Nameexact_genome_1512185335_37_9861_0
Workunit2567832
Created6 Dec 2017, 3:50:25 UTC
Sent6 Dec 2017, 4:02:02 UTC
Report deadline26 Dec 2017, 0:46:52 UTC
Received7 Dec 2017, 21:24:16 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID54172
Run time9 hours 44 min 13 sec
CPU time9 hours 43 min 17 sec
Validate stateInitial
Credit0.00
Device peak FLOPS3.27 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size156.92 MB
Peak swap size158.65 MB
Peak disk usage1.69 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
time: 22.7563457489, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8450317383
validation[          , genome  9861] predictions:    9815/  10000 (98.15%), best:    9830/10000 (98.30%), error:       639.30933, best error:       588.30896 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 315.1137695312s, input_fired_time: 3.3917078972, output_fired_time: 2.5004148483, propagate_forward_time: 119.4748916626, propagate_backward_time: 184.8891906738, weight_update_time: 0.2658257186, other_time: 4.8575744629
epoch time: 25.6727619171s, input_fired_time: 0.4000117481, output_fired_time: 0.0000000000, propagate_forward_time: 24.4155788422, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8571720123
validation[          , genome  9861] predictions:    9774/  10000 (97.74%), best:    9830/10000 (98.30%), error:       704.98560, best error:       588.30896 on epoch:    11, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 313.8170166016s, input_fired_time: 3.3881747723, output_fired_time: 2.4895806313, propagate_forward_time: 118.5138854980, propagate_backward_time: 184.6028594971, weight_update_time: 0.2750595808, other_time: 4.8224945068
epoch time: 25.6187686920s, input_fired_time: 0.4009179771, output_fired_time: 0.0000000000, propagate_forward_time: 24.3429355621, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8749160767
validation[          , genome  9861] predictions:    9810/  10000 (98.10%), best:    9830/10000 (98.30%), error:       624.99384, best error:       588.30896 on epoch:    11, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 316.8591918945s, input_fired_time: 3.3966341019, output_fired_time: 2.5059938431, propagate_forward_time: 119.8549575806, propagate_backward_time: 186.2112884521, weight_update_time: 0.2902572453, other_time: 4.8903350830
epoch time: 24.2688941956s, input_fired_time: 0.3837373853, output_fired_time: 0.0000000000, propagate_forward_time: 23.0496520996, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8355045319
validation[          , genome  9861] predictions:    9820/  10000 (98.20%), best:    9820/10000 (98.20%), error:       581.67548, best error:       581.67548 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 320.0069274902s, input_fired_time: 3.4288067818, output_fired_time: 2.5163531303, propagate_forward_time: 120.9855117798, propagate_backward_time: 188.1510162354, weight_update_time: 0.3069666028, other_time: 4.9252471924
epoch time: 25.0349540710s, input_fired_time: 0.3970982432, output_fired_time: 0.0000000000, propagate_forward_time: 23.7845458984, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8533096313
validation[          , genome  9861] predictions:    9805/  10000 (98.05%), best:    9820/10000 (98.20%), error:       657.50140, best error:       581.67548 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 317.4403076172s, input_fired_time: 3.4145653248, output_fired_time: 2.5075809956, propagate_forward_time: 119.9834365845, propagate_backward_time: 186.6063537598, weight_update_time: 0.3220264316, other_time: 4.9284057617
epoch time: 25.7498245239s, input_fired_time: 0.4026118219, output_fired_time: 0.0000000000, propagate_forward_time: 24.4720726013, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8751392365
validation[          , genome  9861] predictions:    9806/  10000 (98.06%), best:    9820/10000 (98.20%), error:       670.59680, best error:       581.67548 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 323.5995483398s, input_fired_time: 3.4530594349, output_fired_time: 2.5543479919, propagate_forward_time: 122.1787338257, propagate_backward_time: 190.4114074707, weight_update_time: 0.3458001316, other_time: 5.0019836426
epoch time: 25.7227821350s, input_fired_time: 0.3985809088, output_fired_time: 0.0000000000, propagate_forward_time: 24.4675731659, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8566284180
validation[          , genome  9861] predictions:    9798/  10000 (97.98%), best:    9820/10000 (98.20%), error:       650.92163, best error:       581.67548 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 323.0278320312s, input_fired_time: 3.4442663193, output_fired_time: 2.5576121807, propagate_forward_time: 122.0056610107, propagate_backward_time: 190.0705108643, weight_update_time: 0.3609777689, other_time: 4.9497680664
epoch time: 25.8143997192s, input_fired_time: 0.4016776681, output_fired_time: 0.0000000000, propagate_forward_time: 24.5540676117, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8586540222
validation[          , genome  9861] predictions:    9813/  10000 (98.13%), best:    9820/10000 (98.20%), error:       603.20178, best error:       581.67548 on epoch:    17, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 325.1335754395s, input_fired_time: 3.4654595852, output_fired_time: 2.5618660450, propagate_forward_time: 122.6336441040, propagate_backward_time: 191.4532165527, weight_update_time: 0.3842340708, other_time: 5.0194091797
epoch time: 25.5594940186s, input_fired_time: 0.3949023187, output_fired_time: 0.0000000000, propagate_forward_time: 24.3091125488, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8554782867
validation[          , genome  9861] predictions:    9793/  10000 (97.93%), best:    9820/10000 (98.20%), error:       667.35834, best error:       581.67548 on epoch:    17, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 320.7317810059s, input_fired_time: 3.4388611317, output_fired_time: 2.5259149075, propagate_forward_time: 120.8109054565, propagate_backward_time: 188.9326477051, weight_update_time: 0.3946298361, other_time: 5.0234375000
epoch time: 25.7182750702s, input_fired_time: 0.4005306363, output_fired_time: 0.0000000000, propagate_forward_time: 24.4584121704, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8593330383
validation[          , genome  9861] predictions:    9802/  10000 (98.02%), best:    9820/10000 (98.20%), error:       616.84943, best error:       581.67548 on epoch:    17, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 323.6255798340s, input_fired_time: 3.4394531250, output_fired_time: 2.5337073803, propagate_forward_time: 122.1322937012, propagate_backward_time: 190.5071868896, weight_update_time: 0.4050023556, other_time: 5.0129241943
epoch time: 25.7582740784s, input_fired_time: 0.4031540751, output_fired_time: 0.0000000000, propagate_forward_time: 24.4659042358, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8892154694
validation[          , genome  9861] predictions:    9821/  10000 (98.21%), best:    9820/10000 (98.20%), error:       587.40094, best error:       581.67548 on epoch:    17, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 323.4695434570s, input_fired_time: 3.4507279396, output_fired_time: 2.5345385075, propagate_forward_time: 121.8494338989, propagate_backward_time: 190.5985717773, weight_update_time: 0.4120934010, other_time: 5.0362854004
epoch time: 25.8050136566s, input_fired_time: 0.4021874666, output_fired_time: 0.0000000000, propagate_forward_time: 24.5446758270, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8581504822
validation[          , genome  9861] predictions:    9813/  10000 (98.13%), best:    9813/10000 (98.13%), error:       573.29730, best error:       573.29730 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 322.1912536621s, input_fired_time: 3.4424591064, output_fired_time: 2.5336945057, propagate_forward_time: 121.5166091919, propagate_backward_time: 189.7153015137, weight_update_time: 0.4095801115, other_time: 4.9831848145
epoch time: 25.6745109558s, input_fired_time: 0.4037024975, output_fired_time: 0.0000000000, propagate_forward_time: 24.3985328674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8722763062
validation[          , genome  9861] predictions:    9824/  10000 (98.24%), best:    9813/10000 (98.13%), error:       609.95557, best error:       573.29730 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 319.5114135742s, input_fired_time: 3.4312016964, output_fired_time: 2.5050806999, propagate_forward_time: 120.4275207520, propagate_backward_time: 188.0925598145, weight_update_time: 0.4125529528, other_time: 5.0550537109
epoch time: 25.6982173920s, input_fired_time: 0.4035438299, output_fired_time: 0.0000000000, propagate_forward_time: 24.4322109222, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8624629974
validation[          , genome  9861] predictions:    9811/  10000 (98.11%), best:    9813/10000 (98.13%), error:       587.19415, best error:       573.29730 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 320.4580688477s, input_fired_time: 3.4426732063, output_fired_time: 2.5115358829, propagate_forward_time: 120.7354660034, propagate_backward_time: 188.8001251221, weight_update_time: 0.4098696709, other_time: 4.9682464600
epoch time: 24.9675292969s, input_fired_time: 0.3956214786, output_fired_time: 0.0000000000, propagate_forward_time: 23.7259063721, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8460006714
validation[          , genome  9861] predictions:    9810/  10000 (98.10%), best:    9813/10000 (98.13%), error:       603.53680, best error:       573.29730 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 319.3838500977s, input_fired_time: 3.4355864525, output_fired_time: 2.5102093220, propagate_forward_time: 120.3347167969, propagate_backward_time: 188.1276397705, weight_update_time: 0.4073773921, other_time: 4.9756927490
epoch time: 24.2909660339s, input_fired_time: 0.3881151080, output_fired_time: 0.0000000000, propagate_forward_time: 23.0589370728, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8439140320
validation[          , genome  9861] predictions:    9817/  10000 (98.17%), best:    9817/10000 (98.17%), error:       566.47888, best error:       566.47888 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 318.5577697754s, input_fired_time: 3.4295258522, output_fired_time: 2.5026011467, propagate_forward_time: 119.9991455078, propagate_backward_time: 187.5900878906, weight_update_time: 0.4099388123, other_time: 5.0364074707
epoch time: 24.8618927002s, input_fired_time: 0.3966663778, output_fired_time: 0.0000000000, propagate_forward_time: 23.6206893921, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8445377350
validation[          , genome  9861] predictions:    9770/  10000 (97.70%), best:    9817/10000 (98.17%), error:       676.11908, best error:       566.47888 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 318.9849243164s, input_fired_time: 3.4477405548, output_fired_time: 2.5105443001, propagate_forward_time: 119.9725570679, propagate_backward_time: 188.0165252686, weight_update_time: 0.4100984335, other_time: 5.0375213623
epoch time: 22.7324352264s, input_fired_time: 0.3789679706, output_fired_time: 0.0000000000, propagate_forward_time: 21.5093669891, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8441009521
validation[          , genome  9861] predictions:    9840/  10000 (98.40%), best:    9840/10000 (98.40%), error:       543.50037, best error:       543.50037 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 324.7760925293s, input_fired_time: 3.4626767635, output_fired_time: 2.5327522755, propagate_forward_time: 122.2614364624, propagate_backward_time: 191.4189300537, weight_update_time: 0.4180398285, other_time: 5.1002960205
epoch time: 25.5832557678s, input_fired_time: 0.4023424387, output_fired_time: 0.0000000000, propagate_forward_time: 24.3241939545, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8567199707
validation[          , genome  9861] predictions:    9814/  10000 (98.14%), best:    9814/10000 (98.14%), error:       542.43231, best error:       542.43231 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 323.2946472168s, input_fired_time: 3.4676280022, output_fired_time: 2.5686733723, propagate_forward_time: 121.7066268921, propagate_backward_time: 190.5157318115, weight_update_time: 0.4135230184, other_time: 5.0359954834
epoch time: 25.7576675415s, input_fired_time: 0.4051286578, output_fired_time: 0.0000000000, propagate_forward_time: 24.4735584259, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8789806366
validation[          , genome  9861] predictions:    9800/  10000 (98.00%), best:    9814/10000 (98.14%), error:       635.34851, best error:       542.43231 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 326.1026916504s, input_fired_time: 3.4932003021, output_fired_time: 2.5681250095, propagate_forward_time: 122.7900238037, propagate_backward_time: 192.1769409180, weight_update_time: 0.4158108234, other_time: 5.0744171143
epoch time: 25.5827045441s, input_fired_time: 0.4032628536, output_fired_time: 0.0000000000, propagate_forward_time: 24.3097114563, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8697299957
validation[          , genome  9861] predictions:    9816/  10000 (98.16%), best:    9814/10000 (98.14%), error:       578.01184, best error:       542.43231 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 325.1717224121s, input_fired_time: 3.5125930309, output_fired_time: 2.5632658005, propagate_forward_time: 122.3313446045, propagate_backward_time: 191.7198333740, weight_update_time: 0.4123099744, other_time: 5.0446777344
epoch time: 25.4826602936s, input_fired_time: 0.4065837264, output_fired_time: 0.0000000000, propagate_forward_time: 24.2173652649, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8587112427
validation[          , genome  9861] predictions:    9837/  10000 (98.37%), best:    9837/10000 (98.37%), error:       525.60236, best error:       525.60236 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 324.5858764648s, input_fired_time: 3.5111923218, output_fired_time: 2.5650002956, propagate_forward_time: 122.2924880981, propagate_backward_time: 191.0914916992, weight_update_time: 0.4146651626, other_time: 5.1257019043
epoch time: 25.7889137268s, input_fired_time: 0.4144432545, output_fired_time: 0.0000000000, propagate_forward_time: 24.4877700806, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8866996765
validation[          , genome  9861] predictions:    9834/  10000 (98.34%), best:    9837/10000 (98.37%), error:       560.14966, best error:       525.60236 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 323.6778259277s, input_fired_time: 3.4848446846, output_fired_time: 2.5475342274, propagate_forward_time: 121.6956024170, propagate_backward_time: 190.8941802979, weight_update_time: 0.4146642983, other_time: 5.0556640625
epoch time: 25.9198036194s, input_fired_time: 0.4087833464, output_fired_time: 0.0000000000, propagate_forward_time: 24.6323013306, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8787193298
validation[          , genome  9861] predictions:    9824/  10000 (98.24%), best:    9837/10000 (98.37%), error:       538.91394, best error:       525.60236 on epoch:    35, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 325.9638671875s, input_fired_time: 3.4978625774, output_fired_time: 2.5480310917, propagate_forward_time: 122.6312255859, propagate_backward_time: 192.2150573730, weight_update_time: 0.4136911333, other_time: 5.0716857910
epoch time: 25.9210090637s, input_fired_time: 0.4116388559, output_fired_time: 0.0000000000, propagate_forward_time: 24.6330451965, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8763256073
validation[          , genome  9861] predictions:    9821/  10000 (98.21%), best:    9821/10000 (98.21%), error:       523.23883, best error:       523.23883 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 322.8662414551s, input_fired_time: 3.4872899055, output_fired_time: 2.5469696522, propagate_forward_time: 121.6546478271, propagate_backward_time: 190.1186676025, weight_update_time: 0.4123852253, other_time: 5.0586547852
epoch time: 25.5850906372s, input_fired_time: 0.4075857103, output_fired_time: 0.0000000000, propagate_forward_time: 24.3105163574, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8669891357
validation[          , genome  9861] predictions:    9832/  10000 (98.32%), best:    9821/10000 (98.21%), error:       538.32617, best error:       523.23883 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 326.5187988281s, input_fired_time: 3.5251672268, output_fired_time: 2.5565083027, propagate_forward_time: 123.0200729370, propagate_backward_time: 192.2342071533, weight_update_time: 0.4167366326, other_time: 5.1828155518
epoch time: 25.8093795776s, input_fired_time: 0.4052918553, output_fired_time: 0.0000000000, propagate_forward_time: 24.5434551239, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8606319427
validation[          , genome  9861] predictions:    9812/  10000 (98.12%), best:    9821/10000 (98.21%), error:       615.71368, best error:       523.23883 on epoch:    38, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 324.8909301758s, input_fired_time: 3.4892377853, output_fired_time: 2.5445668697, propagate_forward_time: 122.1932678223, propagate_backward_time: 191.5700531006, weight_update_time: 0.4129755795, other_time: 5.0938262939
epoch time: 25.7377662659s, input_fired_time: 0.4064494073, output_fired_time: 0.0000000000, propagate_forward_time: 24.4740238190, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8572921753
validation[          , genome  9861] predictions:    9833/  10000 (98.33%), best:    9821/10000 (98.21%), error:       529.60358, best error:       523.23883 on epoch:    38, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 322.7330017090s, input_fired_time: 3.4871735573, output_fired_time: 2.5171759129, propagate_forward_time: 121.3814010620, propagate_backward_time: 190.2460479736, weight_update_time: 0.4166318178, other_time: 5.1011810303
epoch time: 25.8152427673s, input_fired_time: 0.4140973091, output_fired_time: 0.0000000000, propagate_forward_time: 24.5182037354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8829421997
validation[          , genome  9861] predictions:    9846/  10000 (98.46%), best:    9821/10000 (98.21%), error:       527.57153, best error:       523.23883 on epoch:    38, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 322.6707763672s, input_fired_time: 3.5006527901, output_fired_time: 2.5511720181, propagate_forward_time: 121.4265289307, propagate_backward_time: 190.1634979248, weight_update_time: 0.4116583467, other_time: 5.0289306641
epoch time: 26.1591835022s, input_fired_time: 0.4205867052, output_fired_time: 0.0000000000, propagate_forward_time: 24.8456115723, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8929843903
validation[          , genome  9861] predictions:    9832/  10000 (98.32%), best:    9821/10000 (98.21%), error:       533.65125, best error:       523.23883 on epoch:    38, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 326.4176940918s, input_fired_time: 3.5082161427, output_fired_time: 2.5536196232, propagate_forward_time: 122.7486724854, propagate_backward_time: 192.5608062744, weight_update_time: 0.4195814729, other_time: 5.0463867188
epoch time: 26.0211505890s, input_fired_time: 0.4188465476, output_fired_time: 0.0000000000, propagate_forward_time: 24.7023487091, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8999557495
validation[          , genome  9861] predictions:    9828/  10000 (98.28%), best:    9821/10000 (98.21%), error:       524.16846, best error:       523.23883 on epoch:    38, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 325.3920593262s, input_fired_time: 3.5133590698, output_fired_time: 2.5601365566, propagate_forward_time: 122.3122100830, propagate_backward_time: 191.9831848145, weight_update_time: 0.4152378440, other_time: 5.0231475830
epoch time: 25.7954292297s, input_fired_time: 0.4125864506, output_fired_time: 0.0000000000, propagate_forward_time: 24.5257873535, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8570556641
validation[          , genome  9861] predictions:    9835/  10000 (98.35%), best:    9835/10000 (98.35%), error:       516.65765, best error:       516.65765 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 312.4827880859s, input_fired_time: 3.4371738434, output_fired_time: 2.4649527073, propagate_forward_time: 117.5619430542, propagate_backward_time: 184.0607604980, weight_update_time: 0.4055212140, other_time: 4.9579467773
epoch time: 25.7947406769s, input_fired_time: 0.4095316231, output_fired_time: 0.0000000000, propagate_forward_time: 24.5165252686, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8686828613
validation[          , genome  9861] predictions:    9846/  10000 (98.46%), best:    9835/10000 (98.35%), error:       524.08740, best error:       516.65765 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 322.8936462402s, input_fired_time: 3.4897537231, output_fired_time: 2.5395510197, propagate_forward_time: 121.3404159546, propagate_backward_time: 190.5348663330, weight_update_time: 0.4124528170, other_time: 4.9890594482
epoch time: 25.0738639832s, input_fired_time: 0.4250385165, output_fired_time: 0.0000000000, propagate_forward_time: 23.8042526245, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8445720673
validation[          , genome  9861] predictions:    9848/  10000 (98.48%), best:    9848/10000 (98.48%), error:       489.66531, best error:       489.66531 on epoch:    47, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 318.8313598633s, input_fired_time: 3.4738183022, output_fired_time: 2.5319221020, propagate_forward_time: 120.1102447510, propagate_backward_time: 187.7585754395, weight_update_time: 0.4126738310, other_time: 4.9568023682
epoch time: 25.4581336975s, input_fired_time: 0.4114457667, output_fired_time: 0.0000000000, propagate_forward_time: 24.1774616241, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8692264557
validation[          , genome  9861] predictions:    9831/  10000 (98.31%), best:    9848/10000 (98.48%), error:       577.09772, best error:       489.66531 on epoch:    47, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 318.0470581055s, input_fired_time: 3.4522719383, output_fired_time: 2.5095980167, propagate_forward_time: 119.6714935303, propagate_backward_time: 187.4304656982, weight_update_time: 0.4079968929, other_time: 4.9832153320
epoch time: 25.8495502472s, input_fired_time: 0.4102541804, output_fired_time: 0.0000000000, propagate_forward_time: 24.5691394806, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8701572418
validation[          , genome  9861] predictions:    9834/  10000 (98.34%), best:    9848/10000 (98.48%), error:       548.06683, best error:       489.66531 on epoch:    47, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 321.7675476074s, input_fired_time: 3.4800579548, output_fired_time: 2.5353701115, propagate_forward_time: 120.9057998657, propagate_backward_time: 189.8732757568, weight_update_time: 0.4106717110, other_time: 4.9730377197
epoch time: 25.3775253296s, input_fired_time: 0.4101595283, output_fired_time: 0.0000000000, propagate_forward_time: 24.1093826294, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8579826355
validation[          , genome  9861] predictions:    9833/  10000 (98.33%), best:    9848/10000 (98.48%), error:       523.90387, best error:       489.66531 on epoch:    47, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 317.3421325684s, input_fired_time: 3.4502818584, output_fired_time: 2.5019776821, propagate_forward_time: 119.1476058960, propagate_backward_time: 187.2964324951, weight_update_time: 0.4039529264, other_time: 4.9458160400
epoch time: 25.5822010040s, input_fired_time: 0.4101607800, output_fired_time: 0.0000000000, propagate_forward_time: 24.3072891235, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8647518158
validation[          , genome  9861] predictions:    9840/  10000 (98.40%), best:    9848/10000 (98.48%), error:       514.50098, best error:       489.66531 on epoch:    47, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 323.5499572754s, input_fired_time: 3.5061485767, output_fired_time: 2.5687148571, propagate_forward_time: 121.9091339111, propagate_backward_time: 190.5900421143, weight_update_time: 0.4129875898, other_time: 4.9759216309
epoch time: 23.9143848419s, input_fired_time: 0.3978391588, output_fired_time: 0.0000000000, propagate_forward_time: 22.6860504150, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8304958344
validation[          , genome  9861] predictions:    9855/  10000 (98.55%), best:    9848/10000 (98.48%), error:       505.87753, best error:       489.66531 on epoch:    47, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 322.2512817383s, input_fired_time: 3.4897956848, output_fired_time: 2.5202467442, propagate_forward_time: 121.0284042358, propagate_backward_time: 190.1803436279, weight_update_time: 0.4140782058, other_time: 5.0324859619
epoch time: 25.7273120880s, input_fired_time: 0.4104485214, output_fired_time: 0.0000000000, propagate_forward_time: 24.4575881958, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8592758179
validation[          , genome  9861] predictions:    9860/  10000 (98.60%), best:    9848/10000 (98.48%), error:       507.73309, best error:       489.66531 on epoch:    47, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 324.0732421875s, input_fired_time: 3.4988732338, output_fired_time: 2.5291233063, propagate_forward_time: 121.8395004272, propagate_backward_time: 191.2082824707, weight_update_time: 0.4128286839, other_time: 4.9974670410
epoch time: 25.6957492828s, input_fired_time: 0.4109283090, output_fired_time: 0.0000000000, propagate_forward_time: 24.4225997925, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8622207642
validation[          , genome  9861] predictions:    9785/  10000 (97.85%), best:    9848/10000 (98.48%), error:       668.97504, best error:       489.66531 on epoch:    47, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 318.2278137207s, input_fired_time: 3.4524502754, output_fired_time: 2.4917838573, propagate_forward_time: 119.6217422485, propagate_backward_time: 187.7366638184, weight_update_time: 0.4053064287, other_time: 4.9251708984
epoch time: 25.6696147919s, input_fired_time: 0.4124911726, output_fired_time: 0.0000000000, propagate_forward_time: 24.3973541260, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8597698212
validation[          , genome  9861] predictions:    9840/  10000 (98.40%), best:    9848/10000 (98.48%), error:       528.00311, best error:       489.66531 on epoch:    47, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 318.0081176758s, input_fired_time: 3.4590363503, output_fired_time: 2.4886853695, propagate_forward_time: 119.5748138428, propagate_backward_time: 187.5493469238, weight_update_time: 0.4091615379, other_time: 4.9362335205
epoch time: 25.4938259125s, input_fired_time: 0.4072439671, output_fired_time: 0.0000000000, propagate_forward_time: 24.2332496643, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8533325195
validation[          , genome  9861] predictions:    9830/  10000 (98.30%), best:    9848/10000 (98.48%), error:       561.18433, best error:       489.66531 on epoch:    47, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 316.4257202148s, input_fired_time: 3.4771604538, output_fired_time: 2.4978964329, propagate_forward_time: 118.9934082031, propagate_backward_time: 186.4764099121, weight_update_time: 0.4082143009, other_time: 4.9808349609
epoch time: 24.6829662323s, input_fired_time: 0.4079352915, output_fired_time: 0.0000000000, propagate_forward_time: 23.4043521881, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8706779480
validation[          , genome  9861] predictions:    9833/  10000 (98.33%), best:    9848/10000 (98.48%), error:       519.51508, best error:       489.66531 on epoch:    47, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 310.3668518066s, input_fired_time: 3.4186007977, output_fired_time: 2.4424617290, propagate_forward_time: 116.6751708984, propagate_backward_time: 182.8802185059, weight_update_time: 0.4063577354, other_time: 4.9503784180
epoch time: 25.4008884430s, input_fired_time: 0.4112158120, output_fired_time: 0.0000000000, propagate_forward_time: 24.1224803925, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8671913147
validation[          , genome  9861] predictions:    9839/  10000 (98.39%), best:    9848/10000 (98.48%), error:       504.63852, best error:       489.66531 on epoch:    47, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 323.9420166016s, input_fired_time: 3.5125126839, output_fired_time: 2.5525426865, propagate_forward_time: 121.6935501099, propagate_backward_time: 191.1600494385, weight_update_time: 0.4141550362, other_time: 5.0233612061
epoch time: 25.6550846100s, input_fired_time: 0.4169182479, output_fired_time: 0.0000000000, propagate_forward_time: 24.3628883362, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8752784729
validation[          , genome  9861] predictions:    9833/  10000 (98.33%), best:    9848/10000 (98.48%), error:       531.48615, best error:       489.66531 on epoch:    47, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 320.3589477539s, input_fired_time: 3.4918408394, output_fired_time: 2.5317370892, propagate_forward_time: 120.3910217285, propagate_backward_time: 188.9132232666, weight_update_time: 0.4125857651, other_time: 5.0311126709
epoch time: 25.8767929077s, input_fired_time: 0.4179990590, output_fired_time: 0.0000000000, propagate_forward_time: 24.5738029480, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8849906921
validation[          , genome  9861] predictions:    9824/  10000 (98.24%), best:    9848/10000 (98.48%), error:       545.35474, best error:       489.66531 on epoch:    47, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 322.8670349121s, input_fired_time: 3.5112285614, output_fired_time: 2.5440640450, propagate_forward_time: 121.2523345947, propagate_backward_time: 190.5731506348, weight_update_time: 0.4134364426, other_time: 4.9862518311
epoch time: 25.7494163513s, input_fired_time: 0.4142802656, output_fired_time: 0.0000000000, propagate_forward_time: 24.4763565063, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8587799072
validation[          , genome  9861] predictions:    9837/  10000 (98.37%), best:    9848/10000 (98.48%), error:       514.36273, best error:       489.66531 on epoch:    47, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 311.0017395020s, input_fired_time: 3.4739928246, output_fired_time: 2.4671580791, propagate_forward_time: 116.7268829346, propagate_backward_time: 183.3683319092, weight_update_time: 0.4076591134, other_time: 4.9653625488
epoch time: 25.7105216980s, input_fired_time: 0.4174536169, output_fired_time: 0.0000000000, propagate_forward_time: 24.4273700714, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8656978607
validation[          , genome  9861] predictions:    9836/  10000 (98.36%), best:    9848/10000 (98.48%), error:       550.62891, best error:       489.66531 on epoch:    47, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 323.5760498047s, input_fired_time: 3.5111382008, output_fired_time: 2.5505971909, propagate_forward_time: 121.4089202881, propagate_backward_time: 191.0912170410, weight_update_time: 0.4138065875, other_time: 5.0141754150
epoch time: 25.7600936890s, input_fired_time: 0.4150077701, output_fired_time: 0.0000000000, propagate_forward_time: 24.4968643188, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8482208252
validation[          , genome  9861] predictions:    9858/  10000 (98.58%), best:    9858/10000 (98.58%), error:       453.47009, best error:       453.47009 on epoch:    63, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 322.7484436035s, input_fired_time: 3.5212764740, output_fired_time: 2.5454785824, propagate_forward_time: 121.0850067139, propagate_backward_time: 190.5781555176, weight_update_time: 0.4140128791, other_time: 5.0185394287
epoch time: 25.6589908600s, input_fired_time: 0.4173797667, output_fired_time: 0.0000000000, propagate_forward_time: 24.3838996887, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8577117920
validation[          , genome  9861] predictions:    9849/  10000 (98.49%), best:    9858/10000 (98.58%), error:       480.93176, best error:       453.47009 on epoch:    63, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 322.3768920898s, input_fired_time: 3.5070590973, output_fired_time: 2.5347349644, propagate_forward_time: 121.2993774414, propagate_backward_time: 190.0222473145, weight_update_time: 0.4142508507, other_time: 5.0134887695
epoch time: 25.7634944916s, input_fired_time: 0.4130933285, output_fired_time: 0.0000000000, propagate_forward_time: 24.4817771912, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8686237335
validation[          , genome  9861] predictions:    9828/  10000 (98.28%), best:    9858/10000 (98.58%), error:       525.62402, best error:       453.47009 on epoch:    63, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 313.3078613281s, input_fired_time: 3.4658358097, output_fired_time: 2.5039677620, propagate_forward_time: 117.5633087158, propagate_backward_time: 184.7940216064, weight_update_time: 0.4093665183, other_time: 4.9807128906
epoch time: 25.4997348785s, input_fired_time: 0.4104627967, output_fired_time: 0.0000000000, propagate_forward_time: 24.2377052307, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8515663147
validation[          , genome  9861] predictions:    9863/  10000 (98.63%), best:    9858/10000 (98.58%), error:       461.69434, best error:       453.47009 on epoch:    63, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 325.5363464355s, input_fired_time: 3.5269293785, output_fired_time: 2.5659823418, propagate_forward_time: 122.4204559326, propagate_backward_time: 191.9952697754, weight_update_time: 0.4135327935, other_time: 5.0277252197
epoch time: 25.8304347992s, input_fired_time: 0.4158041477, output_fired_time: 0.0000000000, propagate_forward_time: 24.5307540894, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8838768005
validation[          , genome  9861] predictions:    9852/  10000 (98.52%), best:    9858/10000 (98.58%), error:       524.25385, best error:       453.47009 on epoch:    63, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 324.6340332031s, input_fired_time: 3.5330247879, output_fired_time: 2.5376148224, propagate_forward_time: 121.9560852051, propagate_backward_time: 191.6093597412, weight_update_time: 0.4153876007, other_time: 4.9979400635
epoch time: 22.9355697632s, input_fired_time: 0.3984170258, output_fired_time: 0.0000000000, propagate_forward_time: 21.7003135681, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8368396759
validation[          , genome  9861] predictions:    9833/  10000 (98.33%), best:    9858/10000 (98.58%), error:       528.75110, best error:       453.47009 on epoch:    63, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 320.4468078613s, input_fired_time: 3.4943847656, output_fired_time: 2.5156741142, propagate_forward_time: 120.5161514282, propagate_backward_time: 188.8843688965, weight_update_time: 0.4173282385, other_time: 5.0362243652
epoch time: 25.6914825439s, input_fired_time: 0.4200243652, output_fired_time: 0.0000000000, propagate_forward_time: 24.4071369171, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8643207550
validation[          , genome  9861] predictions:    9870/  10000 (98.70%), best:    9870/10000 (98.70%), error:       448.02634, best error:       448.02634 on epoch:    69, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 323.4365234375s, input_fired_time: 3.5156927109, output_fired_time: 2.5416519642, propagate_forward_time: 121.3150405884, propagate_backward_time: 191.0696868896, weight_update_time: 0.4124976397, other_time: 4.9944610596
epoch time: 25.2149581909s, input_fired_time: 0.4122935534, output_fired_time: 0.0000000000, propagate_forward_time: 23.9514732361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8511905670
validation[          , genome  9861] predictions:    9847/  10000 (98.47%), best:    9870/10000 (98.70%), error:       509.99246, best error:       448.02634 on epoch:    69, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 315.1002807617s, input_fired_time: 3.4649643898, output_fired_time: 2.4723880291, propagate_forward_time: 118.2312393188, propagate_backward_time: 185.9936676025, weight_update_time: 0.4087688029, other_time: 4.9380340576
epoch time: 25.7391319275s, input_fired_time: 0.4168756902, output_fired_time: 0.0000000000, propagate_forward_time: 24.4547748566, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8674812317
validation[          , genome  9861] predictions:    9867/  10000 (98.67%), best:    9870/10000 (98.70%), error:       461.51355, best error:       448.02634 on epoch:    69, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 324.4430847168s, input_fired_time: 3.5122947693, output_fired_time: 2.5434696674, propagate_forward_time: 121.7723770142, propagate_backward_time: 191.5852508545, weight_update_time: 0.4152759910, other_time: 5.0297088623
epoch time: 25.7433071136s, input_fired_time: 0.4150325954, output_fired_time: 0.0000000000, propagate_forward_time: 24.4621887207, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8660850525
validation[          , genome  9861] predictions:    9834/  10000 (98.34%), best:    9870/10000 (98.70%), error:       515.84454, best error:       448.02634 on epoch:    69, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 324.6003723145s, input_fired_time: 3.5128276348, output_fired_time: 2.5339183807, propagate_forward_time: 122.0551452637, propagate_backward_time: 191.5519256592, weight_update_time: 0.4134024084, other_time: 4.9465789795
epoch time: 21.7785682678s, input_fired_time: 0.3775068223, output_fired_time: 0.0000000000, propagate_forward_time: 20.6075286865, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7935333252
validation[          , genome  9861] predictions:    9854/  10000 (98.54%), best:    9870/10000 (98.70%), error:       483.58801, best error:       448.02634 on epoch:    69, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 317.2047729492s, input_fired_time: 3.4848105907, output_fired_time: 2.5001392365, propagate_forward_time: 119.2368392944, propagate_backward_time: 187.0378417969, weight_update_time: 0.4085785747, other_time: 4.9451293945
epoch time: 22.0881690979s, input_fired_time: 0.3818404377, output_fired_time: 0.0000000000, propagate_forward_time: 20.8992824554, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8070468903
validation[          , genome  9861] predictions:    9857/  10000 (98.57%), best:    9870/10000 (98.70%), error:       448.24600, best error:       448.02634 on epoch:    69, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 325.0702209473s, input_fired_time: 3.5349123478, output_fired_time: 2.5388545990, propagate_forward_time: 122.1531372070, propagate_backward_time: 191.8331604004, weight_update_time: 0.4116120040, other_time: 5.0101623535
epoch time: 25.7170562744s, input_fired_time: 0.4181135297, output_fired_time: 0.0000000000, propagate_forward_time: 24.4355735779, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8633689880
validation[          , genome  9861] predictions:    9804/  10000 (98.04%), best:    9870/10000 (98.70%), error:       639.32526, best error:       448.02634 on epoch:    69, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 322.4655151367s, input_fired_time: 3.5275619030, output_fired_time: 2.5255172253, propagate_forward_time: 121.2270889282, propagate_backward_time: 190.1325073242, weight_update_time: 0.4159600139, other_time: 5.0528564453
epoch time: 25.7582950592s, input_fired_time: 0.4155579507, output_fired_time: 0.0000000000, propagate_forward_time: 24.4836425781, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8590946198
validation[          , genome  9861] predictions:    9845/  10000 (98.45%), best:    9870/10000 (98.70%), error:       462.62827, best error:       448.02634 on epoch:    69, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 319.7374267578s, input_fired_time: 3.4956533909, output_fired_time: 2.5092275143, propagate_forward_time: 119.9791793823, propagate_backward_time: 188.7610931396, weight_update_time: 0.4127718210, other_time: 4.9922637939
epoch time: 25.8121623993s, input_fired_time: 0.4230401814, output_fired_time: 0.0000000000, propagate_forward_time: 24.5186595917, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8704624176
validation[          , genome  9861] predictions:    9819/  10000 (98.19%), best:    9870/10000 (98.70%), error:       578.58917, best error:       448.02634 on epoch:    69, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 312.9890136719s, input_fired_time: 3.4611265659, output_fired_time: 2.4384310246, propagate_forward_time: 117.4825057983, propagate_backward_time: 184.6831359863, weight_update_time: 0.4049386680, other_time: 4.9237976074
epoch time: 25.6410675049s, input_fired_time: 0.4179387689, output_fired_time: 0.0000000000, propagate_forward_time: 24.3594570160, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8636722565
validation[          , genome  9861] predictions:    9861/  10000 (98.61%), best:    9861/10000 (98.61%), error:       436.16074, best error:       436.16074 on epoch:    78, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 323.6902160645s, input_fired_time: 3.5227804184, output_fired_time: 2.5302381516, propagate_forward_time: 121.6210708618, propagate_backward_time: 191.0352783203, weight_update_time: 0.4133397937, other_time: 4.9808654785
epoch time: 25.7559375763s, input_fired_time: 0.4213179648, output_fired_time: 0.0000000000, propagate_forward_time: 24.4692535400, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8653659821
validation[          , genome  9861] predictions:    9839/  10000 (98.39%), best:    9861/10000 (98.61%), error:       495.33694, best error:       436.16074 on epoch:    78, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 320.6632690430s, input_fired_time: 3.5197000504, output_fired_time: 2.5159995556, propagate_forward_time: 120.4443969727, propagate_backward_time: 189.1539459229, weight_update_time: 0.4142257571, other_time: 5.0292205811
epoch time: 25.7272109985s, input_fired_time: 0.4215216935, output_fired_time: 0.0000000000, propagate_forward_time: 24.4321346283, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8735542297
validation[          , genome  9861] predictions:    9813/  10000 (98.13%), best:    9861/10000 (98.61%), error:       596.68018, best error:       436.16074 on epoch:    78, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 317.9265136719s, input_fired_time: 3.4991357327, output_fired_time: 2.5164577961, propagate_forward_time: 119.3040237427, propagate_backward_time: 187.6577301025, weight_update_time: 0.4067412317, other_time: 4.9491729736
epoch time: 23.8503646851s, input_fired_time: 0.3961803913, output_fired_time: 0.0000000000, propagate_forward_time: 22.6035156250, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8506679535
validation[          , genome  9861] predictions:    9834/  10000 (98.34%), best:    9861/10000 (98.61%), error:       506.08002, best error:       436.16074 on epoch:    78, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 320.1325073242s, input_fired_time: 3.5087423325, output_fired_time: 2.5162990093, propagate_forward_time: 120.1605072021, propagate_backward_time: 188.9476165771, weight_update_time: 0.4117296636, other_time: 4.9993591309
epoch time: 24.9641036987s, input_fired_time: 0.4090975523, output_fired_time: 0.0000000000, propagate_forward_time: 23.7000160217, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8549900055
validation[          , genome  9861] predictions:    9849/  10000 (98.49%), best:    9861/10000 (98.61%), error:       455.20453, best error:       436.16074 on epoch:    78, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 325.1148681641s, input_fired_time: 3.5355312824, output_fired_time: 2.5466837883, propagate_forward_time: 122.1360015869, propagate_backward_time: 191.9056091309, weight_update_time: 0.4137137532, other_time: 4.9910430908
epoch time: 25.7771911621s, input_fired_time: 0.4159109294, output_fired_time: 0.0000000000, propagate_forward_time: 24.5071296692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8541507721
validation[          , genome  9861] predictions:    9862/  10000 (98.62%), best:    9861/10000 (98.61%), error:       469.52179, best error:       436.16074 on epoch:    78, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 319.3532104492s, input_fired_time: 3.5116894245, output_fired_time: 2.5109016895, propagate_forward_time: 119.9742202759, propagate_backward_time: 188.3734588623, weight_update_time: 0.4099884927, other_time: 4.9829559326
epoch time: 25.7394485474s, input_fired_time: 0.4149044156, output_fired_time: 0.0000000000, propagate_forward_time: 24.4670372009, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8575077057
validation[          , genome  9861] predictions:    9862/  10000 (98.62%), best:    9861/10000 (98.61%), error:       451.61884, best error:       436.16074 on epoch:    78, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 320.0266723633s, input_fired_time: 3.5304472446, output_fired_time: 2.5003273487, propagate_forward_time: 120.4093017578, propagate_backward_time: 188.5372161865, weight_update_time: 0.4112308323, other_time: 5.0493621826
epoch time: 24.5750751495s, input_fired_time: 0.4085137844, output_fired_time: 0.0000000000, propagate_forward_time: 23.3077964783, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8587646484
validation[          , genome  9861] predictions:    9844/  10000 (98.44%), best:    9861/10000 (98.61%), error:       500.54922, best error:       436.16074 on epoch:    78, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 324.8513793945s, input_fired_time: 3.5540840626, output_fired_time: 2.5414412022, propagate_forward_time: 122.0718460083, propagate_backward_time: 191.6459808350, weight_update_time: 0.4136390686, other_time: 5.0380401611
epoch time: 25.7524890900s, input_fired_time: 0.4152791798, output_fired_time: 0.0000000000, propagate_forward_time: 24.4894828796, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8477268219
validation[          , genome  9861] predictions:    9844/  10000 (98.44%), best:    9861/10000 (98.61%), error:       506.33792, best error:       436.16074 on epoch:    78, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 323.8504333496s, input_fired_time: 3.5462875366, output_fired_time: 2.5751805305, propagate_forward_time: 121.6735305786, propagate_backward_time: 191.0481719971, weight_update_time: 0.4120591581, other_time: 5.0072479248
epoch time: 25.8145732880s, input_fired_time: 0.4198600948, output_fired_time: 0.0000000000, propagate_forward_time: 24.5340137482, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8606987000
validation[          , genome  9861] predictions:    9824/  10000 (98.24%), best:    9861/10000 (98.61%), error:       521.99365, best error:       436.16074 on epoch:    78, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 324.0919494629s, input_fired_time: 3.5606350899, output_fired_time: 2.5259733200, propagate_forward_time: 121.8523330688, propagate_backward_time: 191.1548004150, weight_update_time: 0.4135991335, other_time: 4.9982147217
epoch time: 25.7691745758s, input_fired_time: 0.4196956754, output_fired_time: 0.0000000000, propagate_forward_time: 24.4837341309, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8657455444
validation[          , genome  9861] predictions:    9852/  10000 (98.52%), best:    9861/10000 (98.61%), error:       478.46603, best error:       436.16074 on epoch:    78, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 321.8616333008s, input_fired_time: 3.5196931362, output_fired_time: 2.5234713554, propagate_forward_time: 120.9264526367, propagate_backward_time: 189.9247283936, weight_update_time: 0.4091709554, other_time: 4.9673004150
epoch time: 25.1296768188s, input_fired_time: 0.4156560600, output_fired_time: 0.0000000000, propagate_forward_time: 23.8725090027, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8415126801
validation[          , genome  9861] predictions:    9864/  10000 (98.64%), best:    9861/10000 (98.61%), error:       470.70343, best error:       436.16074 on epoch:    78, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 319.5865478516s, input_fired_time: 3.5077764988, output_fired_time: 2.4977352619, propagate_forward_time: 120.1335906982, propagate_backward_time: 188.4740753174, weight_update_time: 0.4094808102, other_time: 4.9733581543
epoch time: 25.4373188019s, input_fired_time: 0.4144183099, output_fired_time: 0.0000000000, propagate_forward_time: 24.1720829010, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8508167267
validation[          , genome  9861] predictions:    9836/  10000 (98.36%), best:    9861/10000 (98.61%), error:       549.92896, best error:       436.16074 on epoch:    78, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 316.8268432617s, input_fired_time: 3.4998347759, output_fired_time: 2.4986066818, propagate_forward_time: 119.0352096558, propagate_backward_time: 186.8298187256, weight_update_time: 0.4064528048, other_time: 4.9633636475
epoch time: 25.4410037994s, input_fired_time: 0.4147610366, output_fired_time: 0.0000000000, propagate_forward_time: 24.1584434509, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8677997589
validation[          , genome  9861] predictions:    9842/  10000 (98.42%), best:    9861/10000 (98.61%), error:       533.68121, best error:       436.16074 on epoch:    78, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 317.0964660645s, input_fired_time: 3.4912700653, output_fired_time: 2.4939944744, propagate_forward_time: 119.1472167969, propagate_backward_time: 187.0003051758, weight_update_time: 0.4096277654, other_time: 4.9636840820
epoch time: 25.4438266754s, input_fired_time: 0.4121468961, output_fired_time: 0.0000000000, propagate_forward_time: 24.1826343536, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8490447998
validation[          , genome  9861] predictions:    9856/  10000 (98.56%), best:    9861/10000 (98.61%), error:       483.96179, best error:       436.16074 on epoch:    78, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 322.5734252930s, input_fired_time: 3.5266966820, output_fired_time: 2.5273890495, propagate_forward_time: 121.0646972656, propagate_backward_time: 190.4931793213, weight_update_time: 0.4101795256, other_time: 4.9614715576
epoch time: 24.5477485657s, input_fired_time: 0.4117495716, output_fired_time: 0.0000000000, propagate_forward_time: 23.2870063782, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8489933014
validation[          , genome  9861] predictions:    9835/  10000 (98.35%), best:    9861/10000 (98.61%), error:       497.47195, best error:       436.16074 on epoch:    78, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 319.4679260254s, input_fired_time: 3.5195944309, output_fired_time: 2.5112762451, propagate_forward_time: 119.8417053223, propagate_backward_time: 188.6244964600, weight_update_time: 0.4113780856, other_time: 4.9708709717
epoch time: 25.7795772552s, input_fired_time: 0.4212258458, output_fired_time: 0.0000000000, propagate_forward_time: 24.5087070465, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8496437073
validation[          , genome  9861] predictions:    9851/  10000 (98.51%), best:    9861/10000 (98.61%), error:       497.46481, best error:       436.16074 on epoch:    78, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 324.5013732910s, input_fired_time: 3.5481340885, output_fired_time: 2.5456101894, propagate_forward_time: 121.9890213013, propagate_backward_time: 191.4279327393, weight_update_time: 0.4125012159, other_time: 4.9906768799
epoch time: 25.5680904388s, input_fired_time: 0.4155061841, output_fired_time: 0.0000000000, propagate_forward_time: 24.2933158875, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8592681885
validation[          , genome  9861] predictions:    9841/  10000 (98.41%), best:    9861/10000 (98.61%), error:       545.15839, best error:       436.16074 on epoch:    78, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 321.8523559570s, input_fired_time: 3.5303220749, output_fired_time: 2.5294227600, propagate_forward_time: 120.9703292847, propagate_backward_time: 189.8252716064, weight_update_time: 0.4107277691, other_time: 4.9969940186
epoch time: 25.7710533142s, input_fired_time: 0.4241106808, output_fired_time: 0.0000000000, propagate_forward_time: 24.4619598389, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8849830627
validation[          , genome  9861] predictions:    9852/  10000 (98.52%), best:    9861/10000 (98.61%), error:       483.23102, best error:       436.16074 on epoch:    78, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 315.3856506348s, input_fired_time: 3.4786882401, output_fired_time: 2.4829177856, propagate_forward_time: 118.5764083862, propagate_backward_time: 185.8479461670, weight_update_time: 0.4072948992, other_time: 4.9996795654
epoch time: 25.6549034119s, input_fired_time: 0.4189360738, output_fired_time: 0.0000000000, propagate_forward_time: 24.3803901672, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8555774689
validation[          , genome  9861] predictions:    9829/  10000 (98.29%), best:    9861/10000 (98.61%), error:       555.43274, best error:       436.16074 on epoch:    78, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 322.3405761719s, input_fired_time: 3.5230324268, output_fired_time: 2.5298275948, propagate_forward_time: 120.9916458130, propagate_backward_time: 190.3318328857, weight_update_time: 0.4103729725, other_time: 4.9642486572
epoch time: 25.7369346619s, input_fired_time: 0.4155728221, output_fired_time: 0.0000000000, propagate_forward_time: 24.4650993347, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8562622070
validation[          , genome  9861] predictions:    9846/  10000 (98.46%), best:    9861/10000 (98.61%), error:       476.41458, best error:       436.16074 on epoch:    78, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 322.4099731445s, input_fired_time: 3.5274755955, output_fired_time: 2.5220067501, propagate_forward_time: 121.1662979126, propagate_backward_time: 190.1882171631, weight_update_time: 0.4127545357, other_time: 5.0059967041
epoch time: 25.5006942749s, input_fired_time: 0.4184030592, output_fired_time: 0.0000000000, propagate_forward_time: 24.2269535065, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8553371429
validation[          , genome  9861] predictions:    9853/  10000 (98.53%), best:    9861/10000 (98.61%), error:       476.82010, best error:       436.16074 on epoch:    78, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 316.3683776855s, input_fired_time: 3.4859399796, output_fired_time: 2.4999830723, propagate_forward_time: 118.7084426880, propagate_backward_time: 186.7204284668, weight_update_time: 0.4101377726, other_time: 4.9536132812
epoch time: 25.7244167328s, input_fired_time: 0.4208311737, output_fired_time: 0.0000000000, propagate_forward_time: 24.4724578857, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8311271667
validation[          , genome  9861] predictions:    9845/  10000 (98.45%), best:    9861/10000 (98.61%), error:       479.36807, best error:       436.16074 on epoch:    78, 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: 119.6657791138s, input_fired_time: 2.0481674671, output_fired_time: 0.0000000000, propagate_forward_time: 113.3386154175, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.2789993286
best training[          , genome  9861] predictions:   49929/  50000 (99.86%), best:    9861/10000 (98.61%), error:       525.49738, best error:       436.16074 on epoch:    78, 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: 25.7553119659s, input_fired_time: 0.4172342420, output_fired_time: 0.0000000000, propagate_forward_time: 24.4763050079, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8617725372
   testing[          , genome  9861] predictions:    9870/  10000 (98.70%), best:    9861/10000 (98.61%), error:       403.79175, best error:       436.16074 on epoch:    78, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
05:24:03 (70839): called boinc_finish(0)

</stderr_txt>
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