Nameexact_genome_1512568488_43_3439_1
Workunit2588465
Created7 Dec 2017, 4:47:27 UTC
Sent7 Dec 2017, 4:53:54 UTC
Report deadline9 Dec 2017, 19:57:01 UTC
Received7 Dec 2017, 14:17:22 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID55108
Run time1 hours 36 min 39 sec
CPU time1 hours 34 min 44 sec
Validate stateValid
Credit656.79
Device peak FLOPS2.57 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size153.38 MB
Peak swap size156.71 MB
Peak disk usage1.64 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
_fired_time: 0.0480990298, output_fired_time: 0.0000000000, propagate_forward_time: 5.1319274902, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4413838387
validation[          , genome  3439] predictions:    9475/  10000 (94.75%), best:    9475/10000 (94.75%), error:      1783.70349, best error:      1783.70349 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 53.7597923279s, input_fired_time: 0.3515911102, output_fired_time: 0.3132967949, propagate_forward_time: 19.5797367096, propagate_backward_time: 31.1449565887, weight_update_time: 0.1077370271, other_time: 2.3702106476
epoch time: 5.3753604889s, input_fired_time: 0.0451805145, output_fired_time: 0.0000000000, propagate_forward_time: 4.9063057899, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4238743782
validation[          , genome  3439] predictions:    9458/  10000 (94.58%), best:    9475/10000 (94.75%), error:      1831.66553, best error:      1783.70349 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 53.6261062622s, input_fired_time: 0.3518705964, output_fired_time: 0.3136844337, propagate_forward_time: 20.5829105377, propagate_backward_time: 30.0106964111, weight_update_time: 0.1068745032, other_time: 2.3669433594
epoch time: 5.5031051636s, input_fired_time: 0.0461930931, output_fired_time: 0.0000000000, propagate_forward_time: 5.0224566460, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4344553947
validation[          , genome  3439] predictions:    9453/  10000 (94.53%), best:    9475/10000 (94.75%), error:      1850.04285, best error:      1783.70349 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 53.5477638245s, input_fired_time: 0.3534338772, output_fired_time: 0.3227185607, propagate_forward_time: 19.5427989960, propagate_backward_time: 29.9457073212, weight_update_time: 0.1071833298, other_time: 3.3831043243
epoch time: 4.2209129333s, input_fired_time: 0.0435805209, output_fired_time: 0.0000000000, propagate_forward_time: 3.7699792385, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4073531628
validation[          , genome  3439] predictions:    9426/  10000 (94.26%), best:    9475/10000 (94.75%), error:      1933.61133, best error:      1783.70349 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 53.2995719910s, input_fired_time: 0.3706963658, output_fired_time: 0.3118885159, propagate_forward_time: 19.4285793304, propagate_backward_time: 30.8074989319, weight_update_time: 0.1066541299, other_time: 2.3809089661
epoch time: 4.3399519920s, input_fired_time: 0.0442461148, output_fired_time: 0.0000000000, propagate_forward_time: 3.8776710033, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4180347919
validation[          , genome  3439] predictions:    9426/  10000 (94.26%), best:    9475/10000 (94.75%), error:      1888.70886, best error:      1783.70349 on epoch:    14, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 54.5739936829s, input_fired_time: 0.3528190255, output_fired_time: 0.3127169311, propagate_forward_time: 21.5015830994, propagate_backward_time: 30.0315971375, weight_update_time: 0.1069683358, other_time: 2.3752784729
epoch time: 4.3202533722s, input_fired_time: 0.0440623872, output_fired_time: 0.0000000000, propagate_forward_time: 3.8684535027, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4077372551
validation[          , genome  3439] predictions:    9465/  10000 (94.65%), best:    9475/10000 (94.75%), error:      1852.20776, best error:      1783.70349 on epoch:    14, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 54.8031158447s, input_fired_time: 0.3536719978, output_fired_time: 0.3134087324, propagate_forward_time: 20.6141300201, propagate_backward_time: 31.1308441162, weight_update_time: 0.1074272096, other_time: 2.3910598755
epoch time: 4.2082958221s, input_fired_time: 0.0436083749, output_fired_time: 0.0000000000, propagate_forward_time: 3.7598278522, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4048597813
validation[          , genome  3439] predictions:    9457/  10000 (94.57%), best:    9475/10000 (94.75%), error:      1828.47363, best error:      1783.70349 on epoch:    14, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 54.6319465637s, input_fired_time: 0.3557899296, output_fired_time: 0.3147424757, propagate_forward_time: 21.4930934906, propagate_backward_time: 30.0639839172, weight_update_time: 0.1077737063, other_time: 2.4043388367
epoch time: 4.3434381485s, input_fired_time: 0.0444454961, output_fired_time: 0.0000000000, propagate_forward_time: 3.8875026703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4114899635
validation[          , genome  3439] predictions:    9397/  10000 (93.97%), best:    9475/10000 (94.75%), error:      1967.68677, best error:      1783.70349 on epoch:    14, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 54.8282394409s, input_fired_time: 0.3546646833, output_fired_time: 0.3149349689, propagate_forward_time: 19.6222019196, propagate_backward_time: 31.1422176361, weight_update_time: 1.1167130470, other_time: 3.3942203522
epoch time: 4.1973886490s, input_fired_time: 0.0429481491, output_fired_time: 0.0000000000, propagate_forward_time: 3.7508046627, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4036357403
validation[          , genome  3439] predictions:    9437/  10000 (94.37%), best:    9475/10000 (94.75%), error:      1852.45044, best error:      1783.70349 on epoch:    14, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 54.5191688538s, input_fired_time: 0.3534206450, output_fired_time: 0.3126357794, propagate_forward_time: 19.5099239349, propagate_backward_time: 31.9522018433, weight_update_time: 0.1073402092, other_time: 2.3909835815
epoch time: 4.3071384430s, input_fired_time: 0.0449786708, output_fired_time: 0.0000000000, propagate_forward_time: 3.8476059437, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4145538807
validation[          , genome  3439] predictions:    9443/  10000 (94.43%), best:    9475/10000 (94.75%), error:      1833.93066, best error:      1783.70349 on epoch:    14, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 54.8718299866s, input_fired_time: 0.3552267551, output_fired_time: 0.3137857020, propagate_forward_time: 20.5827884674, propagate_backward_time: 31.2092151642, weight_update_time: 0.1081524491, other_time: 2.4108104706
epoch time: 4.1921586990s, input_fired_time: 0.0432750843, output_fired_time: 0.0000000000, propagate_forward_time: 3.7468352318, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4020485878
validation[          , genome  3439] predictions:    9495/  10000 (94.95%), best:    9475/10000 (94.75%), error:      1791.86951, best error:      1783.70349 on epoch:    14, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 54.4880447388s, input_fired_time: 0.3540037870, output_fired_time: 0.3143130541, propagate_forward_time: 20.5354537964, propagate_backward_time: 28.9852638245, weight_update_time: 0.1073867455, other_time: 4.2990112305
epoch time: 4.2914543152s, input_fired_time: 0.0442133844, output_fired_time: 0.0000000000, propagate_forward_time: 3.8375098705, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4097311497
validation[          , genome  3439] predictions:    9423/  10000 (94.23%), best:    9475/10000 (94.75%), error:      1954.12805, best error:      1783.70349 on epoch:    14, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 54.3732147217s, input_fired_time: 0.3534196317, output_fired_time: 0.3144787550, propagate_forward_time: 20.4786663055, propagate_backward_time: 30.8697128296, weight_update_time: 0.1065959558, other_time: 2.3569335938
epoch time: 4.3503022194s, input_fired_time: 0.0446155928, output_fired_time: 0.0000000000, propagate_forward_time: 3.8895676136, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4161188602
validation[          , genome  3439] predictions:    9424/  10000 (94.24%), best:    9475/10000 (94.75%), error:      1893.18628, best error:      1783.70349 on epoch:    14, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 53.2184829712s, input_fired_time: 0.3515349329, output_fired_time: 0.3078200817, propagate_forward_time: 20.9264163971, propagate_backward_time: 28.3876667023, weight_update_time: 0.1050775722, other_time: 3.2450447083
epoch time: 4.2395396233s, input_fired_time: 0.0440667756, output_fired_time: 0.0000000000, propagate_forward_time: 3.7898871899, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4055855274
validation[          , genome  3439] predictions:    9464/  10000 (94.64%), best:    9475/10000 (94.75%), error:      1808.62610, best error:      1783.70349 on epoch:    14, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 54.6755905151s, input_fired_time: 0.3560355902, output_fired_time: 0.3151349425, propagate_forward_time: 20.5556545258, propagate_backward_time: 31.0643482208, weight_update_time: 0.1075943783, other_time: 2.3844127655
epoch time: 4.3126640320s, input_fired_time: 0.0445666984, output_fired_time: 0.0000000000, propagate_forward_time: 3.8512914181, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4168059826
validation[          , genome  3439] predictions:    9470/  10000 (94.70%), best:    9470/10000 (94.70%), error:      1777.40649, best error:      1777.40649 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 54.9072151184s, input_fired_time: 0.3553701937, output_fired_time: 0.3153581023, propagate_forward_time: 20.6238021851, propagate_backward_time: 31.2092208862, weight_update_time: 0.1084070802, other_time: 2.4034652710
epoch time: 4.2735452652s, input_fired_time: 0.0440306179, output_fired_time: 0.0000000000, propagate_forward_time: 3.8184511662, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4110634327
validation[          , genome  3439] predictions:    9418/  10000 (94.18%), best:    9470/10000 (94.70%), error:      1934.46423, best error:      1777.40649 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 55.4208908081s, input_fired_time: 0.3558579981, output_fired_time: 0.3297429681, propagate_forward_time: 19.8840713501, propagate_backward_time: 32.4848442078, weight_update_time: 0.1078588217, other_time: 2.3663749695
epoch time: 4.5796961784s, input_fired_time: 0.0449523032, output_fired_time: 0.0000000000, propagate_forward_time: 4.1235508919, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4111928940
validation[          , genome  3439] predictions:    9443/  10000 (94.43%), best:    9470/10000 (94.70%), error:      1853.90662, best error:      1777.40649 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 56.9995231628s, input_fired_time: 0.3924924731, output_fired_time: 0.3354038596, propagate_forward_time: 22.3421726227, propagate_backward_time: 31.4763755798, weight_update_time: 0.1079594493, other_time: 2.4530754089
epoch time: 4.3420596123s, input_fired_time: 0.0457473882, output_fired_time: 0.0000000000, propagate_forward_time: 3.8827528954, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4135594368
validation[          , genome  3439] predictions:    9491/  10000 (94.91%), best:    9491/10000 (94.91%), error:      1765.90430, best error:      1765.90430 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 54.6562614441s, input_fired_time: 0.3553957939, output_fired_time: 0.3132182956, propagate_forward_time: 21.5442504883, propagate_backward_time: 30.0619525909, weight_update_time: 0.1071701348, other_time: 2.3814449310
epoch time: 4.1729941368s, input_fired_time: 0.0527211204, output_fired_time: 0.0000000000, propagate_forward_time: 3.7194521427, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4008209705
validation[          , genome  3439] predictions:    9462/  10000 (94.62%), best:    9491/10000 (94.91%), error:      1808.97314, best error:      1765.90430 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 54.7646026611s, input_fired_time: 0.3556874990, output_fired_time: 1.3257734776, propagate_forward_time: 20.5958976746, propagate_backward_time: 30.0876960754, weight_update_time: 0.1238596141, other_time: 2.3995475769
epoch time: 4.2820935249s, input_fired_time: 0.0439411998, output_fired_time: 0.0000000000, propagate_forward_time: 3.8288216591, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4093308449
validation[          , genome  3439] predictions:    9452/  10000 (94.52%), best:    9491/10000 (94.91%), error:      1854.00513, best error:      1765.90430 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 54.5357170105s, input_fired_time: 0.3551764786, output_fired_time: 0.3121269047, propagate_forward_time: 21.5081577301, propagate_backward_time: 29.9404926300, weight_update_time: 0.1076852307, other_time: 2.4197673798
epoch time: 4.2986392975s, input_fired_time: 0.0446825512, output_fired_time: 0.0000000000, propagate_forward_time: 3.8392729759, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4146838188
validation[          , genome  3439] predictions:    9498/  10000 (94.98%), best:    9498/10000 (94.98%), error:      1707.46960, best error:      1707.46960 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 54.6226310730s, input_fired_time: 0.3564941585, output_fired_time: 0.3128032684, propagate_forward_time: 21.5205097198, propagate_backward_time: 30.0457687378, weight_update_time: 0.1075739115, other_time: 2.3870544434
epoch time: 4.3363127708s, input_fired_time: 0.0457127057, output_fired_time: 0.0000000000, propagate_forward_time: 3.8712530136, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4193472862
validation[          , genome  3439] predictions:    9479/  10000 (94.79%), best:    9498/10000 (94.98%), error:      1766.90515, best error:      1707.46960 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 54.6406059265s, input_fired_time: 0.3579207957, output_fired_time: 0.3144102395, propagate_forward_time: 21.5900669098, propagate_backward_time: 30.0006752014, weight_update_time: 0.1079222709, other_time: 2.3775291443
epoch time: 4.2546572685s, input_fired_time: 0.0447494835, output_fired_time: 0.0000000000, propagate_forward_time: 3.8011152744, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4087927341
validation[          , genome  3439] predictions:    9480/  10000 (94.80%), best:    9498/10000 (94.98%), error:      1755.42346, best error:      1707.46960 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 54.6230201721s, input_fired_time: 0.3689603806, output_fired_time: 0.3148446381, propagate_forward_time: 21.5078067780, propagate_backward_time: 30.0413055420, weight_update_time: 0.1074448898, other_time: 2.3900985718
epoch time: 4.3039035797s, input_fired_time: 0.0444709100, output_fired_time: 0.0000000000, propagate_forward_time: 3.8501989841, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4092338085
validation[          , genome  3439] predictions:    9486/  10000 (94.86%), best:    9498/10000 (94.98%), error:      1733.17578, best error:      1707.46960 on epoch:    34, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 54.6151771545s, input_fired_time: 0.3568795025, output_fired_time: 0.3142127395, propagate_forward_time: 20.5422439575, propagate_backward_time: 29.9984111786, weight_update_time: 0.1073519737, other_time: 3.4034290314
epoch time: 4.3419628143s, input_fired_time: 0.0450822897, output_fired_time: 0.0000000000, propagate_forward_time: 3.8805584908, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4163222313
validation[          , genome  3439] predictions:    9434/  10000 (94.34%), best:    9498/10000 (94.98%), error:      1845.57996, best error:      1707.46960 on epoch:    34, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 54.6055412292s, input_fired_time: 0.3587528169, output_fired_time: 0.3135691881, propagate_forward_time: 20.4903869629, propagate_backward_time: 31.0515613556, weight_update_time: 0.1075527668, other_time: 2.3912715912
epoch time: 4.3078284264s, input_fired_time: 0.0451204292, output_fired_time: 0.0000000000, propagate_forward_time: 3.8509130478, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4117951393
validation[          , genome  3439] predictions:    9495/  10000 (94.95%), best:    9495/10000 (94.95%), error:      1676.07483, best error:      1676.07483 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 55.2468223572s, input_fired_time: 0.3576979339, output_fired_time: 0.3194616437, propagate_forward_time: 20.8060684204, propagate_backward_time: 31.3863430023, weight_update_time: 0.1087203249, other_time: 2.3772525787
epoch time: 4.6897897720s, input_fired_time: 0.0452508926, output_fired_time: 0.0000000000, propagate_forward_time: 4.2297043800, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4148344994
validation[          , genome  3439] predictions:    9453/  10000 (94.53%), best:    9495/10000 (94.95%), error:      1806.19080, best error:      1676.07483 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 57.1995773315s, input_fired_time: 0.3693351746, output_fired_time: 0.3353309035, propagate_forward_time: 21.4956893921, propagate_backward_time: 32.4722671509, weight_update_time: 0.1083709151, other_time: 2.5269546509
epoch time: 4.1564674377s, input_fired_time: 0.0437852964, output_fired_time: 0.0000000000, propagate_forward_time: 3.7082922459, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4043900967
validation[          , genome  3439] predictions:    9468/  10000 (94.68%), best:    9495/10000 (94.95%), error:      1733.03284, best error:      1676.07483 on epoch:    39, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 54.5846366882s, input_fired_time: 0.3600611687, output_fired_time: 0.3123146892, propagate_forward_time: 20.5508460999, propagate_backward_time: 30.9873580933, weight_update_time: 0.1066892892, other_time: 2.3740577698
epoch time: 4.3907637596s, input_fired_time: 0.0454996377, output_fired_time: 0.0000000000, propagate_forward_time: 3.9269607067, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4183032513
validation[          , genome  3439] predictions:    9495/  10000 (94.95%), best:    9495/10000 (94.95%), error:      1736.53552, best error:      1676.07483 on epoch:    39, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 55.7443275452s, input_fired_time: 0.3547295928, output_fired_time: 0.3150776327, propagate_forward_time: 21.0743541718, propagate_backward_time: 30.6660556793, weight_update_time: 0.1066291481, other_time: 3.3341121674
epoch time: 4.2755823135s, input_fired_time: 0.0448950902, output_fired_time: 0.0000000000, propagate_forward_time: 3.8143007755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4163863659
validation[          , genome  3439] predictions:    9461/  10000 (94.61%), best:    9495/10000 (94.95%), error:      1794.31152, best error:      1676.07483 on epoch:    39, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 54.5234375000s, input_fired_time: 0.3575642705, output_fired_time: 0.3129427135, propagate_forward_time: 21.5128574371, propagate_backward_time: 28.9351043701, weight_update_time: 0.1068711579, other_time: 3.4049682617
epoch time: 4.3335404396s, input_fired_time: 0.0455289446, output_fired_time: 0.0000000000, propagate_forward_time: 3.8729424477, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4150691032
validation[          , genome  3439] predictions:    9500/  10000 (95.00%), best:    9495/10000 (94.95%), error:      1700.27881, best error:      1676.07483 on epoch:    39, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 54.7880516052s, input_fired_time: 0.3580210507, output_fired_time: 0.3138180077, propagate_forward_time: 20.5558795929, propagate_backward_time: 31.1633739471, weight_update_time: 0.1072146297, other_time: 2.3969593048
epoch time: 4.3413591385s, input_fired_time: 0.0456906930, output_fired_time: 0.0000000000, propagate_forward_time: 3.8754503727, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4202182293
validation[          , genome  3439] predictions:    9511/  10000 (95.11%), best:    9511/10000 (95.11%), error:      1661.16223, best error:      1661.16223 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 54.4052085876s, input_fired_time: 0.3573125899, output_fired_time: 0.3116764128, propagate_forward_time: 19.4686374664, propagate_backward_time: 31.9122390747, weight_update_time: 0.1070205644, other_time: 2.3553466797
epoch time: 4.3067841530s, input_fired_time: 0.0459306650, output_fired_time: 0.0000000000, propagate_forward_time: 3.8418805599, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4189727306
validation[          , genome  3439] predictions:    9501/  10000 (95.01%), best:    9511/10000 (95.11%), error:      1661.16675, best error:      1661.16223 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 54.7720756531s, input_fired_time: 0.3612659276, output_fired_time: 0.3153270483, propagate_forward_time: 20.5767250061, propagate_backward_time: 31.1224174500, weight_update_time: 0.1074623391, other_time: 2.3963394165
epoch time: 4.2712321281s, input_fired_time: 0.0442969352, output_fired_time: 0.0000000000, propagate_forward_time: 3.8227069378, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4042284489
validation[          , genome  3439] predictions:    9501/  10000 (95.01%), best:    9511/10000 (95.11%), error:      1668.99426, best error:      1661.16223 on epoch:    45, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 54.6760482788s, input_fired_time: 0.3593052030, output_fired_time: 0.3147760332, propagate_forward_time: 20.5456123352, propagate_backward_time: 31.0668487549, weight_update_time: 0.1078206226, other_time: 2.3895034790
epoch time: 4.3416047096s, input_fired_time: 0.0454355851, output_fired_time: 0.0000000000, propagate_forward_time: 3.8808364868, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4153327942
validation[          , genome  3439] predictions:    9494/  10000 (94.94%), best:    9511/10000 (95.11%), error:      1682.77747, best error:      1661.16223 on epoch:    45, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 57.2275314331s, input_fired_time: 0.3904156089, output_fired_time: 0.3262459338, propagate_forward_time: 22.4794540405, propagate_backward_time: 31.4838047028, weight_update_time: 0.1095794663, other_time: 2.5476131439
epoch time: 4.3614268303s, input_fired_time: 0.0448428169, output_fired_time: 0.0000000000, propagate_forward_time: 3.9025294781, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4140546322
validation[          , genome  3439] predictions:    9488/  10000 (94.88%), best:    9511/10000 (95.11%), error:      1667.91479, best error:      1661.16223 on epoch:    45, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 54.1961860657s, input_fired_time: 0.3558672965, output_fired_time: 0.3111881018, propagate_forward_time: 20.3993206024, propagate_backward_time: 30.7699298859, weight_update_time: 0.1064853966, other_time: 2.3598842621
epoch time: 4.3365268707s, input_fired_time: 0.0456007831, output_fired_time: 0.0000000000, propagate_forward_time: 3.8682732582, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4226527214
validation[          , genome  3439] predictions:    9500/  10000 (95.00%), best:    9511/10000 (95.11%), error:      1717.76782, best error:      1661.16223 on epoch:    45, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 54.7131462097s, input_fired_time: 0.3623169661, output_fired_time: 0.3136849999, propagate_forward_time: 21.5874557495, propagate_backward_time: 30.0363178253, weight_update_time: 0.1073851138, other_time: 2.4133701324
epoch time: 4.2139863968s, input_fired_time: 0.0443931930, output_fired_time: 0.0000000000, propagate_forward_time: 3.7641763687, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4054169655
validation[          , genome  3439] predictions:    9520/  10000 (95.20%), best:    9520/10000 (95.20%), error:      1622.04773, best error:      1622.04773 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 55.4159660339s, input_fired_time: 0.3607429862, output_fired_time: 0.3184272349, propagate_forward_time: 21.9002571106, propagate_backward_time: 30.4488010406, weight_update_time: 0.1082969978, other_time: 2.3877353668
epoch time: 4.4934678078s, input_fired_time: 0.0454644486, output_fired_time: 0.0000000000, propagate_forward_time: 4.0322122574, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4157910347
validation[          , genome  3439] predictions:    9519/  10000 (95.19%), best:    9520/10000 (95.20%), error:      1636.99231, best error:      1622.04773 on epoch:    51, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 54.7024154663s, input_fired_time: 0.3564304113, output_fired_time: 0.3459486961, propagate_forward_time: 19.5825004578, propagate_backward_time: 31.0503215790, weight_update_time: 0.1066339687, other_time: 3.3672161102
epoch time: 4.3205018044s, input_fired_time: 0.0463646166, output_fired_time: 0.0000000000, propagate_forward_time: 3.8505992889, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4235377312
validation[          , genome  3439] predictions:    9527/  10000 (95.27%), best:    9527/10000 (95.27%), error:      1581.17310, best error:      1581.17310 on epoch:    53, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 54.5810928345s, input_fired_time: 0.3603119552, output_fired_time: 0.3146570027, propagate_forward_time: 21.4443988800, propagate_backward_time: 30.0837974548, weight_update_time: 0.1073924229, other_time: 2.3779258728
epoch time: 4.2773914337s, input_fired_time: 0.0449694097, output_fired_time: 0.0000000000, propagate_forward_time: 3.8246064186, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4078154564
validation[          , genome  3439] predictions:    9470/  10000 (94.70%), best:    9527/10000 (95.27%), error:      1780.10254, best error:      1581.17310 on epoch:    53, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 57.1242485046s, input_fired_time: 0.3896429241, output_fired_time: 0.3161493540, propagate_forward_time: 20.5390167236, propagate_backward_time: 32.4824638367, weight_update_time: 0.1077091396, other_time: 3.3969726563
epoch time: 3.9814827442s, input_fired_time: 0.0429682098, output_fired_time: 0.0000000000, propagate_forward_time: 3.5424294472, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3960850239
validation[          , genome  3439] predictions:    9497/  10000 (94.97%), best:    9527/10000 (95.27%), error:      1661.24939, best error:      1581.17310 on epoch:    53, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 55.4778633118s, input_fired_time: 0.3610078394, output_fired_time: 0.3213598132, propagate_forward_time: 19.8668270111, propagate_backward_time: 32.5237655640, weight_update_time: 0.1092143953, other_time: 2.4048995972
epoch time: 4.6889438629s, input_fired_time: 0.0484269150, output_fired_time: 0.0000000000, propagate_forward_time: 4.2151017189, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4254150391
validation[          , genome  3439] predictions:    9513/  10000 (95.13%), best:    9527/10000 (95.27%), error:      1637.78442, best error:      1581.17310 on epoch:    53, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 54.5995254517s, input_fired_time: 0.3563477695, output_fired_time: 0.3123876154, propagate_forward_time: 20.5450706482, propagate_backward_time: 30.0186672211, weight_update_time: 0.1065754890, other_time: 3.3670520782
epoch time: 4.3931198120s, input_fired_time: 0.0454619974, output_fired_time: 0.0000000000, propagate_forward_time: 3.9358518124, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4118058681
validation[          , genome  3439] predictions:    9528/  10000 (95.28%), best:    9527/10000 (95.27%), error:      1623.07837, best error:      1581.17310 on epoch:    53, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 56.2304153442s, input_fired_time: 0.3612844050, output_fired_time: 0.3214988708, propagate_forward_time: 21.1800670624, propagate_backward_time: 31.9620571136, weight_update_time: 0.1085697412, other_time: 2.4055042267
epoch time: 4.3124117851s, input_fired_time: 0.0457347110, output_fired_time: 0.0000000000, propagate_forward_time: 3.8556306362, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4110462666
validation[          , genome  3439] predictions:    9526/  10000 (95.26%), best:    9526/10000 (95.26%), error:      1574.53198, best error:      1574.53198 on epoch:    58, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 67.9851226807s, input_fired_time: 0.4595014453, output_fired_time: 0.3893897235, propagate_forward_time: 25.5936641693, propagate_backward_time: 37.4556541443, weight_update_time: 0.1416930407, other_time: 4.0869102478
epoch time: 5.3636488914s, input_fired_time: 0.0470370501, output_fired_time: 0.0000000000, propagate_forward_time: 4.8935499191, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4230618477
validation[          , genome  3439] predictions:    9521/  10000 (95.21%), best:    9526/10000 (95.26%), error:      1622.75647, best error:      1574.53198 on epoch:    58, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 53.5825729370s, input_fired_time: 0.3590749800, output_fired_time: 0.3141446412, propagate_forward_time: 20.5683841705, propagate_backward_time: 29.9530754089, weight_update_time: 0.1072777063, other_time: 2.3878974915
epoch time: 5.6519689560s, input_fired_time: 0.0491633937, output_fired_time: 0.0000000000, propagate_forward_time: 5.1616644859, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4411411285
validation[          , genome  3439] predictions:    9507/  10000 (95.07%), best:    9526/10000 (95.26%), error:      1674.39990, best error:      1574.53198 on epoch:    58, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 53.5127639771s, input_fired_time: 0.3590031564, output_fired_time: 0.3125692606, propagate_forward_time: 20.5186138153, propagate_backward_time: 29.9528656006, weight_update_time: 0.1069263443, other_time: 2.3697128296
epoch time: 5.6065316200s, input_fired_time: 0.0487147346, output_fired_time: 0.0000000000, propagate_forward_time: 5.1111946106, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4466223717
validation[          , genome  3439] predictions:    9527/  10000 (95.27%), best:    9526/10000 (95.26%), error:      1624.10388, best error:      1574.53198 on epoch:    58, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 53.0180091858s, input_fired_time: 0.3553840816, output_fired_time: 0.3096078634, propagate_forward_time: 20.3051452637, propagate_backward_time: 29.6923694611, weight_update_time: 0.1065924615, other_time: 2.3555011749
epoch time: 5.5739202499s, input_fired_time: 0.0483853891, output_fired_time: 0.0000000000, propagate_forward_time: 5.0888452530, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4366893768
validation[          , genome  3439] predictions:    9514/  10000 (95.14%), best:    9526/10000 (95.26%), error:      1620.38379, best error:      1574.53198 on epoch:    58, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 53.2593994141s, input_fired_time: 0.3584547043, output_fired_time: 0.3117958009, propagate_forward_time: 19.3727512360, propagate_backward_time: 30.8513126373, weight_update_time: 0.1061444059, other_time: 2.3650875092
epoch time: 5.5306267738s, input_fired_time: 0.0483360067, output_fired_time: 0.0000000000, propagate_forward_time: 5.0499773026, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4323134422
validation[          , genome  3439] predictions:    9544/  10000 (95.44%), best:    9544/10000 (95.44%), error:      1574.28369, best error:      1574.28369 on epoch:    63, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 53.3339538574s, input_fired_time: 0.3579226732, output_fired_time: 0.3125141263, propagate_forward_time: 19.4459705353, propagate_backward_time: 30.8671627045, weight_update_time: 0.1067322567, other_time: 2.3503818512
epoch time: 6.4653534889s, input_fired_time: 0.0530397631, output_fired_time: 0.0000000000, propagate_forward_time: 5.8863644600, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5259494781
validation[          , genome  3439] predictions:    9525/  10000 (95.25%), best:    9544/10000 (95.44%), error:      1604.63281, best error:      1574.28369 on epoch:    63, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 54.0622024536s, input_fired_time: 1.3704884052, output_fired_time: 0.3158513606, propagate_forward_time: 19.6888008118, propagate_backward_time: 30.2982978821, weight_update_time: 0.1077092215, other_time: 2.3887634277
epoch time: 5.5875902176s, input_fired_time: 0.0483028255, output_fired_time: 0.0000000000, propagate_forward_time: 4.0882110596, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4510765076
validation[          , genome  3439] predictions:    9537/  10000 (95.37%), best:    9537/10000 (95.37%), error:      1551.41858, best error:      1551.41858 on epoch:    65, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 53.5980758667s, input_fired_time: 0.3592509031, output_fired_time: 0.3133350015, propagate_forward_time: 21.5561294556, propagate_backward_time: 29.0065746307, weight_update_time: 0.1074624360, other_time: 2.3627872467
epoch time: 5.7132487297s, input_fired_time: 0.0480550714, output_fired_time: 0.0000000000, propagate_forward_time: 5.2317848206, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4334087372
validation[          , genome  3439] predictions:    9485/  10000 (94.85%), best:    9537/10000 (95.37%), error:      1767.65247, best error:      1551.41858 on epoch:    65, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 56.9773597717s, input_fired_time: 0.3841177225, output_fired_time: 0.3402789831, propagate_forward_time: 21.9455986023, propagate_backward_time: 31.8351573944, weight_update_time: 0.1079041734, other_time: 2.4722080231
epoch time: 5.3425841331s, input_fired_time: 0.0454434305, output_fired_time: 0.0000000000, propagate_forward_time: 4.8903274536, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4068131447
validation[          , genome  3439] predictions:    9506/  10000 (95.06%), best:    9537/10000 (95.37%), error:      1695.47400, best error:      1551.41858 on epoch:    65, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 53.3657722473s, input_fired_time: 0.3592993021, output_fired_time: 0.3109467924, propagate_forward_time: 21.4133739471, propagate_backward_time: 28.9148960114, weight_update_time: 0.1065690219, other_time: 2.3672561646
epoch time: 5.1205706596s, input_fired_time: 0.0490705334, output_fired_time: 0.0000000000, propagate_forward_time: 4.6315155029, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4399847984
validation[          , genome  3439] predictions:    9522/  10000 (95.22%), best:    9537/10000 (95.37%), error:      1577.33765, best error:      1551.41858 on epoch:    65, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 53.1601562500s, input_fired_time: 0.3650059700, output_fired_time: 0.3094738722, propagate_forward_time: 20.3452167511, propagate_backward_time: 29.7700462341, weight_update_time: 0.1073275208, other_time: 2.3704109192
epoch time: 5.3789744377s, input_fired_time: 0.0481254086, output_fired_time: 0.0000000000, propagate_forward_time: 4.8981738091, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4326753616
validation[          , genome  3439] predictions:    9516/  10000 (95.16%), best:    9537/10000 (95.37%), error:      1612.26721, best error:      1551.41858 on epoch:    65, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 53.3462562561s, input_fired_time: 0.3593093455, output_fired_time: 0.3183382750, propagate_forward_time: 20.4169502258, propagate_backward_time: 29.8614940643, weight_update_time: 0.1070876196, other_time: 2.3901653290
epoch time: 5.5782537460s, input_fired_time: 0.0488183722, output_fired_time: 0.0000000000, propagate_forward_time: 4.0802006721, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4492344856
validation[          , genome  3439] predictions:    9531/  10000 (95.31%), best:    9537/10000 (95.37%), error:      1590.47314, best error:      1551.41858 on epoch:    65, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 53.6096458435s, input_fired_time: 0.3591813743, output_fired_time: 0.3128727674, propagate_forward_time: 20.5619010925, propagate_backward_time: 29.9995288849, weight_update_time: 0.1070904285, other_time: 2.3761615753
epoch time: 5.4974336624s, input_fired_time: 0.0486018956, output_fired_time: 0.0000000000, propagate_forward_time: 5.0104217529, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4384098053
validation[          , genome  3439] predictions:    9506/  10000 (95.06%), best:    9537/10000 (95.37%), error:      1637.30176, best error:      1551.41858 on epoch:    65, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 53.2899627686s, input_fired_time: 1.3697804213, output_fired_time: 0.3114037812, propagate_forward_time: 19.4280738831, propagate_backward_time: 29.8101921082, weight_update_time: 0.1071012765, other_time: 2.3705101013
epoch time: 7.0221982002s, input_fired_time: 0.1102910191, output_fired_time: 0.0000000000, propagate_forward_time: 6.4004173279, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5114898682
validation[          , genome  3439] predictions:    9502/  10000 (95.02%), best:    9537/10000 (95.37%), error:      1617.14282, best error:      1551.41858 on epoch:    65, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 54.5225105286s, input_fired_time: 0.3600282073, output_fired_time: 0.3141227961, propagate_forward_time: 19.8898830414, propagate_backward_time: 31.5706310272, weight_update_time: 0.1072165892, other_time: 2.3878498077
epoch time: 5.7130675316s, input_fired_time: 0.0487088934, output_fired_time: 0.0000000000, propagate_forward_time: 5.1994190216, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4649395943
validation[          , genome  3439] predictions:    9527/  10000 (95.27%), best:    9537/10000 (95.37%), error:      1601.93799, best error:      1551.41858 on epoch:    65, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 54.0886840820s, input_fired_time: 0.3614022434, output_fired_time: 0.3133990467, propagate_forward_time: 20.7535457611, propagate_backward_time: 29.2582073212, weight_update_time: 0.1071188599, other_time: 3.4021320343
epoch time: 5.5493206978s, input_fired_time: 0.0482402667, output_fired_time: 0.0000000000, propagate_forward_time: 5.0663247108, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4347558022
validation[          , genome  3439] predictions:    9495/  10000 (94.95%), best:    9537/10000 (95.37%), error:      1684.96680, best error:      1551.41858 on epoch:    65, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 53.5374298096s, input_fired_time: 0.3610269725, output_fired_time: 1.3246349096, propagate_forward_time: 19.5079784393, propagate_backward_time: 29.9604434967, weight_update_time: 0.1067283452, other_time: 2.3833446503
epoch time: 5.5523552895s, input_fired_time: 0.0485613123, output_fired_time: 0.0000000000, propagate_forward_time: 5.0710773468, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4327168465
validation[          , genome  3439] predictions:    9522/  10000 (95.22%), best:    9537/10000 (95.37%), error:      1603.02954, best error:      1551.41858 on epoch:    65, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 53.4031562805s, input_fired_time: 0.3587925732, output_fired_time: 0.3130539954, propagate_forward_time: 19.4862308502, propagate_backward_time: 30.8826351166, weight_update_time: 0.1077941954, other_time: 2.3624439240
epoch time: 5.6130299568s, input_fired_time: 0.0490363576, output_fired_time: 0.0000000000, propagate_forward_time: 5.1233353615, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4406580925
validation[          , genome  3439] predictions:    9504/  10000 (95.04%), best:    9537/10000 (95.37%), error:      1655.53088, best error:      1551.41858 on epoch:    65, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 53.3500518799s, input_fired_time: 0.3630207181, output_fired_time: 0.3116504848, propagate_forward_time: 20.4826183319, propagate_backward_time: 29.8100833893, weight_update_time: 0.1069917977, other_time: 2.3826808929
epoch time: 5.6983280182s, input_fired_time: 0.0486962125, output_fired_time: 0.0000000000, propagate_forward_time: 5.2091569901, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4404749870
validation[          , genome  3439] predictions:    9503/  10000 (95.03%), best:    9537/10000 (95.37%), error:      1691.99646, best error:      1551.41858 on epoch:    65, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 52.6973609924s, input_fired_time: 0.3604725301, output_fired_time: 0.3089841902, propagate_forward_time: 19.2845058441, propagate_backward_time: 30.3779983521, weight_update_time: 0.1062674522, other_time: 2.3654022217
epoch time: 5.5213575363s, input_fired_time: 0.0487787947, output_fired_time: 0.0000000000, propagate_forward_time: 5.0378332138, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4347453117
validation[          , genome  3439] predictions:    9523/  10000 (95.23%), best:    9537/10000 (95.37%), error:      1567.54333, best error:      1551.41858 on epoch:    65, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 55.6397857666s, input_fired_time: 0.3709772229, output_fired_time: 0.3185373545, propagate_forward_time: 21.3687458038, propagate_backward_time: 31.1439628601, weight_update_time: 0.1165914908, other_time: 2.4375648499
epoch time: 5.4820542336s, input_fired_time: 0.0481562018, output_fired_time: 0.0000000000, propagate_forward_time: 4.9995036125, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4343943596
validation[          , genome  3439] predictions:    9520/  10000 (95.20%), best:    9537/10000 (95.37%), error:      1569.40100, best error:      1551.41858 on epoch:    65, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 53.1074790955s, input_fired_time: 0.3606708944, output_fired_time: 0.3111154437, propagate_forward_time: 20.3806724548, propagate_backward_time: 29.6913642883, weight_update_time: 0.1062063724, other_time: 2.3636550903
epoch time: 5.6111931801s, input_fired_time: 0.0494072698, output_fired_time: 0.0000000000, propagate_forward_time: 5.1196036339, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4421820641
validation[          , genome  3439] predictions:    9541/  10000 (95.41%), best:    9537/10000 (95.37%), error:      1579.21948, best error:      1551.41858 on epoch:    65, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 54.1517486572s, input_fired_time: 0.3634700179, output_fired_time: 0.3136512637, propagate_forward_time: 19.7590141296, propagate_backward_time: 30.2958660126, weight_update_time: 0.1070332974, other_time: 3.4197483063
epoch time: 7.1807804108s, input_fired_time: 0.0575303808, output_fired_time: 0.0000000000, propagate_forward_time: 6.5676603317, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5555896759
validation[          , genome  3439] predictions:    9521/  10000 (95.21%), best:    9537/10000 (95.37%), error:      1615.29578, best error:      1551.41858 on epoch:    65, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 53.7793388367s, input_fired_time: 0.3744973838, output_fired_time: 0.3119611144, propagate_forward_time: 20.5092735291, propagate_backward_time: 30.1725864410, weight_update_time: 0.1066384315, other_time: 2.4110202789
epoch time: 5.4342989922s, input_fired_time: 0.0480555408, output_fired_time: 0.0000000000, propagate_forward_time: 4.9533386230, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4329047203
validation[          , genome  3439] predictions:    9511/  10000 (95.11%), best:    9537/10000 (95.37%), error:      1636.70068, best error:      1551.41858 on epoch:    65, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 52.9411315918s, input_fired_time: 0.3606944382, output_fired_time: 0.3105097711, propagate_forward_time: 19.2518310547, propagate_backward_time: 30.6357593536, weight_update_time: 0.1066628546, other_time: 2.3823375702
epoch time: 5.3930401802s, input_fired_time: 0.0478610285, output_fired_time: 0.0000000000, propagate_forward_time: 4.9156870842, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4294919968
validation[          , genome  3439] predictions:    9539/  10000 (95.39%), best:    9537/10000 (95.37%), error:      1551.42334, best error:      1551.41858 on epoch:    65, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 53.2872352600s, input_fired_time: 0.3617036939, output_fired_time: 0.3100500107, propagate_forward_time: 20.4403877258, propagate_backward_time: 29.8043460846, weight_update_time: 0.1063979715, other_time: 2.3707485199
epoch time: 6.2866458893s, input_fired_time: 0.0493241549, output_fired_time: 0.0000000000, propagate_forward_time: 5.7234425545, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5138792992
validation[          , genome  3439] predictions:    9537/  10000 (95.37%), best:    9537/10000 (95.37%), error:      1545.66077, best error:      1545.66077 on epoch:    84, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 61.6976470947s, input_fired_time: 0.3986924291, output_fired_time: 0.4049098194, propagate_forward_time: 23.3601417542, propagate_backward_time: 33.8064002991, weight_update_time: 0.1177140996, other_time: 3.7275009155
epoch time: 4.2995667458s, input_fired_time: 0.0463856608, output_fired_time: 0.0000000000, propagate_forward_time: 3.8358108997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4173700809
validation[          , genome  3439] predictions:    9523/  10000 (95.23%), best:    9537/10000 (95.37%), error:      1610.61829, best error:      1545.66077 on epoch:    84, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 54.5977020264s, input_fired_time: 0.3637532294, output_fired_time: 0.3125398457, propagate_forward_time: 20.4860916138, propagate_backward_time: 31.0284957886, weight_update_time: 0.1076715514, other_time: 2.4068222046
epoch time: 4.3097243309s, input_fired_time: 0.0465087928, output_fired_time: 0.0000000000, propagate_forward_time: 3.8477730751, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4154424667
validation[          , genome  3439] predictions:    9475/  10000 (94.75%), best:    9537/10000 (95.37%), error:      1783.93835, best error:      1545.66077 on epoch:    84, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 55.2103004456s, input_fired_time: 0.3632451296, output_fired_time: 0.3153220117, propagate_forward_time: 21.8412971497, propagate_backward_time: 30.2985153198, weight_update_time: 0.1081099212, other_time: 2.3919181824
epoch time: 4.3301916122s, input_fired_time: 0.0462717600, output_fired_time: 0.0000000000, propagate_forward_time: 3.8704063892, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4135134220
validation[          , genome  3439] predictions:    9531/  10000 (95.31%), best:    9537/10000 (95.37%), error:      1558.52905, best error:      1545.66077 on epoch:    84, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 54.6322822571s, input_fired_time: 0.3632580936, output_fired_time: 0.3125962913, propagate_forward_time: 20.5828018188, propagate_backward_time: 30.9908294678, weight_update_time: 0.1072199345, other_time: 2.3827972412
epoch time: 4.2398447990s, input_fired_time: 0.0455206484, output_fired_time: 0.0000000000, propagate_forward_time: 3.7865097523, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4078142643
validation[          , genome  3439] predictions:    9527/  10000 (95.27%), best:    9537/10000 (95.37%), error:      1585.28101, best error:      1545.66077 on epoch:    84, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 54.5955085754s, input_fired_time: 0.3630373776, output_fired_time: 0.3124008775, propagate_forward_time: 19.5698757172, propagate_backward_time: 30.9607543945, weight_update_time: 0.1076768190, other_time: 3.3894424438
epoch time: 4.2502627373s, input_fired_time: 0.0472530834, output_fired_time: 0.0000000000, propagate_forward_time: 3.7923526764, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4106569290
validation[          , genome  3439] predictions:    9501/  10000 (95.01%), best:    9537/10000 (95.37%), error:      1669.49194, best error:      1545.66077 on epoch:    84, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 55.0721549988s, input_fired_time: 0.3667138815, output_fired_time: 0.3161807358, propagate_forward_time: 20.7190971375, propagate_backward_time: 31.2669353485, weight_update_time: 0.1084070355, other_time: 2.4032268524
epoch time: 4.3761982918s, input_fired_time: 0.0478874259, output_fired_time: 0.0000000000, propagate_forward_time: 3.9077472687, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4205636978
validation[          , genome  3439] predictions:    9512/  10000 (95.12%), best:    9537/10000 (95.37%), error:      1615.72449, best error:      1545.66077 on epoch:    84, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 54.4782104492s, input_fired_time: 0.3638037443, output_fired_time: 0.3135004640, propagate_forward_time: 19.4729061127, propagate_backward_time: 31.9292297363, weight_update_time: 0.1275443882, other_time: 2.3987731934
epoch time: 4.3181357384s, input_fired_time: 0.0464775413, output_fired_time: 0.0000000000, propagate_forward_time: 3.8579812050, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4136772156
validation[          , genome  3439] predictions:    9542/  10000 (95.42%), best:    9537/10000 (95.37%), error:      1560.34351, best error:      1545.66077 on epoch:    84, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 54.6368484497s, input_fired_time: 0.3637636006, output_fired_time: 0.3137308657, propagate_forward_time: 20.5276756287, propagate_backward_time: 31.0487022400, weight_update_time: 0.1071139351, other_time: 2.3829765320
epoch time: 4.4204907417s, input_fired_time: 0.0475546084, output_fired_time: 0.0000000000, propagate_forward_time: 3.9470875263, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4258487225
validation[          , genome  3439] predictions:    9539/  10000 (95.39%), best:    9537/10000 (95.37%), error:      1588.24255, best error:      1545.66077 on epoch:    84, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 55.0893058777s, input_fired_time: 0.3656724393, output_fired_time: 0.3158866763, propagate_forward_time: 20.7166595459, propagate_backward_time: 31.3052883148, weight_update_time: 0.1074906066, other_time: 2.3857975006
epoch time: 4.3511881828s, input_fired_time: 0.0475204363, output_fired_time: 0.0000000000, propagate_forward_time: 3.8796775341, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4239900112
validation[          , genome  3439] predictions:    9511/  10000 (95.11%), best:    9537/10000 (95.37%), error:      1673.81873, best error:      1545.66077 on epoch:    84, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 54.9158821106s, input_fired_time: 0.3656424284, output_fired_time: 0.3145222664, propagate_forward_time: 21.6034297943, propagate_backward_time: 30.2097339630, weight_update_time: 0.1076031104, other_time: 2.4225521088
epoch time: 4.3172283173s, input_fired_time: 0.0475707315, output_fired_time: 0.0000000000, propagate_forward_time: 3.8506598473, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4189977646
validation[          , genome  3439] predictions:    9546/  10000 (95.46%), best:    9546/10000 (95.46%), error:      1541.80981, best error:      1541.80981 on epoch:    94, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 55.2038650513s, input_fired_time: 0.3665475547, output_fired_time: 0.3199211955, propagate_forward_time: 19.7753944397, propagate_backward_time: 31.3480834961, weight_update_time: 0.1082179397, other_time: 3.3939208984
epoch time: 5.0414500237s, input_fired_time: 0.0790897012, output_fired_time: 0.0000000000, propagate_forward_time: 4.4733104706, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4890499115
validation[          , genome  3439] predictions:    9534/  10000 (95.34%), best:    9546/10000 (95.46%), error:      1569.80164, best error:      1541.80981 on epoch:    94, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 59.6603431702s, input_fired_time: 0.3706041276, output_fired_time: 0.3319687545, propagate_forward_time: 22.3731765747, propagate_backward_time: 33.9919013977, weight_update_time: 0.1096097678, other_time: 2.5926895142
epoch time: 4.2486734390s, input_fired_time: 0.0456858464, output_fired_time: 0.0000000000, propagate_forward_time: 3.7983443737, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4046432972
validation[          , genome  3439] predictions:    9541/  10000 (95.41%), best:    9546/10000 (95.46%), error:      1578.11035, best error:      1541.80981 on epoch:    94, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 54.6570014954s, input_fired_time: 1.3737092018, output_fired_time: 0.3144102395, propagate_forward_time: 21.5651683807, propagate_backward_time: 28.9993228912, weight_update_time: 0.1077238098, other_time: 2.4043884277
epoch time: 4.3477807045s, input_fired_time: 0.0471607037, output_fired_time: 0.0000000000, propagate_forward_time: 3.8867328167, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4138872623
validation[          , genome  3439] predictions:    9533/  10000 (95.33%), best:    9546/10000 (95.46%), error:      1575.66614, best error:      1541.80981 on epoch:    94, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 54.3965454102s, input_fired_time: 0.3634625673, output_fired_time: 0.3112500310, propagate_forward_time: 20.4509372711, propagate_backward_time: 30.8933563232, weight_update_time: 0.1071202904, other_time: 2.3775405884
epoch time: 4.3135304451s, input_fired_time: 0.0466363430, output_fired_time: 0.0000000000, propagate_forward_time: 3.8503947258, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4164996147
validation[          , genome  3439] predictions:    9536/  10000 (95.36%), best:    9546/10000 (95.46%), error:      1577.27588, best error:      1541.80981 on epoch:    94, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 55.2906723022s, input_fired_time: 0.3625262380, output_fired_time: 0.3148661852, propagate_forward_time: 20.0966434479, propagate_backward_time: 30.1217155457, weight_update_time: 0.1071436927, other_time: 4.3949241638
epoch time: 4.3399982452s, input_fired_time: 0.0470742546, output_fired_time: 0.0000000000, propagate_forward_time: 3.8746321201, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4182918072
validation[          , genome  3439] predictions:    9514/  10000 (95.14%), best:    9546/10000 (95.46%), error:      1644.28467, best error:      1541.80981 on epoch:    94, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 54.6026268005s, input_fired_time: 0.3651112318, output_fired_time: 0.3133614361, propagate_forward_time: 20.5450305939, propagate_backward_time: 31.0044937134, weight_update_time: 0.1072200239, other_time: 2.3746261597
epoch time: 8.4568843842s, input_fired_time: 0.0619389378, output_fired_time: 0.0000000000, propagate_forward_time: 7.6057329178, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7892122269
validation[          , genome  3439] predictions:    9544/  10000 (95.44%), best:    9546/10000 (95.46%), error:      1546.45984, best error:      1541.80981 on epoch:    94, 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: 23.3164978027s, input_fired_time: 0.2384742349, output_fired_time: 0.0000000000, propagate_forward_time: 20.8507823944, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2272415161
best training[          , genome  3439] predictions:   48511/  50000 (97.02%), best:    9546/10000 (95.46%), error:      5438.56982, best error:      1541.80981 on epoch:    94, 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: 5.6759796143s, input_fired_time: 0.0496799648, output_fired_time: 0.0000000000, propagate_forward_time: 5.1860628128, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4402370453
   testing[          , genome  3439] predictions:    9598/  10000 (95.98%), best:    9546/10000 (95.46%), error:      1375.25867, best error:      1541.80981 on epoch:    94, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
05:55:32 (10740): called boinc_finish(0)

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