Nameexact_genome_1512568488_41_5392_1
Workunit2598224
Created7 Dec 2017, 14:34:19 UTC
Sent7 Dec 2017, 14:38:46 UTC
Report deadline11 Dec 2017, 12:38:11 UTC
Received9 Dec 2017, 6:25:46 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID62426
Run time2 hours 43 min 25 sec
CPU time2 hours 29 min 13 sec
Validate stateValid
Credit979.07
Device peak FLOPS2.98 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size153.56 MB
Peak swap size151.82 MB
Peak disk usage1.48 MB

Stderr output

<core_client_version>7.6.22</core_client_version>
<![CDATA[
<stderr_txt>
476, output_fired_time: 0.0000000000, propagate_forward_time: 6.4719533920, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5135388374
validation[          , genome  5392] predictions:    9600/  10000 (96.00%), best:    9595/10000 (95.95%), error:      1429.38184, best error:      1400.90564 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 86.6075363159s, input_fired_time: 1.0912237167, output_fired_time: 1.2110069990, propagate_forward_time: 32.3129005432, propagate_backward_time: 49.1157875061, weight_update_time: 0.1452391446, other_time: 2.8766174316
epoch time: 8.4082145691s, input_fired_time: 0.1783585548, output_fired_time: 0.0000000000, propagate_forward_time: 7.5917100906, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6381464005
validation[          , genome  5392] predictions:    9620/  10000 (96.20%), best:    9620/10000 (96.20%), error:      1317.87158, best error:      1317.87158 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 104.9585418701s, input_fired_time: 1.1580826044, output_fired_time: 1.2609401941, propagate_forward_time: 32.3663520813, propagate_backward_time: 67.2512664795, weight_update_time: 0.1448018402, other_time: 2.9219055176
epoch time: 6.2676329613s, input_fired_time: 0.1158076301, output_fired_time: 0.0000000000, propagate_forward_time: 5.5630297661, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5887956619
validation[          , genome  5392] predictions:    9559/  10000 (95.59%), best:    9620/10000 (96.20%), error:      1505.73035, best error:      1317.87158 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 88.6636657715s, input_fired_time: 1.0754860640, output_fired_time: 1.1898730993, propagate_forward_time: 32.8783874512, propagate_backward_time: 50.4902229309, weight_update_time: 0.1445221007, other_time: 3.0296974182
epoch time: 13.4417791367s, input_fired_time: 0.3893389702, output_fired_time: 0.0000000000, propagate_forward_time: 12.0459852219, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0064554214
validation[          , genome  5392] predictions:    9576/  10000 (95.76%), best:    9620/10000 (96.20%), error:      1409.40491, best error:      1317.87158 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 96.3864974976s, input_fired_time: 1.1846065521, output_fired_time: 1.1700510979, propagate_forward_time: 32.5218544006, propagate_backward_time: 58.4460906982, weight_update_time: 0.1438919008, other_time: 3.0638923645
epoch time: 9.4794816971s, input_fired_time: 0.2236404568, output_fired_time: 0.0000000000, propagate_forward_time: 8.5517301559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7041110992
validation[          , genome  5392] predictions:    9574/  10000 (95.74%), best:    9620/10000 (96.20%), error:      1461.13403, best error:      1317.87158 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 90.4414901733s, input_fired_time: 1.2483868599, output_fired_time: 1.2150642872, propagate_forward_time: 33.5916137695, propagate_backward_time: 51.3757667542, weight_update_time: 0.1910202652, other_time: 3.0106544495
epoch time: 7.2281699181s, input_fired_time: 0.1426486075, output_fired_time: 0.0000000000, propagate_forward_time: 6.5473361015, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5381851196
validation[          , genome  5392] predictions:    9613/  10000 (96.13%), best:    9613/10000 (96.13%), error:      1313.45532, best error:      1313.45532 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 86.5334167480s, input_fired_time: 1.0591568947, output_fired_time: 1.1727290154, propagate_forward_time: 31.1048431396, propagate_backward_time: 50.3588066101, weight_update_time: 0.1452080309, other_time: 2.8378791809
epoch time: 8.4564418793s, input_fired_time: 0.1778758466, output_fired_time: 0.0000000000, propagate_forward_time: 7.6262426376, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6523237228
validation[          , genome  5392] predictions:    9563/  10000 (95.63%), best:    9613/10000 (96.13%), error:      1463.94226, best error:      1313.45532 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 92.2274475098s, input_fired_time: 1.1135792732, output_fired_time: 1.1665958166, propagate_forward_time: 31.9653224945, propagate_backward_time: 55.0495262146, weight_update_time: 0.1444873661, other_time: 2.9324226379
epoch time: 7.1781926155s, input_fired_time: 0.1540282965, output_fired_time: 0.0000000000, propagate_forward_time: 6.4795093536, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5446548462
validation[          , genome  5392] predictions:    9593/  10000 (95.93%), best:    9613/10000 (96.13%), error:      1399.90662, best error:      1313.45532 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 87.2111587524s, input_fired_time: 1.0687664747, output_fired_time: 1.2226823568, propagate_forward_time: 32.3288078308, propagate_backward_time: 49.6862068176, weight_update_time: 0.1447253227, other_time: 2.9047012329
epoch time: 8.3826131821s, input_fired_time: 0.1475621909, output_fired_time: 0.0000000000, propagate_forward_time: 7.6720938683, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5629572868
validation[          , genome  5392] predictions:    9576/  10000 (95.76%), best:    9613/10000 (96.13%), error:      1424.55554, best error:      1313.45532 on epoch:    19, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 88.2598876953s, input_fired_time: 1.1193566322, output_fired_time: 1.1884468794, propagate_forward_time: 34.4532661438, propagate_backward_time: 48.6168403625, weight_update_time: 0.1435811669, other_time: 2.8819808960
epoch time: 10.3404521942s, input_fired_time: 0.1288883835, output_fired_time: 0.0000000000, propagate_forward_time: 9.2911796570, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9203844070
validation[          , genome  5392] predictions:    9578/  10000 (95.78%), best:    9613/10000 (96.13%), error:      1373.90186, best error:      1313.45532 on epoch:    19, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 84.6018218994s, input_fired_time: 1.0695102215, output_fired_time: 1.2001404762, propagate_forward_time: 31.3298358917, propagate_backward_time: 48.1457710266, weight_update_time: 0.1530248076, other_time: 2.8565635681
epoch time: 8.5647878647s, input_fired_time: 0.1328615546, output_fired_time: 0.0000000000, propagate_forward_time: 7.7735600471, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6583666801
validation[          , genome  5392] predictions:    9628/  10000 (96.28%), best:    9628/10000 (96.28%), error:      1233.70398, best error:      1233.70398 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 81.0194244385s, input_fired_time: 1.0995441675, output_fired_time: 1.1080687046, propagate_forward_time: 29.3290901184, propagate_backward_time: 46.5717086792, weight_update_time: 0.1381970644, other_time: 2.9110145569
epoch time: 8.4713153839s, input_fired_time: 0.1307446659, output_fired_time: 0.0000000000, propagate_forward_time: 7.5767164230, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7638540268
validation[          , genome  5392] predictions:    9612/  10000 (96.12%), best:    9628/10000 (96.28%), error:      1326.69739, best error:      1233.70398 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 76.6397857666s, input_fired_time: 0.9836635590, output_fired_time: 1.1287200451, propagate_forward_time: 27.7967967987, propagate_backward_time: 43.8480415344, weight_update_time: 0.1388981193, other_time: 2.8825569153
epoch time: 7.5926828384s, input_fired_time: 0.1301564276, output_fired_time: 0.0000000000, propagate_forward_time: 6.9568567276, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5056695938
validation[          , genome  5392] predictions:    9573/  10000 (95.73%), best:    9628/10000 (96.28%), error:      1369.46667, best error:      1233.70398 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 84.2660446167s, input_fired_time: 1.0599157810, output_fired_time: 1.1864278316, propagate_forward_time: 31.1755924225, propagate_backward_time: 47.9856681824, weight_update_time: 0.1457353681, other_time: 2.8584480286
epoch time: 8.9022760391s, input_fired_time: 0.1783678085, output_fired_time: 0.0000000000, propagate_forward_time: 8.2044401169, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5194683075
validation[          , genome  5392] predictions:    9614/  10000 (96.14%), best:    9628/10000 (96.28%), error:      1322.26697, best error:      1233.70398 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 90.6350402832s, input_fired_time: 1.1351869106, output_fired_time: 1.1866639853, propagate_forward_time: 32.5654106140, propagate_backward_time: 52.8026390076, weight_update_time: 0.1456087828, other_time: 2.9451446533
epoch time: 8.7291145325s, input_fired_time: 0.2257368267, output_fired_time: 0.0000000000, propagate_forward_time: 7.8061389923, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6972389221
validation[          , genome  5392] predictions:    9568/  10000 (95.68%), best:    9628/10000 (96.28%), error:      1448.18323, best error:      1233.70398 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 85.7449722290s, input_fired_time: 1.1067415476, output_fired_time: 1.2991451025, propagate_forward_time: 31.8768005371, propagate_backward_time: 48.5890617371, weight_update_time: 0.1917556077, other_time: 2.8732185364
epoch time: 9.6431322098s, input_fired_time: 0.3267218173, output_fired_time: 0.0000000000, propagate_forward_time: 8.5523796082, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7640304565
validation[          , genome  5392] predictions:    9604/  10000 (96.04%), best:    9628/10000 (96.28%), error:      1307.76904, best error:      1233.70398 on epoch:    24, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 83.4533538818s, input_fired_time: 1.1186170578, output_fired_time: 1.1556011438, propagate_forward_time: 30.9139633179, propagate_backward_time: 47.4142646790, weight_update_time: 0.1446653008, other_time: 2.8509101868
epoch time: 8.3560771942s, input_fired_time: 0.1316535473, output_fired_time: 0.0000000000, propagate_forward_time: 7.6928424835, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5315809250
validation[          , genome  5392] predictions:    9630/  10000 (96.30%), best:    9628/10000 (96.28%), error:      1258.60645, best error:      1233.70398 on epoch:    24, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 93.3334808350s, input_fired_time: 1.1006633043, output_fired_time: 1.2497756481, propagate_forward_time: 34.7163887024, propagate_backward_time: 53.1929588318, weight_update_time: 0.1443668753, other_time: 3.0736923218
epoch time: 7.5920085907s, input_fired_time: 0.1813249886, output_fired_time: 0.0000000000, propagate_forward_time: 6.8725528717, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5381307602
validation[          , genome  5392] predictions:    9658/  10000 (96.58%), best:    9658/10000 (96.58%), error:      1196.65100, best error:      1196.65100 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 81.8713378906s, input_fired_time: 1.0337545872, output_fired_time: 1.1761823893, propagate_forward_time: 29.8821887970, propagate_backward_time: 46.9023094177, weight_update_time: 0.1465441585, other_time: 2.8769035339
epoch time: 7.5444498062s, input_fired_time: 0.1273439825, output_fired_time: 0.0000000000, propagate_forward_time: 6.7691674232, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6479382515
validation[          , genome  5392] predictions:    9536/  10000 (95.36%), best:    9658/10000 (96.58%), error:      1493.58398, best error:      1196.65100 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 85.4288558960s, input_fired_time: 1.0805900097, output_fired_time: 1.2447514534, propagate_forward_time: 31.6041507721, propagate_backward_time: 48.6200065613, weight_update_time: 0.1493850201, other_time: 2.8793601990
epoch time: 8.6245212555s, input_fired_time: 0.1297241151, output_fired_time: 0.0000000000, propagate_forward_time: 7.8728966713, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6219000816
validation[          , genome  5392] predictions:    9631/  10000 (96.31%), best:    9658/10000 (96.58%), error:      1282.58069, best error:      1196.65100 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 86.3386688232s, input_fired_time: 1.1117004156, output_fired_time: 1.2005931139, propagate_forward_time: 31.9549121857, propagate_backward_time: 49.1316757202, weight_update_time: 0.1557658315, other_time: 2.9397888184
epoch time: 15.3757324219s, input_fired_time: 0.1781760901, output_fired_time: 0.0000000000, propagate_forward_time: 14.2755355835, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9220209122
validation[          , genome  5392] predictions:    9628/  10000 (96.28%), best:    9658/10000 (96.58%), error:      1263.22388, best error:      1196.65100 on epoch:    31, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 85.5118942261s, input_fired_time: 1.0853354931, output_fired_time: 1.2012702227, propagate_forward_time: 31.6546707153, propagate_backward_time: 48.6906585693, weight_update_time: 0.1451360881, other_time: 2.8799591064
epoch time: 10.5736274719s, input_fired_time: 0.1772495359, output_fired_time: 0.0000000000, propagate_forward_time: 9.4260416031, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9703359604
validation[          , genome  5392] predictions:    9624/  10000 (96.24%), best:    9658/10000 (96.58%), error:      1297.95935, best error:      1196.65100 on epoch:    31, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 88.6292953491s, input_fired_time: 1.0509089231, output_fired_time: 1.2107168436, propagate_forward_time: 36.2547264099, propagate_backward_time: 47.3545188904, weight_update_time: 0.1432878375, other_time: 2.7584228516
epoch time: 7.0752000809s, input_fired_time: 0.1332230270, output_fired_time: 0.0000000000, propagate_forward_time: 6.4261136055, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5158634186
validation[          , genome  5392] predictions:    9641/  10000 (96.41%), best:    9658/10000 (96.58%), error:      1214.06372, best error:      1196.65100 on epoch:    31, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 85.7150878906s, input_fired_time: 1.0712851286, output_fired_time: 1.2369276285, propagate_forward_time: 31.7178668976, propagate_backward_time: 48.8558425903, weight_update_time: 0.1517646313, other_time: 2.8331680298
epoch time: 6.7252984047s, input_fired_time: 0.1312277466, output_fired_time: 0.0000000000, propagate_forward_time: 6.0892806053, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5047898293
validation[          , genome  5392] predictions:    9614/  10000 (96.14%), best:    9658/10000 (96.58%), error:      1239.88379, best error:      1196.65100 on epoch:    31, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 87.8613815308s, input_fired_time: 1.1392939091, output_fired_time: 1.1563777924, propagate_forward_time: 32.5369491577, propagate_backward_time: 50.1428985596, weight_update_time: 0.1427670568, other_time: 2.8858566284
epoch time: 6.7858843803s, input_fired_time: 0.1311642528, output_fired_time: 0.0000000000, propagate_forward_time: 6.1477541924, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5069661140
validation[          , genome  5392] predictions:    9368/  10000 (93.68%), best:    9658/10000 (96.58%), error:      2072.72852, best error:      1196.65100 on epoch:    31, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 82.7194671631s, input_fired_time: 1.0540120602, output_fired_time: 1.1663439274, propagate_forward_time: 30.6570167542, propagate_backward_time: 47.0771636963, weight_update_time: 0.1432731450, other_time: 2.7649345398
epoch time: 6.7845039368s, input_fired_time: 0.1311199963, output_fired_time: 0.0000000000, propagate_forward_time: 6.1506886482, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5026950836
validation[          , genome  5392] predictions:    9570/  10000 (95.70%), best:    9658/10000 (96.58%), error:      1456.63123, best error:      1196.65100 on epoch:    31, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 84.2444763184s, input_fired_time: 1.0990328789, output_fired_time: 1.1933050156, propagate_forward_time: 31.2215862274, propagate_backward_time: 47.9197196960, weight_update_time: 0.1437378228, other_time: 2.8108329773
epoch time: 6.7262310982s, input_fired_time: 0.1294982135, output_fired_time: 0.0000000000, propagate_forward_time: 6.0946507454, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5020823479
validation[          , genome  5392] predictions:    9638/  10000 (96.38%), best:    9638/10000 (96.38%), error:      1181.86267, best error:      1181.86267 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 86.9509887695s, input_fired_time: 1.0663901567, output_fired_time: 1.1736907959, propagate_forward_time: 32.2044715881, propagate_backward_time: 49.6165466309, weight_update_time: 0.1451921761, other_time: 2.8898887634
epoch time: 6.7586107254s, input_fired_time: 0.1293244660, output_fired_time: 0.0000000000, propagate_forward_time: 6.1257042885, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5035820007
validation[          , genome  5392] predictions:    9649/  10000 (96.49%), best:    9638/10000 (96.38%), error:      1210.00549, best error:      1181.86267 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 83.8421783447s, input_fired_time: 1.0564532280, output_fired_time: 1.1703116894, propagate_forward_time: 31.0798435211, propagate_backward_time: 47.7071609497, weight_update_time: 0.1436239779, other_time: 2.8284149170
epoch time: 6.7050199509s, input_fired_time: 0.1314571798, output_fired_time: 0.0000000000, propagate_forward_time: 6.0707788467, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5027837753
validation[          , genome  5392] predictions:    9643/  10000 (96.43%), best:    9638/10000 (96.38%), error:      1184.25500, best error:      1181.86267 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 93.6556549072s, input_fired_time: 1.1383928061, output_fired_time: 1.2096544504, propagate_forward_time: 33.1786499023, propagate_backward_time: 55.2652702332, weight_update_time: 0.1488670111, other_time: 2.8636894226
epoch time: 6.7228951454s, input_fired_time: 0.1293219179, output_fired_time: 0.0000000000, propagate_forward_time: 6.0885252953, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5050477982
validation[          , genome  5392] predictions:    9630/  10000 (96.30%), best:    9638/10000 (96.38%), error:      1240.47021, best error:      1181.86267 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 85.0392532349s, input_fired_time: 1.0557161570, output_fired_time: 1.2139779329, propagate_forward_time: 31.5546398163, propagate_backward_time: 48.4048538208, weight_update_time: 0.1432147473, other_time: 2.8100585938
epoch time: 7.9356479645s, input_fired_time: 0.1768099517, output_fired_time: 0.0000000000, propagate_forward_time: 7.2058086395, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5530295372
validation[          , genome  5392] predictions:    9651/  10000 (96.51%), best:    9651/10000 (96.51%), error:      1176.14282, best error:      1176.14282 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 86.1277389526s, input_fired_time: 1.0929225683, output_fired_time: 1.1734260321, propagate_forward_time: 31.9430198669, propagate_backward_time: 49.0706176758, weight_update_time: 0.1438409686, other_time: 2.8477516174
epoch time: 6.7401175499s, input_fired_time: 0.1301933825, output_fired_time: 0.0000000000, propagate_forward_time: 6.1077804565, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5021438599
validation[          , genome  5392] predictions:    9651/  10000 (96.51%), best:    9651/10000 (96.51%), error:      1160.00562, best error:      1160.00562 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 82.0741195679s, input_fired_time: 1.0408239365, output_fired_time: 1.1519429684, propagate_forward_time: 30.3574085236, propagate_backward_time: 46.7836570740, weight_update_time: 0.1427566111, other_time: 2.7402915955
epoch time: 6.8000507355s, input_fired_time: 0.1318279654, output_fired_time: 0.0000000000, propagate_forward_time: 6.1629080772, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5053148270
validation[          , genome  5392] predictions:    9644/  10000 (96.44%), best:    9651/10000 (96.51%), error:      1232.11987, best error:      1160.00562 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 83.6998443604s, input_fired_time: 1.0584760904, output_fired_time: 1.1757602692, propagate_forward_time: 31.0181694031, propagate_backward_time: 47.6639213562, weight_update_time: 0.1438549012, other_time: 2.7835159302
epoch time: 6.6827120781s, input_fired_time: 0.1324658245, output_fired_time: 0.0000000000, propagate_forward_time: 6.0481672287, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5020790100
validation[          , genome  5392] predictions:    9638/  10000 (96.38%), best:    9651/10000 (96.51%), error:      1223.38013, best error:      1160.00562 on epoch:    45, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 83.6815261841s, input_fired_time: 1.0673234463, output_fired_time: 1.1808447838, propagate_forward_time: 31.0096912384, propagate_backward_time: 47.6165924072, weight_update_time: 0.1440054029, other_time: 2.8070755005
epoch time: 6.7982106209s, input_fired_time: 0.1303096563, output_fired_time: 0.0000000000, propagate_forward_time: 6.1626987457, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5052022934
validation[          , genome  5392] predictions:    9650/  10000 (96.50%), best:    9651/10000 (96.51%), error:      1180.10425, best error:      1160.00562 on epoch:    45, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 83.3239059448s, input_fired_time: 1.0584149361, output_fired_time: 1.1730509996, propagate_forward_time: 30.8864059448, propagate_backward_time: 47.4384460449, weight_update_time: 0.1436674446, other_time: 2.7675857544
epoch time: 7.1659221649s, input_fired_time: 0.1769858599, output_fired_time: 0.0000000000, propagate_forward_time: 6.4849753380, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5039610863
validation[          , genome  5392] predictions:    9670/  10000 (96.70%), best:    9670/10000 (96.70%), error:      1105.82642, best error:      1105.82642 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 85.8318099976s, input_fired_time: 1.1066224575, output_fired_time: 1.3569374084, propagate_forward_time: 31.7766380310, propagate_backward_time: 48.7067451477, weight_update_time: 0.1444177181, other_time: 2.8848724365
epoch time: 6.7816047668s, input_fired_time: 0.1281473488, output_fired_time: 0.0000000000, propagate_forward_time: 6.1463789940, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5070786476
validation[          , genome  5392] predictions:    9632/  10000 (96.32%), best:    9670/10000 (96.70%), error:      1296.44250, best error:      1105.82642 on epoch:    49, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 86.6441268921s, input_fired_time: 1.0674515963, output_fired_time: 1.1782701015, propagate_forward_time: 32.1496315002, propagate_backward_time: 49.2657623291, weight_update_time: 0.1493178755, other_time: 2.9830131531
epoch time: 8.0261220932s, input_fired_time: 0.1312439442, output_fired_time: 0.0000000000, propagate_forward_time: 7.2091941833, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6856842041
validation[          , genome  5392] predictions:    9656/  10000 (96.56%), best:    9670/10000 (96.70%), error:      1180.19666, best error:      1105.82642 on epoch:    49, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 83.1126632690s, input_fired_time: 1.0628330708, output_fired_time: 1.1677691936, propagate_forward_time: 30.8217678070, propagate_backward_time: 47.2751541138, weight_update_time: 0.1436462402, other_time: 2.7851333618
epoch time: 6.8405809402s, input_fired_time: 0.1302623302, output_fired_time: 0.0000000000, propagate_forward_time: 6.2061028481, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5042157173
validation[          , genome  5392] predictions:    9588/  10000 (95.88%), best:    9670/10000 (96.70%), error:      1265.91479, best error:      1105.82642 on epoch:    49, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 87.4052505493s, input_fired_time: 1.1106138229, output_fired_time: 1.2150772810, propagate_forward_time: 31.3546848297, propagate_backward_time: 50.8874092102, weight_update_time: 0.1428874284, other_time: 2.8374671936
epoch time: 7.0795397758s, input_fired_time: 0.1304355413, output_fired_time: 0.0000000000, propagate_forward_time: 6.4430637360, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5060405731
validation[          , genome  5392] predictions:    9651/  10000 (96.51%), best:    9670/10000 (96.70%), error:      1192.39832, best error:      1105.82642 on epoch:    49, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 90.2629547119s, input_fired_time: 1.2028267384, output_fired_time: 1.2667335272, propagate_forward_time: 33.3033332825, propagate_backward_time: 51.4158859253, weight_update_time: 0.1441860348, other_time: 3.0741767883
epoch time: 6.8439612389s, input_fired_time: 0.1315645725, output_fired_time: 0.0000000000, propagate_forward_time: 6.2086029053, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5037937164
validation[          , genome  5392] predictions:    9652/  10000 (96.52%), best:    9670/10000 (96.70%), error:      1173.01343, best error:      1105.82642 on epoch:    49, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 86.1303100586s, input_fired_time: 2.3909735680, output_fired_time: 1.1681185961, propagate_forward_time: 31.4696865082, propagate_backward_time: 48.2866706848, weight_update_time: 0.1434179246, other_time: 2.8148536682
epoch time: 6.8382644653s, input_fired_time: 0.1309514046, output_fired_time: 0.0000000000, propagate_forward_time: 6.1953334808, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5119795799
validation[          , genome  5392] predictions:    9587/  10000 (95.87%), best:    9670/10000 (96.70%), error:      1326.01587, best error:      1105.82642 on epoch:    49, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 83.7861862183s, input_fired_time: 1.0723993778, output_fired_time: 1.1810983419, propagate_forward_time: 31.0593414307, propagate_backward_time: 47.6603393555, weight_update_time: 0.1459155381, other_time: 2.8130035400
epoch time: 10.4486026764s, input_fired_time: 0.1385969818, output_fired_time: 0.0000000000, propagate_forward_time: 9.5589475632, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7510585785
validation[          , genome  5392] predictions:    9670/  10000 (96.70%), best:    9670/10000 (96.70%), error:      1091.28735, best error:      1091.28735 on epoch:    56, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 88.4195022583s, input_fired_time: 1.0600154400, output_fired_time: 1.1666762829, propagate_forward_time: 31.0896759033, propagate_backward_time: 52.3253135681, weight_update_time: 0.1438898891, other_time: 2.7778205872
epoch time: 7.0537395477s, input_fired_time: 0.1308851540, output_fired_time: 0.0000000000, propagate_forward_time: 6.3199305534, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6029238701
validation[          , genome  5392] predictions:    9643/  10000 (96.43%), best:    9670/10000 (96.70%), error:      1263.23181, best error:      1091.28735 on epoch:    56, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 84.8229293823s, input_fired_time: 1.2432245016, output_fired_time: 1.1561285257, propagate_forward_time: 30.0470657349, propagate_backward_time: 49.0285415649, weight_update_time: 0.1851431727, other_time: 3.3479690552
epoch time: 6.9549903870s, input_fired_time: 0.1279186606, output_fired_time: 0.0000000000, propagate_forward_time: 6.2819132805, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5451583862
validation[          , genome  5392] predictions:    9679/  10000 (96.79%), best:    9670/10000 (96.70%), error:      1093.88354, best error:      1091.28735 on epoch:    56, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 84.1588897705s, input_fired_time: 1.0734931231, output_fired_time: 1.1790616512, propagate_forward_time: 31.1425971985, propagate_backward_time: 47.8838310242, weight_update_time: 0.1450941116, other_time: 2.8799057007
epoch time: 7.6590785980s, input_fired_time: 0.1296448112, output_fired_time: 0.0000000000, propagate_forward_time: 6.9305171967, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5989165306
validation[          , genome  5392] predictions:    9650/  10000 (96.50%), best:    9670/10000 (96.70%), error:      1200.92249, best error:      1091.28735 on epoch:    56, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 85.1121292114s, input_fired_time: 1.1008507013, output_fired_time: 1.2522001266, propagate_forward_time: 31.3503952026, propagate_backward_time: 48.4913177490, weight_update_time: 0.1428594738, other_time: 2.9173660278
epoch time: 7.6579694748s, input_fired_time: 0.1279571205, output_fired_time: 0.0000000000, propagate_forward_time: 6.8371915817, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6928205490
validation[          , genome  5392] predictions:    9678/  10000 (96.78%), best:    9670/10000 (96.70%), error:      1109.06604, best error:      1091.28735 on epoch:    56, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 73.6491851807s, input_fired_time: 0.9878894091, output_fired_time: 1.0545287132, propagate_forward_time: 26.2871818542, propagate_backward_time: 42.4300727844, weight_update_time: 0.1378169805, other_time: 2.8895111084
epoch time: 8.6216354370s, input_fired_time: 0.2036978453, output_fired_time: 0.0000000000, propagate_forward_time: 7.8672146797, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5507225990
validation[          , genome  5392] predictions:    9630/  10000 (96.30%), best:    9670/10000 (96.70%), error:      1212.91394, best error:      1091.28735 on epoch:    56, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 83.8048629761s, input_fired_time: 1.0794416666, output_fired_time: 1.1828771830, propagate_forward_time: 31.0218753815, propagate_backward_time: 47.6892051697, weight_update_time: 0.1450382322, other_time: 2.8314628601
epoch time: 10.7491312027s, input_fired_time: 0.2526237369, output_fired_time: 0.0000000000, propagate_forward_time: 9.5246591568, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9718484879
validation[          , genome  5392] predictions:    9670/  10000 (96.70%), best:    9670/10000 (96.70%), error:      1102.56799, best error:      1091.28735 on epoch:    56, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 74.0850067139s, input_fired_time: 1.0221370459, output_fired_time: 1.0524790287, propagate_forward_time: 26.5026340485, propagate_backward_time: 42.6583175659, weight_update_time: 0.1380353272, other_time: 2.8494338989
epoch time: 7.0628714561s, input_fired_time: 0.1178570986, output_fired_time: 0.0000000000, propagate_forward_time: 6.2568998337, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6881146431
validation[          , genome  5392] predictions:    9674/  10000 (96.74%), best:    9670/10000 (96.70%), error:      1101.11304, best error:      1091.28735 on epoch:    56, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 85.4613418579s, input_fired_time: 1.1165189743, output_fired_time: 1.2472964525, propagate_forward_time: 31.6043548584, propagate_backward_time: 48.5975151062, weight_update_time: 0.1448746324, other_time: 2.8956565857
epoch time: 12.2177543640s, input_fired_time: 0.2174295634, output_fired_time: 0.0000000000, propagate_forward_time: 11.4347400665, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5655851364
validation[          , genome  5392] predictions:    9621/  10000 (96.21%), best:    9670/10000 (96.70%), error:      1296.76550, best error:      1091.28735 on epoch:    56, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 83.6124038696s, input_fired_time: 1.0562126637, output_fired_time: 1.1651263237, propagate_forward_time: 31.0599899292, propagate_backward_time: 47.5688018799, weight_update_time: 0.1432393789, other_time: 2.7622756958
epoch time: 7.6115155220s, input_fired_time: 0.1307181120, output_fired_time: 0.0000000000, propagate_forward_time: 6.8843665123, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5964307785
validation[          , genome  5392] predictions:    9606/  10000 (96.06%), best:    9670/10000 (96.70%), error:      1339.46069, best error:      1091.28735 on epoch:    56, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 82.1486358643s, input_fired_time: 3.5682797432, output_fired_time: 1.1538103819, propagate_forward_time: 28.3965148926, propagate_backward_time: 45.9338645935, weight_update_time: 0.1844062209, other_time: 3.0961647034
epoch time: 7.2878642082s, input_fired_time: 0.1297152787, output_fired_time: 0.0000000000, propagate_forward_time: 6.5580463409, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6001024246
validation[          , genome  5392] predictions:    9633/  10000 (96.33%), best:    9670/10000 (96.70%), error:      1247.78064, best error:      1091.28735 on epoch:    56, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 84.0597534180s, input_fired_time: 1.0971572399, output_fired_time: 1.1539365053, propagate_forward_time: 31.3593120575, propagate_backward_time: 47.5708007813, weight_update_time: 0.1899500191, other_time: 2.8785400391
epoch time: 8.1535568237s, input_fired_time: 0.1266375184, output_fired_time: 0.0000000000, propagate_forward_time: 7.3332138062, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6937055588
validation[          , genome  5392] predictions:    9662/  10000 (96.62%), best:    9670/10000 (96.70%), error:      1147.70313, best error:      1091.28735 on epoch:    56, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 84.7269439697s, input_fired_time: 1.1075426340, output_fired_time: 1.1705589294, propagate_forward_time: 31.3474044800, propagate_backward_time: 48.1867790222, weight_update_time: 0.1434753537, other_time: 2.9146537781
epoch time: 6.9852066040s, input_fired_time: 0.1185427085, output_fired_time: 0.0000000000, propagate_forward_time: 6.2278418541, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6388220787
validation[          , genome  5392] predictions:    9650/  10000 (96.50%), best:    9670/10000 (96.70%), error:      1171.85449, best error:      1091.28735 on epoch:    56, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 82.5116500854s, input_fired_time: 1.0278027058, output_fired_time: 1.1726268530, propagate_forward_time: 30.2024536133, propagate_backward_time: 47.1914558411, weight_update_time: 0.1424248666, other_time: 2.9173088074
epoch time: 11.4692640305s, input_fired_time: 0.1967567652, output_fired_time: 0.0000000000, propagate_forward_time: 10.2171335220, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0553741455
validation[          , genome  5392] predictions:    9678/  10000 (96.78%), best:    9670/10000 (96.70%), error:      1100.82227, best error:      1091.28735 on epoch:    56, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 72.5877914429s, input_fired_time: 1.0322337151, output_fired_time: 1.0514008999, propagate_forward_time: 25.9076423645, propagate_backward_time: 41.7874488831, weight_update_time: 0.1376010180, other_time: 2.8090667725
epoch time: 7.4682412148s, input_fired_time: 0.1754887402, output_fired_time: 0.0000000000, propagate_forward_time: 6.6946759224, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5980763435
validation[          , genome  5392] predictions:    9684/  10000 (96.84%), best:    9670/10000 (96.70%), error:      1117.52710, best error:      1091.28735 on epoch:    56, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 82.7729644775s, input_fired_time: 1.0495914221, output_fired_time: 1.1550110579, propagate_forward_time: 30.6503772736, propagate_backward_time: 47.1026954651, weight_update_time: 0.1430334002, other_time: 2.8152885437
epoch time: 9.2140350342s, input_fired_time: 0.1185974032, output_fired_time: 0.0000000000, propagate_forward_time: 8.1810693741, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9143686295
validation[          , genome  5392] predictions:    9677/  10000 (96.77%), best:    9670/10000 (96.70%), error:      1092.03381, best error:      1091.28735 on epoch:    56, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 88.0584945679s, input_fired_time: 1.1920672655, output_fired_time: 1.2459713221, propagate_forward_time: 32.3970184326, propagate_backward_time: 50.1434974670, weight_update_time: 0.1439342201, other_time: 3.0799369812
epoch time: 8.1379737854s, input_fired_time: 0.2116244137, output_fired_time: 0.0000000000, propagate_forward_time: 7.2286024094, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6977467537
validation[          , genome  5392] predictions:    9625/  10000 (96.25%), best:    9670/10000 (96.70%), error:      1285.16333, best error:      1091.28735 on epoch:    56, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 86.6135406494s, input_fired_time: 1.0586580038, output_fired_time: 1.1644501686, propagate_forward_time: 32.0918960571, propagate_backward_time: 49.3833808899, weight_update_time: 0.1903360784, other_time: 2.9151573181
epoch time: 6.7598080635s, input_fired_time: 0.1297722757, output_fired_time: 0.0000000000, propagate_forward_time: 6.1272301674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5028057098
validation[          , genome  5392] predictions:    9625/  10000 (96.25%), best:    9670/10000 (96.70%), error:      1253.98193, best error:      1091.28735 on epoch:    56, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 78.6548995972s, input_fired_time: 0.9726408124, output_fired_time: 1.2490066290, propagate_forward_time: 28.1015033722, propagate_backward_time: 45.3674926758, weight_update_time: 0.1847845167, other_time: 2.9642562866
epoch time: 6.7428426743s, input_fired_time: 0.1182089746, output_fired_time: 0.0000000000, propagate_forward_time: 6.0272665024, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5973672867
validation[          , genome  5392] predictions:    9650/  10000 (96.50%), best:    9670/10000 (96.70%), error:      1170.93738, best error:      1091.28735 on epoch:    56, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 87.6298828125s, input_fired_time: 1.0844975710, output_fired_time: 1.1874476671, propagate_forward_time: 32.2401123047, propagate_backward_time: 50.1550674438, weight_update_time: 0.1421409845, other_time: 2.9627609253
epoch time: 10.1055307388s, input_fired_time: 0.1739692837, output_fired_time: 0.0000000000, propagate_forward_time: 9.0270862579, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9044752121
validation[          , genome  5392] predictions:    9624/  10000 (96.24%), best:    9670/10000 (96.70%), error:      1264.98450, best error:      1091.28735 on epoch:    56, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 82.8844604492s, input_fired_time: 1.0584446192, output_fired_time: 1.1590768099, propagate_forward_time: 30.7512340546, propagate_backward_time: 47.1402359009, weight_update_time: 0.1426557302, other_time: 2.7754669189
epoch time: 7.0366210938s, input_fired_time: 0.1178440303, output_fired_time: 0.0000000000, propagate_forward_time: 6.3243150711, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5944619179
validation[          , genome  5392] predictions:    9635/  10000 (96.35%), best:    9670/10000 (96.70%), error:      1180.07166, best error:      1091.28735 on epoch:    56, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 72.0165557861s, input_fired_time: 0.9725586772, output_fired_time: 1.0513297319, propagate_forward_time: 25.6968955994, propagate_backward_time: 41.5177001953, weight_update_time: 0.1377072781, other_time: 2.7780723572
epoch time: 10.8868904114s, input_fired_time: 0.1204979122, output_fired_time: 0.0000000000, propagate_forward_time: 9.6837053299, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0826873779
validation[          , genome  5392] predictions:    9686/  10000 (96.86%), best:    9670/10000 (96.70%), error:      1095.84399, best error:      1091.28735 on epoch:    56, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 79.8089447021s, input_fired_time: 1.1128144264, output_fired_time: 1.1081838608, propagate_forward_time: 28.9462566376, propagate_backward_time: 45.6819725037, weight_update_time: 0.1412397772, other_time: 2.9597129822
epoch time: 7.4928951263s, input_fired_time: 0.1338073015, output_fired_time: 0.0000000000, propagate_forward_time: 6.8359436989, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5231442451
validation[          , genome  5392] predictions:    9685/  10000 (96.85%), best:    9685/10000 (96.85%), error:      1084.26440, best error:      1084.26440 on epoch:    78, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 85.7074127197s, input_fired_time: 1.0846788883, output_fired_time: 1.1777024269, propagate_forward_time: 30.9637336731, propagate_backward_time: 49.6369895935, weight_update_time: 0.1449820399, other_time: 2.8443069458
epoch time: 7.1408700943s, input_fired_time: 0.1352278143, output_fired_time: 0.0000000000, propagate_forward_time: 6.4824061394, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5232362747
validation[          , genome  5392] predictions:    9660/  10000 (96.60%), best:    9685/10000 (96.85%), error:      1115.59924, best error:      1084.26440 on epoch:    78, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 88.9444503784s, input_fired_time: 1.1059149504, output_fired_time: 1.3985654116, propagate_forward_time: 33.1334533691, propagate_backward_time: 50.4308013916, weight_update_time: 0.1436146200, other_time: 2.8757171631
epoch time: 6.8259220123s, input_fired_time: 0.1317751557, output_fired_time: 0.0000000000, propagate_forward_time: 6.1896591187, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5044875145
validation[          , genome  5392] predictions:    9679/  10000 (96.79%), best:    9685/10000 (96.85%), error:      1107.22754, best error:      1084.26440 on epoch:    78, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 87.7413558960s, input_fired_time: 1.1376920938, output_fired_time: 1.2880314589, propagate_forward_time: 32.6861114502, propagate_backward_time: 49.7705879211, weight_update_time: 0.1465049833, other_time: 2.8589286804
epoch time: 7.7479181290s, input_fired_time: 0.1817932129, output_fired_time: 0.0000000000, propagate_forward_time: 6.9636726379, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6024522781
validation[          , genome  5392] predictions:    9657/  10000 (96.57%), best:    9685/10000 (96.85%), error:      1115.04114, best error:      1084.26440 on epoch:    78, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 86.1169204712s, input_fired_time: 1.1127282381, output_fired_time: 1.2168862820, propagate_forward_time: 31.8082160950, propagate_backward_time: 49.0252876282, weight_update_time: 0.1438290924, other_time: 2.9537963867
epoch time: 7.0932817459s, input_fired_time: 0.1197068095, output_fired_time: 0.0000000000, propagate_forward_time: 6.4323101044, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5412650108
validation[          , genome  5392] predictions:    9698/  10000 (96.98%), best:    9685/10000 (96.85%), error:      1086.48328, best error:      1084.26440 on epoch:    78, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 86.7758712769s, input_fired_time: 1.1098357439, output_fired_time: 1.1690789461, propagate_forward_time: 32.1400718689, propagate_backward_time: 49.4323730469, weight_update_time: 0.1442444921, other_time: 2.9245109558
epoch time: 9.9785528183s, input_fired_time: 0.1777272522, output_fired_time: 0.0000000000, propagate_forward_time: 8.9668626785, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8339624405
validation[          , genome  5392] predictions:    9649/  10000 (96.49%), best:    9685/10000 (96.85%), error:      1165.01050, best error:      1084.26440 on epoch:    78, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 84.1589889526s, input_fired_time: 1.0739511251, output_fired_time: 1.1713371277, propagate_forward_time: 31.1414527893, propagate_backward_time: 47.8916358948, weight_update_time: 0.1449423730, other_time: 2.8806076050
epoch time: 20.5972461700s, input_fired_time: 0.2756598592, output_fired_time: 0.0000000000, propagate_forward_time: 19.3834247589, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9381618500
validation[          , genome  5392] predictions:    9476/  10000 (94.76%), best:    9685/10000 (96.85%), error:      1776.18030, best error:      1084.26440 on epoch:    78, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 92.8274230957s, input_fired_time: 1.1084597111, output_fired_time: 1.1669778824, propagate_forward_time: 31.8602943420, propagate_backward_time: 55.7248687744, weight_update_time: 0.1437031925, other_time: 2.9668235779
epoch time: 10.4783916473s, input_fired_time: 0.1351081729, output_fired_time: 0.0000000000, propagate_forward_time: 9.4877624512, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8555212021
validation[          , genome  5392] predictions:    9668/  10000 (96.68%), best:    9685/10000 (96.85%), error:      1101.64038, best error:      1084.26440 on epoch:    78, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 92.9039382935s, input_fired_time: 1.2150136232, output_fired_time: 1.3554146290, propagate_forward_time: 34.5270652771, propagate_backward_time: 52.6473045349, weight_update_time: 0.1442694962, other_time: 3.1591415405
epoch time: 8.3795013428s, input_fired_time: 0.1321963370, output_fired_time: 0.0000000000, propagate_forward_time: 7.6611375809, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5861673355
validation[          , genome  5392] predictions:    9644/  10000 (96.44%), best:    9685/10000 (96.85%), error:      1209.22656, best error:      1084.26440 on epoch:    78, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 96.6314468384s, input_fired_time: 1.1219679117, output_fired_time: 1.2301971912, propagate_forward_time: 34.9764404297, propagate_backward_time: 52.9032669067, weight_update_time: 0.1452853978, other_time: 6.3995742798
epoch time: 7.4557824135s, input_fired_time: 0.1861028075, output_fired_time: 0.0000000000, propagate_forward_time: 6.6623692513, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6073102951
validation[          , genome  5392] predictions:    9673/  10000 (96.73%), best:    9685/10000 (96.85%), error:      1117.61511, best error:      1084.26440 on epoch:    78, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 87.1745605469s, input_fired_time: 1.0664647818, output_fired_time: 1.2197726965, propagate_forward_time: 32.2668762207, propagate_backward_time: 49.6101799011, weight_update_time: 0.1445939988, other_time: 3.0112648010
epoch time: 7.4417252541s, input_fired_time: 0.1327895075, output_fired_time: 0.0000000000, propagate_forward_time: 6.7940392494, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5148963928
validation[          , genome  5392] predictions:    9650/  10000 (96.50%), best:    9685/10000 (96.85%), error:      1148.59241, best error:      1084.26440 on epoch:    78, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 89.1610717773s, input_fired_time: 1.1049187183, output_fired_time: 1.2624801397, propagate_forward_time: 34.2720260620, propagate_backward_time: 49.5104064941, weight_update_time: 0.1476354897, other_time: 3.0112380981
epoch time: 6.8933696747s, input_fired_time: 0.1312170029, output_fired_time: 0.0000000000, propagate_forward_time: 6.2603616714, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5017910004
validation[          , genome  5392] predictions:    9645/  10000 (96.45%), best:    9685/10000 (96.85%), error:      1209.01941, best error:      1084.26440 on epoch:    78, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 86.8474197388s, input_fired_time: 1.1211390495, output_fired_time: 1.2258785963, propagate_forward_time: 32.1272659302, propagate_backward_time: 49.5061454773, weight_update_time: 0.1434202939, other_time: 2.8669929504
epoch time: 6.8860063553s, input_fired_time: 0.1341095418, output_fired_time: 0.0000000000, propagate_forward_time: 6.2334141731, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5184826851
validation[          , genome  5392] predictions:    9662/  10000 (96.62%), best:    9685/10000 (96.85%), error:      1188.18811, best error:      1084.26440 on epoch:    78, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 86.1972885132s, input_fired_time: 1.1213104725, output_fired_time: 1.2561868429, propagate_forward_time: 32.2363014221, propagate_backward_time: 48.7159500122, weight_update_time: 0.1764932275, other_time: 2.8675422668
epoch time: 17.9481945038s, input_fired_time: 0.1800261736, output_fired_time: 0.0000000000, propagate_forward_time: 16.9261569977, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8420104980
validation[          , genome  5392] predictions:    9667/  10000 (96.67%), best:    9685/10000 (96.85%), error:      1114.11072, best error:      1084.26440 on epoch:    78, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 88.5394668579s, input_fired_time: 1.0592932701, output_fired_time: 1.2740447521, propagate_forward_time: 33.4369354248, propagate_backward_time: 49.8695373535, weight_update_time: 0.1578188688, other_time: 2.8996505737
epoch time: 7.8092179298s, input_fired_time: 0.1317928731, output_fired_time: 0.0000000000, propagate_forward_time: 7.0889120102, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5885128975
validation[          , genome  5392] predictions:    9673/  10000 (96.73%), best:    9685/10000 (96.85%), error:      1112.38220, best error:      1084.26440 on epoch:    78, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 86.2058410645s, input_fired_time: 1.0939940214, output_fired_time: 1.1869879961, propagate_forward_time: 31.9627437592, propagate_backward_time: 49.0827445984, weight_update_time: 0.1676388979, other_time: 2.8793678284
epoch time: 7.3393921852s, input_fired_time: 0.1407723278, output_fired_time: 0.0000000000, propagate_forward_time: 6.6785902977, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5200295448
validation[          , genome  5392] predictions:    9674/  10000 (96.74%), best:    9685/10000 (96.85%), error:      1125.20813, best error:      1084.26440 on epoch:    78, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 84.6619949341s, input_fired_time: 1.0890357494, output_fired_time: 1.1842260361, propagate_forward_time: 31.4086627960, propagate_backward_time: 48.1472587585, weight_update_time: 0.1452646255, other_time: 2.8328132629
epoch time: 7.2667064667s, input_fired_time: 0.1329057664, output_fired_time: 0.0000000000, propagate_forward_time: 6.5755276680, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5582728386
validation[          , genome  5392] predictions:    9553/  10000 (95.53%), best:    9685/10000 (96.85%), error:      1443.35266, best error:      1084.26440 on epoch:    78, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 87.1823883057s, input_fired_time: 1.0634620190, output_fired_time: 1.2092279196, propagate_forward_time: 32.8440704346, propagate_backward_time: 49.1721229553, weight_update_time: 0.1431191564, other_time: 2.8935050964
epoch time: 7.1998810768s, input_fired_time: 0.1329581738, output_fired_time: 0.0000000000, propagate_forward_time: 6.5564069748, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5105161667
validation[          , genome  5392] predictions:    9681/  10000 (96.81%), best:    9685/10000 (96.85%), error:      1135.92908, best error:      1084.26440 on epoch:    78, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 86.9675750732s, input_fired_time: 1.1234035492, output_fired_time: 1.1684088707, propagate_forward_time: 32.1719207764, propagate_backward_time: 49.5686759949, weight_update_time: 0.1443126053, other_time: 2.9351615906
epoch time: 7.8043408394s, input_fired_time: 0.1332076043, output_fired_time: 0.0000000000, propagate_forward_time: 7.0152864456, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6558465958
validation[          , genome  5392] predictions:    9570/  10000 (95.70%), best:    9685/10000 (96.85%), error:      1378.83691, best error:      1084.26440 on epoch:    78, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 85.9085083008s, input_fired_time: 1.0651665926, output_fired_time: 1.2115265131, propagate_forward_time: 32.9464416504, propagate_backward_time: 47.8469467163, weight_update_time: 0.1439599693, other_time: 2.8384246826
epoch time: 10.4376974106s, input_fired_time: 0.1324357688, output_fired_time: 0.0000000000, propagate_forward_time: 9.7982625961, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5069990158
validation[          , genome  5392] predictions:    9676/  10000 (96.76%), best:    9685/10000 (96.85%), error:      1101.53137, best error:      1084.26440 on epoch:    78, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 101.1921539307s, input_fired_time: 1.0959705114, output_fired_time: 1.1907731295, propagate_forward_time: 31.7453708649, propagate_backward_time: 50.1758232117, weight_update_time: 0.1459067017, other_time: 16.9842185974
epoch time: 7.6116862297s, input_fired_time: 0.1656477749, output_fired_time: 0.0000000000, propagate_forward_time: 6.8968734741, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5491647720
validation[          , genome  5392] predictions:    9696/  10000 (96.96%), best:    9696/10000 (96.96%), error:      1083.26721, best error:      1083.26721 on epoch:    98, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 97.2836456299s, input_fired_time: 1.1234360933, output_fired_time: 1.4157963991, propagate_forward_time: 35.1101493835, propagate_backward_time: 56.4532890320, weight_update_time: 0.1437606066, other_time: 3.1809768677
epoch time: 7.3110823631s, input_fired_time: 0.1348198205, output_fired_time: 0.0000000000, propagate_forward_time: 6.6522312164, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5240311623
validation[          , genome  5392] predictions:    9672/  10000 (96.72%), best:    9696/10000 (96.96%), error:      1129.59961, best error:      1083.26721 on epoch:    98, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 85.2118530273s, input_fired_time: 1.0855875015, output_fired_time: 1.1942170858, propagate_forward_time: 31.5523395538, propagate_backward_time: 48.4940834045, weight_update_time: 0.1458828747, other_time: 2.8856315613
epoch time: 8.4234914780s, input_fired_time: 0.1524942666, output_fired_time: 0.0000000000, propagate_forward_time: 7.5878138542, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6831831932
validation[          , genome  5392] predictions:    9641/  10000 (96.41%), best:    9696/10000 (96.96%), error:      1197.94751, best error:      1083.26721 on epoch:    98, 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: 36.7447166443s, input_fired_time: 0.6635470390, output_fired_time: 0.0000000000, propagate_forward_time: 33.4575958252, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6235733032
best training[          , genome  5392] predictions:   49089/  50000 (98.18%), best:    9696/10000 (96.96%), error:      3401.46533, best error:      1083.26721 on epoch:    98, 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: 9.4618883133s, input_fired_time: 0.1313844919, output_fired_time: 0.0000000000, propagate_forward_time: 8.8207330704, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5097703934
   testing[          , genome  5392] predictions:    9685/  10000 (96.85%), best:    9696/10000 (96.96%), error:      1024.98254, best error:      1083.26721 on epoch:    98, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
00:25:33 (5352): called boinc_finish(0)

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