Nameexact_genome_1542229504_189_5954_2
Workunit4090237
Created27 Jan 2019, 20:02:42 UTC
Sent27 Jan 2019, 20:02:45 UTC
Report deadline11 Apr 2019, 9:15:07 UTC
Received29 Jan 2019, 1:53:20 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID84860
Run time1 days 5 hours 35 min 36 sec
CPU time1 days 4 hours 21 min 52 sec
Validate stateValid
Credit18,387.57
Device peak FLOPS4.89 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size514.06 MB
Peak swap size516.87 MB
Peak disk usage6.24 MB

Stderr output

<core_client_version>7.14.2</core_client_version>
<![CDATA[
<stderr_txt>
0000000000, other_time: 1.0744476318
validation[          , genome  5954] predictions:    5651/  10000 (56.51%), best:    5720/10000 (57.20%), error:     12597.37012, best error:     12467.44727 on epoch:    13, epoch:   14/100, mu: 0.7484120727, learning_rate: 0.0001464793, weight_decay: 0.0002442647

epoch time: 995.7697753906s, input_fired_time: 10.2988796234, output_fired_time: 3.5399177074, propagate_forward_time: 361.7408142090, propagate_backward_time: 612.4318847656, weight_update_time: 0.3443455696, other_time: 7.7583007812
epoch time: 75.7102661133s, input_fired_time: 0.5137419701, output_fired_time: 0.0000000000, propagate_forward_time: 74.0047454834, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1917800903
validation[          , genome  5954] predictions:    5657/  10000 (56.57%), best:    5720/10000 (57.20%), error:     12610.32422, best error:     12467.44727 on epoch:    13, epoch:   15/100, mu: 0.7602826953, learning_rate: 0.0001368461, weight_decay: 0.0002315423

epoch time: 1049.4984130859s, input_fired_time: 10.5661058426, output_fired_time: 3.6661827564, propagate_forward_time: 375.5498962402, propagate_backward_time: 651.7464599609, weight_update_time: 0.3471165597, other_time: 7.9697265625
epoch time: 78.6049880981s, input_fired_time: 0.5123079419, output_fired_time: 0.0000000000, propagate_forward_time: 76.9527435303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1399383545
validation[          , genome  5954] predictions:    5611/  10000 (56.11%), best:    5720/10000 (57.20%), error:     12672.44238, best error:     12467.44727 on epoch:    13, epoch:   16/100, mu: 0.7715700269, learning_rate: 0.0001278465, weight_decay: 0.0002194826

epoch time: 1025.1287841797s, input_fired_time: 10.4348907471, output_fired_time: 3.6666822433, propagate_forward_time: 365.2139282227, propagate_backward_time: 637.9570922852, weight_update_time: 0.3496838808, other_time: 7.8562011719
epoch time: 76.4887237549s, input_fired_time: 0.4826094806, output_fired_time: 0.0000000000, propagate_forward_time: 74.8387145996, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1673965454
validation[          , genome  5954] predictions:    5536/  10000 (55.36%), best:    5720/10000 (57.20%), error:     13078.70703, best error:     12467.44727 on epoch:    13, epoch:   17/100, mu: 0.7823027372, learning_rate: 0.0001194387, weight_decay: 0.0002080510

epoch time: 1049.9283447266s, input_fired_time: 10.4064311981, output_fired_time: 3.6335170269, propagate_forward_time: 377.0234375000, propagate_backward_time: 651.1596069336, weight_update_time: 0.3664656579, other_time: 7.7053833008
epoch time: 79.5382308960s, input_fired_time: 0.4894003272, output_fired_time: 0.0000000000, propagate_forward_time: 77.8468551636, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2019729614
validation[          , genome  5954] predictions:    5719/  10000 (57.19%), best:    5720/10000 (57.20%), error:     12480.24023, best error:     12467.44727 on epoch:    13, epoch:   18/100, mu: 0.7925081253, learning_rate: 0.0001115838, weight_decay: 0.0001972148

epoch time: 1076.2214355469s, input_fired_time: 10.7684259415, output_fired_time: 3.6928141117, propagate_forward_time: 385.4136047363, propagate_backward_time: 668.2847900391, weight_update_time: 0.3821448088, other_time: 8.0617675781
epoch time: 74.6804046631s, input_fired_time: 0.5122533441, output_fired_time: 0.0000000000, propagate_forward_time: 72.9801330566, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1880187988
validation[          , genome  5954] predictions:    5737/  10000 (57.37%), best:    5737/10000 (57.37%), error:     12315.93066, best error:     12315.93066 on epoch:    19, epoch:   19/100, mu: 0.8022120595, learning_rate: 0.0001042455, weight_decay: 0.0001869430

epoch time: 1055.7247314453s, input_fired_time: 10.3960819244, output_fired_time: 3.6752605438, propagate_forward_time: 383.6394042969, propagate_backward_time: 650.4189453125, weight_update_time: 0.3581299186, other_time: 7.5949707031
epoch time: 75.4295425415s, input_fired_time: 0.4908395410, output_fired_time: 0.0000000000, propagate_forward_time: 73.7330932617, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2056121826
validation[          , genome  5954] predictions:    5701/  10000 (57.01%), best:    5737/10000 (57.37%), error:     12358.91211, best error:     12315.93066 on epoch:    19, epoch:   20/100, mu: 0.8114391565, learning_rate: 0.0000973898, weight_decay: 0.0001772062

epoch time: 1014.1389160156s, input_fired_time: 10.3608779907, output_fired_time: 3.5703382492, propagate_forward_time: 367.7755126953, propagate_backward_time: 624.6228637695, weight_update_time: 0.3650386930, other_time: 7.8093261719
epoch time: 77.8792190552s, input_fired_time: 0.5312194228, output_fired_time: 0.0000000000, propagate_forward_time: 76.1190261841, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2289733887
validation[          , genome  5954] predictions:    5872/  10000 (58.72%), best:    5872/10000 (58.72%), error:     12211.12012, best error:     12211.12012 on epoch:    21, epoch:   21/100, mu: 0.8202129006, learning_rate: 0.0000909850, weight_decay: 0.0001679765

epoch time: 1055.1921386719s, input_fired_time: 10.8163547516, output_fired_time: 3.7056624889, propagate_forward_time: 382.3053894043, propagate_backward_time: 650.4010009766, weight_update_time: 0.3733519316, other_time: 7.9636230469
epoch time: 76.8716506958s, input_fired_time: 0.5140788555, output_fired_time: 0.0000000000, propagate_forward_time: 75.1936035156, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1639709473
validation[          , genome  5954] predictions:    5661/  10000 (56.61%), best:    5872/10000 (58.72%), error:     12615.23145, best error:     12211.12012 on epoch:    21, epoch:   22/100, mu: 0.8285555243, learning_rate: 0.0000850014, weight_decay: 0.0001592276

epoch time: 1079.8229980469s, input_fired_time: 10.9685173035, output_fired_time: 3.8292996883, propagate_forward_time: 386.2691040039, propagate_backward_time: 670.5984497070, weight_update_time: 0.3814641237, other_time: 8.1575927734
epoch time: 75.4448165894s, input_fired_time: 0.5215007067, output_fired_time: 0.0000000000, propagate_forward_time: 73.7106781006, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2126388550
validation[          , genome  5954] predictions:    5670/  10000 (56.70%), best:    5872/10000 (58.72%), error:     12388.53516, best error:     12211.12012 on epoch:    21, epoch:   23/100, mu: 0.8364882469, learning_rate: 0.0000794113, weight_decay: 0.0001509343

epoch time: 1057.7974853516s, input_fired_time: 10.5136804581, output_fired_time: 3.6535239220, propagate_forward_time: 372.1148986816, propagate_backward_time: 663.6798095703, weight_update_time: 0.3761929274, other_time: 7.8355712891
epoch time: 77.5487518311s, input_fired_time: 0.5199613571, output_fired_time: 0.0000000000, propagate_forward_time: 75.7881317139, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2406616211
validation[          , genome  5954] predictions:    5777/  10000 (57.77%), best:    5872/10000 (58.72%), error:     12289.07129, best error:     12211.12012 on epoch:    21, epoch:   24/100, mu: 0.8440311551, learning_rate: 0.0000741888, weight_decay: 0.0001430730

epoch time: 1067.8125000000s, input_fired_time: 10.6868562698, output_fired_time: 3.6843199730, propagate_forward_time: 376.1188659668, propagate_backward_time: 669.3713378906, weight_update_time: 0.3759767115, other_time: 7.9510498047
epoch time: 79.7645797729s, input_fired_time: 0.5509553552, output_fired_time: 0.0000000000, propagate_forward_time: 77.9484481812, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2651748657
validation[          , genome  5954] predictions:    5715/  10000 (57.15%), best:    5872/10000 (58.72%), error:     12499.60254, best error:     12211.12012 on epoch:    21, epoch:   25/100, mu: 0.8512034416, learning_rate: 0.0000693098, weight_decay: 0.0001356211

epoch time: 1042.1326904297s, input_fired_time: 10.3199768066, output_fired_time: 3.6427044868, propagate_forward_time: 362.4251708984, propagate_backward_time: 658.0829467773, weight_update_time: 0.3861265182, other_time: 7.6619262695
epoch time: 86.5615081787s, input_fired_time: 0.5984444618, output_fired_time: 0.0000000000, propagate_forward_time: 84.6455307007, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3175354004
validation[          , genome  5954] predictions:    5757/  10000 (57.57%), best:    5872/10000 (58.72%), error:     12388.72070, best error:     12211.12012 on epoch:    21, epoch:   26/100, mu: 0.8580233455, learning_rate: 0.0000647516, weight_decay: 0.0001285574

epoch time: 1059.2236328125s, input_fired_time: 10.7510061264, output_fired_time: 3.7671692371, propagate_forward_time: 377.4140930176, propagate_backward_time: 659.4895629883, weight_update_time: 0.3742844462, other_time: 7.8018188477
epoch time: 87.7070312500s, input_fired_time: 0.5606057048, output_fired_time: 0.0000000000, propagate_forward_time: 85.8423309326, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3040924072
validation[          , genome  5954] predictions:    5816/  10000 (58.16%), best:    5816/10000 (58.16%), error:     12081.04395, best error:     12081.04395 on epoch:    27, epoch:   27/100, mu: 0.8645081520, learning_rate: 0.0000604932, weight_decay: 0.0001218616

epoch time: 1094.6400146484s, input_fired_time: 10.9099836349, output_fired_time: 3.7742149830, propagate_forward_time: 394.4181518555, propagate_backward_time: 677.5607910156, weight_update_time: 0.3847497404, other_time: 7.9768676758
epoch time: 78.2025375366s, input_fired_time: 0.5412471890, output_fired_time: 0.0000000000, propagate_forward_time: 76.4932556152, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1680374146
validation[          , genome  5954] predictions:    5879/  10000 (58.79%), best:    5879/10000 (58.79%), error:     11898.97852, best error:     11898.97852 on epoch:    28, epoch:   28/100, mu: 0.8706743121, learning_rate: 0.0000565149, weight_decay: 0.0001155145

epoch time: 1033.7244873047s, input_fired_time: 10.4110097885, output_fired_time: 3.5920724869, propagate_forward_time: 370.0415954590, propagate_backward_time: 641.9676513672, weight_update_time: 0.3577631414, other_time: 7.7121582031
epoch time: 78.1303939819s, input_fired_time: 0.5228196383, output_fired_time: 0.0000000000, propagate_forward_time: 76.4300308228, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1775436401
validation[          , genome  5954] predictions:    5876/  10000 (58.76%), best:    5879/10000 (58.79%), error:     11978.94141, best error:     11898.97852 on epoch:    28, epoch:   29/100, mu: 0.8765375018, learning_rate: 0.0000527982, weight_decay: 0.0001094980

epoch time: 1043.2116699219s, input_fired_time: 10.5262851715, output_fired_time: 3.6258213520, propagate_forward_time: 371.8858947754, propagate_backward_time: 649.3395996094, weight_update_time: 0.3517656326, other_time: 7.8341064453
epoch time: 74.4464874268s, input_fired_time: 0.5107229352, output_fired_time: 0.0000000000, propagate_forward_time: 72.7144851685, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2212829590
validation[          , genome  5954] predictions:    5804/  10000 (58.04%), best:    5879/10000 (58.79%), error:     12040.89453, best error:     11898.97852 on epoch:    28, epoch:   30/100, mu: 0.8821125627, learning_rate: 0.0000493260, weight_decay: 0.0001037949

epoch time: 1052.3720703125s, input_fired_time: 10.5744943619, output_fired_time: 3.6150898933, propagate_forward_time: 369.1042785645, propagate_backward_time: 661.1708374023, weight_update_time: 0.3511654437, other_time: 7.9074096680
epoch time: 71.1082916260s, input_fired_time: 0.4893250465, output_fired_time: 0.0000000000, propagate_forward_time: 69.4442214966, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1747436523
validation[          , genome  5954] predictions:    5903/  10000 (59.03%), best:    5879/10000 (58.79%), error:     11964.85156, best error:     11898.97852 on epoch:    28, epoch:   31/100, mu: 0.8874136806, learning_rate: 0.0000460820, weight_decay: 0.0000983888

epoch time: 1045.0733642578s, input_fired_time: 10.5689783096, output_fired_time: 3.6672229767, propagate_forward_time: 369.9855346680, propagate_backward_time: 652.9614257812, weight_update_time: 0.3736210465, other_time: 7.8901977539
epoch time: 75.4120941162s, input_fired_time: 0.5563476086, output_fired_time: 0.0000000000, propagate_forward_time: 73.6311721802, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2245712280
validation[          , genome  5954] predictions:    5793/  10000 (57.93%), best:    5879/10000 (58.79%), error:     12254.45117, best error:     11898.97852 on epoch:    28, epoch:   32/100, mu: 0.8924543262, learning_rate: 0.0000430515, weight_decay: 0.0000932643

epoch time: 1071.8037109375s, input_fired_time: 10.7605075836, output_fired_time: 3.6444911957, propagate_forward_time: 383.0372009277, propagate_backward_time: 666.5189819336, weight_update_time: 0.3624640405, other_time: 7.8424682617
epoch time: 74.9852981567s, input_fired_time: 0.5526211262, output_fired_time: 0.0000000000, propagate_forward_time: 73.2286911011, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2039871216
validation[          , genome  5954] predictions:    5817/  10000 (58.17%), best:    5879/10000 (58.79%), error:     12021.44238, best error:     11898.97852 on epoch:    28, epoch:   33/100, mu: 0.8972473145, learning_rate: 0.0000402202, weight_decay: 0.0000884067

epoch time: 992.0782470703s, input_fired_time: 10.1804475784, output_fired_time: 3.5033953190, propagate_forward_time: 353.4620971680, propagate_backward_time: 617.3121337891, weight_update_time: 0.3409024775, other_time: 7.6201782227
epoch time: 77.3454360962s, input_fired_time: 0.5289074779, output_fired_time: 0.0000000000, propagate_forward_time: 75.5776977539, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2388305664
validation[          , genome  5954] predictions:    5880/  10000 (58.80%), best:    5879/10000 (58.79%), error:     11912.70312, best error:     11898.97852 on epoch:    28, epoch:   34/100, mu: 0.9018048048, learning_rate: 0.0000375751, weight_decay: 0.0000838021

epoch time: 1033.7265625000s, input_fired_time: 10.5693721771, output_fired_time: 3.6157982349, propagate_forward_time: 372.5605468750, propagate_backward_time: 639.0493774414, weight_update_time: 0.3625978231, other_time: 7.9314575195
epoch time: 72.5267333984s, input_fired_time: 0.5144481659, output_fired_time: 0.0000000000, propagate_forward_time: 70.7784957886, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2337875366
validation[          , genome  5954] predictions:    5858/  10000 (58.58%), best:    5858/10000 (58.58%), error:     11867.68652, best error:     11867.68652 on epoch:    35, epoch:   35/100, mu: 0.9061383605, learning_rate: 0.0000351040, weight_decay: 0.0000794373

epoch time: 1039.8420410156s, input_fired_time: 10.4571781158, output_fired_time: 3.5859310627, propagate_forward_time: 369.5912170410, propagate_backward_time: 648.4401855469, weight_update_time: 0.3663481772, other_time: 7.7675781250
epoch time: 71.8428955078s, input_fired_time: 0.5068042874, output_fired_time: 0.0000000000, propagate_forward_time: 70.2200622559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1160278320
validation[          , genome  5954] predictions:    5874/  10000 (58.74%), best:    5858/10000 (58.58%), error:     11994.73438, best error:     11867.68652 on epoch:    35, epoch:   36/100, mu: 0.9102589488, learning_rate: 0.0000327954, weight_decay: 0.0000752998

epoch time: 1020.4364013672s, input_fired_time: 10.4608163834, output_fired_time: 3.5609362125, propagate_forward_time: 363.9714050293, propagate_backward_time: 634.5797119141, weight_update_time: 0.3634020984, other_time: 7.8635253906
epoch time: 80.9088668823s, input_fired_time: 0.5743814707, output_fired_time: 0.0000000000, propagate_forward_time: 79.1024475098, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2320404053
validation[          , genome  5954] predictions:    6053/  10000 (60.53%), best:    6053/10000 (60.53%), error:     11680.85938, best error:     11680.85938 on epoch:    37, epoch:   37/100, mu: 0.9141770601, learning_rate: 0.0000306386, weight_decay: 0.0000713779

epoch time: 1012.5781250000s, input_fired_time: 10.2844076157, output_fired_time: 3.5826618671, propagate_forward_time: 359.6136779785, propagate_backward_time: 631.4597778320, weight_update_time: 0.3489953279, other_time: 7.6376342773
epoch time: 70.8898620605s, input_fired_time: 0.5107671022, output_fired_time: 0.0000000000, propagate_forward_time: 69.1917037964, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1873931885
validation[          , genome  5954] predictions:    5942/  10000 (59.42%), best:    6053/10000 (60.53%), error:     11829.64453, best error:     11680.85938 on epoch:    37, epoch:   38/100, mu: 0.9179027081, learning_rate: 0.0000286237, weight_decay: 0.0000676602

epoch time: 1008.6593627930s, input_fired_time: 10.3447599411, output_fired_time: 3.5312693119, propagate_forward_time: 359.1134033203, propagate_backward_time: 628.0065307617, weight_update_time: 0.3523408771, other_time: 7.6633911133
epoch time: 78.7623519897s, input_fired_time: 0.5523600578, output_fired_time: 0.0000000000, propagate_forward_time: 77.0000457764, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2099456787
validation[          , genome  5954] predictions:    5967/  10000 (59.67%), best:    6053/10000 (60.53%), error:     11693.74902, best error:     11680.85938 on epoch:    37, epoch:   39/100, mu: 0.9214452505, learning_rate: 0.0000267412, weight_decay: 0.0000641362

epoch time: 1039.3330078125s, input_fired_time: 10.4920082092, output_fired_time: 3.6784944534, propagate_forward_time: 375.1043395996, propagate_backward_time: 642.1122436523, weight_update_time: 0.3638953865, other_time: 7.9458618164
epoch time: 74.8421859741s, input_fired_time: 0.5273444057, output_fired_time: 0.0000000000, propagate_forward_time: 73.1020889282, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2127532959
validation[          , genome  5954] predictions:    6059/  10000 (60.59%), best:    6059/10000 (60.59%), error:     11491.01758, best error:     11491.01758 on epoch:    40, epoch:   40/100, mu: 0.9248137474, learning_rate: 0.0000249826, weight_decay: 0.0000607957

epoch time: 1038.1712646484s, input_fired_time: 10.7587757111, output_fired_time: 3.6514694691, propagate_forward_time: 377.3333740234, propagate_backward_time: 638.5701904297, weight_update_time: 0.3562677801, other_time: 7.8574218750
epoch time: 74.1592483521s, input_fired_time: 0.5272879601, output_fired_time: 0.0000000000, propagate_forward_time: 72.4366531372, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1953048706
validation[          , genome  5954] predictions:    6033/  10000 (60.33%), best:    6059/10000 (60.59%), error:     11564.24609, best error:     11491.01758 on epoch:    40, epoch:   41/100, mu: 0.9280167222, learning_rate: 0.0000233396, weight_decay: 0.0000576292

epoch time: 1020.5620117188s, input_fired_time: 10.5011301041, output_fired_time: 3.5751626492, propagate_forward_time: 367.1011962891, propagate_backward_time: 631.6972656250, weight_update_time: 0.3517093062, other_time: 7.6872558594
epoch time: 72.9013442993s, input_fired_time: 0.5117901564, output_fired_time: 0.0000000000, propagate_forward_time: 71.2256240845, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1639328003
validation[          , genome  5954] predictions:    6020/  10000 (60.20%), best:    6059/10000 (60.59%), error:     11501.94434, best error:     11491.01758 on epoch:    40, epoch:   42/100, mu: 0.9310623407, learning_rate: 0.0000218047, weight_decay: 0.0000546276

epoch time: 1037.3238525391s, input_fired_time: 10.5319833755, output_fired_time: 3.5991549492, propagate_forward_time: 364.1457214355, propagate_backward_time: 651.3009033203, weight_update_time: 0.3501636982, other_time: 7.7460937500
epoch time: 77.1216735840s, input_fired_time: 0.5450714231, output_fired_time: 0.0000000000, propagate_forward_time: 75.3321380615, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2444610596
validation[          , genome  5954] predictions:    6086/  10000 (60.86%), best:    6086/10000 (60.86%), error:     11478.95801, best error:     11478.95801 on epoch:    43, epoch:   43/100, mu: 0.9339582920, learning_rate: 0.0000203707, weight_decay: 0.0000517824

epoch time: 1078.3491210938s, input_fired_time: 10.7075119019, output_fired_time: 3.6848778725, propagate_forward_time: 379.1237182617, propagate_backward_time: 676.9987182617, weight_update_time: 0.3727596104, other_time: 7.8342285156
epoch time: 78.4435348511s, input_fired_time: 0.5715147257, output_fired_time: 0.0000000000, propagate_forward_time: 76.6826019287, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1894149780
validation[          , genome  5954] predictions:    5997/  10000 (59.97%), best:    6086/10000 (60.86%), error:     11538.22559, best error:     11478.95801 on epoch:    43, epoch:   44/100, mu: 0.9367119670, learning_rate: 0.0000190310, weight_decay: 0.0000490853

epoch time: 1071.2600097656s, input_fired_time: 10.7743206024, output_fired_time: 3.8250613213, propagate_forward_time: 377.7150573730, propagate_backward_time: 671.1223754883, weight_update_time: 0.3704243600, other_time: 7.8231811523
epoch time: 77.6531143188s, input_fired_time: 0.5216953754, output_fired_time: 0.0000000000, propagate_forward_time: 76.0310745239, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1003417969
validation[          , genome  5954] predictions:    5979/  10000 (59.79%), best:    6086/10000 (60.86%), error:     11653.50684, best error:     11478.95801 on epoch:    43, epoch:   45/100, mu: 0.9393303394, learning_rate: 0.0000177795, weight_decay: 0.0000465288

epoch time: 1573.2613525391s, input_fired_time: 10.1389455795, output_fired_time: 3.3604741096, propagate_forward_time: 350.8439025879, propagate_backward_time: 1201.6981201172, weight_update_time: 0.3259819746, other_time: 7.2199707031
epoch time: 69.3955383301s, input_fired_time: 0.4959678948, output_fired_time: 0.0000000000, propagate_forward_time: 67.8852081299, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0143585205
validation[          , genome  5954] predictions:    5960/  10000 (59.60%), best:    6086/10000 (60.86%), error:     11634.26172, best error:     11478.95801 on epoch:    43, epoch:   46/100, mu: 0.9418200254, learning_rate: 0.0000166102, weight_decay: 0.0000441053

epoch time: 867.4158325195s, input_fired_time: 9.5669851303, output_fired_time: 2.9936647415, propagate_forward_time: 311.4162597656, propagate_backward_time: 536.8191528320, weight_update_time: 0.2976661921, other_time: 6.6198120117
epoch time: 66.9538497925s, input_fired_time: 0.4943045080, output_fired_time: 0.0000000000, propagate_forward_time: 65.4065704346, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0529785156
validation[          , genome  5954] predictions:    6082/  10000 (60.82%), best:    6086/10000 (60.86%), error:     11540.36523, best error:     11478.95801 on epoch:    43, epoch:   47/100, mu: 0.9441874027, learning_rate: 0.0000155178, weight_decay: 0.0000418081

epoch time: 894.0530395508s, input_fired_time: 9.6346940994, output_fired_time: 3.0640141964, propagate_forward_time: 321.1485290527, propagate_backward_time: 553.4813842773, weight_update_time: 0.3026984930, other_time: 6.7244262695
epoch time: 67.5632247925s, input_fired_time: 0.4939800501, output_fired_time: 0.0000000000, propagate_forward_time: 66.0123977661, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0568466187
validation[          , genome  5954] predictions:    6169/  10000 (61.69%), best:    6169/10000 (61.69%), error:     11234.76270, best error:     11234.76270 on epoch:    48, epoch:   48/100, mu: 0.9464384317, learning_rate: 0.0000144973, weight_decay: 0.0000396306

epoch time: 962.2283325195s, input_fired_time: 9.9410133362, output_fired_time: 3.2852320671, propagate_forward_time: 342.8960266113, propagate_backward_time: 598.8704223633, weight_update_time: 0.3293372691, other_time: 7.2356567383
epoch time: 74.7531585693s, input_fired_time: 0.5221221447, output_fired_time: 0.0000000000, propagate_forward_time: 73.0775909424, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1534423828
validation[          , genome  5954] predictions:    6123/  10000 (61.23%), best:    6169/10000 (61.69%), error:     11287.30469, best error:     11234.76270 on epoch:    48, epoch:   49/100, mu: 0.9485788941, learning_rate: 0.0000135439, weight_decay: 0.0000375665

epoch time: 975.2449340820s, input_fired_time: 9.9094963074, output_fired_time: 3.4167957306, propagate_forward_time: 343.0504150391, propagate_backward_time: 611.6190795898, weight_update_time: 0.3336998224, other_time: 7.2491455078
epoch time: 72.1729202271s, input_fired_time: 0.5147067308, output_fired_time: 0.0000000000, propagate_forward_time: 70.5428466797, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1153640747
validation[          , genome  5954] predictions:    6092/  10000 (60.92%), best:    6169/10000 (61.69%), error:     11268.16504, best error:     11234.76270 on epoch:    48, epoch:   50/100, mu: 0.9506141543, learning_rate: 0.0000126532, weight_decay: 0.0000356098

epoch time: 939.4030761719s, input_fired_time: 9.7506599426, output_fired_time: 3.2400310040, propagate_forward_time: 329.7489318848, propagate_backward_time: 589.7070922852, weight_update_time: 0.3172975183, other_time: 6.9563598633
epoch time: 66.3003311157s, input_fired_time: 0.4923387766, output_fired_time: 0.0000000000, propagate_forward_time: 64.7684783936, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0395126343
validation[          , genome  5954] predictions:    6120/  10000 (61.20%), best:    6169/10000 (61.69%), error:     11275.15918, best error:     11234.76270 on epoch:    48, epoch:   51/100, mu: 0.9525493979, learning_rate: 0.0000118210, weight_decay: 0.0000337551

epoch time: 887.0291137695s, input_fired_time: 9.5852098465, output_fired_time: 3.0229442120, propagate_forward_time: 314.8700256348, propagate_backward_time: 552.8901367188, weight_update_time: 0.2964892089, other_time: 6.6607666016
epoch time: 71.5669097900s, input_fired_time: 0.5054759383, output_fired_time: 0.0000000000, propagate_forward_time: 70.0143432617, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0470886230
validation[          , genome  5954] predictions:    6108/  10000 (61.08%), best:    6169/10000 (61.69%), error:     11338.11035, best error:     11234.76270 on epoch:    48, epoch:   52/100, mu: 0.9543895721, learning_rate: 0.0000110436, weight_decay: 0.0000319970

epoch time: 932.9501953125s, input_fired_time: 9.7471017838, output_fired_time: 3.2151672840, propagate_forward_time: 333.5675659180, propagate_backward_time: 579.4422607422, weight_update_time: 0.3184538484, other_time: 6.9780883789
epoch time: 66.8116073608s, input_fired_time: 0.4987234473, output_fired_time: 0.0000000000, propagate_forward_time: 65.2561645508, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0567169189
validation[          , genome  5954] predictions:    6072/  10000 (60.72%), best:    6169/10000 (61.69%), error:     11347.41016, best error:     11234.76270 on epoch:    48, epoch:   53/100, mu: 0.9561393261, learning_rate: 0.0000103174, weight_decay: 0.0000303305

epoch time: 911.3392944336s, input_fired_time: 9.6770591736, output_fired_time: 3.1387360096, propagate_forward_time: 322.5192260742, propagate_backward_time: 569.0881958008, weight_update_time: 0.3163617551, other_time: 6.9160766602
epoch time: 63.7872047424s, input_fired_time: 0.4899587035, output_fired_time: 0.0000000000, propagate_forward_time: 62.2864189148, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0108261108
validation[          , genome  5954] predictions:    6171/  10000 (61.71%), best:    6171/10000 (61.71%), error:     11177.91602, best error:     11177.91602 on epoch:    54, epoch:   54/100, mu: 0.9578030705, learning_rate: 0.0000096388, weight_decay: 0.0000287507

epoch time: 898.4454345703s, input_fired_time: 9.6570758820, output_fired_time: 3.0676338673, propagate_forward_time: 326.0757446289, propagate_backward_time: 552.9095458984, weight_update_time: 0.3031127453, other_time: 6.7354125977
epoch time: 67.9748001099s, input_fired_time: 0.5000075102, output_fired_time: 0.0000000000, propagate_forward_time: 66.4298095703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0449829102
validation[          , genome  5954] predictions:    6162/  10000 (61.62%), best:    6171/10000 (61.71%), error:     11258.83594, best error:     11177.91602 on epoch:    54, epoch:   55/100, mu: 0.9593850970, learning_rate: 0.0000090049, weight_decay: 0.0000272533

epoch time: 898.9422607422s, input_fired_time: 9.6670732498, output_fired_time: 3.1146059036, propagate_forward_time: 323.9604187012, propagate_backward_time: 555.3999633789, weight_update_time: 0.3080547750, other_time: 6.8002319336
epoch time: 73.9694519043s, input_fired_time: 0.5226059556, output_fired_time: 0.0000000000, propagate_forward_time: 72.3605422974, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0863037109
validation[          , genome  5954] predictions:    6226/  10000 (62.26%), best:    6171/10000 (61.71%), error:     11187.41602, best error:     11177.91602 on epoch:    54, epoch:   56/100, mu: 0.9608893991, learning_rate: 0.0000084127, weight_decay: 0.0000258338

epoch time: 908.4094848633s, input_fired_time: 9.6969375610, output_fired_time: 3.1304016113, propagate_forward_time: 327.5754089355, propagate_backward_time: 561.1829833984, weight_update_time: 0.3091487885, other_time: 6.8237304688
epoch time: 67.2127532959s, input_fired_time: 0.4949968755, output_fired_time: 0.0000000000, propagate_forward_time: 65.7074279785, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0103302002
validation[          , genome  5954] predictions:    6156/  10000 (61.56%), best:    6171/10000 (61.71%), error:     11247.14453, best error:     11177.91602 on epoch:    54, epoch:   57/100, mu: 0.9623197913, learning_rate: 0.0000078595, weight_decay: 0.0000244883

epoch time: 901.9504394531s, input_fired_time: 9.6598091125, output_fired_time: 3.0718073845, propagate_forward_time: 323.2234802246, propagate_backward_time: 559.2113037109, weight_update_time: 0.3031978905, other_time: 6.7840576172
epoch time: 66.5810775757s, input_fired_time: 0.4978378117, output_fired_time: 0.0000000000, propagate_forward_time: 65.0640869141, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0191497803
validation[          , genome  5954] predictions:    6168/  10000 (61.68%), best:    6171/10000 (61.71%), error:     11276.35547, best error:     11177.91602 on epoch:    54, epoch:   58/100, mu: 0.9636799097, learning_rate: 0.0000073426, weight_decay: 0.0000232128

epoch time: 912.4901733398s, input_fired_time: 9.6605854034, output_fired_time: 3.1038429737, propagate_forward_time: 324.4237365723, propagate_backward_time: 568.4817504883, weight_update_time: 0.3071858883, other_time: 6.8202514648
epoch time: 69.9099426270s, input_fired_time: 0.5083756447, output_fired_time: 0.0000000000, propagate_forward_time: 68.3338317871, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0677337646
validation[          , genome  5954] predictions:    6185/  10000 (61.85%), best:    6185/10000 (61.85%), error:     11155.08984, best error:     11155.08984 on epoch:    59, epoch:   59/100, mu: 0.9649731517, learning_rate: 0.0000068597, weight_decay: 0.0000220038

epoch time: 945.9634399414s, input_fired_time: 9.7440748215, output_fired_time: 3.1905484200, propagate_forward_time: 336.3138427734, propagate_backward_time: 589.7913208008, weight_update_time: 0.3141932786, other_time: 6.9236450195
epoch time: 70.3978500366s, input_fired_time: 0.5058415532, output_fired_time: 0.0000000000, propagate_forward_time: 68.8186950684, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0733108521
validation[          , genome  5954] predictions:    6109/  10000 (61.09%), best:    6185/10000 (61.85%), error:     11321.40918, best error:     11155.08984 on epoch:    59, epoch:   60/100, mu: 0.9662028551, learning_rate: 0.0000064086, weight_decay: 0.0000208577

epoch time: 919.5263671875s, input_fired_time: 9.6886968613, output_fired_time: 3.1361114979, propagate_forward_time: 326.2272033691, propagate_backward_time: 573.6566772461, weight_update_time: 0.3091271520, other_time: 6.8176879883
epoch time: 72.0366363525s, input_fired_time: 0.5115319490, output_fired_time: 0.0000000000, propagate_forward_time: 70.4474792480, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0776214600
validation[          , genome  5954] predictions:    6179/  10000 (61.79%), best:    6185/10000 (61.85%), error:     11182.47754, best error:     11155.08984 on epoch:    59, epoch:   61/100, mu: 0.9673721194, learning_rate: 0.0000059871, weight_decay: 0.0000197714

epoch time: 903.5813598633s, input_fired_time: 9.6767425537, output_fired_time: 3.0925576687, propagate_forward_time: 324.4602661133, propagate_backward_time: 559.5857543945, weight_update_time: 0.3049995899, other_time: 6.7660522461
epoch time: 67.1845016479s, input_fired_time: 0.5028568506, output_fired_time: 0.0000000000, propagate_forward_time: 65.6737823486, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0078659058
validation[          , genome  5954] predictions:    6156/  10000 (61.56%), best:    6185/10000 (61.85%), error:     11239.02441, best error:     11155.08984 on epoch:    59, epoch:   62/100, mu: 0.9684839845, learning_rate: 0.0000055934, weight_decay: 0.0000187416

epoch time: 968.2364501953s, input_fired_time: 9.7088184357, output_fired_time: 3.0488986969, propagate_forward_time: 326.2009887695, propagate_backward_time: 622.5769042969, weight_update_time: 0.3027951121, other_time: 6.7008666992
epoch time: 70.9858703613s, input_fired_time: 0.5132504106, output_fired_time: 0.0000000000, propagate_forward_time: 69.4033355713, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0692825317
validation[          , genome  5954] predictions:    6187/  10000 (61.87%), best:    6185/10000 (61.85%), error:     11179.76562, best error:     11155.08984 on epoch:    59, epoch:   63/100, mu: 0.9695411921, learning_rate: 0.0000052255, weight_decay: 0.0000177654

epoch time: 916.7606811523s, input_fired_time: 9.7265510559, output_fired_time: 3.1604952812, propagate_forward_time: 329.9457702637, propagate_backward_time: 567.1048583984, weight_update_time: 0.3101509809, other_time: 6.8229980469
epoch time: 72.9423828125s, input_fired_time: 0.5214504004, output_fired_time: 0.0000000000, propagate_forward_time: 71.3546218872, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0663070679
validation[          , genome  5954] predictions:    6180/  10000 (61.80%), best:    6185/10000 (61.85%), error:     11168.85547, best error:     11155.08984 on epoch:    59, epoch:   64/100, mu: 0.9705464244, learning_rate: 0.0000048819, weight_decay: 0.0000168401

epoch time: 906.4822998047s, input_fired_time: 9.7094440460, output_fired_time: 3.1222763062, propagate_forward_time: 324.6436157227, propagate_backward_time: 562.2067260742, weight_update_time: 0.3072244227, other_time: 6.8002319336
epoch time: 64.8120880127s, input_fired_time: 0.4954222739, output_fired_time: 0.0000000000, propagate_forward_time: 63.3105545044, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0061111450
validation[          , genome  5954] predictions:    6170/  10000 (61.70%), best:    6170/10000 (61.70%), error:     11121.62598, best error:     11121.62598 on epoch:    65, epoch:   65/100, mu: 0.9715023041, learning_rate: 0.0000045608, weight_decay: 0.0000159630

epoch time: 915.4825439453s, input_fired_time: 9.6999616623, output_fired_time: 3.1105828285, propagate_forward_time: 326.2044982910, propagate_backward_time: 569.6800537109, weight_update_time: 0.3059592247, other_time: 6.7874755859
epoch time: 68.8791351318s, input_fired_time: 0.5057718754, output_fired_time: 0.0000000000, propagate_forward_time: 67.3189468384, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0544128418
validation[          , genome  5954] predictions:    6167/  10000 (61.67%), best:    6170/10000 (61.70%), error:     11189.45117, best error:     11121.62598 on epoch:    65, epoch:   66/100, mu: 0.9724112153, learning_rate: 0.0000042609, weight_decay: 0.0000151316

epoch time: 932.6718139648s, input_fired_time: 9.8057270050, output_fired_time: 3.1576881409, propagate_forward_time: 329.0352172852, propagate_backward_time: 583.8043823242, weight_update_time: 0.3141196966, other_time: 6.8687744141
epoch time: 68.8386230469s, input_fired_time: 0.5057944059, output_fired_time: 0.0000000000, propagate_forward_time: 67.2535858154, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0792465210
validation[          , genome  5954] predictions:    6259/  10000 (62.59%), best:    6259/10000 (62.59%), error:     11061.60449, best error:     11061.60449 on epoch:    67, epoch:   67/100, mu: 0.9732754827, learning_rate: 0.0000039807, weight_decay: 0.0000143435

epoch time: 919.3673706055s, input_fired_time: 9.6997890472, output_fired_time: 3.0988442898, propagate_forward_time: 324.3910522461, propagate_backward_time: 575.3967895508, weight_update_time: 0.3072071075, other_time: 6.7809448242
epoch time: 68.6345291138s, input_fired_time: 0.5075281262, output_fired_time: 0.0000000000, propagate_forward_time: 67.0750198364, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0519790649
validation[          , genome  5954] predictions:    6173/  10000 (61.73%), best:    6259/10000 (62.59%), error:     11137.42969, best error:     11061.60449 on epoch:    67, epoch:   68/100, mu: 0.9740972519, learning_rate: 0.0000037189, weight_decay: 0.0000135964

epoch time: 948.2406005859s, input_fired_time: 9.7362089157, output_fired_time: 3.1843626499, propagate_forward_time: 335.2882995605, propagate_backward_time: 593.1226196289, weight_update_time: 0.3139624298, other_time: 6.9091186523
epoch time: 70.3158264160s, input_fired_time: 0.5107876658, output_fired_time: 0.0000000000, propagate_forward_time: 68.7574157715, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0476226807
validation[          , genome  5954] predictions:    6222/  10000 (62.22%), best:    6259/10000 (62.59%), error:     11065.25391, best error:     11061.60449 on epoch:    67, epoch:   69/100, mu: 0.9748786688, learning_rate: 0.0000034743, weight_decay: 0.0000128883

epoch time: 921.3530883789s, input_fired_time: 9.7225151062, output_fired_time: 3.1641485691, propagate_forward_time: 329.5292663574, propagate_backward_time: 572.0986938477, weight_update_time: 0.3107115924, other_time: 6.8384399414
epoch time: 68.5138397217s, input_fired_time: 0.5096526742, output_fired_time: 0.0000000000, propagate_forward_time: 66.9441375732, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0600509644
validation[          , genome  5954] predictions:    6192/  10000 (61.92%), best:    6259/10000 (62.59%), error:     11114.71582, best error:     11061.60449 on epoch:    67, epoch:   70/100, mu: 0.9756216407, learning_rate: 0.0000032458, weight_decay: 0.0000122170

epoch time: 917.8759155273s, input_fired_time: 9.7250156403, output_fired_time: 3.1706736088, propagate_forward_time: 328.8248596191, propagate_backward_time: 569.3843383789, weight_update_time: 0.3059082329, other_time: 6.7710571289
epoch time: 69.8236541748s, input_fired_time: 0.5115525723, output_fired_time: 0.0000000000, propagate_forward_time: 68.2354812622, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0766220093
validation[          , genome  5954] predictions:    6108/  10000 (61.08%), best:    6259/10000 (62.59%), error:     11304.65039, best error:     11061.60449 on epoch:    67, epoch:   71/100, mu: 0.9763281345, learning_rate: 0.0000030324, weight_decay: 0.0000115807

epoch time: 900.2581787109s, input_fired_time: 9.7158985138, output_fired_time: 3.1132256985, propagate_forward_time: 324.5932006836, propagate_backward_time: 556.0410156250, weight_update_time: 0.3086293042, other_time: 6.7948608398
epoch time: 69.8901977539s, input_fired_time: 0.5143516064, output_fired_time: 0.0000000000, propagate_forward_time: 68.3391647339, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0366821289
validation[          , genome  5954] predictions:    6209/  10000 (62.09%), best:    6209/10000 (62.09%), error:     11054.65430, best error:     11054.65430 on epoch:    72, epoch:   72/100, mu: 0.9769999385, learning_rate: 0.0000028329, weight_decay: 0.0000109775

epoch time: 913.2136840820s, input_fired_time: 9.7289209366, output_fired_time: 3.1648199558, propagate_forward_time: 330.0697021484, propagate_backward_time: 563.4529418945, weight_update_time: 0.3082195818, other_time: 6.7973022461
epoch time: 66.7972946167s, input_fired_time: 0.5030863881, output_fired_time: 0.0000000000, propagate_forward_time: 65.2854156494, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0087890625
validation[          , genome  5954] predictions:    6255/  10000 (62.55%), best:    6209/10000 (62.09%), error:     11063.40820, best error:     11054.65430 on epoch:    72, epoch:   73/100, mu: 0.9776387215, learning_rate: 0.0000026466, weight_decay: 0.0000104057

epoch time: 894.2783813477s, input_fired_time: 9.7073717117, output_fired_time: 3.0512990952, propagate_forward_time: 321.5437927246, propagate_backward_time: 553.2568969727, weight_update_time: 0.3028172553, other_time: 6.7190551758
epoch time: 74.0821151733s, input_fired_time: 0.5278872252, output_fired_time: 0.0000000000, propagate_forward_time: 72.4797744751, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0744552612
validation[          , genome  5954] predictions:    6213/  10000 (62.13%), best:    6213/10000 (62.13%), error:     11041.22949, best error:     11041.22949 on epoch:    74, epoch:   74/100, mu: 0.9782460928, learning_rate: 0.0000024726, weight_decay: 0.0000098638

epoch time: 895.8834838867s, input_fired_time: 9.6814641953, output_fired_time: 3.0676372051, propagate_forward_time: 319.2280578613, propagate_backward_time: 557.1631469727, weight_update_time: 0.3039942682, other_time: 6.7432250977
epoch time: 65.1245040894s, input_fired_time: 0.5006237030, output_fired_time: 0.0000000000, propagate_forward_time: 63.6237487793, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0001296997
validation[          , genome  5954] predictions:    6182/  10000 (61.82%), best:    6213/10000 (62.13%), error:     11150.04395, best error:     11041.22949 on epoch:    74, epoch:   75/100, mu: 0.9788236022, learning_rate: 0.0000023100, weight_decay: 0.0000093500

epoch time: 927.3214111328s, input_fired_time: 9.7965059280, output_fired_time: 3.1815648079, propagate_forward_time: 329.5921325684, propagate_backward_time: 577.9105834961, weight_update_time: 0.3086125553, other_time: 6.8406372070
epoch time: 68.3825531006s, input_fired_time: 0.5073949695, output_fired_time: 0.0000000000, propagate_forward_time: 66.8566589355, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0185012817
validation[          , genome  5954] predictions:    6247/  10000 (62.47%), best:    6213/10000 (62.13%), error:     11083.71484, best error:     11041.22949 on epoch:    74, epoch:   76/100, mu: 0.9793727398, learning_rate: 0.0000021580, weight_decay: 0.0000088630

epoch time: 908.9043579102s, input_fired_time: 9.6962385178, output_fired_time: 3.0865406990, propagate_forward_time: 321.9278564453, propagate_backward_time: 567.4423217773, weight_update_time: 0.3068354130, other_time: 6.7514038086
epoch time: 71.3319473267s, input_fired_time: 0.5170608759, output_fired_time: 0.0000000000, propagate_forward_time: 69.7853698730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0295181274
validation[          , genome  5954] predictions:    6244/  10000 (62.44%), best:    6244/10000 (62.44%), error:     11005.38867, best error:     11005.38867 on epoch:    77, epoch:   77/100, mu: 0.9798949361, learning_rate: 0.0000020161, weight_decay: 0.0000084014

epoch time: 909.4605102539s, input_fired_time: 9.7020225525, output_fired_time: 3.0792553425, propagate_forward_time: 320.7866210938, propagate_backward_time: 569.1130981445, weight_update_time: 0.3079220057, other_time: 6.7794799805
epoch time: 69.6483993530s, input_fired_time: 0.5103929639, output_fired_time: 0.0000000000, propagate_forward_time: 68.1085433960, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0294647217
validation[          , genome  5954] predictions:    6176/  10000 (61.76%), best:    6244/10000 (62.44%), error:     11183.77637, best error:     11005.38867 on epoch:    77, epoch:   78/100, mu: 0.9803914428, learning_rate: 0.0000018835, weight_decay: 0.0000079638

epoch time: 919.8008422852s, input_fired_time: 9.7113485336, output_fired_time: 3.1083953381, propagate_forward_time: 321.5720520020, propagate_backward_time: 578.6600952148, weight_update_time: 0.3086767793, other_time: 6.7489624023
epoch time: 63.9656028748s, input_fired_time: 0.5004143119, output_fired_time: 0.0000000000, propagate_forward_time: 62.4841690063, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9810180664
validation[          , genome  5954] predictions:    6206/  10000 (62.06%), best:    6244/10000 (62.44%), error:     11065.40137, best error:     11005.38867 on epoch:    77, epoch:   79/100, mu: 0.9808635712, learning_rate: 0.0000017597, weight_decay: 0.0000075490

epoch time: 936.7984008789s, input_fired_time: 9.7577047348, output_fired_time: 3.1877114773, propagate_forward_time: 332.1788330078, propagate_backward_time: 584.7834472656, weight_update_time: 0.3119987845, other_time: 6.8907470703
epoch time: 65.7235412598s, input_fired_time: 0.5042293072, output_fired_time: 0.0000000000, propagate_forward_time: 64.2013397217, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0179748535
validation[          , genome  5954] predictions:    6232/  10000 (62.32%), best:    6244/10000 (62.44%), error:     11062.79785, best error:     11005.38867 on epoch:    77, epoch:   80/100, mu: 0.9813125134, learning_rate: 0.0000016439, weight_decay: 0.0000071558

epoch time: 875.9900512695s, input_fired_time: 9.6545686722, output_fired_time: 3.0019664764, propagate_forward_time: 313.5753173828, propagate_backward_time: 543.1370239258, weight_update_time: 0.2918246388, other_time: 6.6212158203
epoch time: 67.3718490601s, input_fired_time: 0.5110262036, output_fired_time: 0.0000000000, propagate_forward_time: 65.8449478149, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0158767700
validation[          , genome  5954] predictions:    6232/  10000 (62.32%), best:    6244/10000 (62.44%), error:     11027.73730, best error:     11005.38867 on epoch:    77, epoch:   81/100, mu: 0.9817394018, learning_rate: 0.0000015358, weight_decay: 0.0000067831

epoch time: 898.2550048828s, input_fired_time: 9.6924228668, output_fired_time: 3.0849530697, propagate_forward_time: 322.9832153320, propagate_backward_time: 555.6880493164, weight_update_time: 0.3015062213, other_time: 6.8063354492
epoch time: 65.2981033325s, input_fired_time: 0.5046867132, output_fired_time: 0.0000000000, propagate_forward_time: 63.8234367371, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9699821472
validation[          , genome  5954] predictions:    6261/  10000 (62.61%), best:    6261/10000 (62.61%), error:     10983.37305, best error:     10983.37305 on epoch:    82, epoch:   82/100, mu: 0.9821453094, learning_rate: 0.0000014348, weight_decay: 0.0000064298

epoch time: 901.9932861328s, input_fired_time: 9.7041540146, output_fired_time: 3.0761275291, propagate_forward_time: 320.7329711914, propagate_backward_time: 561.6763305664, weight_update_time: 0.3049374521, other_time: 6.8037109375
epoch time: 71.2062301636s, input_fired_time: 0.5163434744, output_fired_time: 0.0000000000, propagate_forward_time: 69.6273803711, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0625076294
validation[          , genome  5954] predictions:    6262/  10000 (62.62%), best:    6261/10000 (62.61%), error:     11060.34473, best error:     10983.37305 on epoch:    82, epoch:   83/100, mu: 0.9825312495, learning_rate: 0.0000013405, weight_decay: 0.0000060950

epoch time: 943.7822265625s, input_fired_time: 9.8096961975, output_fired_time: 3.2250254154, propagate_forward_time: 336.6798095703, propagate_backward_time: 587.0516357422, weight_update_time: 0.3181051910, other_time: 7.0160522461
epoch time: 73.1103057861s, input_fired_time: 0.5248362422, output_fired_time: 0.0000000000, propagate_forward_time: 71.5227813721, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0626907349
validation[          , genome  5954] predictions:    6191/  10000 (61.91%), best:    6261/10000 (62.61%), error:     11087.38477, best error:     10983.37305 on epoch:    82, epoch:   84/100, mu: 0.9828982353, learning_rate: 0.0000012523, weight_decay: 0.0000057775

epoch time: 921.0577392578s, input_fired_time: 9.7828378677, output_fired_time: 3.1401760578, propagate_forward_time: 327.5686950684, propagate_backward_time: 573.6841430664, weight_update_time: 0.3114323020, other_time: 6.8818969727
epoch time: 64.6842346191s, input_fired_time: 0.5015410185, output_fired_time: 0.0000000000, propagate_forward_time: 63.1557960510, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0268974304
validation[          , genome  5954] predictions:    6314/  10000 (63.14%), best:    6314/10000 (63.14%), error:     10956.04199, best error:     10956.04199 on epoch:    85, epoch:   85/100, mu: 0.9832471609, learning_rate: 0.0000011699, weight_decay: 0.0000054766

epoch time: 906.5994873047s, input_fired_time: 9.7407112122, output_fired_time: 3.0679464340, propagate_forward_time: 328.8460693359, propagate_backward_time: 558.2176513672, weight_update_time: 0.3064109087, other_time: 6.7271118164
epoch time: 65.0769042969s, input_fired_time: 0.5072665215, output_fired_time: 0.0000000000, propagate_forward_time: 63.5300598145, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0395812988
validation[          , genome  5954] predictions:    6258/  10000 (62.58%), best:    6314/10000 (63.14%), error:     10962.62012, best error:     10956.04199 on epoch:    85, epoch:   86/100, mu: 0.9835789800, learning_rate: 0.0000010930, weight_decay: 0.0000051913

epoch time: 899.1576538086s, input_fired_time: 9.7731781006, output_fired_time: 3.1149330139, propagate_forward_time: 327.4911804199, propagate_backward_time: 551.9664916992, weight_update_time: 0.3073710799, other_time: 6.8118286133
epoch time: 68.3491439819s, input_fired_time: 0.5170004368, output_fired_time: 0.0000000000, propagate_forward_time: 66.7704696655, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0616760254
validation[          , genome  5954] predictions:    6269/  10000 (62.69%), best:    6269/10000 (62.69%), error:     10942.75000, best error:     10942.75000 on epoch:    87, epoch:   87/100, mu: 0.9838944674, learning_rate: 0.0000010211, weight_decay: 0.0000049210

epoch time: 916.5181884766s, input_fired_time: 9.9046278000, output_fired_time: 3.2122175694, propagate_forward_time: 330.9902954102, propagate_backward_time: 565.4083862305, weight_update_time: 0.3121017814, other_time: 7.0026855469
epoch time: 66.9448547363s, input_fired_time: 0.5112411380, output_fired_time: 0.0000000000, propagate_forward_time: 65.3897094727, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0439071655
validation[          , genome  5954] predictions:    6299/  10000 (62.99%), best:    6269/10000 (62.69%), error:     10978.06250, best error:     10942.75000 on epoch:    87, epoch:   88/100, mu: 0.9841944575, learning_rate: 0.0000009540, weight_decay: 0.0000046646

epoch time: 931.8003540039s, input_fired_time: 9.8484497070, output_fired_time: 3.1673781872, propagate_forward_time: 332.3327941895, propagate_backward_time: 579.5378417969, weight_update_time: 0.3125761449, other_time: 6.9139404297
epoch time: 61.0277175903s, input_fired_time: 0.4968649447, output_fired_time: 0.0000000000, propagate_forward_time: 59.5513114929, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9795417786
validation[          , genome  5954] predictions:    6240/  10000 (62.40%), best:    6269/10000 (62.69%), error:     11012.10449, best error:     10942.75000 on epoch:    87, epoch:   89/100, mu: 0.9844797254, learning_rate: 0.0000008912, weight_decay: 0.0000044217

epoch time: 949.9986572266s, input_fired_time: 9.8158874512, output_fired_time: 3.2475738525, propagate_forward_time: 336.1702575684, propagate_backward_time: 593.8516845703, weight_update_time: 0.3163537383, other_time: 6.9132080078
epoch time: 69.1123657227s, input_fired_time: 0.5186780691, output_fired_time: 0.0000000000, propagate_forward_time: 67.5342025757, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0594863892
validation[          , genome  5954] predictions:    6291/  10000 (62.91%), best:    6291/10000 (62.91%), error:     10940.74414, best error:     10940.74414 on epoch:    90, epoch:   90/100, mu: 0.9847509861, learning_rate: 0.0000008326, weight_decay: 0.0000041914

epoch time: 1016.3463134766s, input_fired_time: 10.6694164276, output_fired_time: 3.5230727196, propagate_forward_time: 364.1488342285, propagate_backward_time: 630.2968750000, weight_update_time: 0.3512969613, other_time: 7.7081298828
epoch time: 79.7033386230s, input_fired_time: 0.5762603283, output_fired_time: 0.0000000000, propagate_forward_time: 77.9209213257, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2061538696
validation[          , genome  5954] predictions:    6282/  10000 (62.82%), best:    6282/10000 (62.82%), error:     10914.18555, best error:     10914.18555 on epoch:    91, epoch:   91/100, mu: 0.9850088954, learning_rate: 0.0000007779, weight_decay: 0.0000039731

epoch time: 961.6298828125s, input_fired_time: 10.0320816040, output_fired_time: 3.3222823143, propagate_forward_time: 341.7829895020, propagate_backward_time: 599.3021850586, weight_update_time: 0.3225060403, other_time: 7.1903686523
epoch time: 67.7492904663s, input_fired_time: 0.5150643587, output_fired_time: 0.0000000000, propagate_forward_time: 66.1602325439, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0739898682
validation[          , genome  5954] predictions:    6291/  10000 (62.91%), best:    6282/10000 (62.82%), error:     10936.30957, best error:     10914.18555 on epoch:    91, epoch:   92/100, mu: 0.9852541089, learning_rate: 0.0000007267, weight_decay: 0.0000037661

epoch time: 1135.3128662109s, input_fired_time: 11.6927175522, output_fired_time: 3.9385814667, propagate_forward_time: 407.0551147461, propagate_backward_time: 704.0526733398, weight_update_time: 0.4124801159, other_time: 8.5737304688
epoch time: 79.6858444214s, input_fired_time: 0.6221136451, output_fired_time: 0.0000000000, propagate_forward_time: 77.7910079956, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2727203369
validation[          , genome  5954] predictions:    6284/  10000 (62.84%), best:    6282/10000 (62.82%), error:     10914.95215, best error:     10914.18555 on epoch:    91, epoch:   93/100, mu: 0.9854872823, learning_rate: 0.0000006789, weight_decay: 0.0000035700

epoch time: 1234.8092041016s, input_fired_time: 11.5347747803, output_fired_time: 3.8656034470, propagate_forward_time: 394.0159301758, propagate_backward_time: 817.0460815430, weight_update_time: 0.3874016106, other_time: 8.3468017578
epoch time: 74.7453079224s, input_fired_time: 0.5766342878, output_fired_time: 0.0000000000, propagate_forward_time: 72.9733963013, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1952743530
validation[          , genome  5954] predictions:    6293/  10000 (62.93%), best:    6282/10000 (62.82%), error:     10974.18457, best error:     10914.18555 on epoch:    91, epoch:   94/100, mu: 0.9857090116, learning_rate: 0.0000006343, weight_decay: 0.0000033841

epoch time: 1079.0880126953s, input_fired_time: 11.2984313965, output_fired_time: 3.8386580944, propagate_forward_time: 384.4041137695, propagate_backward_time: 671.4301757812, weight_update_time: 0.3811123371, other_time: 8.1166381836
epoch time: 79.2955703735s, input_fired_time: 0.6098433733, output_fired_time: 0.0000000000, propagate_forward_time: 77.4432449341, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2424850464
validation[          , genome  5954] predictions:    6308/  10000 (63.08%), best:    6308/10000 (63.08%), error:     10895.70312, best error:     10895.70312 on epoch:    95, epoch:   95/100, mu: 0.9859198332, learning_rate: 0.0000005926, weight_decay: 0.0000032078

epoch time: 1076.3260498047s, input_fired_time: 11.1253013611, output_fired_time: 3.7668623924, propagate_forward_time: 383.5076293945, propagate_backward_time: 669.7189941406, weight_update_time: 0.4037296474, other_time: 8.2073364258
epoch time: 82.1777572632s, input_fired_time: 0.6484268308, output_fired_time: 0.0000000000, propagate_forward_time: 80.1575546265, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3717727661
validation[          , genome  5954] predictions:    6291/  10000 (62.91%), best:    6308/10000 (63.08%), error:     10949.22656, best error:     10895.70312 on epoch:    95, epoch:   96/100, mu: 0.9861203432, learning_rate: 0.0000005536, weight_decay: 0.0000030407

epoch time: 1087.6678466797s, input_fired_time: 11.3847265244, output_fired_time: 3.8269972801, propagate_forward_time: 387.8183288574, propagate_backward_time: 676.3373413086, weight_update_time: 0.3820134103, other_time: 8.3003540039
epoch time: 77.2171630859s, input_fired_time: 0.5702603459, output_fired_time: 0.0000000000, propagate_forward_time: 75.3824386597, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2644653320
validation[          , genome  5954] predictions:    6287/  10000 (62.87%), best:    6308/10000 (63.08%), error:     10933.99316, best error:     10895.70312 on epoch:    95, epoch:   97/100, mu: 0.9863109589, learning_rate: 0.0000005172, weight_decay: 0.0000028823

epoch time: 1101.3532714844s, input_fired_time: 11.1989088058, output_fired_time: 3.7262291908, propagate_forward_time: 389.9883728027, propagate_backward_time: 688.1069946289, weight_update_time: 0.3893764615, other_time: 8.3328247070
epoch time: 71.4250183105s, input_fired_time: 0.5417422652, output_fired_time: 0.0000000000, propagate_forward_time: 69.7175445557, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1657333374
validation[          , genome  5954] predictions:    6284/  10000 (62.84%), best:    6308/10000 (63.08%), error:     10904.62891, best error:     10895.70312 on epoch:    95, epoch:   98/100, mu: 0.9864922166, learning_rate: 0.0000004832, weight_decay: 0.0000027322

epoch time: 1061.7319335938s, input_fired_time: 10.9958181381, output_fired_time: 3.6797823906, propagate_forward_time: 375.5958251953, propagate_backward_time: 663.3099365234, weight_update_time: 0.4237346649, other_time: 8.1505126953
epoch time: 74.5026321411s, input_fired_time: 0.5504083037, output_fired_time: 0.0000000000, propagate_forward_time: 72.8010025024, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1512222290
validation[          , genome  5954] predictions:    6317/  10000 (63.17%), best:    6308/10000 (63.08%), error:     10903.59180, best error:     10895.70312 on epoch:    95, epoch:   99/100, mu: 0.9866645932, learning_rate: 0.0000004514, weight_decay: 0.0000025899

epoch time: 1042.3986816406s, input_fired_time: 10.8155364990, output_fired_time: 3.6071286201, propagate_forward_time: 373.9995422363, propagate_backward_time: 646.2122802734, weight_update_time: 0.3494798243, other_time: 7.7641601562
epoch time: 70.9696655273s, input_fired_time: 0.5504581928, output_fired_time: 0.0000000000, propagate_forward_time: 69.2237472534, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1954574585
validation[          , genome  5954] predictions:    6302/  10000 (63.02%), best:    6308/10000 (63.08%), error:     10934.73828, best error:     10895.70312 on epoch:    95, epoch:  100/100, mu: 0.9868285060, learning_rate: 0.0000004217, weight_decay: 0.0000024550

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 376.2132873535s, input_fired_time: 2.7969837189, output_fired_time: 0.0000000000, propagate_forward_time: 367.4409790039, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.9753112793
best training[          , genome  5954] predictions:   33259/  50000 (66.52%), best:    6308/10000 (63.08%), error:     51434.03906, best error:     10895.70312 on epoch:    95, epoch:  101/100, mu: 0.9869843125, learning_rate: 0.0000003940, weight_decay: 0.0000023272
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 74.8713760376s, input_fired_time: 0.5726189017, output_fired_time: 0.0000000000, propagate_forward_time: 73.1596374512, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1391220093
   testing[          , genome  5954] predictions:    6308/  10000 (63.08%), best:    6308/10000 (63.08%), error:     10895.70312, best error:     10895.70312 on epoch:    95, epoch:  101/100, mu: 0.9869843125, learning_rate: 0.0000003940, weight_decay: 0.0000023272
backpropagation finished successfully!
20:53:08 (27695): called boinc_finish(0)

</stderr_txt>
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