Nameexact_genome_1512568488_45_4650_1
Workunit2594497
Created7 Dec 2017, 11:10:51 UTC
Sent7 Dec 2017, 11:12:02 UTC
Report deadline12 Dec 2017, 6:35:48 UTC
Received7 Dec 2017, 18:13:39 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52322
Run time2 hours 45 min 22 sec
CPU time2 hours 41 min 10 sec
Validate stateValid
Credit1,202.04
Device peak FLOPS2.94 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size154.30 MB
Peak swap size152.56 MB
Peak disk usage1.69 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.0990860686, output_fired_time: 0.0000000000, propagate_forward_time: 6.2000174522, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4534664154
validation[          , genome  4650] predictions:    9525/  10000 (95.25%), best:    9635/10000 (96.35%), error:      1457.86133, best error:      1194.50012 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 87.0833892822s, input_fired_time: 0.8162177205, output_fired_time: 0.8168605566, propagate_forward_time: 32.0798072815, propagate_backward_time: 50.7526969910, weight_update_time: 0.1671055853, other_time: 2.6178054810
epoch time: 7.1053662300s, input_fired_time: 0.1035828814, output_fired_time: 0.0000000000, propagate_forward_time: 6.5266222954, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4751610756
validation[          , genome  4650] predictions:    9533/  10000 (95.33%), best:    9635/10000 (96.35%), error:      1570.91809, best error:      1194.50012 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 87.6509399414s, input_fired_time: 0.8285232186, output_fired_time: 0.8316949010, propagate_forward_time: 32.3704376221, propagate_backward_time: 50.9749526978, weight_update_time: 0.1693421751, other_time: 2.6453323364
epoch time: 7.0928015709s, input_fired_time: 0.1027356759, output_fired_time: 0.0000000000, propagate_forward_time: 6.5236573219, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4664087296
validation[          , genome  4650] predictions:    9653/  10000 (96.53%), best:    9653/10000 (96.53%), error:      1154.17151, best error:      1154.17151 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 88.2737731934s, input_fired_time: 0.8341943622, output_fired_time: 0.8357107639, propagate_forward_time: 32.6129608154, propagate_backward_time: 51.3283271790, weight_update_time: 0.1688968688, other_time: 2.6625785828
epoch time: 7.1281204224s, input_fired_time: 0.1048057377, output_fired_time: 0.0000000000, propagate_forward_time: 6.5472235680, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4760909081
validation[          , genome  4650] predictions:    9638/  10000 (96.38%), best:    9653/10000 (96.53%), error:      1219.32019, best error:      1154.17151 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 88.0257873535s, input_fired_time: 0.8349170089, output_fired_time: 0.8263590336, propagate_forward_time: 32.5509452820, propagate_backward_time: 51.1581077576, weight_update_time: 0.1703663617, other_time: 2.6554565430
epoch time: 6.5753293037s, input_fired_time: 0.0972723737, output_fired_time: 0.0000000000, propagate_forward_time: 6.0313873291, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4466695786
validation[          , genome  4650] predictions:    9663/  10000 (96.63%), best:    9663/10000 (96.63%), error:      1119.72339, best error:      1119.72339 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 87.9709091187s, input_fired_time: 0.8270196319, output_fired_time: 0.8256493807, propagate_forward_time: 32.4400405884, propagate_backward_time: 51.2324714661, weight_update_time: 0.1701103300, other_time: 2.6457252502
epoch time: 7.0949144363s, input_fired_time: 0.1041895971, output_fired_time: 0.0000000000, propagate_forward_time: 6.5215945244, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4691305161
validation[          , genome  4650] predictions:    9659/  10000 (96.59%), best:    9663/10000 (96.63%), error:      1132.43420, best error:      1119.72339 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 88.4023971558s, input_fired_time: 0.8360217214, output_fired_time: 0.8332926035, propagate_forward_time: 32.7615814209, propagate_backward_time: 51.3212585449, weight_update_time: 0.1707115322, other_time: 2.6502456665
epoch time: 7.1873459816s, input_fired_time: 0.1044255346, output_fired_time: 0.0000000000, propagate_forward_time: 6.6104989052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4724216461
validation[          , genome  4650] predictions:    9645/  10000 (96.45%), best:    9663/10000 (96.63%), error:      1179.17883, best error:      1119.72339 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 88.1587524414s, input_fired_time: 0.8300051689, output_fired_time: 0.8326957226, propagate_forward_time: 32.6129646301, propagate_backward_time: 51.2287063599, weight_update_time: 0.1715377420, other_time: 2.6543846130
epoch time: 7.0882449150s, input_fired_time: 0.1060380265, output_fired_time: 0.0000000000, propagate_forward_time: 6.5111908913, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4710159302
validation[          , genome  4650] predictions:    9596/  10000 (95.96%), best:    9663/10000 (96.63%), error:      1343.25354, best error:      1119.72339 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 87.3276977539s, input_fired_time: 0.8265265226, output_fired_time: 0.8236787915, propagate_forward_time: 32.2235870361, propagate_backward_time: 50.8271484375, weight_update_time: 0.1657164246, other_time: 2.6267623901
epoch time: 6.9149193764s, input_fired_time: 0.1019023061, output_fired_time: 0.0000000000, propagate_forward_time: 6.3482580185, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4647588730
validation[          , genome  4650] predictions:    9647/  10000 (96.47%), best:    9663/10000 (96.63%), error:      1202.23132, best error:      1119.72339 on epoch:    18, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 88.1857147217s, input_fired_time: 0.8327586055, output_fired_time: 0.8365865946, propagate_forward_time: 32.4372787476, propagate_backward_time: 51.4323539734, weight_update_time: 0.1698896289, other_time: 2.6467399597
epoch time: 6.5814428329s, input_fired_time: 0.0986470655, output_fired_time: 0.0000000000, propagate_forward_time: 6.0349049568, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4478907585
validation[          , genome  4650] predictions:    9631/  10000 (96.31%), best:    9663/10000 (96.63%), error:      1241.32446, best error:      1119.72339 on epoch:    18, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 88.7744369507s, input_fired_time: 0.8431409597, output_fired_time: 0.8331215978, propagate_forward_time: 32.8418540955, propagate_backward_time: 51.5805892944, weight_update_time: 0.1698544770, other_time: 2.6757316589
epoch time: 6.7725744247s, input_fired_time: 0.1003348008, output_fired_time: 0.0000000000, propagate_forward_time: 6.2118582726, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4603815079
validation[          , genome  4650] predictions:    9638/  10000 (96.38%), best:    9663/10000 (96.63%), error:      1250.36243, best error:      1119.72339 on epoch:    18, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 87.4168167114s, input_fired_time: 0.8324272037, output_fired_time: 0.8246942759, propagate_forward_time: 32.2496681213, propagate_backward_time: 50.8448028564, weight_update_time: 0.1702738553, other_time: 2.6652259827
epoch time: 7.2248740196s, input_fired_time: 0.1041490957, output_fired_time: 0.0000000000, propagate_forward_time: 6.6448454857, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4758796692
validation[          , genome  4650] predictions:    9661/  10000 (96.61%), best:    9661/10000 (96.61%), error:      1112.93628, best error:      1112.93628 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 88.5280838013s, input_fired_time: 0.8404986858, output_fired_time: 0.8372473717, propagate_forward_time: 32.7379226685, propagate_backward_time: 51.4616508484, weight_update_time: 0.1702120006, other_time: 2.6507606506
epoch time: 6.7177500725s, input_fired_time: 0.1023732424, output_fired_time: 0.0000000000, propagate_forward_time: 6.1509351730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4644417763
validation[          , genome  4650] predictions:    9648/  10000 (96.48%), best:    9661/10000 (96.61%), error:      1161.59827, best error:      1112.93628 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 88.6379852295s, input_fired_time: 0.8400928378, output_fired_time: 0.8360249400, propagate_forward_time: 32.8153228760, propagate_backward_time: 51.4742317200, weight_update_time: 0.1696127951, other_time: 2.6723136902
epoch time: 7.2698278427s, input_fired_time: 0.1046957448, output_fired_time: 0.0000000000, propagate_forward_time: 6.6902270317, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4749050140
validation[          , genome  4650] predictions:    9677/  10000 (96.77%), best:    9677/10000 (96.77%), error:      1059.05530, best error:      1059.05530 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 88.0154571533s, input_fired_time: 0.8348904848, output_fired_time: 0.8357043266, propagate_forward_time: 32.5147323608, propagate_backward_time: 51.1847229004, weight_update_time: 0.1700828969, other_time: 2.6454086304
epoch time: 6.9410934448s, input_fired_time: 0.1022620052, output_fired_time: 0.0000000000, propagate_forward_time: 6.3768935204, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4619379044
validation[          , genome  4650] predictions:    9620/  10000 (96.20%), best:    9677/10000 (96.77%), error:      1233.55859, best error:      1059.05530 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 88.5291748047s, input_fired_time: 0.8410145640, output_fired_time: 0.8353910446, propagate_forward_time: 32.7361640930, propagate_backward_time: 51.4327049255, weight_update_time: 0.1717474610, other_time: 2.6839065552
epoch time: 7.2089810371s, input_fired_time: 0.1043890566, output_fired_time: 0.0000000000, propagate_forward_time: 6.6324305534, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4721612930
validation[          , genome  4650] predictions:    9685/  10000 (96.85%), best:    9685/10000 (96.85%), error:      1045.05664, best error:      1045.05664 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 88.5302963257s, input_fired_time: 0.8437910676, output_fired_time: 0.8351789117, propagate_forward_time: 32.6907081604, propagate_backward_time: 51.4854660034, weight_update_time: 0.1709750593, other_time: 2.6751518250
epoch time: 7.0031332970s, input_fired_time: 0.1067369580, output_fired_time: 0.0000000000, propagate_forward_time: 6.4182615280, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4781346321
validation[          , genome  4650] predictions:    9656/  10000 (96.56%), best:    9685/10000 (96.85%), error:      1153.78857, best error:      1045.05664 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 88.4319076538s, input_fired_time: 0.8378311992, output_fired_time: 0.8336844444, propagate_forward_time: 32.7246627808, propagate_backward_time: 51.3666725159, weight_update_time: 0.1709025055, other_time: 2.6690559387
epoch time: 7.1230835915s, input_fired_time: 0.1063629910, output_fired_time: 0.0000000000, propagate_forward_time: 6.5380768776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4786438942
validation[          , genome  4650] predictions:    9680/  10000 (96.80%), best:    9685/10000 (96.85%), error:      1049.52173, best error:      1045.05664 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 88.1375961304s, input_fired_time: 0.8378632665, output_fired_time: 0.8323647380, propagate_forward_time: 32.5210723877, propagate_backward_time: 51.2862091064, weight_update_time: 0.1678427160, other_time: 2.6600875854
epoch time: 7.2539997101s, input_fired_time: 0.1085710749, output_fired_time: 0.0000000000, propagate_forward_time: 6.6591410637, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4862875938
validation[          , genome  4650] predictions:    9673/  10000 (96.73%), best:    9685/10000 (96.85%), error:      1090.38611, best error:      1045.05664 on epoch:    29, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 88.2317276001s, input_fired_time: 0.8376762867, output_fired_time: 0.8293927908, propagate_forward_time: 32.6492195129, propagate_backward_time: 51.2625808716, weight_update_time: 0.1687575281, other_time: 2.6528587341
epoch time: 7.0896759033s, input_fired_time: 0.1040943712, output_fired_time: 0.0000000000, propagate_forward_time: 6.5189352036, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4666461945
validation[          , genome  4650] predictions:    9684/  10000 (96.84%), best:    9685/10000 (96.85%), error:      1050.37634, best error:      1045.05664 on epoch:    29, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 88.6140213013s, input_fired_time: 0.8402641416, output_fired_time: 0.8383067250, propagate_forward_time: 32.7642860413, propagate_backward_time: 51.5170822144, weight_update_time: 0.1710231751, other_time: 2.6540794373
epoch time: 7.1366071701s, input_fired_time: 0.1076642647, output_fired_time: 0.0000000000, propagate_forward_time: 6.5528144836, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4761285782
validation[          , genome  4650] predictions:    9657/  10000 (96.57%), best:    9685/10000 (96.85%), error:      1178.64258, best error:      1045.05664 on epoch:    29, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 88.4802398682s, input_fired_time: 0.8407955170, output_fired_time: 0.8313382268, propagate_forward_time: 32.7413215637, propagate_backward_time: 51.4172172546, weight_update_time: 0.1705787778, other_time: 2.6495666504
epoch time: 7.1320800781s, input_fired_time: 0.1060740724, output_fired_time: 0.0000000000, propagate_forward_time: 6.5398626328, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4861435890
validation[          , genome  4650] predictions:    9682/  10000 (96.82%), best:    9682/10000 (96.82%), error:      1034.90393, best error:      1034.90393 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 88.4004592896s, input_fired_time: 0.8458624482, output_fired_time: 0.8386442661, propagate_forward_time: 32.6587791443, propagate_backward_time: 51.4133796692, weight_update_time: 0.1685292870, other_time: 2.6437911987
epoch time: 6.9860453606s, input_fired_time: 0.1035895273, output_fired_time: 0.0000000000, propagate_forward_time: 6.4208931923, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4615626335
validation[          , genome  4650] predictions:    9688/  10000 (96.88%), best:    9688/10000 (96.88%), error:      1007.62585, best error:      1007.62585 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 87.6902084351s, input_fired_time: 0.8380897045, output_fired_time: 0.8303629160, propagate_forward_time: 32.3352508545, propagate_backward_time: 51.0429039001, weight_update_time: 0.1677964628, other_time: 2.6436042786
epoch time: 7.1703934669s, input_fired_time: 0.1079678386, output_fired_time: 0.0000000000, propagate_forward_time: 6.5906944275, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4717311859
validation[          , genome  4650] predictions:    9643/  10000 (96.43%), best:    9688/10000 (96.88%), error:      1166.19324, best error:      1007.62585 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 87.9958114624s, input_fired_time: 0.8372181058, output_fired_time: 0.8333922625, propagate_forward_time: 32.5547943115, propagate_backward_time: 51.1165046692, weight_update_time: 0.1685963720, other_time: 2.6539039612
epoch time: 7.0838971138s, input_fired_time: 0.1066199020, output_fired_time: 0.0000000000, propagate_forward_time: 6.5101037025, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4671735764
validation[          , genome  4650] predictions:    9657/  10000 (96.57%), best:    9688/10000 (96.88%), error:      1135.26025, best error:      1007.62585 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 88.5434265137s, input_fired_time: 0.8425396681, output_fired_time: 0.8307505846, propagate_forward_time: 32.6668281555, propagate_backward_time: 51.5403137207, weight_update_time: 0.1690407395, other_time: 2.6629981995
epoch time: 7.1905541420s, input_fired_time: 0.1081210300, output_fired_time: 0.0000000000, propagate_forward_time: 6.6072511673, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4751820564
validation[          , genome  4650] predictions:    9655/  10000 (96.55%), best:    9688/10000 (96.88%), error:      1128.40942, best error:      1007.62585 on epoch:    36, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 88.1243820190s, input_fired_time: 0.8379166722, output_fired_time: 0.8252856135, propagate_forward_time: 32.6216239929, propagate_backward_time: 51.1660194397, weight_update_time: 0.1720857173, other_time: 2.6735382080
epoch time: 6.9326643944s, input_fired_time: 0.1023412123, output_fired_time: 0.0000000000, propagate_forward_time: 6.3694906235, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4608325958
validation[          , genome  4650] predictions:    9690/  10000 (96.90%), best:    9688/10000 (96.88%), error:      1054.35059, best error:      1007.62585 on epoch:    36, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 88.4598159790s, input_fired_time: 0.8410046101, output_fired_time: 0.8356949091, propagate_forward_time: 32.6487541199, propagate_backward_time: 51.4732360840, weight_update_time: 0.1700424254, other_time: 2.6611289978
epoch time: 6.6723184586s, input_fired_time: 0.1006922871, output_fired_time: 0.0000000000, propagate_forward_time: 6.1151227951, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4565033913
validation[          , genome  4650] predictions:    9575/  10000 (95.75%), best:    9688/10000 (96.88%), error:      1367.28381, best error:      1007.62585 on epoch:    36, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 87.1737213135s, input_fired_time: 0.8392794728, output_fired_time: 0.8186679482, propagate_forward_time: 32.1094970703, propagate_backward_time: 50.7442321777, weight_update_time: 0.1672915518, other_time: 2.6620483398
epoch time: 7.2267022133s, input_fired_time: 0.1084388718, output_fired_time: 0.0000000000, propagate_forward_time: 6.6383895874, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4798736572
validation[          , genome  4650] predictions:    9679/  10000 (96.79%), best:    9688/10000 (96.88%), error:      1097.29614, best error:      1007.62585 on epoch:    36, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 88.6318740845s, input_fired_time: 0.8430954814, output_fired_time: 0.8361571431, propagate_forward_time: 32.7644157410, propagate_backward_time: 51.5216026306, weight_update_time: 0.1718138009, other_time: 2.6666030884
epoch time: 7.2849593163s, input_fired_time: 0.1091582999, output_fired_time: 0.0000000000, propagate_forward_time: 6.7016367912, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4741640091
validation[          , genome  4650] predictions:    9674/  10000 (96.74%), best:    9674/10000 (96.74%), error:      1002.70477, best error:      1002.70477 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 88.7919235229s, input_fired_time: 0.8471168876, output_fired_time: 0.8360626698, propagate_forward_time: 32.7793769836, propagate_backward_time: 51.6788444519, weight_update_time: 0.1686093956, other_time: 2.6505279541
epoch time: 7.0028109550s, input_fired_time: 0.1040035188, output_fired_time: 0.0000000000, propagate_forward_time: 6.4320783615, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4667291641
validation[          , genome  4650] predictions:    9642/  10000 (96.42%), best:    9674/10000 (96.74%), error:      1169.16553, best error:      1002.70477 on epoch:    43, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 87.4124374390s, input_fired_time: 0.8386387825, output_fired_time: 0.8329180479, propagate_forward_time: 32.1994667053, propagate_backward_time: 50.8889694214, weight_update_time: 0.1697597206, other_time: 2.6524467468
epoch time: 7.0118684769s, input_fired_time: 0.1056111157, output_fired_time: 0.0000000000, propagate_forward_time: 6.4248175621, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4814395905
validation[          , genome  4650] predictions:    9696/  10000 (96.96%), best:    9674/10000 (96.74%), error:      1062.09778, best error:      1002.70477 on epoch:    43, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 87.9639892578s, input_fired_time: 0.8378418684, output_fired_time: 0.8364665508, propagate_forward_time: 32.5263862610, propagate_backward_time: 51.1118125916, weight_update_time: 0.1692789048, other_time: 2.6514816284
epoch time: 7.2159123421s, input_fired_time: 0.1081348360, output_fired_time: 0.0000000000, propagate_forward_time: 6.6326189041, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4751586914
validation[          , genome  4650] predictions:    9660/  10000 (96.60%), best:    9674/10000 (96.74%), error:      1109.15503, best error:      1002.70477 on epoch:    43, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 88.3367080688s, input_fired_time: 0.8400908113, output_fired_time: 0.8339830041, propagate_forward_time: 32.6183052063, propagate_backward_time: 51.3876113892, weight_update_time: 0.1693037748, other_time: 2.6567192078
epoch time: 7.0938568115s, input_fired_time: 0.1075636521, output_fired_time: 0.0000000000, propagate_forward_time: 6.5131769180, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4731163979
validation[          , genome  4650] predictions:    9583/  10000 (95.83%), best:    9674/10000 (96.74%), error:      1394.17273, best error:      1002.70477 on epoch:    43, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 88.2823181152s, input_fired_time: 0.8437439799, output_fired_time: 0.8360474706, propagate_forward_time: 32.6222496033, propagate_backward_time: 51.3378334045, weight_update_time: 0.1693372130, other_time: 2.6424484253
epoch time: 7.0478792191s, input_fired_time: 0.1052201763, output_fired_time: 0.0000000000, propagate_forward_time: 6.4753003120, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4673585892
validation[          , genome  4650] predictions:    9681/  10000 (96.81%), best:    9674/10000 (96.74%), error:      1033.63281, best error:      1002.70477 on epoch:    43, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 87.6133270264s, input_fired_time: 0.8415603638, output_fired_time: 0.8255525827, propagate_forward_time: 32.3538246155, propagate_backward_time: 50.9641418457, weight_update_time: 0.1664079279, other_time: 2.6282463074
epoch time: 6.7074303627s, input_fired_time: 0.1025272980, output_fired_time: 0.0000000000, propagate_forward_time: 6.1473569870, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4575462341
validation[          , genome  4650] predictions:    9663/  10000 (96.63%), best:    9674/10000 (96.74%), error:      1064.32349, best error:      1002.70477 on epoch:    43, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 87.3952560425s, input_fired_time: 0.8385257721, output_fired_time: 0.8256064057, propagate_forward_time: 32.3642120361, propagate_backward_time: 50.7302742004, weight_update_time: 0.1676789820, other_time: 2.6366386414
epoch time: 7.2403068542s, input_fired_time: 0.1070717275, output_fired_time: 0.0000000000, propagate_forward_time: 6.6532011032, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4800338745
validation[          , genome  4650] predictions:    9669/  10000 (96.69%), best:    9674/10000 (96.74%), error:      1094.41602, best error:      1002.70477 on epoch:    43, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 88.3077926636s, input_fired_time: 0.8481226563, output_fired_time: 0.8309773207, propagate_forward_time: 32.6743240356, propagate_backward_time: 51.3111267090, weight_update_time: 0.1690239012, other_time: 2.6432418823
epoch time: 7.2072596550s, input_fired_time: 0.1077065319, output_fired_time: 0.0000000000, propagate_forward_time: 6.6303334236, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4692196846
validation[          , genome  4650] predictions:    9693/  10000 (96.93%), best:    9674/10000 (96.74%), error:      1002.96295, best error:      1002.70477 on epoch:    43, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 87.8559036255s, input_fired_time: 0.8404454589, output_fired_time: 0.8281135559, propagate_forward_time: 32.4676322937, propagate_backward_time: 51.0521316528, weight_update_time: 0.1687259972, other_time: 2.6675834656
epoch time: 7.1554369926s, input_fired_time: 0.1055095643, output_fired_time: 0.0000000000, propagate_forward_time: 6.5846652985, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4652619362
validation[          , genome  4650] predictions:    9698/  10000 (96.98%), best:    9674/10000 (96.74%), error:      1068.75073, best error:      1002.70477 on epoch:    43, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 88.2790374756s, input_fired_time: 0.8459860086, output_fired_time: 0.8345545530, propagate_forward_time: 32.5244216919, propagate_backward_time: 51.3929824829, weight_update_time: 0.1687238365, other_time: 2.6810913086
epoch time: 7.0388092995s, input_fired_time: 0.1060344279, output_fired_time: 0.0000000000, propagate_forward_time: 6.4626884460, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4700865746
validation[          , genome  4650] predictions:    9644/  10000 (96.44%), best:    9674/10000 (96.74%), error:      1181.51660, best error:      1002.70477 on epoch:    43, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 88.0427474976s, input_fired_time: 0.8419461846, output_fired_time: 0.8336580992, propagate_forward_time: 32.4567222595, propagate_backward_time: 51.2661399841, weight_update_time: 0.1678925604, other_time: 2.6442794800
epoch time: 7.1076955795s, input_fired_time: 0.1061693728, output_fired_time: 0.0000000000, propagate_forward_time: 6.5333938599, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4681324959
validation[          , genome  4650] predictions:    9675/  10000 (96.75%), best:    9674/10000 (96.74%), error:      1030.99817, best error:      1002.70477 on epoch:    43, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 88.1422958374s, input_fired_time: 0.8430603743, output_fired_time: 0.8386375904, propagate_forward_time: 32.4821166992, propagate_backward_time: 51.3298721313, weight_update_time: 0.1704230607, other_time: 2.6486053467
epoch time: 7.0304460526s, input_fired_time: 0.1065326184, output_fired_time: 0.0000000000, propagate_forward_time: 6.4595975876, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4643158913
validation[          , genome  4650] predictions:    9670/  10000 (96.70%), best:    9674/10000 (96.74%), error:      1117.88135, best error:      1002.70477 on epoch:    43, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 87.7541809082s, input_fired_time: 0.8451826572, output_fired_time: 0.8230878115, propagate_forward_time: 32.4960784912, propagate_backward_time: 50.9466857910, weight_update_time: 0.1704817563, other_time: 2.6431427002
epoch time: 7.0350108147s, input_fired_time: 0.1039323211, output_fired_time: 0.0000000000, propagate_forward_time: 6.4666781425, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4644002914
validation[          , genome  4650] predictions:    9643/  10000 (96.43%), best:    9674/10000 (96.74%), error:      1224.87964, best error:      1002.70477 on epoch:    43, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 88.3971328735s, input_fired_time: 0.8428969979, output_fired_time: 0.8288317919, propagate_forward_time: 32.5945549011, propagate_backward_time: 51.4663352966, weight_update_time: 0.1724333912, other_time: 2.6645126343
epoch time: 6.8855662346s, input_fired_time: 0.1046601757, output_fired_time: 0.0000000000, propagate_forward_time: 6.3154668808, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4654393196
validation[          , genome  4650] predictions:    9705/  10000 (97.05%), best:    9705/10000 (97.05%), error:       998.72791, best error:       998.72791 on epoch:    57, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 88.8170928955s, input_fired_time: 0.8520466089, output_fired_time: 0.8362284899, propagate_forward_time: 32.8468360901, propagate_backward_time: 51.6130218506, weight_update_time: 0.1697752625, other_time: 2.6689643860
epoch time: 7.0571470261s, input_fired_time: 0.1054743901, output_fired_time: 0.0000000000, propagate_forward_time: 6.4777455330, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4739270210
validation[          , genome  4650] predictions:    9582/  10000 (95.82%), best:    9705/10000 (97.05%), error:      1387.06689, best error:       998.72791 on epoch:    57, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 87.5843429565s, input_fired_time: 0.8372859955, output_fired_time: 0.8291740417, propagate_forward_time: 32.2631530762, propagate_backward_time: 51.0157661438, weight_update_time: 0.1670017689, other_time: 2.6389579773
epoch time: 6.9338378906s, input_fired_time: 0.1061310545, output_fired_time: 0.0000000000, propagate_forward_time: 6.3665566444, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4611501694
validation[          , genome  4650] predictions:    9518/  10000 (95.18%), best:    9705/10000 (97.05%), error:      1582.46228, best error:       998.72791 on epoch:    57, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 88.6033096313s, input_fired_time: 0.8494876623, output_fired_time: 0.8433699608, propagate_forward_time: 32.7763099670, propagate_backward_time: 51.4631805420, weight_update_time: 0.1689249873, other_time: 2.6709632874
epoch time: 7.1465415955s, input_fired_time: 0.1071607694, output_fired_time: 0.0000000000, propagate_forward_time: 6.5616841316, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4776968956
validation[          , genome  4650] predictions:    9691/  10000 (96.91%), best:    9705/10000 (97.05%), error:      1105.88062, best error:       998.72791 on epoch:    57, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 88.3428955078s, input_fired_time: 0.8412467837, output_fired_time: 0.8322677016, propagate_forward_time: 32.5963325500, propagate_backward_time: 51.4183158875, weight_update_time: 0.1708303243, other_time: 2.6547317505
epoch time: 7.2632741928s, input_fired_time: 0.1100695878, output_fired_time: 0.0000000000, propagate_forward_time: 6.6674351692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4857692719
validation[          , genome  4650] predictions:    9646/  10000 (96.46%), best:    9705/10000 (97.05%), error:      1197.18372, best error:       998.72791 on epoch:    57, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 88.2913818359s, input_fired_time: 0.8471112847, output_fired_time: 0.8301618695, propagate_forward_time: 32.6151046753, propagate_backward_time: 51.3487510681, weight_update_time: 0.1720612794, other_time: 2.6502494812
epoch time: 6.8824987411s, input_fired_time: 0.1046722159, output_fired_time: 0.0000000000, propagate_forward_time: 6.3152532578, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4625730515
validation[          , genome  4650] predictions:    9635/  10000 (96.35%), best:    9705/10000 (97.05%), error:      1176.48193, best error:       998.72791 on epoch:    57, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 88.5451278687s, input_fired_time: 0.8571864963, output_fired_time: 0.8396466970, propagate_forward_time: 32.6684875488, propagate_backward_time: 51.5118331909, weight_update_time: 0.1711121351, other_time: 2.6679763794
epoch time: 7.0041303635s, input_fired_time: 0.1054410189, output_fired_time: 0.0000000000, propagate_forward_time: 6.4290194511, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4696698189
validation[          , genome  4650] predictions:    9707/  10000 (97.07%), best:    9707/10000 (97.07%), error:       976.32520, best error:       976.32520 on epoch:    63, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 87.2324905396s, input_fired_time: 0.8411806226, output_fired_time: 0.8248978257, propagate_forward_time: 32.1574707031, propagate_backward_time: 50.7779045105, weight_update_time: 0.1688733846, other_time: 2.6310386658
epoch time: 7.1475696564s, input_fired_time: 0.1082483605, output_fired_time: 0.0000000000, propagate_forward_time: 6.5718245506, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4674968719
validation[          , genome  4650] predictions:    9694/  10000 (96.94%), best:    9707/10000 (97.07%), error:      1051.74524, best error:       976.32520 on epoch:    63, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 88.0440673828s, input_fired_time: 0.8408576846, output_fired_time: 0.8274976611, propagate_forward_time: 32.4777450562, propagate_backward_time: 51.2358055115, weight_update_time: 0.1717184931, other_time: 2.6621589661
epoch time: 7.2501535416s, input_fired_time: 0.1093368158, output_fired_time: 0.0000000000, propagate_forward_time: 6.6603593826, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4804573059
validation[          , genome  4650] predictions:    9679/  10000 (96.79%), best:    9707/10000 (97.07%), error:      1056.15198, best error:       976.32520 on epoch:    63, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 87.8466033936s, input_fired_time: 0.8440987468, output_fired_time: 0.8267841935, propagate_forward_time: 32.4964866638, propagate_backward_time: 51.0407218933, weight_update_time: 0.1690343916, other_time: 2.6385116577
epoch time: 7.2651534081s, input_fired_time: 0.1092183962, output_fired_time: 0.0000000000, propagate_forward_time: 6.6814723015, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4744625092
validation[          , genome  4650] predictions:    9692/  10000 (96.92%), best:    9707/10000 (97.07%), error:      1005.34229, best error:       976.32520 on epoch:    63, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 88.1585922241s, input_fired_time: 0.8529760242, output_fired_time: 0.8275603056, propagate_forward_time: 32.5728302002, propagate_backward_time: 51.2546043396, weight_update_time: 0.1703437418, other_time: 2.6506233215
epoch time: 7.1615357399s, input_fired_time: 0.1080525070, output_fired_time: 0.0000000000, propagate_forward_time: 6.5837664604, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4697165489
validation[          , genome  4650] predictions:    9679/  10000 (96.79%), best:    9707/10000 (97.07%), error:      1074.19849, best error:       976.32520 on epoch:    63, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 88.5482788086s, input_fired_time: 0.8543941379, output_fired_time: 0.8336607814, propagate_forward_time: 32.6899223328, propagate_backward_time: 51.5170135498, weight_update_time: 0.1692002118, other_time: 2.6532859802
epoch time: 7.2448606491s, input_fired_time: 0.1094743609, output_fired_time: 0.0000000000, propagate_forward_time: 6.6556305885, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4797558784
validation[          , genome  4650] predictions:    9650/  10000 (96.50%), best:    9707/10000 (97.07%), error:      1109.86865, best error:       976.32520 on epoch:    63, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 88.6146392822s, input_fired_time: 0.8500224352, output_fired_time: 0.8359780312, propagate_forward_time: 32.7701301575, propagate_backward_time: 51.4988861084, weight_update_time: 0.1695549041, other_time: 2.6596260071
epoch time: 7.1502513885s, input_fired_time: 0.1085862592, output_fired_time: 0.0000000000, propagate_forward_time: 6.5697994232, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4718656540
validation[          , genome  4650] predictions:    9671/  10000 (96.71%), best:    9707/10000 (97.07%), error:      1116.90051, best error:       976.32520 on epoch:    63, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 87.8780212402s, input_fired_time: 0.8482901454, output_fired_time: 0.8279377818, propagate_forward_time: 32.4046974182, propagate_backward_time: 51.1369018555, weight_update_time: 0.1699409485, other_time: 2.6601982117
epoch time: 7.2145481110s, input_fired_time: 0.1085213125, output_fired_time: 0.0000000000, propagate_forward_time: 6.6322760582, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4737505913
validation[          , genome  4650] predictions:    9675/  10000 (96.75%), best:    9707/10000 (97.07%), error:      1041.50793, best error:       976.32520 on epoch:    63, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 88.9775848389s, input_fired_time: 0.8532444239, output_fired_time: 0.8354192972, propagate_forward_time: 32.8916320801, propagate_backward_time: 51.7122612000, weight_update_time: 0.1731631309, other_time: 2.6850318909
epoch time: 7.1178107262s, input_fired_time: 0.1095353365, output_fired_time: 0.0000000000, propagate_forward_time: 6.5410571098, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4672183990
validation[          , genome  4650] predictions:    9639/  10000 (96.39%), best:    9707/10000 (97.07%), error:      1112.57251, best error:       976.32520 on epoch:    63, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 88.1421127319s, input_fired_time: 0.8493227959, output_fired_time: 0.8309174776, propagate_forward_time: 32.5480728149, propagate_backward_time: 51.2565460205, weight_update_time: 0.1704395264, other_time: 2.6572570801
epoch time: 7.0220494270s, input_fired_time: 0.1058590710, output_fired_time: 0.0000000000, propagate_forward_time: 6.4526057243, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4635844231
validation[          , genome  4650] predictions:    9629/  10000 (96.29%), best:    9707/10000 (97.07%), error:      1196.56152, best error:       976.32520 on epoch:    63, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 88.0999221802s, input_fired_time: 0.8480927348, output_fired_time: 0.8284580708, propagate_forward_time: 32.4067344666, propagate_backward_time: 51.3478431702, weight_update_time: 0.1688780934, other_time: 2.6687927246
epoch time: 7.1624512672s, input_fired_time: 0.1081628352, output_fired_time: 0.0000000000, propagate_forward_time: 6.5797004700, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4745879173
validation[          , genome  4650] predictions:    9653/  10000 (96.53%), best:    9707/10000 (97.07%), error:      1159.71790, best error:       976.32520 on epoch:    63, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 88.5177230835s, input_fired_time: 0.8515005112, output_fired_time: 0.8316869736, propagate_forward_time: 32.6310920715, propagate_backward_time: 51.5389404297, weight_update_time: 0.1714179814, other_time: 2.6645011902
epoch time: 7.0838694572s, input_fired_time: 0.1101448610, output_fired_time: 0.0000000000, propagate_forward_time: 6.4959483147, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4777760506
validation[          , genome  4650] predictions:    9668/  10000 (96.68%), best:    9707/10000 (97.07%), error:      1111.37744, best error:       976.32520 on epoch:    63, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 88.2985916138s, input_fired_time: 0.8519151807, output_fired_time: 0.8355131149, propagate_forward_time: 32.5976638794, propagate_backward_time: 51.3436546326, weight_update_time: 0.1701440066, other_time: 2.6698493958
epoch time: 7.0692381859s, input_fired_time: 0.1059303433, output_fired_time: 0.0000000000, propagate_forward_time: 6.4927258492, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4705820084
validation[          , genome  4650] predictions:    9701/  10000 (97.01%), best:    9707/10000 (97.07%), error:      1002.93756, best error:       976.32520 on epoch:    63, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 88.2334365845s, input_fired_time: 0.8507109284, output_fired_time: 0.8335597515, propagate_forward_time: 32.6130599976, propagate_backward_time: 51.2898521423, weight_update_time: 0.1693986654, other_time: 2.6462593079
epoch time: 6.9828262329s, input_fired_time: 0.1054237038, output_fired_time: 0.0000000000, propagate_forward_time: 6.4097380638, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4676642418
validation[          , genome  4650] predictions:    9637/  10000 (96.37%), best:    9707/10000 (97.07%), error:      1140.54724, best error:       976.32520 on epoch:    63, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 88.5681381226s, input_fired_time: 0.8548300266, output_fired_time: 0.8379851580, propagate_forward_time: 32.6656951904, propagate_backward_time: 51.5489196777, weight_update_time: 0.1706527174, other_time: 2.6607131958
epoch time: 6.7534027100s, input_fired_time: 0.1041086614, output_fired_time: 0.0000000000, propagate_forward_time: 6.1919445992, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4573493004
validation[          , genome  4650] predictions:    9678/  10000 (96.78%), best:    9707/10000 (97.07%), error:      1106.30518, best error:       976.32520 on epoch:    63, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 88.0992584229s, input_fired_time: 0.8546003699, output_fired_time: 0.8282039762, propagate_forward_time: 32.5949935913, propagate_backward_time: 51.1572875977, weight_update_time: 0.1701980978, other_time: 2.6641769409
epoch time: 7.2141790390s, input_fired_time: 0.1082728654, output_fired_time: 0.0000000000, propagate_forward_time: 6.6267848015, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4791212082
validation[          , genome  4650] predictions:    9638/  10000 (96.38%), best:    9707/10000 (97.07%), error:      1197.99854, best error:       976.32520 on epoch:    63, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 87.8567352295s, input_fired_time: 0.8507093787, output_fired_time: 0.8275003433, propagate_forward_time: 32.5088081360, propagate_backward_time: 51.0378036499, weight_update_time: 0.1686943769, other_time: 2.6319160461
epoch time: 7.0430469513s, input_fired_time: 0.1101754978, output_fired_time: 0.0000000000, propagate_forward_time: 6.4639730453, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4688982964
validation[          , genome  4650] predictions:    9623/  10000 (96.23%), best:    9707/10000 (97.07%), error:      1228.00586, best error:       976.32520 on epoch:    63, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 88.1895141602s, input_fired_time: 0.8504961133, output_fired_time: 0.8354192972, propagate_forward_time: 32.5930366516, propagate_backward_time: 51.2749290466, weight_update_time: 0.1719639003, other_time: 2.6356353760
epoch time: 7.0754017830s, input_fired_time: 0.1069186181, output_fired_time: 0.0000000000, propagate_forward_time: 6.5022168159, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4662661552
validation[          , genome  4650] predictions:    9700/  10000 (97.00%), best:    9707/10000 (97.07%), error:      1003.94458, best error:       976.32520 on epoch:    63, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 88.4539642334s, input_fired_time: 0.8496873975, output_fired_time: 0.8284603357, propagate_forward_time: 32.6091957092, propagate_backward_time: 51.5214920044, weight_update_time: 0.1705009043, other_time: 2.6451301575
epoch time: 6.9201192856s, input_fired_time: 0.1076028347, output_fired_time: 0.0000000000, propagate_forward_time: 6.3361420631, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4763741493
validation[          , genome  4650] predictions:    9685/  10000 (96.85%), best:    9707/10000 (97.07%), error:      1080.28174, best error:       976.32520 on epoch:    63, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 87.2731399536s, input_fired_time: 0.8494098186, output_fired_time: 0.8254463673, propagate_forward_time: 32.1789131165, propagate_backward_time: 50.7901992798, weight_update_time: 0.1672540158, other_time: 2.6291694641
epoch time: 7.1875181198s, input_fired_time: 0.1096195355, output_fired_time: 0.0000000000, propagate_forward_time: 6.5946135521, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4832849503
validation[          , genome  4650] predictions:    9698/  10000 (96.98%), best:    9707/10000 (97.07%), error:      1037.14343, best error:       976.32520 on epoch:    63, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 88.2447357178s, input_fired_time: 0.8499118686, output_fired_time: 0.8337703943, propagate_forward_time: 32.5359001160, propagate_backward_time: 51.3677520752, weight_update_time: 0.1702649444, other_time: 2.6573982239
epoch time: 7.1317939758s, input_fired_time: 0.1070655361, output_fired_time: 0.0000000000, propagate_forward_time: 6.5615577698, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4631705284
validation[          , genome  4650] predictions:    9527/  10000 (95.27%), best:    9707/10000 (97.07%), error:      1524.01831, best error:       976.32520 on epoch:    63, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 87.8906173706s, input_fired_time: 0.8525557518, output_fired_time: 0.8301140666, propagate_forward_time: 32.4155273438, propagate_backward_time: 51.1462821960, weight_update_time: 0.1697053760, other_time: 2.6461372375
epoch time: 7.1699857712s, input_fired_time: 0.1087282673, output_fired_time: 0.0000000000, propagate_forward_time: 6.5914764404, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4697809219
validation[          , genome  4650] predictions:    9658/  10000 (96.58%), best:    9707/10000 (97.07%), error:      1087.20972, best error:       976.32520 on epoch:    63, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 88.4495773315s, input_fired_time: 0.8571689129, output_fired_time: 0.8319458961, propagate_forward_time: 32.6277465820, propagate_backward_time: 51.4490318298, weight_update_time: 0.1717389822, other_time: 2.6836814880
epoch time: 7.2236857414s, input_fired_time: 0.1076785475, output_fired_time: 0.0000000000, propagate_forward_time: 6.6402306557, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4757766724
validation[          , genome  4650] predictions:    9713/  10000 (97.13%), best:    9713/10000 (97.13%), error:       972.60236, best error:       972.60236 on epoch:    85, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 87.5370254517s, input_fired_time: 0.8509019017, output_fired_time: 0.8292012215, propagate_forward_time: 32.2794837952, propagate_backward_time: 50.9449005127, weight_update_time: 0.1697017848, other_time: 2.6325416565
epoch time: 6.8472995758s, input_fired_time: 0.1055051535, output_fired_time: 0.0000000000, propagate_forward_time: 6.2838120461, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4579825401
validation[          , genome  4650] predictions:    9684/  10000 (96.84%), best:    9713/10000 (97.13%), error:      1059.45166, best error:       972.60236 on epoch:    85, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 87.9053344727s, input_fired_time: 0.8552815914, output_fired_time: 0.8288546205, propagate_forward_time: 32.4612274170, propagate_backward_time: 51.1332626343, weight_update_time: 0.1678555608, other_time: 2.6267089844
epoch time: 7.0797572136s, input_fired_time: 0.1122527346, output_fired_time: 0.0000000000, propagate_forward_time: 6.4930181503, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4744863510
validation[          , genome  4650] predictions:    9685/  10000 (96.85%), best:    9713/10000 (97.13%), error:      1073.31580, best error:       972.60236 on epoch:    85, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 88.4478988647s, input_fired_time: 0.8525865078, output_fired_time: 0.8383021355, propagate_forward_time: 32.6921730042, propagate_backward_time: 51.4078063965, weight_update_time: 0.1702636480, other_time: 2.6570320129
epoch time: 7.2483353615s, input_fired_time: 0.1095678806, output_fired_time: 0.0000000000, propagate_forward_time: 6.6662640572, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4725031853
validation[          , genome  4650] predictions:    9675/  10000 (96.75%), best:    9713/10000 (97.13%), error:      1139.84070, best error:       972.60236 on epoch:    85, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 88.6177368164s, input_fired_time: 0.8597933650, output_fired_time: 0.8344515562, propagate_forward_time: 32.7825393677, propagate_backward_time: 51.4798545837, weight_update_time: 0.1688461155, other_time: 2.6610984802
epoch time: 6.8136153221s, input_fired_time: 0.1070062742, output_fired_time: 0.0000000000, propagate_forward_time: 6.2428641319, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4637451172
validation[          , genome  4650] predictions:    9631/  10000 (96.31%), best:    9713/10000 (97.13%), error:      1277.77710, best error:       972.60236 on epoch:    85, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 88.3388290405s, input_fired_time: 0.8552058339, output_fired_time: 0.8316771388, propagate_forward_time: 32.6505584717, propagate_backward_time: 51.3501319885, weight_update_time: 0.1684708148, other_time: 2.6512489319
epoch time: 7.2710795403s, input_fired_time: 0.1110752672, output_fired_time: 0.0000000000, propagate_forward_time: 6.6850538254, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4749503136
validation[          , genome  4650] predictions:    9538/  10000 (95.38%), best:    9713/10000 (97.13%), error:      1535.32043, best error:       972.60236 on epoch:    85, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 88.0536499023s, input_fired_time: 0.8581323028, output_fired_time: 0.8318136930, propagate_forward_time: 32.4835739136, propagate_backward_time: 51.2231521606, weight_update_time: 0.1681106985, other_time: 2.6569824219
epoch time: 6.8894386292s, input_fired_time: 0.1054464057, output_fired_time: 0.0000000000, propagate_forward_time: 6.3276677132, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4563245773
validation[          , genome  4650] predictions:    9680/  10000 (96.80%), best:    9713/10000 (97.13%), error:      1069.02856, best error:       972.60236 on epoch:    85, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 88.9224624634s, input_fired_time: 0.8608566523, output_fired_time: 0.8338900805, propagate_forward_time: 32.8653717041, propagate_backward_time: 51.6882553101, weight_update_time: 0.1743775308, other_time: 2.6740875244
epoch time: 7.2025895119s, input_fired_time: 0.1093529016, output_fired_time: 0.0000000000, propagate_forward_time: 6.6213951111, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4718413353
validation[          , genome  4650] predictions:    9651/  10000 (96.51%), best:    9713/10000 (97.13%), error:      1109.83435, best error:       972.60236 on epoch:    85, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 89.2159576416s, input_fired_time: 0.8680750728, output_fired_time: 0.8438563347, propagate_forward_time: 32.9711494446, propagate_backward_time: 51.8596763611, weight_update_time: 0.1754322499, other_time: 2.6732025146
epoch time: 7.1140856743s, input_fired_time: 0.1086454540, output_fired_time: 0.0000000000, propagate_forward_time: 6.5393409729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4660992622
validation[          , genome  4650] predictions:    9380/  10000 (93.80%), best:    9713/10000 (97.13%), error:      2060.39722, best error:       972.60236 on epoch:    85, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 88.7143630981s, input_fired_time: 0.8606148362, output_fired_time: 0.8380020857, propagate_forward_time: 32.8452949524, propagate_backward_time: 51.5117034912, weight_update_time: 0.1705935150, other_time: 2.6587409973
epoch time: 7.1604866982s, input_fired_time: 0.1111514121, output_fired_time: 0.0000000000, propagate_forward_time: 6.5624055862, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4869298935
validation[          , genome  4650] predictions:    9641/  10000 (96.41%), best:    9713/10000 (97.13%), error:      1201.05359, best error:       972.60236 on epoch:    85, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 88.2785873413s, input_fired_time: 0.8611876369, output_fired_time: 0.8353646994, propagate_forward_time: 32.6263389587, propagate_backward_time: 51.3097076416, weight_update_time: 0.1694266498, other_time: 2.6459846497
epoch time: 7.1925377846s, input_fired_time: 0.1093305945, output_fired_time: 0.0000000000, propagate_forward_time: 6.6114497185, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4717574120
validation[          , genome  4650] predictions:    9623/  10000 (96.23%), best:    9713/10000 (97.13%), error:      1254.68591, best error:       972.60236 on epoch:    85, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 88.6322937012s, input_fired_time: 0.8620321155, output_fired_time: 0.8353136778, propagate_forward_time: 32.6849479675, propagate_backward_time: 51.5912780762, weight_update_time: 0.1701639742, other_time: 2.6587257385
epoch time: 6.9345870018s, input_fired_time: 0.1083409637, output_fired_time: 0.0000000000, propagate_forward_time: 6.3609409332, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4653053284
validation[          , genome  4650] predictions:    9647/  10000 (96.47%), best:    9713/10000 (97.13%), error:      1132.63599, best error:       972.60236 on epoch:    85, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 88.9597625732s, input_fired_time: 0.8611397743, output_fired_time: 0.8406704664, propagate_forward_time: 32.8773727417, propagate_backward_time: 51.7060813904, weight_update_time: 0.1730848253, other_time: 2.6745033264
epoch time: 7.1230788231s, input_fired_time: 0.1084989607, output_fired_time: 0.0000000000, propagate_forward_time: 6.5432958603, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4712839127
validation[          , genome  4650] predictions:    9495/  10000 (94.95%), best:    9713/10000 (97.13%), error:      1670.24536, best error:       972.60236 on epoch:    85, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 88.6716842651s, input_fired_time: 0.8637573719, output_fired_time: 0.8301755190, propagate_forward_time: 32.7588005066, propagate_backward_time: 51.5401229858, weight_update_time: 0.1709986478, other_time: 2.6788291931
epoch time: 7.1749463081s, input_fired_time: 0.1106046960, output_fired_time: 0.0000000000, propagate_forward_time: 6.5956544876, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4686870575
validation[          , genome  4650] predictions:    9653/  10000 (96.53%), best:    9713/10000 (97.13%), error:      1136.25818, best error:       972.60236 on epoch:    85, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 88.8630828857s, input_fired_time: 0.8680265546, output_fired_time: 0.8405838013, propagate_forward_time: 32.9148597717, propagate_backward_time: 51.5773506165, weight_update_time: 0.1708094776, other_time: 2.6622619629
epoch time: 7.2348480225s, input_fired_time: 0.1139381677, output_fired_time: 0.0000000000, propagate_forward_time: 6.6439580917, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4769515991
validation[          , genome  4650] predictions:    9639/  10000 (96.39%), best:    9713/10000 (97.13%), error:      1164.84546, best error:       972.60236 on epoch:    85, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 87.4623794556s, input_fired_time: 0.8514778018, output_fired_time: 0.8290101290, propagate_forward_time: 32.2092933655, propagate_backward_time: 50.9404296875, weight_update_time: 0.1674198061, other_time: 2.6321678162
epoch time: 7.1013236046s, input_fired_time: 0.1096801087, output_fired_time: 0.0000000000, propagate_forward_time: 6.5207371712, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4709062576
validation[          , genome  4650] predictions:    9689/  10000 (96.89%), best:    9713/10000 (97.13%), error:      1044.53125, best error:       972.60236 on epoch:    85, 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: 35.1193580627s, input_fired_time: 0.5404973030, output_fired_time: 0.0000000000, propagate_forward_time: 32.1532135010, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4256477356
best training[          , genome  4650] predictions:   49394/  50000 (98.79%), best:    9713/10000 (97.13%), error:      2436.80933, best error:       972.60236 on epoch:    85, 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: 6.9961104393s, input_fired_time: 0.1069248691, output_fired_time: 0.0000000000, propagate_forward_time: 6.4144172668, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4747681618
   testing[          , genome  4650] predictions:    9748/  10000 (97.48%), best:    9713/10000 (97.13%), error:       893.03656, best error:       972.60236 on epoch:    85, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
02:13:13 (1060): called boinc_finish(0)

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