Nameexact_genome_1512568488_44_7051_1
Workunit2606579
Created7 Dec 2017, 23:35:12 UTC
Sent7 Dec 2017, 23:44:09 UTC
Report deadline15 Dec 2017, 6:09:38 UTC
Received8 Dec 2017, 15:25:19 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID66479
Run time4 hours 39 min 50 sec
CPU time4 hours 36 min 5 sec
Validate stateValid
Credit1,816.92
Device peak FLOPS2.49 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size156.75 MB
Peak swap size155.16 MB
Peak disk usage1.93 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
000 (96.35%), best:    9653/10000 (96.53%), error:      1257.52246, best error:      1150.56128 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 152.0773162842s, input_fired_time: 1.6493504047, output_fired_time: 1.6829966307, propagate_forward_time: 57.0275726318, propagate_backward_time: 88.0472106934, weight_update_time: 0.2061967403, other_time: 3.6701812744
epoch time: 12.2579135895s, input_fired_time: 0.2046914548, output_fired_time: 0.0000000000, propagate_forward_time: 11.3780117035, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6752099991
validation[          , genome  7051] predictions:    9637/  10000 (96.37%), best:    9653/10000 (96.53%), error:      1222.83569, best error:      1150.56128 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 152.1794891357s, input_fired_time: 1.6517523527, output_fired_time: 1.6953111887, propagate_forward_time: 56.6281356812, propagate_backward_time: 88.4648513794, weight_update_time: 0.2046056837, other_time: 3.7394409180
epoch time: 11.8195705414s, input_fired_time: 0.1958455592, output_fired_time: 0.0000000000, propagate_forward_time: 10.9839611053, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6397638321
validation[          , genome  7051] predictions:    9663/  10000 (96.63%), best:    9653/10000 (96.53%), error:      1225.26221, best error:      1150.56128 on epoch:    12, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 153.0196228027s, input_fired_time: 1.6529767513, output_fired_time: 1.7004188299, propagate_forward_time: 57.0729751587, propagate_backward_time: 88.9586486816, weight_update_time: 0.2050775290, other_time: 3.6346054077
epoch time: 11.8215065002s, input_fired_time: 0.1984442919, output_fired_time: 0.0000000000, propagate_forward_time: 10.9664363861, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6566257477
validation[          , genome  7051] predictions:    9666/  10000 (96.66%), best:    9653/10000 (96.53%), error:      1168.53979, best error:      1150.56128 on epoch:    12, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 148.1708221436s, input_fired_time: 1.6255519390, output_fired_time: 1.6394765377, propagate_forward_time: 55.3563079834, propagate_backward_time: 85.9595031738, weight_update_time: 0.2016881555, other_time: 3.5899810791
epoch time: 12.1219272614s, input_fired_time: 0.2015202641, output_fired_time: 0.0000000000, propagate_forward_time: 11.2636127472, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6567945480
validation[          , genome  7051] predictions:    9639/  10000 (96.39%), best:    9653/10000 (96.53%), error:      1272.49304, best error:      1150.56128 on epoch:    12, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 151.8556365967s, input_fired_time: 1.6444164515, output_fired_time: 1.6851938963, propagate_forward_time: 56.4229507446, propagate_backward_time: 88.4590759277, weight_update_time: 0.2055334151, other_time: 3.6440048218
epoch time: 11.3975067139s, input_fired_time: 0.1940897256, output_fired_time: 0.0000000000, propagate_forward_time: 10.5680198669, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6353969574
validation[          , genome  7051] predictions:    9645/  10000 (96.45%), best:    9653/10000 (96.53%), error:      1186.90100, best error:      1150.56128 on epoch:    12, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 151.4484252930s, input_fired_time: 1.6487845182, output_fired_time: 1.6931155920, propagate_forward_time: 56.4185218811, propagate_backward_time: 88.0284957886, weight_update_time: 0.2044520825, other_time: 3.6595077515
epoch time: 12.0431547165s, input_fired_time: 0.2032609433, output_fired_time: 0.0000000000, propagate_forward_time: 11.1929740906, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6469192505
validation[          , genome  7051] predictions:    9658/  10000 (96.58%), best:    9653/10000 (96.53%), error:      1160.24487, best error:      1150.56128 on epoch:    12, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 151.8096008301s, input_fired_time: 1.6490302086, output_fired_time: 1.6761146784, propagate_forward_time: 56.6700477600, propagate_backward_time: 88.1900405884, weight_update_time: 0.2052707821, other_time: 3.6243667603
epoch time: 12.3538770676s, input_fired_time: 0.2063279897, output_fired_time: 0.0000000000, propagate_forward_time: 11.4930438995, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6545047760
validation[          , genome  7051] predictions:    9649/  10000 (96.49%), best:    9653/10000 (96.53%), error:      1161.16089, best error:      1150.56128 on epoch:    12, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 151.3983001709s, input_fired_time: 1.6435164213, output_fired_time: 1.6864575148, propagate_forward_time: 56.3480758667, propagate_backward_time: 88.0882873535, weight_update_time: 0.2051731497, other_time: 3.6319656372
epoch time: 12.0733823776s, input_fired_time: 0.2040275931, output_fired_time: 0.0000000000, propagate_forward_time: 11.1980972290, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6712579727
validation[          , genome  7051] predictions:    9648/  10000 (96.48%), best:    9653/10000 (96.53%), error:      1208.14624, best error:      1150.56128 on epoch:    12, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 151.3682403564s, input_fired_time: 1.6482324600, output_fired_time: 1.6856266260, propagate_forward_time: 56.3801765442, propagate_backward_time: 88.0158920288, weight_update_time: 0.2036225796, other_time: 3.6383132935
epoch time: 11.4204397202s, input_fired_time: 0.1962138563, output_fired_time: 0.0000000000, propagate_forward_time: 10.5784854889, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6457405090
validation[          , genome  7051] predictions:    9652/  10000 (96.52%), best:    9653/10000 (96.53%), error:      1179.72925, best error:      1150.56128 on epoch:    12, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 152.0357666016s, input_fired_time: 1.6580489874, output_fired_time: 1.6883331537, propagate_forward_time: 56.6347389221, propagate_backward_time: 88.4025039673, weight_update_time: 0.2042611092, other_time: 3.6521377563
epoch time: 12.4495944977s, input_fired_time: 0.2051673681, output_fired_time: 0.0000000000, propagate_forward_time: 11.5872230530, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6572036743
validation[          , genome  7051] predictions:    9687/  10000 (96.87%), best:    9687/10000 (96.87%), error:      1120.75537, best error:      1120.75537 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 151.3199157715s, input_fired_time: 1.6514585018, output_fired_time: 1.6892123222, propagate_forward_time: 56.3549880981, propagate_backward_time: 87.9529571533, weight_update_time: 0.2051386088, other_time: 3.6713027954
epoch time: 12.0635499954s, input_fired_time: 0.2013439238, output_fired_time: 0.0000000000, propagate_forward_time: 11.2119474411, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6502590179
validation[          , genome  7051] predictions:    9650/  10000 (96.50%), best:    9687/10000 (96.87%), error:      1152.53967, best error:      1120.75537 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 152.8352203369s, input_fired_time: 1.6563594341, output_fired_time: 1.6985068321, propagate_forward_time: 56.8110160828, propagate_backward_time: 89.0166397095, weight_update_time: 0.2052200586, other_time: 3.6527023315
epoch time: 12.1085014343s, input_fired_time: 0.2034457177, output_fired_time: 0.0000000000, propagate_forward_time: 11.2555561066, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6494998932
validation[          , genome  7051] predictions:    9580/  10000 (95.80%), best:    9687/10000 (96.87%), error:      1376.49060, best error:      1120.75537 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 152.5696411133s, input_fired_time: 1.6554412842, output_fired_time: 1.6912629604, propagate_forward_time: 56.6896820068, propagate_backward_time: 88.8641586304, weight_update_time: 0.2050570101, other_time: 3.6690902710
epoch time: 12.3688907623s, input_fired_time: 0.2059486955, output_fired_time: 0.0000000000, propagate_forward_time: 11.5040454865, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6588964462
validation[          , genome  7051] predictions:    9688/  10000 (96.88%), best:    9687/10000 (96.87%), error:      1120.90015, best error:      1120.75537 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 151.3747406006s, input_fired_time: 1.6432396173, output_fired_time: 1.6755015850, propagate_forward_time: 56.1157188416, propagate_backward_time: 88.2297439575, weight_update_time: 0.2052164227, other_time: 3.7105331421
epoch time: 12.1652965546s, input_fired_time: 0.2036696374, output_fired_time: 0.0000000000, propagate_forward_time: 11.3044214249, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6572055817
validation[          , genome  7051] predictions:    9651/  10000 (96.51%), best:    9687/10000 (96.87%), error:      1172.43127, best error:      1120.75537 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 151.2454376221s, input_fired_time: 1.6429584026, output_fired_time: 1.6806254387, propagate_forward_time: 56.1297454834, propagate_backward_time: 88.1136322021, weight_update_time: 0.2044564933, other_time: 3.6784820557
epoch time: 11.8795871735s, input_fired_time: 0.1999561191, output_fired_time: 0.0000000000, propagate_forward_time: 11.0359058380, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6437253952
validation[          , genome  7051] predictions:    9677/  10000 (96.77%), best:    9677/10000 (96.77%), error:      1113.40332, best error:      1113.40332 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 151.4360046387s, input_fired_time: 1.6845839024, output_fired_time: 1.6868814230, propagate_forward_time: 56.4529991150, propagate_backward_time: 87.9146804810, weight_update_time: 0.2033969611, other_time: 3.6968612671
epoch time: 12.1078968048s, input_fired_time: 0.2037284374, output_fired_time: 0.0000000000, propagate_forward_time: 11.2572193146, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6469488144
validation[          , genome  7051] predictions:    9648/  10000 (96.48%), best:    9677/10000 (96.77%), error:      1171.47815, best error:      1113.40332 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 151.4515075684s, input_fired_time: 1.6568285227, output_fired_time: 1.6714037657, propagate_forward_time: 56.6256332397, propagate_backward_time: 87.8488616943, weight_update_time: 0.2057186663, other_time: 3.6487808228
epoch time: 12.3632774353s, input_fired_time: 0.2043873966, output_fired_time: 0.0000000000, propagate_forward_time: 11.5203866959, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6385030746
validation[          , genome  7051] predictions:    9701/  10000 (97.01%), best:    9701/10000 (97.01%), error:      1076.24915, best error:      1076.24915 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 152.0533599854s, input_fired_time: 1.6558221579, output_fired_time: 1.6838604212, propagate_forward_time: 56.5898437500, propagate_backward_time: 88.4036636353, weight_update_time: 0.2055270672, other_time: 3.7201766968
epoch time: 11.8266391754s, input_fired_time: 0.1998039782, output_fired_time: 0.0000000000, propagate_forward_time: 10.9869861603, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6398487091
validation[          , genome  7051] predictions:    9705/  10000 (97.05%), best:    9705/10000 (97.05%), error:      1036.32312, best error:      1036.32312 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 151.1040191650s, input_fired_time: 1.6540528536, output_fired_time: 1.6780251265, propagate_forward_time: 56.2740020752, propagate_backward_time: 87.8549270630, weight_update_time: 0.2045615166, other_time: 3.6430130005
epoch time: 12.4559354782s, input_fired_time: 0.2064027935, output_fired_time: 0.0000000000, propagate_forward_time: 11.5987348557, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6507978439
validation[          , genome  7051] predictions:    9665/  10000 (96.65%), best:    9705/10000 (97.05%), error:      1170.85034, best error:      1036.32312 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 152.2155151367s, input_fired_time: 1.6541687250, output_fired_time: 1.6823344231, propagate_forward_time: 56.7538986206, propagate_backward_time: 88.4375610352, weight_update_time: 0.2044083923, other_time: 3.6875534058
epoch time: 12.3853969574s, input_fired_time: 0.2058035582, output_fired_time: 0.0000000000, propagate_forward_time: 11.5254945755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6540985107
validation[          , genome  7051] predictions:    9682/  10000 (96.82%), best:    9705/10000 (97.05%), error:      1086.77527, best error:      1036.32312 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 151.1184844971s, input_fired_time: 1.6518656015, output_fired_time: 1.6743063927, propagate_forward_time: 56.2958488464, propagate_backward_time: 87.8381423950, weight_update_time: 0.2050432712, other_time: 3.6583175659
epoch time: 11.7960968018s, input_fired_time: 0.2009357065, output_fired_time: 0.0000000000, propagate_forward_time: 10.9436178207, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6515436172
validation[          , genome  7051] predictions:    9672/  10000 (96.72%), best:    9705/10000 (97.05%), error:      1111.60510, best error:      1036.32312 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 152.9349517822s, input_fired_time: 1.6635583639, output_fired_time: 1.6953840256, propagate_forward_time: 57.0232505798, propagate_backward_time: 88.9275436401, weight_update_time: 0.2056865543, other_time: 3.6252059937
epoch time: 12.6544828415s, input_fired_time: 0.2095423937, output_fired_time: 0.0000000000, propagate_forward_time: 11.7867145538, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6582260132
validation[          , genome  7051] predictions:    9632/  10000 (96.32%), best:    9705/10000 (97.05%), error:      1215.93164, best error:      1036.32312 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 149.5925140381s, input_fired_time: 1.6472063065, output_fired_time: 1.6596800089, propagate_forward_time: 55.7656517029, propagate_backward_time: 86.8418731689, weight_update_time: 0.2033599168, other_time: 3.6781005859
epoch time: 12.3459081650s, input_fired_time: 0.2065345943, output_fired_time: 0.0000000000, propagate_forward_time: 11.4707174301, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6686563492
validation[          , genome  7051] predictions:    9661/  10000 (96.61%), best:    9705/10000 (97.05%), error:      1148.43115, best error:      1036.32312 on epoch:    32, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 153.2199707031s, input_fired_time: 1.6689662933, output_fired_time: 1.6949079037, propagate_forward_time: 57.1750717163, propagate_backward_time: 89.0329437256, weight_update_time: 0.2069830745, other_time: 3.6480941772
epoch time: 12.2723207474s, input_fired_time: 0.2078029662, output_fired_time: 0.0000000000, propagate_forward_time: 11.3751001358, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6894178391
validation[          , genome  7051] predictions:    9691/  10000 (96.91%), best:    9705/10000 (97.05%), error:      1079.70190, best error:      1036.32312 on epoch:    32, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 150.4629669189s, input_fired_time: 1.6489273310, output_fired_time: 1.6644402742, propagate_forward_time: 55.9685173035, propagate_backward_time: 87.5289154053, weight_update_time: 0.2035170496, other_time: 3.6521606445
epoch time: 11.8624725342s, input_fired_time: 0.2027899921, output_fired_time: 0.0000000000, propagate_forward_time: 10.9766426086, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6830396652
validation[          , genome  7051] predictions:    9686/  10000 (96.86%), best:    9705/10000 (97.05%), error:      1082.29834, best error:      1036.32312 on epoch:    32, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 150.6808013916s, input_fired_time: 1.6530709267, output_fired_time: 1.6735126972, propagate_forward_time: 56.0926170349, propagate_backward_time: 87.6102142334, weight_update_time: 0.2042005211, other_time: 3.6513824463
epoch time: 12.1666126251s, input_fired_time: 0.2074085474, output_fired_time: 0.0000000000, propagate_forward_time: 11.2631816864, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6960220337
validation[          , genome  7051] predictions:    9581/  10000 (95.81%), best:    9705/10000 (97.05%), error:      1384.77173, best error:      1036.32312 on epoch:    32, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 149.6992340088s, input_fired_time: 1.6428922415, output_fired_time: 1.6713324785, propagate_forward_time: 55.4954032898, propagate_backward_time: 87.2542648315, weight_update_time: 0.2031040490, other_time: 3.6353378296
epoch time: 11.8658332825s, input_fired_time: 0.2013746053, output_fired_time: 0.0000000000, propagate_forward_time: 11.0011911392, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6632671356
validation[          , genome  7051] predictions:    9659/  10000 (96.59%), best:    9705/10000 (97.05%), error:      1117.19836, best error:      1036.32312 on epoch:    32, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 151.7786254883s, input_fired_time: 1.6583147049, output_fired_time: 1.6784563065, propagate_forward_time: 56.6322021484, propagate_backward_time: 88.1856155396, weight_update_time: 0.2064002305, other_time: 3.6240463257
epoch time: 12.3173313141s, input_fired_time: 0.2073911577, output_fired_time: 0.0000000000, propagate_forward_time: 11.4360628128, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6738777161
validation[          , genome  7051] predictions:    9688/  10000 (96.88%), best:    9705/10000 (97.05%), error:      1064.13220, best error:      1036.32312 on epoch:    32, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 150.5579986572s, input_fired_time: 1.6569856405, output_fired_time: 1.6763010025, propagate_forward_time: 55.8292541504, propagate_backward_time: 87.6886215210, weight_update_time: 0.2037347555, other_time: 3.7068405151
epoch time: 12.1878776550s, input_fired_time: 0.2064798325, output_fired_time: 0.0000000000, propagate_forward_time: 11.3287677765, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6526298523
validation[          , genome  7051] predictions:    9662/  10000 (96.62%), best:    9705/10000 (97.05%), error:      1174.23254, best error:      1036.32312 on epoch:    32, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 147.9071807861s, input_fired_time: 1.6393173933, output_fired_time: 1.6418377161, propagate_forward_time: 55.0318222046, propagate_backward_time: 85.9860763550, weight_update_time: 0.2004942745, other_time: 3.6081390381
epoch time: 12.3359365463s, input_fired_time: 0.2068293244, output_fired_time: 0.0000000000, propagate_forward_time: 11.4769039154, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6522035599
validation[          , genome  7051] predictions:    9676/  10000 (96.76%), best:    9705/10000 (97.05%), error:      1049.25842, best error:      1036.32312 on epoch:    32, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 150.5341949463s, input_fired_time: 1.6633609533, output_fired_time: 1.6655807495, propagate_forward_time: 56.2814712524, propagate_backward_time: 87.2944869995, weight_update_time: 0.2028168142, other_time: 3.6293029785
epoch time: 12.1670293808s, input_fired_time: 0.2036562860, output_fired_time: 0.0000000000, propagate_forward_time: 11.3092794418, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6540937424
validation[          , genome  7051] predictions:    9650/  10000 (96.50%), best:    9705/10000 (97.05%), error:      1207.81738, best error:      1036.32312 on epoch:    32, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 150.9277954102s, input_fired_time: 1.6601698399, output_fired_time: 1.6776567698, propagate_forward_time: 56.1399765015, propagate_backward_time: 87.7789459229, weight_update_time: 0.2032735795, other_time: 3.6710433960
epoch time: 12.4169263840s, input_fired_time: 0.2076561004, output_fired_time: 0.0000000000, propagate_forward_time: 11.5439634323, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6653070450
validation[          , genome  7051] predictions:    9691/  10000 (96.91%), best:    9705/10000 (97.05%), error:      1046.06189, best error:      1036.32312 on epoch:    32, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 151.7192535400s, input_fired_time: 1.6629039049, output_fired_time: 1.6842473745, propagate_forward_time: 56.5574188232, propagate_backward_time: 88.0914459229, weight_update_time: 0.2038446814, other_time: 3.7232360840
epoch time: 12.0362834930s, input_fired_time: 0.2053441107, output_fired_time: 0.0000000000, propagate_forward_time: 11.1800117493, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6509275436
validation[          , genome  7051] predictions:    9665/  10000 (96.65%), best:    9705/10000 (97.05%), error:      1110.88721, best error:      1036.32312 on epoch:    32, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 153.8079223633s, input_fired_time: 1.6774338484, output_fired_time: 1.7053552866, propagate_forward_time: 57.2082672119, propagate_backward_time: 89.5564956665, weight_update_time: 0.2073742151, other_time: 3.6603775024
epoch time: 12.0184650421s, input_fired_time: 0.2053926140, output_fired_time: 0.0000000000, propagate_forward_time: 11.1573362350, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6557359695
validation[          , genome  7051] predictions:    9710/  10000 (97.10%), best:    9710/10000 (97.10%), error:      1027.87341, best error:      1027.87341 on epoch:    48, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 151.9060058594s, input_fired_time: 1.6644357443, output_fired_time: 1.6856436729, propagate_forward_time: 56.4445953369, propagate_backward_time: 88.4253082275, weight_update_time: 0.2060466856, other_time: 3.6860351563
epoch time: 12.1585311890s, input_fired_time: 0.2065965086, output_fired_time: 0.0000000000, propagate_forward_time: 11.2779846191, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6739501953
validation[          , genome  7051] predictions:    9655/  10000 (96.55%), best:    9710/10000 (97.10%), error:      1158.84167, best error:      1027.87341 on epoch:    48, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 150.3061523438s, input_fired_time: 1.6613205671, output_fired_time: 1.6677227020, propagate_forward_time: 55.8306045532, propagate_backward_time: 87.4997406006, weight_update_time: 0.2030001581, other_time: 3.6467666626
epoch time: 12.1079912186s, input_fired_time: 0.2047885209, output_fired_time: 0.0000000000, propagate_forward_time: 11.2504415512, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6527614594
validation[          , genome  7051] predictions:    9643/  10000 (96.43%), best:    9710/10000 (97.10%), error:      1204.90747, best error:      1027.87341 on epoch:    48, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 151.8214111328s, input_fired_time: 1.6688199043, output_fired_time: 1.6759141684, propagate_forward_time: 56.5538253784, propagate_backward_time: 88.2318115234, weight_update_time: 0.2055265605, other_time: 3.6910324097
epoch time: 12.5295076370s, input_fired_time: 0.2110058367, output_fired_time: 0.0000000000, propagate_forward_time: 11.6536989212, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6648025513
validation[          , genome  7051] predictions:    9691/  10000 (96.91%), best:    9710/10000 (97.10%), error:      1055.44885, best error:      1027.87341 on epoch:    48, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 152.4716491699s, input_fired_time: 1.6751002073, output_fired_time: 1.6913367510, propagate_forward_time: 56.9002494812, propagate_backward_time: 88.5468750000, weight_update_time: 0.2061633319, other_time: 3.6580963135
epoch time: 12.2920656204s, input_fired_time: 0.2104212493, output_fired_time: 0.0000000000, propagate_forward_time: 11.4273719788, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6542720795
validation[          , genome  7051] predictions:    9682/  10000 (96.82%), best:    9710/10000 (97.10%), error:      1102.20483, best error:      1027.87341 on epoch:    48, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 150.8058013916s, input_fired_time: 1.6599627733, output_fired_time: 1.6721566916, propagate_forward_time: 56.1046600342, propagate_backward_time: 87.7531433105, weight_update_time: 0.2027727664, other_time: 3.6158905029
epoch time: 12.0028667450s, input_fired_time: 0.2059388012, output_fired_time: 0.0000000000, propagate_forward_time: 11.1337537766, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6631746292
validation[          , genome  7051] predictions:    9665/  10000 (96.65%), best:    9710/10000 (97.10%), error:      1146.12732, best error:      1027.87341 on epoch:    48, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 149.2550964355s, input_fired_time: 1.6536049843, output_fired_time: 1.6435949802, propagate_forward_time: 55.4772644043, propagate_backward_time: 86.8254470825, weight_update_time: 0.2029591650, other_time: 3.6551742554
epoch time: 12.2145023346s, input_fired_time: 0.2057043016, output_fired_time: 0.0000000000, propagate_forward_time: 11.3682718277, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6405258179
validation[          , genome  7051] predictions:    9643/  10000 (96.43%), best:    9710/10000 (97.10%), error:      1186.53979, best error:      1027.87341 on epoch:    48, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 150.3812103271s, input_fired_time: 1.6624391079, output_fired_time: 1.6704955101, propagate_forward_time: 56.0476837158, propagate_backward_time: 87.3582763672, weight_update_time: 0.2032673061, other_time: 3.6423034668
epoch time: 11.8998727798s, input_fired_time: 0.2031701952, output_fired_time: 0.0000000000, propagate_forward_time: 11.0674381256, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6292648315
validation[          , genome  7051] predictions:    9713/  10000 (97.13%), best:    9713/10000 (97.13%), error:      1010.03241, best error:      1010.03241 on epoch:    55, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 151.1990051270s, input_fired_time: 1.6595635414, output_fired_time: 1.6732424498, propagate_forward_time: 56.1493148804, propagate_backward_time: 88.0907974243, weight_update_time: 0.2033754885, other_time: 3.6260833740
epoch time: 11.7777080536s, input_fired_time: 0.2038259655, output_fired_time: 0.0000000000, propagate_forward_time: 10.9388141632, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6350679398
validation[          , genome  7051] predictions:    9707/  10000 (97.07%), best:    9713/10000 (97.13%), error:      1013.51367, best error:      1010.03241 on epoch:    55, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 152.3161010742s, input_fired_time: 1.6803090572, output_fired_time: 1.6973357201, propagate_forward_time: 56.7133903503, propagate_backward_time: 88.5183334351, weight_update_time: 0.2063152641, other_time: 3.7067184448
epoch time: 12.4047679901s, input_fired_time: 0.2099724710, output_fired_time: 0.0000000000, propagate_forward_time: 11.5364999771, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6582956314
validation[          , genome  7051] predictions:    9694/  10000 (96.94%), best:    9713/10000 (97.13%), error:      1018.09100, best error:      1010.03241 on epoch:    55, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 151.4921722412s, input_fired_time: 1.6622802019, output_fired_time: 1.6862858534, propagate_forward_time: 55.8216209412, propagate_backward_time: 88.6342468262, weight_update_time: 0.2043152601, other_time: 3.6877441406
epoch time: 12.6505498886s, input_fired_time: 0.2128285468, output_fired_time: 0.0000000000, propagate_forward_time: 11.7488317490, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6888895035
validation[          , genome  7051] predictions:    9679/  10000 (96.79%), best:    9713/10000 (97.13%), error:      1081.63965, best error:      1010.03241 on epoch:    55, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 150.5522918701s, input_fired_time: 1.6659713984, output_fired_time: 1.6695393324, propagate_forward_time: 56.1144256592, propagate_backward_time: 87.4761657715, weight_update_time: 0.2024387717, other_time: 3.6261901855
epoch time: 12.2450571060s, input_fired_time: 0.2101451904, output_fired_time: 0.0000000000, propagate_forward_time: 11.3785238266, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6563882828
validation[          , genome  7051] predictions:    9701/  10000 (97.01%), best:    9713/10000 (97.13%), error:      1058.04919, best error:      1010.03241 on epoch:    55, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 150.1945190430s, input_fired_time: 1.6695901155, output_fired_time: 1.6735064983, propagate_forward_time: 55.9116592407, propagate_backward_time: 87.2733001709, weight_update_time: 0.2037939429, other_time: 3.6664657593
epoch time: 12.2132148743s, input_fired_time: 0.2111986279, output_fired_time: 0.0000000000, propagate_forward_time: 11.3540287018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6479873657
validation[          , genome  7051] predictions:    9678/  10000 (96.78%), best:    9713/10000 (97.13%), error:      1095.58215, best error:      1010.03241 on epoch:    55, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 151.3111267090s, input_fired_time: 1.6662342548, output_fired_time: 1.6726013422, propagate_forward_time: 56.1563110352, propagate_backward_time: 88.1595535278, weight_update_time: 0.2040005177, other_time: 3.6564254761
epoch time: 12.2347478867s, input_fired_time: 0.2103780210, output_fired_time: 0.0000000000, propagate_forward_time: 11.3768301010, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6475400925
validation[          , genome  7051] predictions:    9713/  10000 (97.13%), best:    9713/10000 (97.13%), error:       993.77795, best error:       993.77795 on epoch:    61, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 151.4362182617s, input_fired_time: 1.6760511398, output_fired_time: 1.6806433201, propagate_forward_time: 56.4412345886, propagate_backward_time: 88.0062713623, weight_update_time: 0.2054208368, other_time: 3.6320037842
epoch time: 11.0653171539s, input_fired_time: 0.1949472278, output_fired_time: 0.0000000000, propagate_forward_time: 10.2477903366, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6225795746
validation[          , genome  7051] predictions:    9689/  10000 (96.89%), best:    9713/10000 (97.13%), error:      1027.73877, best error:       993.77795 on epoch:    61, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 150.9914855957s, input_fired_time: 1.6672542095, output_fired_time: 1.6676983833, propagate_forward_time: 56.0069694519, propagate_backward_time: 87.9896469116, weight_update_time: 0.2035432756, other_time: 3.6599197388
epoch time: 12.2068433762s, input_fired_time: 0.2083292007, output_fired_time: 0.0000000000, propagate_forward_time: 11.3184690475, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6800451279
validation[          , genome  7051] predictions:    9685/  10000 (96.85%), best:    9713/10000 (97.13%), error:      1061.98047, best error:       993.77795 on epoch:    61, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 151.6800689697s, input_fired_time: 1.6761658192, output_fired_time: 1.6746406555, propagate_forward_time: 56.5492897034, propagate_backward_time: 88.1474227905, weight_update_time: 0.2047080398, other_time: 3.6325607300
epoch time: 12.2267847061s, input_fired_time: 0.2089672238, output_fired_time: 0.0000000000, propagate_forward_time: 11.3614616394, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6563558578
validation[          , genome  7051] predictions:    9692/  10000 (96.92%), best:    9713/10000 (97.13%), error:      1054.08203, best error:       993.77795 on epoch:    61, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 151.9207763672s, input_fired_time: 1.6750319004, output_fired_time: 1.6844576597, propagate_forward_time: 56.4813308716, propagate_backward_time: 88.3941116333, weight_update_time: 0.2047560662, other_time: 3.6858367920
epoch time: 11.3938293457s, input_fired_time: 0.1996391714, output_fired_time: 0.0000000000, propagate_forward_time: 10.5571804047, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6370096207
validation[          , genome  7051] predictions:    9633/  10000 (96.33%), best:    9713/10000 (97.13%), error:      1159.08655, best error:       993.77795 on epoch:    61, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 151.3579406738s, input_fired_time: 1.6769160032, output_fired_time: 1.6808267832, propagate_forward_time: 56.3610267639, propagate_backward_time: 88.0203170776, weight_update_time: 0.2052617371, other_time: 3.6188583374
epoch time: 12.3301296234s, input_fired_time: 0.2091176510, output_fired_time: 0.0000000000, propagate_forward_time: 11.4573583603, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6636533737
validation[          , genome  7051] predictions:    9672/  10000 (96.72%), best:    9713/10000 (97.13%), error:      1099.25574, best error:       993.77795 on epoch:    61, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 151.0609588623s, input_fired_time: 1.6732956171, output_fired_time: 1.6818221807, propagate_forward_time: 56.3172721863, propagate_backward_time: 87.7832336426, weight_update_time: 0.2030745596, other_time: 3.6053314209
epoch time: 12.1715917587s, input_fired_time: 0.2078867257, output_fired_time: 0.0000000000, propagate_forward_time: 11.3225088120, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6411962509
validation[          , genome  7051] predictions:    9691/  10000 (96.91%), best:    9713/10000 (97.13%), error:      1053.19495, best error:       993.77795 on epoch:    61, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 150.6622314453s, input_fired_time: 1.6703677177, output_fired_time: 1.6748363972, propagate_forward_time: 55.9681434631, propagate_backward_time: 87.7180328369, weight_update_time: 0.2037451714, other_time: 3.6308593750
epoch time: 12.0123157501s, input_fired_time: 0.2066867948, output_fired_time: 0.0000000000, propagate_forward_time: 11.1514854431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6541433334
validation[          , genome  7051] predictions:    9652/  10000 (96.52%), best:    9713/10000 (97.13%), error:      1148.89600, best error:       993.77795 on epoch:    61, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 152.0016479492s, input_fired_time: 1.6846170425, output_fired_time: 1.6857242584, propagate_forward_time: 56.6376647949, propagate_backward_time: 88.3199310303, weight_update_time: 0.2051791102, other_time: 3.6737060547
epoch time: 12.5728816986s, input_fired_time: 0.2139401585, output_fired_time: 0.0000000000, propagate_forward_time: 11.6628513336, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6960897446
validation[          , genome  7051] predictions:    9710/  10000 (97.10%), best:    9713/10000 (97.13%), error:      1024.55884, best error:       993.77795 on epoch:    61, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 150.2282867432s, input_fired_time: 1.6690706015, output_fired_time: 1.6729313135, propagate_forward_time: 55.8428916931, propagate_backward_time: 87.3525924683, weight_update_time: 0.2029441446, other_time: 3.6908035278
epoch time: 12.2727146149s, input_fired_time: 0.2103861421, output_fired_time: 0.0000000000, propagate_forward_time: 11.4013032913, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6610250473
validation[          , genome  7051] predictions:    9711/  10000 (97.11%), best:    9711/10000 (97.11%), error:       988.93286, best error:       988.93286 on epoch:    70, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 153.0063171387s, input_fired_time: 1.6862585545, output_fired_time: 1.6929758787, propagate_forward_time: 57.1738014221, propagate_backward_time: 88.8258438110, weight_update_time: 0.2047436088, other_time: 3.6274337769
epoch time: 12.2639341354s, input_fired_time: 0.2090624422, output_fired_time: 0.0000000000, propagate_forward_time: 11.3991212845, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6557502747
validation[          , genome  7051] predictions:    9705/  10000 (97.05%), best:    9711/10000 (97.11%), error:       996.01709, best error:       988.93286 on epoch:    70, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 152.4385528564s, input_fired_time: 1.6882250309, output_fired_time: 1.6975758076, propagate_forward_time: 56.7123832703, propagate_backward_time: 88.6446990967, weight_update_time: 0.2059795111, other_time: 3.6956634521
epoch time: 12.4855747223s, input_fired_time: 0.2191250324, output_fired_time: 0.0000000000, propagate_forward_time: 11.6149759293, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6514739990
validation[          , genome  7051] predictions:    9610/  10000 (96.10%), best:    9711/10000 (97.11%), error:      1351.00085, best error:       988.93286 on epoch:    70, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 149.5415039063s, input_fired_time: 1.6607018709, output_fired_time: 1.6636574268, propagate_forward_time: 55.3360404968, propagate_backward_time: 87.2791824341, weight_update_time: 0.2015413195, other_time: 3.6019210815
epoch time: 12.4881181717s, input_fired_time: 0.2131691128, output_fired_time: 0.0000000000, propagate_forward_time: 11.6296052933, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6453437805
validation[          , genome  7051] predictions:    9722/  10000 (97.22%), best:    9722/10000 (97.22%), error:       962.41785, best error:       962.41785 on epoch:    73, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 150.9235534668s, input_fired_time: 1.6767725945, output_fired_time: 1.6698770523, propagate_forward_time: 56.2228698730, propagate_backward_time: 87.7477340698, weight_update_time: 0.2036387622, other_time: 3.6063003540
epoch time: 11.9446077347s, input_fired_time: 0.2090103924, output_fired_time: 0.0000000000, propagate_forward_time: 11.0859880447, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6496095657
validation[          , genome  7051] predictions:    9689/  10000 (96.89%), best:    9722/10000 (97.22%), error:      1036.54370, best error:       962.41785 on epoch:    73, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 151.0947418213s, input_fired_time: 1.6777232885, output_fired_time: 1.6797459126, propagate_forward_time: 56.0407524109, propagate_backward_time: 88.0235748291, weight_update_time: 0.2051834464, other_time: 3.6729431152
epoch time: 12.2363519669s, input_fired_time: 0.2092330307, output_fired_time: 0.0000000000, propagate_forward_time: 11.3742561340, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6528625488
validation[          , genome  7051] predictions:    9705/  10000 (97.05%), best:    9722/10000 (97.22%), error:      1046.25317, best error:       962.41785 on epoch:    73, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 151.6394042969s, input_fired_time: 1.6803809404, output_fired_time: 1.6877920628, propagate_forward_time: 56.4782028198, propagate_backward_time: 88.1332702637, weight_update_time: 0.2044003457, other_time: 3.6597671509
epoch time: 12.2659063339s, input_fired_time: 0.2117680162, output_fired_time: 0.0000000000, propagate_forward_time: 11.4115037918, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6426343918
validation[          , genome  7051] predictions:    9610/  10000 (96.10%), best:    9722/10000 (97.22%), error:      1282.91968, best error:       962.41785 on epoch:    73, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 150.1972045898s, input_fired_time: 1.6739426851, output_fired_time: 1.6676493883, propagate_forward_time: 55.9398689270, propagate_backward_time: 87.2778091431, weight_update_time: 0.2034454942, other_time: 3.6379318237
epoch time: 11.8975849152s, input_fired_time: 0.2076057047, output_fired_time: 0.0000000000, propagate_forward_time: 11.0495948792, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6403846741
validation[          , genome  7051] predictions:    9715/  10000 (97.15%), best:    9722/10000 (97.22%), error:       999.62476, best error:       962.41785 on epoch:    73, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 150.8207855225s, input_fired_time: 1.6841138601, output_fired_time: 1.6765537262, propagate_forward_time: 56.0646362305, propagate_backward_time: 87.6979675293, weight_update_time: 0.2042352557, other_time: 3.6975097656
epoch time: 12.2603187561s, input_fired_time: 0.2109680027, output_fired_time: 0.0000000000, propagate_forward_time: 11.3736982346, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6756525040
validation[          , genome  7051] predictions:    9646/  10000 (96.46%), best:    9722/10000 (97.22%), error:      1170.57788, best error:       962.41785 on epoch:    73, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 151.9967651367s, input_fired_time: 1.6855738163, output_fired_time: 1.6808071136, propagate_forward_time: 56.3724136353, propagate_backward_time: 88.6281890869, weight_update_time: 0.2060662061, other_time: 3.6297836304
epoch time: 11.4320125580s, input_fired_time: 0.2006173283, output_fired_time: 0.0000000000, propagate_forward_time: 10.6006317139, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6307630539
validation[          , genome  7051] predictions:    9665/  10000 (96.65%), best:    9722/10000 (97.22%), error:      1125.45593, best error:       962.41785 on epoch:    73, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 151.3571929932s, input_fired_time: 1.6808340549, output_fired_time: 1.6772793531, propagate_forward_time: 56.2612419128, propagate_backward_time: 88.0215454102, weight_update_time: 0.2051224262, other_time: 3.7162933350
epoch time: 12.3652133942s, input_fired_time: 0.2115383148, output_fired_time: 0.0000000000, propagate_forward_time: 11.5046787262, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6489963531
validation[          , genome  7051] predictions:    9661/  10000 (96.61%), best:    9722/10000 (97.22%), error:      1121.03076, best error:       962.41785 on epoch:    73, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 149.8916931152s, input_fired_time: 1.6729801893, output_fired_time: 1.6612341404, propagate_forward_time: 55.8126449585, propagate_backward_time: 87.0576400757, weight_update_time: 0.2034556866, other_time: 3.6871948242
epoch time: 12.1486730576s, input_fired_time: 0.2089377642, output_fired_time: 0.0000000000, propagate_forward_time: 11.2907295227, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6490058899
validation[          , genome  7051] predictions:    9709/  10000 (97.09%), best:    9722/10000 (97.22%), error:      1014.05017, best error:       962.41785 on epoch:    73, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 150.7882080078s, input_fired_time: 1.6798684597, output_fired_time: 1.6805441380, propagate_forward_time: 56.1030807495, propagate_backward_time: 87.6295623779, weight_update_time: 0.2037233263, other_time: 3.6951522827
epoch time: 12.2895956039s, input_fired_time: 0.2101082355, output_fired_time: 0.0000000000, propagate_forward_time: 11.4105138779, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6689739227
validation[          , genome  7051] predictions:    9595/  10000 (95.95%), best:    9722/10000 (97.22%), error:      1401.14722, best error:       962.41785 on epoch:    73, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 151.2865142822s, input_fired_time: 1.6834541559, output_fired_time: 1.6829143763, propagate_forward_time: 56.1622352600, propagate_backward_time: 88.0881195068, weight_update_time: 0.2034133822, other_time: 3.6697998047
epoch time: 12.0633420944s, input_fired_time: 0.2128827572, output_fired_time: 0.0000000000, propagate_forward_time: 11.1772165298, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6732425690
validation[          , genome  7051] predictions:    9676/  10000 (96.76%), best:    9722/10000 (97.22%), error:      1046.46997, best error:       962.41785 on epoch:    73, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 151.8194122314s, input_fired_time: 1.6835267544, output_fired_time: 1.6815665960, propagate_forward_time: 56.3213806152, propagate_backward_time: 88.4843750000, weight_update_time: 0.2050290257, other_time: 3.6485595703
epoch time: 12.1513509750s, input_fired_time: 0.2104461640, output_fired_time: 0.0000000000, propagate_forward_time: 11.2685375214, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6723670959
validation[          , genome  7051] predictions:    9676/  10000 (96.76%), best:    9722/10000 (97.22%), error:      1084.95056, best error:       962.41785 on epoch:    73, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 151.0654602051s, input_fired_time: 1.6838110685, output_fired_time: 1.6738190651, propagate_forward_time: 56.1821937561, propagate_backward_time: 87.8913574219, weight_update_time: 0.2036844939, other_time: 3.6342926025
epoch time: 11.3586521149s, input_fired_time: 0.2057411820, output_fired_time: 0.0000000000, propagate_forward_time: 10.5157194138, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6371917725
validation[          , genome  7051] predictions:    9622/  10000 (96.22%), best:    9722/10000 (97.22%), error:      1265.31421, best error:       962.41785 on epoch:    73, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 149.1220092773s, input_fired_time: 1.6682509184, output_fired_time: 1.6527075768, propagate_forward_time: 55.2750244141, propagate_backward_time: 86.8803558350, weight_update_time: 0.2017176449, other_time: 3.6456756592
epoch time: 12.5067596436s, input_fired_time: 0.2152468115, output_fired_time: 0.0000000000, propagate_forward_time: 11.6317090988, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6598033905
validation[          , genome  7051] predictions:    9710/  10000 (97.10%), best:    9722/10000 (97.22%), error:      1015.72943, best error:       962.41785 on epoch:    73, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 149.4604492188s, input_fired_time: 1.6676131487, output_fired_time: 1.6618120670, propagate_forward_time: 55.5526504517, propagate_backward_time: 86.9872436523, weight_update_time: 0.2026737779, other_time: 3.5911178589
epoch time: 12.1387748718s, input_fired_time: 0.2125159949, output_fired_time: 0.0000000000, propagate_forward_time: 11.2512912750, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6749677658
validation[          , genome  7051] predictions:    9698/  10000 (96.98%), best:    9722/10000 (97.22%), error:      1039.44629, best error:       962.41785 on epoch:    73, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 153.7208404541s, input_fired_time: 1.6971627474, output_fired_time: 1.6985393763, propagate_forward_time: 57.3616256714, propagate_backward_time: 89.3170089722, weight_update_time: 0.2059269100, other_time: 3.6465148926
epoch time: 11.9808206558s, input_fired_time: 0.2084431350, output_fired_time: 0.0000000000, propagate_forward_time: 11.1234807968, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6488971710
validation[          , genome  7051] predictions:    9699/  10000 (96.99%), best:    9722/10000 (97.22%), error:      1044.57507, best error:       962.41785 on epoch:    73, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 151.1855468750s, input_fired_time: 1.6826858521, output_fired_time: 1.6686794758, propagate_forward_time: 56.0741424561, propagate_backward_time: 88.0848083496, weight_update_time: 0.2032032162, other_time: 3.6752319336
epoch time: 11.9139375687s, input_fired_time: 0.2078394890, output_fired_time: 0.0000000000, propagate_forward_time: 11.0716934204, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6344051361
validation[          , genome  7051] predictions:    9692/  10000 (96.92%), best:    9722/10000 (97.22%), error:      1022.74573, best error:       962.41785 on epoch:    73, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 149.4166564941s, input_fired_time: 1.6764668226, output_fired_time: 1.6638461351, propagate_forward_time: 55.5044708252, propagate_backward_time: 86.9028625488, weight_update_time: 0.2025562227, other_time: 3.6690063477
epoch time: 11.9385251999s, input_fired_time: 0.2095197290, output_fired_time: 0.0000000000, propagate_forward_time: 11.0411014557, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6879043579
validation[          , genome  7051] predictions:    9585/  10000 (95.85%), best:    9722/10000 (97.22%), error:      1331.96155, best error:       962.41785 on epoch:    73, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 151.9601898193s, input_fired_time: 1.6866947412, output_fired_time: 1.6897758245, propagate_forward_time: 56.4207191467, propagate_backward_time: 88.4524078369, weight_update_time: 0.2055364698, other_time: 3.7106018066
epoch time: 11.9453420639s, input_fired_time: 0.2107810080, output_fired_time: 0.0000000000, propagate_forward_time: 11.0482006073, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6863603592
validation[          , genome  7051] predictions:    9707/  10000 (97.07%), best:    9722/10000 (97.22%), error:       992.39545, best error:       962.41785 on epoch:    73, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 151.4481811523s, input_fired_time: 1.6770293713, output_fired_time: 1.6642199755, propagate_forward_time: 56.1112174988, propagate_backward_time: 88.3561477661, weight_update_time: 0.2041345388, other_time: 3.6395645142
epoch time: 12.1476926804s, input_fired_time: 0.2120008618, output_fired_time: 0.0000000000, propagate_forward_time: 11.2911863327, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6445055008
validation[          , genome  7051] predictions:    9686/  10000 (96.86%), best:    9722/10000 (97.22%), error:      1052.14417, best error:       962.41785 on epoch:    73, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 152.2447967529s, input_fired_time: 1.6956079006, output_fired_time: 1.6882357597, propagate_forward_time: 56.6625213623, propagate_backward_time: 88.5959014893, weight_update_time: 0.2044979334, other_time: 3.6025390625
epoch time: 12.4270486832s, input_fired_time: 0.2136405259, output_fired_time: 0.0000000000, propagate_forward_time: 11.5719432831, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6414651871
validation[          , genome  7051] predictions:    9690/  10000 (96.90%), best:    9722/10000 (97.22%), error:      1053.00806, best error:       962.41785 on epoch:    73, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 152.4053344727s, input_fired_time: 1.6900254488, output_fired_time: 1.6954898834, propagate_forward_time: 56.5540504456, propagate_backward_time: 88.8020782471, weight_update_time: 0.2045428008, other_time: 3.6636810303
epoch time: 12.0676670074s, input_fired_time: 0.2135510147, output_fired_time: 0.0000000000, propagate_forward_time: 11.1700086594, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6841077805
validation[          , genome  7051] predictions:    9647/  10000 (96.47%), best:    9722/10000 (97.22%), error:      1145.77527, best error:       962.41785 on epoch:    73, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 152.7426300049s, input_fired_time: 1.7100071907, output_fired_time: 1.6952641010, propagate_forward_time: 56.7949104309, propagate_backward_time: 88.8839645386, weight_update_time: 0.2064368427, other_time: 3.6584854126
epoch time: 11.5873050690s, input_fired_time: 0.2053922564, output_fired_time: 0.0000000000, propagate_forward_time: 10.7359113693, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6460018158
validation[          , genome  7051] predictions:    9720/  10000 (97.20%), best:    9722/10000 (97.22%), error:       986.17181, best error:       962.41785 on epoch:    73, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 152.2426452637s, input_fired_time: 1.6938306093, output_fired_time: 1.6973119974, propagate_forward_time: 56.7160644531, propagate_backward_time: 88.5147247314, weight_update_time: 0.2052826434, other_time: 3.6207122803
epoch time: 11.9106607437s, input_fired_time: 0.2109831274, output_fired_time: 0.0000000000, propagate_forward_time: 10.9604377747, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7392396927
validation[          , genome  7051] predictions:    9697/  10000 (96.97%), best:    9722/10000 (97.22%), error:      1082.25232, best error:       962.41785 on epoch:    73, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 151.3690490723s, input_fired_time: 1.6986060143, output_fired_time: 1.6765007973, propagate_forward_time: 56.3074226379, propagate_backward_time: 87.9349288940, weight_update_time: 0.2049951553, other_time: 3.7515945435
epoch time: 12.4726753235s, input_fired_time: 0.2157223672, output_fired_time: 0.0000000000, propagate_forward_time: 11.6007900238, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6561632156
validation[          , genome  7051] predictions:    9704/  10000 (97.04%), best:    9722/10000 (97.22%), error:      1011.36243, best error:       962.41785 on epoch:    73, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 151.1833343506s, input_fired_time: 1.6860945225, output_fired_time: 1.6776099205, propagate_forward_time: 56.0663452148, propagate_backward_time: 88.1078338623, weight_update_time: 0.2027115971, other_time: 3.6454467773
epoch time: 12.2638168335s, input_fired_time: 0.2136045098, output_fired_time: 0.0000000000, propagate_forward_time: 11.3842248917, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6659870148
validation[          , genome  7051] predictions:    9708/  10000 (97.08%), best:    9722/10000 (97.22%), error:      1002.10547, best error:       962.41785 on epoch:    73, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 151.0298767090s, input_fired_time: 1.6867773533, output_fired_time: 1.6791863441, propagate_forward_time: 56.1329650879, propagate_backward_time: 87.9137268066, weight_update_time: 0.2047864795, other_time: 3.6172180176
epoch time: 12.2671518326s, input_fired_time: 0.2135661989, output_fired_time: 0.0000000000, propagate_forward_time: 11.4109821320, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6426038742
validation[          , genome  7051] predictions:    9705/  10000 (97.05%), best:    9722/10000 (97.22%), error:      1024.75854, best error:       962.41785 on epoch:    73, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 150.7421417236s, input_fired_time: 1.6915392876, output_fired_time: 1.6719306707, propagate_forward_time: 56.0825004578, propagate_backward_time: 87.6450881958, weight_update_time: 0.2043385059, other_time: 3.6510696411
epoch time: 12.3483200073s, input_fired_time: 0.2125279456, output_fired_time: 0.0000000000, propagate_forward_time: 11.4970684052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6387233734
validation[          , genome  7051] predictions:    9706/  10000 (97.06%), best:    9722/10000 (97.22%), error:      1020.42517, best error:       962.41785 on epoch:    73, 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: 59.4658355713s, input_fired_time: 1.0390501022, output_fired_time: 0.0000000000, propagate_forward_time: 55.1434974670, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.2832870483
best training[          , genome  7051] predictions:   49300/  50000 (98.60%), best:    9722/10000 (97.22%), error:      2602.89575, best error:       962.41785 on epoch:    73, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 12.1869697571s, input_fired_time: 0.2096278667, output_fired_time: 0.0000000000, propagate_forward_time: 11.3232679367, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6540737152
   testing[          , genome  7051] predictions:    9730/  10000 (97.30%), best:    9722/10000 (97.22%), error:       905.30048, best error:       962.41785 on epoch:    73, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
09:24:57 (6088): called boinc_finish(0)

</stderr_txt>
]]>