Nameexact_genome_1512568488_42_4957_0
Workunit2596034
Created7 Dec 2017, 12:36:20 UTC
Sent7 Dec 2017, 12:40:29 UTC
Report deadline12 Dec 2017, 3:54:48 UTC
Received8 Dec 2017, 21:34:08 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52320
Run time2 hours 27 min 29 sec
CPU time2 hours 27 min 25 sec
Validate stateValid
Credit1,158.74
Device peak FLOPS2.93 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size153.89 MB
Peak swap size152.40 MB
Peak disk usage1.65 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.0923397914, output_fired_time: 0.0000000000, propagate_forward_time: 6.1868424416, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4225797653
validation[          , genome  4957] predictions:    9567/  10000 (95.67%), best:    9621/10000 (96.21%), error:      1454.56445, best error:      1286.67480 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 80.1099166870s, input_fired_time: 0.7270049453, output_fired_time: 0.6727082729, propagate_forward_time: 30.8398513794, propagate_backward_time: 45.5878486633, weight_update_time: 0.1305000782, other_time: 2.2825050354
epoch time: 6.6968131065s, input_fired_time: 0.0902573839, output_fired_time: 0.0000000000, propagate_forward_time: 6.1942148209, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4123411179
validation[          , genome  4957] predictions:    9628/  10000 (96.28%), best:    9628/10000 (96.28%), error:      1284.42480, best error:      1284.42480 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 80.3664550781s, input_fired_time: 0.7278811932, output_fired_time: 0.6754170060, propagate_forward_time: 30.9594802856, propagate_backward_time: 45.7168617249, weight_update_time: 0.1319946200, other_time: 2.2868156433
epoch time: 6.7124261856s, input_fired_time: 0.0910549089, output_fired_time: 0.0000000000, propagate_forward_time: 6.2061376572, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4152336121
validation[          , genome  4957] predictions:    9449/  10000 (94.49%), best:    9628/10000 (96.28%), error:      1801.85217, best error:      1284.42480 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 80.4558410645s, input_fired_time: 0.7427459359, output_fired_time: 0.6798512936, propagate_forward_time: 30.9018154144, propagate_backward_time: 45.7713356018, weight_update_time: 0.1353745908, other_time: 2.3600959778
epoch time: 6.7334642410s, input_fired_time: 0.0929676741, output_fired_time: 0.0000000000, propagate_forward_time: 6.2184972763, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4219994545
validation[          , genome  4957] predictions:    9615/  10000 (96.15%), best:    9628/10000 (96.28%), error:      1341.75146, best error:      1284.42480 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 80.1573715210s, input_fired_time: 0.7288722396, output_fired_time: 0.6748625636, propagate_forward_time: 30.8660202026, propagate_backward_time: 45.6102714539, weight_update_time: 0.1322845817, other_time: 2.2773399353
epoch time: 6.6770682335s, input_fired_time: 0.0894799978, output_fired_time: 0.0000000000, propagate_forward_time: 6.1760849953, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4115033150
validation[          , genome  4957] predictions:    9502/  10000 (95.02%), best:    9628/10000 (96.28%), error:      1535.73767, best error:      1284.42480 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 80.1141891479s, input_fired_time: 0.7289280295, output_fired_time: 0.6724513769, propagate_forward_time: 30.8588981628, propagate_backward_time: 45.5682258606, weight_update_time: 0.1309531480, other_time: 2.2856826782
epoch time: 6.7366566658s, input_fired_time: 0.0912282988, output_fired_time: 0.0000000000, propagate_forward_time: 6.2357463837, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4096817970
validation[          , genome  4957] predictions:    9618/  10000 (96.18%), best:    9618/10000 (96.18%), error:      1205.82642, best error:      1205.82642 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 80.1316452026s, input_fired_time: 0.7297318578, output_fired_time: 0.6763201952, propagate_forward_time: 30.8699321747, propagate_backward_time: 45.5729942322, weight_update_time: 0.1302163601, other_time: 2.2826652527
epoch time: 6.6756777763s, input_fired_time: 0.0909084156, output_fired_time: 0.0000000000, propagate_forward_time: 6.1738190651, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4109501839
validation[          , genome  4957] predictions:    9609/  10000 (96.09%), best:    9618/10000 (96.18%), error:      1259.95605, best error:      1205.82642 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 80.3216018677s, input_fired_time: 0.7422128320, output_fired_time: 0.6778034568, propagate_forward_time: 30.9023838043, propagate_backward_time: 45.6431922913, weight_update_time: 0.1326301992, other_time: 2.3560142517
epoch time: 6.7055273056s, input_fired_time: 0.0920249522, output_fired_time: 0.0000000000, propagate_forward_time: 6.1905035973, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4229989052
validation[          , genome  4957] predictions:    9541/  10000 (95.41%), best:    9618/10000 (96.18%), error:      1430.45740, best error:      1205.82642 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 80.2370681763s, input_fired_time: 0.7432191968, output_fired_time: 0.6727783680, propagate_forward_time: 30.8973941803, propagate_backward_time: 45.5725326538, weight_update_time: 0.1317514926, other_time: 2.3511505127
epoch time: 6.7069683075s, input_fired_time: 0.0930082723, output_fired_time: 0.0000000000, propagate_forward_time: 6.1900215149, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4239387512
validation[          , genome  4957] predictions:    9543/  10000 (95.43%), best:    9618/10000 (96.18%), error:      1522.60278, best error:      1205.82642 on epoch:    19, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 80.5742950439s, input_fired_time: 0.7462323904, output_fired_time: 0.6829059124, propagate_forward_time: 30.9866180420, propagate_backward_time: 45.8000831604, weight_update_time: 0.1340277344, other_time: 2.3584556580
epoch time: 6.7074370384s, input_fired_time: 0.0918929875, output_fired_time: 0.0000000000, propagate_forward_time: 6.1939530373, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4215908051
validation[          , genome  4957] predictions:    9597/  10000 (95.97%), best:    9618/10000 (96.18%), error:      1255.80042, best error:      1205.82642 on epoch:    19, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 80.1443481445s, input_fired_time: 0.7380380630, output_fired_time: 0.6766371727, propagate_forward_time: 30.8669033051, propagate_backward_time: 45.5812988281, weight_update_time: 0.1315643638, other_time: 2.2814712524
epoch time: 6.6632351875s, input_fired_time: 0.0919032097, output_fired_time: 0.0000000000, propagate_forward_time: 6.1590766907, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4122552872
validation[          , genome  4957] predictions:    9311/  10000 (93.11%), best:    9618/10000 (96.18%), error:      2246.12622, best error:      1205.82642 on epoch:    19, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 80.2429656982s, input_fired_time: 0.7469500303, output_fired_time: 0.6760347486, propagate_forward_time: 30.8751945496, propagate_backward_time: 45.5842819214, weight_update_time: 0.1334097981, other_time: 2.3605079651
epoch time: 6.6764383316s, input_fired_time: 0.0922906622, output_fired_time: 0.0000000000, propagate_forward_time: 6.1641569138, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4199905396
validation[          , genome  4957] predictions:    9658/  10000 (96.58%), best:    9658/10000 (96.58%), error:      1161.09229, best error:      1161.09229 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 80.5151214600s, input_fired_time: 0.7386963964, output_fired_time: 0.6806698442, propagate_forward_time: 31.0217170715, propagate_backward_time: 45.7832908630, weight_update_time: 0.1322589517, other_time: 2.2907485962
epoch time: 6.7164072990s, input_fired_time: 0.0922385752, output_fired_time: 0.0000000000, propagate_forward_time: 6.2110714912, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4130973816
validation[          , genome  4957] predictions:    9595/  10000 (95.95%), best:    9658/10000 (96.58%), error:      1277.71497, best error:      1161.09229 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 80.6673202515s, input_fired_time: 0.7358294725, output_fired_time: 0.6823160648, propagate_forward_time: 31.0730648041, propagate_backward_time: 45.8934555054, weight_update_time: 0.1306614131, other_time: 2.2826461792
epoch time: 6.7312607765s, input_fired_time: 0.0921240970, output_fired_time: 0.0000000000, propagate_forward_time: 6.2253818512, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4137549400
validation[          , genome  4957] predictions:    9592/  10000 (95.92%), best:    9658/10000 (96.58%), error:      1340.34973, best error:      1161.09229 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 80.2025375366s, input_fired_time: 0.7318295240, output_fired_time: 0.6718055010, propagate_forward_time: 30.8916797638, propagate_backward_time: 45.6258888245, weight_update_time: 0.1317404062, other_time: 2.2813377380
epoch time: 6.6639313698s, input_fired_time: 0.0920160562, output_fired_time: 0.0000000000, propagate_forward_time: 6.1601772308, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4117379189
validation[          , genome  4957] predictions:    9503/  10000 (95.03%), best:    9658/10000 (96.58%), error:      1641.08899, best error:      1161.09229 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 80.4338912964s, input_fired_time: 0.7330815792, output_fired_time: 0.6770147681, propagate_forward_time: 30.9968338013, propagate_backward_time: 45.7441062927, weight_update_time: 0.1312470883, other_time: 2.2828559875
epoch time: 6.7063083649s, input_fired_time: 0.0911146998, output_fired_time: 0.0000000000, propagate_forward_time: 6.2036814690, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4115123749
validation[          , genome  4957] predictions:    9611/  10000 (96.11%), best:    9658/10000 (96.58%), error:      1264.95093, best error:      1161.09229 on epoch:    25, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 80.3167343140s, input_fired_time: 0.7343127728, output_fired_time: 0.6719769835, propagate_forward_time: 30.9434814453, propagate_backward_time: 45.6835250854, weight_update_time: 0.1313381046, other_time: 2.2834396362
epoch time: 6.7021646500s, input_fired_time: 0.0923586115, output_fired_time: 0.0000000000, propagate_forward_time: 6.1974806786, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4123253822
validation[          , genome  4957] predictions:    9547/  10000 (95.47%), best:    9658/10000 (96.58%), error:      1505.57739, best error:      1161.09229 on epoch:    25, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 80.5511932373s, input_fired_time: 0.7391370535, output_fired_time: 0.6761205792, propagate_forward_time: 31.0586338043, propagate_backward_time: 45.7931900024, weight_update_time: 0.1313874722, other_time: 2.2841186523
epoch time: 6.7068552971s, input_fired_time: 0.0920946002, output_fired_time: 0.0000000000, propagate_forward_time: 6.2024493217, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4123115540
validation[          , genome  4957] predictions:    9631/  10000 (96.31%), best:    9658/10000 (96.58%), error:      1266.39270, best error:      1161.09229 on epoch:    25, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 80.4791564941s, input_fired_time: 0.7500440478, output_fired_time: 0.6756929159, propagate_forward_time: 30.9848937988, propagate_backward_time: 45.7097473145, weight_update_time: 0.1342434287, other_time: 2.3587799072
epoch time: 6.7342562675s, input_fired_time: 0.0930275023, output_fired_time: 0.0000000000, propagate_forward_time: 6.2178945541, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4233341217
validation[          , genome  4957] predictions:    9618/  10000 (96.18%), best:    9658/10000 (96.58%), error:      1235.32166, best error:      1161.09229 on epoch:    25, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 80.3845291138s, input_fired_time: 0.7365996838, output_fired_time: 0.6755624413, propagate_forward_time: 30.9645175934, propagate_backward_time: 45.7240715027, weight_update_time: 0.1313509345, other_time: 2.2837791443
epoch time: 6.5435128212s, input_fired_time: 0.0918088108, output_fired_time: 0.0000000000, propagate_forward_time: 6.0413999557, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4103040695
validation[          , genome  4957] predictions:    9618/  10000 (96.18%), best:    9658/10000 (96.58%), error:      1247.72815, best error:      1161.09229 on epoch:    25, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 80.4979476929s, input_fired_time: 0.7439678907, output_fired_time: 0.6780342460, propagate_forward_time: 30.9770164490, propagate_backward_time: 45.7687683105, weight_update_time: 0.1329796463, other_time: 2.3301658630
epoch time: 6.6983666420s, input_fired_time: 0.0933632031, output_fired_time: 0.0000000000, propagate_forward_time: 6.1857414246, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4192619324
validation[          , genome  4957] predictions:    9640/  10000 (96.40%), best:    9658/10000 (96.58%), error:      1218.71362, best error:      1161.09229 on epoch:    25, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 80.5752487183s, input_fired_time: 0.7384367585, output_fired_time: 0.6782288551, propagate_forward_time: 31.0235176086, propagate_backward_time: 45.8522872925, weight_update_time: 0.1322939843, other_time: 2.2827796936
epoch time: 6.7193088531s, input_fired_time: 0.0928980485, output_fired_time: 0.0000000000, propagate_forward_time: 6.2135124207, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4128985405
validation[          , genome  4957] predictions:    9399/  10000 (93.99%), best:    9658/10000 (96.58%), error:      1881.68506, best error:      1161.09229 on epoch:    25, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 79.9095306396s, input_fired_time: 0.7488154173, output_fired_time: 0.6709047556, propagate_forward_time: 30.7955570221, propagate_backward_time: 45.3377456665, weight_update_time: 0.1321223080, other_time: 2.3565063477
epoch time: 6.6702723503s, input_fired_time: 0.0941868573, output_fired_time: 0.0000000000, propagate_forward_time: 6.1540536880, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4220318794
validation[          , genome  4957] predictions:    9624/  10000 (96.24%), best:    9658/10000 (96.58%), error:      1235.13184, best error:      1161.09229 on epoch:    25, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 80.3127441406s, input_fired_time: 0.7402200103, output_fired_time: 0.6778420210, propagate_forward_time: 30.9585533142, propagate_backward_time: 45.6516456604, weight_update_time: 0.1318707317, other_time: 2.2844848633
epoch time: 6.6960868835s, input_fired_time: 0.0940488651, output_fired_time: 0.0000000000, propagate_forward_time: 6.1905088425, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4115290642
validation[          , genome  4957] predictions:    9635/  10000 (96.35%), best:    9658/10000 (96.58%), error:      1175.10071, best error:      1161.09229 on epoch:    25, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 80.4345321655s, input_fired_time: 0.7425164580, output_fired_time: 0.6776458621, propagate_forward_time: 30.9629859924, propagate_backward_time: 45.7557411194, weight_update_time: 0.1323956102, other_time: 2.2956466675
epoch time: 6.7224740982s, input_fired_time: 0.0953042284, output_fired_time: 0.0000000000, propagate_forward_time: 6.2010231018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4261469841
validation[          , genome  4957] predictions:    9565/  10000 (95.65%), best:    9658/10000 (96.58%), error:      1390.03271, best error:      1161.09229 on epoch:    25, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 80.2162399292s, input_fired_time: 0.7503886819, output_fired_time: 0.6747127175, propagate_forward_time: 30.8465137482, propagate_backward_time: 45.6111679077, weight_update_time: 0.1328113079, other_time: 2.3334579468
epoch time: 6.7480049133s, input_fired_time: 0.0942658111, output_fired_time: 0.0000000000, propagate_forward_time: 6.2447309494, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4090080261
validation[          , genome  4957] predictions:    9619/  10000 (96.19%), best:    9658/10000 (96.58%), error:      1334.76538, best error:      1161.09229 on epoch:    25, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 80.2978134155s, input_fired_time: 0.7490977049, output_fired_time: 0.6755107045, propagate_forward_time: 30.8966560364, propagate_backward_time: 45.6512985229, weight_update_time: 0.1330872327, other_time: 2.3252449036
epoch time: 6.6867218018s, input_fired_time: 0.0937852487, output_fired_time: 0.0000000000, propagate_forward_time: 6.1798272133, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4131093025
validation[          , genome  4957] predictions:    9614/  10000 (96.14%), best:    9658/10000 (96.58%), error:      1272.88513, best error:      1161.09229 on epoch:    25, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 79.9789352417s, input_fired_time: 0.7398164868, output_fired_time: 0.6752911806, propagate_forward_time: 30.7314510345, propagate_backward_time: 45.5577468872, weight_update_time: 0.1309103966, other_time: 2.2746276855
epoch time: 6.6450791359s, input_fired_time: 0.0934178978, output_fired_time: 0.0000000000, propagate_forward_time: 6.1428899765, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4087710381
validation[          , genome  4957] predictions:    9659/  10000 (96.59%), best:    9659/10000 (96.59%), error:      1112.80042, best error:      1112.80042 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 80.2467269897s, input_fired_time: 0.7394104600, output_fired_time: 0.6743903756, propagate_forward_time: 30.8949565887, propagate_backward_time: 45.6529045105, weight_update_time: 0.1312646419, other_time: 2.2850608826
epoch time: 6.6863536835s, input_fired_time: 0.0933701023, output_fired_time: 0.0000000000, propagate_forward_time: 6.1822080612, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4107756615
validation[          , genome  4957] predictions:    9611/  10000 (96.11%), best:    9659/10000 (96.59%), error:      1262.82727, best error:      1112.80042 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 80.5888595581s, input_fired_time: 0.7524133325, output_fired_time: 0.6822160482, propagate_forward_time: 30.9436111450, propagate_backward_time: 45.8580055237, weight_update_time: 0.1334913522, other_time: 2.3526191711
epoch time: 6.6953701973s, input_fired_time: 0.0951038823, output_fired_time: 0.0000000000, propagate_forward_time: 6.1793174744, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4209489822
validation[          , genome  4957] predictions:    9592/  10000 (95.92%), best:    9659/10000 (96.59%), error:      1263.78101, best error:      1112.80042 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 80.3763656616s, input_fired_time: 0.7538160682, output_fired_time: 0.6782661080, propagate_forward_time: 30.9461097717, propagate_backward_time: 45.6330108643, weight_update_time: 0.1334451735, other_time: 2.3651618958
epoch time: 6.7152633667s, input_fired_time: 0.0956579223, output_fired_time: 0.0000000000, propagate_forward_time: 6.1968522072, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4227533340
validation[          , genome  4957] predictions:    9664/  10000 (96.64%), best:    9664/10000 (96.64%), error:      1092.61450, best error:      1092.61450 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 80.4524154663s, input_fired_time: 0.7556773424, output_fired_time: 0.6802533865, propagate_forward_time: 30.9122581482, propagate_backward_time: 45.7446060181, weight_update_time: 0.1346099526, other_time: 2.3596229553
epoch time: 6.7355103493s, input_fired_time: 0.0956075042, output_fired_time: 0.0000000000, propagate_forward_time: 6.2176313400, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4222717285
validation[          , genome  4957] predictions:    9615/  10000 (96.15%), best:    9664/10000 (96.64%), error:      1308.05200, best error:      1092.61450 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 80.4220886230s, input_fired_time: 0.7483686805, output_fired_time: 0.6757490039, propagate_forward_time: 30.9700603485, propagate_backward_time: 45.7179374695, weight_update_time: 0.1327006966, other_time: 2.3099708557
epoch time: 6.7276148796s, input_fired_time: 0.0944452509, output_fired_time: 0.0000000000, propagate_forward_time: 6.2213749886, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4117946625
validation[          , genome  4957] predictions:    9642/  10000 (96.42%), best:    9664/10000 (96.64%), error:      1185.92029, best error:      1092.61450 on epoch:    44, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 80.1375045776s, input_fired_time: 0.7529965043, output_fired_time: 0.6735101342, propagate_forward_time: 30.7623062134, propagate_backward_time: 45.5997962952, weight_update_time: 0.1327202022, other_time: 2.3488960266
epoch time: 6.6682553291s, input_fired_time: 0.0952516645, output_fired_time: 0.0000000000, propagate_forward_time: 6.1532349586, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4197688103
validation[          , genome  4957] predictions:    9460/  10000 (94.60%), best:    9664/10000 (96.64%), error:      1725.40125, best error:      1092.61450 on epoch:    44, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 80.3444137573s, input_fired_time: 0.7433891296, output_fired_time: 0.6748515368, propagate_forward_time: 30.9264125824, propagate_backward_time: 45.6944122314, weight_update_time: 0.1322931349, other_time: 2.3053512573
epoch time: 6.6867213249s, input_fired_time: 0.0927348882, output_fired_time: 0.0000000000, propagate_forward_time: 6.1817049980, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4122815132
validation[          , genome  4957] predictions:    9603/  10000 (96.03%), best:    9664/10000 (96.64%), error:      1278.10535, best error:      1092.61450 on epoch:    44, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 80.1195831299s, input_fired_time: 0.7526447177, output_fired_time: 0.6726149321, propagate_forward_time: 30.8237056732, propagate_backward_time: 45.5125923157, weight_update_time: 0.1333871931, other_time: 2.3580207825
epoch time: 6.6640548706s, input_fired_time: 0.0925311968, output_fired_time: 0.0000000000, propagate_forward_time: 6.1604247093, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4110989571
validation[          , genome  4957] predictions:    9585/  10000 (95.85%), best:    9664/10000 (96.64%), error:      1287.35120, best error:      1092.61450 on epoch:    44, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 80.4545211792s, input_fired_time: 0.7582290173, output_fired_time: 0.6762658358, propagate_forward_time: 30.9716415405, propagate_backward_time: 45.6852264404, weight_update_time: 0.1340495348, other_time: 2.3631515503
epoch time: 6.6965332031s, input_fired_time: 0.0966693982, output_fired_time: 0.0000000000, propagate_forward_time: 6.1771750450, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4226889610
validation[          , genome  4957] predictions:    9674/  10000 (96.74%), best:    9674/10000 (96.74%), error:      1072.62793, best error:      1072.62793 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 80.3970947266s, input_fired_time: 0.7539185286, output_fired_time: 0.6810406446, propagate_forward_time: 30.8980770111, propagate_backward_time: 45.7302360535, weight_update_time: 0.1321935207, other_time: 2.3338203430
epoch time: 6.6913056374s, input_fired_time: 0.0947109088, output_fired_time: 0.0000000000, propagate_forward_time: 6.1745862961, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4220085144
validation[          , genome  4957] predictions:    9656/  10000 (96.56%), best:    9674/10000 (96.74%), error:      1098.60376, best error:      1072.62793 on epoch:    50, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 80.3334121704s, input_fired_time: 0.7602012157, output_fired_time: 0.6767902970, propagate_forward_time: 30.8940830231, propagate_backward_time: 45.6424522400, weight_update_time: 0.1342264861, other_time: 2.3598899841
epoch time: 6.7028403282s, input_fired_time: 0.0933918729, output_fired_time: 0.0000000000, propagate_forward_time: 6.1977357864, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4117126465
validation[          , genome  4957] predictions:    9613/  10000 (96.13%), best:    9674/10000 (96.74%), error:      1247.98071, best error:      1072.62793 on epoch:    50, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 80.3931045532s, input_fired_time: 0.7422683835, output_fired_time: 0.6777986288, propagate_forward_time: 30.9838676453, propagate_backward_time: 45.7003898621, weight_update_time: 0.1320603639, other_time: 2.2887802124
epoch time: 6.7053804398s, input_fired_time: 0.0936088786, output_fired_time: 0.0000000000, propagate_forward_time: 6.1994905472, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4122810364
validation[          , genome  4957] predictions:    9621/  10000 (96.21%), best:    9674/10000 (96.74%), error:      1298.54761, best error:      1072.62793 on epoch:    50, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 80.3792190552s, input_fired_time: 0.7441999912, output_fired_time: 0.6764358878, propagate_forward_time: 30.9607315063, propagate_backward_time: 45.7092437744, weight_update_time: 0.1334689558, other_time: 2.2886047363
epoch time: 6.7272262573s, input_fired_time: 0.0939472020, output_fired_time: 0.0000000000, propagate_forward_time: 6.2185001373, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4147787094
validation[          , genome  4957] predictions:    9608/  10000 (96.08%), best:    9674/10000 (96.74%), error:      1202.89050, best error:      1072.62793 on epoch:    50, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 80.1543655396s, input_fired_time: 0.7527669668, output_fired_time: 0.6750305295, propagate_forward_time: 30.7982902527, propagate_backward_time: 45.6045074463, weight_update_time: 0.1334759146, other_time: 2.3237648010
epoch time: 6.7263598442s, input_fired_time: 0.0940876603, output_fired_time: 0.0000000000, propagate_forward_time: 6.2203969955, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4118752480
validation[          , genome  4957] predictions:    9657/  10000 (96.57%), best:    9674/10000 (96.74%), error:      1105.30164, best error:      1072.62793 on epoch:    50, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 80.3861465454s, input_fired_time: 0.7434131503, output_fired_time: 0.6751533151, propagate_forward_time: 30.9817390442, propagate_backward_time: 45.7029724121, weight_update_time: 0.1311090887, other_time: 2.2828636169
epoch time: 6.7314291000s, input_fired_time: 0.0953025073, output_fired_time: 0.0000000000, propagate_forward_time: 6.2250785828, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4110479355
validation[          , genome  4957] predictions:    9645/  10000 (96.45%), best:    9674/10000 (96.74%), error:      1152.20715, best error:      1072.62793 on epoch:    50, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 80.2673568726s, input_fired_time: 0.7558445334, output_fired_time: 0.6744629741, propagate_forward_time: 30.8707351685, propagate_backward_time: 45.6049499512, weight_update_time: 0.1327095777, other_time: 2.3613662720
epoch time: 6.6553034782s, input_fired_time: 0.0962628052, output_fired_time: 0.0000000000, propagate_forward_time: 6.1375570297, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4214835167
validation[          , genome  4957] predictions:    9540/  10000 (95.40%), best:    9674/10000 (96.74%), error:      1531.35645, best error:      1072.62793 on epoch:    50, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 80.4317474365s, input_fired_time: 0.7492688298, output_fired_time: 0.6772381663, propagate_forward_time: 30.9102687836, propagate_backward_time: 45.7965736389, weight_update_time: 0.1337197721, other_time: 2.2983970642
epoch time: 6.6861629486s, input_fired_time: 0.0934243649, output_fired_time: 0.0000000000, propagate_forward_time: 6.1809897423, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4117488861
validation[          , genome  4957] predictions:    9662/  10000 (96.62%), best:    9674/10000 (96.74%), error:      1123.56885, best error:      1072.62793 on epoch:    50, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 80.3801498413s, input_fired_time: 0.7585514784, output_fired_time: 0.6781113148, propagate_forward_time: 30.9218769073, propagate_backward_time: 45.6793937683, weight_update_time: 0.1333869696, other_time: 2.3422203064
epoch time: 6.6864161491s, input_fired_time: 0.0943914205, output_fired_time: 0.0000000000, propagate_forward_time: 6.1800637245, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4119610786
validation[          , genome  4957] predictions:    9675/  10000 (96.75%), best:    9674/10000 (96.74%), error:      1081.97339, best error:      1072.62793 on epoch:    50, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 80.6302871704s, input_fired_time: 0.7511547208, output_fired_time: 0.6789655089, propagate_forward_time: 31.0852851868, propagate_backward_time: 45.8241806030, weight_update_time: 0.1311453283, other_time: 2.2907066345
epoch time: 6.7190446854s, input_fired_time: 0.0935639739, output_fired_time: 0.0000000000, propagate_forward_time: 6.2127985954, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4126820564
validation[          , genome  4957] predictions:    9655/  10000 (96.55%), best:    9674/10000 (96.74%), error:      1126.27039, best error:      1072.62793 on epoch:    50, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 80.3164215088s, input_fired_time: 0.7576119304, output_fired_time: 0.6722844243, propagate_forward_time: 30.8984355927, propagate_backward_time: 45.6308746338, weight_update_time: 0.1326271296, other_time: 2.3572082520
epoch time: 6.6970458031s, input_fired_time: 0.0948894918, output_fired_time: 0.0000000000, propagate_forward_time: 6.1811838150, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4209723473
validation[          , genome  4957] predictions:    9680/  10000 (96.80%), best:    9680/10000 (96.80%), error:      1037.96704, best error:      1037.96704 on epoch:    61, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 80.1674652100s, input_fired_time: 0.7561771870, output_fired_time: 0.6714158654, propagate_forward_time: 30.8380203247, propagate_backward_time: 45.5455932617, weight_update_time: 0.1338799894, other_time: 2.3562545776
epoch time: 6.6852478981s, input_fired_time: 0.0951927602, output_fired_time: 0.0000000000, propagate_forward_time: 6.1690993309, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4209556580
validation[          , genome  4957] predictions:    9651/  10000 (96.51%), best:    9680/10000 (96.80%), error:      1092.99817, best error:      1037.96704 on epoch:    61, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 80.0095596313s, input_fired_time: 0.7461664677, output_fired_time: 0.6712378860, propagate_forward_time: 30.7849521637, propagate_backward_time: 45.5283737183, weight_update_time: 0.1305969954, other_time: 2.2788314819
epoch time: 6.7388582230s, input_fired_time: 0.0940795839, output_fired_time: 0.0000000000, propagate_forward_time: 6.2340502739, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4107284546
validation[          , genome  4957] predictions:    9668/  10000 (96.68%), best:    9680/10000 (96.80%), error:      1052.33643, best error:      1037.96704 on epoch:    61, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 80.2817687988s, input_fired_time: 0.7492697835, output_fired_time: 0.6803414226, propagate_forward_time: 30.8955993652, propagate_backward_time: 45.6790504456, weight_update_time: 0.1312923431, other_time: 2.2775077820
epoch time: 6.7012152672s, input_fired_time: 0.0954097435, output_fired_time: 0.0000000000, propagate_forward_time: 6.1930203438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4127850533
validation[          , genome  4957] predictions:    9703/  10000 (97.03%), best:    9703/10000 (97.03%), error:       987.45184, best error:       987.45184 on epoch:    64, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 80.5971755981s, input_fired_time: 0.7496638894, output_fired_time: 0.6810305715, propagate_forward_time: 30.9998626709, propagate_backward_time: 45.8856925964, weight_update_time: 0.1317433715, other_time: 2.2809257507
epoch time: 6.6991939545s, input_fired_time: 0.0940325633, output_fired_time: 0.0000000000, propagate_forward_time: 6.1942186356, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4109425545
validation[          , genome  4957] predictions:    9678/  10000 (96.78%), best:    9703/10000 (97.03%), error:      1075.97632, best error:       987.45184 on epoch:    64, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 80.4028701782s, input_fired_time: 0.7437475920, output_fired_time: 0.6770708561, propagate_forward_time: 30.9376430511, propagate_backward_time: 45.7617378235, weight_update_time: 0.1309028566, other_time: 2.2826728821
epoch time: 6.7233247757s, input_fired_time: 0.0948164240, output_fired_time: 0.0000000000, propagate_forward_time: 6.2170343399, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4114742279
validation[          , genome  4957] predictions:    9695/  10000 (96.95%), best:    9703/10000 (97.03%), error:      1030.91626, best error:       987.45184 on epoch:    64, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 80.3483886719s, input_fired_time: 0.7577892542, output_fired_time: 0.6758926511, propagate_forward_time: 30.9300880432, propagate_backward_time: 45.6284599304, weight_update_time: 0.1346360296, other_time: 2.3561553955
epoch time: 6.6786580086s, input_fired_time: 0.0944900960, output_fired_time: 0.0000000000, propagate_forward_time: 6.1733937263, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4107742310
validation[          , genome  4957] predictions:    9645/  10000 (96.45%), best:    9703/10000 (97.03%), error:      1146.73083, best error:       987.45184 on epoch:    64, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 80.0849304199s, input_fired_time: 0.7430647016, output_fired_time: 0.6737511158, propagate_forward_time: 30.8203048706, propagate_backward_time: 45.5640411377, weight_update_time: 0.1303422451, other_time: 2.2837677002
epoch time: 6.6788282394s, input_fired_time: 0.0962533578, output_fired_time: 0.0000000000, propagate_forward_time: 6.1717634201, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4108114243
validation[          , genome  4957] predictions:    9631/  10000 (96.31%), best:    9703/10000 (97.03%), error:      1201.93176, best error:       987.45184 on epoch:    64, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 80.3884201050s, input_fired_time: 0.7566938400, output_fired_time: 0.6744815111, propagate_forward_time: 30.9219970703, propagate_backward_time: 45.6760368347, weight_update_time: 0.1332913488, other_time: 2.3592109680
epoch time: 6.6342973709s, input_fired_time: 0.0945468843, output_fired_time: 0.0000000000, propagate_forward_time: 6.1178660393, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4218845367
validation[          , genome  4957] predictions:    9700/  10000 (97.00%), best:    9703/10000 (97.03%), error:       989.50049, best error:       987.45184 on epoch:    64, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 80.3210067749s, input_fired_time: 0.7491834760, output_fired_time: 0.6773169637, propagate_forward_time: 30.9296646118, propagate_backward_time: 45.6905212402, weight_update_time: 0.1317545325, other_time: 2.2743225098
epoch time: 6.6870799065s, input_fired_time: 0.0934393331, output_fired_time: 0.0000000000, propagate_forward_time: 6.1823673248, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4112734795
validation[          , genome  4957] predictions:    9667/  10000 (96.67%), best:    9703/10000 (97.03%), error:      1050.82800, best error:       987.45184 on epoch:    64, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 80.1043624878s, input_fired_time: 0.7545063496, output_fired_time: 0.6713110805, propagate_forward_time: 30.8466701508, propagate_backward_time: 45.4938125610, weight_update_time: 0.1324041635, other_time: 2.3380584717
epoch time: 6.6594586372s, input_fired_time: 0.0945426151, output_fired_time: 0.0000000000, propagate_forward_time: 6.1531233788, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4117927551
validation[          , genome  4957] predictions:    9672/  10000 (96.72%), best:    9703/10000 (97.03%), error:      1047.11877, best error:       987.45184 on epoch:    64, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 80.1001434326s, input_fired_time: 0.7440341115, output_fired_time: 0.6749533415, propagate_forward_time: 30.8340511322, propagate_backward_time: 45.5735473633, weight_update_time: 0.1305682659, other_time: 2.2735595703
epoch time: 6.6741929054s, input_fired_time: 0.0950889215, output_fired_time: 0.0000000000, propagate_forward_time: 6.1679658890, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4111380577
validation[          , genome  4957] predictions:    9639/  10000 (96.39%), best:    9703/10000 (97.03%), error:      1130.04932, best error:       987.45184 on epoch:    64, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 80.4807586670s, input_fired_time: 0.7576474547, output_fired_time: 0.6776069403, propagate_forward_time: 30.9649200439, propagate_backward_time: 45.7314567566, weight_update_time: 0.1332819909, other_time: 2.3491325378
epoch time: 6.7157130241s, input_fired_time: 0.0966318473, output_fired_time: 0.0000000000, propagate_forward_time: 6.1965537071, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4225273132
validation[          , genome  4957] predictions:    9672/  10000 (96.72%), best:    9703/10000 (97.03%), error:      1077.52393, best error:       987.45184 on epoch:    64, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 80.0976562500s, input_fired_time: 0.7526625991, output_fired_time: 0.6739419103, propagate_forward_time: 30.8222789764, propagate_backward_time: 45.5061912537, weight_update_time: 0.1319287568, other_time: 2.3425788879
epoch time: 6.6582150459s, input_fired_time: 0.0954020768, output_fired_time: 0.0000000000, propagate_forward_time: 6.1410021782, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4218106270
validation[          , genome  4957] predictions:    9675/  10000 (96.75%), best:    9703/10000 (97.03%), error:      1034.68359, best error:       987.45184 on epoch:    64, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 80.8149871826s, input_fired_time: 0.7563656569, output_fired_time: 0.6853908300, propagate_forward_time: 31.1025924683, propagate_backward_time: 45.9714317322, weight_update_time: 0.1327629387, other_time: 2.2992057800
epoch time: 6.7292208672s, input_fired_time: 0.0948778912, output_fired_time: 0.0000000000, propagate_forward_time: 6.2220854759, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4122576714
validation[          , genome  4957] predictions:    9618/  10000 (96.18%), best:    9703/10000 (97.03%), error:      1287.70093, best error:       987.45184 on epoch:    64, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 80.3767852783s, input_fired_time: 0.7490360737, output_fired_time: 0.6761628985, propagate_forward_time: 30.9628505707, propagate_backward_time: 45.7036247253, weight_update_time: 0.1329107881, other_time: 2.2851066589
epoch time: 6.6816906929s, input_fired_time: 0.0940133631, output_fired_time: 0.0000000000, propagate_forward_time: 6.1773052216, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4103722572
validation[          , genome  4957] predictions:    9675/  10000 (96.75%), best:    9703/10000 (97.03%), error:      1051.43542, best error:       987.45184 on epoch:    64, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 80.5944900513s, input_fired_time: 0.7494794130, output_fired_time: 0.6772428155, propagate_forward_time: 31.0337600708, propagate_backward_time: 45.8396148682, weight_update_time: 0.1325839758, other_time: 2.2943878174
epoch time: 6.7320084572s, input_fired_time: 0.0957138762, output_fired_time: 0.0000000000, propagate_forward_time: 6.2221117020, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4141826630
validation[          , genome  4957] predictions:    9589/  10000 (95.89%), best:    9703/10000 (97.03%), error:      1375.92725, best error:       987.45184 on epoch:    64, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 80.3110733032s, input_fired_time: 0.7597208023, output_fired_time: 0.6741816998, propagate_forward_time: 30.8656558990, propagate_backward_time: 45.6513214111, weight_update_time: 0.1322863102, other_time: 2.3601989746
epoch time: 6.6409287453s, input_fired_time: 0.0952546597, output_fired_time: 0.0000000000, propagate_forward_time: 6.1267528534, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4189214706
validation[          , genome  4957] predictions:    9633/  10000 (96.33%), best:    9703/10000 (97.03%), error:      1133.58081, best error:       987.45184 on epoch:    64, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 80.4027252197s, input_fired_time: 0.7492919564, output_fired_time: 0.6774172783, propagate_forward_time: 30.9692363739, propagate_backward_time: 45.7235679626, weight_update_time: 0.1322195679, other_time: 2.2832145691
epoch time: 6.7139301300s, input_fired_time: 0.0972708240, output_fired_time: 0.0000000000, propagate_forward_time: 6.1938900948, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4227690697
validation[          , genome  4957] predictions:    9650/  10000 (96.50%), best:    9703/10000 (97.03%), error:      1103.58936, best error:       987.45184 on epoch:    64, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 80.3814773560s, input_fired_time: 0.7477848530, output_fired_time: 0.6770049930, propagate_forward_time: 30.8836803436, propagate_backward_time: 45.7960052490, weight_update_time: 0.1315597445, other_time: 2.2770004272
epoch time: 6.7227392197s, input_fired_time: 0.0964152515, output_fired_time: 0.0000000000, propagate_forward_time: 6.2147421837, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4115819931
validation[          , genome  4957] predictions:    9687/  10000 (96.87%), best:    9703/10000 (97.03%), error:      1008.85321, best error:       987.45184 on epoch:    64, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 80.2845611572s, input_fired_time: 0.7624297142, output_fired_time: 0.6827511787, propagate_forward_time: 30.8673686981, propagate_backward_time: 45.6153373718, weight_update_time: 0.1334828287, other_time: 2.3566703796
epoch time: 6.6976819038s, input_fired_time: 0.0961764753, output_fired_time: 0.0000000000, propagate_forward_time: 6.1801033020, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4214019775
validation[          , genome  4957] predictions:    9668/  10000 (96.68%), best:    9703/10000 (97.03%), error:      1064.57227, best error:       987.45184 on epoch:    64, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 80.2578964233s, input_fired_time: 0.7579860687, output_fired_time: 0.6760790348, propagate_forward_time: 30.9135456085, propagate_backward_time: 45.5473937988, weight_update_time: 0.1338228285, other_time: 2.3628921509
epoch time: 6.7258534431s, input_fired_time: 0.0954725295, output_fired_time: 0.0000000000, propagate_forward_time: 6.2088270187, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4215540886
validation[          , genome  4957] predictions:    9675/  10000 (96.75%), best:    9703/10000 (97.03%), error:      1051.02576, best error:       987.45184 on epoch:    64, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 80.2927551270s, input_fired_time: 0.7477173805, output_fired_time: 0.6734081507, propagate_forward_time: 30.9444694519, propagate_backward_time: 45.6444206238, weight_update_time: 0.1320607513, other_time: 2.2827377319
epoch time: 6.6663022041s, input_fired_time: 0.0937527865, output_fired_time: 0.0000000000, propagate_forward_time: 6.1610231400, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4115262032
validation[          , genome  4957] predictions:    9678/  10000 (96.78%), best:    9703/10000 (97.03%), error:      1090.13672, best error:       987.45184 on epoch:    64, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 80.3776473999s, input_fired_time: 0.7603358030, output_fired_time: 0.6757504344, propagate_forward_time: 30.9165534973, propagate_backward_time: 45.6632957458, weight_update_time: 0.1331961602, other_time: 2.3617095947
epoch time: 6.7052588463s, input_fired_time: 0.0957031772, output_fired_time: 0.0000000000, propagate_forward_time: 6.1879525185, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4216032028
validation[          , genome  4957] predictions:    9700/  10000 (97.00%), best:    9703/10000 (97.03%), error:      1014.95294, best error:       987.45184 on epoch:    64, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 80.4356765747s, input_fired_time: 0.7620126009, output_fired_time: 0.6778540015, propagate_forward_time: 30.9664211273, propagate_backward_time: 45.6729202271, weight_update_time: 0.1335280389, other_time: 2.3564605713
epoch time: 6.7070627213s, input_fired_time: 0.0962422639, output_fired_time: 0.0000000000, propagate_forward_time: 6.1898527145, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4209675789
validation[          , genome  4957] predictions:    9622/  10000 (96.22%), best:    9703/10000 (97.03%), error:      1189.88757, best error:       987.45184 on epoch:    64, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 80.4363861084s, input_fired_time: 0.7584586143, output_fired_time: 0.6764042377, propagate_forward_time: 30.9431266785, propagate_backward_time: 45.6930503845, weight_update_time: 0.1338932663, other_time: 2.3653411865
epoch time: 6.7022957802s, input_fired_time: 0.0941227376, output_fired_time: 0.0000000000, propagate_forward_time: 6.1961231232, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4120497704
validation[          , genome  4957] predictions:    9636/  10000 (96.36%), best:    9703/10000 (97.03%), error:      1193.61646, best error:       987.45184 on epoch:    64, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 80.9891662598s, input_fired_time: 0.7645977736, output_fired_time: 0.6828277707, propagate_forward_time: 31.1522560120, propagate_backward_time: 46.0240936279, weight_update_time: 0.1344194263, other_time: 2.3653907776
epoch time: 6.7460365295s, input_fired_time: 0.0966647491, output_fired_time: 0.0000000000, propagate_forward_time: 6.2278294563, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4215421677
validation[          , genome  4957] predictions:    9667/  10000 (96.67%), best:    9703/10000 (97.03%), error:      1078.70105, best error:       987.45184 on epoch:    64, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 80.1773681641s, input_fired_time: 0.7568759918, output_fired_time: 0.6756216288, propagate_forward_time: 30.7850074768, propagate_backward_time: 45.6121940613, weight_update_time: 0.1331336945, other_time: 2.3476715088
epoch time: 6.6755180359s, input_fired_time: 0.0957565680, output_fired_time: 0.0000000000, propagate_forward_time: 6.1596789360, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4200825691
validation[          , genome  4957] predictions:    9639/  10000 (96.39%), best:    9703/10000 (97.03%), error:      1158.55615, best error:       987.45184 on epoch:    64, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 80.6676025391s, input_fired_time: 0.7568527460, output_fired_time: 0.6802861094, propagate_forward_time: 31.0437240601, propagate_backward_time: 45.9003715515, weight_update_time: 0.1326993853, other_time: 2.2863731384
epoch time: 6.7148728371s, input_fired_time: 0.0961478725, output_fired_time: 0.0000000000, propagate_forward_time: 6.2098140717, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4089107513
validation[          , genome  4957] predictions:    9665/  10000 (96.65%), best:    9703/10000 (97.03%), error:      1109.92346, best error:       987.45184 on epoch:    64, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 80.4187545776s, input_fired_time: 0.7614011168, output_fired_time: 0.6750536561, propagate_forward_time: 30.9273777008, propagate_backward_time: 45.6970634460, weight_update_time: 0.1348321289, other_time: 2.3578605652
epoch time: 6.6645603180s, input_fired_time: 0.0950825661, output_fired_time: 0.0000000000, propagate_forward_time: 6.1586360931, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4108414650
validation[          , genome  4957] predictions:    9602/  10000 (96.02%), best:    9703/10000 (97.03%), error:      1262.24304, best error:       987.45184 on epoch:    64, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 80.6053314209s, input_fired_time: 0.7468329072, output_fired_time: 0.6783879399, propagate_forward_time: 31.0373706818, propagate_backward_time: 45.8579177856, weight_update_time: 0.1310152262, other_time: 2.2848205566
epoch time: 6.7038321495s, input_fired_time: 0.0955532491, output_fired_time: 0.0000000000, propagate_forward_time: 6.1979656219, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4103131294
validation[          , genome  4957] predictions:    9677/  10000 (96.77%), best:    9703/10000 (97.03%), error:      1066.17603, best error:       987.45184 on epoch:    64, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 80.4530868530s, input_fired_time: 0.7534156442, output_fired_time: 0.6772685647, propagate_forward_time: 30.9978942871, propagate_backward_time: 45.7449722290, weight_update_time: 0.1314541996, other_time: 2.2795333862
epoch time: 6.6935982704s, input_fired_time: 0.0961376205, output_fired_time: 0.0000000000, propagate_forward_time: 6.1838173866, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4136433601
validation[          , genome  4957] predictions:    9656/  10000 (96.56%), best:    9703/10000 (97.03%), error:      1079.43701, best error:       987.45184 on epoch:    64, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 80.0979766846s, input_fired_time: 0.7587489486, output_fired_time: 0.6744526029, propagate_forward_time: 30.7304821014, propagate_backward_time: 45.5746765137, weight_update_time: 0.1329732090, other_time: 2.3596115112
epoch time: 6.7029457092s, input_fired_time: 0.0957186073, output_fired_time: 0.0000000000, propagate_forward_time: 6.1846513748, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4225759506
validation[          , genome  4957] predictions:    9656/  10000 (96.56%), best:    9703/10000 (97.03%), error:      1115.49475, best error:       987.45184 on epoch:    64, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 80.0522003174s, input_fired_time: 0.7502563000, output_fired_time: 0.6704444289, propagate_forward_time: 30.8794956207, propagate_backward_time: 45.4616203308, weight_update_time: 0.1321554631, other_time: 2.2903862000
epoch time: 6.6632733345s, input_fired_time: 0.0954294130, output_fired_time: 0.0000000000, propagate_forward_time: 6.1568980217, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4109458923
validation[          , genome  4957] predictions:    9669/  10000 (96.69%), best:    9703/10000 (97.03%), error:      1087.39893, best error:       987.45184 on epoch:    64, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 80.8555068970s, input_fired_time: 0.7601016760, output_fired_time: 0.6801745892, propagate_forward_time: 31.0457706451, propagate_backward_time: 46.0310249329, weight_update_time: 0.1351644546, other_time: 2.3384361267
epoch time: 6.7428603172s, input_fired_time: 0.0965669453, output_fired_time: 0.0000000000, propagate_forward_time: 6.2244558334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4218373299
validation[          , genome  4957] predictions:    9677/  10000 (96.77%), best:    9703/10000 (97.03%), error:      1055.05493, best error:       987.45184 on epoch:    64, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 80.2894668579s, input_fired_time: 0.7464573979, output_fired_time: 0.6747158170, propagate_forward_time: 30.9272193909, propagate_backward_time: 45.6556320190, weight_update_time: 0.1318758577, other_time: 2.2854423523
epoch time: 6.7163400650s, input_fired_time: 0.0960000530, output_fired_time: 0.0000000000, propagate_forward_time: 6.2083139420, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4120259285
validation[          , genome  4957] predictions:    9679/  10000 (96.79%), best:    9703/10000 (97.03%), error:      1050.69385, best error:       987.45184 on epoch:    64, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 80.5357437134s, input_fired_time: 0.7490615249, output_fired_time: 0.6792042255, propagate_forward_time: 31.0023422241, propagate_backward_time: 45.8002777100, weight_update_time: 0.1334122717, other_time: 2.3048553467
epoch time: 6.6963548660s, input_fired_time: 0.0951094478, output_fired_time: 0.0000000000, propagate_forward_time: 6.1886391640, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4126062393
validation[          , genome  4957] predictions:    9669/  10000 (96.69%), best:    9703/10000 (97.03%), error:      1089.56360, best error:       987.45184 on epoch:    64, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 80.2118530273s, input_fired_time: 0.7565918565, output_fired_time: 0.6753072739, propagate_forward_time: 30.8483791351, propagate_backward_time: 45.5767326355, weight_update_time: 0.1336933374, other_time: 2.3548393250
epoch time: 6.7274537086s, input_fired_time: 0.0981764048, output_fired_time: 0.0000000000, propagate_forward_time: 6.2074055672, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4218716621
validation[          , genome  4957] predictions:    9690/  10000 (96.90%), best:    9703/10000 (97.03%), error:      1058.39246, best error:       987.45184 on epoch:    64, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 80.7867965698s, input_fired_time: 0.7617844343, output_fired_time: 0.6827424169, propagate_forward_time: 31.0645179749, propagate_backward_time: 45.9246864319, weight_update_time: 0.1333533376, other_time: 2.3530654907
epoch time: 6.7302212715s, input_fired_time: 0.0962106660, output_fired_time: 0.0000000000, propagate_forward_time: 6.2111301422, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4228806496
validation[          , genome  4957] predictions:    9607/  10000 (96.07%), best:    9703/10000 (97.03%), error:      1205.20947, best error:       987.45184 on epoch:    64, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 80.4263153076s, input_fired_time: 0.7515761256, output_fired_time: 0.6749450564, propagate_forward_time: 30.9684600830, propagate_backward_time: 45.7445678711, weight_update_time: 0.1320008487, other_time: 2.2867660522
epoch time: 6.7183232307s, input_fired_time: 0.0964993685, output_fired_time: 0.0000000000, propagate_forward_time: 6.2088642120, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4129595757
validation[          , genome  4957] predictions:    9685/  10000 (96.85%), best:    9703/10000 (97.03%), error:      1058.78687, best error:       987.45184 on epoch:    64, 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: 33.7227287292s, input_fired_time: 0.4791707695, output_fired_time: 0.0000000000, propagate_forward_time: 31.1225547791, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1210021973
best training[          , genome  4957] predictions:   49196/  50000 (98.39%), best:    9703/10000 (97.03%), error:      3008.65430, best error:       987.45184 on epoch:    64, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 6.7133946419s, input_fired_time: 0.0936990008, output_fired_time: 0.0000000000, propagate_forward_time: 6.2058677673, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4138278961
   testing[          , genome  4957] predictions:    9701/  10000 (97.01%), best:    9703/10000 (97.03%), error:       985.97601, best error:       987.45184 on epoch:    64, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
05:33:51 (3112): called boinc_finish(0)

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