Nameexact_genome_1512568488_44_4714_0
Workunit2594882
Created7 Dec 2017, 11:25:18 UTC
Sent7 Dec 2017, 11:29:52 UTC
Report deadline13 Dec 2017, 21:19:12 UTC
Received9 Dec 2017, 3:52:32 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57938
Run time3 hours 33 min 43 sec
CPU time3 hours 29 min 46 sec
Validate stateValid
Credit1,602.32
Device peak FLOPS2.90 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size152.68 MB
Peak swap size157.39 MB
Peak disk usage1.58 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
7452468872, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5345535278
validation[          , genome  4714] predictions:    9601/  10000 (96.01%), best:    9591/10000 (95.91%), error:      1409.67688, best error:      1392.64136 on epoch:     7, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 116.6109466553s, input_fired_time: 1.3338274956, output_fired_time: 1.3751993179, propagate_forward_time: 43.1778488159, propagate_backward_time: 67.6288833618, weight_update_time: 0.1609507203, other_time: 3.0951919556
epoch time: 9.3397169113s, input_fired_time: 0.1599499583, output_fired_time: 0.0000000000, propagate_forward_time: 8.6507081985, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5290584564
validation[          , genome  4714] predictions:    9559/  10000 (95.59%), best:    9591/10000 (95.91%), error:      1561.07959, best error:      1392.64136 on epoch:     7, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 114.1558609009s, input_fired_time: 1.3023838997, output_fired_time: 1.3446108103, propagate_forward_time: 42.1159057617, propagate_backward_time: 66.3705444336, weight_update_time: 0.1582341641, other_time: 3.0224151611
epoch time: 9.0318899155s, input_fired_time: 0.1598374546, output_fired_time: 0.0000000000, propagate_forward_time: 8.3399925232, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5320596695
validation[          , genome  4714] predictions:    9614/  10000 (96.14%), best:    9614/10000 (96.14%), error:      1298.47534, best error:      1298.47534 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 115.8570480347s, input_fired_time: 1.3060222864, output_fired_time: 1.3618214130, propagate_forward_time: 42.8896827698, propagate_backward_time: 67.3225021362, weight_update_time: 0.1568327695, other_time: 2.9770126343
epoch time: 9.5130491257s, input_fired_time: 0.1680316776, output_fired_time: 0.0000000000, propagate_forward_time: 8.7978000641, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5472173691
validation[          , genome  4714] predictions:    9644/  10000 (96.44%), best:    9644/10000 (96.44%), error:      1252.21521, best error:      1252.21521 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 114.1118545532s, input_fired_time: 1.3036170006, output_fired_time: 1.3542293310, propagate_forward_time: 42.0179405212, propagate_backward_time: 66.3874969482, weight_update_time: 0.1602506936, other_time: 3.0485687256
epoch time: 8.8250389099s, input_fired_time: 0.1593442857, output_fired_time: 0.0000000000, propagate_forward_time: 8.1356906891, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5300035477
validation[          , genome  4714] predictions:    9608/  10000 (96.08%), best:    9644/10000 (96.44%), error:      1309.58276, best error:      1252.21521 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 113.2674865723s, input_fired_time: 1.2973490953, output_fired_time: 1.3328940868, propagate_forward_time: 41.6618804932, propagate_backward_time: 65.9814910889, weight_update_time: 0.1562196016, other_time: 2.9938735962
epoch time: 9.1236686707s, input_fired_time: 0.1612893790, output_fired_time: 0.0000000000, propagate_forward_time: 8.4302377701, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5321416855
validation[          , genome  4714] predictions:    9671/  10000 (96.71%), best:    9671/10000 (96.71%), error:      1182.97559, best error:      1182.97559 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 116.0185928345s, input_fired_time: 1.3173462152, output_fired_time: 1.3672114611, propagate_forward_time: 42.9310569763, propagate_backward_time: 67.3771743774, weight_update_time: 0.1601088196, other_time: 3.0258102417
epoch time: 9.1032476425s, input_fired_time: 0.1618151963, output_fired_time: 0.0000000000, propagate_forward_time: 8.3953561783, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5460758209
validation[          , genome  4714] predictions:    9630/  10000 (96.30%), best:    9671/10000 (96.71%), error:      1272.18665, best error:      1182.97559 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 115.0907516479s, input_fired_time: 1.3158302307, output_fired_time: 1.3610497713, propagate_forward_time: 42.4014625549, propagate_backward_time: 66.9357604980, weight_update_time: 0.1589934379, other_time: 3.0766448975
epoch time: 9.0785303116s, input_fired_time: 0.1597228050, output_fired_time: 0.0000000000, propagate_forward_time: 8.3762006760, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5426073074
validation[          , genome  4714] predictions:    9634/  10000 (96.34%), best:    9671/10000 (96.71%), error:      1290.44470, best error:      1182.97559 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 114.8846206665s, input_fired_time: 1.2993723154, output_fired_time: 1.3567484617, propagate_forward_time: 42.2472915649, propagate_backward_time: 66.9928817749, weight_update_time: 0.1583989412, other_time: 2.9883270264
epoch time: 8.4558362961s, input_fired_time: 0.1587185115, output_fired_time: 0.0000000000, propagate_forward_time: 7.7265844345, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5705337524
validation[          , genome  4714] predictions:    9321/  10000 (93.21%), best:    9671/10000 (96.71%), error:      2264.07422, best error:      1182.97559 on epoch:    19, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 115.3092803955s, input_fired_time: 1.3216626644, output_fired_time: 1.3597654104, propagate_forward_time: 42.5938148499, propagate_backward_time: 66.9881668091, weight_update_time: 0.1590823531, other_time: 3.0458755493
epoch time: 9.1694469452s, input_fired_time: 0.1631755978, output_fired_time: 0.0000000000, propagate_forward_time: 8.4687366486, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5375347137
validation[          , genome  4714] predictions:    9648/  10000 (96.48%), best:    9671/10000 (96.71%), error:      1208.12366, best error:      1182.97559 on epoch:    19, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 116.5879592896s, input_fired_time: 1.3238778114, output_fired_time: 1.3656812906, propagate_forward_time: 43.1642417908, propagate_backward_time: 67.6824569702, weight_update_time: 0.1602932513, other_time: 3.0517044067
epoch time: 10.0338363647s, input_fired_time: 0.1792600900, output_fired_time: 0.0000000000, propagate_forward_time: 9.2637825012, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5907936096
validation[          , genome  4714] predictions:    9617/  10000 (96.17%), best:    9671/10000 (96.71%), error:      1270.13245, best error:      1182.97559 on epoch:    19, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 115.1710357666s, input_fired_time: 1.3064346313, output_fired_time: 1.3580713272, propagate_forward_time: 42.3945465088, propagate_backward_time: 67.0511093140, weight_update_time: 0.1595781147, other_time: 3.0608749390
epoch time: 9.4580926895s, input_fired_time: 0.1694961041, output_fired_time: 0.0000000000, propagate_forward_time: 8.7274703979, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5611257553
validation[          , genome  4714] predictions:    9612/  10000 (96.12%), best:    9671/10000 (96.71%), error:      1285.58630, best error:      1182.97559 on epoch:    19, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 114.4404983521s, input_fired_time: 1.3081299067, output_fired_time: 1.3601846695, propagate_forward_time: 42.0585136414, propagate_backward_time: 66.6714019775, weight_update_time: 0.1591567248, other_time: 3.0422668457
epoch time: 9.7381582260s, input_fired_time: 0.1726632714, output_fired_time: 0.0000000000, propagate_forward_time: 9.0037603378, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5617341995
validation[          , genome  4714] predictions:    9661/  10000 (96.61%), best:    9661/10000 (96.61%), error:      1177.97888, best error:      1177.97888 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 114.2667083740s, input_fired_time: 1.3074194193, output_fired_time: 1.3486613035, propagate_forward_time: 42.0712699890, propagate_backward_time: 66.5151596069, weight_update_time: 0.1605391502, other_time: 3.0241928101
epoch time: 9.1114063263s, input_fired_time: 0.1649617851, output_fired_time: 0.0000000000, propagate_forward_time: 8.3905124664, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5559320450
validation[          , genome  4714] predictions:    9630/  10000 (96.30%), best:    9661/10000 (96.61%), error:      1314.74719, best error:      1177.97888 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 115.3185882568s, input_fired_time: 1.3224729300, output_fired_time: 1.3503961563, propagate_forward_time: 42.6230812073, propagate_backward_time: 66.9767227173, weight_update_time: 0.1599812955, other_time: 3.0459213257
epoch time: 8.7067623138s, input_fired_time: 0.1607921869, output_fired_time: 0.0000000000, propagate_forward_time: 7.9695057869, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5764641762
validation[          , genome  4714] predictions:    9605/  10000 (96.05%), best:    9661/10000 (96.61%), error:      1386.22388, best error:      1177.97888 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 115.8928451538s, input_fired_time: 1.3264768124, output_fired_time: 1.3658950329, propagate_forward_time: 42.8044738770, propagate_backward_time: 67.3531646729, weight_update_time: 0.1603070050, other_time: 3.0428314209
epoch time: 9.2523984909s, input_fired_time: 0.1636254936, output_fired_time: 0.0000000000, propagate_forward_time: 8.5565357208, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5322370529
validation[          , genome  4714] predictions:    9555/  10000 (95.55%), best:    9661/10000 (96.61%), error:      1515.91467, best error:      1177.97888 on epoch:    26, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 114.6658477783s, input_fired_time: 1.3236253262, output_fired_time: 1.3562194109, propagate_forward_time: 42.2840003967, propagate_backward_time: 66.6319351196, weight_update_time: 0.1595120728, other_time: 3.0700759888
epoch time: 9.2949657440s, input_fired_time: 0.1615322083, output_fired_time: 0.0000000000, propagate_forward_time: 8.5737781525, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5596551895
validation[          , genome  4714] predictions:    9651/  10000 (96.51%), best:    9661/10000 (96.61%), error:      1210.53955, best error:      1177.97888 on epoch:    26, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 114.7211074829s, input_fired_time: 1.3118848801, output_fired_time: 1.3613247871, propagate_forward_time: 42.1804618835, propagate_backward_time: 66.8315353394, weight_update_time: 0.1603377908, other_time: 3.0358963013
epoch time: 9.4915761948s, input_fired_time: 0.1735894680, output_fired_time: 0.0000000000, propagate_forward_time: 8.7499227524, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5680637360
validation[          , genome  4714] predictions:    9658/  10000 (96.58%), best:    9661/10000 (96.61%), error:      1215.79639, best error:      1177.97888 on epoch:    26, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 116.1293869019s, input_fired_time: 1.3183245659, output_fired_time: 1.3693236113, propagate_forward_time: 42.9724845886, propagate_backward_time: 67.4613876343, weight_update_time: 0.1587836593, other_time: 3.0078659058
epoch time: 9.2269802094s, input_fired_time: 0.1677031368, output_fired_time: 0.0000000000, propagate_forward_time: 8.4745750427, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5847024918
validation[          , genome  4714] predictions:    9621/  10000 (96.21%), best:    9661/10000 (96.61%), error:      1281.74097, best error:      1177.97888 on epoch:    26, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 113.8129806519s, input_fired_time: 1.3130000830, output_fired_time: 1.3512461185, propagate_forward_time: 41.6723594666, propagate_backward_time: 66.4202041626, weight_update_time: 0.1573025584, other_time: 3.0561599731
epoch time: 9.4189281464s, input_fired_time: 0.1730016619, output_fired_time: 0.0000000000, propagate_forward_time: 8.6725835800, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5733432770
validation[          , genome  4714] predictions:    9612/  10000 (96.12%), best:    9661/10000 (96.61%), error:      1314.09656, best error:      1177.97888 on epoch:    26, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 116.1076049805s, input_fired_time: 1.3352305889, output_fired_time: 1.3766413927, propagate_forward_time: 42.8428001404, propagate_backward_time: 67.4550628662, weight_update_time: 0.1597625315, other_time: 3.0978698730
epoch time: 9.6045656204s, input_fired_time: 0.1689324230, output_fired_time: 0.0000000000, propagate_forward_time: 8.8696374893, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5659961700
validation[          , genome  4714] predictions:    9604/  10000 (96.04%), best:    9661/10000 (96.61%), error:      1328.29797, best error:      1177.97888 on epoch:    26, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 112.6523284912s, input_fired_time: 1.3245604038, output_fired_time: 1.3588713408, propagate_forward_time: 40.7551193237, propagate_backward_time: 66.0488739014, weight_update_time: 0.1619235873, other_time: 3.1649017334
epoch time: 8.9745569229s, input_fired_time: 0.1722553074, output_fired_time: 0.0000000000, propagate_forward_time: 8.2172079086, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5850934982
validation[          , genome  4714] predictions:    9643/  10000 (96.43%), best:    9661/10000 (96.61%), error:      1192.73669, best error:      1177.97888 on epoch:    26, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 115.7800750732s, input_fired_time: 1.3247970343, output_fired_time: 1.3665177822, propagate_forward_time: 42.7359657288, propagate_backward_time: 67.3304290771, weight_update_time: 0.1596040279, other_time: 3.0223693848
epoch time: 9.2847881317s, input_fired_time: 0.1639660746, output_fired_time: 0.0000000000, propagate_forward_time: 8.5758628845, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5449590683
validation[          , genome  4714] predictions:    9581/  10000 (95.81%), best:    9661/10000 (96.61%), error:      1345.81958, best error:      1177.97888 on epoch:    26, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 113.9135589600s, input_fired_time: 1.3079299927, output_fired_time: 1.3501007557, propagate_forward_time: 41.8638153076, propagate_backward_time: 66.3764572144, weight_update_time: 0.1576289386, other_time: 3.0152587891
epoch time: 9.1388435364s, input_fired_time: 0.1686931401, output_fired_time: 0.0000000000, propagate_forward_time: 8.4175367355, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5526132584
validation[          , genome  4714] predictions:    9652/  10000 (96.52%), best:    9652/10000 (96.52%), error:      1168.08276, best error:      1168.08276 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 115.9816741943s, input_fired_time: 1.3231695890, output_fired_time: 1.3730906248, propagate_forward_time: 42.7263565063, propagate_backward_time: 67.4841308594, weight_update_time: 0.1603146195, other_time: 3.0749282837
epoch time: 9.2114725113s, input_fired_time: 0.1652412266, output_fired_time: 0.0000000000, propagate_forward_time: 8.5123052597, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5339260101
validation[          , genome  4714] predictions:    9594/  10000 (95.94%), best:    9652/10000 (96.52%), error:      1295.66345, best error:      1168.08276 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 115.6397933960s, input_fired_time: 1.3438990116, output_fired_time: 1.3659092188, propagate_forward_time: 42.5863075256, propagate_backward_time: 67.2697677612, weight_update_time: 0.1578913629, other_time: 3.0739059448
epoch time: 9.2560033798s, input_fired_time: 0.1681521982, output_fired_time: 0.0000000000, propagate_forward_time: 8.5325937271, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5552577972
validation[          , genome  4714] predictions:    9655/  10000 (96.55%), best:    9655/10000 (96.55%), error:      1120.75146, best error:      1120.75146 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 115.1233901978s, input_fired_time: 1.3435879946, output_fired_time: 1.3724229336, propagate_forward_time: 42.1010208130, propagate_backward_time: 67.1765365601, weight_update_time: 0.1616835296, other_time: 3.1298217773
epoch time: 8.8521814346s, input_fired_time: 0.1630720496, output_fired_time: 0.0000000000, propagate_forward_time: 8.1355733871, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5535364151
validation[          , genome  4714] predictions:    9647/  10000 (96.47%), best:    9655/10000 (96.55%), error:      1151.91528, best error:      1120.75146 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 114.9593811035s, input_fired_time: 1.3186620474, output_fired_time: 1.3612353802, propagate_forward_time: 42.2172698975, propagate_backward_time: 67.0063476563, weight_update_time: 0.1583209187, other_time: 3.0558624268
epoch time: 9.4213047028s, input_fired_time: 0.1668609679, output_fired_time: 0.0000000000, propagate_forward_time: 8.7197008133, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5347433090
validation[          , genome  4714] predictions:    9665/  10000 (96.65%), best:    9655/10000 (96.55%), error:      1157.96021, best error:      1120.75146 on epoch:    39, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 115.1060333252s, input_fired_time: 1.3248816729, output_fired_time: 1.3657307625, propagate_forward_time: 42.3572921753, propagate_backward_time: 67.0099182129, weight_update_time: 0.1576017737, other_time: 3.0482101440
epoch time: 9.2205972672s, input_fired_time: 0.1678790450, output_fired_time: 0.0000000000, propagate_forward_time: 8.5086984634, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5440196991
validation[          , genome  4714] predictions:    9598/  10000 (95.98%), best:    9655/10000 (96.55%), error:      1276.08081, best error:      1120.75146 on epoch:    39, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 116.2606048584s, input_fired_time: 1.3304638863, output_fired_time: 1.3634754419, propagate_forward_time: 43.0060424805, propagate_backward_time: 67.5295257568, weight_update_time: 0.1618856490, other_time: 3.0310974121
epoch time: 9.1440496445s, input_fired_time: 0.1625511348, output_fired_time: 0.0000000000, propagate_forward_time: 8.4568786621, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5246200562
validation[          , genome  4714] predictions:    9620/  10000 (96.20%), best:    9655/10000 (96.55%), error:      1338.91321, best error:      1120.75146 on epoch:    39, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 119.5583801270s, input_fired_time: 1.3406784534, output_fired_time: 1.3706359863, propagate_forward_time: 43.1124649048, propagate_backward_time: 70.6453857422, weight_update_time: 0.1613117009, other_time: 3.0892181396
epoch time: 8.3806333542s, input_fired_time: 0.1595411450, output_fired_time: 0.0000000000, propagate_forward_time: 7.6653800011, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5557122231
validation[          , genome  4714] predictions:    9671/  10000 (96.71%), best:    9671/10000 (96.71%), error:      1112.01904, best error:      1112.01904 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 115.2955932617s, input_fired_time: 1.3273378611, output_fired_time: 1.3619451523, propagate_forward_time: 42.3747940063, propagate_backward_time: 67.1628265381, weight_update_time: 0.1587634385, other_time: 3.0686874390
epoch time: 9.4974489212s, input_fired_time: 0.1691876650, output_fired_time: 0.0000000000, propagate_forward_time: 8.7933683395, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5348930359
validation[          , genome  4714] predictions:    9614/  10000 (96.14%), best:    9671/10000 (96.71%), error:      1309.67358, best error:      1112.01904 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 115.2513961792s, input_fired_time: 1.3241705894, output_fired_time: 1.3643991947, propagate_forward_time: 42.4052124023, propagate_backward_time: 67.0799789429, weight_update_time: 0.1614629477, other_time: 3.0776290894
epoch time: 9.4734697342s, input_fired_time: 0.1698434353, output_fired_time: 0.0000000000, propagate_forward_time: 8.7501258850, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5535001755
validation[          , genome  4714] predictions:    9616/  10000 (96.16%), best:    9671/10000 (96.71%), error:      1253.47485, best error:      1112.01904 on epoch:    44, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 113.1881866455s, input_fired_time: 1.3129746914, output_fired_time: 1.3479667902, propagate_forward_time: 41.3777503967, propagate_backward_time: 66.0183639526, weight_update_time: 0.1583100855, other_time: 3.1311264038
epoch time: 9.3242063522s, input_fired_time: 0.1658647805, output_fired_time: 0.0000000000, propagate_forward_time: 8.6215353012, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5368061066
validation[          , genome  4714] predictions:    9679/  10000 (96.79%), best:    9671/10000 (96.71%), error:      1162.50220, best error:      1112.01904 on epoch:    44, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 115.0413208008s, input_fired_time: 1.3183453083, output_fired_time: 1.3535180092, propagate_forward_time: 42.4435577393, propagate_backward_time: 66.9298019409, weight_update_time: 0.1575589180, other_time: 2.9961013794
epoch time: 9.7990560532s, input_fired_time: 0.1748123616, output_fired_time: 0.0000000000, propagate_forward_time: 9.0550994873, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5691442490
validation[          , genome  4714] predictions:    9672/  10000 (96.72%), best:    9671/10000 (96.71%), error:      1125.75085, best error:      1112.01904 on epoch:    44, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 115.2642440796s, input_fired_time: 1.3261840343, output_fired_time: 1.3614126444, propagate_forward_time: 42.4536819458, propagate_backward_time: 67.0907135010, weight_update_time: 0.1568880230, other_time: 3.0322494507
epoch time: 9.3660764694s, input_fired_time: 0.1691591293, output_fired_time: 0.0000000000, propagate_forward_time: 8.6529912949, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5439262390
validation[          , genome  4714] predictions:    9632/  10000 (96.32%), best:    9671/10000 (96.71%), error:      1218.85547, best error:      1112.01904 on epoch:    44, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 115.2593536377s, input_fired_time: 1.3279134035, output_fired_time: 1.3620516062, propagate_forward_time: 42.3035125732, propagate_backward_time: 67.2136840820, weight_update_time: 0.1597946137, other_time: 3.0521926880
epoch time: 9.3166532516s, input_fired_time: 0.1655291617, output_fired_time: 0.0000000000, propagate_forward_time: 8.6117630005, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5393610001
validation[          , genome  4714] predictions:    9631/  10000 (96.31%), best:    9671/10000 (96.71%), error:      1210.34998, best error:      1112.01904 on epoch:    44, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 116.1337203979s, input_fired_time: 1.3422501087, output_fired_time: 1.3662564754, propagate_forward_time: 42.9077415466, propagate_backward_time: 67.4317550659, weight_update_time: 0.1614261121, other_time: 3.0857162476
epoch time: 8.5279855728s, input_fired_time: 0.1609412879, output_fired_time: 0.0000000000, propagate_forward_time: 7.8068294525, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5602149963
validation[          , genome  4714] predictions:    9651/  10000 (96.51%), best:    9671/10000 (96.71%), error:      1208.99036, best error:      1112.01904 on epoch:    44, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 115.0000457764s, input_fired_time: 1.3253092766, output_fired_time: 1.3605822325, propagate_forward_time: 42.2891273499, propagate_backward_time: 66.9425888062, weight_update_time: 0.1591456980, other_time: 3.0824356079
epoch time: 8.2389125824s, input_fired_time: 0.1503480375, output_fired_time: 0.0000000000, propagate_forward_time: 7.5885038376, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5000610352
validation[          , genome  4714] predictions:    9671/  10000 (96.71%), best:    9671/10000 (96.71%), error:      1143.95654, best error:      1112.01904 on epoch:    44, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 114.8769760132s, input_fired_time: 1.3250406981, output_fired_time: 1.3607959747, propagate_forward_time: 42.3796119690, propagate_backward_time: 66.7638549805, weight_update_time: 0.1580013186, other_time: 3.0476684570
epoch time: 9.3111858368s, input_fired_time: 0.1637455374, output_fired_time: 0.0000000000, propagate_forward_time: 8.6102457047, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5371942520
validation[          , genome  4714] predictions:    9617/  10000 (96.17%), best:    9671/10000 (96.71%), error:      1241.76453, best error:      1112.01904 on epoch:    44, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 115.4652023315s, input_fired_time: 1.3359721899, output_fired_time: 1.3584543467, propagate_forward_time: 42.6219558716, propagate_backward_time: 67.0854949951, weight_update_time: 0.1590163112, other_time: 3.0633239746
epoch time: 9.2506256104s, input_fired_time: 0.1646993905, output_fired_time: 0.0000000000, propagate_forward_time: 8.5514583588, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5344676971
validation[          , genome  4714] predictions:    9661/  10000 (96.61%), best:    9671/10000 (96.71%), error:      1165.62305, best error:      1112.01904 on epoch:    44, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 115.8411560059s, input_fired_time: 1.3258874416, output_fired_time: 1.3664817810, propagate_forward_time: 42.9619560242, propagate_backward_time: 67.2032089233, weight_update_time: 0.1581003219, other_time: 2.9836196899
epoch time: 9.2540178299s, input_fired_time: 0.1662597805, output_fired_time: 0.0000000000, propagate_forward_time: 8.5459041595, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5418539047
validation[          , genome  4714] predictions:    9629/  10000 (96.29%), best:    9671/10000 (96.71%), error:      1283.89941, best error:      1112.01904 on epoch:    44, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 116.6448898315s, input_fired_time: 1.3478136063, output_fired_time: 1.3716365099, propagate_forward_time: 43.1524391174, propagate_backward_time: 67.6929092407, weight_update_time: 0.1612559855, other_time: 3.0800857544
epoch time: 9.2080612183s, input_fired_time: 0.1661361605, output_fired_time: 0.0000000000, propagate_forward_time: 8.4873151779, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5546102524
validation[          , genome  4714] predictions:    9648/  10000 (96.48%), best:    9671/10000 (96.71%), error:      1155.29639, best error:      1112.01904 on epoch:    44, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 115.8551483154s, input_fired_time: 1.3388463259, output_fired_time: 1.3622421026, propagate_forward_time: 42.8122367859, propagate_backward_time: 67.2815628052, weight_update_time: 0.1610996574, other_time: 3.0602645874
epoch time: 9.4454584122s, input_fired_time: 0.1690265834, output_fired_time: 0.0000000000, propagate_forward_time: 8.7294902802, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5469417572
validation[          , genome  4714] predictions:    9667/  10000 (96.67%), best:    9671/10000 (96.71%), error:      1129.91675, best error:      1112.01904 on epoch:    44, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 113.8669281006s, input_fired_time: 1.3225821257, output_fired_time: 1.3537740707, propagate_forward_time: 41.6038627625, propagate_backward_time: 66.4886245728, weight_update_time: 0.1558989733, other_time: 3.0980911255
epoch time: 8.9870367050s, input_fired_time: 0.1665726304, output_fired_time: 0.0000000000, propagate_forward_time: 8.2553653717, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5650987625
validation[          , genome  4714] predictions:    9683/  10000 (96.83%), best:    9683/10000 (96.83%), error:      1108.23181, best error:      1108.23181 on epoch:    58, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 115.6664276123s, input_fired_time: 1.3372753859, output_fired_time: 1.3725434542, propagate_forward_time: 42.7977943420, propagate_backward_time: 67.1095123291, weight_update_time: 0.1605828255, other_time: 3.0493011475
epoch time: 9.8760128021s, input_fired_time: 0.1827968061, output_fired_time: 0.0000000000, propagate_forward_time: 9.1066045761, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5866117477
validation[          , genome  4714] predictions:    9660/  10000 (96.60%), best:    9683/10000 (96.83%), error:      1152.56543, best error:      1108.23181 on epoch:    58, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 114.6346969604s, input_fired_time: 1.3178553581, output_fired_time: 1.3495600224, propagate_forward_time: 42.2031478882, propagate_backward_time: 66.7223815918, weight_update_time: 0.1607131809, other_time: 3.0417480469
epoch time: 8.6861000061s, input_fired_time: 0.1569099724, output_fired_time: 0.0000000000, propagate_forward_time: 8.0116024017, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5175876617
validation[          , genome  4714] predictions:    9631/  10000 (96.31%), best:    9683/10000 (96.83%), error:      1219.19568, best error:      1108.23181 on epoch:    58, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 114.6001510620s, input_fired_time: 1.3260109425, output_fired_time: 1.3577084541, propagate_forward_time: 42.0274314880, propagate_backward_time: 66.8448028564, weight_update_time: 0.1592027992, other_time: 3.0441894531
epoch time: 9.6648159027s, input_fired_time: 0.1757211685, output_fired_time: 0.0000000000, propagate_forward_time: 8.9174880981, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5716066360
validation[          , genome  4714] predictions:    9663/  10000 (96.63%), best:    9683/10000 (96.83%), error:      1129.10571, best error:      1108.23181 on epoch:    58, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 116.9083938599s, input_fired_time: 1.3440915346, output_fired_time: 1.3759478331, propagate_forward_time: 43.2661476135, propagate_backward_time: 67.8986587524, weight_update_time: 0.1669433713, other_time: 3.0235519409
epoch time: 9.0118293762s, input_fired_time: 0.1631814241, output_fired_time: 0.0000000000, propagate_forward_time: 8.3097457886, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5389022827
validation[          , genome  4714] predictions:    9615/  10000 (96.15%), best:    9683/10000 (96.83%), error:      1211.88696, best error:      1108.23181 on epoch:    58, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 115.7555236816s, input_fired_time: 1.3338174820, output_fired_time: 1.3677133322, propagate_forward_time: 42.8271179199, propagate_backward_time: 67.2041549683, weight_update_time: 0.1600512266, other_time: 3.0227203369
epoch time: 9.3942251205s, input_fired_time: 0.1684048176, output_fired_time: 0.0000000000, propagate_forward_time: 8.6894474030, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5363731384
validation[          , genome  4714] predictions:    9666/  10000 (96.66%), best:    9683/10000 (96.83%), error:      1116.44360, best error:      1108.23181 on epoch:    58, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 115.2839126587s, input_fired_time: 1.3229994774, output_fired_time: 1.3608447313, propagate_forward_time: 42.5173301697, propagate_backward_time: 67.0782928467, weight_update_time: 0.1587996781, other_time: 3.0044403076
epoch time: 9.2395935059s, input_fired_time: 0.1656773388, output_fired_time: 0.0000000000, propagate_forward_time: 8.5469751358, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5269412994
validation[          , genome  4714] predictions:    9667/  10000 (96.67%), best:    9667/10000 (96.67%), error:      1093.07422, best error:      1093.07422 on epoch:    64, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 116.2186508179s, input_fired_time: 1.3461207151, output_fired_time: 1.3664468527, propagate_forward_time: 42.9280624390, propagate_backward_time: 67.5332260132, weight_update_time: 0.1606667638, other_time: 3.0447921753
epoch time: 9.1882238388s, input_fired_time: 0.1715648919, output_fired_time: 0.0000000000, propagate_forward_time: 8.4551353455, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5615234375
validation[          , genome  4714] predictions:    9632/  10000 (96.32%), best:    9667/10000 (96.67%), error:      1247.98157, best error:      1093.07422 on epoch:    64, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 113.8907241821s, input_fired_time: 1.3282760382, output_fired_time: 1.3569492102, propagate_forward_time: 41.7934722900, propagate_backward_time: 66.3316268921, weight_update_time: 0.1603123099, other_time: 3.0803985596
epoch time: 9.4721202850s, input_fired_time: 0.1721763313, output_fired_time: 0.0000000000, propagate_forward_time: 8.7422018051, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5577421188
validation[          , genome  4714] predictions:    9660/  10000 (96.60%), best:    9667/10000 (96.67%), error:      1136.76331, best error:      1093.07422 on epoch:    64, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 113.4762649536s, input_fired_time: 1.3210992813, output_fired_time: 1.3632552624, propagate_forward_time: 41.5331497192, propagate_backward_time: 66.1796493530, weight_update_time: 0.1584537476, other_time: 3.0791091919
epoch time: 9.7426023483s, input_fired_time: 0.1787958890, output_fired_time: 0.0000000000, propagate_forward_time: 8.9950437546, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5687627792
validation[          , genome  4714] predictions:    9651/  10000 (96.51%), best:    9667/10000 (96.67%), error:      1130.84155, best error:      1093.07422 on epoch:    64, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 114.6356735229s, input_fired_time: 1.3258677721, output_fired_time: 1.3592221737, propagate_forward_time: 42.1532821655, propagate_backward_time: 66.7333221436, weight_update_time: 0.1583342850, other_time: 3.0639801025
epoch time: 9.2550268173s, input_fired_time: 0.1650421023, output_fired_time: 0.0000000000, propagate_forward_time: 8.5652132034, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5247716904
validation[          , genome  4714] predictions:    9649/  10000 (96.49%), best:    9667/10000 (96.67%), error:      1136.99438, best error:      1093.07422 on epoch:    64, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 115.7838134766s, input_fired_time: 1.3346607685, output_fired_time: 1.3620891571, propagate_forward_time: 42.6948471069, propagate_backward_time: 67.3819656372, weight_update_time: 0.1604404747, other_time: 3.0102462769
epoch time: 9.3186969757s, input_fired_time: 0.1669632047, output_fired_time: 0.0000000000, propagate_forward_time: 8.6273193359, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5244140625
validation[          , genome  4714] predictions:    9604/  10000 (96.04%), best:    9667/10000 (96.67%), error:      1322.66284, best error:      1093.07422 on epoch:    64, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 115.7379455566s, input_fired_time: 1.3335009813, output_fired_time: 1.3701285124, propagate_forward_time: 42.6556510925, propagate_backward_time: 67.3662033081, weight_update_time: 0.1595370770, other_time: 3.0124588013
epoch time: 9.4301805496s, input_fired_time: 0.1738018841, output_fired_time: 0.0000000000, propagate_forward_time: 8.7083034515, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5480756760
validation[          , genome  4714] predictions:    9667/  10000 (96.67%), best:    9667/10000 (96.67%), error:      1119.33899, best error:      1093.07422 on epoch:    64, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 115.9184036255s, input_fired_time: 1.3303400278, output_fired_time: 1.4166688919, propagate_forward_time: 42.7864456177, propagate_backward_time: 67.4023056030, weight_update_time: 0.1571219712, other_time: 2.9826431274
epoch time: 9.4185352325s, input_fired_time: 0.1685868800, output_fired_time: 0.0000000000, propagate_forward_time: 8.7147922516, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5351562500
validation[          , genome  4714] predictions:    9661/  10000 (96.61%), best:    9667/10000 (96.67%), error:      1148.09900, best error:      1093.07422 on epoch:    64, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 114.6727676392s, input_fired_time: 1.3270665407, output_fired_time: 1.3477802277, propagate_forward_time: 42.3025016785, propagate_backward_time: 66.6516876221, weight_update_time: 0.1602874249, other_time: 3.0437316895
epoch time: 9.2381105423s, input_fired_time: 0.1653130949, output_fired_time: 0.0000000000, propagate_forward_time: 8.5461225510, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5266752243
validation[          , genome  4714] predictions:    9676/  10000 (96.76%), best:    9676/10000 (96.76%), error:      1075.42273, best error:      1075.42273 on epoch:    72, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 114.6491851807s, input_fired_time: 1.3270131350, output_fired_time: 1.3556189537, propagate_forward_time: 42.1218147278, propagate_backward_time: 66.8101577759, weight_update_time: 0.1589813977, other_time: 3.0345840454
epoch time: 9.4510841370s, input_fired_time: 0.1683150977, output_fired_time: 0.0000000000, propagate_forward_time: 8.7518405914, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5309286118
validation[          , genome  4714] predictions:    9692/  10000 (96.92%), best:    9692/10000 (96.92%), error:      1045.29456, best error:      1045.29456 on epoch:    73, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 114.4497604370s, input_fired_time: 1.3224050999, output_fired_time: 1.3505781889, propagate_forward_time: 42.2390708923, propagate_backward_time: 66.5222702026, weight_update_time: 0.1574286669, other_time: 3.0154342651
epoch time: 9.2022809982s, input_fired_time: 0.1693720073, output_fired_time: 0.0000000000, propagate_forward_time: 8.4839649200, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5489444733
validation[          , genome  4714] predictions:    9650/  10000 (96.50%), best:    9692/10000 (96.92%), error:      1126.08618, best error:      1045.29456 on epoch:    73, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 113.3435211182s, input_fired_time: 1.3200527430, output_fired_time: 1.3425055742, propagate_forward_time: 41.7611236572, propagate_backward_time: 65.9128875732, weight_update_time: 0.1564583331, other_time: 3.0069503784
epoch time: 9.3706178665s, input_fired_time: 0.1688627601, output_fired_time: 0.0000000000, propagate_forward_time: 8.6659574509, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5357980728
validation[          , genome  4714] predictions:    9680/  10000 (96.80%), best:    9692/10000 (96.92%), error:      1094.33179, best error:      1045.29456 on epoch:    73, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 115.5032119751s, input_fired_time: 1.3353666067, output_fired_time: 1.3576258421, propagate_forward_time: 42.7091560364, propagate_backward_time: 67.0661926270, weight_update_time: 0.1605221778, other_time: 3.0348663330
epoch time: 9.1177663803s, input_fired_time: 0.1634692699, output_fired_time: 0.0000000000, propagate_forward_time: 8.4210500717, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5332469940
validation[          , genome  4714] predictions:    9662/  10000 (96.62%), best:    9692/10000 (96.92%), error:      1119.76147, best error:      1045.29456 on epoch:    73, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 114.1295318604s, input_fired_time: 1.3320701122, output_fired_time: 1.3563367128, propagate_forward_time: 41.8793182373, propagate_backward_time: 66.4996185303, weight_update_time: 0.1597580463, other_time: 3.0621871948
epoch time: 9.8100481033s, input_fired_time: 0.1774899513, output_fired_time: 0.0000000000, propagate_forward_time: 9.0644998550, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5680580139
validation[          , genome  4714] predictions:    9647/  10000 (96.47%), best:    9692/10000 (96.92%), error:      1158.60620, best error:      1045.29456 on epoch:    73, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 115.3795776367s, input_fired_time: 1.3349328041, output_fired_time: 1.3592134714, propagate_forward_time: 42.6343650818, propagate_backward_time: 67.0234680176, weight_update_time: 0.1603891701, other_time: 3.0276031494
epoch time: 9.0598888397s, input_fired_time: 0.1631291956, output_fired_time: 0.0000000000, propagate_forward_time: 8.3549327850, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5418272018
validation[          , genome  4714] predictions:    9591/  10000 (95.91%), best:    9692/10000 (96.92%), error:      1284.82117, best error:      1045.29456 on epoch:    73, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 116.9622726440s, input_fired_time: 1.3443858624, output_fired_time: 1.3761999607, propagate_forward_time: 43.3618850708, propagate_backward_time: 67.8371353149, weight_update_time: 0.1618218869, other_time: 3.0426712036
epoch time: 9.3403062820s, input_fired_time: 0.1668712348, output_fired_time: 0.0000000000, propagate_forward_time: 8.6432943344, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5301408768
validation[          , genome  4714] predictions:    9691/  10000 (96.91%), best:    9692/10000 (96.92%), error:      1069.94019, best error:      1045.29456 on epoch:    73, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 116.2631530762s, input_fired_time: 1.3386071920, output_fired_time: 1.3727937937, propagate_forward_time: 42.9427947998, propagate_backward_time: 67.5671157837, weight_update_time: 0.1608965546, other_time: 3.0418395996
epoch time: 9.2933425903s, input_fired_time: 0.1684936583, output_fired_time: 0.0000000000, propagate_forward_time: 8.5747966766, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5500526428
validation[          , genome  4714] predictions:    9683/  10000 (96.83%), best:    9692/10000 (96.92%), error:      1084.50928, best error:      1045.29456 on epoch:    73, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 114.3292312622s, input_fired_time: 1.3288842440, output_fired_time: 1.3602811098, propagate_forward_time: 41.9536857605, propagate_backward_time: 66.6332550049, weight_update_time: 0.1578923911, other_time: 3.0531158447
epoch time: 8.8589086533s, input_fired_time: 0.1632112265, output_fired_time: 0.0000000000, propagate_forward_time: 8.1579742432, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5377235413
validation[          , genome  4714] predictions:    9648/  10000 (96.48%), best:    9692/10000 (96.92%), error:      1161.27563, best error:      1045.29456 on epoch:    73, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 115.3272552490s, input_fired_time: 1.3282809258, output_fired_time: 1.3628799915, propagate_forward_time: 42.5727920532, propagate_backward_time: 67.1065139771, weight_update_time: 0.1567104161, other_time: 2.9567947388
epoch time: 9.4626512527s, input_fired_time: 0.1658785641, output_fired_time: 0.0000000000, propagate_forward_time: 8.7702903748, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5264825821
validation[          , genome  4714] predictions:    9652/  10000 (96.52%), best:    9692/10000 (96.92%), error:      1154.45740, best error:      1045.29456 on epoch:    73, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 115.8222732544s, input_fired_time: 1.3310372829, output_fired_time: 1.3633607626, propagate_forward_time: 42.8210182190, propagate_backward_time: 67.3297805786, weight_update_time: 0.1587077528, other_time: 2.9770736694
epoch time: 9.3169326782s, input_fired_time: 0.1697795391, output_fired_time: 0.0000000000, propagate_forward_time: 8.6029911041, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5441617966
validation[          , genome  4714] predictions:    9648/  10000 (96.48%), best:    9692/10000 (96.92%), error:      1148.38269, best error:      1045.29456 on epoch:    73, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 115.7791900635s, input_fired_time: 1.3331075907, output_fired_time: 1.3687927723, propagate_forward_time: 42.7951583862, propagate_backward_time: 67.2482986450, weight_update_time: 0.1627323627, other_time: 3.0338363647
epoch time: 8.2405948639s, input_fired_time: 0.1600311548, output_fired_time: 0.0000000000, propagate_forward_time: 7.5059618950, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5746016502
validation[          , genome  4714] predictions:    9653/  10000 (96.53%), best:    9692/10000 (96.92%), error:      1154.34302, best error:      1045.29456 on epoch:    73, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 115.3119277954s, input_fired_time: 1.3381911516, output_fired_time: 1.3723770380, propagate_forward_time: 42.3688812256, propagate_backward_time: 67.1508407593, weight_update_time: 0.1594588459, other_time: 3.0816421509
epoch time: 9.1497201920s, input_fired_time: 0.1692729294, output_fired_time: 0.0000000000, propagate_forward_time: 8.4177846909, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5626621246
validation[          , genome  4714] predictions:    9691/  10000 (96.91%), best:    9692/10000 (96.92%), error:      1073.47290, best error:      1045.29456 on epoch:    73, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 115.2872543335s, input_fired_time: 1.3432446718, output_fired_time: 1.3571513891, propagate_forward_time: 42.4713096619, propagate_backward_time: 67.1300506592, weight_update_time: 0.1563761234, other_time: 2.9854888916
epoch time: 8.5234737396s, input_fired_time: 0.1616410911, output_fired_time: 0.0000000000, propagate_forward_time: 7.8089036942, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5529289246
validation[          , genome  4714] predictions:    9667/  10000 (96.67%), best:    9692/10000 (96.92%), error:      1100.71082, best error:      1045.29456 on epoch:    73, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 113.9568939209s, input_fired_time: 1.3188123703, output_fired_time: 1.3411837816, propagate_forward_time: 41.9383659363, propagate_backward_time: 66.3331680298, weight_update_time: 0.1575000882, other_time: 3.0253677368
epoch time: 9.2947568893s, input_fired_time: 0.1700678915, output_fired_time: 0.0000000000, propagate_forward_time: 8.5722732544, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5524158478
validation[          , genome  4714] predictions:    9680/  10000 (96.80%), best:    9692/10000 (96.92%), error:      1113.91016, best error:      1045.29456 on epoch:    73, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 116.0630187988s, input_fired_time: 1.3524147272, output_fired_time: 1.3713989258, propagate_forward_time: 42.8303489685, propagate_backward_time: 67.4462814331, weight_update_time: 0.1592987776, other_time: 3.0625686646
epoch time: 9.4145107269s, input_fired_time: 0.1734239012, output_fired_time: 0.0000000000, propagate_forward_time: 8.6938495636, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5472373962
validation[          , genome  4714] predictions:    9651/  10000 (96.51%), best:    9692/10000 (96.92%), error:      1221.48547, best error:      1045.29456 on epoch:    73, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 116.2068328857s, input_fired_time: 1.3515928984, output_fired_time: 1.3701176643, propagate_forward_time: 42.9768524170, propagate_backward_time: 67.4826049805, weight_update_time: 0.1582815796, other_time: 3.0256652832
epoch time: 9.2502803802s, input_fired_time: 0.1691381782, output_fired_time: 0.0000000000, propagate_forward_time: 8.5549221039, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5262203217
validation[          , genome  4714] predictions:    9678/  10000 (96.78%), best:    9692/10000 (96.92%), error:      1093.09460, best error:      1045.29456 on epoch:    73, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 115.4620132446s, input_fired_time: 1.3486065865, output_fired_time: 1.3611946106, propagate_forward_time: 42.6849174500, propagate_backward_time: 67.0378417969, weight_update_time: 0.1611510366, other_time: 3.0294494629
epoch time: 9.8788537979s, input_fired_time: 0.1833569407, output_fired_time: 0.0000000000, propagate_forward_time: 9.1162118912, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5792846680
validation[          , genome  4714] predictions:    9670/  10000 (96.70%), best:    9692/10000 (96.92%), error:      1133.17822, best error:      1045.29456 on epoch:    73, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 115.0302963257s, input_fired_time: 1.3516533375, output_fired_time: 1.3664387465, propagate_forward_time: 42.2163696289, propagate_backward_time: 67.0082168579, weight_update_time: 0.1608640105, other_time: 3.0876159668
epoch time: 8.6341381073s, input_fired_time: 0.1627377570, output_fired_time: 0.0000000000, propagate_forward_time: 7.9220876694, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5493125916
validation[          , genome  4714] predictions:    9659/  10000 (96.59%), best:    9692/10000 (96.92%), error:      1120.87549, best error:      1045.29456 on epoch:    73, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 114.9455337524s, input_fired_time: 1.3380504847, output_fired_time: 1.3591980934, propagate_forward_time: 42.3191757202, propagate_backward_time: 66.8572235107, weight_update_time: 0.1581677347, other_time: 3.0718841553
epoch time: 9.0664291382s, input_fired_time: 0.1660727412, output_fired_time: 0.0000000000, propagate_forward_time: 8.3722877502, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5280685425
validation[          , genome  4714] predictions:    9637/  10000 (96.37%), best:    9692/10000 (96.92%), error:      1171.17102, best error:      1045.29456 on epoch:    73, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 114.9452056885s, input_fired_time: 1.3383749723, output_fired_time: 1.3619300127, propagate_forward_time: 42.4317092896, propagate_backward_time: 66.7867126465, weight_update_time: 0.1581873894, other_time: 3.0264816284
epoch time: 9.1235246658s, input_fired_time: 0.1708493978, output_fired_time: 0.0000000000, propagate_forward_time: 8.4044208527, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5482540131
validation[          , genome  4714] predictions:    9680/  10000 (96.80%), best:    9692/10000 (96.92%), error:      1098.52319, best error:      1045.29456 on epoch:    73, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 116.0279083252s, input_fired_time: 1.3404381275, output_fired_time: 1.3694173098, propagate_forward_time: 42.8258895874, propagate_backward_time: 67.5068740845, weight_update_time: 0.1596812606, other_time: 2.9852905273
epoch time: 9.3916387558s, input_fired_time: 0.1693791598, output_fired_time: 0.0000000000, propagate_forward_time: 8.6742477417, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5480117798
validation[          , genome  4714] predictions:    9700/  10000 (97.00%), best:    9692/10000 (96.92%), error:      1076.69250, best error:      1045.29456 on epoch:    73, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 115.4488220215s, input_fired_time: 1.3329949379, output_fired_time: 1.3611574173, propagate_forward_time: 42.7292938232, propagate_backward_time: 67.0576019287, weight_update_time: 0.1594183892, other_time: 2.9677734375
epoch time: 9.3040647507s, input_fired_time: 0.1669467092, output_fired_time: 0.0000000000, propagate_forward_time: 8.6113758087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5257425308
validation[          , genome  4714] predictions:    9679/  10000 (96.79%), best:    9692/10000 (96.92%), error:      1114.19543, best error:      1045.29456 on epoch:    73, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 114.7864379883s, input_fired_time: 1.3361445665, output_fired_time: 1.3489774466, propagate_forward_time: 42.3803100586, propagate_backward_time: 66.7058715820, weight_update_time: 0.1577656120, other_time: 3.0151367188
epoch time: 9.0762596130s, input_fired_time: 0.1691912711, output_fired_time: 0.0000000000, propagate_forward_time: 8.3610820770, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5459861755
validation[          , genome  4714] predictions:    9675/  10000 (96.75%), best:    9692/10000 (96.92%), error:      1155.68030, best error:      1045.29456 on epoch:    73, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 115.2406768799s, input_fired_time: 1.3487755060, output_fired_time: 1.3563839197, propagate_forward_time: 42.5161895752, propagate_backward_time: 66.9662628174, weight_update_time: 0.1589877009, other_time: 3.0530624390
epoch time: 9.1042938232s, input_fired_time: 0.1675331146, output_fired_time: 0.0000000000, propagate_forward_time: 8.3898153305, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5469455719
validation[          , genome  4714] predictions:    9655/  10000 (96.55%), best:    9692/10000 (96.92%), error:      1204.45190, best error:      1045.29456 on epoch:    73, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 112.8636703491s, input_fired_time: 1.3213434219, output_fired_time: 1.3484454155, propagate_forward_time: 41.1911125183, propagate_backward_time: 65.9616088867, weight_update_time: 0.1570170075, other_time: 3.0411682129
epoch time: 9.7917222977s, input_fired_time: 0.1816773862, output_fired_time: 0.0000000000, propagate_forward_time: 9.0379095078, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5721349716
validation[          , genome  4714] predictions:    9671/  10000 (96.71%), best:    9692/10000 (96.92%), error:      1134.15918, best error:      1045.29456 on epoch:    73, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 115.1220855713s, input_fired_time: 1.3449847698, output_fired_time: 1.3558925390, propagate_forward_time: 42.3561248779, propagate_backward_time: 67.0287551880, weight_update_time: 0.1589676440, other_time: 3.0363235474
epoch time: 9.3449487686s, input_fired_time: 0.1712042242, output_fired_time: 0.0000000000, propagate_forward_time: 8.6389608383, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5347833633
validation[          , genome  4714] predictions:    9666/  10000 (96.66%), best:    9692/10000 (96.92%), error:      1152.25452, best error:      1045.29456 on epoch:    73, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 114.6949386597s, input_fired_time: 1.3479208946, output_fired_time: 1.3606677055, propagate_forward_time: 42.2271461487, propagate_backward_time: 66.7068328857, weight_update_time: 0.1577334255, other_time: 3.0523681641
epoch time: 9.3371458054s, input_fired_time: 0.1674670577, output_fired_time: 0.0000000000, propagate_forward_time: 8.6436958313, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5259828568
validation[          , genome  4714] predictions:    9689/  10000 (96.89%), best:    9692/10000 (96.92%), error:      1072.66455, best error:      1045.29456 on epoch:    73, 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: 46.7590446472s, input_fired_time: 0.8359592557, output_fired_time: 0.0000000000, propagate_forward_time: 43.2320098877, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6910743713
best training[          , genome  4714] predictions:   49197/  50000 (98.39%), best:    9692/10000 (96.92%), error:      2886.10547, best error:      1045.29456 on epoch:    73, 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: 9.0742416382s, input_fired_time: 0.1696210504, output_fired_time: 0.0000000000, propagate_forward_time: 8.3532047272, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5514154434
   testing[          , genome  4714] predictions:    9741/  10000 (97.41%), best:    9692/10000 (96.92%), error:       937.11420, best error:      1045.29456 on epoch:    73, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
11:51:42 (2444): called boinc_finish(0)

</stderr_txt>
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