Nameexact_genome_1512568488_41_6127_1
Workunit2601919
Created7 Dec 2017, 18:10:35 UTC
Sent7 Dec 2017, 18:13:39 UTC
Report deadline16 Dec 2017, 6:02:34 UTC
Received9 Dec 2017, 11:24:43 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52322
Run time4 hours 33 min
CPU time4 hours 28 min 17 sec
Validate stateValid
Credit2,123.08
Device peak FLOPS2.94 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size156.01 MB
Peak swap size154.49 MB
Peak disk usage2.21 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
000 (96.92%), best:    9726/10000 (97.26%), error:       957.92810, best error:       912.69806 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 147.3952331543s, input_fired_time: 1.3792396784, output_fired_time: 1.3757786751, propagate_forward_time: 58.1389007568, propagate_backward_time: 83.3769989014, weight_update_time: 0.2167590857, other_time: 3.1243133545
epoch time: 12.5567092896s, input_fired_time: 0.1714473814, output_fired_time: 0.0000000000, propagate_forward_time: 11.8285045624, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5567569733
validation[          , genome  6127] predictions:    9685/  10000 (96.85%), best:    9726/10000 (97.26%), error:      1003.59741, best error:       912.69806 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 146.6140594482s, input_fired_time: 1.3734149933, output_fired_time: 1.3715462685, propagate_forward_time: 57.8282852173, propagate_backward_time: 82.9387969971, weight_update_time: 0.2145918161, other_time: 3.1020126343
epoch time: 12.3669176102s, input_fired_time: 0.1746375710, output_fired_time: 0.0000000000, propagate_forward_time: 11.6292419434, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5630378723
validation[          , genome  6127] predictions:    9658/  10000 (96.58%), best:    9726/10000 (97.26%), error:      1054.60645, best error:       912.69806 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 145.9618072510s, input_fired_time: 1.3733612299, output_fired_time: 1.3592092991, propagate_forward_time: 57.7144050598, propagate_backward_time: 82.3983993530, weight_update_time: 0.2178750485, other_time: 3.1164321899
epoch time: 12.2430753708s, input_fired_time: 0.1700869501, output_fired_time: 0.0000000000, propagate_forward_time: 11.5176906586, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5552978516
validation[          , genome  6127] predictions:    9706/  10000 (97.06%), best:    9726/10000 (97.26%), error:       977.16461, best error:       912.69806 on epoch:    13, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 146.8004150391s, input_fired_time: 1.3740526438, output_fired_time: 1.3804588318, propagate_forward_time: 57.9034500122, propagate_backward_time: 83.0115585327, weight_update_time: 0.2138782293, other_time: 3.1308898926
epoch time: 12.3266696930s, input_fired_time: 0.1698563099, output_fired_time: 0.0000000000, propagate_forward_time: 11.6100254059, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5467882156
validation[          , genome  6127] predictions:    9628/  10000 (96.28%), best:    9726/10000 (97.26%), error:      1158.29199, best error:       912.69806 on epoch:    13, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 146.0291442871s, input_fired_time: 1.3630125523, output_fired_time: 1.3560168743, propagate_forward_time: 57.3720855713, propagate_backward_time: 82.8234939575, weight_update_time: 0.2133136094, other_time: 3.1145401001
epoch time: 12.3294601440s, input_fired_time: 0.1726556122, output_fired_time: 0.0000000000, propagate_forward_time: 11.6060276031, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5507764816
validation[          , genome  6127] predictions:    9716/  10000 (97.16%), best:    9726/10000 (97.26%), error:       970.25720, best error:       912.69806 on epoch:    13, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 145.6501770020s, input_fired_time: 1.3726741076, output_fired_time: 1.3534151316, propagate_forward_time: 57.4287414551, propagate_backward_time: 82.3764495850, weight_update_time: 0.2159034014, other_time: 3.1188964844
epoch time: 12.1621084213s, input_fired_time: 0.1714928150, output_fired_time: 0.0000000000, propagate_forward_time: 11.4426584244, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5479574203
validation[          , genome  6127] predictions:    9727/  10000 (97.27%), best:    9727/10000 (97.27%), error:       884.45172, best error:       884.45172 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 145.2127532959s, input_fired_time: 1.3690153360, output_fired_time: 1.3631501198, propagate_forward_time: 57.1668701172, propagate_backward_time: 82.2021484375, weight_update_time: 0.2157266885, other_time: 3.1115722656
epoch time: 12.3847179413s, input_fired_time: 0.1717857122, output_fired_time: 0.0000000000, propagate_forward_time: 11.6545839310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5583486557
validation[          , genome  6127] predictions:    9682/  10000 (96.82%), best:    9727/10000 (97.27%), error:      1092.59705, best error:       884.45172 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 147.5557708740s, input_fired_time: 1.3855329752, output_fired_time: 1.3652161360, propagate_forward_time: 58.2954635620, propagate_backward_time: 83.4011230469, weight_update_time: 0.2174885571, other_time: 3.1084365845
epoch time: 12.3250131607s, input_fired_time: 0.1715791076, output_fired_time: 0.0000000000, propagate_forward_time: 11.5994663239, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5539674759
validation[          , genome  6127] predictions:    9676/  10000 (96.76%), best:    9727/10000 (97.27%), error:      1038.87903, best error:       884.45172 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 146.0253601074s, input_fired_time: 1.3747460842, output_fired_time: 1.3564877510, propagate_forward_time: 57.5412178040, propagate_backward_time: 82.6346054077, weight_update_time: 0.2150471956, other_time: 3.1183090210
epoch time: 12.4950456619s, input_fired_time: 0.1751259565, output_fired_time: 0.0000000000, propagate_forward_time: 11.7630195618, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5569000244
validation[          , genome  6127] predictions:    9714/  10000 (97.14%), best:    9714/10000 (97.14%), error:       873.36578, best error:       873.36578 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 145.4904022217s, input_fired_time: 1.3773703575, output_fired_time: 1.3560098410, propagate_forward_time: 57.4017829895, propagate_backward_time: 82.2570800781, weight_update_time: 0.2150093913, other_time: 3.0981750488
epoch time: 12.2430992126s, input_fired_time: 0.1727147549, output_fired_time: 0.0000000000, propagate_forward_time: 11.5182981491, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5520858765
validation[          , genome  6127] predictions:    9672/  10000 (96.72%), best:    9714/10000 (97.14%), error:      1014.08820, best error:       873.36578 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 146.9062957764s, input_fired_time: 1.3753602505, output_fired_time: 1.3676539660, propagate_forward_time: 57.9272956848, propagate_backward_time: 83.1145477295, weight_update_time: 0.2188023627, other_time: 3.1214294434
epoch time: 12.4306802750s, input_fired_time: 0.1731547266, output_fired_time: 0.0000000000, propagate_forward_time: 11.6923475266, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5651779175
validation[          , genome  6127] predictions:    9739/  10000 (97.39%), best:    9739/10000 (97.39%), error:       872.12860, best error:       872.12860 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 146.2970428467s, input_fired_time: 1.3818062544, output_fired_time: 1.3633718491, propagate_forward_time: 58.0287666321, propagate_backward_time: 82.4052810669, weight_update_time: 0.2167104334, other_time: 3.1178207397
epoch time: 12.5607376099s, input_fired_time: 0.1741630584, output_fired_time: 0.0000000000, propagate_forward_time: 11.8260450363, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5605297089
validation[          , genome  6127] predictions:    9751/  10000 (97.51%), best:    9751/10000 (97.51%), error:       841.04187, best error:       841.04187 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 141.6583862305s, input_fired_time: 1.3519164324, output_fired_time: 1.3202774525, propagate_forward_time: 55.5960655212, propagate_backward_time: 80.3257064819, weight_update_time: 0.2097704411, other_time: 3.0644149780
epoch time: 11.4921836853s, input_fired_time: 0.1665766537, output_fired_time: 0.0000000000, propagate_forward_time: 10.7831840515, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5424232483
validation[          , genome  6127] predictions:    9707/  10000 (97.07%), best:    9751/10000 (97.51%), error:       913.76147, best error:       841.04187 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 147.8583679199s, input_fired_time: 1.3871909380, output_fired_time: 1.3743634224, propagate_forward_time: 58.2798728943, propagate_backward_time: 83.7049255371, weight_update_time: 0.2184983641, other_time: 3.1120147705
epoch time: 12.4994134903s, input_fired_time: 0.1756321490, output_fired_time: 0.0000000000, propagate_forward_time: 11.7612876892, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5624933243
validation[          , genome  6127] predictions:    9765/  10000 (97.65%), best:    9765/10000 (97.65%), error:       817.98975, best error:       817.98975 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 145.7299652100s, input_fired_time: 1.3793821335, output_fired_time: 1.3563505411, propagate_forward_time: 57.7180023193, propagate_backward_time: 82.1826858521, weight_update_time: 0.2146932334, other_time: 3.0935440063
epoch time: 12.3085870743s, input_fired_time: 0.1737226844, output_fired_time: 0.0000000000, propagate_forward_time: 11.5748386383, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5600261688
validation[          , genome  6127] predictions:    9723/  10000 (97.23%), best:    9765/10000 (97.65%), error:       871.25769, best error:       817.98975 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 145.7497253418s, input_fired_time: 1.3750259876, output_fired_time: 1.3612762690, propagate_forward_time: 57.3633651733, propagate_backward_time: 82.5410690308, weight_update_time: 0.2160308808, other_time: 3.1089782715
epoch time: 11.3605546951s, input_fired_time: 0.1606949121, output_fired_time: 0.0000000000, propagate_forward_time: 10.6810407639, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5188188553
validation[          , genome  6127] predictions:    9732/  10000 (97.32%), best:    9765/10000 (97.65%), error:       865.07941, best error:       817.98975 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 146.7944335938s, input_fired_time: 1.3862709999, output_fired_time: 1.3700095415, propagate_forward_time: 57.8186988831, propagate_backward_time: 83.0979309082, weight_update_time: 0.2155947983, other_time: 3.1215209961
epoch time: 12.2947645187s, input_fired_time: 0.1725910604, output_fired_time: 0.0000000000, propagate_forward_time: 11.5788202286, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5433530807
validation[          , genome  6127] predictions:    9709/  10000 (97.09%), best:    9765/10000 (97.65%), error:       894.77911, best error:       817.98975 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 147.1633453369s, input_fired_time: 1.3887028694, output_fired_time: 1.3749959469, propagate_forward_time: 58.1768455505, propagate_backward_time: 83.1142730713, weight_update_time: 0.2140451372, other_time: 3.1085205078
epoch time: 11.8719930649s, input_fired_time: 0.1675417870, output_fired_time: 0.0000000000, propagate_forward_time: 11.1643066406, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5401449203
validation[          , genome  6127] predictions:    9726/  10000 (97.26%), best:    9765/10000 (97.65%), error:       888.19543, best error:       817.98975 on epoch:    28, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 146.4033050537s, input_fired_time: 1.3811084032, output_fired_time: 1.3527454138, propagate_forward_time: 57.6560630798, propagate_backward_time: 82.8904724121, weight_update_time: 0.2149746120, other_time: 3.1229095459
epoch time: 12.2767162323s, input_fired_time: 0.1732632667, output_fired_time: 0.0000000000, propagate_forward_time: 11.5533905029, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5500621796
validation[          , genome  6127] predictions:    9664/  10000 (96.64%), best:    9765/10000 (97.65%), error:      1077.97534, best error:       817.98975 on epoch:    28, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 147.2830047607s, input_fired_time: 1.3839862347, output_fired_time: 1.3667988777, propagate_forward_time: 58.1006698608, propagate_backward_time: 83.3221817017, weight_update_time: 0.2164464295, other_time: 3.1093597412
epoch time: 12.3850364685s, input_fired_time: 0.1741981357, output_fired_time: 0.0000000000, propagate_forward_time: 11.6531848907, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5576534271
validation[          , genome  6127] predictions:    9724/  10000 (97.24%), best:    9765/10000 (97.65%), error:       868.41882, best error:       817.98975 on epoch:    28, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 143.8309936523s, input_fired_time: 1.3645983934, output_fired_time: 1.3455950022, propagate_forward_time: 56.7669296265, propagate_backward_time: 81.2663574219, weight_update_time: 0.2133666426, other_time: 3.0875167847
epoch time: 12.4151611328s, input_fired_time: 0.1749963462, output_fired_time: 0.0000000000, propagate_forward_time: 11.6822395325, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5579252243
validation[          , genome  6127] predictions:    9717/  10000 (97.17%), best:    9765/10000 (97.65%), error:       909.58020, best error:       817.98975 on epoch:    28, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 146.6146087646s, input_fired_time: 1.3900730610, output_fired_time: 1.3780739307, propagate_forward_time: 57.8926162720, propagate_backward_time: 82.8266525269, weight_update_time: 0.2158431709, other_time: 3.1271972656
epoch time: 12.4267539978s, input_fired_time: 0.1745961905, output_fired_time: 0.0000000000, propagate_forward_time: 11.6944713593, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5576868057
validation[          , genome  6127] predictions:    9724/  10000 (97.24%), best:    9765/10000 (97.65%), error:       866.94220, best error:       817.98975 on epoch:    28, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 146.5500640869s, input_fired_time: 1.3777858019, output_fired_time: 1.3678288460, propagate_forward_time: 57.7770919800, propagate_backward_time: 82.9307098389, weight_update_time: 0.2128716111, other_time: 3.0966415405
epoch time: 12.2643947601s, input_fired_time: 0.1736501455, output_fired_time: 0.0000000000, propagate_forward_time: 11.5408077240, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5499372482
validation[          , genome  6127] predictions:    9712/  10000 (97.12%), best:    9765/10000 (97.65%), error:       930.71741, best error:       817.98975 on epoch:    28, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 146.8795013428s, input_fired_time: 1.3885819912, output_fired_time: 1.3757588863, propagate_forward_time: 57.9097747803, propagate_backward_time: 83.1157836914, weight_update_time: 0.2140113413, other_time: 3.0895996094
epoch time: 12.0802059174s, input_fired_time: 0.1702111363, output_fired_time: 0.0000000000, propagate_forward_time: 11.3658208847, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5441741943
validation[          , genome  6127] predictions:    9746/  10000 (97.46%), best:    9746/10000 (97.46%), error:       816.41418, best error:       816.41418 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 147.1724090576s, input_fired_time: 1.3900600672, output_fired_time: 1.3689802885, propagate_forward_time: 58.0875091553, propagate_backward_time: 83.2137145996, weight_update_time: 0.2159541398, other_time: 3.1121520996
epoch time: 12.5471677780s, input_fired_time: 0.1762962937, output_fired_time: 0.0000000000, propagate_forward_time: 11.8079662323, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5629053116
validation[          , genome  6127] predictions:    9737/  10000 (97.37%), best:    9746/10000 (97.46%), error:       879.10809, best error:       816.41418 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 145.8612823486s, input_fired_time: 1.3862211704, output_fired_time: 1.3621109724, propagate_forward_time: 57.7413787842, propagate_backward_time: 82.2617950439, weight_update_time: 0.2155422121, other_time: 3.1097869873
epoch time: 11.6707868576s, input_fired_time: 0.1658702046, output_fired_time: 0.0000000000, propagate_forward_time: 10.9671773911, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5377388000
validation[          , genome  6127] predictions:    9732/  10000 (97.32%), best:    9746/10000 (97.46%), error:       868.60614, best error:       816.41418 on epoch:    38, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 144.8747711182s, input_fired_time: 1.3731871843, output_fired_time: 1.3609368801, propagate_forward_time: 57.1832962036, propagate_backward_time: 81.8594589233, weight_update_time: 0.2143631279, other_time: 3.0979003906
epoch time: 12.5415306091s, input_fired_time: 0.1754745096, output_fired_time: 0.0000000000, propagate_forward_time: 11.8074970245, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5585594177
validation[          , genome  6127] predictions:    9743/  10000 (97.43%), best:    9746/10000 (97.46%), error:       861.92310, best error:       816.41418 on epoch:    38, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 145.1231384277s, input_fired_time: 1.3770403862, output_fired_time: 1.3532509804, propagate_forward_time: 57.2002677917, propagate_backward_time: 82.0851058960, weight_update_time: 0.2138399482, other_time: 3.1074600220
epoch time: 12.4152231216s, input_fired_time: 0.1721516699, output_fired_time: 0.0000000000, propagate_forward_time: 11.6935253143, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5495462418
validation[          , genome  6127] predictions:    9720/  10000 (97.20%), best:    9746/10000 (97.46%), error:       916.34802, best error:       816.41418 on epoch:    38, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 145.4802246094s, input_fired_time: 1.3736050129, output_fired_time: 1.3620388508, propagate_forward_time: 57.4132385254, propagate_backward_time: 82.2189178467, weight_update_time: 0.2145926952, other_time: 3.1124114990
epoch time: 12.2624855042s, input_fired_time: 0.1725260913, output_fired_time: 0.0000000000, propagate_forward_time: 11.5469293594, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5430297852
validation[          , genome  6127] predictions:    9692/  10000 (96.92%), best:    9746/10000 (97.46%), error:       988.68134, best error:       816.41418 on epoch:    38, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 145.7925872803s, input_fired_time: 1.3791917562, output_fired_time: 1.3597813845, propagate_forward_time: 57.4729042053, propagate_backward_time: 82.4837493896, weight_update_time: 0.2131917477, other_time: 3.0969543457
epoch time: 12.1653985977s, input_fired_time: 0.1730530858, output_fired_time: 0.0000000000, propagate_forward_time: 11.4391326904, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5532131195
validation[          , genome  6127] predictions:    9747/  10000 (97.47%), best:    9747/10000 (97.47%), error:       792.59973, best error:       792.59973 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 146.5331726074s, input_fired_time: 1.3837460279, output_fired_time: 1.3656831980, propagate_forward_time: 57.6659889221, propagate_backward_time: 82.9897155762, weight_update_time: 0.2178283334, other_time: 3.1280517578
epoch time: 12.3218984604s, input_fired_time: 0.1725197434, output_fired_time: 0.0000000000, propagate_forward_time: 11.5994606018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5499181747
validation[          , genome  6127] predictions:    9691/  10000 (96.91%), best:    9747/10000 (97.47%), error:       987.60956, best error:       792.59973 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 145.9977874756s, input_fired_time: 1.3835055828, output_fired_time: 1.3633240461, propagate_forward_time: 57.6333694458, propagate_backward_time: 82.5191650391, weight_update_time: 0.2135185152, other_time: 3.0984268188
epoch time: 11.8227996826s, input_fired_time: 0.1694712937, output_fired_time: 0.0000000000, propagate_forward_time: 11.1067857742, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5465421677
validation[          , genome  6127] predictions:    9745/  10000 (97.45%), best:    9747/10000 (97.47%), error:       824.73633, best error:       792.59973 on epoch:    44, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 146.0764465332s, input_fired_time: 1.3819597960, output_fired_time: 1.3566981554, propagate_forward_time: 57.5570793152, propagate_backward_time: 82.6780776978, weight_update_time: 0.2138590813, other_time: 3.1026229858
epoch time: 12.1530427933s, input_fired_time: 0.1748348027, output_fired_time: 0.0000000000, propagate_forward_time: 11.4302568436, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5479507446
validation[          , genome  6127] predictions:    9744/  10000 (97.44%), best:    9747/10000 (97.47%), error:       811.21399, best error:       792.59973 on epoch:    44, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 146.6821136475s, input_fired_time: 1.3857060671, output_fired_time: 1.3663616180, propagate_forward_time: 57.9590797424, propagate_backward_time: 82.8396682739, weight_update_time: 0.2214662880, other_time: 3.1312942505
epoch time: 12.5135602951s, input_fired_time: 0.1771590412, output_fired_time: 0.0000000000, propagate_forward_time: 11.7806835175, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5557174683
validation[          , genome  6127] predictions:    9751/  10000 (97.51%), best:    9747/10000 (97.47%), error:       810.68549, best error:       792.59973 on epoch:    44, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 145.4521942139s, input_fired_time: 1.3756912947, output_fired_time: 1.3534705639, propagate_forward_time: 57.3305664063, propagate_backward_time: 82.2959060669, weight_update_time: 0.2120017409, other_time: 3.0965652466
epoch time: 12.3111896515s, input_fired_time: 0.1711584777, output_fired_time: 0.0000000000, propagate_forward_time: 11.5874109268, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5526199341
validation[          , genome  6127] predictions:    9658/  10000 (96.58%), best:    9747/10000 (97.47%), error:      1062.35767, best error:       792.59973 on epoch:    44, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 146.7825317383s, input_fired_time: 1.3949204683, output_fired_time: 1.3692486286, propagate_forward_time: 57.9275321960, propagate_backward_time: 82.9682235718, weight_update_time: 0.2169027328, other_time: 3.1225967407
epoch time: 12.4208421707s, input_fired_time: 0.1744973809, output_fired_time: 0.0000000000, propagate_forward_time: 11.6968727112, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5494718552
validation[          , genome  6127] predictions:    9740/  10000 (97.40%), best:    9747/10000 (97.47%), error:       840.12878, best error:       792.59973 on epoch:    44, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 145.5879516602s, input_fired_time: 1.3833168745, output_fired_time: 1.3592123985, propagate_forward_time: 57.4672737122, propagate_backward_time: 82.2664337158, weight_update_time: 0.2132577300, other_time: 3.1117248535
epoch time: 12.4788961411s, input_fired_time: 0.1765549630, output_fired_time: 0.0000000000, propagate_forward_time: 11.7455844879, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5567569733
validation[          , genome  6127] predictions:    9705/  10000 (97.05%), best:    9747/10000 (97.47%), error:       914.83752, best error:       792.59973 on epoch:    44, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 145.8910980225s, input_fired_time: 1.3870720863, output_fired_time: 1.3660240173, propagate_forward_time: 57.4797515869, propagate_backward_time: 82.5501403809, weight_update_time: 0.2142378986, other_time: 3.1081085205
epoch time: 12.1228733063s, input_fired_time: 0.1731448025, output_fired_time: 0.0000000000, propagate_forward_time: 11.3959684372, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5537605286
validation[          , genome  6127] predictions:    9753/  10000 (97.53%), best:    9753/10000 (97.53%), error:       786.60907, best error:       786.60907 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 145.8442993164s, input_fired_time: 1.3817192316, output_fired_time: 1.3584496975, propagate_forward_time: 57.3679275513, propagate_backward_time: 82.6313552856, weight_update_time: 0.2148682177, other_time: 3.1048583984
epoch time: 12.0267953873s, input_fired_time: 0.1715350896, output_fired_time: 0.0000000000, propagate_forward_time: 11.3056001663, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5496597290
validation[          , genome  6127] predictions:    9739/  10000 (97.39%), best:    9753/10000 (97.53%), error:       808.88263, best error:       786.60907 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 144.9691467285s, input_fired_time: 1.3749248981, output_fired_time: 1.3536056280, propagate_forward_time: 57.1197128296, propagate_backward_time: 82.0228576660, weight_update_time: 0.2117897868, other_time: 3.0980453491
epoch time: 12.3705072403s, input_fired_time: 0.1760545224, output_fired_time: 0.0000000000, propagate_forward_time: 11.6313877106, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5630645752
validation[          , genome  6127] predictions:    9779/  10000 (97.79%), best:    9779/10000 (97.79%), error:       769.08130, best error:       769.08130 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 145.3627624512s, input_fired_time: 1.3757405281, output_fired_time: 1.3547451496, propagate_forward_time: 57.1866226196, propagate_backward_time: 82.3677291870, weight_update_time: 0.2124558389, other_time: 3.0779113770
epoch time: 11.8677930832s, input_fired_time: 0.1701523066, output_fired_time: 0.0000000000, propagate_forward_time: 11.1646242142, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5330162048
validation[          , genome  6127] predictions:    9762/  10000 (97.62%), best:    9779/10000 (97.79%), error:       800.93005, best error:       769.08130 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 147.8487243652s, input_fired_time: 1.3974506855, output_fired_time: 1.3745319843, propagate_forward_time: 58.3286094666, propagate_backward_time: 83.6368408203, weight_update_time: 0.2187720388, other_time: 3.1112976074
epoch time: 12.5233411789s, input_fired_time: 0.1770197153, output_fired_time: 0.0000000000, propagate_forward_time: 11.7845745087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5617465973
validation[          , genome  6127] predictions:    9752/  10000 (97.52%), best:    9779/10000 (97.79%), error:       776.37830, best error:       769.08130 on epoch:    54, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 145.8542175293s, input_fired_time: 1.3835182190, output_fired_time: 1.3597491980, propagate_forward_time: 57.5818748474, propagate_backward_time: 82.4432296753, weight_update_time: 0.2181158811, other_time: 3.0858383179
epoch time: 12.2495298386s, input_fired_time: 0.1755132377, output_fired_time: 0.0000000000, propagate_forward_time: 11.5175943375, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5564222336
validation[          , genome  6127] predictions:    9710/  10000 (97.10%), best:    9779/10000 (97.79%), error:       928.08026, best error:       769.08130 on epoch:    54, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 146.1032867432s, input_fired_time: 1.3813397884, output_fired_time: 1.3529192209, propagate_forward_time: 57.5878601074, propagate_backward_time: 82.6889038086, weight_update_time: 0.2127571255, other_time: 3.0922698975
epoch time: 11.8360538483s, input_fired_time: 0.1675591171, output_fired_time: 0.0000000000, propagate_forward_time: 11.1328907013, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5356044769
validation[          , genome  6127] predictions:    9765/  10000 (97.65%), best:    9779/10000 (97.79%), error:       799.54816, best error:       769.08130 on epoch:    54, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 145.9482116699s, input_fired_time: 1.3907140493, output_fired_time: 1.3632941246, propagate_forward_time: 57.6922454834, propagate_backward_time: 82.3887481689, weight_update_time: 0.2117729038, other_time: 3.1132049561
epoch time: 12.1406536102s, input_fired_time: 0.1740179658, output_fired_time: 0.0000000000, propagate_forward_time: 11.4165887833, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5500469208
validation[          , genome  6127] predictions:    9765/  10000 (97.65%), best:    9779/10000 (97.79%), error:       808.29797, best error:       769.08130 on epoch:    54, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 145.0641021729s, input_fired_time: 1.3797825575, output_fired_time: 1.3532975912, propagate_forward_time: 57.0335998535, propagate_backward_time: 82.1993560791, weight_update_time: 0.2147864103, other_time: 3.0980682373
epoch time: 12.0690498352s, input_fired_time: 0.1691551805, output_fired_time: 0.0000000000, propagate_forward_time: 11.3642501831, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5356445313
validation[          , genome  6127] predictions:    9742/  10000 (97.42%), best:    9779/10000 (97.79%), error:       783.81689, best error:       769.08130 on epoch:    54, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 146.0180206299s, input_fired_time: 1.3884613514, output_fired_time: 1.3576924801, propagate_forward_time: 57.6502990723, propagate_backward_time: 82.5282745361, weight_update_time: 0.2162335813, other_time: 3.0932922363
epoch time: 12.5927448273s, input_fired_time: 0.1782729328, output_fired_time: 0.0000000000, propagate_forward_time: 11.8596687317, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5548028946
validation[          , genome  6127] predictions:    9689/  10000 (96.89%), best:    9779/10000 (97.79%), error:       905.58081, best error:       769.08130 on epoch:    54, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 145.8519134521s, input_fired_time: 1.3836089373, output_fired_time: 1.3602962494, propagate_forward_time: 57.4226875305, propagate_backward_time: 82.5819778442, weight_update_time: 0.2144739479, other_time: 3.1033554077
epoch time: 12.5245809555s, input_fired_time: 0.1811367720, output_fired_time: 0.0000000000, propagate_forward_time: 11.7910366058, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5524072647
validation[          , genome  6127] predictions:    9751/  10000 (97.51%), best:    9779/10000 (97.79%), error:       809.02252, best error:       769.08130 on epoch:    54, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 145.9453277588s, input_fired_time: 1.3890509605, output_fired_time: 1.3673330545, propagate_forward_time: 57.4210968018, propagate_backward_time: 82.6620559692, weight_update_time: 0.2136413455, other_time: 3.1057815552
epoch time: 12.0464344025s, input_fired_time: 0.1757121831, output_fired_time: 0.0000000000, propagate_forward_time: 11.3144645691, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5562572479
validation[          , genome  6127] predictions:    9759/  10000 (97.59%), best:    9759/10000 (97.59%), error:       765.08044, best error:       765.08044 on epoch:    63, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 146.3476257324s, input_fired_time: 1.3880903721, output_fired_time: 1.3701974154, propagate_forward_time: 57.8143653870, propagate_backward_time: 82.6879272461, weight_update_time: 0.2127635181, other_time: 3.0870513916
epoch time: 12.4642724991s, input_fired_time: 0.1784033626, output_fired_time: 0.0000000000, propagate_forward_time: 11.7320804596, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5537891388
validation[          , genome  6127] predictions:    9752/  10000 (97.52%), best:    9759/10000 (97.59%), error:       783.01489, best error:       765.08044 on epoch:    63, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 146.0931549072s, input_fired_time: 1.3886084557, output_fired_time: 1.3506443501, propagate_forward_time: 57.7920722961, propagate_backward_time: 82.4624404907, weight_update_time: 0.2173907310, other_time: 3.0993881226
epoch time: 11.9202413559s, input_fired_time: 0.1689102948, output_fired_time: 0.0000000000, propagate_forward_time: 11.2058849335, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5454463959
validation[          , genome  6127] predictions:    9767/  10000 (97.67%), best:    9759/10000 (97.59%), error:       769.23926, best error:       765.08044 on epoch:    63, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 148.2319793701s, input_fired_time: 1.4022090435, output_fired_time: 1.3731927872, propagate_forward_time: 58.6599617004, propagate_backward_time: 83.6999206543, weight_update_time: 0.2166704983, other_time: 3.0966949463
epoch time: 12.5684566498s, input_fired_time: 0.1780548096, output_fired_time: 0.0000000000, propagate_forward_time: 11.8332633972, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5571384430
validation[          , genome  6127] predictions:    9747/  10000 (97.47%), best:    9759/10000 (97.59%), error:       812.04822, best error:       765.08044 on epoch:    63, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 147.9137878418s, input_fired_time: 1.3961282969, output_fired_time: 1.3775618076, propagate_forward_time: 58.4526901245, propagate_backward_time: 83.5603408813, weight_update_time: 0.2181884497, other_time: 3.1270599365
epoch time: 12.0015697479s, input_fired_time: 0.1751428843, output_fired_time: 0.0000000000, propagate_forward_time: 11.2694482803, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5569782257
validation[          , genome  6127] predictions:    9727/  10000 (97.27%), best:    9759/10000 (97.59%), error:       901.98993, best error:       765.08044 on epoch:    63, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 146.9525146484s, input_fired_time: 1.3984425068, output_fired_time: 1.3623089790, propagate_forward_time: 58.1703872681, propagate_backward_time: 82.9169235229, weight_update_time: 0.2157583088, other_time: 3.1044616699
epoch time: 12.4825897217s, input_fired_time: 0.1777400523, output_fired_time: 0.0000000000, propagate_forward_time: 11.7487745285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5560750961
validation[          , genome  6127] predictions:    9755/  10000 (97.55%), best:    9759/10000 (97.59%), error:       812.55200, best error:       765.08044 on epoch:    63, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 147.8501892090s, input_fired_time: 1.3981589079, output_fired_time: 1.3747164011, propagate_forward_time: 58.3887138367, propagate_backward_time: 83.5903244019, weight_update_time: 0.2153085470, other_time: 3.0982742310
epoch time: 12.4194784164s, input_fired_time: 0.1781001836, output_fired_time: 0.0000000000, propagate_forward_time: 11.6865873337, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5547904968
validation[          , genome  6127] predictions:    9751/  10000 (97.51%), best:    9759/10000 (97.59%), error:       792.71130, best error:       765.08044 on epoch:    63, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 147.4745178223s, input_fired_time: 1.4011520147, output_fired_time: 1.3667671680, propagate_forward_time: 58.2089195251, propagate_backward_time: 83.4004211426, weight_update_time: 0.2144386321, other_time: 3.0972595215
epoch time: 12.4105319977s, input_fired_time: 0.1781821400, output_fired_time: 0.0000000000, propagate_forward_time: 11.6690740585, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5632753372
validation[          , genome  6127] predictions:    9751/  10000 (97.51%), best:    9759/10000 (97.59%), error:       817.80896, best error:       765.08044 on epoch:    63, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 146.0301055908s, input_fired_time: 1.3881025314, output_fired_time: 1.3492799997, propagate_forward_time: 57.7143592834, propagate_backward_time: 82.4741668701, weight_update_time: 0.2158633173, other_time: 3.1042022705
epoch time: 12.3453741074s, input_fired_time: 0.1763924360, output_fired_time: 0.0000000000, propagate_forward_time: 11.6159677505, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5530138016
validation[          , genome  6127] predictions:    9715/  10000 (97.15%), best:    9759/10000 (97.59%), error:       843.27679, best error:       765.08044 on epoch:    63, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 147.0053100586s, input_fired_time: 1.3976677656, output_fired_time: 1.3613338470, propagate_forward_time: 57.9402275085, propagate_backward_time: 83.1907424927, weight_update_time: 0.2164918631, other_time: 3.1153335571
epoch time: 12.2524423599s, input_fired_time: 0.1767152697, output_fired_time: 0.0000000000, propagate_forward_time: 11.5263280869, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5493993759
validation[          , genome  6127] predictions:    9737/  10000 (97.37%), best:    9759/10000 (97.59%), error:       866.91638, best error:       765.08044 on epoch:    63, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 146.7021331787s, input_fired_time: 1.3958784342, output_fired_time: 1.3613224030, propagate_forward_time: 58.0279159546, propagate_backward_time: 82.8117446899, weight_update_time: 0.2162652910, other_time: 3.1052703857
epoch time: 12.2161998749s, input_fired_time: 0.1728581339, output_fired_time: 0.0000000000, propagate_forward_time: 11.5004625320, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5428791046
validation[          , genome  6127] predictions:    9736/  10000 (97.36%), best:    9759/10000 (97.59%), error:       841.32190, best error:       765.08044 on epoch:    63, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 146.0762786865s, input_fired_time: 1.3906804323, output_fired_time: 1.3531647921, propagate_forward_time: 57.6085929871, propagate_backward_time: 82.6343154907, weight_update_time: 0.2152618319, other_time: 3.0895156860
epoch time: 12.3837671280s, input_fired_time: 0.1770744324, output_fired_time: 0.0000000000, propagate_forward_time: 11.6576137543, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5490789413
validation[          , genome  6127] predictions:    9753/  10000 (97.53%), best:    9759/10000 (97.59%), error:       799.53601, best error:       765.08044 on epoch:    63, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 146.3551788330s, input_fired_time: 1.3944298029, output_fired_time: 1.3559579849, propagate_forward_time: 57.5739250183, propagate_backward_time: 82.9334793091, weight_update_time: 0.2137829065, other_time: 3.0973892212
epoch time: 12.3998699188s, input_fired_time: 0.1779657006, output_fired_time: 0.0000000000, propagate_forward_time: 11.6643171310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5575866699
validation[          , genome  6127] predictions:    9759/  10000 (97.59%), best:    9759/10000 (97.59%), error:       794.28961, best error:       765.08044 on epoch:    63, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 144.1931610107s, input_fired_time: 1.3827815056, output_fired_time: 1.3460923433, propagate_forward_time: 56.7508506775, propagate_backward_time: 81.6234970093, weight_update_time: 0.2136947960, other_time: 3.0899276733
epoch time: 12.2094850540s, input_fired_time: 0.1753338128, output_fired_time: 0.0000000000, propagate_forward_time: 11.4831161499, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5510349274
validation[          , genome  6127] predictions:    9694/  10000 (96.94%), best:    9759/10000 (97.59%), error:       939.29718, best error:       765.08044 on epoch:    63, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 146.4510345459s, input_fired_time: 1.3826627731, output_fired_time: 1.3673251867, propagate_forward_time: 57.8740539551, propagate_backward_time: 82.7478637695, weight_update_time: 0.2141912431, other_time: 3.0791320801
epoch time: 12.2241296768s, input_fired_time: 0.1760821640, output_fired_time: 0.0000000000, propagate_forward_time: 11.4870452881, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5610017776
validation[          , genome  6127] predictions:    9735/  10000 (97.35%), best:    9759/10000 (97.59%), error:       859.60065, best error:       765.08044 on epoch:    63, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 146.7196197510s, input_fired_time: 1.3935490847, output_fired_time: 1.3752114773, propagate_forward_time: 57.7724609375, propagate_backward_time: 83.0554275513, weight_update_time: 0.2152573168, other_time: 3.1229629517
epoch time: 12.2873077393s, input_fired_time: 0.1771679372, output_fired_time: 0.0000000000, propagate_forward_time: 11.5524101257, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5577297211
validation[          , genome  6127] predictions:    9756/  10000 (97.56%), best:    9756/10000 (97.56%), error:       764.60474, best error:       764.60474 on epoch:    78, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 146.8215332031s, input_fired_time: 1.4059952497, output_fired_time: 1.3690780401, propagate_forward_time: 57.9702491760, propagate_backward_time: 82.9730300903, weight_update_time: 0.2159478366, other_time: 3.1031875610
epoch time: 12.3829212189s, input_fired_time: 0.1772685647, output_fired_time: 0.0000000000, propagate_forward_time: 11.6447029114, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5609493256
validation[          , genome  6127] predictions:    9740/  10000 (97.40%), best:    9756/10000 (97.56%), error:       862.33270, best error:       764.60474 on epoch:    78, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 146.4470825195s, input_fired_time: 1.3979822397, output_fired_time: 1.3654857874, propagate_forward_time: 57.6396064758, propagate_backward_time: 82.9388885498, weight_update_time: 0.2123820037, other_time: 3.1051330566
epoch time: 12.3124675751s, input_fired_time: 0.1750453562, output_fired_time: 0.0000000000, propagate_forward_time: 11.5763254166, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5610971451
validation[          , genome  6127] predictions:    9758/  10000 (97.58%), best:    9756/10000 (97.56%), error:       823.54144, best error:       764.60474 on epoch:    78, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 145.7205505371s, input_fired_time: 1.3896487951, output_fired_time: 1.3674556017, propagate_forward_time: 57.4892616272, propagate_backward_time: 82.3833694458, weight_update_time: 0.2117533237, other_time: 3.0908126831
epoch time: 12.4626350403s, input_fired_time: 0.1781642884, output_fired_time: 0.0000000000, propagate_forward_time: 11.7241601944, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5603103638
validation[          , genome  6127] predictions:    9760/  10000 (97.60%), best:    9756/10000 (97.56%), error:       771.86853, best error:       764.60474 on epoch:    78, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 146.7887878418s, input_fired_time: 1.3873597383, output_fired_time: 1.3671058416, propagate_forward_time: 57.8916854858, propagate_backward_time: 83.0618286133, weight_update_time: 0.2134499550, other_time: 3.0808029175
epoch time: 12.1794281006s, input_fired_time: 0.1754308790, output_fired_time: 0.0000000000, propagate_forward_time: 11.4607009888, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5432958603
validation[          , genome  6127] predictions:    9776/  10000 (97.76%), best:    9776/10000 (97.76%), error:       726.16644, best error:       726.16644 on epoch:    82, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 145.4862670898s, input_fired_time: 1.3906799555, output_fired_time: 1.3486317396, propagate_forward_time: 57.4216690063, propagate_backward_time: 82.2265548706, weight_update_time: 0.2139476389, other_time: 3.0987243652
epoch time: 12.3332347870s, input_fired_time: 0.1794108152, output_fired_time: 0.0000000000, propagate_forward_time: 11.5942916870, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5595321655
validation[          , genome  6127] predictions:    9747/  10000 (97.47%), best:    9776/10000 (97.76%), error:       847.76105, best error:       726.16644 on epoch:    82, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 147.1229553223s, input_fired_time: 1.3973565102, output_fired_time: 1.3638544083, propagate_forward_time: 58.0551605225, propagate_backward_time: 83.1857528687, weight_update_time: 0.2177067846, other_time: 3.1208267212
epoch time: 12.3129320145s, input_fired_time: 0.1772463322, output_fired_time: 0.0000000000, propagate_forward_time: 11.5853137970, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5503721237
validation[          , genome  6127] predictions:    9709/  10000 (97.09%), best:    9776/10000 (97.76%), error:       934.13696, best error:       726.16644 on epoch:    82, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 146.2024993896s, input_fired_time: 1.3962844610, output_fired_time: 1.3503485918, propagate_forward_time: 57.9702262878, propagate_backward_time: 82.3897933960, weight_update_time: 0.2168154120, other_time: 3.0958480835
epoch time: 12.5719242096s, input_fired_time: 0.1814029515, output_fired_time: 0.0000000000, propagate_forward_time: 11.8240795135, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5664415359
validation[          , genome  6127] predictions:    9756/  10000 (97.56%), best:    9776/10000 (97.76%), error:       774.75635, best error:       726.16644 on epoch:    82, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 146.3774566650s, input_fired_time: 1.3927378654, output_fired_time: 1.3539171219, propagate_forward_time: 57.7423973083, propagate_backward_time: 82.7959442139, weight_update_time: 0.2147822827, other_time: 3.0924682617
epoch time: 12.3227910995s, input_fired_time: 0.1787288338, output_fired_time: 0.0000000000, propagate_forward_time: 11.5920009613, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5520610809
validation[          , genome  6127] predictions:    9692/  10000 (96.92%), best:    9776/10000 (97.76%), error:       950.46545, best error:       726.16644 on epoch:    82, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 146.6569671631s, input_fired_time: 1.4022766352, output_fired_time: 1.3669971228, propagate_forward_time: 58.0145606995, propagate_backward_time: 82.7852401733, weight_update_time: 0.2152801156, other_time: 3.0878829956
epoch time: 11.9877052307s, input_fired_time: 0.1759312153, output_fired_time: 0.0000000000, propagate_forward_time: 11.2585458755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5532283783
validation[          , genome  6127] predictions:    9754/  10000 (97.54%), best:    9776/10000 (97.76%), error:       784.14050, best error:       726.16644 on epoch:    82, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 145.9987640381s, input_fired_time: 1.3953498602, output_fired_time: 1.3630626202, propagate_forward_time: 57.3835487366, propagate_backward_time: 82.7304916382, weight_update_time: 0.2145784497, other_time: 3.1263046265
epoch time: 12.1753349304s, input_fired_time: 0.1779599488, output_fired_time: 0.0000000000, propagate_forward_time: 11.4469060898, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5504684448
validation[          , genome  6127] predictions:    9772/  10000 (97.72%), best:    9776/10000 (97.76%), error:       747.74811, best error:       726.16644 on epoch:    82, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 147.5346221924s, input_fired_time: 1.4034456015, output_fired_time: 1.3662046194, propagate_forward_time: 58.3666458130, propagate_backward_time: 83.2844314575, weight_update_time: 0.2138920873, other_time: 3.1138916016
epoch time: 12.5269432068s, input_fired_time: 0.1787683964, output_fired_time: 0.0000000000, propagate_forward_time: 11.7925853729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5555896759
validation[          , genome  6127] predictions:    9726/  10000 (97.26%), best:    9776/10000 (97.76%), error:       838.11652, best error:       726.16644 on epoch:    82, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 146.3602905273s, input_fired_time: 1.4044636488, output_fired_time: 1.3600113392, propagate_forward_time: 57.6376190186, propagate_backward_time: 82.8494873047, weight_update_time: 0.2178999037, other_time: 3.1087036133
epoch time: 12.2511863708s, input_fired_time: 0.1780712605, output_fired_time: 0.0000000000, propagate_forward_time: 11.5244264603, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5486888885
validation[          , genome  6127] predictions:    9769/  10000 (97.69%), best:    9776/10000 (97.76%), error:       749.35687, best error:       726.16644 on epoch:    82, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 146.6702575684s, input_fired_time: 1.3977391720, output_fired_time: 1.3614616394, propagate_forward_time: 57.8698310852, propagate_backward_time: 82.9403457642, weight_update_time: 0.2157973945, other_time: 3.1008834839
epoch time: 12.2976350784s, input_fired_time: 0.1783321649, output_fired_time: 0.0000000000, propagate_forward_time: 11.5616073608, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5576953888
validation[          , genome  6127] predictions:    9776/  10000 (97.76%), best:    9776/10000 (97.76%), error:       743.11542, best error:       726.16644 on epoch:    82, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 146.8158874512s, input_fired_time: 1.4058810472, output_fired_time: 1.3693734407, propagate_forward_time: 57.8019065857, propagate_backward_time: 83.1117858887, weight_update_time: 0.2161649168, other_time: 3.1269378662
epoch time: 12.1270532608s, input_fired_time: 0.1767072678, output_fired_time: 0.0000000000, propagate_forward_time: 11.3916215897, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5587244034
validation[          , genome  6127] predictions:    9768/  10000 (97.68%), best:    9776/10000 (97.76%), error:       772.42767, best error:       726.16644 on epoch:    82, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 147.2469024658s, input_fired_time: 1.4102716446, output_fired_time: 1.3801782131, propagate_forward_time: 58.1876296997, propagate_backward_time: 83.1756591797, weight_update_time: 0.2175808251, other_time: 3.0931625366
epoch time: 12.5304317474s, input_fired_time: 0.1780210137, output_fired_time: 0.0000000000, propagate_forward_time: 11.8003730774, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5520372391
validation[          , genome  6127] predictions:    9738/  10000 (97.38%), best:    9776/10000 (97.76%), error:       861.07245, best error:       726.16644 on epoch:    82, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 147.5603179932s, input_fired_time: 1.3999022245, output_fired_time: 1.3666515350, propagate_forward_time: 57.9952621460, propagate_backward_time: 83.6778564453, weight_update_time: 0.2173639834, other_time: 3.1206436157
epoch time: 12.3823575974s, input_fired_time: 0.1779328287, output_fired_time: 0.0000000000, propagate_forward_time: 11.6394901276, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5649347305
validation[          , genome  6127] predictions:    9746/  10000 (97.46%), best:    9776/10000 (97.76%), error:       809.60272, best error:       726.16644 on epoch:    82, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 146.4940338135s, input_fired_time: 1.3971607685, output_fired_time: 1.3663065434, propagate_forward_time: 57.6831321716, propagate_backward_time: 82.9548110962, weight_update_time: 0.2148094773, other_time: 3.0926284790
epoch time: 11.9222602844s, input_fired_time: 0.1736091673, output_fired_time: 0.0000000000, propagate_forward_time: 11.2085113525, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5401401520
validation[          , genome  6127] predictions:    9761/  10000 (97.61%), best:    9776/10000 (97.76%), error:       804.18011, best error:       726.16644 on epoch:    82, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 146.5373840332s, input_fired_time: 1.4077117443, output_fired_time: 1.3743075132, propagate_forward_time: 57.7855529785, propagate_backward_time: 82.8701782227, weight_update_time: 0.2168666720, other_time: 3.0996246338
epoch time: 12.5448265076s, input_fired_time: 0.1783632934, output_fired_time: 0.0000000000, propagate_forward_time: 11.8167448044, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5497188568
validation[          , genome  6127] predictions:    9735/  10000 (97.35%), best:    9776/10000 (97.76%), error:       879.25482, best error:       726.16644 on epoch:    82, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 147.2597808838s, input_fired_time: 1.4041879177, output_fired_time: 1.3651853800, propagate_forward_time: 58.2952079773, propagate_backward_time: 83.0996246338, weight_update_time: 0.2137188017, other_time: 3.0955657959
epoch time: 11.9601211548s, input_fired_time: 0.1765077561, output_fired_time: 0.0000000000, propagate_forward_time: 11.2324752808, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5511379242
validation[          , genome  6127] predictions:    9759/  10000 (97.59%), best:    9776/10000 (97.76%), error:       815.36151, best error:       726.16644 on epoch:    82, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 146.5730438232s, input_fired_time: 1.4015355110, output_fired_time: 1.3565496206, propagate_forward_time: 57.7019119263, propagate_backward_time: 83.0141677856, weight_update_time: 0.2144109905, other_time: 3.0988769531
epoch time: 12.3507394791s, input_fired_time: 0.1802308708, output_fired_time: 0.0000000000, propagate_forward_time: 11.6238307953, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5466775894
validation[          , genome  6127] predictions:    9753/  10000 (97.53%), best:    9776/10000 (97.76%), error:       800.20056, best error:       726.16644 on epoch:    82, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 145.6944885254s, input_fired_time: 1.3995562792, output_fired_time: 1.3588614464, propagate_forward_time: 57.6981048584, propagate_backward_time: 82.1464843750, weight_update_time: 0.2144546509, other_time: 3.0914916992
epoch time: 12.3418617249s, input_fired_time: 0.1776492298, output_fired_time: 0.0000000000, propagate_forward_time: 11.6094827652, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5547294617
validation[          , genome  6127] predictions:    9708/  10000 (97.08%), best:    9776/10000 (97.76%), error:       946.13629, best error:       726.16644 on epoch:    82, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 146.5332183838s, input_fired_time: 1.4033114910, output_fired_time: 1.3635203838, propagate_forward_time: 57.9164466858, propagate_backward_time: 82.7391815186, weight_update_time: 0.2133062482, other_time: 3.1107635498
epoch time: 12.1563177109s, input_fired_time: 0.1760429740, output_fired_time: 0.0000000000, propagate_forward_time: 11.4296808243, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5505943298
validation[          , genome  6127] predictions:    9579/  10000 (95.79%), best:    9776/10000 (97.76%), error:      1366.73828, best error:       726.16644 on epoch:    82, 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: 60.7990684509s, input_fired_time: 0.8811412454, output_fired_time: 0.0000000000, propagate_forward_time: 57.1093406677, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8085861206
best training[          , genome  6127] predictions:   49714/  50000 (99.43%), best:    9776/10000 (97.76%), error:      1273.42590, best error:       726.16644 on epoch:    82, 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: 12.1707859039s, input_fired_time: 0.1768350154, output_fired_time: 0.0000000000, propagate_forward_time: 11.4328765869, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5610742569
   testing[          , genome  6127] predictions:    9797/  10000 (97.97%), best:    9776/10000 (97.76%), error:       708.90558, best error:       726.16644 on epoch:    82, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
19:24:14 (5264): called boinc_finish(0)

</stderr_txt>
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