Nameexact_genome_1512568488_41_6852_0
Workunit2605524
Created7 Dec 2017, 22:22:15 UTC
Sent7 Dec 2017, 22:25:35 UTC
Report deadline15 Dec 2017, 9:33:51 UTC
Received8 Dec 2017, 9:42:39 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID47445
Run time2 hours 39 min 26 sec
CPU time2 hours 35 min 14 sec
Validate stateValid
Credit1,866.02
Device peak FLOPS4.50 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size122.03 MB
Peak swap size2,591.43 MB
Peak disk usage1.05 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
, epoch:   13/100, mu: 0.7384625077, learning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 88.8541336060s, input_fired_time: 0.7387589216, output_fired_time: 0.5109930038, propagate_forward_time: 25.8149814606, propagate_backward_time: 59.8797988892, weight_update_time: 0.1053381786, other_time: 1.9095993042
epoch time: 5.6188650131s, input_fired_time: 0.0956162587, output_fired_time: 0.0000000000, propagate_forward_time: 5.1744222641, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3488264084
validation[          , genome  6852] predictions:    9634/  10000 (96.34%), best:    9642/10000 (96.42%), error:      1252.98560, best error:      1163.22644 on epoch:     7, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 88.5460510254s, input_fired_time: 0.7429755926, output_fired_time: 0.5231769681, propagate_forward_time: 25.7585544586, propagate_backward_time: 59.6239700317, weight_update_time: 0.1031460762, other_time: 1.8973770142
epoch time: 5.6341309547s, input_fired_time: 0.0964775756, output_fired_time: 0.0000000000, propagate_forward_time: 5.1846747398, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3529787064
validation[          , genome  6852] predictions:    9652/  10000 (96.52%), best:    9652/10000 (96.52%), error:      1143.08203, best error:      1143.08203 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 88.5709609985s, input_fired_time: 0.7546027303, output_fired_time: 0.5191937089, propagate_forward_time: 25.6762676239, propagate_backward_time: 59.6944389343, weight_update_time: 0.1033677757, other_time: 1.9264564514
epoch time: 5.5756692886s, input_fired_time: 0.0961658508, output_fired_time: 0.0000000000, propagate_forward_time: 5.1345043182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3449993134
validation[          , genome  6852] predictions:    9473/  10000 (94.73%), best:    9652/10000 (96.52%), error:      1653.46814, best error:      1143.08203 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 88.4828643799s, input_fired_time: 0.7416835427, output_fired_time: 0.5193728209, propagate_forward_time: 25.7082786560, propagate_backward_time: 59.6051979065, weight_update_time: 0.1029998139, other_time: 1.9083328247
epoch time: 5.5669598579s, input_fired_time: 0.0944207236, output_fired_time: 0.0000000000, propagate_forward_time: 5.1233248711, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3492140770
validation[          , genome  6852] predictions:    9604/  10000 (96.04%), best:    9652/10000 (96.52%), error:      1277.96375, best error:      1143.08203 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 88.4317092896s, input_fired_time: 0.7357633114, output_fired_time: 0.5237458348, propagate_forward_time: 25.6696853638, propagate_backward_time: 59.6097640991, weight_update_time: 0.1055725887, other_time: 1.8927536011
epoch time: 5.5994687080s, input_fired_time: 0.0965470150, output_fired_time: 0.0000000000, propagate_forward_time: 5.1585063934, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3444151878
validation[          , genome  6852] predictions:    9642/  10000 (96.42%), best:    9652/10000 (96.52%), error:      1193.86841, best error:      1143.08203 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 88.5090255737s, input_fired_time: 0.7427334785, output_fired_time: 0.5140920281, propagate_forward_time: 25.6922512054, propagate_backward_time: 59.6333656311, weight_update_time: 0.1049913689, other_time: 1.9265785217
epoch time: 5.6284375191s, input_fired_time: 0.1015526578, output_fired_time: 0.0000000000, propagate_forward_time: 5.1836466789, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3432383537
validation[          , genome  6852] predictions:    9666/  10000 (96.66%), best:    9666/10000 (96.66%), error:      1142.52698, best error:      1142.52698 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 88.5606307983s, input_fired_time: 0.7302165031, output_fired_time: 0.5152236819, propagate_forward_time: 25.7613525391, propagate_backward_time: 59.6530990601, weight_update_time: 0.1035302952, other_time: 1.9007415771
epoch time: 5.5278825760s, input_fired_time: 0.0970469490, output_fired_time: 0.0000000000, propagate_forward_time: 5.0888538361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3419818878
validation[          , genome  6852] predictions:    9678/  10000 (96.78%), best:    9678/10000 (96.78%), error:      1074.87036, best error:      1074.87036 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 88.5882720947s, input_fired_time: 0.7409442067, output_fired_time: 0.5300318003, propagate_forward_time: 25.7722454071, propagate_backward_time: 59.6344261169, weight_update_time: 0.1039216816, other_time: 1.9106254578
epoch time: 5.5663175583s, input_fired_time: 0.0946372375, output_fired_time: 0.0000000000, propagate_forward_time: 5.1182565689, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3534235954
validation[          , genome  6852] predictions:    9690/  10000 (96.90%), best:    9690/10000 (96.90%), error:      1022.07568, best error:      1022.07568 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 88.4886474609s, input_fired_time: 0.7524669766, output_fired_time: 0.5176056027, propagate_forward_time: 25.7011184692, propagate_backward_time: 59.6010437012, weight_update_time: 0.1053970456, other_time: 1.9164123535
epoch time: 5.5430769920s, input_fired_time: 0.1003000215, output_fired_time: 0.0000000000, propagate_forward_time: 5.0961575508, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3466196060
validation[          , genome  6852] predictions:    9667/  10000 (96.67%), best:    9690/10000 (96.90%), error:      1104.53223, best error:      1022.07568 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 88.9183807373s, input_fired_time: 0.7432226539, output_fired_time: 0.5256107450, propagate_forward_time: 25.8609714508, propagate_backward_time: 59.8836441040, weight_update_time: 0.1064395681, other_time: 1.9049301147
epoch time: 5.6081705093s, input_fired_time: 0.1085408702, output_fired_time: 0.0000000000, propagate_forward_time: 5.1495351791, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3500943184
validation[          , genome  6852] predictions:    9639/  10000 (96.39%), best:    9690/10000 (96.90%), error:      1183.94165, best error:      1022.07568 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 88.5314331055s, input_fired_time: 0.7418429255, output_fired_time: 0.5229237080, propagate_forward_time: 25.7578926086, propagate_backward_time: 59.6007804871, weight_update_time: 0.1043958962, other_time: 1.9079895020
epoch time: 5.6363286972s, input_fired_time: 0.0984967276, output_fired_time: 0.0000000000, propagate_forward_time: 5.1892538071, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3485779762
validation[          , genome  6852] predictions:    9676/  10000 (96.76%), best:    9690/10000 (96.90%), error:      1064.40698, best error:      1022.07568 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 88.3317794800s, input_fired_time: 0.7389225364, output_fired_time: 0.5194624662, propagate_forward_time: 25.6832084656, propagate_backward_time: 59.4927673340, weight_update_time: 0.1085893363, other_time: 1.8974189758
epoch time: 5.5177793503s, input_fired_time: 0.0962986648, output_fired_time: 0.0000000000, propagate_forward_time: 5.0803627968, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3411178589
validation[          , genome  6852] predictions:    9641/  10000 (96.41%), best:    9690/10000 (96.90%), error:      1126.36816, best error:      1022.07568 on epoch:    21, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 88.7349700928s, input_fired_time: 0.7459543943, output_fired_time: 0.5245319605, propagate_forward_time: 25.7917671204, propagate_backward_time: 59.7618560791, weight_update_time: 0.1089814827, other_time: 1.9108619690
epoch time: 5.6067609787s, input_fired_time: 0.0955608934, output_fired_time: 0.0000000000, propagate_forward_time: 5.1514682770, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3597316742
validation[          , genome  6852] predictions:    9695/  10000 (96.95%), best:    9695/10000 (96.95%), error:      1008.45111, best error:      1008.45111 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 88.5306015015s, input_fired_time: 0.7512137890, output_fired_time: 0.5233937502, propagate_forward_time: 25.7223987579, propagate_backward_time: 59.6380920410, weight_update_time: 0.1041365638, other_time: 1.8955078125
epoch time: 5.5701298714s, input_fired_time: 0.0979390740, output_fired_time: 0.0000000000, propagate_forward_time: 5.1218743324, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3503165245
validation[          , genome  6852] predictions:    9658/  10000 (96.58%), best:    9695/10000 (96.95%), error:      1096.90283, best error:      1008.45111 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 88.6796875000s, input_fired_time: 0.7448144555, output_fired_time: 0.5125085711, propagate_forward_time: 25.7432823181, propagate_backward_time: 59.7720413208, weight_update_time: 0.1038498208, other_time: 1.9070396423
epoch time: 5.6271066666s, input_fired_time: 0.1015959606, output_fired_time: 0.0000000000, propagate_forward_time: 5.1704320908, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3550786972
validation[          , genome  6852] predictions:    9632/  10000 (96.32%), best:    9695/10000 (96.95%), error:      1181.35461, best error:      1008.45111 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 88.4327850342s, input_fired_time: 0.7503607273, output_fired_time: 0.5266250372, propagate_forward_time: 25.6689949036, propagate_backward_time: 59.5727119446, weight_update_time: 0.1047194302, other_time: 1.9140930176
epoch time: 5.5673518181s, input_fired_time: 0.1059933230, output_fired_time: 0.0000000000, propagate_forward_time: 5.1122622490, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3490962982
validation[          , genome  6852] predictions:    9602/  10000 (96.02%), best:    9695/10000 (96.95%), error:      1346.31079, best error:      1008.45111 on epoch:    26, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 88.7278976440s, input_fired_time: 0.7636511326, output_fired_time: 0.5274474621, propagate_forward_time: 25.8045520782, propagate_backward_time: 59.7361297607, weight_update_time: 0.1057009697, other_time: 1.8961181641
epoch time: 5.6043658257s, input_fired_time: 0.1002840400, output_fired_time: 0.0000000000, propagate_forward_time: 5.1491532326, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3549284935
validation[          , genome  6852] predictions:    9715/  10000 (97.15%), best:    9715/10000 (97.15%), error:       965.30865, best error:       965.30865 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 88.4285354614s, input_fired_time: 0.7507344484, output_fired_time: 0.5178843737, propagate_forward_time: 25.6665172577, propagate_backward_time: 59.5723838806, weight_update_time: 0.1047350839, other_time: 1.9210166931
epoch time: 5.5747809410s, input_fired_time: 0.0983203873, output_fired_time: 0.0000000000, propagate_forward_time: 5.1303105354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3461499214
validation[          , genome  6852] predictions:    9605/  10000 (96.05%), best:    9715/10000 (97.15%), error:      1300.92371, best error:       965.30865 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 88.6481704712s, input_fired_time: 0.7492187023, output_fired_time: 0.5244232416, propagate_forward_time: 25.7504882812, propagate_backward_time: 59.7327766418, weight_update_time: 0.1042022035, other_time: 1.8912620544
epoch time: 5.5882048607s, input_fired_time: 0.0975138545, output_fired_time: 0.0000000000, propagate_forward_time: 5.1398215294, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3508696556
validation[          , genome  6852] predictions:    9706/  10000 (97.06%), best:    9715/10000 (97.15%), error:       991.47681, best error:       965.30865 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 88.6184463501s, input_fired_time: 0.7515850663, output_fired_time: 0.5358878970, propagate_forward_time: 25.7658748627, propagate_backward_time: 59.6672935486, weight_update_time: 0.1108218208, other_time: 1.8978004456
epoch time: 5.5905084610s, input_fired_time: 0.0983179137, output_fired_time: 0.0000000000, propagate_forward_time: 5.1416954994, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3504948616
validation[          , genome  6852] predictions:    9710/  10000 (97.10%), best:    9710/10000 (97.10%), error:       953.86993, best error:       953.86993 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 88.7107391357s, input_fired_time: 0.7631563544, output_fired_time: 0.5166631341, propagate_forward_time: 25.8067836761, propagate_backward_time: 59.7183837891, weight_update_time: 0.1033771336, other_time: 1.9057540894
epoch time: 5.5982275009s, input_fired_time: 0.1007600948, output_fired_time: 0.0000000000, propagate_forward_time: 5.1488480568, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3486194611
validation[          , genome  6852] predictions:    9654/  10000 (96.54%), best:    9710/10000 (97.10%), error:      1125.58044, best error:       953.86993 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 88.6475143433s, input_fired_time: 0.7621482015, output_fired_time: 0.5137345195, propagate_forward_time: 25.7523593903, propagate_backward_time: 59.7188491821, weight_update_time: 0.1058922708, other_time: 1.9004287720
epoch time: 5.5916266441s, input_fired_time: 0.1028966531, output_fired_time: 0.0000000000, propagate_forward_time: 5.1423134804, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3464164734
validation[          , genome  6852] predictions:    9682/  10000 (96.82%), best:    9710/10000 (97.10%), error:      1031.09106, best error:       953.86993 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 88.5439071655s, input_fired_time: 0.7512418032, output_fired_time: 0.5190215111, propagate_forward_time: 25.7147006989, propagate_backward_time: 59.6630287170, weight_update_time: 0.1044949144, other_time: 1.8959159851
epoch time: 5.6195988655s, input_fired_time: 0.1012510508, output_fired_time: 0.0000000000, propagate_forward_time: 5.1659703255, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3523774147
validation[          , genome  6852] predictions:    9667/  10000 (96.67%), best:    9710/10000 (97.10%), error:      1162.07336, best error:       953.86993 on epoch:    33, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 88.7518539429s, input_fired_time: 0.7570719719, output_fired_time: 0.5267531872, propagate_forward_time: 25.7243118286, propagate_backward_time: 59.8445739746, weight_update_time: 0.1040746123, other_time: 1.8991394043
epoch time: 5.6042428017s, input_fired_time: 0.0983421355, output_fired_time: 0.0000000000, propagate_forward_time: 5.1575603485, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3483405113
validation[          , genome  6852] predictions:    9697/  10000 (96.97%), best:    9710/10000 (97.10%), error:      1027.09814, best error:       953.86993 on epoch:    33, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 88.4682006836s, input_fired_time: 0.7622034550, output_fired_time: 0.5168859959, propagate_forward_time: 25.6632480621, propagate_backward_time: 59.6357421875, weight_update_time: 0.1042833924, other_time: 1.8901214600
epoch time: 5.6309852600s, input_fired_time: 0.1015986055, output_fired_time: 0.0000000000, propagate_forward_time: 5.1826009750, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3467855453
validation[          , genome  6852] predictions:    9721/  10000 (97.21%), best:    9721/10000 (97.21%), error:       934.28821, best error:       934.28821 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 88.6071929932s, input_fired_time: 0.7613266110, output_fired_time: 0.5186827183, propagate_forward_time: 25.7746791840, propagate_backward_time: 59.6486015320, weight_update_time: 0.1038194969, other_time: 1.9038963318
epoch time: 5.6092233658s, input_fired_time: 0.1028871238, output_fired_time: 0.0000000000, propagate_forward_time: 5.1617588997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3445773125
validation[          , genome  6852] predictions:    9701/  10000 (97.01%), best:    9721/10000 (97.21%), error:       947.61798, best error:       934.28821 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 88.5241546631s, input_fired_time: 0.7648805380, output_fired_time: 0.5257846713, propagate_forward_time: 25.7339706421, propagate_backward_time: 59.5961608887, weight_update_time: 0.1050322205, other_time: 1.9033584595
epoch time: 5.6481575966s, input_fired_time: 0.1012637690, output_fired_time: 0.0000000000, propagate_forward_time: 5.1953897476, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3515038490
validation[          , genome  6852] predictions:    9695/  10000 (96.95%), best:    9721/10000 (97.21%), error:       955.58911, best error:       934.28821 on epoch:    38, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 88.5224609375s, input_fired_time: 0.7542912960, output_fired_time: 0.5231102109, propagate_forward_time: 25.7448272705, propagate_backward_time: 59.5935745239, weight_update_time: 0.1068967879, other_time: 1.9066619873
epoch time: 5.6160306931s, input_fired_time: 0.0981777534, output_fired_time: 0.0000000000, propagate_forward_time: 5.1743350029, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3435177803
validation[          , genome  6852] predictions:    9697/  10000 (96.97%), best:    9721/10000 (97.21%), error:      1035.09424, best error:       934.28821 on epoch:    38, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 88.7006607056s, input_fired_time: 0.7496148348, output_fired_time: 0.5281313658, propagate_forward_time: 25.8203144073, propagate_backward_time: 59.7056961060, weight_update_time: 0.1069925278, other_time: 1.8969039917
epoch time: 5.7533898354s, input_fired_time: 0.0994226858, output_fired_time: 0.0000000000, propagate_forward_time: 5.2908768654, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3630905151
validation[          , genome  6852] predictions:    9728/  10000 (97.28%), best:    9721/10000 (97.21%), error:       954.62415, best error:       934.28821 on epoch:    38, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 88.6730194092s, input_fired_time: 0.7544418573, output_fired_time: 0.5138344765, propagate_forward_time: 25.7861309052, propagate_backward_time: 59.7252388000, weight_update_time: 0.1039141715, other_time: 1.8933753967
epoch time: 5.5676941872s, input_fired_time: 0.0985615626, output_fired_time: 0.0000000000, propagate_forward_time: 5.1276226044, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3415098190
validation[          , genome  6852] predictions:    9679/  10000 (96.79%), best:    9721/10000 (97.21%), error:      1044.91174, best error:       934.28821 on epoch:    38, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 88.7145080566s, input_fired_time: 0.7505187988, output_fired_time: 0.5312369466, propagate_forward_time: 25.8066196442, propagate_backward_time: 59.7084197998, weight_update_time: 0.1048962027, other_time: 1.9177169800
epoch time: 5.5696907043s, input_fired_time: 0.0998266339, output_fired_time: 0.0000000000, propagate_forward_time: 5.1228933334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3469705582
validation[          , genome  6852] predictions:    9692/  10000 (96.92%), best:    9721/10000 (97.21%), error:       997.09521, best error:       934.28821 on epoch:    38, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 88.3558883667s, input_fired_time: 0.7506614923, output_fired_time: 0.5199534297, propagate_forward_time: 25.6743354797, propagate_backward_time: 59.5065612793, weight_update_time: 0.1073379293, other_time: 1.9043769836
epoch time: 5.6277184486s, input_fired_time: 0.1015659943, output_fired_time: 0.0000000000, propagate_forward_time: 5.1767435074, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3494091034
validation[          , genome  6852] predictions:    9692/  10000 (96.92%), best:    9721/10000 (97.21%), error:      1055.84375, best error:       934.28821 on epoch:    38, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 88.8705673218s, input_fired_time: 0.7535524964, output_fired_time: 0.5277896523, propagate_forward_time: 25.8209342957, propagate_backward_time: 59.8851661682, weight_update_time: 0.1031072661, other_time: 1.8831253052
epoch time: 5.5735263824s, input_fired_time: 0.0983434021, output_fired_time: 0.0000000000, propagate_forward_time: 5.1264333725, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3487496376
validation[          , genome  6852] predictions:    9703/  10000 (97.03%), best:    9721/10000 (97.21%), error:      1002.42902, best error:       934.28821 on epoch:    38, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 88.6203994751s, input_fired_time: 0.7591655850, output_fired_time: 0.5272756815, propagate_forward_time: 25.7498149872, propagate_backward_time: 59.6830635071, weight_update_time: 0.1028726920, other_time: 1.9010810852
epoch time: 5.6218366623s, input_fired_time: 0.0995912775, output_fired_time: 0.0000000000, propagate_forward_time: 5.1780858040, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3441596031
validation[          , genome  6852] predictions:    9698/  10000 (96.98%), best:    9721/10000 (97.21%), error:      1001.99329, best error:       934.28821 on epoch:    38, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 88.7760467529s, input_fired_time: 0.7637915611, output_fired_time: 0.5261508822, propagate_forward_time: 25.7224597931, propagate_backward_time: 59.8637847900, weight_update_time: 0.1058097333, other_time: 1.8998565674
epoch time: 5.5590467453s, input_fired_time: 0.1006652936, output_fired_time: 0.0000000000, propagate_forward_time: 5.1065464020, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3518352509
validation[          , genome  6852] predictions:    9685/  10000 (96.85%), best:    9721/10000 (97.21%), error:      1006.67242, best error:       934.28821 on epoch:    38, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 88.9622802734s, input_fired_time: 0.7637528777, output_fired_time: 0.5224614739, propagate_forward_time: 25.8962421417, propagate_backward_time: 59.8689346313, weight_update_time: 0.1034666821, other_time: 1.9108886719
epoch time: 5.6123456955s, input_fired_time: 0.0994904339, output_fired_time: 0.0000000000, propagate_forward_time: 5.1616268158, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3512282372
validation[          , genome  6852] predictions:    9737/  10000 (97.37%), best:    9737/10000 (97.37%), error:       903.19220, best error:       903.19220 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 88.5220489502s, input_fired_time: 0.7637835741, output_fired_time: 0.5288479924, propagate_forward_time: 25.6701717377, propagate_backward_time: 59.6654891968, weight_update_time: 0.1043937057, other_time: 1.8937530518
epoch time: 5.5300107002s, input_fired_time: 0.1020690277, output_fired_time: 0.0000000000, propagate_forward_time: 5.0858283043, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3421134949
validation[          , genome  6852] predictions:    9618/  10000 (96.18%), best:    9737/10000 (97.37%), error:      1241.33728, best error:       903.19220 on epoch:    49, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 88.7098999023s, input_fired_time: 0.7654665709, output_fired_time: 0.5207473040, propagate_forward_time: 25.7858619690, propagate_backward_time: 59.7275733948, weight_update_time: 0.1078824624, other_time: 1.9102554321
epoch time: 5.5507755280s, input_fired_time: 0.1021548584, output_fired_time: 0.0000000000, propagate_forward_time: 5.1066265106, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3419942856
validation[          , genome  6852] predictions:    9717/  10000 (97.17%), best:    9737/10000 (97.37%), error:       940.91083, best error:       903.19220 on epoch:    49, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 88.6212692261s, input_fired_time: 0.7540972233, output_fired_time: 0.5274381042, propagate_forward_time: 25.7355842590, propagate_backward_time: 59.6821060181, weight_update_time: 0.1049092934, other_time: 1.9220466614
epoch time: 5.5941834450s, input_fired_time: 0.1026073620, output_fired_time: 0.0000000000, propagate_forward_time: 5.1303162575, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3612599373
validation[          , genome  6852] predictions:    9687/  10000 (96.87%), best:    9737/10000 (97.37%), error:      1050.09668, best error:       903.19220 on epoch:    49, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 88.6468658447s, input_fired_time: 0.7601553798, output_fired_time: 0.5253247023, propagate_forward_time: 25.7816028595, propagate_backward_time: 59.6741600037, weight_update_time: 0.1058690250, other_time: 1.9056282043
epoch time: 5.6060433388s, input_fired_time: 0.1042056680, output_fired_time: 0.0000000000, propagate_forward_time: 5.1535944939, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3482432365
validation[          , genome  6852] predictions:    9713/  10000 (97.13%), best:    9737/10000 (97.37%), error:       946.42792, best error:       903.19220 on epoch:    49, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 88.7206649780s, input_fired_time: 0.7615578771, output_fired_time: 0.5189636350, propagate_forward_time: 25.7787036896, propagate_backward_time: 59.7583503723, weight_update_time: 0.1056438908, other_time: 1.9030876160
epoch time: 5.6093392372s, input_fired_time: 0.1035128981, output_fired_time: 0.0000000000, propagate_forward_time: 5.1531925201, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3526339531
validation[          , genome  6852] predictions:    9571/  10000 (95.71%), best:    9737/10000 (97.37%), error:      1362.20801, best error:       903.19220 on epoch:    49, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 88.8839035034s, input_fired_time: 0.7612595558, output_fired_time: 0.5292491913, propagate_forward_time: 25.8314399719, propagate_backward_time: 59.8507728577, weight_update_time: 0.1038730741, other_time: 1.9111785889
epoch time: 5.6111116409s, input_fired_time: 0.1061231643, output_fired_time: 0.0000000000, propagate_forward_time: 5.1565151215, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3484735489
validation[          , genome  6852] predictions:    9716/  10000 (97.16%), best:    9737/10000 (97.37%), error:       917.27173, best error:       903.19220 on epoch:    49, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 88.6027221680s, input_fired_time: 0.7748185396, output_fired_time: 0.5194092989, propagate_forward_time: 25.6664505005, propagate_backward_time: 59.7334289551, weight_update_time: 0.1032447666, other_time: 1.9086151123
epoch time: 5.6196217537s, input_fired_time: 0.1025667712, output_fired_time: 0.0000000000, propagate_forward_time: 5.1695137024, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3475413322
validation[          , genome  6852] predictions:    9694/  10000 (96.94%), best:    9737/10000 (97.37%), error:      1049.50598, best error:       903.19220 on epoch:    49, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 88.6349182129s, input_fired_time: 0.7683733106, output_fired_time: 0.5142009854, propagate_forward_time: 25.7519359589, propagate_backward_time: 59.6788558960, weight_update_time: 0.1113893166, other_time: 1.9215545654
epoch time: 5.6209635735s, input_fired_time: 0.1022568494, output_fired_time: 0.0000000000, propagate_forward_time: 5.1742348671, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3444719315
validation[          , genome  6852] predictions:    9703/  10000 (97.03%), best:    9737/10000 (97.37%), error:       986.70502, best error:       903.19220 on epoch:    49, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 88.7829895020s, input_fired_time: 0.7721505165, output_fired_time: 0.5410765409, propagate_forward_time: 25.7829380035, propagate_backward_time: 59.7716369629, weight_update_time: 0.1040715426, other_time: 1.9151916504
epoch time: 5.6258964539s, input_fired_time: 0.1007335782, output_fired_time: 0.0000000000, propagate_forward_time: 5.1719722748, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3531904221
validation[          , genome  6852] predictions:    9669/  10000 (96.69%), best:    9737/10000 (97.37%), error:      1057.17896, best error:       903.19220 on epoch:    49, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 88.9080276489s, input_fired_time: 0.7610592246, output_fired_time: 0.5170972347, propagate_forward_time: 25.8446426392, propagate_backward_time: 59.8768043518, weight_update_time: 0.1045857444, other_time: 1.9084205627
epoch time: 5.5420846939s, input_fired_time: 0.1000837162, output_fired_time: 0.0000000000, propagate_forward_time: 5.0953631401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3466377258
validation[          , genome  6852] predictions:    9682/  10000 (96.82%), best:    9737/10000 (97.37%), error:      1080.68164, best error:       903.19220 on epoch:    49, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 88.7261428833s, input_fired_time: 0.7739754319, output_fired_time: 0.5185281634, propagate_forward_time: 25.7537555695, propagate_backward_time: 59.7875175476, weight_update_time: 0.1045723110, other_time: 1.8923606873
epoch time: 5.5888400078s, input_fired_time: 0.0999575928, output_fired_time: 0.0000000000, propagate_forward_time: 5.1409845352, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3478980064
validation[          , genome  6852] predictions:    9640/  10000 (96.40%), best:    9737/10000 (97.37%), error:      1169.48303, best error:       903.19220 on epoch:    49, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 89.0787277222s, input_fired_time: 0.7685484290, output_fired_time: 0.5170057416, propagate_forward_time: 25.9437198639, propagate_backward_time: 59.9457969666, weight_update_time: 0.1062535346, other_time: 1.9036598206
epoch time: 5.6641573906s, input_fired_time: 0.1034809798, output_fired_time: 0.0000000000, propagate_forward_time: 5.2147250175, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3459515572
validation[          , genome  6852] predictions:    9685/  10000 (96.85%), best:    9737/10000 (97.37%), error:      1052.70581, best error:       903.19220 on epoch:    49, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 88.9444122314s, input_fired_time: 0.7688694000, output_fired_time: 0.5245090127, propagate_forward_time: 25.7951526642, propagate_backward_time: 59.9491615295, weight_update_time: 0.1036396995, other_time: 1.9067268372
epoch time: 5.5933461189s, input_fired_time: 0.1016210169, output_fired_time: 0.0000000000, propagate_forward_time: 5.1491189003, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3426060677
validation[          , genome  6852] predictions:    9674/  10000 (96.74%), best:    9737/10000 (97.37%), error:      1067.80042, best error:       903.19220 on epoch:    49, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 88.6465530396s, input_fired_time: 0.7632716894, output_fired_time: 0.5202755332, propagate_forward_time: 25.7138595581, propagate_backward_time: 59.7395973206, weight_update_time: 0.1031186730, other_time: 1.9095420837
epoch time: 5.6007337570s, input_fired_time: 0.0999898389, output_fired_time: 0.0000000000, propagate_forward_time: 5.1517300606, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3490138054
validation[          , genome  6852] predictions:    9700/  10000 (97.00%), best:    9737/10000 (97.37%), error:      1005.09021, best error:       903.19220 on epoch:    49, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 88.8570861816s, input_fired_time: 0.7692198157, output_fired_time: 0.5177025199, propagate_forward_time: 25.8178234100, propagate_backward_time: 59.8351097107, weight_update_time: 0.1044289097, other_time: 1.9172325134
epoch time: 5.5673575401s, input_fired_time: 0.1008608714, output_fired_time: 0.0000000000, propagate_forward_time: 5.1231956482, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3433008194
validation[          , genome  6852] predictions:    9734/  10000 (97.34%), best:    9734/10000 (97.34%), error:       896.40387, best error:       896.40387 on epoch:    64, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 88.9712448120s, input_fired_time: 0.7587901950, output_fired_time: 0.5259594321, propagate_forward_time: 25.8309230804, propagate_backward_time: 59.9496955872, weight_update_time: 0.1037504897, other_time: 1.9058723450
epoch time: 5.6036548615s, input_fired_time: 0.1016207188, output_fired_time: 0.0000000000, propagate_forward_time: 5.1465406418, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3554935455
validation[          , genome  6852] predictions:    9689/  10000 (96.89%), best:    9734/10000 (97.34%), error:       984.01874, best error:       896.40387 on epoch:    64, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 88.4428787231s, input_fired_time: 0.7606212497, output_fired_time: 0.5133026838, propagate_forward_time: 25.7865009308, propagate_backward_time: 59.4682312012, weight_update_time: 0.1040822938, other_time: 1.9142227173
epoch time: 5.5834827423s, input_fired_time: 0.1030081809, output_fired_time: 0.0000000000, propagate_forward_time: 5.1312704086, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3492040634
validation[          , genome  6852] predictions:    9681/  10000 (96.81%), best:    9734/10000 (97.34%), error:      1069.52588, best error:       896.40387 on epoch:    64, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 88.7768402100s, input_fired_time: 0.7722380757, output_fired_time: 0.5199115276, propagate_forward_time: 25.8088188171, propagate_backward_time: 59.7426109314, weight_update_time: 0.1152581349, other_time: 1.9332580566
epoch time: 5.5952100754s, input_fired_time: 0.1010500640, output_fired_time: 0.0000000000, propagate_forward_time: 5.1508507729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3433094025
validation[          , genome  6852] predictions:    9722/  10000 (97.22%), best:    9734/10000 (97.34%), error:       913.76544, best error:       896.40387 on epoch:    64, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 88.7766647339s, input_fired_time: 0.7723537683, output_fired_time: 0.5128993392, propagate_forward_time: 25.7928619385, propagate_backward_time: 59.7862777710, weight_update_time: 0.1060515940, other_time: 1.9122695923
epoch time: 5.6091194153s, input_fired_time: 0.1015424356, output_fired_time: 0.0000000000, propagate_forward_time: 5.1624064445, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3451704979
validation[          , genome  6852] predictions:    9725/  10000 (97.25%), best:    9734/10000 (97.34%), error:       899.84808, best error:       896.40387 on epoch:    64, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 88.8130416870s, input_fired_time: 0.7675174475, output_fired_time: 0.5181950927, propagate_forward_time: 25.8707122803, propagate_backward_time: 59.7386360168, weight_update_time: 0.1068465933, other_time: 1.9179801941
epoch time: 5.6235165596s, input_fired_time: 0.1028267965, output_fired_time: 0.0000000000, propagate_forward_time: 5.1746835709, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3460063934
validation[          , genome  6852] predictions:    9701/  10000 (97.01%), best:    9734/10000 (97.34%), error:       985.29968, best error:       896.40387 on epoch:    64, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 88.7915267944s, input_fired_time: 0.7771816850, output_fired_time: 0.5268586874, propagate_forward_time: 25.7898387909, propagate_backward_time: 59.8095550537, weight_update_time: 0.1049697921, other_time: 1.8880920410
epoch time: 5.6487760544s, input_fired_time: 0.1043238714, output_fired_time: 0.0000000000, propagate_forward_time: 5.1932969093, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3511552811
validation[          , genome  6852] predictions:    9666/  10000 (96.66%), best:    9734/10000 (97.34%), error:      1091.15295, best error:       896.40387 on epoch:    64, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 88.9617691040s, input_fired_time: 0.7752645612, output_fired_time: 0.5208958983, propagate_forward_time: 25.8867683411, propagate_backward_time: 59.8737220764, weight_update_time: 0.1041534320, other_time: 1.9051208496
epoch time: 5.6237602234s, input_fired_time: 0.1014608294, output_fired_time: 0.0000000000, propagate_forward_time: 5.1731095314, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3491897583
validation[          , genome  6852] predictions:    9711/  10000 (97.11%), best:    9734/10000 (97.34%), error:       974.77356, best error:       896.40387 on epoch:    64, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 88.6702499390s, input_fired_time: 0.7711513638, output_fired_time: 0.5132837892, propagate_forward_time: 25.7570343018, propagate_backward_time: 59.7314147949, weight_update_time: 0.1080593020, other_time: 1.8973693848
epoch time: 5.5949540138s, input_fired_time: 0.1012672260, output_fired_time: 0.0000000000, propagate_forward_time: 5.1481342316, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3455524445
validation[          , genome  6852] predictions:    9739/  10000 (97.39%), best:    9739/10000 (97.39%), error:       881.38629, best error:       881.38629 on epoch:    72, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 88.9350891113s, input_fired_time: 0.7653188109, output_fired_time: 0.5201132298, propagate_forward_time: 25.8311519623, propagate_backward_time: 59.9148292542, weight_update_time: 0.1056943387, other_time: 1.9036750793
epoch time: 5.6073966026s, input_fired_time: 0.1017549708, output_fired_time: 0.0000000000, propagate_forward_time: 5.1562356949, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3494057655
validation[          , genome  6852] predictions:    9682/  10000 (96.82%), best:    9739/10000 (97.39%), error:      1089.00085, best error:       881.38629 on epoch:    72, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 88.8314971924s, input_fired_time: 0.7688685656, output_fired_time: 0.5199287534, propagate_forward_time: 25.7867546082, propagate_backward_time: 59.8251991272, weight_update_time: 0.1068959907, other_time: 1.9307479858
epoch time: 5.6021380424s, input_fired_time: 0.1046022624, output_fired_time: 0.0000000000, propagate_forward_time: 5.1471042633, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3504314423
validation[          , genome  6852] predictions:    9711/  10000 (97.11%), best:    9739/10000 (97.39%), error:       954.91852, best error:       881.38629 on epoch:    72, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 89.0159378052s, input_fired_time: 0.7755755782, output_fired_time: 0.5209801197, propagate_forward_time: 25.8126926422, propagate_backward_time: 59.9946746826, weight_update_time: 0.1041496322, other_time: 1.9120178223
epoch time: 5.6276130676s, input_fired_time: 0.1043955535, output_fired_time: 0.0000000000, propagate_forward_time: 5.1779518127, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3452658653
validation[          , genome  6852] predictions:    9725/  10000 (97.25%), best:    9739/10000 (97.39%), error:       916.97632, best error:       881.38629 on epoch:    72, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 88.9281539917s, input_fired_time: 0.7654058933, output_fired_time: 0.5199202895, propagate_forward_time: 25.7861747742, propagate_backward_time: 59.9388694763, weight_update_time: 0.1049914882, other_time: 1.9177856445
epoch time: 5.5671906471s, input_fired_time: 0.1019886881, output_fired_time: 0.0000000000, propagate_forward_time: 5.1200284958, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3451733589
validation[          , genome  6852] predictions:    9645/  10000 (96.45%), best:    9739/10000 (97.39%), error:      1219.58118, best error:       881.38629 on epoch:    72, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 88.8570251465s, input_fired_time: 0.7897195816, output_fired_time: 0.5152634382, propagate_forward_time: 25.8082561493, propagate_backward_time: 59.8384323120, weight_update_time: 0.1058850065, other_time: 1.9053497314
epoch time: 5.5563097000s, input_fired_time: 0.1095515862, output_fired_time: 0.0000000000, propagate_forward_time: 5.0997276306, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3470306396
validation[          , genome  6852] predictions:    9725/  10000 (97.25%), best:    9739/10000 (97.39%), error:       941.34399, best error:       881.38629 on epoch:    72, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 88.7208099365s, input_fired_time: 0.7810835242, output_fired_time: 0.5168396831, propagate_forward_time: 25.8139019012, propagate_backward_time: 59.6945114136, weight_update_time: 0.1029384956, other_time: 1.9144744873
epoch time: 5.5935988426s, input_fired_time: 0.1024666056, output_fired_time: 0.0000000000, propagate_forward_time: 5.1471247673, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3440074921
validation[          , genome  6852] predictions:    9706/  10000 (97.06%), best:    9739/10000 (97.39%), error:       981.29675, best error:       881.38629 on epoch:    72, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 88.7430343628s, input_fired_time: 0.7855829000, output_fired_time: 0.5142871737, propagate_forward_time: 25.8490333557, propagate_backward_time: 59.7118072510, weight_update_time: 0.1043233350, other_time: 1.8823204041
epoch time: 5.6003594398s, input_fired_time: 0.1061543226, output_fired_time: 0.0000000000, propagate_forward_time: 5.1528286934, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3413763046
validation[          , genome  6852] predictions:    9691/  10000 (96.91%), best:    9739/10000 (97.39%), error:      1009.29486, best error:       881.38629 on epoch:    72, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 88.5715179443s, input_fired_time: 0.7809962630, output_fired_time: 0.5203382373, propagate_forward_time: 25.7259178162, propagate_backward_time: 59.6502723694, weight_update_time: 0.1029317677, other_time: 1.8939895630
epoch time: 5.5813937187s, input_fired_time: 0.1027004719, output_fired_time: 0.0000000000, propagate_forward_time: 5.1249628067, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3537302017
validation[          , genome  6852] predictions:    9716/  10000 (97.16%), best:    9739/10000 (97.39%), error:       926.47113, best error:       881.38629 on epoch:    72, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 88.9810562134s, input_fired_time: 0.7727512121, output_fired_time: 0.5220451951, propagate_forward_time: 25.8541030884, propagate_backward_time: 59.9240760803, weight_update_time: 0.1098826826, other_time: 1.9080772400
epoch time: 5.5895380974s, input_fired_time: 0.1030974612, output_fired_time: 0.0000000000, propagate_forward_time: 5.1425633430, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3438773155
validation[          , genome  6852] predictions:    9729/  10000 (97.29%), best:    9739/10000 (97.39%), error:       915.22064, best error:       881.38629 on epoch:    72, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 88.5301818848s, input_fired_time: 0.7769055367, output_fired_time: 0.5201711059, propagate_forward_time: 25.7310085297, propagate_backward_time: 59.5923538208, weight_update_time: 0.1034344062, other_time: 1.9097366333
epoch time: 5.6142711639s, input_fired_time: 0.1050130576, output_fired_time: 0.0000000000, propagate_forward_time: 5.1586613655, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3505969048
validation[          , genome  6852] predictions:    9731/  10000 (97.31%), best:    9739/10000 (97.39%), error:       905.83087, best error:       881.38629 on epoch:    72, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 88.7158584595s, input_fired_time: 0.7799254060, output_fired_time: 0.5173583031, propagate_forward_time: 25.7646598816, propagate_backward_time: 59.7343215942, weight_update_time: 0.1034224927, other_time: 1.9195976257
epoch time: 5.6213335991s, input_fired_time: 0.1066274568, output_fired_time: 0.0000000000, propagate_forward_time: 5.1684513092, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3462548256
validation[          , genome  6852] predictions:    9715/  10000 (97.15%), best:    9739/10000 (97.39%), error:       962.65088, best error:       881.38629 on epoch:    72, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 88.8295974731s, input_fired_time: 0.7883902788, output_fired_time: 0.5260713100, propagate_forward_time: 25.7925987244, propagate_backward_time: 59.8302459717, weight_update_time: 0.1036010087, other_time: 1.8922920227
epoch time: 5.5635757446s, input_fired_time: 0.1025130674, output_fired_time: 0.0000000000, propagate_forward_time: 5.1113328934, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3497300148
validation[          , genome  6852] predictions:    9715/  10000 (97.15%), best:    9739/10000 (97.39%), error:       943.73004, best error:       881.38629 on epoch:    72, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 88.5815887451s, input_fired_time: 0.7797744274, output_fired_time: 0.5165097713, propagate_forward_time: 25.6723518372, propagate_backward_time: 59.7075538635, weight_update_time: 0.1061460152, other_time: 1.9053955078
epoch time: 5.6424131393s, input_fired_time: 0.1086272001, output_fired_time: 0.0000000000, propagate_forward_time: 5.1885828972, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3452029228
validation[          , genome  6852] predictions:    9643/  10000 (96.43%), best:    9739/10000 (97.39%), error:      1193.38232, best error:       881.38629 on epoch:    72, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 88.7807464600s, input_fired_time: 0.7729998827, output_fired_time: 0.5225905776, propagate_forward_time: 25.7929229736, propagate_backward_time: 59.7913703918, weight_update_time: 0.1047031507, other_time: 1.9008598328
epoch time: 5.5856451988s, input_fired_time: 0.1028416306, output_fired_time: 0.0000000000, propagate_forward_time: 5.1337389946, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3490643501
validation[          , genome  6852] predictions:    9704/  10000 (97.04%), best:    9739/10000 (97.39%), error:       967.00964, best error:       881.38629 on epoch:    72, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 88.6149063110s, input_fired_time: 0.7813181281, output_fired_time: 0.5245022774, propagate_forward_time: 25.7269725800, propagate_backward_time: 59.6741371155, weight_update_time: 0.1067783833, other_time: 1.9079704285
epoch time: 5.6101574898s, input_fired_time: 0.1052533910, output_fired_time: 0.0000000000, propagate_forward_time: 5.1536216736, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3512825966
validation[          , genome  6852] predictions:    9700/  10000 (97.00%), best:    9739/10000 (97.39%), error:       990.46686, best error:       881.38629 on epoch:    72, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 88.8083877563s, input_fired_time: 0.7715243697, output_fired_time: 0.5141610503, propagate_forward_time: 25.8271045685, propagate_backward_time: 59.7994232178, weight_update_time: 0.1041467786, other_time: 1.8961791992
epoch time: 5.6287293434s, input_fired_time: 0.1082258448, output_fired_time: 0.0000000000, propagate_forward_time: 5.1755065918, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3449969292
validation[          , genome  6852] predictions:    9705/  10000 (97.05%), best:    9739/10000 (97.39%), error:       932.97955, best error:       881.38629 on epoch:    72, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 88.5859756470s, input_fired_time: 0.7874717712, output_fired_time: 0.5234507322, propagate_forward_time: 25.7370204926, propagate_backward_time: 59.6309700012, weight_update_time: 0.1038611755, other_time: 1.9070625305
epoch time: 5.6108136177s, input_fired_time: 0.1065185666, output_fired_time: 0.0000000000, propagate_forward_time: 5.1580157280, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3462791443
validation[          , genome  6852] predictions:    9719/  10000 (97.19%), best:    9739/10000 (97.39%), error:       947.58575, best error:       881.38629 on epoch:    72, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 88.7509078979s, input_fired_time: 0.7751104236, output_fired_time: 0.5171981454, propagate_forward_time: 25.7766265869, propagate_backward_time: 59.7660331726, weight_update_time: 0.1061093733, other_time: 1.9159431458
epoch time: 5.5798592567s, input_fired_time: 0.1032726988, output_fired_time: 0.0000000000, propagate_forward_time: 5.1294984818, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3470878601
validation[          , genome  6852] predictions:    9701/  10000 (97.01%), best:    9739/10000 (97.39%), error:       928.66260, best error:       881.38629 on epoch:    72, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 88.6867904663s, input_fired_time: 0.7807568908, output_fired_time: 0.5150535703, propagate_forward_time: 25.7088527679, propagate_backward_time: 59.7856292725, weight_update_time: 0.1044926718, other_time: 1.8964996338
epoch time: 5.6337680817s, input_fired_time: 0.1056990102, output_fired_time: 0.0000000000, propagate_forward_time: 5.1765198708, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3515491486
validation[          , genome  6852] predictions:    9729/  10000 (97.29%), best:    9739/10000 (97.39%), error:       920.05762, best error:       881.38629 on epoch:    72, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 88.4857177734s, input_fired_time: 0.7862960696, output_fired_time: 0.5207517743, propagate_forward_time: 25.6843757629, propagate_backward_time: 59.5889282227, weight_update_time: 0.1068529934, other_time: 1.9053688049
epoch time: 5.6195664406s, input_fired_time: 0.1080870181, output_fired_time: 0.0000000000, propagate_forward_time: 5.1574020386, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3540773392
validation[          , genome  6852] predictions:    9711/  10000 (97.11%), best:    9739/10000 (97.39%), error:       936.89429, best error:       881.38629 on epoch:    72, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 88.6908493042s, input_fired_time: 0.7879371047, output_fired_time: 0.5164749622, propagate_forward_time: 25.7775287628, propagate_backward_time: 59.7096748352, weight_update_time: 0.1040963084, other_time: 1.8992424011
epoch time: 5.5841045380s, input_fired_time: 0.1034087464, output_fired_time: 0.0000000000, propagate_forward_time: 5.1366748810, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3440208435
validation[          , genome  6852] predictions:    9715/  10000 (97.15%), best:    9739/10000 (97.39%), error:       967.92719, best error:       881.38629 on epoch:    72, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 88.7348327637s, input_fired_time: 0.7927724719, output_fired_time: 0.5197632313, propagate_forward_time: 25.8132343292, propagate_backward_time: 59.7110824585, weight_update_time: 0.1031551138, other_time: 1.8979873657
epoch time: 5.6419253349s, input_fired_time: 0.1062051654, output_fired_time: 0.0000000000, propagate_forward_time: 5.1807527542, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3549675941
validation[          , genome  6852] predictions:    9736/  10000 (97.36%), best:    9739/10000 (97.39%), error:       922.09723, best error:       881.38629 on epoch:    72, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 88.5636901855s, input_fired_time: 0.7909780741, output_fired_time: 0.5236914754, propagate_forward_time: 25.7956333160, propagate_backward_time: 59.5637550354, weight_update_time: 0.1045028269, other_time: 1.8896369934
epoch time: 5.5834646225s, input_fired_time: 0.1057277694, output_fired_time: 0.0000000000, propagate_forward_time: 5.1312947273, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3464422226
validation[          , genome  6852] predictions:    9665/  10000 (96.65%), best:    9739/10000 (97.39%), error:      1151.75232, best error:       881.38629 on epoch:    72, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 88.6958312988s, input_fired_time: 0.7729212046, output_fired_time: 0.5239573121, propagate_forward_time: 25.7526130676, propagate_backward_time: 59.7340469360, weight_update_time: 0.1043383926, other_time: 1.9122962952
epoch time: 5.7848081589s, input_fired_time: 0.1104942933, output_fired_time: 0.0000000000, propagate_forward_time: 5.3172540665, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3570599556
validation[          , genome  6852] predictions:    9679/  10000 (96.79%), best:    9739/10000 (97.39%), error:      1031.04468, best error:       881.38629 on epoch:    72, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 88.7922744751s, input_fired_time: 0.7888724804, output_fired_time: 0.5248952508, propagate_forward_time: 25.7859745026, propagate_backward_time: 59.7849159241, weight_update_time: 0.1045658067, other_time: 1.9076194763
epoch time: 5.6597828865s, input_fired_time: 0.1099332944, output_fired_time: 0.0000000000, propagate_forward_time: 5.1970739365, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3527755737
validation[          , genome  6852] predictions:    9722/  10000 (97.22%), best:    9739/10000 (97.39%), error:       927.07996, best error:       881.38629 on epoch:    72, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 88.7030334473s, input_fired_time: 0.7821085453, output_fired_time: 0.5204765201, propagate_forward_time: 25.7249240875, propagate_backward_time: 59.7776832581, weight_update_time: 0.1034606099, other_time: 1.8978385925
epoch time: 5.6164641380s, input_fired_time: 0.1039082333, output_fired_time: 0.0000000000, propagate_forward_time: 5.1644692421, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3480868340
validation[          , genome  6852] predictions:    9726/  10000 (97.26%), best:    9739/10000 (97.39%), error:       920.97186, best error:       881.38629 on epoch:    72, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 89.2199325562s, input_fired_time: 0.7827913165, output_fired_time: 0.5174774528, propagate_forward_time: 25.8748855591, propagate_backward_time: 60.1069755554, weight_update_time: 0.1056215391, other_time: 1.9378013611
epoch time: 5.6195836067s, input_fired_time: 0.1051600799, output_fired_time: 0.0000000000, propagate_forward_time: 5.1636581421, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3507652283
validation[          , genome  6852] predictions:    9701/  10000 (97.01%), best:    9739/10000 (97.39%), error:       987.48364, best error:       881.38629 on epoch:    72, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 89.0728759766s, input_fired_time: 0.7876546383, output_fired_time: 0.5181741118, propagate_forward_time: 25.7983417511, propagate_backward_time: 60.0494880676, weight_update_time: 0.1067742407, other_time: 1.9192237854
epoch time: 5.6105222702s, input_fired_time: 0.1090058610, output_fired_time: 0.0000000000, propagate_forward_time: 5.1577949524, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3437213898
validation[          , genome  6852] predictions:    9713/  10000 (97.13%), best:    9739/10000 (97.39%), error:       936.16888, best error:       881.38629 on epoch:    72, 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: 28.0522327423s, input_fired_time: 0.5201743245, output_fired_time: 0.0000000000, propagate_forward_time: 25.7624816895, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7695770264
best training[          , genome  6852] predictions:   49442/  50000 (98.88%), best:    9739/10000 (97.39%), error:      2133.22217, best error:       881.38629 on epoch:    72, 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: 5.6083993912s, input_fired_time: 0.1019799039, output_fired_time: 0.0000000000, propagate_forward_time: 5.1628170013, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3436026573
   testing[          , genome  6852] predictions:    9775/  10000 (97.75%), best:    9739/10000 (97.39%), error:       770.99060, best error:       881.38629 on epoch:    72, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
02:56:40 (96201): called boinc_finish(0)

</stderr_txt>
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