Nameexact_genome_1512568488_45_5304_0
Workunit2597791
Created7 Dec 2017, 14:14:03 UTC
Sent7 Dec 2017, 14:17:22 UTC
Report deadline14 Dec 2017, 0:36:24 UTC
Received7 Dec 2017, 22:57:47 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID55108
Run time3 hours 35 min 30 sec
CPU time3 hours 28 min 7 sec
Validate stateValid
Credit1,607.47
Device peak FLOPS2.57 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size154.11 MB
Peak swap size157.40 MB
Peak disk usage1.67 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
_update_time: 0.0000000000, other_time: 0.8894376755
validation[          , genome  5304] predictions:    9633/  10000 (96.33%), best:    9669/10000 (96.69%), error:      1298.01038, best error:      1206.01746 on epoch:    10, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 123.4340057373s, input_fired_time: 1.2132298946, output_fired_time: 1.1149904728, propagate_forward_time: 47.8091506958, propagate_backward_time: 70.1660690308, weight_update_time: 0.1404477358, other_time: 3.1305694580
epoch time: 10.1799879074s, input_fired_time: 0.1525951177, output_fired_time: 0.0000000000, propagate_forward_time: 9.4844532013, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5429391861
validation[          , genome  5304] predictions:    9664/  10000 (96.64%), best:    9664/10000 (96.64%), error:      1169.57959, best error:      1169.57959 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 119.4090957642s, input_fired_time: 1.2046183348, output_fired_time: 1.0652999878, propagate_forward_time: 43.4039382935, propagate_backward_time: 70.6533737183, weight_update_time: 0.1395347565, other_time: 3.0818634033
epoch time: 9.2264013290s, input_fired_time: 0.1519334316, output_fired_time: 0.0000000000, propagate_forward_time: 8.5168724060, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5575952530
validation[          , genome  5304] predictions:    9636/  10000 (96.36%), best:    9664/10000 (96.64%), error:      1239.11621, best error:      1169.57959 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 135.0018615723s, input_fired_time: 1.3564254045, output_fired_time: 1.1656190157, propagate_forward_time: 49.8401985168, propagate_backward_time: 79.2126159668, weight_update_time: 0.1812961549, other_time: 3.4270019531
epoch time: 9.0245733261s, input_fired_time: 0.1499365568, output_fired_time: 0.0000000000, propagate_forward_time: 8.3398389816, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5347976685
validation[          , genome  5304] predictions:    9670/  10000 (96.70%), best:    9664/10000 (96.64%), error:      1181.50293, best error:      1169.57959 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 119.5801010132s, input_fired_time: 1.2011739016, output_fired_time: 1.0805313587, propagate_forward_time: 44.4103775024, propagate_backward_time: 69.8453063965, weight_update_time: 0.1391271502, other_time: 3.0427169800
epoch time: 10.3374967575s, input_fired_time: 0.1567138582, output_fired_time: 0.0000000000, propagate_forward_time: 9.6277456284, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5530376434
validation[          , genome  5304] predictions:    9633/  10000 (96.33%), best:    9664/10000 (96.64%), error:      1275.62207, best error:      1169.57959 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 120.0807113647s, input_fired_time: 1.2092665434, output_fired_time: 1.0732027292, propagate_forward_time: 42.6588554382, propagate_backward_time: 72.0884780884, weight_update_time: 0.1401269585, other_time: 3.0509109497
epoch time: 9.0889406204s, input_fired_time: 0.1527720094, output_fired_time: 0.0000000000, propagate_forward_time: 8.3840827942, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5520858765
validation[          , genome  5304] predictions:    9592/  10000 (95.92%), best:    9664/10000 (96.64%), error:      1379.11853, best error:      1169.57959 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 126.0790252686s, input_fired_time: 1.3233808279, output_fired_time: 1.1375417709, propagate_forward_time: 46.4202194214, propagate_backward_time: 74.0157394409, weight_update_time: 0.1487724632, other_time: 3.1821441650
epoch time: 9.2141561508s, input_fired_time: 0.1538452357, output_fired_time: 0.0000000000, propagate_forward_time: 8.5167369843, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5435743332
validation[          , genome  5304] predictions:    9690/  10000 (96.90%), best:    9690/10000 (96.90%), error:      1100.74341, best error:      1100.74341 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 119.5695343018s, input_fired_time: 1.2003931999, output_fired_time: 1.0639376640, propagate_forward_time: 45.4152641296, propagate_backward_time: 68.8435821533, weight_update_time: 0.1394584775, other_time: 3.0463562012
epoch time: 13.9012985229s, input_fired_time: 0.2314825803, output_fired_time: 0.0000000000, propagate_forward_time: 12.9009284973, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7688875198
validation[          , genome  5304] predictions:    9614/  10000 (96.14%), best:    9690/10000 (96.90%), error:      1279.77319, best error:      1100.74341 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 125.0885620117s, input_fired_time: 1.2592267990, output_fired_time: 1.1208890676, propagate_forward_time: 46.6127777100, propagate_backward_time: 72.8958511353, weight_update_time: 0.1403488666, other_time: 3.1998214722
epoch time: 8.9738512039s, input_fired_time: 0.1513601989, output_fired_time: 0.0000000000, propagate_forward_time: 8.2783908844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5440998077
validation[          , genome  5304] predictions:    9630/  10000 (96.30%), best:    9690/10000 (96.90%), error:      1247.38318, best error:      1100.74341 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 120.2874526978s, input_fired_time: 1.2097734213, output_fired_time: 1.0916746855, propagate_forward_time: 44.7685852051, propagate_backward_time: 69.0952606201, weight_update_time: 0.1425114125, other_time: 4.1221618652
epoch time: 9.2177438736s, input_fired_time: 0.1540479958, output_fired_time: 0.0000000000, propagate_forward_time: 8.5230865479, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5406093597
validation[          , genome  5304] predictions:    9621/  10000 (96.21%), best:    9690/10000 (96.90%), error:      1304.01550, best error:      1100.74341 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 119.8372955322s, input_fired_time: 1.2113072872, output_fired_time: 1.0697464943, propagate_forward_time: 45.4892997742, propagate_backward_time: 68.9898681641, weight_update_time: 0.1401524246, other_time: 3.0770721436
epoch time: 10.1919412613s, input_fired_time: 0.1531825662, output_fired_time: 0.0000000000, propagate_forward_time: 9.5018453598, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5369129181
validation[          , genome  5304] predictions:    9663/  10000 (96.63%), best:    9690/10000 (96.90%), error:      1133.33069, best error:      1100.74341 on epoch:    20, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 120.0129089355s, input_fired_time: 1.2090989351, output_fired_time: 1.0720220804, propagate_forward_time: 43.5853042603, propagate_backward_time: 71.1048812866, weight_update_time: 0.1390900463, other_time: 3.0416030884
epoch time: 9.1448402405s, input_fired_time: 0.1530080289, output_fired_time: 0.0000000000, propagate_forward_time: 8.4481401443, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5436916351
validation[          , genome  5304] predictions:    9705/  10000 (97.05%), best:    9705/10000 (97.05%), error:      1055.42200, best error:      1055.42200 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 119.8590011597s, input_fired_time: 1.2111300230, output_fired_time: 1.0725191832, propagate_forward_time: 43.5065536499, propagate_backward_time: 70.9844284058, weight_update_time: 0.1406358331, other_time: 3.0843734741
epoch time: 10.3401327133s, input_fired_time: 0.1584203988, output_fired_time: 0.0000000000, propagate_forward_time: 9.6231927872, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5585193634
validation[          , genome  5304] predictions:    9639/  10000 (96.39%), best:    9705/10000 (97.05%), error:      1211.56689, best error:      1055.42200 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 127.9340667725s, input_fired_time: 2.3168494701, output_fired_time: 1.1356920004, propagate_forward_time: 47.5675086975, propagate_backward_time: 73.6922912598, weight_update_time: 0.1515376270, other_time: 3.2217254639
epoch time: 8.9611368179s, input_fired_time: 0.1518195122, output_fired_time: 0.0000000000, propagate_forward_time: 8.2735328674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5357847214
validation[          , genome  5304] predictions:    9679/  10000 (96.79%), best:    9705/10000 (97.05%), error:      1096.02966, best error:      1055.42200 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 128.7888641357s, input_fired_time: 1.3135976791, output_fired_time: 1.1058406830, propagate_forward_time: 49.3035812378, propagate_backward_time: 73.7927627563, weight_update_time: 0.1562340260, other_time: 3.2730789185
epoch time: 10.1759805679s, input_fired_time: 0.1690626740, output_fired_time: 0.0000000000, propagate_forward_time: 9.4352369308, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5716810226
validation[          , genome  5304] predictions:    9676/  10000 (96.76%), best:    9705/10000 (97.05%), error:      1102.81653, best error:      1055.42200 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 120.4371948242s, input_fired_time: 1.2335283756, output_fired_time: 1.0750892162, propagate_forward_time: 45.6645774841, propagate_backward_time: 69.3324737549, weight_update_time: 0.1403435171, other_time: 3.1315307617
epoch time: 10.3513488770s, input_fired_time: 0.1579654068, output_fired_time: 0.0000000000, propagate_forward_time: 9.6328496933, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5605335236
validation[          , genome  5304] predictions:    9659/  10000 (96.59%), best:    9705/10000 (97.05%), error:      1131.28247, best error:      1055.42200 on epoch:    25, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 119.7926712036s, input_fired_time: 1.2079154253, output_fired_time: 1.0686693192, propagate_forward_time: 45.5175933838, propagate_backward_time: 68.9467697144, weight_update_time: 0.1390181333, other_time: 3.0517196655
epoch time: 9.0820760727s, input_fired_time: 0.1523253173, output_fired_time: 0.0000000000, propagate_forward_time: 8.3867969513, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5429534912
validation[          , genome  5304] predictions:    9667/  10000 (96.67%), best:    9705/10000 (97.05%), error:      1160.02966, best error:      1055.42200 on epoch:    25, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 136.6869812012s, input_fired_time: 1.4311904907, output_fired_time: 1.1620101929, propagate_forward_time: 49.7695503235, propagate_backward_time: 79.8296585083, weight_update_time: 0.1812411100, other_time: 4.4945755005
epoch time: 10.3569517136s, input_fired_time: 0.1581090987, output_fired_time: 0.0000000000, propagate_forward_time: 9.6481113434, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5507316589
validation[          , genome  5304] predictions:    9686/  10000 (96.86%), best:    9686/10000 (96.86%), error:      1045.71838, best error:      1045.71838 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 129.7302093506s, input_fired_time: 1.3099004030, output_fired_time: 1.1118115187, propagate_forward_time: 49.9335250854, propagate_backward_time: 74.0481719971, weight_update_time: 0.1416688859, other_time: 3.3267974854
epoch time: 10.9188213348s, input_fired_time: 0.1591783911, output_fired_time: 0.0000000000, propagate_forward_time: 10.2065973282, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5530452728
validation[          , genome  5304] predictions:    9670/  10000 (96.70%), best:    9686/10000 (96.86%), error:      1097.35046, best error:      1045.71838 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 120.3255233765s, input_fired_time: 1.2136166096, output_fired_time: 1.0705211163, propagate_forward_time: 44.8261909485, propagate_backward_time: 70.1593475342, weight_update_time: 0.1396856606, other_time: 3.0558471680
epoch time: 9.1924667358s, input_fired_time: 0.1558034271, output_fired_time: 0.0000000000, propagate_forward_time: 8.4860029221, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5506601334
validation[          , genome  5304] predictions:    9635/  10000 (96.35%), best:    9686/10000 (96.86%), error:      1188.80212, best error:      1045.71838 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 133.9350891113s, input_fired_time: 1.3607482910, output_fired_time: 1.2285614014, propagate_forward_time: 47.4107322693, propagate_backward_time: 79.5517654419, weight_update_time: 0.1735046953, other_time: 4.3832778931
epoch time: 10.5239076614s, input_fired_time: 0.1582298279, output_fired_time: 0.0000000000, propagate_forward_time: 9.8188352585, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5468425751
validation[          , genome  5304] predictions:    9672/  10000 (96.72%), best:    9686/10000 (96.86%), error:      1064.37537, best error:      1045.71838 on epoch:    31, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 120.0126647949s, input_fired_time: 1.2128496170, output_fired_time: 1.0675432682, propagate_forward_time: 43.6290702820, propagate_backward_time: 70.1458969116, weight_update_time: 0.1392810792, other_time: 3.9572982788
epoch time: 9.0681257248s, input_fired_time: 0.1536458284, output_fired_time: 0.0000000000, propagate_forward_time: 8.3707180023, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5437622070
validation[          , genome  5304] predictions:    9632/  10000 (96.32%), best:    9686/10000 (96.86%), error:      1221.87744, best error:      1045.71838 on epoch:    31, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 133.5077819824s, input_fired_time: 1.3801327944, output_fired_time: 1.1905488968, propagate_forward_time: 51.3325653076, propagate_backward_time: 76.1647491455, weight_update_time: 0.1423968524, other_time: 3.4397888184
epoch time: 9.1818017960s, input_fired_time: 0.1529171765, output_fired_time: 0.0000000000, propagate_forward_time: 8.4966917038, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5321931839
validation[          , genome  5304] predictions:    9535/  10000 (95.35%), best:    9686/10000 (96.86%), error:      1512.54663, best error:      1045.71838 on epoch:    31, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 119.0731353760s, input_fired_time: 1.2262721062, output_fired_time: 1.0658329725, propagate_forward_time: 45.0935211182, propagate_backward_time: 68.6210479736, weight_update_time: 0.1391956061, other_time: 3.0664596558
epoch time: 10.4919185638s, input_fired_time: 0.1600951403, output_fired_time: 0.0000000000, propagate_forward_time: 9.7740144730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5578088760
validation[          , genome  5304] predictions:    9687/  10000 (96.87%), best:    9687/10000 (96.87%), error:      1037.78418, best error:      1037.78418 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 120.5506362915s, input_fired_time: 1.2151174545, output_fired_time: 1.0813959837, propagate_forward_time: 45.8432273865, propagate_backward_time: 67.4111938477, weight_update_time: 0.1391720623, other_time: 4.9996948242
epoch time: 9.1271638870s, input_fired_time: 0.1522422731, output_fired_time: 0.0000000000, propagate_forward_time: 8.4308557510, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5440654755
validation[          , genome  5304] predictions:    9669/  10000 (96.69%), best:    9687/10000 (96.87%), error:      1156.70129, best error:      1037.78418 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 119.8844223022s, input_fired_time: 1.2104071379, output_fired_time: 1.0658801794, propagate_forward_time: 44.4896011353, propagate_backward_time: 70.0691375732, weight_update_time: 0.1388300061, other_time: 3.0494003296
epoch time: 10.3499221802s, input_fired_time: 0.1584668607, output_fired_time: 0.0000000000, propagate_forward_time: 9.6288919449, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5625629425
validation[          , genome  5304] predictions:    9676/  10000 (96.76%), best:    9687/10000 (96.87%), error:      1087.09937, best error:      1037.78418 on epoch:    37, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 119.6890869141s, input_fired_time: 1.2157118320, output_fired_time: 1.0687922239, propagate_forward_time: 44.4876632690, propagate_backward_time: 68.9083786011, weight_update_time: 0.1398137063, other_time: 4.0085372925
epoch time: 8.8294982910s, input_fired_time: 0.1504233479, output_fired_time: 0.0000000000, propagate_forward_time: 8.1506252289, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5284500122
validation[          , genome  5304] predictions:    9691/  10000 (96.91%), best:    9687/10000 (96.87%), error:      1052.12915, best error:      1037.78418 on epoch:    37, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 136.3586578369s, input_fired_time: 1.4028829336, output_fired_time: 1.2432532310, propagate_forward_time: 50.9377098083, propagate_backward_time: 79.4106750488, weight_update_time: 0.1596653163, other_time: 3.3641357422
epoch time: 9.3616065979s, input_fired_time: 0.2006652951, output_fired_time: 0.0000000000, propagate_forward_time: 8.6111555099, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5497856140
validation[          , genome  5304] predictions:    9706/  10000 (97.06%), best:    9687/10000 (96.87%), error:      1043.59106, best error:      1037.78418 on epoch:    37, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 126.8639526367s, input_fired_time: 1.2863030434, output_fired_time: 1.1747032404, propagate_forward_time: 46.4767951965, propagate_backward_time: 74.6782455444, weight_update_time: 0.1476700604, other_time: 3.2479019165
epoch time: 9.0532350540s, input_fired_time: 0.1540113837, output_fired_time: 0.0000000000, propagate_forward_time: 8.3662872314, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5329360962
validation[          , genome  5304] predictions:    9644/  10000 (96.44%), best:    9687/10000 (96.87%), error:      1206.68079, best error:      1037.78418 on epoch:    37, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 123.4072570801s, input_fired_time: 1.2450194359, output_fired_time: 1.0720678568, propagate_forward_time: 43.8174972534, propagate_backward_time: 74.1648864746, weight_update_time: 0.1532111913, other_time: 3.1077880859
epoch time: 9.1729803085s, input_fired_time: 0.1552584767, output_fired_time: 0.0000000000, propagate_forward_time: 8.4783840179, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5393381119
validation[          , genome  5304] predictions:    9631/  10000 (96.31%), best:    9687/10000 (96.87%), error:      1212.10803, best error:      1037.78418 on epoch:    37, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 120.2846374512s, input_fired_time: 1.2125196457, output_fired_time: 1.0731122494, propagate_forward_time: 46.6080245972, propagate_backward_time: 68.3616867065, weight_update_time: 0.1395479292, other_time: 3.0292968750
epoch time: 9.9097690582s, input_fired_time: 0.1548338830, output_fired_time: 0.0000000000, propagate_forward_time: 9.2221517563, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5327835083
validation[          , genome  5304] predictions:    9669/  10000 (96.69%), best:    9687/10000 (96.87%), error:      1097.67664, best error:      1037.78418 on epoch:    37, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 119.9105606079s, input_fired_time: 1.2186858654, output_fired_time: 1.0736684799, propagate_forward_time: 44.6174621582, propagate_backward_time: 69.9227676392, weight_update_time: 0.1386296302, other_time: 3.0779724121
epoch time: 9.1501951218s, input_fired_time: 0.1548494846, output_fired_time: 0.0000000000, propagate_forward_time: 8.4527854919, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5425605774
validation[          , genome  5304] predictions:    9677/  10000 (96.77%), best:    9687/10000 (96.87%), error:      1097.13916, best error:      1037.78418 on epoch:    37, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 128.3454437256s, input_fired_time: 1.3254408836, output_fired_time: 1.1655545235, propagate_forward_time: 46.8268814087, propagate_backward_time: 75.7705535889, weight_update_time: 0.1633316875, other_time: 3.2570114136
epoch time: 15.2045621872s, input_fired_time: 0.2152573019, output_fired_time: 0.0000000000, propagate_forward_time: 14.1909456253, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7983589172
validation[          , genome  5304] predictions:    9706/  10000 (97.06%), best:    9706/10000 (97.06%), error:       985.95508, best error:       985.95508 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 122.6077194214s, input_fired_time: 1.2415006161, output_fired_time: 1.1236532927, propagate_forward_time: 46.7265701294, propagate_backward_time: 70.3765106201, weight_update_time: 0.1413219422, other_time: 3.1394882202
epoch time: 10.3390636444s, input_fired_time: 0.1567060798, output_fired_time: 0.0000000000, propagate_forward_time: 9.6367473602, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5456104279
validation[          , genome  5304] predictions:    9680/  10000 (96.80%), best:    9706/10000 (97.06%), error:      1125.66101, best error:       985.95508 on epoch:    46, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 120.0261993408s, input_fired_time: 1.2164473534, output_fired_time: 1.0717911720, propagate_forward_time: 44.5552711487, propagate_backward_time: 69.1367874146, weight_update_time: 0.1391744763, other_time: 4.0459060669
epoch time: 9.1262178421s, input_fired_time: 0.1533506662, output_fired_time: 0.0000000000, propagate_forward_time: 8.4371728897, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5356941223
validation[          , genome  5304] predictions:    9711/  10000 (97.11%), best:    9711/10000 (97.11%), error:       967.39526, best error:       967.39526 on epoch:    48, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 121.2353210449s, input_fired_time: 2.2484714985, output_fired_time: 1.0770862103, propagate_forward_time: 46.1452827454, propagate_backward_time: 67.6115264893, weight_update_time: 0.1497748643, other_time: 4.1529541016
epoch time: 10.6494474411s, input_fired_time: 0.1622840166, output_fired_time: 0.0000000000, propagate_forward_time: 9.8988771439, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5882863998
validation[          , genome  5304] predictions:    9708/  10000 (97.08%), best:    9711/10000 (97.11%), error:       970.43280, best error:       967.39526 on epoch:    48, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 119.8431549072s, input_fired_time: 1.2229249477, output_fired_time: 1.0661301613, propagate_forward_time: 43.5197257996, propagate_backward_time: 70.9547882080, weight_update_time: 0.1399554312, other_time: 3.0795898438
epoch time: 9.0002593994s, input_fired_time: 0.1514813453, output_fired_time: 0.0000000000, propagate_forward_time: 8.3219919205, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5267858505
validation[          , genome  5304] predictions:    9650/  10000 (96.50%), best:    9711/10000 (97.11%), error:      1187.20911, best error:       967.39526 on epoch:    48, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 118.8203964233s, input_fired_time: 1.2177692652, output_fired_time: 1.0680027008, propagate_forward_time: 42.6305580139, propagate_backward_time: 70.8711395264, weight_update_time: 0.1389624625, other_time: 3.0329284668
epoch time: 10.3825111389s, input_fired_time: 0.1557198912, output_fired_time: 0.0000000000, propagate_forward_time: 9.6861782074, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5406131744
validation[          , genome  5304] predictions:    9680/  10000 (96.80%), best:    9711/10000 (97.11%), error:      1080.57227, best error:       967.39526 on epoch:    48, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 125.0610656738s, input_fired_time: 1.2642054558, output_fired_time: 1.1425588131, propagate_forward_time: 46.8384208679, propagate_backward_time: 72.6551437378, weight_update_time: 0.1459869742, other_time: 3.1607437134
epoch time: 10.1668348312s, input_fired_time: 0.1573447734, output_fired_time: 0.0000000000, propagate_forward_time: 9.4610548019, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5484352112
validation[          , genome  5304] predictions:    9705/  10000 (97.05%), best:    9711/10000 (97.11%), error:       996.70105, best error:       967.39526 on epoch:    48, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 123.3172073364s, input_fired_time: 1.2441411018, output_fired_time: 1.0834929943, propagate_forward_time: 44.2878532410, propagate_backward_time: 73.5676345825, weight_update_time: 0.1461032927, other_time: 3.1340866089
epoch time: 13.8744077682s, input_fired_time: 0.2007982582, output_fired_time: 0.0000000000, propagate_forward_time: 12.9400863647, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7335233688
validation[          , genome  5304] predictions:    9664/  10000 (96.64%), best:    9711/10000 (97.11%), error:      1108.07825, best error:       967.39526 on epoch:    48, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 123.3115158081s, input_fired_time: 1.2501074076, output_fired_time: 1.1292735338, propagate_forward_time: 46.8512420654, propagate_backward_time: 70.9181671143, weight_update_time: 0.1409148127, other_time: 3.1627273560
epoch time: 9.0614433289s, input_fired_time: 0.1529742777, output_fired_time: 0.0000000000, propagate_forward_time: 8.3769121170, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5315570831
validation[          , genome  5304] predictions:    9676/  10000 (96.76%), best:    9711/10000 (97.11%), error:      1074.44934, best error:       967.39526 on epoch:    48, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 119.9963684082s, input_fired_time: 1.2260648012, output_fired_time: 1.0854637623, propagate_forward_time: 46.4411659241, propagate_backward_time: 68.1571273804, weight_update_time: 0.1402907521, other_time: 3.0865402222
epoch time: 10.3937711716s, input_fired_time: 0.1604283750, output_fired_time: 0.0000000000, propagate_forward_time: 9.6741733551, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5591697693
validation[          , genome  5304] predictions:    9704/  10000 (97.04%), best:    9711/10000 (97.11%), error:      1032.40588, best error:       967.39526 on epoch:    48, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 119.7267913818s, input_fired_time: 1.2252637148, output_fired_time: 1.0750898123, propagate_forward_time: 43.7262725830, propagate_backward_time: 69.6386871338, weight_update_time: 0.1405483186, other_time: 4.0614776611
epoch time: 9.0591802597s, input_fired_time: 0.1553772688, output_fired_time: 0.0000000000, propagate_forward_time: 8.3705358505, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5332670212
validation[          , genome  5304] predictions:    9707/  10000 (97.07%), best:    9711/10000 (97.11%), error:      1034.58508, best error:       967.39526 on epoch:    48, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 119.4689712524s, input_fired_time: 1.2245020866, output_fired_time: 1.0696660280, propagate_forward_time: 44.3526039124, propagate_backward_time: 69.7794952393, weight_update_time: 0.1385353804, other_time: 3.0427093506
epoch time: 10.4932327271s, input_fired_time: 0.1633982658, output_fired_time: 0.0000000000, propagate_forward_time: 9.7374582291, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5923757553
validation[          , genome  5304] predictions:    9676/  10000 (96.76%), best:    9711/10000 (97.11%), error:      1108.13013, best error:       967.39526 on epoch:    48, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 124.4443206787s, input_fired_time: 2.2684607506, output_fired_time: 1.1600868702, propagate_forward_time: 44.4617118835, propagate_backward_time: 73.3807220459, weight_update_time: 0.1601761132, other_time: 3.1733398438
epoch time: 10.4817142487s, input_fired_time: 0.1623260826, output_fired_time: 0.0000000000, propagate_forward_time: 9.7560024261, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5633859634
validation[          , genome  5304] predictions:    9689/  10000 (96.89%), best:    9711/10000 (97.11%), error:      1071.16675, best error:       967.39526 on epoch:    48, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 120.3165817261s, input_fired_time: 1.2250854969, output_fired_time: 1.0706477165, propagate_forward_time: 45.6957626343, propagate_backward_time: 69.2455368042, weight_update_time: 0.1398773044, other_time: 3.0795516968
epoch time: 9.0483617783s, input_fired_time: 0.1564201713, output_fired_time: 0.0000000000, propagate_forward_time: 8.3517942429, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5401477814
validation[          , genome  5304] predictions:    9682/  10000 (96.82%), best:    9711/10000 (97.11%), error:      1103.07190, best error:       967.39526 on epoch:    48, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 124.8431930542s, input_fired_time: 1.2770128250, output_fired_time: 1.0910046101, propagate_forward_time: 46.1873741150, propagate_backward_time: 73.1230697632, weight_update_time: 0.1477781683, other_time: 3.1647262573
epoch time: 16.7703838348s, input_fired_time: 0.2443635911, output_fired_time: 0.0000000000, propagate_forward_time: 15.6021585464, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9238615036
validation[          , genome  5304] predictions:    9686/  10000 (96.86%), best:    9711/10000 (97.11%), error:      1014.31128, best error:       967.39526 on epoch:    48, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 120.7102584839s, input_fired_time: 1.2550258636, output_fired_time: 1.0879691839, propagate_forward_time: 44.9882240295, propagate_backward_time: 70.3172988892, weight_update_time: 0.1403210908, other_time: 3.0617446899
epoch time: 10.5103673935s, input_fired_time: 0.1636098623, output_fired_time: 0.0000000000, propagate_forward_time: 9.7587575912, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5880002975
validation[          , genome  5304] predictions:    9671/  10000 (96.71%), best:    9711/10000 (97.11%), error:      1125.90222, best error:       967.39526 on epoch:    48, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 129.5029144287s, input_fired_time: 1.3296340704, output_fired_time: 1.1710345745, propagate_forward_time: 48.0372886658, propagate_backward_time: 75.6610107422, weight_update_time: 0.1495218277, other_time: 3.3039398193
epoch time: 10.3805837631s, input_fired_time: 0.1583182514, output_fired_time: 0.0000000000, propagate_forward_time: 9.6761407852, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5461244583
validation[          , genome  5304] predictions:    9670/  10000 (96.70%), best:    9711/10000 (97.11%), error:      1115.46570, best error:       967.39526 on epoch:    48, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 120.3113021851s, input_fired_time: 1.2258543968, output_fired_time: 2.0962207317, propagate_forward_time: 42.7319145203, propagate_backward_time: 71.2192001343, weight_update_time: 0.1399779469, other_time: 3.0381088257
epoch time: 9.0553207397s, input_fired_time: 0.1548812091, output_fired_time: 0.0000000000, propagate_forward_time: 8.3586072922, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5418319702
validation[          , genome  5304] predictions:    9683/  10000 (96.83%), best:    9711/10000 (97.11%), error:      1112.42493, best error:       967.39526 on epoch:    48, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 125.4822540283s, input_fired_time: 1.3056586981, output_fired_time: 1.1093298197, propagate_forward_time: 47.2033843994, propagate_backward_time: 72.6765823364, weight_update_time: 0.1400126219, other_time: 3.1873016357
epoch time: 9.0320749283s, input_fired_time: 0.1555370092, output_fired_time: 0.0000000000, propagate_forward_time: 8.3403902054, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5361480713
validation[          , genome  5304] predictions:    9676/  10000 (96.76%), best:    9711/10000 (97.11%), error:      1087.22253, best error:       967.39526 on epoch:    48, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 142.3864135742s, input_fired_time: 2.4223384857, output_fired_time: 1.3340135813, propagate_forward_time: 53.6526069641, propagate_backward_time: 81.3301010132, weight_update_time: 0.1713381857, other_time: 3.6473617554
epoch time: 10.9788227081s, input_fired_time: 0.1665943265, output_fired_time: 0.0000000000, propagate_forward_time: 10.2359476089, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5762805939
validation[          , genome  5304] predictions:    9711/  10000 (97.11%), best:    9711/10000 (97.11%), error:      1004.30994, best error:       967.39526 on epoch:    48, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 120.5811767578s, input_fired_time: 1.2396285534, output_fired_time: 1.0710445642, propagate_forward_time: 44.8004112244, propagate_backward_time: 70.3602828979, weight_update_time: 0.1399828494, other_time: 3.1098098755
epoch time: 9.0567197800s, input_fired_time: 0.1563555896, output_fired_time: 0.0000000000, propagate_forward_time: 8.3640146255, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5363492966
validation[          , genome  5304] predictions:    9690/  10000 (96.90%), best:    9711/10000 (97.11%), error:      1065.12720, best error:       967.39526 on epoch:    48, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 119.8039703369s, input_fired_time: 1.2304669619, output_fired_time: 1.0731655359, propagate_forward_time: 43.4900360107, propagate_backward_time: 69.9220123291, weight_update_time: 0.1400918365, other_time: 4.0882873535
epoch time: 10.3877029419s, input_fired_time: 0.1613784581, output_fired_time: 0.0000000000, propagate_forward_time: 9.6747713089, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5515527725
validation[          , genome  5304] predictions:    9652/  10000 (96.52%), best:    9711/10000 (97.11%), error:      1166.99902, best error:       967.39526 on epoch:    48, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 134.3271026611s, input_fired_time: 1.3612577915, output_fired_time: 2.1949560642, propagate_forward_time: 47.7932891846, propagate_backward_time: 79.6389846802, weight_update_time: 0.1470092684, other_time: 3.3386154175
epoch time: 9.1543016434s, input_fired_time: 0.1584521234, output_fired_time: 0.0000000000, propagate_forward_time: 8.4511079788, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5447416306
validation[          , genome  5304] predictions:    9687/  10000 (96.87%), best:    9711/10000 (97.11%), error:      1059.83203, best error:       967.39526 on epoch:    48, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 120.4942550659s, input_fired_time: 1.2326220274, output_fired_time: 1.0907565355, propagate_forward_time: 45.8152542114, propagate_backward_time: 69.2992248535, weight_update_time: 0.1396256387, other_time: 3.0563964844
epoch time: 12.0713748932s, input_fired_time: 0.1865751892, output_fired_time: 0.0000000000, propagate_forward_time: 11.2532453537, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6315546036
validation[          , genome  5304] predictions:    9690/  10000 (96.90%), best:    9711/10000 (97.11%), error:      1076.26587, best error:       967.39526 on epoch:    48, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 126.0979537964s, input_fired_time: 1.3113545179, output_fired_time: 1.1049011946, propagate_forward_time: 46.6466979980, propagate_backward_time: 73.7982025146, weight_update_time: 0.1492706388, other_time: 3.2367935181
epoch time: 9.1501827240s, input_fired_time: 0.1566757560, output_fired_time: 0.0000000000, propagate_forward_time: 8.4616956711, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5318117142
validation[          , genome  5304] predictions:    9695/  10000 (96.95%), best:    9711/10000 (97.11%), error:      1073.83374, best error:       967.39526 on epoch:    48, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 125.7346496582s, input_fired_time: 1.3095992804, output_fired_time: 1.1291704178, propagate_forward_time: 45.0877952576, propagate_backward_time: 74.9599075317, weight_update_time: 0.1617623866, other_time: 3.2481765747
epoch time: 9.0944147110s, input_fired_time: 0.1560946703, output_fired_time: 0.0000000000, propagate_forward_time: 8.3968534470, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5414667130
validation[          , genome  5304] predictions:    9618/  10000 (96.18%), best:    9711/10000 (97.11%), error:      1222.42664, best error:       967.39526 on epoch:    48, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 128.0782928467s, input_fired_time: 1.3112660646, output_fired_time: 1.1332815886, propagate_forward_time: 47.1895790100, propagate_backward_time: 75.2479476929, weight_update_time: 0.1399765909, other_time: 3.1962203979
epoch time: 9.0692243576s, input_fired_time: 0.1559647024, output_fired_time: 0.0000000000, propagate_forward_time: 8.3760404587, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5372190475
validation[          , genome  5304] predictions:    9687/  10000 (96.87%), best:    9711/10000 (97.11%), error:      1056.38147, best error:       967.39526 on epoch:    48, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 120.0272445679s, input_fired_time: 1.2314951420, output_fired_time: 1.0711302757, propagate_forward_time: 45.4598579407, propagate_backward_time: 69.1990356445, weight_update_time: 0.1394023150, other_time: 3.0657196045
epoch time: 10.3859987259s, input_fired_time: 0.1608907282, output_fired_time: 0.0000000000, propagate_forward_time: 9.6726026535, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5525054932
validation[          , genome  5304] predictions:    9686/  10000 (96.86%), best:    9711/10000 (97.11%), error:      1089.81604, best error:       967.39526 on epoch:    48, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 130.1517181396s, input_fired_time: 1.3284797668, output_fired_time: 1.1855838299, propagate_forward_time: 49.9528160095, propagate_backward_time: 74.3623123169, weight_update_time: 0.1488239914, other_time: 3.3225326538
epoch time: 10.4223737717s, input_fired_time: 0.1623246074, output_fired_time: 0.0000000000, propagate_forward_time: 9.7012624741, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5587863922
validation[          , genome  5304] predictions:    9689/  10000 (96.89%), best:    9711/10000 (97.11%), error:      1086.34656, best error:       967.39526 on epoch:    48, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 119.8393783569s, input_fired_time: 1.2389136553, output_fired_time: 1.0725711584, propagate_forward_time: 46.5797157288, propagate_backward_time: 67.9082260132, weight_update_time: 0.1393044740, other_time: 3.0399551392
epoch time: 9.0320549011s, input_fired_time: 0.1553444862, output_fired_time: 0.0000000000, propagate_forward_time: 8.3386507034, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5380601883
validation[          , genome  5304] predictions:    9659/  10000 (96.59%), best:    9711/10000 (97.11%), error:      1180.30029, best error:       967.39526 on epoch:    48, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 120.1827163696s, input_fired_time: 1.2382799387, output_fired_time: 1.0725387335, propagate_forward_time: 45.6857070923, propagate_backward_time: 69.0910034180, weight_update_time: 0.1416713446, other_time: 3.0951843262
epoch time: 11.1640319824s, input_fired_time: 0.1684284210, output_fired_time: 0.0000000000, propagate_forward_time: 10.4263906479, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5692129135
validation[          , genome  5304] predictions:    9722/  10000 (97.22%), best:    9711/10000 (97.11%), error:       982.76447, best error:       967.39526 on epoch:    48, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 130.3673400879s, input_fired_time: 1.3618379831, output_fired_time: 1.1828579903, propagate_forward_time: 47.5479240417, propagate_backward_time: 76.9161148071, weight_update_time: 0.1746132374, other_time: 3.3586044312
epoch time: 11.5963888168s, input_fired_time: 0.1762993783, output_fired_time: 0.0000000000, propagate_forward_time: 10.8131875992, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6069021225
validation[          , genome  5304] predictions:    9667/  10000 (96.67%), best:    9711/10000 (97.11%), error:      1076.94287, best error:       967.39526 on epoch:    48, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 120.9107589722s, input_fired_time: 1.2468512058, output_fired_time: 1.0783581734, propagate_forward_time: 43.8500938416, propagate_backward_time: 71.6329421997, weight_update_time: 0.1392566115, other_time: 3.1025161743
epoch time: 10.1507062912s, input_fired_time: 0.1593411416, output_fired_time: 0.0000000000, propagate_forward_time: 9.4543151855, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5370502472
validation[          , genome  5304] predictions:    9520/  10000 (95.20%), best:    9711/10000 (97.11%), error:      1561.21301, best error:       967.39526 on epoch:    48, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 119.6333847046s, input_fired_time: 1.2459282875, output_fired_time: 1.0699640512, propagate_forward_time: 44.4656982422, propagate_backward_time: 69.8081436157, weight_update_time: 0.1384252608, other_time: 3.0436553955
epoch time: 9.2386665344s, input_fired_time: 0.1589901745, output_fired_time: 0.0000000000, propagate_forward_time: 8.5281648636, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5515117645
validation[          , genome  5304] predictions:    9692/  10000 (96.92%), best:    9711/10000 (97.11%), error:      1053.05627, best error:       967.39526 on epoch:    48, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 119.4350357056s, input_fired_time: 1.2444700003, output_fired_time: 1.0601471663, propagate_forward_time: 46.4602394104, propagate_backward_time: 67.6761932373, weight_update_time: 0.1376890093, other_time: 2.9939880371
epoch time: 10.3597183228s, input_fired_time: 0.1599544287, output_fired_time: 0.0000000000, propagate_forward_time: 9.6568031311, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5429611206
validation[          , genome  5304] predictions:    9684/  10000 (96.84%), best:    9711/10000 (97.11%), error:      1091.00696, best error:       967.39526 on epoch:    48, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 119.7970809937s, input_fired_time: 1.2300783396, output_fired_time: 1.0663344860, propagate_forward_time: 45.5315513611, propagate_backward_time: 68.9392013550, weight_update_time: 0.1428458095, other_time: 3.0299148560
epoch time: 9.2719545364s, input_fired_time: 0.1604197025, output_fired_time: 0.0000000000, propagate_forward_time: 8.5668802261, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5446548462
validation[          , genome  5304] predictions:    9642/  10000 (96.42%), best:    9711/10000 (97.11%), error:      1166.41992, best error:       967.39526 on epoch:    48, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 120.2896728516s, input_fired_time: 1.2702367306, output_fired_time: 1.0692293644, propagate_forward_time: 45.7573623657, propagate_backward_time: 69.1365966797, weight_update_time: 0.1394790411, other_time: 3.0562515259
epoch time: 10.4129095078s, input_fired_time: 0.1637203544, output_fired_time: 0.0000000000, propagate_forward_time: 9.6986560822, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5505332947
validation[          , genome  5304] predictions:    9673/  10000 (96.73%), best:    9711/10000 (97.11%), error:      1123.58850, best error:       967.39526 on epoch:    48, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 120.7775344849s, input_fired_time: 1.2337628603, output_fired_time: 1.0706934929, propagate_forward_time: 43.0358505249, propagate_backward_time: 72.3784637451, weight_update_time: 0.1393430680, other_time: 3.0587615967
epoch time: 8.8745326996s, input_fired_time: 0.1532763541, output_fired_time: 0.0000000000, propagate_forward_time: 8.1969985962, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5242576599
validation[          , genome  5304] predictions:    9653/  10000 (96.53%), best:    9711/10000 (97.11%), error:      1145.85583, best error:       967.39526 on epoch:    48, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 120.7284927368s, input_fired_time: 1.2432874441, output_fired_time: 2.0808961391, propagate_forward_time: 44.8931579590, propagate_backward_time: 69.4484786987, weight_update_time: 0.1409441829, other_time: 3.0626754761
epoch time: 10.4579534531s, input_fired_time: 0.1628728956, output_fired_time: 0.0000000000, propagate_forward_time: 9.7446222305, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5504579544
validation[          , genome  5304] predictions:    9715/  10000 (97.15%), best:    9711/10000 (97.11%), error:       997.46198, best error:       967.39526 on epoch:    48, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 119.6325988770s, input_fired_time: 2.2450685501, output_fired_time: 1.0735744238, propagate_forward_time: 42.4907035828, propagate_backward_time: 69.8370132446, weight_update_time: 0.1388104856, other_time: 3.9862289429
epoch time: 9.1189451218s, input_fired_time: 0.1578691453, output_fired_time: 0.0000000000, propagate_forward_time: 8.4316806793, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5293951035
validation[          , genome  5304] predictions:    9645/  10000 (96.45%), best:    9711/10000 (97.11%), error:      1215.02063, best error:       967.39526 on epoch:    48, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 121.0996398926s, input_fired_time: 1.2553024292, output_fired_time: 1.0911848545, propagate_forward_time: 43.9096450806, propagate_backward_time: 71.7304534912, weight_update_time: 0.1417647004, other_time: 3.1130523682
epoch time: 10.7291860580s, input_fired_time: 0.1659400314, output_fired_time: 0.0000000000, propagate_forward_time: 10.0109148026, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5523309708
validation[          , genome  5304] predictions:    9674/  10000 (96.74%), best:    9711/10000 (97.11%), error:      1092.77246, best error:       967.39526 on epoch:    48, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 131.4170989990s, input_fired_time: 2.3967807293, output_fired_time: 1.1745840311, propagate_forward_time: 49.8642807007, propagate_backward_time: 74.7005386353, weight_update_time: 0.1413840950, other_time: 3.2809219360
epoch time: 10.2669172287s, input_fired_time: 0.1595756263, output_fired_time: 0.0000000000, propagate_forward_time: 9.5708570480, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5364847183
validation[          , genome  5304] predictions:    9711/  10000 (97.11%), best:    9711/10000 (97.11%), error:      1003.99628, best error:       967.39526 on epoch:    48, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 119.1834869385s, input_fired_time: 1.2481106520, output_fired_time: 1.0681846142, propagate_forward_time: 45.2136344910, propagate_backward_time: 67.6012344360, weight_update_time: 0.1384033114, other_time: 4.0523300171
epoch time: 9.1416587830s, input_fired_time: 0.1592038125, output_fired_time: 0.0000000000, propagate_forward_time: 8.4418888092, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5405664444
validation[          , genome  5304] predictions:    9518/  10000 (95.18%), best:    9711/10000 (97.11%), error:      1663.79956, best error:       967.39526 on epoch:    48, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 118.9800643921s, input_fired_time: 1.2373129129, output_fired_time: 1.0718524456, propagate_forward_time: 42.9798698425, propagate_backward_time: 70.6360397339, weight_update_time: 0.1402878165, other_time: 3.0549850464
epoch time: 10.5405015945s, input_fired_time: 0.1634416729, output_fired_time: 0.0000000000, propagate_forward_time: 9.8189449310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5581150055
validation[          , genome  5304] predictions:    9624/  10000 (96.24%), best:    9711/10000 (97.11%), error:      1296.93201, best error:       967.39526 on epoch:    48, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 119.6362915039s, input_fired_time: 2.1412985325, output_fired_time: 1.0666729212, propagate_forward_time: 44.4121398926, propagate_backward_time: 68.9663772583, weight_update_time: 0.1415691078, other_time: 3.0498046875
epoch time: 9.1594896317s, input_fired_time: 0.1573173702, output_fired_time: 0.0000000000, propagate_forward_time: 8.4470577240, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5551147461
validation[          , genome  5304] predictions:    9645/  10000 (96.45%), best:    9711/10000 (97.11%), error:      1199.12122, best error:       967.39526 on epoch:    48, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 134.1911315918s, input_fired_time: 1.3708224297, output_fired_time: 1.1932857037, propagate_forward_time: 50.7571296692, propagate_backward_time: 77.5099945068, weight_update_time: 0.1422871798, other_time: 3.3599090576
epoch time: 14.6409492493s, input_fired_time: 0.1864124388, output_fired_time: 0.0000000000, propagate_forward_time: 12.6170969009, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8374395370
validation[          , genome  5304] predictions:    9660/  10000 (96.60%), best:    9711/10000 (97.11%), error:      1112.57446, best error:       967.39526 on epoch:    48, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 120.6871795654s, input_fired_time: 1.2579199076, output_fired_time: 1.1054991484, propagate_forward_time: 45.8427391052, propagate_backward_time: 69.4056167603, weight_update_time: 0.1400273293, other_time: 3.0754013062
epoch time: 9.1782484055s, input_fired_time: 0.1607289612, output_fired_time: 0.0000000000, propagate_forward_time: 8.4688520432, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5486669540
validation[          , genome  5304] predictions:    9698/  10000 (96.98%), best:    9711/10000 (97.11%), error:      1005.44360, best error:       967.39526 on epoch:    48, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 119.6067886353s, input_fired_time: 1.2359565496, output_fired_time: 1.0654881001, propagate_forward_time: 45.4682769775, propagate_backward_time: 68.8052673340, weight_update_time: 0.1392019838, other_time: 3.0317993164
epoch time: 10.3374347687s, input_fired_time: 0.1616330743, output_fired_time: 0.0000000000, propagate_forward_time: 9.6296405792, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5461606979
validation[          , genome  5304] predictions:    9640/  10000 (96.40%), best:    9711/10000 (97.11%), error:      1151.86450, best error:       967.39526 on epoch:    48, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 129.7009277344s, input_fired_time: 2.4257011414, output_fired_time: 1.1460655928, propagate_forward_time: 49.3307838440, propagate_backward_time: 72.6435165405, weight_update_time: 0.1405943334, other_time: 4.1548538208
epoch time: 10.4179553986s, input_fired_time: 0.1634490639, output_fired_time: 0.0000000000, propagate_forward_time: 9.7036161423, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5508899689
validation[          , genome  5304] predictions:    9687/  10000 (96.87%), best:    9711/10000 (97.11%), error:      1074.88953, best error:       967.39526 on epoch:    48, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 125.5935592651s, input_fired_time: 2.3049311638, output_fired_time: 1.1106885672, propagate_forward_time: 47.4284782410, propagate_backward_time: 71.5220642090, weight_update_time: 0.1483434886, other_time: 3.2274017334
epoch time: 10.3713779449s, input_fired_time: 0.1630889177, output_fired_time: 0.0000000000, propagate_forward_time: 9.6554565430, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5528326035
validation[          , genome  5304] predictions:    9711/  10000 (97.11%), best:    9711/10000 (97.11%), error:      1001.78949, best error:       967.39526 on epoch:    48, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 120.3600158691s, input_fired_time: 2.2524728775, output_fired_time: 1.0760364532, propagate_forward_time: 44.5630645752, propagate_backward_time: 69.4244079590, weight_update_time: 0.1396417767, other_time: 3.0440368652
epoch time: 9.0552539825s, input_fired_time: 0.1572206616, output_fired_time: 0.0000000000, propagate_forward_time: 8.3714389801, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5265941620
validation[          , genome  5304] predictions:    9700/  10000 (97.00%), best:    9711/10000 (97.11%), error:      1022.39490, best error:       967.39526 on epoch:    48, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 125.3724136353s, input_fired_time: 1.3057333231, output_fired_time: 1.1110075712, propagate_forward_time: 48.9320335388, propagate_backward_time: 70.8989868164, weight_update_time: 0.1398880482, other_time: 3.1246490479
epoch time: 11.3879251480s, input_fired_time: 0.1848525405, output_fired_time: 0.0000000000, propagate_forward_time: 10.6024751663, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6005973816
validation[          , genome  5304] predictions:    9695/  10000 (96.95%), best:    9711/10000 (97.11%), error:      1042.95056, best error:       967.39526 on epoch:    48, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 127.0197830200s, input_fired_time: 1.3342336416, output_fired_time: 1.1461279392, propagate_forward_time: 46.3735961914, propagate_backward_time: 74.9299850464, weight_update_time: 0.1490807682, other_time: 3.2358398438
epoch time: 10.2008590698s, input_fired_time: 0.1608354747, output_fired_time: 0.0000000000, propagate_forward_time: 9.5011949539, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5388288498
validation[          , genome  5304] predictions:    9708/  10000 (97.08%), best:    9711/10000 (97.11%), error:       999.22247, best error:       967.39526 on epoch:    48, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 120.0769195557s, input_fired_time: 1.2482061386, output_fired_time: 1.0711954832, propagate_forward_time: 43.6144523621, propagate_backward_time: 69.0674285889, weight_update_time: 0.1402061731, other_time: 5.0756378174
epoch time: 8.7635765076s, input_fired_time: 0.1554876566, output_fired_time: 0.0000000000, propagate_forward_time: 8.0920658112, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5160226822
validation[          , genome  5304] predictions:    9663/  10000 (96.63%), best:    9711/10000 (97.11%), error:      1144.76587, best error:       967.39526 on epoch:    48, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 120.8206634521s, input_fired_time: 1.2538793087, output_fired_time: 1.0809808969, propagate_forward_time: 45.8470535278, propagate_backward_time: 69.5688247681, weight_update_time: 0.1398435682, other_time: 3.0699310303
epoch time: 10.4489994049s, input_fired_time: 0.1635571122, output_fired_time: 0.0000000000, propagate_forward_time: 9.7373180389, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5481243134
validation[          , genome  5304] predictions:    9708/  10000 (97.08%), best:    9711/10000 (97.11%), error:      1021.11212, best error:       967.39526 on epoch:    48, 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: 48.1969184875s, input_fired_time: 0.7912809849, output_fired_time: 0.0000000000, propagate_forward_time: 44.5693893433, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8362464905
best training[          , genome  5304] predictions:   49140/  50000 (98.28%), best:    9711/10000 (97.11%), error:      3102.49854, best error:       967.39526 on epoch:    48, 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: 10.2790575027s, input_fired_time: 0.1578315347, output_fired_time: 0.0000000000, propagate_forward_time: 9.5697259903, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5515003204
   testing[          , genome  5304] predictions:    9719/  10000 (97.19%), best:    9711/10000 (97.11%), error:       959.43762, best error:       967.39526 on epoch:    48, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
14:33:21 (4724): called boinc_finish(0)

</stderr_txt>
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