Nameexact_genome_1512568488_44_2428_1
Workunit2583476
Created6 Dec 2017, 23:40:20 UTC
Sent6 Dec 2017, 23:45:08 UTC
Report deadline11 Dec 2017, 18:02:23 UTC
Received7 Dec 2017, 23:32:50 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID65413
Run time1 hours 55 min 15 sec
CPU time1 hours 55 min 15 sec
Validate stateValid
Credit1,190.50
Device peak FLOPS3.73 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size149.46 MB
Peak swap size151.25 MB
Peak disk usage0.98 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
, epoch:   13/100, mu: 0.7384625077, learning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 63.2091102600s, input_fired_time: 0.6669642329, output_fired_time: 0.4374443591, propagate_forward_time: 24.7006530762, propagate_backward_time: 35.4409446716, weight_update_time: 0.0791955218, other_time: 1.9631042480
epoch time: 5.1278371811s, input_fired_time: 0.0733541548, output_fired_time: 0.0000000000, propagate_forward_time: 4.7128100395, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3416728973
validation[          , genome  2428] predictions:    9516/  10000 (95.16%), best:    9593/10000 (95.93%), error:      1673.04944, best error:      1405.84863 on epoch:    10, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 70.9012603760s, input_fired_time: 0.7102964520, output_fired_time: 0.4830920100, propagate_forward_time: 27.8900718689, propagate_backward_time: 39.6516075134, weight_update_time: 0.0881316513, other_time: 2.1661911011
epoch time: 4.6025753021s, input_fired_time: 0.0687636659, output_fired_time: 0.0000000000, propagate_forward_time: 4.2180371284, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3157744408
validation[          , genome  2428] predictions:    9577/  10000 (95.77%), best:    9593/10000 (95.93%), error:      1429.52356, best error:      1405.84863 on epoch:    10, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 62.0907363892s, input_fired_time: 0.6537403464, output_fired_time: 0.4310356975, propagate_forward_time: 24.2013931274, propagate_backward_time: 34.8374786377, weight_update_time: 0.0782877132, other_time: 1.9670906067
epoch time: 4.9026231766s, input_fired_time: 0.0709324926, output_fired_time: 0.0000000000, propagate_forward_time: 4.4900970459, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3415937424
validation[          , genome  2428] predictions:    9528/  10000 (95.28%), best:    9593/10000 (95.93%), error:      1538.56946, best error:      1405.84863 on epoch:    10, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 65.0086898804s, input_fired_time: 0.6669290662, output_fired_time: 0.4480155110, propagate_forward_time: 25.3598251343, propagate_backward_time: 36.4828300476, weight_update_time: 0.0815482065, other_time: 2.0510864258
epoch time: 5.1086606979s, input_fired_time: 0.0746517330, output_fired_time: 0.0000000000, propagate_forward_time: 4.6791663170, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3548426628
validation[          , genome  2428] predictions:    9533/  10000 (95.33%), best:    9593/10000 (95.93%), error:      1503.53809, best error:      1405.84863 on epoch:    10, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 62.7723770142s, input_fired_time: 0.6539138556, output_fired_time: 0.4352470636, propagate_forward_time: 24.4530200958, propagate_backward_time: 35.2973403931, weight_update_time: 0.0792540237, other_time: 1.9328536987
epoch time: 6.5541057587s, input_fired_time: 0.0870306045, output_fired_time: 0.0000000000, propagate_forward_time: 6.0722584724, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3948168755
validation[          , genome  2428] predictions:    9562/  10000 (95.62%), best:    9593/10000 (95.93%), error:      1499.04932, best error:      1405.84863 on epoch:    10, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 62.8942031860s, input_fired_time: 0.6566540003, output_fired_time: 0.4374053180, propagate_forward_time: 24.6939811707, propagate_backward_time: 35.2081298828, weight_update_time: 0.0797603279, other_time: 1.8980331421
epoch time: 6.4363312721s, input_fired_time: 0.0873873532, output_fired_time: 0.0000000000, propagate_forward_time: 5.9612874985, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3876562119
validation[          , genome  2428] predictions:    9615/  10000 (96.15%), best:    9615/10000 (96.15%), error:      1330.59863, best error:      1330.59863 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 63.2901687622s, input_fired_time: 0.6556771994, output_fired_time: 0.4352538586, propagate_forward_time: 24.8339786530, propagate_backward_time: 35.4520034790, weight_update_time: 0.0796194151, other_time: 1.9132537842
epoch time: 5.0434246063s, input_fired_time: 0.0726116896, output_fired_time: 0.0000000000, propagate_forward_time: 4.6519861221, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3188266754
validation[          , genome  2428] predictions:    9552/  10000 (95.52%), best:    9615/10000 (96.15%), error:      1550.96936, best error:      1330.59863 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 62.1238136292s, input_fired_time: 0.6523081660, output_fired_time: 0.4302397966, propagate_forward_time: 24.3272056580, propagate_backward_time: 34.8499679565, weight_update_time: 0.0774869695, other_time: 1.8640899658
epoch time: 4.9481110573s, input_fired_time: 0.0708883256, output_fired_time: 0.0000000000, propagate_forward_time: 4.5687589645, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3084635735
validation[          , genome  2428] predictions:    9571/  10000 (95.71%), best:    9615/10000 (96.15%), error:      1438.19971, best error:      1330.59863 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 62.3114509583s, input_fired_time: 0.6529791355, output_fired_time: 0.4319380522, propagate_forward_time: 24.3989257812, propagate_backward_time: 34.9653930664, weight_update_time: 0.0778126940, other_time: 1.8622131348
epoch time: 4.7690963745s, input_fired_time: 0.0705062300, output_fired_time: 0.0000000000, propagate_forward_time: 4.3982572556, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3003330231
validation[          , genome  2428] predictions:    9583/  10000 (95.83%), best:    9615/10000 (96.15%), error:      1451.04248, best error:      1330.59863 on epoch:    19, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 57.7010383606s, input_fired_time: 0.6249670982, output_fired_time: 0.4056073725, propagate_forward_time: 22.5487728119, propagate_backward_time: 32.3830108643, weight_update_time: 0.0720950142, other_time: 1.7386779785
epoch time: 4.5571141243s, input_fired_time: 0.0671050176, output_fired_time: 0.0000000000, propagate_forward_time: 4.1995067596, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2905025482
validation[          , genome  2428] predictions:    9579/  10000 (95.79%), best:    9615/10000 (96.15%), error:      1405.41882, best error:      1330.59863 on epoch:    19, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 58.0602836609s, input_fired_time: 0.6291136742, output_fired_time: 0.4065299034, propagate_forward_time: 22.6527690887, propagate_backward_time: 32.6054649353, weight_update_time: 0.0733141452, other_time: 1.7664070129
epoch time: 4.8169002533s, input_fired_time: 0.0693486929, output_fired_time: 0.0000000000, propagate_forward_time: 4.4441370964, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3034143448
validation[          , genome  2428] predictions:    9598/  10000 (95.98%), best:    9615/10000 (96.15%), error:      1352.51587, best error:      1330.59863 on epoch:    19, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 58.1980819702s, input_fired_time: 0.6297681928, output_fired_time: 0.4106259048, propagate_forward_time: 22.7508258820, propagate_backward_time: 32.6417465210, weight_update_time: 0.0734082013, other_time: 1.7651138306
epoch time: 4.9049320221s, input_fired_time: 0.0716034546, output_fired_time: 0.0000000000, propagate_forward_time: 4.5276641846, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3056645393
validation[          , genome  2428] predictions:    9605/  10000 (96.05%), best:    9615/10000 (96.15%), error:      1335.31750, best error:      1330.59863 on epoch:    19, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 58.6160087585s, input_fired_time: 0.6291846633, output_fired_time: 0.4106144011, propagate_forward_time: 22.8094520569, propagate_backward_time: 32.9941787720, weight_update_time: 0.0735818371, other_time: 1.7725791931
epoch time: 4.7613792419s, input_fired_time: 0.0694386587, output_fired_time: 0.0000000000, propagate_forward_time: 4.3890147209, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3029260635
validation[          , genome  2428] predictions:    9619/  10000 (96.19%), best:    9619/10000 (96.19%), error:      1278.02466, best error:      1278.02466 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 62.6369476318s, input_fired_time: 0.6578175426, output_fired_time: 0.4343585670, propagate_forward_time: 24.5731315613, propagate_backward_time: 35.0912132263, weight_update_time: 0.0789184347, other_time: 1.8804283142
epoch time: 5.6388516426s, input_fired_time: 0.0804990828, output_fired_time: 0.0000000000, propagate_forward_time: 5.2060589790, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3522934914
validation[          , genome  2428] predictions:    9580/  10000 (95.80%), best:    9619/10000 (96.19%), error:      1404.75903, best error:      1278.02466 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 72.6634521484s, input_fired_time: 0.7181273103, output_fired_time: 0.4907687604, propagate_forward_time: 28.5940704346, propagate_backward_time: 40.7255249023, weight_update_time: 0.0911360309, other_time: 2.1349639893
epoch time: 6.6082296371s, input_fired_time: 0.0897135958, output_fired_time: 0.0000000000, propagate_forward_time: 6.1210794449, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3974366188
validation[          , genome  2428] predictions:    9497/  10000 (94.97%), best:    9619/10000 (96.19%), error:      1680.31042, best error:      1278.02466 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 62.4821319580s, input_fired_time: 0.6585311890, output_fired_time: 0.4318969846, propagate_forward_time: 24.4373588562, propagate_backward_time: 35.0595817566, weight_update_time: 0.0797757283, other_time: 1.8947639465
epoch time: 5.9609212875s, input_fired_time: 0.0813242942, output_fired_time: 0.0000000000, propagate_forward_time: 5.5148530006, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3647441864
validation[          , genome  2428] predictions:    9563/  10000 (95.63%), best:    9619/10000 (96.19%), error:      1443.59033, best error:      1278.02466 on epoch:    26, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 58.2979621887s, input_fired_time: 0.6341177821, output_fired_time: 0.4092080891, propagate_forward_time: 22.6964168549, propagate_backward_time: 32.7632408142, weight_update_time: 0.0748627633, other_time: 1.7949790955
epoch time: 4.6900210381s, input_fired_time: 0.0705060139, output_fired_time: 0.0000000000, propagate_forward_time: 4.3150820732, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3044328690
validation[          , genome  2428] predictions:    9589/  10000 (95.89%), best:    9619/10000 (96.19%), error:      1449.11694, best error:      1278.02466 on epoch:    26, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 54.4759140015s, input_fired_time: 0.6135132313, output_fired_time: 0.3840070665, propagate_forward_time: 21.2018585205, propagate_backward_time: 30.5593242645, weight_update_time: 0.0709899291, other_time: 1.7172107697
epoch time: 5.5026383400s, input_fired_time: 0.0787377208, output_fired_time: 0.0000000000, propagate_forward_time: 5.0829305649, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3409700394
validation[          , genome  2428] predictions:    9608/  10000 (96.08%), best:    9619/10000 (96.19%), error:      1303.74585, best error:      1278.02466 on epoch:    26, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 65.7530136108s, input_fired_time: 0.6820880175, output_fired_time: 0.4517868757, propagate_forward_time: 25.8069915771, propagate_backward_time: 36.8378219604, weight_update_time: 0.0822919235, other_time: 1.9743194580
epoch time: 6.6160302162s, input_fired_time: 0.0902097374, output_fired_time: 0.0000000000, propagate_forward_time: 6.1319117546, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3939085007
validation[          , genome  2428] predictions:    9596/  10000 (95.96%), best:    9619/10000 (96.19%), error:      1408.84741, best error:      1278.02466 on epoch:    26, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 69.6798019409s, input_fired_time: 0.7069566250, output_fired_time: 0.4770008326, propagate_forward_time: 27.4150085449, propagate_backward_time: 39.0012245178, weight_update_time: 0.0868079960, other_time: 2.0796165466
epoch time: 5.3006601334s, input_fired_time: 0.0757627040, output_fired_time: 0.0000000000, propagate_forward_time: 4.8902144432, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3346829414
validation[          , genome  2428] predictions:    9440/  10000 (94.40%), best:    9619/10000 (96.19%), error:      1904.18042, best error:      1278.02466 on epoch:    26, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 60.7613830566s, input_fired_time: 0.6467988491, output_fired_time: 0.4211609662, propagate_forward_time: 23.8645057678, propagate_backward_time: 33.9435272217, weight_update_time: 0.0771560222, other_time: 1.8853912354
epoch time: 5.1236076355s, input_fired_time: 0.0740463883, output_fired_time: 0.0000000000, propagate_forward_time: 4.7257986069, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3237624168
validation[          , genome  2428] predictions:    9522/  10000 (95.22%), best:    9619/10000 (96.19%), error:      1585.16052, best error:      1278.02466 on epoch:    26, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 67.5762252808s, input_fired_time: 0.6856231093, output_fired_time: 0.4695925713, propagate_forward_time: 26.5383529663, propagate_backward_time: 37.8429679871, weight_update_time: 0.0841134414, other_time: 2.0396919250
epoch time: 5.5893154144s, input_fired_time: 0.0791421831, output_fired_time: 0.0000000000, propagate_forward_time: 5.1622695923, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3479037285
validation[          , genome  2428] predictions:    9533/  10000 (95.33%), best:    9619/10000 (96.19%), error:      1551.21021, best error:      1278.02466 on epoch:    26, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 61.3875694275s, input_fired_time: 0.6462426186, output_fired_time: 0.4274123907, propagate_forward_time: 24.0648307800, propagate_backward_time: 34.3527069092, weight_update_time: 0.0771190599, other_time: 1.8963737488
epoch time: 5.4406981468s, input_fired_time: 0.0754995272, output_fired_time: 0.0000000000, propagate_forward_time: 5.0180172920, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3471813202
validation[          , genome  2428] predictions:    9548/  10000 (95.48%), best:    9619/10000 (96.19%), error:      1529.98340, best error:      1278.02466 on epoch:    26, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 64.1322097778s, input_fired_time: 0.6630639434, output_fired_time: 0.4426529408, propagate_forward_time: 25.0559787750, propagate_backward_time: 36.0119514465, weight_update_time: 0.0801764280, other_time: 1.9585609436
epoch time: 4.8695201874s, input_fired_time: 0.0701198429, output_fired_time: 0.0000000000, propagate_forward_time: 4.4716186523, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3277816772
validation[          , genome  2428] predictions:    9535/  10000 (95.35%), best:    9619/10000 (96.19%), error:      1548.29712, best error:      1278.02466 on epoch:    26, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 59.7688941956s, input_fired_time: 0.6354281306, output_fired_time: 0.4294006824, propagate_forward_time: 23.4232864380, propagate_backward_time: 33.4250373840, weight_update_time: 0.0749513954, other_time: 1.8557395935
epoch time: 5.0840172768s, input_fired_time: 0.0715509504, output_fired_time: 0.0000000000, propagate_forward_time: 4.6931118965, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3193545341
validation[          , genome  2428] predictions:    9554/  10000 (95.54%), best:    9619/10000 (96.19%), error:      1470.33984, best error:      1278.02466 on epoch:    26, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 60.5462226868s, input_fired_time: 0.6331423521, output_fired_time: 0.4279988706, propagate_forward_time: 23.6967372894, propagate_backward_time: 33.9948692322, weight_update_time: 0.0755230859, other_time: 1.7934761047
epoch time: 5.1729545593s, input_fired_time: 0.0724740922, output_fired_time: 0.0000000000, propagate_forward_time: 4.7807564735, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3197240829
validation[          , genome  2428] predictions:    9583/  10000 (95.83%), best:    9619/10000 (96.19%), error:      1509.37524, best error:      1278.02466 on epoch:    26, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 65.3674850464s, input_fired_time: 0.6656312943, output_fired_time: 0.4511073530, propagate_forward_time: 25.6705093384, propagate_backward_time: 36.6667556763, weight_update_time: 0.0809811875, other_time: 1.9134750366
epoch time: 5.2476601601s, input_fired_time: 0.0725318491, output_fired_time: 0.0000000000, propagate_forward_time: 4.8515524864, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3235759735
validation[          , genome  2428] predictions:    9604/  10000 (96.04%), best:    9619/10000 (96.19%), error:      1403.65564, best error:      1278.02466 on epoch:    26, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 60.8433227539s, input_fired_time: 0.6383545399, output_fired_time: 0.4242816269, propagate_forward_time: 23.7727375031, propagate_backward_time: 34.1924057007, weight_update_time: 0.0762346387, other_time: 1.8155441284
epoch time: 4.9254031181s, input_fired_time: 0.0702271536, output_fired_time: 0.0000000000, propagate_forward_time: 4.5453262329, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3098497391
validation[          , genome  2428] predictions:    9543/  10000 (95.43%), best:    9619/10000 (96.19%), error:      1462.89087, best error:      1278.02466 on epoch:    26, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 58.8828506470s, input_fired_time: 0.6258425713, output_fired_time: 0.4141907096, propagate_forward_time: 22.9974174500, propagate_backward_time: 33.0712623596, weight_update_time: 0.0741418898, other_time: 1.7741355896
epoch time: 6.5952968597s, input_fired_time: 0.0869129151, output_fired_time: 0.0000000000, propagate_forward_time: 6.1145167351, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3938670158
validation[          , genome  2428] predictions:    9519/  10000 (95.19%), best:    9619/10000 (96.19%), error:      1584.92017, best error:      1278.02466 on epoch:    26, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 60.2462272644s, input_fired_time: 0.6466625929, output_fired_time: 0.4212216139, propagate_forward_time: 23.5661163330, propagate_backward_time: 33.7265892029, weight_update_time: 0.0781973451, other_time: 1.8856353760
epoch time: 6.6301593781s, input_fired_time: 0.0903707445, output_fired_time: 0.0000000000, propagate_forward_time: 6.1376185417, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4021701813
validation[          , genome  2428] predictions:    9557/  10000 (95.57%), best:    9619/10000 (96.19%), error:      1496.66602, best error:      1278.02466 on epoch:    26, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 63.7731819153s, input_fired_time: 0.6594563723, output_fired_time: 0.4431885183, propagate_forward_time: 25.0157527924, propagate_backward_time: 35.7332839966, weight_update_time: 0.0803188980, other_time: 1.9215011597
epoch time: 4.5533404350s, input_fired_time: 0.0660758466, output_fired_time: 0.0000000000, propagate_forward_time: 4.1954722404, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2917923927
validation[          , genome  2428] predictions:    9545/  10000 (95.45%), best:    9619/10000 (96.19%), error:      1507.63965, best error:      1278.02466 on epoch:    26, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 56.9013786316s, input_fired_time: 0.6233091950, output_fired_time: 0.4026334286, propagate_forward_time: 22.1559009552, propagate_backward_time: 31.9215164185, weight_update_time: 0.0738235936, other_time: 1.7980194092
epoch time: 4.6689033508s, input_fired_time: 0.0699898675, output_fired_time: 0.0000000000, propagate_forward_time: 4.2941985130, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3047151566
validation[          , genome  2428] predictions:    9600/  10000 (96.00%), best:    9619/10000 (96.19%), error:      1381.57227, best error:      1278.02466 on epoch:    26, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 55.5061683655s, input_fired_time: 0.6166809797, output_fired_time: 0.3983884454, propagate_forward_time: 21.6300544739, propagate_backward_time: 31.0724086761, weight_update_time: 0.0729652271, other_time: 1.7886371613
epoch time: 4.7287077904s, input_fired_time: 0.0696434900, output_fired_time: 0.0000000000, propagate_forward_time: 4.3539676666, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3050966263
validation[          , genome  2428] predictions:    9603/  10000 (96.03%), best:    9619/10000 (96.19%), error:      1392.87646, best error:      1278.02466 on epoch:    26, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 54.3505973816s, input_fired_time: 0.6074392796, output_fired_time: 0.3863459826, propagate_forward_time: 20.9593677521, propagate_backward_time: 30.6627025604, weight_update_time: 0.0719180778, other_time: 1.7347431183
epoch time: 4.9149823189s, input_fired_time: 0.0719119683, output_fired_time: 0.0000000000, propagate_forward_time: 4.5283718109, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3146986961
validation[          , genome  2428] predictions:    9603/  10000 (96.03%), best:    9619/10000 (96.19%), error:      1386.85925, best error:      1278.02466 on epoch:    26, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 62.7354469299s, input_fired_time: 0.6581041813, output_fired_time: 0.4359929860, propagate_forward_time: 24.5451087952, propagate_backward_time: 35.1745414734, weight_update_time: 0.0803739429, other_time: 1.9216995239
epoch time: 5.8264174461s, input_fired_time: 0.0770317838, output_fired_time: 0.0000000000, propagate_forward_time: 5.4003348351, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3490509987
validation[          , genome  2428] predictions:    9519/  10000 (95.19%), best:    9619/10000 (96.19%), error:      1639.33203, best error:      1278.02466 on epoch:    26, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 65.5669784546s, input_fired_time: 0.6588315368, output_fired_time: 0.4478625059, propagate_forward_time: 25.6994132996, propagate_backward_time: 36.8868789673, weight_update_time: 0.0790316239, other_time: 1.8739967346
epoch time: 5.0737037659s, input_fired_time: 0.0685961470, output_fired_time: 0.0000000000, propagate_forward_time: 4.6769957542, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3281116486
validation[          , genome  2428] predictions:    9569/  10000 (95.69%), best:    9619/10000 (96.19%), error:      1491.97473, best error:      1278.02466 on epoch:    26, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 59.0053596497s, input_fired_time: 0.6251296997, output_fired_time: 0.4094520211, propagate_forward_time: 23.1031856537, propagate_backward_time: 33.1334114075, weight_update_time: 0.0721130446, other_time: 1.7341804504
epoch time: 4.7611489296s, input_fired_time: 0.0671780333, output_fired_time: 0.0000000000, propagate_forward_time: 4.3965792656, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2973914146
validation[          , genome  2428] predictions:    9583/  10000 (95.83%), best:    9619/10000 (96.19%), error:      1509.76208, best error:      1278.02466 on epoch:    26, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 66.0351028442s, input_fired_time: 0.6775491834, output_fired_time: 0.4513920546, propagate_forward_time: 25.9407787323, propagate_backward_time: 37.0552864075, weight_update_time: 0.0808634385, other_time: 1.9100914001
epoch time: 4.3712267876s, input_fired_time: 0.0654706880, output_fired_time: 0.0000000000, propagate_forward_time: 4.0235757828, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2821803093
validation[          , genome  2428] predictions:    9551/  10000 (95.51%), best:    9619/10000 (96.19%), error:      1522.92969, best error:      1278.02466 on epoch:    26, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 62.3146667480s, input_fired_time: 0.6432349682, output_fired_time: 0.4287450612, propagate_forward_time: 24.3577613831, propagate_backward_time: 35.0587921143, weight_update_time: 0.0757685900, other_time: 1.8261337280
epoch time: 4.9476213455s, input_fired_time: 0.0690148771, output_fired_time: 0.0000000000, propagate_forward_time: 4.5745458603, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3040604591
validation[          , genome  2428] predictions:    9560/  10000 (95.60%), best:    9619/10000 (96.19%), error:      1583.43262, best error:      1278.02466 on epoch:    26, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 59.5539321899s, input_fired_time: 0.6283170581, output_fired_time: 0.4156119227, propagate_forward_time: 23.2413444519, propagate_backward_time: 33.4955406189, weight_update_time: 0.0729241520, other_time: 1.7731170654
epoch time: 5.0073194504s, input_fired_time: 0.0688656792, output_fired_time: 0.0000000000, propagate_forward_time: 4.6243333817, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3141202927
validation[          , genome  2428] predictions:    9564/  10000 (95.64%), best:    9619/10000 (96.19%), error:      1505.65466, best error:      1278.02466 on epoch:    26, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 58.5048179626s, input_fired_time: 0.6237334013, output_fired_time: 0.4074898362, propagate_forward_time: 22.9388237000, propagate_backward_time: 32.7992515564, weight_update_time: 0.0706407800, other_time: 1.7355194092
epoch time: 4.9098629951s, input_fired_time: 0.0676720068, output_fired_time: 0.0000000000, propagate_forward_time: 4.5337171555, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3084740639
validation[          , genome  2428] predictions:    9537/  10000 (95.37%), best:    9619/10000 (96.19%), error:      1548.86670, best error:      1278.02466 on epoch:    26, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 59.9601936340s, input_fired_time: 0.6297010183, output_fired_time: 0.4162312746, propagate_forward_time: 23.4309997559, propagate_backward_time: 33.7130393982, weight_update_time: 0.0735283941, other_time: 1.7702217102
epoch time: 5.0003676414s, input_fired_time: 0.0698868111, output_fired_time: 0.0000000000, propagate_forward_time: 4.6193380356, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3111429214
validation[          , genome  2428] predictions:    9603/  10000 (96.03%), best:    9619/10000 (96.19%), error:      1387.56067, best error:      1278.02466 on epoch:    26, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 58.9178733826s, input_fired_time: 0.6258876920, output_fired_time: 0.4104037583, propagate_forward_time: 23.0456256866, propagate_backward_time: 33.0987854004, weight_update_time: 0.0715107694, other_time: 1.7371673584
epoch time: 5.0293922424s, input_fired_time: 0.0696352869, output_fired_time: 0.0000000000, propagate_forward_time: 4.6442251205, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3155317307
validation[          , genome  2428] predictions:    9588/  10000 (95.88%), best:    9619/10000 (96.19%), error:      1417.88904, best error:      1278.02466 on epoch:    26, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 64.7239761353s, input_fired_time: 0.6675604582, output_fired_time: 0.4420598745, propagate_forward_time: 25.4738636017, propagate_backward_time: 36.2599716187, weight_update_time: 0.0781391636, other_time: 1.8805236816
epoch time: 5.5313162804s, input_fired_time: 0.0749943256, output_fired_time: 0.0000000000, propagate_forward_time: 5.1058506966, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3504710197
validation[          , genome  2428] predictions:    9614/  10000 (96.14%), best:    9619/10000 (96.19%), error:      1365.25220, best error:      1278.02466 on epoch:    26, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 65.4485473633s, input_fired_time: 0.6660788655, output_fired_time: 0.4479363263, propagate_forward_time: 25.7045879364, propagate_backward_time: 36.7528915405, weight_update_time: 0.0791286007, other_time: 1.8770523071
epoch time: 5.9542436600s, input_fired_time: 0.0827998370, output_fired_time: 0.0000000000, propagate_forward_time: 5.5123939514, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3590497971
validation[          , genome  2428] predictions:    9611/  10000 (96.11%), best:    9619/10000 (96.19%), error:      1372.35474, best error:      1278.02466 on epoch:    26, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 65.6715240479s, input_fired_time: 0.6704910398, output_fired_time: 0.4484992623, propagate_forward_time: 25.7762508392, propagate_backward_time: 36.8847084045, weight_update_time: 0.0795223340, other_time: 1.8915672302
epoch time: 5.2294831276s, input_fired_time: 0.0721578524, output_fired_time: 0.0000000000, propagate_forward_time: 4.8362078667, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3211174011
validation[          , genome  2428] predictions:    9597/  10000 (95.97%), best:    9619/10000 (96.19%), error:      1357.01038, best error:      1278.02466 on epoch:    26, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 65.9263381958s, input_fired_time: 0.6771221757, output_fired_time: 0.4519158900, propagate_forward_time: 25.9078006744, propagate_backward_time: 36.9637870789, weight_update_time: 0.0813803375, other_time: 1.9257087708
epoch time: 6.3839459419s, input_fired_time: 0.0821676478, output_fired_time: 0.0000000000, propagate_forward_time: 5.9238748550, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3779034615
validation[          , genome  2428] predictions:    9593/  10000 (95.93%), best:    9619/10000 (96.19%), error:      1430.95667, best error:      1278.02466 on epoch:    26, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 69.8587799072s, input_fired_time: 0.6952961683, output_fired_time: 0.4707145095, propagate_forward_time: 27.5239944458, propagate_backward_time: 39.1480255127, weight_update_time: 0.0851295888, other_time: 2.0207519531
epoch time: 6.3256006241s, input_fired_time: 0.0858102292, output_fired_time: 0.0000000000, propagate_forward_time: 5.8618617058, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3779287338
validation[          , genome  2428] predictions:    9607/  10000 (96.07%), best:    9619/10000 (96.19%), error:      1416.42981, best error:      1278.02466 on epoch:    26, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 68.4694976807s, input_fired_time: 0.6862468719, output_fired_time: 0.4652266204, propagate_forward_time: 26.9829540253, propagate_backward_time: 38.3772277832, weight_update_time: 0.0832013041, other_time: 1.9578399658
epoch time: 5.0817880630s, input_fired_time: 0.0707634166, output_fired_time: 0.0000000000, propagate_forward_time: 4.6986789703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3123455048
validation[          , genome  2428] predictions:    9606/  10000 (96.06%), best:    9619/10000 (96.19%), error:      1380.43689, best error:      1278.02466 on epoch:    26, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 61.2361831665s, input_fired_time: 0.6346402168, output_fired_time: 0.4229082465, propagate_forward_time: 23.9276523590, propagate_backward_time: 34.4721031189, weight_update_time: 0.0748863071, other_time: 1.7788810730
epoch time: 4.9648585320s, input_fired_time: 0.0687711909, output_fired_time: 0.0000000000, propagate_forward_time: 4.5887718201, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3073153496
validation[          , genome  2428] predictions:    9547/  10000 (95.47%), best:    9619/10000 (96.19%), error:      1543.08069, best error:      1278.02466 on epoch:    26, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 63.1499443054s, input_fired_time: 0.6637669206, output_fired_time: 0.4342779219, propagate_forward_time: 24.7521991730, propagate_backward_time: 35.4307212830, weight_update_time: 0.0790671706, other_time: 1.8689765930
epoch time: 4.5542922020s, input_fired_time: 0.0655436739, output_fired_time: 0.0000000000, propagate_forward_time: 4.1966929436, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2920556068
validation[          , genome  2428] predictions:    9561/  10000 (95.61%), best:    9619/10000 (96.19%), error:      1461.95239, best error:      1278.02466 on epoch:    26, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 62.0296669006s, input_fired_time: 0.6514932513, output_fired_time: 0.4294046760, propagate_forward_time: 24.2512969971, propagate_backward_time: 34.8545951843, weight_update_time: 0.0780059919, other_time: 1.8428764343
epoch time: 4.5105037689s, input_fired_time: 0.0654892772, output_fired_time: 0.0000000000, propagate_forward_time: 4.1560258865, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2889885902
validation[          , genome  2428] predictions:    9557/  10000 (95.57%), best:    9619/10000 (96.19%), error:      1517.37061, best error:      1278.02466 on epoch:    26, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 55.7942276001s, input_fired_time: 0.6150649190, output_fired_time: 0.3931176066, propagate_forward_time: 21.7708721161, propagate_backward_time: 31.3073463440, weight_update_time: 0.0719297230, other_time: 1.7078285217
epoch time: 4.9307670593s, input_fired_time: 0.0697698295, output_fired_time: 0.0000000000, propagate_forward_time: 4.5516743660, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3093228340
validation[          , genome  2428] predictions:    9586/  10000 (95.86%), best:    9619/10000 (96.19%), error:      1419.83728, best error:      1278.02466 on epoch:    26, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 67.8924942017s, input_fired_time: 0.6787679195, output_fired_time: 0.4609863162, propagate_forward_time: 26.7410774231, propagate_backward_time: 38.0804862976, weight_update_time: 0.0823490247, other_time: 1.9311828613
epoch time: 5.0575046539s, input_fired_time: 0.0690455437, output_fired_time: 0.0000000000, propagate_forward_time: 4.6767640114, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3116950989
validation[          , genome  2428] predictions:    9552/  10000 (95.52%), best:    9619/10000 (96.19%), error:      1494.09717, best error:      1278.02466 on epoch:    26, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 58.5719871521s, input_fired_time: 0.6212321520, output_fired_time: 0.4106864333, propagate_forward_time: 22.8298625946, propagate_backward_time: 32.9987487793, weight_update_time: 0.0718721449, other_time: 1.7114562988
epoch time: 5.0401468277s, input_fired_time: 0.0700851455, output_fired_time: 0.0000000000, propagate_forward_time: 4.6584439278, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3116178513
validation[          , genome  2428] predictions:    9603/  10000 (96.03%), best:    9619/10000 (96.19%), error:      1356.66931, best error:      1278.02466 on epoch:    26, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 59.4620056152s, input_fired_time: 0.6354039311, output_fired_time: 0.4136153162, propagate_forward_time: 23.2230796814, propagate_backward_time: 33.3956336975, weight_update_time: 0.0754020438, other_time: 1.7942733765
epoch time: 4.6628522873s, input_fired_time: 0.0682025701, output_fired_time: 0.0000000000, propagate_forward_time: 4.2994308472, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2952189445
validation[          , genome  2428] predictions:    9496/  10000 (94.96%), best:    9619/10000 (96.19%), error:      1692.71179, best error:      1278.02466 on epoch:    26, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 57.8839950562s, input_fired_time: 0.6320486665, output_fired_time: 0.4049322903, propagate_forward_time: 22.5606403351, propagate_backward_time: 32.5388107300, weight_update_time: 0.0740373805, other_time: 1.7475585938
epoch time: 6.2297005653s, input_fired_time: 0.0862225667, output_fired_time: 0.0000000000, propagate_forward_time: 5.7628264427, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3806514740
validation[          , genome  2428] predictions:    9582/  10000 (95.82%), best:    9619/10000 (96.19%), error:      1438.69824, best error:      1278.02466 on epoch:    26, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 57.4815444946s, input_fired_time: 0.6311180592, output_fired_time: 0.4028191864, propagate_forward_time: 22.3433475494, propagate_backward_time: 32.3465309143, weight_update_time: 0.0739062876, other_time: 1.7577247620
epoch time: 4.4751501083s, input_fired_time: 0.0667265430, output_fired_time: 0.0000000000, propagate_forward_time: 4.1214880943, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2869353294
validation[          , genome  2428] predictions:    9555/  10000 (95.55%), best:    9619/10000 (96.19%), error:      1549.70764, best error:      1278.02466 on epoch:    26, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 69.0919799805s, input_fired_time: 0.6920056343, output_fired_time: 0.4670601785, propagate_forward_time: 27.2317047119, propagate_backward_time: 38.7270011902, weight_update_time: 0.0840934291, other_time: 1.9742012024
epoch time: 6.3990483284s, input_fired_time: 0.0844232365, output_fired_time: 0.0000000000, propagate_forward_time: 5.9345855713, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3800396919
validation[          , genome  2428] predictions:    9521/  10000 (95.21%), best:    9619/10000 (96.19%), error:      1656.18164, best error:      1278.02466 on epoch:    26, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 61.6341400146s, input_fired_time: 0.6452453136, output_fired_time: 0.4289166927, propagate_forward_time: 24.1137199402, propagate_backward_time: 34.6135749817, weight_update_time: 0.0752967671, other_time: 1.8326835632
epoch time: 5.1272873878s, input_fired_time: 0.0716883764, output_fired_time: 0.0000000000, propagate_forward_time: 4.7390451431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3165540695
validation[          , genome  2428] predictions:    9552/  10000 (95.52%), best:    9619/10000 (96.19%), error:      1562.40686, best error:      1278.02466 on epoch:    26, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 63.1115341187s, input_fired_time: 0.6557565331, output_fired_time: 0.4318726063, propagate_forward_time: 24.7835903168, propagate_backward_time: 35.3862152100, weight_update_time: 0.0770503581, other_time: 1.8540954590
epoch time: 4.5146613121s, input_fired_time: 0.0663636923, output_fired_time: 0.0000000000, propagate_forward_time: 4.1581330299, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2901644707
validation[          , genome  2428] predictions:    9579/  10000 (95.79%), best:    9619/10000 (96.19%), error:      1470.88428, best error:      1278.02466 on epoch:    26, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 70.0986709595s, input_fired_time: 0.6947320700, output_fired_time: 0.4722546637, propagate_forward_time: 27.5458240509, propagate_backward_time: 39.3522338867, weight_update_time: 0.0851484388, other_time: 2.0336303711
epoch time: 5.8745598793s, input_fired_time: 0.0803911090, output_fired_time: 0.0000000000, propagate_forward_time: 5.4319825172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3621864319
validation[          , genome  2428] predictions:    9576/  10000 (95.76%), best:    9619/10000 (96.19%), error:      1501.50403, best error:      1278.02466 on epoch:    26, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 71.5982360840s, input_fired_time: 0.7063349485, output_fired_time: 0.4820837379, propagate_forward_time: 28.1477012634, propagate_backward_time: 40.2124671936, weight_update_time: 0.0867637694, other_time: 2.0496444702
epoch time: 5.1260952950s, input_fired_time: 0.0711612627, output_fired_time: 0.0000000000, propagate_forward_time: 4.7391486168, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3157854080
validation[          , genome  2428] predictions:    9550/  10000 (95.50%), best:    9619/10000 (96.19%), error:      1502.63770, best error:      1278.02466 on epoch:    26, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 59.6454467773s, input_fired_time: 0.6362023354, output_fired_time: 0.4149692059, propagate_forward_time: 23.3030300140, propagate_backward_time: 33.5113105774, weight_update_time: 0.0731138512, other_time: 1.7799339294
epoch time: 5.0305919647s, input_fired_time: 0.0711101443, output_fired_time: 0.0000000000, propagate_forward_time: 4.6471581459, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3123235703
validation[          , genome  2428] predictions:    9559/  10000 (95.59%), best:    9619/10000 (96.19%), error:      1505.06750, best error:      1278.02466 on epoch:    26, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 59.6193542480s, input_fired_time: 0.6333431005, output_fired_time: 0.4137876928, propagate_forward_time: 23.4394149780, propagate_backward_time: 33.3778686523, weight_update_time: 0.0732889920, other_time: 1.7549400330
epoch time: 4.8945474625s, input_fired_time: 0.0693641379, output_fired_time: 0.0000000000, propagate_forward_time: 4.5207257271, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3044576645
validation[          , genome  2428] predictions:    9612/  10000 (96.12%), best:    9619/10000 (96.19%), error:      1390.77820, best error:      1278.02466 on epoch:    26, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 65.0597915649s, input_fired_time: 0.6647527218, output_fired_time: 0.4427744150, propagate_forward_time: 25.5702800751, propagate_backward_time: 36.5065841675, weight_update_time: 0.0791415945, other_time: 1.8754043579
epoch time: 4.9783148766s, input_fired_time: 0.0696985275, output_fired_time: 0.0000000000, propagate_forward_time: 4.6012649536, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3073515892
validation[          , genome  2428] predictions:    9595/  10000 (95.95%), best:    9619/10000 (96.19%), error:      1397.10291, best error:      1278.02466 on epoch:    26, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 59.2292747498s, input_fired_time: 0.6293505430, output_fired_time: 0.4093274772, propagate_forward_time: 23.1989402771, propagate_backward_time: 33.2538032532, weight_update_time: 0.0732041374, other_time: 1.7378540039
epoch time: 6.6053190231s, input_fired_time: 0.0848860890, output_fired_time: 0.0000000000, propagate_forward_time: 6.1327791214, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3876538277
validation[          , genome  2428] predictions:    9603/  10000 (96.03%), best:    9619/10000 (96.19%), error:      1367.82520, best error:      1278.02466 on epoch:    26, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 63.1741409302s, input_fired_time: 0.6601305604, output_fired_time: 0.4335281551, propagate_forward_time: 24.7691001892, propagate_backward_time: 35.4685592651, weight_update_time: 0.0774465799, other_time: 1.8428230286
epoch time: 5.8296976089s, input_fired_time: 0.0788488239, output_fired_time: 0.0000000000, propagate_forward_time: 5.3998775482, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3509712219
validation[          , genome  2428] predictions:    9537/  10000 (95.37%), best:    9619/10000 (96.19%), error:      1565.20837, best error:      1278.02466 on epoch:    26, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 61.7204933167s, input_fired_time: 0.6448802948, output_fired_time: 0.4262318909, propagate_forward_time: 24.1309204102, propagate_backward_time: 34.6961517334, weight_update_time: 0.0762857646, other_time: 1.8223114014
epoch time: 4.9563202858s, input_fired_time: 0.0700130388, output_fired_time: 0.0000000000, propagate_forward_time: 4.5821208954, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3041863441
validation[          , genome  2428] predictions:    9577/  10000 (95.77%), best:    9619/10000 (96.19%), error:      1419.94971, best error:      1278.02466 on epoch:    26, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 61.4091682434s, input_fired_time: 0.6432660222, output_fired_time: 0.4246915281, propagate_forward_time: 24.0107479095, propagate_backward_time: 34.5526885986, weight_update_time: 0.0750666261, other_time: 1.7777786255
epoch time: 4.7861270905s, input_fired_time: 0.0705291331, output_fired_time: 0.0000000000, propagate_forward_time: 4.4128952026, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3027029037
validation[          , genome  2428] predictions:    9610/  10000 (96.10%), best:    9619/10000 (96.19%), error:      1369.71497, best error:      1278.02466 on epoch:    26, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 58.4441070557s, input_fired_time: 0.6369243264, output_fired_time: 0.4071652293, propagate_forward_time: 22.8359260559, propagate_backward_time: 32.8065338135, weight_update_time: 0.0743116438, other_time: 1.7575569153
epoch time: 6.4850754738s, input_fired_time: 0.0880432650, output_fired_time: 0.0000000000, propagate_forward_time: 6.0059633255, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3910689354
validation[          , genome  2428] predictions:    9583/  10000 (95.83%), best:    9619/10000 (96.19%), error:      1443.18359, best error:      1278.02466 on epoch:    26, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 57.4468803406s, input_fired_time: 0.6340771317, output_fired_time: 0.3993985951, propagate_forward_time: 22.4558162689, propagate_backward_time: 32.2123222351, weight_update_time: 0.0736162364, other_time: 1.7452659607
epoch time: 6.1041641235s, input_fired_time: 0.0841890872, output_fired_time: 0.0000000000, propagate_forward_time: 5.6529483795, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3670268059
validation[          , genome  2428] predictions:    9532/  10000 (95.32%), best:    9619/10000 (96.19%), error:      1667.50000, best error:      1278.02466 on epoch:    26, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 69.4674835205s, input_fired_time: 0.7046351433, output_fired_time: 0.4709208608, propagate_forward_time: 27.3303508759, propagate_backward_time: 38.9682693481, weight_update_time: 0.0856751874, other_time: 1.9933013916
epoch time: 6.3010993004s, input_fired_time: 0.0831442922, output_fired_time: 0.0000000000, propagate_forward_time: 5.8479065895, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3700485229
validation[          , genome  2428] predictions:    9584/  10000 (95.84%), best:    9619/10000 (96.19%), error:      1457.71753, best error:      1278.02466 on epoch:    26, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 67.4640655518s, input_fired_time: 0.7064126134, output_fired_time: 0.4620137513, propagate_forward_time: 26.5351562500, propagate_backward_time: 37.7949829102, weight_update_time: 0.0842436925, other_time: 1.9654998779
epoch time: 4.5692210197s, input_fired_time: 0.0682946593, output_fired_time: 0.0000000000, propagate_forward_time: 4.2120141983, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2889122963
validation[          , genome  2428] predictions:    9562/  10000 (95.62%), best:    9619/10000 (96.19%), error:      1529.99902, best error:      1278.02466 on epoch:    26, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 60.4394340515s, input_fired_time: 0.6552497149, output_fired_time: 0.4197859168, propagate_forward_time: 23.6419582367, propagate_backward_time: 33.9077491760, weight_update_time: 0.0770167410, other_time: 1.8146934509
epoch time: 4.4476499557s, input_fired_time: 0.0675925165, output_fired_time: 0.0000000000, propagate_forward_time: 4.0946903229, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2853670120
validation[          , genome  2428] predictions:    9603/  10000 (96.03%), best:    9619/10000 (96.19%), error:      1362.61646, best error:      1278.02466 on epoch:    26, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 55.8343429565s, input_fired_time: 0.6294637322, output_fired_time: 0.3932336271, propagate_forward_time: 21.6945438385, propagate_backward_time: 31.4213027954, weight_update_time: 0.0718492940, other_time: 1.6958007812
epoch time: 4.5232591629s, input_fired_time: 0.0689626932, output_fired_time: 0.0000000000, propagate_forward_time: 4.1659779549, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2883186340
validation[          , genome  2428] predictions:    9604/  10000 (96.04%), best:    9619/10000 (96.19%), error:      1371.94019, best error:      1278.02466 on epoch:    26, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 67.6014404297s, input_fired_time: 0.6933205128, output_fired_time: 0.4571376741, propagate_forward_time: 26.5392875671, propagate_backward_time: 37.9569015503, weight_update_time: 0.0834744796, other_time: 1.9547920227
epoch time: 6.5981330872s, input_fired_time: 0.0858590826, output_fired_time: 0.0000000000, propagate_forward_time: 6.1263217926, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3859519958
validation[          , genome  2428] predictions:    9603/  10000 (96.03%), best:    9619/10000 (96.19%), error:      1379.78394, best error:      1278.02466 on epoch:    26, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 72.1629638672s, input_fired_time: 0.7120015025, output_fired_time: 0.4837989509, propagate_forward_time: 28.4152221680, propagate_backward_time: 40.5243186951, weight_update_time: 0.0871215686, other_time: 2.0276298523
epoch time: 6.5806555748s, input_fired_time: 0.0860886797, output_fired_time: 0.0000000000, propagate_forward_time: 6.1095190048, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3850479126
validation[          , genome  2428] predictions:    9561/  10000 (95.61%), best:    9619/10000 (96.19%), error:      1480.62415, best error:      1278.02466 on epoch:    26, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 66.5077438354s, input_fired_time: 0.6868471503, output_fired_time: 0.4531986415, propagate_forward_time: 26.1012954712, propagate_backward_time: 37.3428001404, weight_update_time: 0.0817618370, other_time: 1.9236030579
epoch time: 4.4599747658s, input_fired_time: 0.0684784651, output_fired_time: 0.0000000000, propagate_forward_time: 4.1020579338, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2894382477
validation[          , genome  2428] predictions:    9601/  10000 (96.01%), best:    9619/10000 (96.19%), error:      1372.00977, best error:      1278.02466 on epoch:    26, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 54.4229049683s, input_fired_time: 0.6235707402, output_fired_time: 0.3856192231, propagate_forward_time: 21.1156024933, propagate_backward_time: 30.6164951324, weight_update_time: 0.0705983415, other_time: 1.6816158295
epoch time: 4.6322259903s, input_fired_time: 0.0700865909, output_fired_time: 0.0000000000, propagate_forward_time: 4.2703032494, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2918362617
validation[          , genome  2428] predictions:    9605/  10000 (96.05%), best:    9619/10000 (96.19%), error:      1377.09607, best error:      1278.02466 on epoch:    26, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 63.0317306519s, input_fired_time: 0.6631529927, output_fired_time: 0.4335099757, propagate_forward_time: 24.6651706696, propagate_backward_time: 35.3132209778, weight_update_time: 0.0773602352, other_time: 1.9566764832
epoch time: 6.5943202972s, input_fired_time: 0.0868432075, output_fired_time: 0.0000000000, propagate_forward_time: 6.1174015999, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3900756836
validation[          , genome  2428] predictions:    9577/  10000 (95.77%), best:    9619/10000 (96.19%), error:      1451.21838, best error:      1278.02466 on epoch:    26, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 62.4453964233s, input_fired_time: 0.6566297412, output_fired_time: 0.4284921587, propagate_forward_time: 24.4983100891, propagate_backward_time: 34.9831924438, weight_update_time: 0.0762118101, other_time: 1.8787689209
epoch time: 5.0912461281s, input_fired_time: 0.0715278536, output_fired_time: 0.0000000000, propagate_forward_time: 4.6843571663, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3353610039
validation[          , genome  2428] predictions:    9561/  10000 (95.61%), best:    9619/10000 (96.19%), error:      1523.24512, best error:      1278.02466 on epoch:    26, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 63.9728126526s, input_fired_time: 0.6665143967, output_fired_time: 0.4371786118, propagate_forward_time: 25.0792407990, propagate_backward_time: 35.8577079773, weight_update_time: 0.0781325102, other_time: 1.9321708679
epoch time: 6.0193257332s, input_fired_time: 0.0831891224, output_fired_time: 0.0000000000, propagate_forward_time: 5.5673594475, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3687772751
validation[          , genome  2428] predictions:    9594/  10000 (95.94%), best:    9619/10000 (96.19%), error:      1398.64575, best error:      1278.02466 on epoch:    26, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 62.0008735657s, input_fired_time: 0.6509816051, output_fired_time: 0.4276447892, propagate_forward_time: 24.2224845886, propagate_backward_time: 34.8846321106, weight_update_time: 0.0756889433, other_time: 1.8151283264
epoch time: 5.1388821602s, input_fired_time: 0.0726703182, output_fired_time: 0.0000000000, propagate_forward_time: 4.7500429153, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3161687851
validation[          , genome  2428] predictions:    9580/  10000 (95.80%), best:    9619/10000 (96.19%), error:      1419.04846, best error:      1278.02466 on epoch:    26, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 59.2391395569s, input_fired_time: 0.6428872347, output_fired_time: 0.4111571014, propagate_forward_time: 23.1290397644, propagate_backward_time: 33.2671165466, weight_update_time: 0.0734941661, other_time: 1.7889404297
epoch time: 5.1509809494s, input_fired_time: 0.0738221481, output_fired_time: 0.0000000000, propagate_forward_time: 4.7480854988, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3290734291
validation[          , genome  2428] predictions:    9612/  10000 (96.12%), best:    9619/10000 (96.19%), error:      1392.67273, best error:      1278.02466 on epoch:    26, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 64.0742111206s, input_fired_time: 0.6684706211, output_fired_time: 0.4388345480, propagate_forward_time: 25.1311016083, propagate_backward_time: 35.9216499329, weight_update_time: 0.0780334324, other_time: 1.9141502380
epoch time: 5.9879169464s, input_fired_time: 0.0804101825, output_fired_time: 0.0000000000, propagate_forward_time: 5.5327353477, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3747715950
validation[          , genome  2428] predictions:    9543/  10000 (95.43%), best:    9619/10000 (96.19%), error:      1557.09058, best error:      1278.02466 on epoch:    26, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 62.2576675415s, input_fired_time: 0.6519435048, output_fired_time: 0.4267822504, propagate_forward_time: 24.4678249359, propagate_backward_time: 34.8850021362, weight_update_time: 0.0762537569, other_time: 1.8261184692
epoch time: 5.1653480530s, input_fired_time: 0.0732474625, output_fired_time: 0.0000000000, propagate_forward_time: 4.7740216255, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3180789948
validation[          , genome  2428] predictions:    9577/  10000 (95.77%), best:    9619/10000 (96.19%), error:      1454.94592, best error:      1278.02466 on epoch:    26, 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: 25.0566787720s, input_fired_time: 0.3542189896, output_fired_time: 0.0000000000, propagate_forward_time: 23.1166038513, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5858554840
best training[          , genome  2428] predictions:   48618/  50000 (97.24%), best:    9619/10000 (96.19%), error:      4907.05566, best error:      1278.02466 on epoch:    26, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 5.3291721344s, input_fired_time: 0.0722189471, output_fired_time: 0.0000000000, propagate_forward_time: 4.9054489136, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3515043259
   testing[          , genome  2428] predictions:    9669/  10000 (96.69%), best:    9619/10000 (96.19%), error:      1189.94531, best error:      1278.02466 on epoch:    26, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
23:32:35 (36212): called boinc_finish(0)

</stderr_txt>
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