Nameexact_genome_1512568488_42_5738_0
Workunit2599935
Created7 Dec 2017, 16:09:58 UTC
Sent7 Dec 2017, 16:14:23 UTC
Report deadline13 Dec 2017, 1:57:38 UTC
Received7 Dec 2017, 23:10:17 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID67174
Run time1 hours 35 min 29 sec
CPU time1 hours 35 min 24 sec
Validate stateValid
Credit1,351.26
Device peak FLOPS4.03 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size152.93 MB
Peak swap size154.63 MB
Peak disk usage1.44 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
3, epoch:   13/100, mu: 0.7384625077, learning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 51.8146705627s, input_fired_time: 0.7554126978, output_fired_time: 0.4849816561, propagate_forward_time: 19.9199638367, propagate_backward_time: 28.9797458649, weight_update_time: 0.0709157810, other_time: 1.6745662689
epoch time: 4.2811746597s, input_fired_time: 0.0775377080, output_fired_time: 0.0000000000, propagate_forward_time: 3.9167079926, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2869291306
validation[          , genome  5738] predictions:    9657/  10000 (96.57%), best:    9669/10000 (96.69%), error:      1167.31921, best error:      1154.21765 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 52.7280693054s, input_fired_time: 0.7658070922, output_fired_time: 0.4889863133, propagate_forward_time: 20.3494625092, propagate_backward_time: 29.4311122894, weight_update_time: 0.0721675232, other_time: 1.6926994324
epoch time: 4.4218630791s, input_fired_time: 0.0799346417, output_fired_time: 0.0000000000, propagate_forward_time: 4.0509757996, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2909526825
validation[          , genome  5738] predictions:    9681/  10000 (96.81%), best:    9681/10000 (96.81%), error:      1045.17480, best error:      1045.17480 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 51.9541435242s, input_fired_time: 0.7588148117, output_fired_time: 0.4871688783, propagate_forward_time: 20.0173797607, propagate_backward_time: 29.0179576874, weight_update_time: 0.0710828677, other_time: 1.6728229523
epoch time: 4.3128490448s, input_fired_time: 0.0783102289, output_fired_time: 0.0000000000, propagate_forward_time: 3.9468648434, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2876741886
validation[          , genome  5738] predictions:    9631/  10000 (96.31%), best:    9681/10000 (96.81%), error:      1235.24585, best error:      1045.17480 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 50.9315910339s, input_fired_time: 0.7506786585, output_fired_time: 0.4787665904, propagate_forward_time: 19.5494155884, propagate_backward_time: 28.5089797974, weight_update_time: 0.0700882673, other_time: 1.6437492371
epoch time: 4.2856040001s, input_fired_time: 0.0777563676, output_fired_time: 0.0000000000, propagate_forward_time: 3.9223027229, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2855448723
validation[          , genome  5738] predictions:    9692/  10000 (96.92%), best:    9692/10000 (96.92%), error:      1033.22290, best error:      1033.22290 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 52.0504188538s, input_fired_time: 0.7731415033, output_fired_time: 0.4848219752, propagate_forward_time: 20.0738143921, propagate_backward_time: 29.0313129425, weight_update_time: 0.0712358132, other_time: 1.6873302460
epoch time: 4.2429623604s, input_fired_time: 0.0791463330, output_fired_time: 0.0000000000, propagate_forward_time: 3.8792259693, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2845900059
validation[          , genome  5738] predictions:    9663/  10000 (96.63%), best:    9692/10000 (96.92%), error:      1139.05444, best error:      1033.22290 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 52.9943161011s, input_fired_time: 0.7741910219, output_fired_time: 0.4931555688, propagate_forward_time: 20.3804569244, propagate_backward_time: 29.6291141510, weight_update_time: 0.0735281855, other_time: 1.7173957825
epoch time: 4.8177289963s, input_fired_time: 0.0866268724, output_fired_time: 0.0000000000, propagate_forward_time: 4.4134039879, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3176980019
validation[          , genome  5738] predictions:    9678/  10000 (96.78%), best:    9692/10000 (96.92%), error:      1101.10156, best error:      1033.22290 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 51.7715682983s, input_fired_time: 0.7632248402, output_fired_time: 0.4853119254, propagate_forward_time: 19.8845596313, propagate_backward_time: 28.9334774017, weight_update_time: 0.0720524415, other_time: 1.7049922943
epoch time: 4.2466902733s, input_fired_time: 0.0776342601, output_fired_time: 0.0000000000, propagate_forward_time: 3.8822627068, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2867932320
validation[          , genome  5738] predictions:    9706/  10000 (97.06%), best:    9692/10000 (96.92%), error:      1037.87256, best error:      1033.22290 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 52.9876213074s, input_fired_time: 0.7711002231, output_fired_time: 0.4937294722, propagate_forward_time: 20.3985519409, propagate_backward_time: 29.5657768250, weight_update_time: 0.0726333857, other_time: 1.7584648132
epoch time: 4.5337524414s, input_fired_time: 0.0835093185, output_fired_time: 0.0000000000, propagate_forward_time: 4.1476736069, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3025693893
validation[          , genome  5738] predictions:    9667/  10000 (96.67%), best:    9692/10000 (96.92%), error:      1149.66162, best error:      1033.22290 on epoch:    17, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 52.5269889832s, input_fired_time: 0.7659102678, output_fired_time: 0.4952172935, propagate_forward_time: 20.2722091675, propagate_backward_time: 29.2997589111, weight_update_time: 0.0714020282, other_time: 1.6938934326
epoch time: 4.6336059570s, input_fired_time: 0.0830116719, output_fired_time: 0.0000000000, propagate_forward_time: 4.2449846268, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3056097031
validation[          , genome  5738] predictions:    9659/  10000 (96.59%), best:    9692/10000 (96.92%), error:      1114.20386, best error:      1033.22290 on epoch:    17, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 53.8275947571s, input_fired_time: 0.7834066749, output_fired_time: 0.5170971751, propagate_forward_time: 20.7816219330, propagate_backward_time: 30.0128688812, weight_update_time: 0.0734497234, other_time: 1.7326011658
epoch time: 4.5210785866s, input_fired_time: 0.0819587186, output_fired_time: 0.0000000000, propagate_forward_time: 4.1348257065, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3042941093
validation[          , genome  5738] predictions:    9685/  10000 (96.85%), best:    9685/10000 (96.85%), error:      1018.96338, best error:      1018.96338 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 52.5452346802s, input_fired_time: 0.7714910507, output_fired_time: 0.4887186289, propagate_forward_time: 20.2406978607, propagate_backward_time: 29.3435325623, weight_update_time: 0.0724701881, other_time: 1.7007923126
epoch time: 4.4532823563s, input_fired_time: 0.0806440338, output_fired_time: 0.0000000000, propagate_forward_time: 4.0774335861, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2952046394
validation[          , genome  5738] predictions:    9692/  10000 (96.92%), best:    9685/10000 (96.85%), error:      1039.63452, best error:      1018.96338 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 55.0595245361s, input_fired_time: 0.7894306779, output_fired_time: 0.5099508762, propagate_forward_time: 21.2697772980, propagate_backward_time: 30.7449302673, weight_update_time: 0.0761541724, other_time: 1.7454338074
epoch time: 5.6987519264s, input_fired_time: 0.0959804952, output_fired_time: 0.0000000000, propagate_forward_time: 5.2496247292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3531465530
validation[          , genome  5738] predictions:    9656/  10000 (96.56%), best:    9685/10000 (96.85%), error:      1123.59595, best error:      1018.96338 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 54.1111221313s, input_fired_time: 0.7778970599, output_fired_time: 0.5022915602, propagate_forward_time: 20.8742332458, propagate_backward_time: 30.2344722748, weight_update_time: 0.0742183030, other_time: 1.7222270966
epoch time: 4.3062481880s, input_fired_time: 0.0786322653, output_fired_time: 0.0000000000, propagate_forward_time: 3.9396412373, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2879745960
validation[          , genome  5738] predictions:    9684/  10000 (96.84%), best:    9685/10000 (96.85%), error:      1107.18213, best error:      1018.96338 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 51.4230155945s, input_fired_time: 0.7529233098, output_fired_time: 0.4824577570, propagate_forward_time: 19.7670345306, propagate_backward_time: 28.7968540192, weight_update_time: 0.0701976269, other_time: 1.6237487793
epoch time: 4.6816020012s, input_fired_time: 0.0840130001, output_fired_time: 0.0000000000, propagate_forward_time: 4.2933335304, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3042554855
validation[          , genome  5738] predictions:    9681/  10000 (96.81%), best:    9685/10000 (96.85%), error:      1040.39282, best error:      1018.96338 on epoch:    23, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 52.2060546875s, input_fired_time: 0.7637044191, output_fired_time: 0.4877972007, propagate_forward_time: 20.1135597229, propagate_backward_time: 29.1778392792, weight_update_time: 0.0722047091, other_time: 1.6631526947
epoch time: 5.3286561966s, input_fired_time: 0.0910995528, output_fired_time: 0.0000000000, propagate_forward_time: 4.9053831100, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3321733475
validation[          , genome  5738] predictions:    9689/  10000 (96.89%), best:    9685/10000 (96.85%), error:      1077.75549, best error:      1018.96338 on epoch:    23, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 51.6770706177s, input_fired_time: 0.7707529664, output_fired_time: 0.4792364836, propagate_forward_time: 19.8847103119, propagate_backward_time: 28.8642215729, weight_update_time: 0.0728478506, other_time: 1.6781501770
epoch time: 4.3992762566s, input_fired_time: 0.0791807175, output_fired_time: 0.0000000000, propagate_forward_time: 4.0281133652, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2919821739
validation[          , genome  5738] predictions:    9716/  10000 (97.16%), best:    9716/10000 (97.16%), error:       999.79272, best error:       999.79272 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 51.5148773193s, input_fired_time: 0.7630786896, output_fired_time: 0.4778935909, propagate_forward_time: 19.7661933899, propagate_backward_time: 28.8815193176, weight_update_time: 0.0709915534, other_time: 1.6261940002
epoch time: 4.4960312843s, input_fired_time: 0.0826898292, output_fired_time: 0.0000000000, propagate_forward_time: 4.1130714417, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3002700806
validation[          , genome  5738] predictions:    9685/  10000 (96.85%), best:    9716/10000 (97.16%), error:      1046.64343, best error:       999.79272 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 55.8159217834s, input_fired_time: 0.7978341579, output_fired_time: 0.5102471709, propagate_forward_time: 21.6116275787, propagate_backward_time: 31.1290016174, weight_update_time: 0.0785090402, other_time: 1.7672157288
epoch time: 5.1762504578s, input_fired_time: 0.0905988067, output_fired_time: 0.0000000000, propagate_forward_time: 4.7515597343, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3340921402
validation[          , genome  5738] predictions:    9646/  10000 (96.46%), best:    9716/10000 (97.16%), error:      1175.00574, best error:       999.79272 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 51.3762969971s, input_fired_time: 0.7744293809, output_fired_time: 0.4773897231, propagate_forward_time: 19.7190361023, propagate_backward_time: 28.7128906250, weight_update_time: 0.0742688775, other_time: 1.6925506592
epoch time: 4.2428288460s, input_fired_time: 0.0777666569, output_fired_time: 0.0000000000, propagate_forward_time: 3.8741004467, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2909615040
validation[          , genome  5738] predictions:    9668/  10000 (96.68%), best:    9716/10000 (97.16%), error:      1122.67615, best error:       999.79272 on epoch:    29, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 56.4122047424s, input_fired_time: 0.8052765727, output_fired_time: 0.5141292214, propagate_forward_time: 21.8944892883, propagate_backward_time: 31.4108600616, weight_update_time: 0.0789269432, other_time: 1.7874507904
epoch time: 5.2162156105s, input_fired_time: 0.0910432637, output_fired_time: 0.0000000000, propagate_forward_time: 4.7921571732, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3330149651
validation[          , genome  5738] predictions:    9671/  10000 (96.71%), best:    9716/10000 (97.16%), error:      1070.94189, best error:       999.79272 on epoch:    29, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 54.9340209961s, input_fired_time: 0.7913077474, output_fired_time: 0.5078568459, propagate_forward_time: 21.2477607727, propagate_backward_time: 30.6434955597, weight_update_time: 0.0779720619, other_time: 1.7435970306
epoch time: 4.2440857887s, input_fired_time: 0.0792949051, output_fired_time: 0.0000000000, propagate_forward_time: 3.8766813278, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2881097794
validation[          , genome  5738] predictions:    9674/  10000 (96.74%), best:    9716/10000 (97.16%), error:      1089.18250, best error:       999.79272 on epoch:    29, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 53.3021316528s, input_fired_time: 0.7901577950, output_fired_time: 0.4907556176, propagate_forward_time: 20.5485954285, propagate_backward_time: 29.7527484894, weight_update_time: 0.0768920928, other_time: 1.7198734283
epoch time: 5.2436361313s, input_fired_time: 0.0918780491, output_fired_time: 0.0000000000, propagate_forward_time: 4.8203210831, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3314371109
validation[          , genome  5738] predictions:    9706/  10000 (97.06%), best:    9716/10000 (97.16%), error:      1006.89087, best error:       999.79272 on epoch:    29, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 51.0910949707s, input_fired_time: 0.7674598098, output_fired_time: 0.4733723402, propagate_forward_time: 19.6295337677, propagate_backward_time: 28.5776214600, weight_update_time: 0.0743426606, other_time: 1.6431064606
epoch time: 4.2545323372s, input_fired_time: 0.0817781314, output_fired_time: 0.0000000000, propagate_forward_time: 3.8816959858, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2910583019
validation[          , genome  5738] predictions:    9629/  10000 (96.29%), best:    9716/10000 (97.16%), error:      1234.17627, best error:       999.79272 on epoch:    29, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 51.2413978577s, input_fired_time: 0.7648614049, output_fired_time: 0.4754149914, propagate_forward_time: 19.7169055939, propagate_backward_time: 28.6320381165, weight_update_time: 0.0719236210, other_time: 1.6521778107
epoch time: 6.3835186958s, input_fired_time: 0.1058917120, output_fired_time: 0.0000000000, propagate_forward_time: 5.8942008018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3834261894
validation[          , genome  5738] predictions:    9683/  10000 (96.83%), best:    9716/10000 (97.16%), error:      1095.10962, best error:       999.79272 on epoch:    29, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 54.1147232056s, input_fired_time: 0.7871999741, output_fired_time: 0.4989304245, propagate_forward_time: 20.8840007782, propagate_backward_time: 30.2423992157, weight_update_time: 0.0736903921, other_time: 1.7021903992
epoch time: 4.2495541573s, input_fired_time: 0.0818758383, output_fired_time: 0.0000000000, propagate_forward_time: 3.8805434704, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2871348858
validation[          , genome  5738] predictions:    9665/  10000 (96.65%), best:    9716/10000 (97.16%), error:      1108.51624, best error:       999.79272 on epoch:    29, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 50.4095954895s, input_fired_time: 0.7589942813, output_fired_time: 0.4683443308, propagate_forward_time: 19.3723964691, propagate_backward_time: 28.2095851898, weight_update_time: 0.0682958961, other_time: 1.6002731323
epoch time: 4.2350468636s, input_fired_time: 0.0789571479, output_fired_time: 0.0000000000, propagate_forward_time: 3.8743240833, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2817656994
validation[          , genome  5738] predictions:    9698/  10000 (96.98%), best:    9698/10000 (96.98%), error:       982.44769, best error:       982.44769 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 50.6140480042s, input_fired_time: 0.7610055208, output_fired_time: 0.4699299932, propagate_forward_time: 19.4469337463, propagate_backward_time: 28.3293800354, weight_update_time: 0.0683726668, other_time: 1.6068000793
epoch time: 4.2365264893s, input_fired_time: 0.0791747868, output_fired_time: 0.0000000000, propagate_forward_time: 3.8745574951, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2827939987
validation[          , genome  5738] predictions:    9667/  10000 (96.67%), best:    9698/10000 (96.98%), error:      1129.61438, best error:       982.44769 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 50.6135635376s, input_fired_time: 0.7647997737, output_fired_time: 0.4697089493, propagate_forward_time: 19.4434299469, propagate_backward_time: 28.3195495605, weight_update_time: 0.0685437098, other_time: 1.6160755157
epoch time: 4.2444295883s, input_fired_time: 0.0805819929, output_fired_time: 0.0000000000, propagate_forward_time: 3.8785948753, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2852525711
validation[          , genome  5738] predictions:    9677/  10000 (96.77%), best:    9698/10000 (96.98%), error:      1067.05542, best error:       982.44769 on epoch:    39, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 50.7651596069s, input_fired_time: 0.7637764215, output_fired_time: 0.4718873203, propagate_forward_time: 19.5050907135, propagate_backward_time: 28.4030685425, weight_update_time: 0.0705152228, other_time: 1.6213397980
epoch time: 4.2409596443s, input_fired_time: 0.0767493546, output_fired_time: 0.0000000000, propagate_forward_time: 3.8726651669, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2915451527
validation[          , genome  5738] predictions:    9712/  10000 (97.12%), best:    9698/10000 (96.98%), error:       983.04059, best error:       982.44769 on epoch:    39, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 53.6393127441s, input_fired_time: 0.7934711576, output_fired_time: 0.4923400283, propagate_forward_time: 20.7181491852, propagate_backward_time: 29.9472522736, weight_update_time: 0.0728552043, other_time: 1.6880989075
epoch time: 4.6067638397s, input_fired_time: 0.0845680833, output_fired_time: 0.0000000000, propagate_forward_time: 4.2151184082, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3070774078
validation[          , genome  5738] predictions:    9683/  10000 (96.83%), best:    9698/10000 (96.98%), error:      1057.11121, best error:       982.44769 on epoch:    39, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 56.1971282959s, input_fired_time: 0.8121267557, output_fired_time: 0.5118073821, propagate_forward_time: 21.7675533295, propagate_backward_time: 31.3115348816, weight_update_time: 0.0760896429, other_time: 1.7941093445
epoch time: 4.8781599998s, input_fired_time: 0.0880506858, output_fired_time: 0.0000000000, propagate_forward_time: 4.4623231888, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3277859688
validation[          , genome  5738] predictions:    9678/  10000 (96.78%), best:    9698/10000 (96.98%), error:      1095.38501, best error:       982.44769 on epoch:    39, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 54.1591567993s, input_fired_time: 0.7925289869, output_fired_time: 0.4976288974, propagate_forward_time: 20.9535293579, propagate_backward_time: 30.2047348022, weight_update_time: 0.0735517144, other_time: 1.7107353210
epoch time: 4.2367672920s, input_fired_time: 0.0784892216, output_fired_time: 0.0000000000, propagate_forward_time: 3.8755462170, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2827317715
validation[          , genome  5738] predictions:    9703/  10000 (97.03%), best:    9698/10000 (96.98%), error:      1043.67529, best error:       982.44769 on epoch:    39, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 51.3922920227s, input_fired_time: 0.7718858719, output_fired_time: 0.4749950171, propagate_forward_time: 19.7967681885, propagate_backward_time: 28.7085628510, weight_update_time: 0.0695261136, other_time: 1.6400814056
epoch time: 4.5044069290s, input_fired_time: 0.0860176161, output_fired_time: 0.0000000000, propagate_forward_time: 4.1170940399, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3012952805
validation[          , genome  5738] predictions:    9724/  10000 (97.24%), best:    9724/10000 (97.24%), error:       976.32489, best error:       976.32489 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 53.2282180786s, input_fired_time: 0.7850409150, output_fired_time: 0.4912102520, propagate_forward_time: 20.5413455963, propagate_backward_time: 29.7354164124, weight_update_time: 0.0738027170, other_time: 1.6752033234
epoch time: 4.2638835907s, input_fired_time: 0.0846810117, output_fired_time: 0.0000000000, propagate_forward_time: 3.8891789913, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2900235653
validation[          , genome  5738] predictions:    9692/  10000 (96.92%), best:    9724/10000 (97.24%), error:      1014.37335, best error:       976.32489 on epoch:    46, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 50.4735031128s, input_fired_time: 0.7637474537, output_fired_time: 0.4700033069, propagate_forward_time: 19.4060134888, propagate_backward_time: 28.2401256561, weight_update_time: 0.0684816316, other_time: 1.5936107635
epoch time: 4.2389760017s, input_fired_time: 0.0788845792, output_fired_time: 0.0000000000, propagate_forward_time: 3.8771309853, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2829604149
validation[          , genome  5738] predictions:    9681/  10000 (96.81%), best:    9724/10000 (97.24%), error:      1053.69617, best error:       976.32489 on epoch:    46, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 54.0161514282s, input_fired_time: 0.7957651019, output_fired_time: 0.4959838688, propagate_forward_time: 20.8590412140, propagate_backward_time: 30.1535911560, weight_update_time: 0.0739777759, other_time: 1.7117710114
epoch time: 4.2440547943s, input_fired_time: 0.0810129717, output_fired_time: 0.0000000000, propagate_forward_time: 3.8784160614, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2846255302
validation[          , genome  5738] predictions:    9699/  10000 (96.99%), best:    9724/10000 (97.24%), error:      1036.82239, best error:       976.32489 on epoch:    46, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 51.5592536926s, input_fired_time: 0.7811404467, output_fired_time: 0.4777542651, propagate_forward_time: 19.8969860077, propagate_backward_time: 28.7705593109, weight_update_time: 0.0702389106, other_time: 1.6328163147
epoch time: 4.2351365089s, input_fired_time: 0.0791837946, output_fired_time: 0.0000000000, propagate_forward_time: 3.8738663197, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2820866108
validation[          , genome  5738] predictions:    9692/  10000 (96.92%), best:    9724/10000 (97.24%), error:      1007.77924, best error:       976.32489 on epoch:    46, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 50.4287033081s, input_fired_time: 0.7677848935, output_fired_time: 0.4683670700, propagate_forward_time: 19.3814868927, propagate_backward_time: 28.2188320160, weight_update_time: 0.0685235858, other_time: 1.5922317505
epoch time: 4.2355513573s, input_fired_time: 0.0801390857, output_fired_time: 0.0000000000, propagate_forward_time: 3.8730833530, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2823288441
validation[          , genome  5738] predictions:    9730/  10000 (97.30%), best:    9730/10000 (97.30%), error:       932.89771, best error:       932.89771 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 50.6881446838s, input_fired_time: 0.7690329552, output_fired_time: 0.4698971212, propagate_forward_time: 19.5014343262, propagate_backward_time: 28.3524932861, weight_update_time: 0.0691673011, other_time: 1.5952873230
epoch time: 4.2960844040s, input_fired_time: 0.0816876218, output_fired_time: 0.0000000000, propagate_forward_time: 3.9283318520, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2860651016
validation[          , genome  5738] predictions:    9710/  10000 (97.10%), best:    9730/10000 (97.30%), error:       978.96191, best error:       932.89771 on epoch:    51, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 51.8710556030s, input_fired_time: 0.7782012820, output_fired_time: 0.4818993807, propagate_forward_time: 19.9376678467, propagate_backward_time: 29.0112056732, weight_update_time: 0.0746101290, other_time: 1.6620807648
epoch time: 4.3132605553s, input_fired_time: 0.0818445310, output_fired_time: 0.0000000000, propagate_forward_time: 3.9423625469, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2890536785
validation[          , genome  5738] predictions:    9704/  10000 (97.04%), best:    9730/10000 (97.30%), error:       988.42706, best error:       932.89771 on epoch:    51, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 51.0215606689s, input_fired_time: 0.7735514641, output_fired_time: 0.4747655392, propagate_forward_time: 19.5910453796, propagate_backward_time: 28.5443191528, weight_update_time: 0.0711435601, other_time: 1.6378784180
epoch time: 5.1393451691s, input_fired_time: 0.0942799598, output_fired_time: 0.0000000000, propagate_forward_time: 4.7068171501, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3382482529
validation[          , genome  5738] predictions:    9670/  10000 (96.70%), best:    9730/10000 (97.30%), error:      1062.59814, best error:       932.89771 on epoch:    51, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 50.7286071777s, input_fired_time: 0.7722017169, output_fired_time: 0.4714433849, propagate_forward_time: 19.5147800446, propagate_backward_time: 28.3686103821, weight_update_time: 0.0689521357, other_time: 1.6015720367
epoch time: 4.2529239655s, input_fired_time: 0.0824574977, output_fired_time: 0.0000000000, propagate_forward_time: 3.8843588829, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2861075401
validation[          , genome  5738] predictions:    9702/  10000 (97.02%), best:    9730/10000 (97.30%), error:      1007.34875, best error:       932.89771 on epoch:    51, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 54.9382820129s, input_fired_time: 0.8095532656, output_fired_time: 0.5053363442, propagate_forward_time: 21.2763538361, propagate_backward_time: 30.5940208435, weight_update_time: 0.0758157670, other_time: 1.7530174255
epoch time: 4.2459731102s, input_fired_time: 0.0813972577, output_fired_time: 0.0000000000, propagate_forward_time: 3.8779523373, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2866237164
validation[          , genome  5738] predictions:    9695/  10000 (96.95%), best:    9730/10000 (97.30%), error:      1024.87866, best error:       932.89771 on epoch:    51, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 51.4536399841s, input_fired_time: 0.7790130377, output_fired_time: 0.4775362015, propagate_forward_time: 19.8129959106, propagate_backward_time: 28.7569656372, weight_update_time: 0.0696901828, other_time: 1.6271286011
epoch time: 5.5325541496s, input_fired_time: 0.0989593267, output_fired_time: 0.0000000000, propagate_forward_time: 5.0858025551, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3477921486
validation[          , genome  5738] predictions:    9673/  10000 (96.73%), best:    9730/10000 (97.30%), error:      1087.39294, best error:       932.89771 on epoch:    51, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 52.1057701111s, input_fired_time: 0.7876509428, output_fired_time: 0.4824851155, propagate_forward_time: 20.0624904633, propagate_backward_time: 29.1017513275, weight_update_time: 0.0716939270, other_time: 1.6713905334
epoch time: 4.5947356224s, input_fired_time: 0.0869549438, output_fired_time: 0.0000000000, propagate_forward_time: 4.2046236992, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3031568527
validation[          , genome  5738] predictions:    9718/  10000 (97.18%), best:    9730/10000 (97.30%), error:       962.73438, best error:       932.89771 on epoch:    51, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 55.3503189087s, input_fired_time: 0.8082765937, output_fired_time: 0.5055027604, propagate_forward_time: 21.4147243500, propagate_backward_time: 30.8919448853, weight_update_time: 0.0765735805, other_time: 1.7298660278
epoch time: 4.4163236618s, input_fired_time: 0.0831765831, output_fired_time: 0.0000000000, propagate_forward_time: 4.0404090881, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2927379608
validation[          , genome  5738] predictions:    9684/  10000 (96.84%), best:    9730/10000 (97.30%), error:      1038.00427, best error:       932.89771 on epoch:    51, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 53.5871238708s, input_fired_time: 0.7939785719, output_fired_time: 0.4936841726, propagate_forward_time: 20.7077865601, propagate_backward_time: 29.9085502625, weight_update_time: 0.0737600401, other_time: 1.6831245422
epoch time: 4.2790703773s, input_fired_time: 0.0821130574, output_fired_time: 0.0000000000, propagate_forward_time: 3.9098105431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2871465683
validation[          , genome  5738] predictions:    9706/  10000 (97.06%), best:    9730/10000 (97.30%), error:       967.12305, best error:       932.89771 on epoch:    51, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 51.1682968140s, input_fired_time: 0.7812910676, output_fired_time: 0.4742817283, propagate_forward_time: 19.6612319946, propagate_backward_time: 28.6034755707, weight_update_time: 0.0727223605, other_time: 1.6480159760
epoch time: 4.2439732552s, input_fired_time: 0.0812841430, output_fired_time: 0.0000000000, propagate_forward_time: 3.8789436817, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2837455273
validation[          , genome  5738] predictions:    9695/  10000 (96.95%), best:    9730/10000 (97.30%), error:      1020.16724, best error:       932.89771 on epoch:    51, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 50.9113006592s, input_fired_time: 0.7735235691, output_fired_time: 0.4722933173, propagate_forward_time: 19.5886592865, propagate_backward_time: 28.4720516205, weight_update_time: 0.0720678195, other_time: 1.6047706604
epoch time: 4.2385649681s, input_fired_time: 0.0810727924, output_fired_time: 0.0000000000, propagate_forward_time: 3.8756077290, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2818844318
validation[          , genome  5738] predictions:    9718/  10000 (97.18%), best:    9730/10000 (97.30%), error:       982.68433, best error:       932.89771 on epoch:    51, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 50.6377258301s, input_fired_time: 0.7692764997, output_fired_time: 0.4708016515, propagate_forward_time: 19.4629802704, propagate_backward_time: 28.3332061768, weight_update_time: 0.0719204843, other_time: 1.6014614105
epoch time: 4.2526288033s, input_fired_time: 0.0840836316, output_fired_time: 0.0000000000, propagate_forward_time: 3.8805429935, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2880022526
validation[          , genome  5738] predictions:    9716/  10000 (97.16%), best:    9730/10000 (97.30%), error:       947.19470, best error:       932.89771 on epoch:    51, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 50.3508262634s, input_fired_time: 0.7686898708, output_fired_time: 0.4679007530, propagate_forward_time: 19.3621234894, propagate_backward_time: 28.1718330383, weight_update_time: 0.0712951273, other_time: 1.5802822113
epoch time: 4.3030653000s, input_fired_time: 0.0832162574, output_fired_time: 0.0000000000, propagate_forward_time: 3.9343719482, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2854771614
validation[          , genome  5738] predictions:    9657/  10000 (96.57%), best:    9730/10000 (97.30%), error:      1184.24121, best error:       932.89771 on epoch:    51, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 51.1952552795s, input_fired_time: 0.7783502936, output_fired_time: 0.4749794006, propagate_forward_time: 19.6856517792, propagate_backward_time: 28.6397209167, weight_update_time: 0.0726901144, other_time: 1.6165523529
epoch time: 4.2891969681s, input_fired_time: 0.0819996670, output_fired_time: 0.0000000000, propagate_forward_time: 3.9109404087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2962567806
validation[          , genome  5738] predictions:    9708/  10000 (97.08%), best:    9730/10000 (97.30%), error:       984.59192, best error:       932.89771 on epoch:    51, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 50.5827407837s, input_fired_time: 0.7759777904, output_fired_time: 0.4709220827, propagate_forward_time: 19.4184570312, propagate_backward_time: 28.3016338348, weight_update_time: 0.0722952336, other_time: 1.6157512665
epoch time: 4.2398352623s, input_fired_time: 0.0820004269, output_fired_time: 0.0000000000, propagate_forward_time: 3.8747119904, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2831230164
validation[          , genome  5738] predictions:    9693/  10000 (96.93%), best:    9730/10000 (97.30%), error:      1003.57153, best error:       932.89771 on epoch:    51, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 52.9409866333s, input_fired_time: 0.7971907854, output_fired_time: 0.4881638587, propagate_forward_time: 20.4378376007, propagate_backward_time: 29.5230712891, weight_update_time: 0.0748087838, other_time: 1.6947231293
epoch time: 4.3521366119s, input_fired_time: 0.0828724355, output_fired_time: 0.0000000000, propagate_forward_time: 3.9739122391, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2953519821
validation[          , genome  5738] predictions:    9692/  10000 (96.92%), best:    9730/10000 (97.30%), error:      1023.55231, best error:       932.89771 on epoch:    51, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 53.0729103088s, input_fired_time: 0.7995073795, output_fired_time: 0.4903570116, propagate_forward_time: 20.4606380463, propagate_backward_time: 29.6304187775, weight_update_time: 0.0745939687, other_time: 1.6919898987
epoch time: 4.2380967140s, input_fired_time: 0.0828493685, output_fired_time: 0.0000000000, propagate_forward_time: 3.8749210835, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2803261280
validation[          , genome  5738] predictions:    9643/  10000 (96.43%), best:    9730/10000 (97.30%), error:      1149.67163, best error:       932.89771 on epoch:    51, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 53.3038978577s, input_fired_time: 0.7984442711, output_fired_time: 0.4916957021, propagate_forward_time: 20.5572547913, propagate_backward_time: 29.7850990295, weight_update_time: 0.0751080140, other_time: 1.6714057922
epoch time: 4.2944421768s, input_fired_time: 0.0839387104, output_fired_time: 0.0000000000, propagate_forward_time: 3.9267301559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2837734222
validation[          , genome  5738] predictions:    9700/  10000 (97.00%), best:    9730/10000 (97.30%), error:       950.40771, best error:       932.89771 on epoch:    51, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 53.9050178528s, input_fired_time: 0.8105105758, output_fired_time: 0.4972192049, propagate_forward_time: 20.8065357208, propagate_backward_time: 30.1030902863, weight_update_time: 0.0755021572, other_time: 1.6876640320
epoch time: 4.2358384132s, input_fired_time: 0.0814452618, output_fired_time: 0.0000000000, propagate_forward_time: 3.8751125336, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2792806625
validation[          , genome  5738] predictions:    9706/  10000 (97.06%), best:    9730/10000 (97.30%), error:       964.36719, best error:       932.89771 on epoch:    51, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 52.6241798401s, input_fired_time: 0.7949618101, output_fired_time: 0.4852831066, propagate_forward_time: 20.2742919922, propagate_backward_time: 29.4117221832, weight_update_time: 0.0741110519, other_time: 1.6579227448
epoch time: 4.6400127411s, input_fired_time: 0.0898527578, output_fired_time: 0.0000000000, propagate_forward_time: 4.2480573654, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3021025658
validation[          , genome  5738] predictions:    9709/  10000 (97.09%), best:    9730/10000 (97.30%), error:       990.25031, best error:       932.89771 on epoch:    51, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 52.6352119446s, input_fired_time: 0.7958490849, output_fired_time: 0.4857448339, propagate_forward_time: 20.3235931396, propagate_backward_time: 29.3732433319, weight_update_time: 0.0737787262, other_time: 1.6567821503
epoch time: 4.2502832413s, input_fired_time: 0.0869717076, output_fired_time: 0.0000000000, propagate_forward_time: 3.8770632744, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2862482071
validation[          , genome  5738] predictions:    9664/  10000 (96.64%), best:    9730/10000 (97.30%), error:      1101.64807, best error:       932.89771 on epoch:    51, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 51.5222015381s, input_fired_time: 0.7842530012, output_fired_time: 0.4774356782, propagate_forward_time: 19.8390808105, propagate_backward_time: 28.8150882721, weight_update_time: 0.0726488605, other_time: 1.6063442230
epoch time: 4.2447886467s, input_fired_time: 0.0850496590, output_fired_time: 0.0000000000, propagate_forward_time: 3.8764934540, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2832455635
validation[          , genome  5738] predictions:    9709/  10000 (97.09%), best:    9730/10000 (97.30%), error:       944.41345, best error:       932.89771 on epoch:    51, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 50.7429618835s, input_fired_time: 0.7859204412, output_fired_time: 0.4701653123, propagate_forward_time: 19.4987487793, propagate_backward_time: 28.3790416718, weight_update_time: 0.0718441457, other_time: 1.6090869904
epoch time: 4.2568726540s, input_fired_time: 0.0829098225, output_fired_time: 0.0000000000, propagate_forward_time: 3.8900179863, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2839446068
validation[          , genome  5738] predictions:    9689/  10000 (96.89%), best:    9730/10000 (97.30%), error:      1029.23022, best error:       932.89771 on epoch:    51, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 50.6876449585s, input_fired_time: 0.7857919931, output_fired_time: 0.4695689976, propagate_forward_time: 19.4879760742, propagate_backward_time: 28.3267917633, weight_update_time: 0.0717307627, other_time: 1.6175136566
epoch time: 4.2434239388s, input_fired_time: 0.0826406702, output_fired_time: 0.0000000000, propagate_forward_time: 3.8795866966, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2811965942
validation[          , genome  5738] predictions:    9636/  10000 (96.36%), best:    9730/10000 (97.30%), error:      1211.25818, best error:       932.89771 on epoch:    51, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 50.9253044128s, input_fired_time: 0.7852135897, output_fired_time: 0.4715365171, propagate_forward_time: 19.5568618774, propagate_backward_time: 28.4971103668, weight_update_time: 0.0717200339, other_time: 1.6145839691
epoch time: 4.2529349327s, input_fired_time: 0.0839355290, output_fired_time: 0.0000000000, propagate_forward_time: 3.8860290051, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2829701900
validation[          , genome  5738] predictions:    9719/  10000 (97.19%), best:    9730/10000 (97.30%), error:      1011.88422, best error:       932.89771 on epoch:    51, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 50.7455787659s, input_fired_time: 0.7875797749, output_fired_time: 0.4707176387, propagate_forward_time: 19.5002784729, propagate_backward_time: 28.3768177032, weight_update_time: 0.0717520639, other_time: 1.6101856232
epoch time: 4.2497706413s, input_fired_time: 0.0838829353, output_fired_time: 0.0000000000, propagate_forward_time: 3.8784513474, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2874364853
validation[          , genome  5738] predictions:    9696/  10000 (96.96%), best:    9730/10000 (97.30%), error:      1033.81287, best error:       932.89771 on epoch:    51, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 50.5341072083s, input_fired_time: 0.7840421200, output_fired_time: 0.4688479900, propagate_forward_time: 19.4197273254, propagate_backward_time: 28.2525272369, weight_update_time: 0.0715356246, other_time: 1.6089611053
epoch time: 4.4110140800s, input_fired_time: 0.0881903619, output_fired_time: 0.0000000000, propagate_forward_time: 4.0201692581, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3026542664
validation[          , genome  5738] predictions:    9682/  10000 (96.82%), best:    9730/10000 (97.30%), error:      1062.72168, best error:       932.89771 on epoch:    51, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 51.2073326111s, input_fired_time: 0.7898456454, output_fired_time: 0.4753841758, propagate_forward_time: 19.7072296143, propagate_backward_time: 28.5945682526, weight_update_time: 0.0724068806, other_time: 1.6403064728
epoch time: 4.2706689835s, input_fired_time: 0.0875540897, output_fired_time: 0.0000000000, propagate_forward_time: 3.8944001198, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2887148857
validation[          , genome  5738] predictions:    9665/  10000 (96.65%), best:    9730/10000 (97.30%), error:      1128.40662, best error:       932.89771 on epoch:    51, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 50.6008377075s, input_fired_time: 0.7876974344, output_fired_time: 0.4710021317, propagate_forward_time: 19.4206752777, propagate_backward_time: 28.2893924713, weight_update_time: 0.0720995739, other_time: 1.6320724487
epoch time: 4.2522521019s, input_fired_time: 0.0856964961, output_fired_time: 0.0000000000, propagate_forward_time: 3.8823692799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2841861248
validation[          , genome  5738] predictions:    9714/  10000 (97.14%), best:    9730/10000 (97.30%), error:       968.80243, best error:       932.89771 on epoch:    51, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 50.5811805725s, input_fired_time: 0.7887211442, output_fired_time: 0.4698457718, propagate_forward_time: 19.4164600372, propagate_backward_time: 28.2829341888, weight_update_time: 0.0718049258, other_time: 1.6232185364
epoch time: 4.2409834862s, input_fired_time: 0.0840227827, output_fired_time: 0.0000000000, propagate_forward_time: 3.8756251335, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2813353539
validation[          , genome  5738] predictions:    9728/  10000 (97.28%), best:    9730/10000 (97.30%), error:       946.42188, best error:       932.89771 on epoch:    51, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 50.8619537354s, input_fired_time: 0.7883165479, output_fired_time: 0.4728349447, propagate_forward_time: 19.5210056305, propagate_backward_time: 28.4542884827, weight_update_time: 0.0721745715, other_time: 1.6255092621
epoch time: 4.2447471619s, input_fired_time: 0.0852154046, output_fired_time: 0.0000000000, propagate_forward_time: 3.8753316402, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2841999531
validation[          , genome  5738] predictions:    9714/  10000 (97.14%), best:    9730/10000 (97.30%), error:       969.70520, best error:       932.89771 on epoch:    51, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 50.5526924133s, input_fired_time: 0.7904638648, output_fired_time: 0.4704006612, propagate_forward_time: 19.4122943878, propagate_backward_time: 28.2631301880, weight_update_time: 0.0723392963, other_time: 1.6164035797
epoch time: 4.2441959381s, input_fired_time: 0.0849064961, output_fired_time: 0.0000000000, propagate_forward_time: 3.8750040531, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2842853069
validation[          , genome  5738] predictions:    9698/  10000 (96.98%), best:    9730/10000 (97.30%), error:       985.36310, best error:       932.89771 on epoch:    51, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 50.8379058838s, input_fired_time: 0.7932861447, output_fired_time: 0.4728107154, propagate_forward_time: 19.5582561493, propagate_backward_time: 28.3817977905, weight_update_time: 0.0723947659, other_time: 1.6317577362
epoch time: 4.2501835823s, input_fired_time: 0.0860694796, output_fired_time: 0.0000000000, propagate_forward_time: 3.8768939972, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2872200012
validation[          , genome  5738] predictions:    9705/  10000 (97.05%), best:    9730/10000 (97.30%), error:       989.95483, best error:       932.89771 on epoch:    51, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 50.4814186096s, input_fired_time: 0.7836477757, output_fired_time: 0.4691970646, propagate_forward_time: 19.4048805237, propagate_backward_time: 28.2280883789, weight_update_time: 0.0714133456, other_time: 1.5956039429
epoch time: 4.2435646057s, input_fired_time: 0.0846586749, output_fired_time: 0.0000000000, propagate_forward_time: 3.8744955063, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2844104767
validation[          , genome  5738] predictions:    9610/  10000 (96.10%), best:    9730/10000 (97.30%), error:      1296.26099, best error:       932.89771 on epoch:    51, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 51.5741691589s, input_fired_time: 0.7939720750, output_fired_time: 0.4767813087, propagate_forward_time: 19.8562736511, propagate_backward_time: 28.8271579742, weight_update_time: 0.0727194622, other_time: 1.6199855804
epoch time: 4.2407178879s, input_fired_time: 0.0846121535, output_fired_time: 0.0000000000, propagate_forward_time: 3.8750824928, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2810230255
validation[          , genome  5738] predictions:    9708/  10000 (97.08%), best:    9730/10000 (97.30%), error:      1011.78479, best error:       932.89771 on epoch:    51, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 50.5697784424s, input_fired_time: 0.7890196443, output_fired_time: 0.4696022272, propagate_forward_time: 19.4339218140, propagate_backward_time: 28.2760696411, weight_update_time: 0.0717008933, other_time: 1.6011657715
epoch time: 4.2448563576s, input_fired_time: 0.0860711783, output_fired_time: 0.0000000000, propagate_forward_time: 3.8761951923, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2825901508
validation[          , genome  5738] predictions:    9703/  10000 (97.03%), best:    9730/10000 (97.30%), error:       977.01312, best error:       932.89771 on epoch:    51, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 50.6891632080s, input_fired_time: 0.7920528650, output_fired_time: 0.4702179432, propagate_forward_time: 19.4919300079, propagate_backward_time: 28.3253078461, weight_update_time: 0.0719760135, other_time: 1.6096534729
epoch time: 4.2383146286s, input_fired_time: 0.0839291364, output_fired_time: 0.0000000000, propagate_forward_time: 3.8731052876, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2812802792
validation[          , genome  5738] predictions:    9695/  10000 (96.95%), best:    9730/10000 (97.30%), error:      1019.56635, best error:       932.89771 on epoch:    51, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 50.3966407776s, input_fired_time: 0.7832554579, output_fired_time: 0.4689674973, propagate_forward_time: 19.3675308228, propagate_backward_time: 28.1933746338, weight_update_time: 0.0713258684, other_time: 1.5835113525
epoch time: 4.2544946671s, input_fired_time: 0.0838470384, output_fired_time: 0.0000000000, propagate_forward_time: 3.8730640411, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2975835800
validation[          , genome  5738] predictions:    9660/  10000 (96.60%), best:    9730/10000 (97.30%), error:      1113.81616, best error:       932.89771 on epoch:    51, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 50.4316825867s, input_fired_time: 0.7827705741, output_fired_time: 0.4683609307, propagate_forward_time: 19.3834495544, propagate_backward_time: 28.2081871033, weight_update_time: 0.0718154162, other_time: 1.5889129639
epoch time: 4.2494268417s, input_fired_time: 0.0868234560, output_fired_time: 0.0000000000, propagate_forward_time: 3.8757567406, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2868466377
validation[          , genome  5738] predictions:    9675/  10000 (96.75%), best:    9730/10000 (97.30%), error:      1063.78821, best error:       932.89771 on epoch:    51, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 51.9916915894s, input_fired_time: 0.7953649759, output_fired_time: 0.4803164899, propagate_forward_time: 20.0208740234, propagate_backward_time: 29.0297126770, weight_update_time: 0.0737014115, other_time: 1.6654243469
epoch time: 4.2616963387s, input_fired_time: 0.0880988240, output_fired_time: 0.0000000000, propagate_forward_time: 3.8786118031, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2949855328
validation[          , genome  5738] predictions:    9663/  10000 (96.63%), best:    9730/10000 (97.30%), error:      1126.35278, best error:       932.89771 on epoch:    51, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 50.7889976501s, input_fired_time: 0.7883921862, output_fired_time: 0.4707664549, propagate_forward_time: 19.5329818726, propagate_backward_time: 28.3896961212, weight_update_time: 0.0720887855, other_time: 1.6071605682
epoch time: 4.2335834503s, input_fired_time: 0.0823800340, output_fired_time: 0.0000000000, propagate_forward_time: 3.8744697571, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2767338753
validation[          , genome  5738] predictions:    9672/  10000 (96.72%), best:    9730/10000 (97.30%), error:      1089.47351, best error:       932.89771 on epoch:    51, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 51.0829429626s, input_fired_time: 0.7922466993, output_fired_time: 0.4741855860, propagate_forward_time: 19.6256523132, propagate_backward_time: 28.5686702728, weight_update_time: 0.0725116730, other_time: 1.6221866608
epoch time: 4.2431325912s, input_fired_time: 0.0846411809, output_fired_time: 0.0000000000, propagate_forward_time: 3.8759994507, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2824921608
validation[          , genome  5738] predictions:    9670/  10000 (96.70%), best:    9730/10000 (97.30%), error:      1155.50244, best error:       932.89771 on epoch:    51, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 52.6222419739s, input_fired_time: 0.8052213788, output_fired_time: 0.4848125875, propagate_forward_time: 20.2602462769, propagate_backward_time: 29.4042720795, weight_update_time: 0.0746986121, other_time: 1.6676883698
epoch time: 4.2424249649s, input_fired_time: 0.0838969350, output_fired_time: 0.0000000000, propagate_forward_time: 3.8761920929, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2823357582
validation[          , genome  5738] predictions:    9669/  10000 (96.69%), best:    9730/10000 (97.30%), error:      1060.95593, best error:       932.89771 on epoch:    51, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 51.3452186584s, input_fired_time: 0.7924939990, output_fired_time: 0.4769572616, propagate_forward_time: 19.7186584473, propagate_backward_time: 28.7396316528, weight_update_time: 0.0729502141, other_time: 1.6174774170
epoch time: 4.2401676178s, input_fired_time: 0.0832024887, output_fired_time: 0.0000000000, propagate_forward_time: 3.8747975826, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2821676731
validation[          , genome  5738] predictions:    9696/  10000 (96.96%), best:    9730/10000 (97.30%), error:      1027.70007, best error:       932.89771 on epoch:    51, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 50.5268592834s, input_fired_time: 0.7874622345, output_fired_time: 0.4699458182, propagate_forward_time: 19.4002380371, propagate_backward_time: 28.2577857971, weight_update_time: 0.0721756816, other_time: 1.6114273071
epoch time: 4.2402839661s, input_fired_time: 0.0843003988, output_fired_time: 0.0000000000, propagate_forward_time: 3.8749239445, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2810595036
validation[          , genome  5738] predictions:    9680/  10000 (96.80%), best:    9730/10000 (97.30%), error:      1061.06091, best error:       932.89771 on epoch:    51, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 50.5453338623s, input_fired_time: 0.7898695469, output_fired_time: 0.4694034159, propagate_forward_time: 19.4220256805, propagate_backward_time: 28.2742862701, weight_update_time: 0.0688779652, other_time: 1.5897483826
epoch time: 4.2606081963s, input_fired_time: 0.0897687599, output_fired_time: 0.0000000000, propagate_forward_time: 3.8836681843, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2871711254
validation[          , genome  5738] predictions:    9709/  10000 (97.09%), best:    9730/10000 (97.30%), error:      1001.60254, best error:       932.89771 on epoch:    51, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 50.3870849609s, input_fired_time: 0.7845111489, output_fired_time: 0.4680683613, propagate_forward_time: 19.3806056976, propagate_backward_time: 28.1972370148, weight_update_time: 0.0685029924, other_time: 1.5566635132
epoch time: 4.2365388870s, input_fired_time: 0.0838558972, output_fired_time: 0.0000000000, propagate_forward_time: 3.8748199940, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2778627872
validation[          , genome  5738] predictions:    9646/  10000 (96.46%), best:    9730/10000 (97.30%), error:      1149.16809, best error:       932.89771 on epoch:    51, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 50.3502693176s, input_fired_time: 0.7860667109, output_fired_time: 0.4672912955, propagate_forward_time: 19.3706493378, propagate_backward_time: 28.1679592133, weight_update_time: 0.0682950765, other_time: 1.5583000183
epoch time: 4.2384629250s, input_fired_time: 0.0847524628, output_fired_time: 0.0000000000, propagate_forward_time: 3.8749308586, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2787795067
validation[          , genome  5738] predictions:    9657/  10000 (96.57%), best:    9730/10000 (97.30%), error:      1120.42615, best error:       932.89771 on epoch:    51, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 50.6989288330s, input_fired_time: 0.7920206785, output_fired_time: 0.4700596929, propagate_forward_time: 19.5156192780, propagate_backward_time: 28.3536586761, weight_update_time: 0.0687955767, other_time: 1.5675735474
epoch time: 4.2392969131s, input_fired_time: 0.0872642621, output_fired_time: 0.0000000000, propagate_forward_time: 3.8739273548, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2781054974
validation[          , genome  5738] predictions:    9708/  10000 (97.08%), best:    9730/10000 (97.30%), error:       997.23224, best error:       932.89771 on epoch:    51, 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: 21.2290649414s, input_fired_time: 0.4039950967, output_fired_time: 0.0000000000, propagate_forward_time: 19.3865890503, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4384803772
best training[          , genome  5738] predictions:   49290/  50000 (98.58%), best:    9730/10000 (97.30%), error:      2599.83813, best error:       932.89771 on epoch:    51, 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: 4.3257083893s, input_fired_time: 0.0820896104, output_fired_time: 0.0000000000, propagate_forward_time: 3.9382348061, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3053841591
   testing[          , genome  5738] predictions:    9762/  10000 (97.62%), best:    9730/10000 (97.30%), error:       839.90143, best error:       932.89771 on epoch:    51, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
23:10:07 (5567): called boinc_finish(0)

</stderr_txt>
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