96.93%), error:      1113.75293, best error:      1029.43677 on epoch:    29, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 94.5483016968s, input_fired_time: 1.0624243021, output_fired_time: 0.9579569101, propagate_forward_time: 35.9321899414, propagate_backward_time: 54.0171699524, weight_update_time: 0.1324677467, other_time: 2.5785636902
epoch time: 7.7879633904s, input_fired_time: 0.1312282085, output_fired_time: 0.0000000000, propagate_forward_time: 7.2086706161, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4480648041
validation[          , genome  6134] predictions:    9656/  10000 (96.56%), best:    9693/10000 (96.93%), error:      1139.93250, best error:      1029.43677 on epoch:    29, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 94.9808731079s, input_fired_time: 1.0665845871, output_fired_time: 0.9673349261, propagate_forward_time: 36.0928802490, propagate_backward_time: 54.2793426514, weight_update_time: 0.1315318793, other_time: 2.5747299194
epoch time: 7.7197880745s, input_fired_time: 0.1298386753, output_fired_time: 0.0000000000, propagate_forward_time: 7.1422357559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4477138519
validation[          , genome  6134] predictions:    9650/  10000 (96.50%), best:    9693/10000 (96.93%), error:      1115.89905, best error:      1029.43677 on epoch:    29, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 94.4823837280s, input_fired_time: 1.0560581684, output_fired_time: 0.9607731700, propagate_forward_time: 35.8790245056, propagate_backward_time: 54.0551033020, weight_update_time: 0.1300005168, other_time: 2.5314254761
epoch time: 7.7931590080s, input_fired_time: 0.1355497241, output_fired_time: 0.0000000000, propagate_forward_time: 7.1973981857, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4602112770
validation[          , genome  6134] predictions:    9667/  10000 (96.67%), best:    9693/10000 (96.93%), error:      1112.59973, best error:      1029.43677 on epoch:    29, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 94.5964279175s, input_fired_time: 1.0717481375, output_fired_time: 0.9599561691, propagate_forward_time: 35.9327964783, propagate_backward_time: 54.0387153625, weight_update_time: 0.1315613687, other_time: 2.5932159424
epoch time: 7.7990336418s, input_fired_time: 0.1339512765, output_fired_time: 0.0000000000, propagate_forward_time: 7.1966495514, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4684329033
validation[          , genome  6134] predictions:    9652/  10000 (96.52%), best:    9693/10000 (96.93%), error:      1162.32251, best error:      1029.43677 on epoch:    29, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 94.9766464233s, input_fired_time: 1.0728914738, output_fired_time: 0.9697397947, propagate_forward_time: 36.0078392029, propagate_backward_time: 54.3194351196, weight_update_time: 0.1335697323, other_time: 2.6067390442
epoch time: 7.8166236877s, input_fired_time: 0.1334318221, output_fired_time: 0.0000000000, propagate_forward_time: 7.2248253822, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4583663940
validation[          , genome  6134] predictions:    9689/  10000 (96.89%), best:    9693/10000 (96.93%), error:      1039.57397, best error:      1029.43677 on epoch:    29, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 94.4003143311s, input_fired_time: 1.0614842176, output_fired_time: 0.9567708969, propagate_forward_time: 35.8911666870, propagate_backward_time: 53.9478340149, weight_update_time: 0.1296460479, other_time: 2.5430564880
epoch time: 7.7012419701s, input_fired_time: 0.1298505962, output_fired_time: 0.0000000000, propagate_forward_time: 7.1235747337, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4478168488
validation[          , genome  6134] predictions:    9681/  10000 (96.81%), best:    9693/10000 (96.93%), error:      1047.88379, best error:      1029.43677 on epoch:    29, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 94.6320343018s, input_fired_time: 1.0726002455, output_fired_time: 0.9631357193, propagate_forward_time: 35.9299926758, propagate_backward_time: 54.0697364807, weight_update_time: 0.1322135478, other_time: 2.5965690613
epoch time: 7.7994542122s, input_fired_time: 0.1328223646, output_fired_time: 0.0000000000, propagate_forward_time: 7.2098584175, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4567732811
validation[          , genome  6134] predictions:    9677/  10000 (96.77%), best:    9693/10000 (96.93%), error:      1060.66675, best error:      1029.43677 on epoch:    29, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 95.1686248779s, input_fired_time: 1.0534085035, output_fired_time: 0.9695724249, propagate_forward_time: 36.1591987610, propagate_backward_time: 54.4906120300, weight_update_time: 0.1303118467, other_time: 2.4958343506
epoch time: 7.8058428764s, input_fired_time: 0.1317228228, output_fired_time: 0.0000000000, propagate_forward_time: 7.2208514214, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4532685280
validation[          , genome  6134] predictions:    9688/  10000 (96.88%), best:    9693/10000 (96.93%), error:      1059.43494, best error:      1029.43677 on epoch:    29, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 95.0510253906s, input_fired_time: 1.0531313419, output_fired_time: 0.9709601402, propagate_forward_time: 36.1096229553, propagate_backward_time: 54.4218063354, weight_update_time: 0.1307656318, other_time: 2.4955024719
epoch time: 7.8103976250s, input_fired_time: 0.1302982718, output_fired_time: 0.0000000000, propagate_forward_time: 7.2312688828, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4488306046
validation[          , genome  6134] predictions:    9706/  10000 (97.06%), best:    9706/10000 (97.06%), error:      1019.29907, best error:      1019.29907 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 94.6278686523s, input_fired_time: 1.0795756578, output_fired_time: 0.9613282084, propagate_forward_time: 35.9568405151, propagate_backward_time: 54.0334434509, weight_update_time: 0.1326270998, other_time: 2.5966835022
epoch time: 7.7758665085s, input_fired_time: 0.1323844790, output_fired_time: 0.0000000000, propagate_forward_time: 7.1820626259, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4614195824
validation[          , genome  6134] predictions:    9700/  10000 (97.00%), best:    9700/10000 (97.00%), error:       978.43530, best error:       978.43530 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 94.5837554932s, input_fired_time: 1.0657693148, output_fired_time: 0.9585757256, propagate_forward_time: 35.9021186829, propagate_backward_time: 54.1084136963, weight_update_time: 0.1304011345, other_time: 2.5488777161
epoch time: 7.7331867218s, input_fired_time: 0.1335992664, output_fired_time: 0.0000000000, propagate_forward_time: 7.1394705772, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4601168633
validation[          , genome  6134] predictions:    9684/  10000 (96.84%), best:    9700/10000 (97.00%), error:      1041.17737, best error:       978.43530 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 94.9793167114s, input_fired_time: 1.0709691048, output_fired_time: 0.9641032815, propagate_forward_time: 36.0113716125, propagate_backward_time: 54.3420867920, weight_update_time: 0.1329550594, other_time: 2.5907859802
epoch time: 7.8060803413s, input_fired_time: 0.1323302537, output_fired_time: 0.0000000000, propagate_forward_time: 7.2192974091, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4544525146
validation[          , genome  6134] predictions:    9683/  10000 (96.83%), best:    9700/10000 (97.00%), error:      1056.79761, best error:       978.43530 on epoch:    45, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 94.7241973877s, input_fired_time: 1.0590423346, output_fired_time: 0.9676370621, propagate_forward_time: 36.0186157227, propagate_backward_time: 54.1452217102, weight_update_time: 0.1302906424, other_time: 2.5336799622
epoch time: 7.7864089012s, input_fired_time: 0.1306343675, output_fired_time: 0.0000000000, propagate_forward_time: 7.2070484161, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4487261772
validation[          , genome  6134] predictions:    9694/  10000 (96.94%), best:    9700/10000 (97.00%), error:      1057.79138, best error:       978.43530 on epoch:    45, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 94.4395751953s, input_fired_time: 1.0750274658, output_fired_time: 0.9596068859, propagate_forward_time: 35.8991241455, propagate_backward_time: 53.9213714600, weight_update_time: 0.1320093572, other_time: 2.5844421387
epoch time: 7.7925481796s, input_fired_time: 0.1332994103, output_fired_time: 0.0000000000, propagate_forward_time: 7.2004227638, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4588260651
validation[          , genome  6134] predictions:    9681/  10000 (96.81%), best:    9700/10000 (97.00%), error:      1030.63330, best error:       978.43530 on epoch:    45, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 94.7526702881s, input_fired_time: 1.0589697361, output_fired_time: 0.9651375413, propagate_forward_time: 35.9919738770, propagate_backward_time: 54.2209281921, weight_update_time: 0.1297428310, other_time: 2.5156593323
epoch time: 7.7995052338s, input_fired_time: 0.1329684108, output_fired_time: 0.0000000000, propagate_forward_time: 7.2040467262, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4624900818
validation[          , genome  6134] predictions:    9651/  10000 (96.51%), best:    9700/10000 (97.00%), error:      1136.39368, best error:       978.43530 on epoch:    45, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 94.6403884888s, input_fired_time: 1.0766301155, output_fired_time: 0.9660714269, propagate_forward_time: 35.9220428467, propagate_backward_time: 54.0770988464, weight_update_time: 0.1320120543, other_time: 2.5985450745
epoch time: 7.7303118706s, input_fired_time: 0.1301730871, output_fired_time: 0.0000000000, propagate_forward_time: 7.1506404877, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4494981766
validation[          , genome  6134] predictions:    9677/  10000 (96.77%), best:    9700/10000 (97.00%), error:      1074.57568, best error:       978.43530 on epoch:    45, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 94.5768432617s, input_fired_time: 1.0669507980, output_fired_time: 0.9587014318, propagate_forward_time: 35.9525680542, propagate_backward_time: 54.0387229919, weight_update_time: 0.1306997985, other_time: 2.5599021912
epoch time: 7.7917213440s, input_fired_time: 0.1324451566, output_fired_time: 0.0000000000, propagate_forward_time: 7.2011976242, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4580783844
validation[          , genome  6134] predictions:    9703/  10000 (97.03%), best:    9703/10000 (97.03%), error:       932.36279, best error:       932.36279 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 94.7623519897s, input_fired_time: 1.0794157982, output_fired_time: 0.9602968097, propagate_forward_time: 36.0173988342, propagate_backward_time: 54.1089019775, weight_update_time: 0.1309262812, other_time: 2.5963401794
epoch time: 7.8136911392s, input_fired_time: 0.1373449564, output_fired_time: 0.0000000000, propagate_forward_time: 7.2133750916, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4629712105
validation[          , genome  6134] predictions:    9703/  10000 (97.03%), best:    9703/10000 (97.03%), error:       974.46625, best error:       932.36279 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 95.0283279419s, input_fired_time: 1.0596103668, output_fired_time: 0.9665904045, propagate_forward_time: 36.1096839905, propagate_backward_time: 54.3853111267, weight_update_time: 0.1305810064, other_time: 2.5071334839
epoch time: 7.8188848495s, input_fired_time: 0.1335480809, output_fired_time: 0.0000000000, propagate_forward_time: 7.2366600037, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4486765862
validation[          , genome  6134] predictions:    9700/  10000 (97.00%), best:    9703/10000 (97.03%), error:      1008.58337, best error:       932.36279 on epoch:    52, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 94.1217193604s, input_fired_time: 1.0555642843, output_fired_time: 0.9539895058, propagate_forward_time: 35.8004035950, propagate_backward_time: 53.8052024841, weight_update_time: 0.1296665072, other_time: 2.5065612793
epoch time: 7.7693738937s, input_fired_time: 0.1310466379, output_fired_time: 0.0000000000, propagate_forward_time: 7.1894693375, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4488577843
validation[          , genome  6134] predictions:    9640/  10000 (96.40%), best:    9703/10000 (97.03%), error:      1252.87231, best error:       932.36279 on epoch:    52, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 94.1279144287s, input_fired_time: 1.0751832724, output_fired_time: 0.9564906955, propagate_forward_time: 35.6799659729, propagate_backward_time: 53.8234405518, weight_update_time: 0.1311046928, other_time: 2.5928382874
epoch time: 7.7150211334s, input_fired_time: 0.1337253451, output_fired_time: 0.0000000000, propagate_forward_time: 7.1208400726, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4604558945
validation[          , genome  6134] predictions:    9693/  10000 (96.93%), best:    9703/10000 (97.03%), error:      1009.17072, best error:       932.36279 on epoch:    52, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 95.1611175537s, input_fired_time: 1.0628546476, output_fired_time: 0.9713524580, propagate_forward_time: 36.1894989014, propagate_backward_time: 54.4338836670, weight_update_time: 0.1292970181, other_time: 2.5035324097
epoch time: 7.8296370506s, input_fired_time: 0.1334796995, output_fired_time: 0.0000000000, propagate_forward_time: 7.2326731682, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4634842873
validation[          , genome  6134] predictions:    9675/  10000 (96.75%), best:    9703/10000 (97.03%), error:      1074.85791, best error:       932.36279 on epoch:    52, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 94.6721191406s, input_fired_time: 1.0780527592, output_fired_time: 0.9654330611, propagate_forward_time: 35.9135437012, propagate_backward_time: 54.1311874390, weight_update_time: 0.1317950934, other_time: 2.5839004517
epoch time: 7.7953863144s, input_fired_time: 0.1335625798, output_fired_time: 0.0000000000, propagate_forward_time: 7.2041172981, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4577064514
validation[          , genome  6134] predictions:    9715/  10000 (97.15%), best:    9703/10000 (97.03%), error:       988.58881, best error:       932.36279 on epoch:    52, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 94.9002838135s, input_fired_time: 1.0825074911, output_fired_time: 0.9649307728, propagate_forward_time: 36.0289344788, propagate_backward_time: 54.2215003967, weight_update_time: 0.1330524981, other_time: 2.6024169922
epoch time: 7.7878766060s, input_fired_time: 0.1349926442, output_fired_time: 0.0000000000, propagate_forward_time: 7.1930351257, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4598488808
validation[          , genome  6134] predictions:    9687/  10000 (96.87%), best:    9703/10000 (97.03%), error:      1064.73401, best error:       932.36279 on epoch:    52, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 94.8341751099s, input_fired_time: 1.0662583113, output_fired_time: 0.9678684473, propagate_forward_time: 36.0169868469, propagate_backward_time: 54.2526969910, weight_update_time: 0.1314946860, other_time: 2.5303649902
epoch time: 7.8176040649s, input_fired_time: 0.1326877922, output_fired_time: 0.0000000000, propagate_forward_time: 7.2389469147, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4459695816
validation[          , genome  6134] predictions:    9690/  10000 (96.90%), best:    9703/10000 (97.03%), error:      1024.75000, best error:       932.36279 on epoch:    52, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 94.5782928467s, input_fired_time: 1.0603533983, output_fired_time: 0.9621183872, propagate_forward_time: 35.9223327637, propagate_backward_time: 54.1267395020, weight_update_time: 0.1300017536, other_time: 2.5067443848
epoch time: 7.7135453224s, input_fired_time: 0.1323626935, output_fired_time: 0.0000000000, propagate_forward_time: 7.1316676140, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4495148659
validation[          , genome  6134] predictions:    9696/  10000 (96.96%), best:    9703/10000 (97.03%), error:      1021.57837, best error:       932.36279 on epoch:    52, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 94.4785385132s, input_fired_time: 1.0559432507, output_fired_time: 0.9655448794, propagate_forward_time: 35.8662872314, propagate_backward_time: 54.1020202637, weight_update_time: 0.1292261332, other_time: 2.4887390137
epoch time: 7.8270058632s, input_fired_time: 0.1336488873, output_fired_time: 0.0000000000, propagate_forward_time: 7.2433447838, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4500122070
validation[          , genome  6134] predictions:    9699/  10000 (96.99%), best:    9703/10000 (97.03%), error:      1010.52875, best error:       932.36279 on epoch:    52, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 94.9573287964s, input_fired_time: 1.0861026049, output_fired_time: 0.9650416374, propagate_forward_time: 36.0348854065, propagate_backward_time: 54.2784233093, weight_update_time: 0.1331336349, other_time: 2.5928726196
epoch time: 7.8165574074s, input_fired_time: 0.1345142871, output_fired_time: 0.0000000000, propagate_forward_time: 7.2231822014, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4588608742
validation[          , genome  6134] predictions:    9672/  10000 (96.72%), best:    9703/10000 (97.03%), error:      1070.90918, best error:       932.36279 on epoch:    52, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 94.7175140381s, input_fired_time: 1.0850907564, output_fired_time: 0.9621692300, propagate_forward_time: 36.0023651123, propagate_backward_time: 54.0725212097, weight_update_time: 0.1329313219, other_time: 2.5953712463
epoch time: 7.7839441299s, input_fired_time: 0.1344301403, output_fired_time: 0.0000000000, propagate_forward_time: 7.1879734993, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4615406990
validation[          , genome  6134] predictions:    9676/  10000 (96.76%), best:    9703/10000 (97.03%), error:      1075.70837, best error:       932.36279 on epoch:    52, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 94.9092636108s, input_fired_time: 1.0876214504, output_fired_time: 0.9648081064, propagate_forward_time: 36.0829811096, propagate_backward_time: 54.1826782227, weight_update_time: 0.1322285384, other_time: 2.5911750793
epoch time: 7.7070069313s, input_fired_time: 0.1348812133, output_fired_time: 0.0000000000, propagate_forward_time: 7.1122932434, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4598326683
validation[          , genome  6134] predictions:    9721/  10000 (97.21%), best:    9703/10000 (97.03%), error:       983.89124, best error:       932.36279 on epoch:    52, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 94.8880386353s, input_fired_time: 1.0627026558, output_fired_time: 0.9636161327, propagate_forward_time: 36.0564765930, propagate_backward_time: 54.3081779480, weight_update_time: 0.1295408905, other_time: 2.4970626831
epoch time: 7.8116130829s, input_fired_time: 0.1352651864, output_fired_time: 0.0000000000, propagate_forward_time: 7.2137980461, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4625496864
validation[          , genome  6134] predictions:    9701/  10000 (97.01%), best:    9703/10000 (97.03%), error:       972.07477, best error:       932.36279 on epoch:    52, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 94.8101654053s, input_fired_time: 1.0882760286, output_fired_time: 0.9627762437, propagate_forward_time: 35.9735488892, propagate_backward_time: 54.1906585693, weight_update_time: 0.1345749050, other_time: 2.5949020386
epoch time: 7.8246665001s, input_fired_time: 0.1342997998, output_fired_time: 0.0000000000, propagate_forward_time: 7.2431802750, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4471864700
validation[          , genome  6134] predictions:    9672/  10000 (96.72%), best:    9703/10000 (97.03%), error:      1109.24219, best error:       932.36279 on epoch:    52, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 94.5789337158s, input_fired_time: 1.0672893524, output_fired_time: 0.9626823664, propagate_forward_time: 35.9451751709, propagate_backward_time: 54.0881881714, weight_update_time: 0.1299521923, other_time: 2.5155944824
epoch time: 7.7654328346s, input_fired_time: 0.1322644949, output_fired_time: 0.0000000000, propagate_forward_time: 7.1860241890, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4471440315
validation[          , genome  6134] predictions:    9634/  10000 (96.34%), best:    9703/10000 (97.03%), error:      1165.93921, best error:       932.36279 on epoch:    52, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 94.4649963379s, input_fired_time: 1.0732043982, output_fired_time: 0.9637255073, propagate_forward_time: 35.8351631165, propagate_backward_time: 54.0490264893, weight_update_time: 0.1305066943, other_time: 2.5438804626
epoch time: 7.7092370987s, input_fired_time: 0.1329410672, output_fired_time: 0.0000000000, propagate_forward_time: 7.1304512024, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4458446503
validation[          , genome  6134] predictions:    9703/  10000 (97.03%), best:    9703/10000 (97.03%), error:      1011.93878, best error:       932.36279 on epoch:    52, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 94.0426559448s, input_fired_time: 1.0583966970, output_fired_time: 0.9560910463, propagate_forward_time: 35.7258834839, propagate_backward_time: 53.8079872131, weight_update_time: 0.1281822175, other_time: 2.4942970276
epoch time: 7.8040480614s, input_fired_time: 0.1340119243, output_fired_time: 0.0000000000, propagate_forward_time: 7.2226176262, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4474186897
validation[          , genome  6134] predictions:    9694/  10000 (96.94%), best:    9703/10000 (97.03%), error:      1046.06506, best error:       932.36279 on epoch:    52, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 94.7997512817s, input_fired_time: 1.0858212709, output_fired_time: 0.9642270803, propagate_forward_time: 35.9841728210, propagate_backward_time: 54.1959457397, weight_update_time: 0.1324122250, other_time: 2.5695838928
epoch time: 7.7734379768s, input_fired_time: 0.1337940693, output_fired_time: 0.0000000000, propagate_forward_time: 7.1937184334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4459252357
validation[          , genome  6134] predictions:    9643/  10000 (96.43%), best:    9703/10000 (97.03%), error:      1169.82056, best error:       932.36279 on epoch:    52, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 95.1075134277s, input_fired_time: 1.0921355486, output_fired_time: 0.9641661644, propagate_forward_time: 36.1387062073, propagate_backward_time: 54.3114891052, weight_update_time: 0.1324288696, other_time: 2.6010208130
epoch time: 7.8345098495s, input_fired_time: 0.1372159719, output_fired_time: 0.0000000000, propagate_forward_time: 7.2346515656, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4626421928
validation[          , genome  6134] predictions:    9702/  10000 (97.02%), best:    9703/10000 (97.03%), error:      1011.06244, best error:       932.36279 on epoch:    52, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 95.4167022705s, input_fired_time: 1.0714963675, output_fired_time: 0.9730707407, propagate_forward_time: 36.2389907837, propagate_backward_time: 54.6236305237, weight_update_time: 0.1303720921, other_time: 2.5095176697
epoch time: 7.8308224678s, input_fired_time: 0.1345637590, output_fired_time: 0.0000000000, propagate_forward_time: 7.2468085289, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4494500160
validation[          , genome  6134] predictions:    9686/  10000 (96.86%), best:    9703/10000 (97.03%), error:      1041.00964, best error:       932.36279 on epoch:    52, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 94.5942459106s, input_fired_time: 1.0776350498, output_fired_time: 0.9632919431, propagate_forward_time: 35.9181823730, propagate_backward_time: 54.0942611694, weight_update_time: 0.1302255988, other_time: 2.5408706665
epoch time: 7.7813191414s, input_fired_time: 0.1343600750, output_fired_time: 0.0000000000, propagate_forward_time: 7.1975908279, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4493684769
validation[          , genome  6134] predictions:    9677/  10000 (96.77%), best:    9703/10000 (97.03%), error:      1068.99585, best error:       932.36279 on epoch:    52, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 94.8778610229s, input_fired_time: 1.0879007578, output_fired_time: 0.9628439546, propagate_forward_time: 36.0405654907, propagate_backward_time: 54.1893959045, weight_update_time: 0.1328257322, other_time: 2.5971565247
epoch time: 7.8302760124s, input_fired_time: 0.1353173256, output_fired_time: 0.0000000000, propagate_forward_time: 7.2338185310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4611401558
validation[          , genome  6134] predictions:    9682/  10000 (96.82%), best:    9703/10000 (97.03%), error:      1031.92200, best error:       932.36279 on epoch:    52, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 94.6403274536s, input_fired_time: 1.0787949562, output_fired_time: 0.9622725248, propagate_forward_time: 35.9362487793, propagate_backward_time: 54.0980453491, weight_update_time: 0.1303965151, other_time: 2.5649642944
epoch time: 7.7987608910s, input_fired_time: 0.1351665407, output_fired_time: 0.0000000000, propagate_forward_time: 7.2200436592, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4435505867
validation[          , genome  6134] predictions:    9718/  10000 (97.18%), best:    9703/10000 (97.03%), error:      1001.05731, best error:       932.36279 on epoch:    52, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 94.5865554810s, input_fired_time: 1.0884402990, output_fired_time: 0.9607659578, propagate_forward_time: 35.8915290833, propagate_backward_time: 54.0405426025, weight_update_time: 0.1319624186, other_time: 2.6052742004
epoch time: 7.7624940872s, input_fired_time: 0.1360336542, output_fired_time: 0.0000000000, propagate_forward_time: 7.1662817001, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4601788521
validation[          , genome  6134] predictions:    9707/  10000 (97.07%), best:    9703/10000 (97.03%), error:       989.94360, best error:       932.36279 on epoch:    52, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 94.5919876099s, input_fired_time: 1.0682629347, output_fired_time: 0.9665573835, propagate_forward_time: 35.9050064087, propagate_backward_time: 54.1435890198, weight_update_time: 0.1304101795, other_time: 2.5085716248
epoch time: 7.7385854721s, input_fired_time: 0.1333404481, output_fired_time: 0.0000000000, propagate_forward_time: 7.1593389511, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4459061623
validation[          , genome  6134] predictions:    9694/  10000 (96.94%), best:    9703/10000 (97.03%), error:       973.85394, best error:       932.36279 on epoch:    52, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 94.8190002441s, input_fired_time: 1.0802847147, output_fired_time: 0.9632098675, propagate_forward_time: 36.0021705627, propagate_backward_time: 54.2159690857, weight_update_time: 0.1319828779, other_time: 2.5573654175
epoch time: 7.8331885338s, input_fired_time: 0.1366675496, output_fired_time: 0.0000000000, propagate_forward_time: 7.2363190651, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4602017403
validation[          , genome  6134] predictions:    9706/  10000 (97.06%), best:    9703/10000 (97.03%), error:       975.72510, best error:       932.36279 on epoch:    52, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 94.9018173218s, input_fired_time: 1.0874034166, output_fired_time: 0.9638895988, propagate_forward_time: 36.0548400879, propagate_backward_time: 54.2029075623, weight_update_time: 0.1311804056, other_time: 2.5927772522
epoch time: 7.7971367836s, input_fired_time: 0.1362164617, output_fired_time: 0.0000000000, propagate_forward_time: 7.2017145157, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4592056274
validation[          , genome  6134] predictions:    9649/  10000 (96.49%), best:    9703/10000 (97.03%), error:      1129.50769, best error:       932.36279 on epoch:    52, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 94.4513702393s, input_fired_time: 1.0708339214, output_fired_time: 0.9613087177, propagate_forward_time: 35.8837242126, propagate_backward_time: 54.0249328613, weight_update_time: 0.1297468245, other_time: 2.5105705261
epoch time: 7.7394757271s, input_fired_time: 0.1334609240, output_fired_time: 0.0000000000, propagate_forward_time: 7.1609511375, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4450635910
validation[          , genome  6134] predictions:    9699/  10000 (96.99%), best:    9703/10000 (97.03%), error:       980.50372, best error:       932.36279 on epoch:    52, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 95.0024719238s, input_fired_time: 1.0940045118, output_fired_time: 0.9667277336, propagate_forward_time: 35.9954452515, propagate_backward_time: 54.3414115906, weight_update_time: 0.1333997548, other_time: 2.6048851013
epoch time: 7.7274217606s, input_fired_time: 0.1367990971, output_fired_time: 0.0000000000, propagate_forward_time: 7.1319470406, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4586758614
validation[          , genome  6134] predictions:    9710/  10000 (97.10%), best:    9703/10000 (97.03%), error:       936.05902, best error:       932.36279 on epoch:    52, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 95.0135345459s, input_fired_time: 1.0718878508, output_fired_time: 0.9683952332, propagate_forward_time: 36.0842132568, propagate_backward_time: 54.3882751465, weight_update_time: 0.1296713054, other_time: 2.5007629395
epoch time: 7.7430467606s, input_fired_time: 0.1342861503, output_fired_time: 0.0000000000, propagate_forward_time: 7.1627154350, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4460453987
validation[          , genome  6134] predictions:    9714/  10000 (97.14%), best:    9703/10000 (97.03%), error:       942.32745, best error:       932.36279 on epoch:    52, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 94.7521209717s, input_fired_time: 1.0892925262, output_fired_time: 0.9679036736, propagate_forward_time: 35.9686279297, propagate_backward_time: 54.1313362122, weight_update_time: 0.1328935623, other_time: 2.5949592590
epoch time: 7.7754020691s, input_fired_time: 0.1351947188, output_fired_time: 0.0000000000, propagate_forward_time: 7.1804847717, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4597225189
validation[          , genome  6134] predictions:    9733/  10000 (97.33%), best:    9733/10000 (97.33%), error:       920.04816, best error:       920.04816 on epoch:    84, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 93.9455337524s, input_fired_time: 1.0832049847, output_fired_time: 0.9583125114, propagate_forward_time: 35.6014137268, propagate_backward_time: 53.7127113342, weight_update_time: 0.1311328709, other_time: 2.5898895264
epoch time: 7.7107176781s, input_fired_time: 0.1370271444, output_fired_time: 0.0000000000, propagate_forward_time: 7.1136269569, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4600634575
validation[          , genome  6134] predictions:    9719/  10000 (97.19%), best:    9733/10000 (97.33%), error:       971.46484, best error:       920.04816 on epoch:    84, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 94.3348922729s, input_fired_time: 1.0719424486, output_fired_time: 0.9623475671, propagate_forward_time: 35.8408660889, propagate_backward_time: 53.9627876282, weight_update_time: 0.1296717376, other_time: 2.4969444275
epoch time: 7.7440900803s, input_fired_time: 0.1341225803, output_fired_time: 0.0000000000, propagate_forward_time: 7.1603760719, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4495916367
validation[          , genome  6134] predictions:    9715/  10000 (97.15%), best:    9733/10000 (97.33%), error:       982.81848, best error:       920.04816 on epoch:    84, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 94.7257919312s, input_fired_time: 1.0781508684, output_fired_time: 0.9665613174, propagate_forward_time: 36.0241317749, propagate_backward_time: 54.1281127930, weight_update_time: 0.1304604709, other_time: 2.5288391113
epoch time: 7.6909241676s, input_fired_time: 0.1339815706, output_fired_time: 0.0000000000, propagate_forward_time: 7.1080112457, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4489312172
validation[          , genome  6134] predictions:    9690/  10000 (96.90%), best:    9733/10000 (97.33%), error:      1017.54657, best error:       920.04816 on epoch:    84, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 94.5884399414s, input_fired_time: 1.0921922922, output_fired_time: 0.9559879899, propagate_forward_time: 35.9044494629, propagate_backward_time: 54.0310440063, weight_update_time: 0.1324780136, other_time: 2.6047668457
epoch time: 7.8323988914s, input_fired_time: 0.1374184340, output_fired_time: 0.0000000000, propagate_forward_time: 7.2342128754, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4607677460
validation[          , genome  6134] predictions:    9716/  10000 (97.16%), best:    9733/10000 (97.33%), error:       950.22888, best error:       920.04816 on epoch:    84, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 94.1877899170s, input_fired_time: 1.0736435652, output_fired_time: 0.9605023861, propagate_forward_time: 35.7670936584, propagate_backward_time: 53.8759422302, weight_update_time: 0.1299842298, other_time: 2.5106048584
epoch time: 7.7049021721s, input_fired_time: 0.1360037476, output_fired_time: 0.0000000000, propagate_forward_time: 7.1259007454, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4429974556
validation[          , genome  6134] predictions:    9688/  10000 (96.88%), best:    9733/10000 (97.33%), error:      1052.13965, best error:       920.04816 on epoch:    84, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 95.1515655518s, input_fired_time: 1.0901895761, output_fired_time: 0.9684792757, propagate_forward_time: 36.1066398621, propagate_backward_time: 54.4080429077, weight_update_time: 0.1324775517, other_time: 2.5782127380
epoch time: 7.8115553856s, input_fired_time: 0.1358495802, output_fired_time: 0.0000000000, propagate_forward_time: 7.2255582809, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4501476288
validation[          , genome  6134] predictions:    9748/  10000 (97.48%), best:    9748/10000 (97.48%), error:       903.80029, best error:       903.80029 on epoch:    90, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 95.2766189575s, input_fired_time: 1.0955876112, output_fired_time: 0.9707939625, propagate_forward_time: 36.1645507813, propagate_backward_time: 54.4454727173, weight_update_time: 0.1333634108, other_time: 2.6002120972
epoch time: 7.8372383118s, input_fired_time: 0.1371263564, output_fired_time: 0.0000000000, propagate_forward_time: 7.2412838936, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4588279724
validation[          , genome  6134] predictions:    9715/  10000 (97.15%), best:    9748/10000 (97.48%), error:       979.96832, best error:       903.80029 on epoch:    90, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 93.8324584961s, input_fired_time: 1.0929361582, output_fired_time: 0.9514372945, propagate_forward_time: 35.6187629700, propagate_backward_time: 53.5908126831, weight_update_time: 0.1305695623, other_time: 2.5785102844
epoch time: 7.7648763657s, input_fired_time: 0.1354309767, output_fired_time: 0.0000000000, propagate_forward_time: 7.1710777283, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4583678246
validation[          , genome  6134] predictions:    9710/  10000 (97.10%), best:    9748/10000 (97.48%), error:       978.88080, best error:       903.80029 on epoch:    90, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 94.8417434692s, input_fired_time: 1.0765272379, output_fired_time: 0.9629399180, propagate_forward_time: 36.0504837036, propagate_backward_time: 54.2426490784, weight_update_time: 0.1293858886, other_time: 2.5091438293
epoch time: 7.7858695984s, input_fired_time: 0.1356752813, output_fired_time: 0.0000000000, propagate_forward_time: 7.2027125359, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4474816322
validation[          , genome  6134] predictions:    9720/  10000 (97.20%), best:    9748/10000 (97.48%), error:       935.99554, best error:       903.80029 on epoch:    90, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 95.2469711304s, input_fired_time: 1.0861468315, output_fired_time: 0.9730746746, propagate_forward_time: 36.1522254944, propagate_backward_time: 54.4946556091, weight_update_time: 0.1323276013, other_time: 2.5408706665
epoch time: 7.8260707855s, input_fired_time: 0.1359383315, output_fired_time: 0.0000000000, propagate_forward_time: 7.2414216995, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4487109184
validation[          , genome  6134] predictions:    9676/  10000 (96.76%), best:    9748/10000 (97.48%), error:      1070.68579, best error:       903.80029 on epoch:    90, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 94.8975524902s, input_fired_time: 1.0910216570, output_fired_time: 0.9650185108, propagate_forward_time: 36.0352325439, propagate_backward_time: 54.2325668335, weight_update_time: 0.1309803426, other_time: 2.5737152100
epoch time: 7.8186626434s, input_fired_time: 0.1353852153, output_fired_time: 0.0000000000, propagate_forward_time: 7.2331705093, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4501070976
validation[          , genome  6134] predictions:    9719/  10000 (97.19%), best:    9748/10000 (97.48%), error:       921.25555, best error:       903.80029 on epoch:    90, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 94.6999664307s, input_fired_time: 1.1019580364, output_fired_time: 0.9621018767, propagate_forward_time: 35.9411468506, propagate_backward_time: 54.0913619995, weight_update_time: 0.1322708875, other_time: 2.6033935547
epoch time: 7.8406238556s, input_fired_time: 0.1371143311, output_fired_time: 0.0000000000, propagate_forward_time: 7.2442779541, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4592313766
validation[          , genome  6134] predictions:    9703/  10000 (97.03%), best:    9748/10000 (97.48%), error:       992.04999, best error:       903.80029 on epoch:    90, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 94.8643264771s, input_fired_time: 1.0768139362, output_fired_time: 0.9662508965, propagate_forward_time: 36.0290756226, propagate_backward_time: 54.2849426270, weight_update_time: 0.1298206300, other_time: 2.5072479248
epoch time: 7.6884613037s, input_fired_time: 0.1342015117, output_fired_time: 0.0000000000, propagate_forward_time: 7.1040530205, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4502067566
validation[          , genome  6134] predictions:    9716/  10000 (97.16%), best:    9748/10000 (97.48%), error:       941.00323, best error:       903.80029 on epoch:    90, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 94.5946502686s, input_fired_time: 1.0773365498, output_fired_time: 0.9600988030, propagate_forward_time: 35.9494552612, propagate_backward_time: 54.1016769409, weight_update_time: 0.1297028661, other_time: 2.5060806274
epoch time: 7.7708048820s, input_fired_time: 0.1360820085, output_fired_time: 0.0000000000, propagate_forward_time: 7.1863684654, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4483542442
validation[          , genome  6134] predictions:    9681/  10000 (96.81%), best:    9748/10000 (97.48%), error:      1010.42480, best error:       903.80029 on epoch:    90, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 94.9149551392s, input_fired_time: 1.0972636938, output_fired_time: 0.9654414654, propagate_forward_time: 36.0022621155, propagate_backward_time: 54.2608375549, weight_update_time: 0.1323639154, other_time: 2.5891494751
epoch time: 7.8138165474s, input_fired_time: 0.1370506883, output_fired_time: 0.0000000000, propagate_forward_time: 7.2176046371, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4591612816
validation[          , genome  6134] predictions:    9709/  10000 (97.09%), best:    9748/10000 (97.48%), error:       969.54266, best error:       903.80029 on epoch:    90, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 94.5846252441s, input_fired_time: 1.0804580450, output_fired_time: 0.9624671340, propagate_forward_time: 35.9482612610, propagate_backward_time: 54.0699081421, weight_update_time: 0.1306104958, other_time: 2.5235328674
epoch time: 7.8261251450s, input_fired_time: 0.1386345774, output_fired_time: 0.0000000000, propagate_forward_time: 7.2284097672, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4590806961
validation[          , genome  6134] predictions:    9687/  10000 (96.87%), best:    9748/10000 (97.48%), error:      1002.76685, best error:       903.80029 on epoch:    90, 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: 39.0070343018s, input_fired_time: 0.6830384135, output_fired_time: 0.0000000000, propagate_forward_time: 35.9177436829, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4062538147
best training[          , genome  6134] predictions:   49389/  50000 (98.78%), best:    9748/10000 (97.48%), error:      2407.56128, best error:       903.80029 on epoch:    90, 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: 7.7829608917s, input_fired_time: 0.1360720843, output_fired_time: 0.0000000000, propagate_forward_time: 7.1838850975, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4630036354
   testing[          , genome  6134] predictions:    9751/  10000 (97.51%), best:    9748/10000 (97.48%), error:       842.56134, best error:       903.80029 on epoch:    90, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
07:12:05 (3440): called boinc_finish(0)

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