Nameexact_genome_1512568488_41_4653_1
Workunit2594525
Created7 Dec 2017, 11:10:57 UTC
Sent7 Dec 2017, 11:13:26 UTC
Report deadline14 Dec 2017, 2:14:07 UTC
Received9 Dec 2017, 3:33:31 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57938
Run time3 hours 40 min 43 sec
CPU time3 hours 37 min 43 sec
Validate stateValid
Credit1,656.37
Device peak FLOPS2.90 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size152.51 MB
Peak swap size157.13 MB
Peak disk usage1.68 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
.6875839233, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5538244247
validation[          , genome  4653] predictions:    9650/  10000 (96.50%), best:    9672/10000 (96.72%), error:      1134.55225, best error:      1068.24341 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 117.7764511108s, input_fired_time: 1.1927927732, output_fired_time: 1.1984257698, propagate_forward_time: 43.1250457764, propagate_backward_time: 69.1399841309, weight_update_time: 0.1741433144, other_time: 3.1202011108
epoch time: 9.6453351974s, input_fired_time: 0.1493575871, output_fired_time: 0.0000000000, propagate_forward_time: 8.9365739822, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5594034195
validation[          , genome  4653] predictions:    9301/  10000 (93.01%), best:    9672/10000 (96.72%), error:      2393.54639, best error:      1068.24341 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 119.7018203735s, input_fired_time: 1.1920454502, output_fired_time: 1.2079386711, propagate_forward_time: 44.0976219177, propagate_backward_time: 70.1448745728, weight_update_time: 0.1737625748, other_time: 3.0593338013
epoch time: 9.7077255249s, input_fired_time: 0.1537673622, output_fired_time: 0.0000000000, propagate_forward_time: 9.0027446747, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5512132645
validation[          , genome  4653] predictions:    9650/  10000 (96.50%), best:    9672/10000 (96.72%), error:      1167.73572, best error:      1068.24341 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 117.3505630493s, input_fired_time: 1.1947766542, output_fired_time: 1.1997725964, propagate_forward_time: 42.9377937317, propagate_backward_time: 68.8431701660, weight_update_time: 0.1717558652, other_time: 3.1750488281
epoch time: 8.9234476089s, input_fired_time: 0.1468567848, output_fired_time: 0.0000000000, propagate_forward_time: 8.2141351700, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5624551773
validation[          , genome  4653] predictions:    9598/  10000 (95.98%), best:    9672/10000 (96.72%), error:      1212.23743, best error:      1068.24341 on epoch:    13, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 120.0108413696s, input_fired_time: 1.1994330883, output_fired_time: 1.2137125731, propagate_forward_time: 44.2437324524, propagate_backward_time: 70.2846603394, weight_update_time: 0.1746413261, other_time: 3.0692977905
epoch time: 9.9986324310s, input_fired_time: 0.1585854739, output_fired_time: 0.0000000000, propagate_forward_time: 9.2703304291, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5697164536
validation[          , genome  4653] predictions:    9671/  10000 (96.71%), best:    9672/10000 (96.72%), error:      1089.80286, best error:      1068.24341 on epoch:    13, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 117.3563766479s, input_fired_time: 1.1918687820, output_fired_time: 1.1870875359, propagate_forward_time: 43.1705360413, propagate_backward_time: 68.7179489136, weight_update_time: 0.1708408296, other_time: 3.0889358521
epoch time: 9.8947734833s, input_fired_time: 0.1586796343, output_fired_time: 0.0000000000, propagate_forward_time: 9.1543045044, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5817890167
validation[          , genome  4653] predictions:    9655/  10000 (96.55%), best:    9672/10000 (96.72%), error:      1127.98450, best error:      1068.24341 on epoch:    13, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 119.5709228516s, input_fired_time: 1.1946707964, output_fired_time: 1.2106671333, propagate_forward_time: 44.1788597107, propagate_backward_time: 69.9371414185, weight_update_time: 0.1722744405, other_time: 3.0495834351
epoch time: 9.8289699554s, input_fired_time: 0.1510156691, output_fired_time: 0.0000000000, propagate_forward_time: 9.1372785568, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5406761169
validation[          , genome  4653] predictions:    9637/  10000 (96.37%), best:    9672/10000 (96.72%), error:      1174.06543, best error:      1068.24341 on epoch:    13, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 120.5187911987s, input_fired_time: 1.2204335928, output_fired_time: 1.2179131508, propagate_forward_time: 44.6302642822, propagate_backward_time: 70.3537750244, weight_update_time: 0.1719606668, other_time: 3.0964050293
epoch time: 9.7227764130s, input_fired_time: 0.1521775424, output_fired_time: 0.0000000000, propagate_forward_time: 9.0190544128, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5515441895
validation[          , genome  4653] predictions:    9666/  10000 (96.66%), best:    9672/10000 (96.72%), error:      1090.06104, best error:      1068.24341 on epoch:    13, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 119.5297927856s, input_fired_time: 1.1896332502, output_fired_time: 1.2070796490, propagate_forward_time: 44.1071968079, propagate_backward_time: 70.0083160400, weight_update_time: 0.1710188985, other_time: 3.0175628662
epoch time: 9.4987888336s, input_fired_time: 0.1547912657, output_fired_time: 0.0000000000, propagate_forward_time: 8.7695875168, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5744104385
validation[          , genome  4653] predictions:    9665/  10000 (96.65%), best:    9672/10000 (96.72%), error:      1084.70300, best error:      1068.24341 on epoch:    13, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 120.1268539429s, input_fired_time: 1.1889516115, output_fired_time: 1.2033913136, propagate_forward_time: 44.5765991211, propagate_backward_time: 70.1760787964, weight_update_time: 0.1687846780, other_time: 2.9818344116
epoch time: 9.1815872192s, input_fired_time: 0.1448795199, output_fired_time: 0.0000000000, propagate_forward_time: 8.4979839325, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5387239456
validation[          , genome  4653] predictions:    9651/  10000 (96.51%), best:    9672/10000 (96.72%), error:      1161.65198, best error:      1068.24341 on epoch:    13, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 120.0114212036s, input_fired_time: 1.1838614941, output_fired_time: 1.2016140223, propagate_forward_time: 44.3651695251, propagate_backward_time: 70.2856369019, weight_update_time: 0.1701391488, other_time: 2.9751358032
epoch time: 9.4734983444s, input_fired_time: 0.1480127275, output_fired_time: 0.0000000000, propagate_forward_time: 8.7863540649, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5391311646
validation[          , genome  4653] predictions:    9672/  10000 (96.72%), best:    9672/10000 (96.72%), error:      1056.61511, best error:      1056.61511 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 118.3300247192s, input_fired_time: 1.1984403133, output_fired_time: 1.2017143965, propagate_forward_time: 43.6315269470, propagate_backward_time: 69.2321243286, weight_update_time: 0.1713531464, other_time: 3.0662155151
epoch time: 9.5576257706s, input_fired_time: 0.1530531943, output_fired_time: 0.0000000000, propagate_forward_time: 8.8397159576, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5648565292
validation[          , genome  4653] predictions:    9672/  10000 (96.72%), best:    9672/10000 (96.72%), error:      1067.04187, best error:      1056.61511 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 121.0727615356s, input_fired_time: 1.2124186754, output_fired_time: 1.2205203772, propagate_forward_time: 44.8210678101, propagate_backward_time: 70.7384948730, weight_update_time: 0.1730296463, other_time: 3.0802612305
epoch time: 9.3548965454s, input_fired_time: 0.1490232944, output_fired_time: 0.0000000000, propagate_forward_time: 8.6615285873, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5443449020
validation[          , genome  4653] predictions:    9685/  10000 (96.85%), best:    9685/10000 (96.85%), error:      1049.80530, best error:      1049.80530 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 120.7825775146s, input_fired_time: 1.2084218264, output_fired_time: 1.2157721519, propagate_forward_time: 44.6206665039, propagate_backward_time: 70.6436157227, weight_update_time: 0.1758206338, other_time: 3.0941009521
epoch time: 9.8424177170s, input_fired_time: 0.1571139842, output_fired_time: 0.0000000000, propagate_forward_time: 9.1290016174, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5563020706
validation[          , genome  4653] predictions:    9661/  10000 (96.61%), best:    9685/10000 (96.85%), error:      1118.85889, best error:      1049.80530 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 120.9931564331s, input_fired_time: 1.2237203121, output_fired_time: 1.2219141722, propagate_forward_time: 44.7374572754, propagate_backward_time: 70.6662216187, weight_update_time: 0.1752095073, other_time: 3.1438446045
epoch time: 9.7038326263s, input_fired_time: 0.1521819234, output_fired_time: 0.0000000000, propagate_forward_time: 9.0060758591, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5455751419
validation[          , genome  4653] predictions:    9639/  10000 (96.39%), best:    9685/10000 (96.85%), error:      1151.74463, best error:      1049.80530 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 118.8863372803s, input_fired_time: 1.1988606453, output_fired_time: 1.2088997364, propagate_forward_time: 43.6963882446, propagate_backward_time: 69.6683349609, weight_update_time: 0.1731952578, other_time: 3.1138534546
epoch time: 9.9634637833s, input_fired_time: 0.1612429470, output_fired_time: 0.0000000000, propagate_forward_time: 9.2226533890, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5795679092
validation[          , genome  4653] predictions:    9700/  10000 (97.00%), best:    9700/10000 (97.00%), error:      1008.92059, best error:      1008.92059 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 118.5037536621s, input_fired_time: 1.2030698061, output_fired_time: 1.1921697855, propagate_forward_time: 43.6918678284, propagate_backward_time: 69.3391723633, weight_update_time: 0.1713688374, other_time: 3.0774688721
epoch time: 9.1881361008s, input_fired_time: 0.1469558924, output_fired_time: 0.0000000000, propagate_forward_time: 8.4955825806, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5455980301
validation[          , genome  4653] predictions:    9707/  10000 (97.07%), best:    9707/10000 (97.07%), error:       942.46698, best error:       942.46698 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 119.8013763428s, input_fired_time: 1.2017085552, output_fired_time: 1.2057723999, propagate_forward_time: 44.4348449707, propagate_backward_time: 69.9406661987, weight_update_time: 0.1716901660, other_time: 3.0183868408
epoch time: 9.3411998749s, input_fired_time: 0.1485296339, output_fired_time: 0.0000000000, propagate_forward_time: 8.6467237473, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5459461212
validation[          , genome  4653] predictions:    9701/  10000 (97.01%), best:    9707/10000 (97.07%), error:       975.94324, best error:       942.46698 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 118.4073028564s, input_fired_time: 1.2057571411, output_fired_time: 1.2033554316, propagate_forward_time: 43.3820037842, propagate_backward_time: 69.4436187744, weight_update_time: 0.1745913476, other_time: 3.1725692749
epoch time: 9.6673154831s, input_fired_time: 0.1555478126, output_fired_time: 0.0000000000, propagate_forward_time: 8.9386100769, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5731573105
validation[          , genome  4653] predictions:    9713/  10000 (97.13%), best:    9707/10000 (97.07%), error:       979.52954, best error:       942.46698 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 119.8612518311s, input_fired_time: 1.2167975903, output_fired_time: 1.2103774548, propagate_forward_time: 44.2144355774, propagate_backward_time: 70.1298065186, weight_update_time: 0.1748890430, other_time: 3.0898284912
epoch time: 9.5006771088s, input_fired_time: 0.1537508667, output_fired_time: 0.0000000000, propagate_forward_time: 8.7847547531, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5621719360
validation[          , genome  4653] predictions:    9556/  10000 (95.56%), best:    9707/10000 (97.07%), error:      1443.26453, best error:       942.46698 on epoch:    30, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 119.4383926392s, input_fired_time: 1.2094386816, output_fired_time: 1.2088878155, propagate_forward_time: 44.1480255127, propagate_backward_time: 69.7866668701, weight_update_time: 0.1732014567, other_time: 3.0853729248
epoch time: 8.7313880920s, input_fired_time: 0.1470129937, output_fired_time: 0.0000000000, propagate_forward_time: 8.0304641724, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5539112091
validation[          , genome  4653] predictions:    9718/  10000 (97.18%), best:    9707/10000 (97.07%), error:       971.92889, best error:       942.46698 on epoch:    30, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 120.7312622070s, input_fired_time: 1.2184035778, output_fired_time: 1.2177013159, propagate_forward_time: 44.5988807678, propagate_backward_time: 70.5905456543, weight_update_time: 0.1753340214, other_time: 3.1057281494
epoch time: 9.7261276245s, input_fired_time: 0.1489331126, output_fired_time: 0.0000000000, propagate_forward_time: 9.0392293930, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5379648209
validation[          , genome  4653] predictions:    9659/  10000 (96.59%), best:    9707/10000 (97.07%), error:      1079.14929, best error:       942.46698 on epoch:    30, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 118.6875839233s, input_fired_time: 1.2139874697, output_fired_time: 1.2082074881, propagate_forward_time: 43.6293983459, propagate_backward_time: 69.5038681030, weight_update_time: 0.1735273153, other_time: 3.1321182251
epoch time: 9.7473764420s, input_fired_time: 0.1522815228, output_fired_time: 0.0000000000, propagate_forward_time: 9.0435028076, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5515918732
validation[          , genome  4653] predictions:    9693/  10000 (96.93%), best:    9707/10000 (97.07%), error:       958.64520, best error:       942.46698 on epoch:    30, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 118.4264755249s, input_fired_time: 1.2002587318, output_fired_time: 1.2016820908, propagate_forward_time: 43.5452690125, propagate_backward_time: 69.4089889526, weight_update_time: 0.1711403430, other_time: 3.0702743530
epoch time: 9.6529111862s, input_fired_time: 0.1503805965, output_fired_time: 0.0000000000, propagate_forward_time: 8.9677267075, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5348043442
validation[          , genome  4653] predictions:    9687/  10000 (96.87%), best:    9707/10000 (97.07%), error:      1042.59485, best error:       942.46698 on epoch:    30, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 118.8182601929s, input_fired_time: 1.2057031393, output_fired_time: 1.1973861456, propagate_forward_time: 44.0117301941, propagate_backward_time: 69.3759613037, weight_update_time: 0.1725703776, other_time: 3.0274810791
epoch time: 9.7341156006s, input_fired_time: 0.1529501379, output_fired_time: 0.0000000000, propagate_forward_time: 9.0459680557, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5351972580
validation[          , genome  4653] predictions:    9684/  10000 (96.84%), best:    9707/10000 (97.07%), error:      1064.36267, best error:       942.46698 on epoch:    30, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 119.8807373047s, input_fired_time: 1.2057853937, output_fired_time: 1.2103992701, propagate_forward_time: 44.3712730408, propagate_backward_time: 70.0705108643, weight_update_time: 0.1714259833, other_time: 3.0227661133
epoch time: 9.5192251205s, input_fired_time: 0.1549595743, output_fired_time: 0.0000000000, propagate_forward_time: 8.7998685837, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5643968582
validation[          , genome  4653] predictions:    9676/  10000 (96.76%), best:    9707/10000 (97.07%), error:      1071.44080, best error:       942.46698 on epoch:    30, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 120.3340682983s, input_fired_time: 1.2172856331, output_fired_time: 1.2149689198, propagate_forward_time: 44.3904151917, propagate_backward_time: 70.4058914185, weight_update_time: 0.1746198535, other_time: 3.1055068970
epoch time: 9.7265529633s, input_fired_time: 0.1580887288, output_fired_time: 0.0000000000, propagate_forward_time: 9.0072908401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5611734390
validation[          , genome  4653] predictions:    9600/  10000 (96.00%), best:    9707/10000 (97.07%), error:      1267.80823, best error:       942.46698 on epoch:    30, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 118.9355392456s, input_fired_time: 1.2169747353, output_fired_time: 1.1984901428, propagate_forward_time: 44.1159019470, propagate_backward_time: 69.3321075439, weight_update_time: 0.1740570813, other_time: 3.0720672607
epoch time: 8.6052188873s, input_fired_time: 0.1471951604, output_fired_time: 0.0000000000, propagate_forward_time: 7.8805685043, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5774555206
validation[          , genome  4653] predictions:    9672/  10000 (96.72%), best:    9707/10000 (97.07%), error:      1061.71436, best error:       942.46698 on epoch:    30, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 120.5792236328s, input_fired_time: 1.2097054720, output_fired_time: 1.2173823118, propagate_forward_time: 44.6420021057, propagate_backward_time: 70.4671478271, weight_update_time: 0.1730224937, other_time: 3.0429840088
epoch time: 8.2312221527s, input_fired_time: 0.1466787159, output_fired_time: 0.0000000000, propagate_forward_time: 7.4994649887, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5850782394
validation[          , genome  4653] predictions:    9721/  10000 (97.21%), best:    9721/10000 (97.21%), error:       935.75415, best error:       935.75415 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 119.6325454712s, input_fired_time: 1.2129890919, output_fired_time: 1.2101117373, propagate_forward_time: 44.1687965393, propagate_backward_time: 69.9559326172, weight_update_time: 0.1737482697, other_time: 3.0847167969
epoch time: 9.6387863159s, input_fired_time: 0.1511125714, output_fired_time: 0.0000000000, propagate_forward_time: 8.9582452774, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5294284821
validation[          , genome  4653] predictions:    9682/  10000 (96.82%), best:    9721/10000 (97.21%), error:       984.33954, best error:       935.75415 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 120.4626235962s, input_fired_time: 1.2111002207, output_fired_time: 1.2196611166, propagate_forward_time: 44.4631462097, propagate_backward_time: 70.5168075562, weight_update_time: 0.1740638763, other_time: 3.0519180298
epoch time: 9.3795871735s, input_fired_time: 0.1562561095, output_fired_time: 0.0000000000, propagate_forward_time: 8.6529836655, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5703477859
validation[          , genome  4653] predictions:    9744/  10000 (97.44%), best:    9744/10000 (97.44%), error:       855.62177, best error:       855.62177 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 119.3740158081s, input_fired_time: 1.2050871849, output_fired_time: 1.2082268000, propagate_forward_time: 43.9748649597, propagate_backward_time: 69.9306869507, weight_update_time: 0.1718209684, other_time: 3.0551528931
epoch time: 9.9713134766s, input_fired_time: 0.1601606309, output_fired_time: 0.0000000000, propagate_forward_time: 9.2479238510, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5632286072
validation[          , genome  4653] predictions:    9649/  10000 (96.49%), best:    9744/10000 (97.44%), error:      1142.67334, best error:       855.62177 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 119.2149429321s, input_fired_time: 1.2091563940, output_fired_time: 1.2085113525, propagate_forward_time: 43.9252548218, propagate_backward_time: 69.8032836914, weight_update_time: 0.1720923930, other_time: 3.0687332153
epoch time: 9.6333789825s, input_fired_time: 0.1542641371, output_fired_time: 0.0000000000, propagate_forward_time: 8.9328718185, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5462427139
validation[          , genome  4653] predictions:    9621/  10000 (96.21%), best:    9744/10000 (97.44%), error:      1147.12891, best error:       855.62177 on epoch:    44, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 120.1129150391s, input_fired_time: 1.2180303335, output_fired_time: 1.2097517252, propagate_forward_time: 44.5381469727, propagate_backward_time: 70.1010055542, weight_update_time: 0.1718575656, other_time: 3.0459747314
epoch time: 9.5571451187s, input_fired_time: 0.1527765095, output_fired_time: 0.0000000000, propagate_forward_time: 8.8698043823, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5345640182
validation[          , genome  4653] predictions:    9694/  10000 (96.94%), best:    9744/10000 (97.44%), error:      1021.46283, best error:       855.62177 on epoch:    44, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 120.5439834595s, input_fired_time: 1.2345508337, output_fired_time: 1.2279009819, propagate_forward_time: 44.4296913147, propagate_backward_time: 70.5275115967, weight_update_time: 0.1751537472, other_time: 3.1243286133
epoch time: 9.1934928894s, input_fired_time: 0.1609630883, output_fired_time: 0.0000000000, propagate_forward_time: 8.4114847183, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6210451126
validation[          , genome  4653] predictions:    9721/  10000 (97.21%), best:    9744/10000 (97.44%), error:       934.99597, best error:       855.62177 on epoch:    44, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 119.2792053223s, input_fired_time: 1.2248518467, output_fired_time: 1.2120022774, propagate_forward_time: 43.7750701904, propagate_backward_time: 69.9012527466, weight_update_time: 0.1764016747, other_time: 3.1660232544
epoch time: 9.6643934250s, input_fired_time: 0.1513727456, output_fired_time: 0.0000000000, propagate_forward_time: 8.9771413803, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5358791351
validation[          , genome  4653] predictions:    9645/  10000 (96.45%), best:    9744/10000 (97.44%), error:      1130.03076, best error:       855.62177 on epoch:    44, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 120.4426269531s, input_fired_time: 1.2220395803, output_fired_time: 1.2157132626, propagate_forward_time: 44.5369758606, propagate_backward_time: 70.3462524414, weight_update_time: 0.1758861393, other_time: 3.1216430664
epoch time: 9.6994857788s, input_fired_time: 0.1515981853, output_fired_time: 0.0000000000, propagate_forward_time: 9.0079374313, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5399503708
validation[          , genome  4653] predictions:    9694/  10000 (96.94%), best:    9744/10000 (97.44%), error:       965.94312, best error:       855.62177 on epoch:    44, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 119.7613143921s, input_fired_time: 1.2121340036, output_fired_time: 1.2126313448, propagate_forward_time: 44.1935844421, propagate_backward_time: 70.0674057007, weight_update_time: 0.1729934961, other_time: 3.0755538940
epoch time: 9.6968927383s, input_fired_time: 0.1550482661, output_fired_time: 0.0000000000, propagate_forward_time: 8.9884052277, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5534391403
validation[          , genome  4653] predictions:    9702/  10000 (97.02%), best:    9744/10000 (97.44%), error:       959.53394, best error:       855.62177 on epoch:    44, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 120.5637512207s, input_fired_time: 1.2124776840, output_fired_time: 1.2087289095, propagate_forward_time: 44.7178459167, propagate_backward_time: 70.3968887329, weight_update_time: 0.1732680649, other_time: 3.0278091431
epoch time: 9.6379728317s, input_fired_time: 0.1556914896, output_fired_time: 0.0000000000, propagate_forward_time: 8.9368038177, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5454778671
validation[          , genome  4653] predictions:    9733/  10000 (97.33%), best:    9744/10000 (97.44%), error:       916.13446, best error:       855.62177 on epoch:    44, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 119.6238937378s, input_fired_time: 1.2187578678, output_fired_time: 1.2056916952, propagate_forward_time: 44.1512145996, propagate_backward_time: 69.9580612183, weight_update_time: 0.1762004495, other_time: 3.0901718140
epoch time: 9.9448623657s, input_fired_time: 0.1589082181, output_fired_time: 0.0000000000, propagate_forward_time: 9.2198848724, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5660696030
validation[          , genome  4653] predictions:    9691/  10000 (96.91%), best:    9744/10000 (97.44%), error:       994.23083, best error:       855.62177 on epoch:    44, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 120.0483245850s, input_fired_time: 1.2029217482, output_fired_time: 1.2106679678, propagate_forward_time: 44.0314865112, propagate_backward_time: 70.5672607422, weight_update_time: 0.1726350486, other_time: 3.0359878540
epoch time: 9.6809711456s, input_fired_time: 0.1545350403, output_fired_time: 0.0000000000, propagate_forward_time: 8.9815187454, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5449171066
validation[          , genome  4653] predictions:    9696/  10000 (96.96%), best:    9744/10000 (97.44%), error:       951.94293, best error:       855.62177 on epoch:    44, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 122.3727416992s, input_fired_time: 1.2444654703, output_fired_time: 1.2249143124, propagate_forward_time: 45.3911666870, propagate_backward_time: 71.3951492310, weight_update_time: 0.1750694364, other_time: 3.1170425415
epoch time: 9.7023105621s, input_fired_time: 0.1543372869, output_fired_time: 0.0000000000, propagate_forward_time: 9.0064802170, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5414934158
validation[          , genome  4653] predictions:    9706/  10000 (97.06%), best:    9744/10000 (97.44%), error:       941.22833, best error:       855.62177 on epoch:    44, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 118.4869766235s, input_fired_time: 1.2094725370, output_fired_time: 1.2036583424, propagate_forward_time: 43.7363052368, propagate_backward_time: 69.2923278809, weight_update_time: 0.1706957072, other_time: 3.0452117920
epoch time: 9.2085428238s, input_fired_time: 0.1581262797, output_fired_time: 0.0000000000, propagate_forward_time: 8.4439773560, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6064395905
validation[          , genome  4653] predictions:    9676/  10000 (96.76%), best:    9744/10000 (97.44%), error:      1036.97278, best error:       855.62177 on epoch:    44, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 118.8988189697s, input_fired_time: 1.2108702660, output_fired_time: 1.2006995678, propagate_forward_time: 44.0404129028, propagate_backward_time: 69.4026412964, weight_update_time: 0.1708091497, other_time: 3.0441970825
epoch time: 9.7275419235s, input_fired_time: 0.1540578455, output_fired_time: 0.0000000000, propagate_forward_time: 9.0315837860, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5419006348
validation[          , genome  4653] predictions:    9698/  10000 (96.98%), best:    9744/10000 (97.44%), error:       992.06012, best error:       855.62177 on epoch:    44, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 118.9734344482s, input_fired_time: 1.2095526457, output_fired_time: 1.1997705698, propagate_forward_time: 43.9539337158, propagate_backward_time: 69.5693054199, weight_update_time: 0.1711679101, other_time: 3.0408782959
epoch time: 9.7079229355s, input_fired_time: 0.1573830843, output_fired_time: 0.0000000000, propagate_forward_time: 8.9984474182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5520925522
validation[          , genome  4653] predictions:    9692/  10000 (96.92%), best:    9744/10000 (97.44%), error:       981.41248, best error:       855.62177 on epoch:    44, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 121.3940734863s, input_fired_time: 1.2261071205, output_fired_time: 1.2153525352, propagate_forward_time: 45.0653572083, propagate_backward_time: 70.8186187744, weight_update_time: 0.1756805032, other_time: 3.0686340332
epoch time: 9.5690517426s, input_fired_time: 0.1592871249, output_fired_time: 0.0000000000, propagate_forward_time: 8.8409452438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5688190460
validation[          , genome  4653] predictions:    9713/  10000 (97.13%), best:    9744/10000 (97.44%), error:       938.32434, best error:       855.62177 on epoch:    44, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 120.3378601074s, input_fired_time: 1.2238017321, output_fired_time: 1.2166906595, propagate_forward_time: 44.4614677429, propagate_backward_time: 70.3532104492, weight_update_time: 0.1735259145, other_time: 3.0826873779
epoch time: 9.1785058975s, input_fired_time: 0.1574125439, output_fired_time: 0.0000000000, propagate_forward_time: 8.4754371643, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5456562042
validation[          , genome  4653] predictions:    9668/  10000 (96.68%), best:    9744/10000 (97.44%), error:      1102.15173, best error:       855.62177 on epoch:    44, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 119.6973114014s, input_fired_time: 1.2233645916, output_fired_time: 1.2112110853, propagate_forward_time: 44.1778678894, propagate_backward_time: 69.9996261597, weight_update_time: 0.1735607982, other_time: 3.0852432251
epoch time: 9.7189788818s, input_fired_time: 0.1550287157, output_fired_time: 0.0000000000, propagate_forward_time: 9.0294494629, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5345010757
validation[          , genome  4653] predictions:    9705/  10000 (97.05%), best:    9744/10000 (97.44%), error:       935.26343, best error:       855.62177 on epoch:    44, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 120.0273895264s, input_fired_time: 1.2278286219, output_fired_time: 1.2072721720, propagate_forward_time: 44.3033370972, propagate_backward_time: 70.2031097412, weight_update_time: 0.1731760055, other_time: 3.0858383179
epoch time: 9.1709213257s, input_fired_time: 0.1519784629, output_fired_time: 0.0000000000, propagate_forward_time: 8.4720392227, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5469036102
validation[          , genome  4653] predictions:    9728/  10000 (97.28%), best:    9744/10000 (97.44%), error:       895.53082, best error:       855.62177 on epoch:    44, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 119.9670639038s, input_fired_time: 1.2183034420, output_fired_time: 1.2105988264, propagate_forward_time: 44.3481712341, propagate_backward_time: 70.1311950684, weight_update_time: 0.1737585366, other_time: 3.0587921143
epoch time: 9.6258716583s, input_fired_time: 0.1571308672, output_fired_time: 0.0000000000, propagate_forward_time: 8.9231472015, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5455932617
validation[          , genome  4653] predictions:    9692/  10000 (96.92%), best:    9744/10000 (97.44%), error:       988.17426, best error:       855.62177 on epoch:    44, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 120.2239761353s, input_fired_time: 1.2227759361, output_fired_time: 1.2133845091, propagate_forward_time: 44.4937629700, propagate_backward_time: 70.2169418335, weight_update_time: 0.1742580384, other_time: 3.0771102905
epoch time: 9.6908864975s, input_fired_time: 0.1526470780, output_fired_time: 0.0000000000, propagate_forward_time: 9.0037937164, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5344457626
validation[          , genome  4653] predictions:    9672/  10000 (96.72%), best:    9744/10000 (97.44%), error:      1114.91882, best error:       855.62177 on epoch:    44, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 118.2018356323s, input_fired_time: 1.2076649666, output_fired_time: 1.1968737841, propagate_forward_time: 43.5286636353, propagate_backward_time: 69.2069473267, weight_update_time: 0.1708350480, other_time: 3.0616836548
epoch time: 9.7518987656s, input_fired_time: 0.1560307294, output_fired_time: 0.0000000000, propagate_forward_time: 9.0401668549, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5557012558
validation[          , genome  4653] predictions:    9732/  10000 (97.32%), best:    9744/10000 (97.44%), error:       916.05481, best error:       855.62177 on epoch:    44, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 118.7942810059s, input_fired_time: 1.2058920860, output_fired_time: 1.2079290152, propagate_forward_time: 43.7225036621, propagate_backward_time: 69.6153717041, weight_update_time: 0.1706096232, other_time: 3.0425796509
epoch time: 9.7698860168s, input_fired_time: 0.1538235694, output_fired_time: 0.0000000000, propagate_forward_time: 9.0790634155, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5369987488
validation[          , genome  4653] predictions:    9696/  10000 (96.96%), best:    9744/10000 (97.44%), error:       945.41534, best error:       855.62177 on epoch:    44, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 121.7264404297s, input_fired_time: 1.2504993677, output_fired_time: 1.2239803076, propagate_forward_time: 45.1620407104, propagate_backward_time: 70.9702758789, weight_update_time: 0.1756567955, other_time: 3.1196441650
epoch time: 9.6838159561s, input_fired_time: 0.1539342403, output_fired_time: 0.0000000000, propagate_forward_time: 8.9986324310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5312490463
validation[          , genome  4653] predictions:    9699/  10000 (96.99%), best:    9744/10000 (97.44%), error:       928.59863, best error:       855.62177 on epoch:    44, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 119.5172119141s, input_fired_time: 1.2176213264, output_fired_time: 1.2029478550, propagate_forward_time: 44.1300964355, propagate_backward_time: 69.9245986938, weight_update_time: 0.1723859906, other_time: 3.0419464111
epoch time: 9.6331968307s, input_fired_time: 0.1597348750, output_fired_time: 0.0000000000, propagate_forward_time: 8.9145364761, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5589256287
validation[          , genome  4653] predictions:    9714/  10000 (97.14%), best:    9744/10000 (97.44%), error:       949.83948, best error:       855.62177 on epoch:    44, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 118.4268035889s, input_fired_time: 1.2127965689, output_fired_time: 1.2026057243, propagate_forward_time: 43.4539337158, propagate_backward_time: 69.5054626465, weight_update_time: 0.1709403992, other_time: 3.0520019531
epoch time: 9.5451526642s, input_fired_time: 0.1563962549, output_fired_time: 0.0000000000, propagate_forward_time: 8.8525705338, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5361862183
validation[          , genome  4653] predictions:    9715/  10000 (97.15%), best:    9744/10000 (97.44%), error:       938.99274, best error:       855.62177 on epoch:    44, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 118.3426513672s, input_fired_time: 1.2087101936, output_fired_time: 1.1919792891, propagate_forward_time: 43.7126731873, propagate_backward_time: 69.1884613037, weight_update_time: 0.1721977443, other_time: 3.0408325195
epoch time: 9.7767314911s, input_fired_time: 0.1551657170, output_fired_time: 0.0000000000, propagate_forward_time: 9.0914411545, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5301246643
validation[          , genome  4653] predictions:    9718/  10000 (97.18%), best:    9744/10000 (97.44%), error:       913.29968, best error:       855.62177 on epoch:    44, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 120.0969314575s, input_fired_time: 1.2193610668, output_fired_time: 1.2096334696, propagate_forward_time: 44.3758087158, propagate_backward_time: 70.2480850220, weight_update_time: 0.1729091406, other_time: 3.0440444946
epoch time: 9.3444566727s, input_fired_time: 0.1544729769, output_fired_time: 0.0000000000, propagate_forward_time: 8.6429424286, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5470409393
validation[          , genome  4653] predictions:    9706/  10000 (97.06%), best:    9744/10000 (97.44%), error:       961.57324, best error:       855.62177 on epoch:    44, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 119.2229843140s, input_fired_time: 1.2098257542, output_fired_time: 1.2053562403, propagate_forward_time: 43.8337745667, propagate_backward_time: 69.9307098389, weight_update_time: 0.1714813858, other_time: 3.0433197021
epoch time: 9.7851667404s, input_fired_time: 0.1564564854, output_fired_time: 0.0000000000, propagate_forward_time: 9.0768499374, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5518598557
validation[          , genome  4653] predictions:    9699/  10000 (96.99%), best:    9744/10000 (97.44%), error:       973.50665, best error:       855.62177 on epoch:    44, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 118.5138931274s, input_fired_time: 1.2220757008, output_fired_time: 1.2014755011, propagate_forward_time: 43.6568298340, propagate_backward_time: 69.3409347534, weight_update_time: 0.1717468500, other_time: 3.0925750732
epoch time: 9.8265190125s, input_fired_time: 0.1599240303, output_fired_time: 0.0000000000, propagate_forward_time: 9.1052513123, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5613441467
validation[          , genome  4653] predictions:    9685/  10000 (96.85%), best:    9744/10000 (97.44%), error:      1021.51099, best error:       855.62177 on epoch:    44, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 121.4149627686s, input_fired_time: 1.2388067245, output_fired_time: 1.2202790976, propagate_forward_time: 45.0109710693, propagate_backward_time: 70.8500289917, weight_update_time: 0.1752282530, other_time: 3.0948791504
epoch time: 9.7204914093s, input_fired_time: 0.1573464423, output_fired_time: 0.0000000000, propagate_forward_time: 9.0082654953, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5548791885
validation[          , genome  4653] predictions:    9696/  10000 (96.96%), best:    9744/10000 (97.44%), error:       938.74432, best error:       855.62177 on epoch:    44, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 120.6115875244s, input_fired_time: 1.2283991575, output_fired_time: 1.2140299082, propagate_forward_time: 44.6580772400, propagate_backward_time: 70.4766235352, weight_update_time: 0.1746114790, other_time: 3.0344543457
epoch time: 9.8143424988s, input_fired_time: 0.1607507020, output_fired_time: 0.0000000000, propagate_forward_time: 9.0931625366, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5604295731
validation[          , genome  4653] predictions:    9679/  10000 (96.79%), best:    9744/10000 (97.44%), error:      1002.66205, best error:       855.62177 on epoch:    44, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 121.4486007690s, input_fired_time: 1.2438092232, output_fired_time: 1.2218647003, propagate_forward_time: 45.0024108887, propagate_backward_time: 70.8783721924, weight_update_time: 0.1764882505, other_time: 3.1021423340
epoch time: 9.8056612015s, input_fired_time: 0.1551495939, output_fired_time: 0.0000000000, propagate_forward_time: 9.1189727783, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5315389633
validation[          , genome  4653] predictions:    9712/  10000 (97.12%), best:    9744/10000 (97.44%), error:       923.50421, best error:       855.62177 on epoch:    44, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 120.0378494263s, input_fired_time: 1.2288695574, output_fired_time: 1.2232578993, propagate_forward_time: 44.2303352356, propagate_backward_time: 70.2652206421, weight_update_time: 0.1731421500, other_time: 3.0901718140
epoch time: 9.6850852966s, input_fired_time: 0.1556508839, output_fired_time: 0.0000000000, propagate_forward_time: 8.9745740891, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5548601151
validation[          , genome  4653] predictions:    9687/  10000 (96.87%), best:    9744/10000 (97.44%), error:       971.89966, best error:       855.62177 on epoch:    44, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 120.0417480469s, input_fired_time: 1.2241311073, output_fired_time: 1.2111084461, propagate_forward_time: 44.3051261902, propagate_backward_time: 70.2509231567, weight_update_time: 0.1749314070, other_time: 3.0504684448
epoch time: 9.4285469055s, input_fired_time: 0.1541431248, output_fired_time: 0.0000000000, propagate_forward_time: 8.7364025116, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5380010605
validation[          , genome  4653] predictions:    9638/  10000 (96.38%), best:    9744/10000 (97.44%), error:      1126.24463, best error:       855.62177 on epoch:    44, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 117.9379196167s, input_fired_time: 1.2140240669, output_fired_time: 1.1948165894, propagate_forward_time: 43.4280815125, propagate_backward_time: 69.0316772461, weight_update_time: 0.1733585894, other_time: 3.0693206787
epoch time: 9.6113147736s, input_fired_time: 0.1556240469, output_fired_time: 0.0000000000, propagate_forward_time: 8.9186773300, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5370130539
validation[          , genome  4653] predictions:    9722/  10000 (97.22%), best:    9744/10000 (97.44%), error:       905.28473, best error:       855.62177 on epoch:    44, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 120.1203536987s, input_fired_time: 1.2304592133, output_fired_time: 1.2168461084, propagate_forward_time: 44.2821426392, propagate_backward_time: 70.3055648804, weight_update_time: 0.1734496057, other_time: 3.0853424072
epoch time: 9.5211610794s, input_fired_time: 0.1570885032, output_fired_time: 0.0000000000, propagate_forward_time: 8.8118686676, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5522041321
validation[          , genome  4653] predictions:    9706/  10000 (97.06%), best:    9744/10000 (97.44%), error:       928.97711, best error:       855.62177 on epoch:    44, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 118.8999176025s, input_fired_time: 1.2247886658, output_fired_time: 1.2069253922, propagate_forward_time: 43.8252372742, propagate_backward_time: 69.5643615723, weight_update_time: 0.1717442423, other_time: 3.0785980225
epoch time: 9.6530723572s, input_fired_time: 0.1546296477, output_fired_time: 0.0000000000, propagate_forward_time: 8.9504432678, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5479993820
validation[          , genome  4653] predictions:    9721/  10000 (97.21%), best:    9744/10000 (97.44%), error:       937.85309, best error:       855.62177 on epoch:    44, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 119.6921844482s, input_fired_time: 1.2235940695, output_fired_time: 1.2037990093, propagate_forward_time: 44.2047805786, propagate_backward_time: 70.0198135376, weight_update_time: 0.1734947711, other_time: 3.0401992798
epoch time: 9.7751140594s, input_fired_time: 0.1573098898, output_fired_time: 0.0000000000, propagate_forward_time: 9.0823974609, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5354070663
validation[          , genome  4653] predictions:    9682/  10000 (96.82%), best:    9744/10000 (97.44%), error:      1024.57275, best error:       855.62177 on epoch:    44, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 120.4205627441s, input_fired_time: 1.2427196503, output_fired_time: 1.2102546692, propagate_forward_time: 44.5468940735, propagate_backward_time: 70.3582077026, weight_update_time: 0.1736662239, other_time: 3.0624923706
epoch time: 9.7260398865s, input_fired_time: 0.1568389982, output_fired_time: 0.0000000000, propagate_forward_time: 9.0344734192, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5347270966
validation[          , genome  4653] predictions:    9723/  10000 (97.23%), best:    9744/10000 (97.44%), error:       902.67377, best error:       855.62177 on epoch:    44, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 118.3969345093s, input_fired_time: 1.2203370333, output_fired_time: 1.1963185072, propagate_forward_time: 43.8076820374, propagate_backward_time: 69.1452560425, weight_update_time: 0.1714868397, other_time: 3.0273361206
epoch time: 9.6376495361s, input_fired_time: 0.1547104418, output_fired_time: 0.0000000000, propagate_forward_time: 8.9496173859, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5333213806
validation[          , genome  4653] predictions:    9735/  10000 (97.35%), best:    9744/10000 (97.44%), error:       887.17871, best error:       855.62177 on epoch:    44, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 119.2969894409s, input_fired_time: 1.2481448650, output_fired_time: 1.2074965239, propagate_forward_time: 44.0803451538, propagate_backward_time: 69.6595535278, weight_update_time: 0.1731573194, other_time: 3.1014480591
epoch time: 9.7277011871s, input_fired_time: 0.1588568687, output_fired_time: 0.0000000000, propagate_forward_time: 9.0117816925, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5570621490
validation[          , genome  4653] predictions:    9701/  10000 (97.01%), best:    9744/10000 (97.44%), error:       923.61798, best error:       855.62177 on epoch:    44, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 117.1749572754s, input_fired_time: 1.2161275148, output_fired_time: 1.1943048239, propagate_forward_time: 42.8711051941, propagate_backward_time: 68.8116073608, weight_update_time: 0.1709135771, other_time: 3.0818099976
epoch time: 9.6883440018s, input_fired_time: 0.1574397683, output_fired_time: 0.0000000000, propagate_forward_time: 8.9979429245, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5329608917
validation[          , genome  4653] predictions:    9698/  10000 (96.98%), best:    9744/10000 (97.44%), error:       943.01746, best error:       855.62177 on epoch:    44, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 120.1194076538s, input_fired_time: 1.2316871881, output_fired_time: 1.2162908316, propagate_forward_time: 44.3241958618, propagate_backward_time: 70.2818908691, weight_update_time: 0.1719441712, other_time: 3.0653381348
epoch time: 9.1629581451s, input_fired_time: 0.1533108354, output_fired_time: 0.0000000000, propagate_forward_time: 8.4588193893, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5508279800
validation[          , genome  4653] predictions:    9697/  10000 (96.97%), best:    9744/10000 (97.44%), error:       977.12964, best error:       855.62177 on epoch:    44, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 119.9051666260s, input_fired_time: 1.2238297462, output_fired_time: 1.2050899267, propagate_forward_time: 44.2140541077, propagate_backward_time: 70.2838668823, weight_update_time: 0.1716888398, other_time: 2.9783248901
epoch time: 9.6605863571s, input_fired_time: 0.1588675976, output_fired_time: 0.0000000000, propagate_forward_time: 8.9450063705, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5567121506
validation[          , genome  4653] predictions:    9676/  10000 (96.76%), best:    9744/10000 (97.44%), error:       993.10681, best error:       855.62177 on epoch:    44, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 118.2416763306s, input_fired_time: 1.2346374989, output_fired_time: 1.2004514933, propagate_forward_time: 43.5574760437, propagate_backward_time: 69.1587371826, weight_update_time: 0.1722280085, other_time: 3.0903778076
epoch time: 9.7564554214s, input_fired_time: 0.1589796692, output_fired_time: 0.0000000000, propagate_forward_time: 9.0582962036, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5391798019
validation[          , genome  4653] predictions:    9705/  10000 (97.05%), best:    9744/10000 (97.44%), error:       935.42999, best error:       855.62177 on epoch:    44, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 120.2624893188s, input_fired_time: 1.2315942049, output_fired_time: 1.2162603140, propagate_forward_time: 44.5254402161, propagate_backward_time: 70.2662963867, weight_update_time: 0.1724962592, other_time: 3.0228881836
epoch time: 9.5248756409s, input_fired_time: 0.1579209268, output_fired_time: 0.0000000000, propagate_forward_time: 8.8124303818, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5545244217
validation[          , genome  4653] predictions:    9697/  10000 (96.97%), best:    9744/10000 (97.44%), error:       920.45227, best error:       855.62177 on epoch:    44, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 119.0617828369s, input_fired_time: 1.2349083424, output_fired_time: 1.2086342573, propagate_forward_time: 43.9520645142, propagate_backward_time: 69.6013488770, weight_update_time: 0.1716370881, other_time: 3.0648269653
epoch time: 9.6075000763s, input_fired_time: 0.1594844908, output_fired_time: 0.0000000000, propagate_forward_time: 8.9088983536, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5391168594
validation[          , genome  4653] predictions:    9727/  10000 (97.27%), best:    9744/10000 (97.44%), error:       899.18365, best error:       855.62177 on epoch:    44, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 118.8916473389s, input_fired_time: 1.2316825390, output_fired_time: 1.2068904638, propagate_forward_time: 43.6945571899, propagate_backward_time: 69.6585617065, weight_update_time: 0.1738963723, other_time: 3.0999526978
epoch time: 9.2895069122s, input_fired_time: 0.1591377109, output_fired_time: 0.0000000000, propagate_forward_time: 8.5619554520, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5684137344
validation[          , genome  4653] predictions:    9692/  10000 (96.92%), best:    9744/10000 (97.44%), error:      1017.68146, best error:       855.62177 on epoch:    44, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 120.8890228271s, input_fired_time: 1.2390745878, output_fired_time: 1.2117426395, propagate_forward_time: 44.7811470032, propagate_backward_time: 70.6229019165, weight_update_time: 0.1738821566, other_time: 3.0341567993
epoch time: 9.6980152130s, input_fired_time: 0.1612215489, output_fired_time: 0.0000000000, propagate_forward_time: 8.9952077866, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5415859222
validation[          , genome  4653] predictions:    9727/  10000 (97.27%), best:    9744/10000 (97.44%), error:       901.63879, best error:       855.62177 on epoch:    44, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 118.9527893066s, input_fired_time: 1.2271692753, output_fired_time: 1.2097611427, propagate_forward_time: 43.7110748291, propagate_backward_time: 69.7202301025, weight_update_time: 0.1709651798, other_time: 3.0845489502
epoch time: 9.4069156647s, input_fired_time: 0.1569975168, output_fired_time: 0.0000000000, propagate_forward_time: 8.7138490677, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5360689163
validation[          , genome  4653] predictions:    9698/  10000 (96.98%), best:    9744/10000 (97.44%), error:       958.19153, best error:       855.62177 on epoch:    44, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 118.0995788574s, input_fired_time: 1.2302280664, output_fired_time: 1.1961228848, propagate_forward_time: 43.4912948608, propagate_backward_time: 69.1096572876, weight_update_time: 0.1706368029, other_time: 3.0722808838
epoch time: 9.6058750153s, input_fired_time: 0.1567787528, output_fired_time: 0.0000000000, propagate_forward_time: 8.9112262726, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5378704071
validation[          , genome  4653] predictions:    9726/  10000 (97.26%), best:    9744/10000 (97.44%), error:       893.13519, best error:       855.62177 on epoch:    44, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 119.0113601685s, input_fired_time: 1.2179378271, output_fired_time: 1.1960948706, propagate_forward_time: 44.0811996460, propagate_backward_time: 69.5592575073, weight_update_time: 0.1690185368, other_time: 2.9568634033
epoch time: 8.9778537750s, input_fired_time: 0.1564877480, output_fired_time: 0.0000000000, propagate_forward_time: 8.2492170334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5721492767
validation[          , genome  4653] predictions:    9727/  10000 (97.27%), best:    9744/10000 (97.44%), error:       909.69037, best error:       855.62177 on epoch:    44, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 120.5485076904s, input_fired_time: 1.2405679226, output_fired_time: 1.2178106308, propagate_forward_time: 44.6362419128, propagate_backward_time: 70.3871383667, weight_update_time: 0.1722695231, other_time: 3.0667495728
epoch time: 9.7140054703s, input_fired_time: 0.1618125141, output_fired_time: 0.0000000000, propagate_forward_time: 9.0012741089, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5509185791
validation[          , genome  4653] predictions:    9741/  10000 (97.41%), best:    9744/10000 (97.44%), error:       883.36487, best error:       855.62177 on epoch:    44, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 119.9173355103s, input_fired_time: 1.2383092642, output_fired_time: 1.2153779268, propagate_forward_time: 44.2364730835, propagate_backward_time: 70.1828994751, weight_update_time: 0.1715772599, other_time: 3.0442733765
epoch time: 9.8342256546s, input_fired_time: 0.1589747220, output_fired_time: 0.0000000000, propagate_forward_time: 9.1324710846, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5427799225
validation[          , genome  4653] predictions:    9712/  10000 (97.12%), best:    9744/10000 (97.44%), error:       902.52228, best error:       855.62177 on epoch:    44, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 118.1403198242s, input_fired_time: 1.2313003540, output_fired_time: 1.2036569118, propagate_forward_time: 43.5033378601, propagate_backward_time: 69.0842895508, weight_update_time: 0.1717634052, other_time: 3.1177368164
epoch time: 9.7179756165s, input_fired_time: 0.1600133479, output_fired_time: 0.0000000000, propagate_forward_time: 9.0072355270, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5507268906
validation[          , genome  4653] predictions:    9717/  10000 (97.17%), best:    9744/10000 (97.44%), error:       903.09772, best error:       855.62177 on epoch:    44, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 121.1499633789s, input_fired_time: 1.2462029457, output_fired_time: 1.2161582708, propagate_forward_time: 45.0277366638, propagate_backward_time: 70.6075134277, weight_update_time: 0.1738013476, other_time: 3.0523529053
epoch time: 9.2296991348s, input_fired_time: 0.1554358006, output_fired_time: 0.0000000000, propagate_forward_time: 8.5131845474, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5610790253
validation[          , genome  4653] predictions:    9719/  10000 (97.19%), best:    9744/10000 (97.44%), error:       888.32623, best error:       855.62177 on epoch:    44, epoch:  100/100, mu: 0.9870989323, learning_rate: 0.0000740065, weight_decay: 0.0000029603

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 48.2584953308s, input_fired_time: 0.7774577141, output_fired_time: 0.0000000000, propagate_forward_time: 44.6178398132, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8631973267
best training[          , genome  4653] predictions:   49289/  50000 (98.58%), best:    9744/10000 (97.44%), error:      2510.40479, best error:       855.62177 on epoch:    44, 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: 9.7154970169s, input_fired_time: 0.1514218450, output_fired_time: 0.0000000000, propagate_forward_time: 9.0227537155, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5413217545
   testing[          , genome  4653] predictions:    9775/  10000 (97.75%), best:    9744/10000 (97.44%), error:       714.78088, best error:       855.62177 on epoch:    44, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
11:33:06 (3768): called boinc_finish(0)

</stderr_txt>
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