Nameexact_genome_1542495604_186_6189_1
Workunit4095601
Created18 Nov 2018, 2:05:23 UTC
Sent18 Nov 2018, 2:07:46 UTC
Report deadline21 Feb 2019, 1:43:47 UTC
Received24 Nov 2018, 20:57:06 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID73855
Run time2 days 6 hours 33 min 13 sec
CPU time2 days 6 hours 26 min 33 sec
Validate stateValid
Credit23,745.84
Device peak FLOPS3.20 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size532.57 MB
Peak swap size534.36 MB
Peak disk usage7.28 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
agate_forward_time: 750.1941528320, propagate_backward_time: 1005.0632934570, weight_update_time: 0.7786577344, other_time: 15.7354736328
epoch time: 153.4913635254s, input_fired_time: 1.1048996449, output_fired_time: 0.0000000000, propagate_forward_time: 149.7484283447, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6380310059
validation[          , genome  6189] predictions:    5293/  10000 (52.93%), best:    5593/10000 (55.93%), error:     13809.29102, best error:     12947.01562 on epoch:     1, epoch:   15/100, mu: 0.7741355300, learning_rate: 0.0000578558, weight_decay: 0.0002545701

epoch time: 1799.2222900391s, input_fired_time: 19.8024311066, output_fired_time: 7.4119849205, propagate_forward_time: 751.1677246094, propagate_backward_time: 1004.9856567383, weight_update_time: 0.7835072279, other_time: 15.8544311523
epoch time: 154.1387634277s, input_fired_time: 1.1208702326, output_fired_time: 0.0000000000, propagate_forward_time: 150.3335113525, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6843872070
validation[          , genome  6189] predictions:    5555/  10000 (55.55%), best:    5593/10000 (55.93%), error:     13133.80566, best error:     12947.01562 on epoch:     1, epoch:   16/100, mu: 0.7852647901, learning_rate: 0.0000541463, weight_decay: 0.0002412828

epoch time: 1796.9335937500s, input_fired_time: 19.7823886871, output_fired_time: 7.4220528603, propagate_forward_time: 750.3654785156, propagate_backward_time: 1003.6218872070, weight_update_time: 0.7772555947, other_time: 15.7418823242
epoch time: 154.0416564941s, input_fired_time: 1.1076165438, output_fired_time: 0.0000000000, propagate_forward_time: 150.3048248291, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6292114258
validation[          , genome  6189] predictions:    5597/  10000 (55.97%), best:    5593/10000 (55.93%), error:     13012.87305, best error:     12947.01562 on epoch:     1, epoch:   17/100, mu: 0.7958202362, learning_rate: 0.0000506747, weight_decay: 0.0002286891

epoch time: 1790.3443603516s, input_fired_time: 19.7601528168, output_fired_time: 7.3743667603, propagate_forward_time: 748.3442993164, propagate_backward_time: 999.1427612305, weight_update_time: 0.7780627012, other_time: 15.7227783203
epoch time: 154.1604614258s, input_fired_time: 1.1128814220, output_fired_time: 0.0000000000, propagate_forward_time: 150.3963928223, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6511840820
validation[          , genome  6189] predictions:    5469/  10000 (54.69%), best:    5593/10000 (55.93%), error:     13484.36230, best error:     12947.01562 on epoch:     1, epoch:   18/100, mu: 0.8058314919, learning_rate: 0.0000474256, weight_decay: 0.0002167526

epoch time: 1792.4495849609s, input_fired_time: 19.7557926178, output_fired_time: 7.3780784607, propagate_forward_time: 748.8161010742, propagate_backward_time: 1000.7910766602, weight_update_time: 0.7743343711, other_time: 15.7086181641
epoch time: 153.3635101318s, input_fired_time: 1.1100679636, output_fired_time: 0.0000000000, propagate_forward_time: 149.5915985107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6618499756
validation[          , genome  6189] predictions:    5551/  10000 (55.51%), best:    5593/10000 (55.93%), error:     13035.09863, best error:     12947.01562 on epoch:     1, epoch:   19/100, mu: 0.8153266311, learning_rate: 0.0000443849, weight_decay: 0.0002054392

epoch time: 1799.1088867188s, input_fired_time: 19.8298149109, output_fired_time: 7.4451565742, propagate_forward_time: 750.5809326172, propagate_backward_time: 1005.5354003906, weight_update_time: 0.7748744488, other_time: 15.7175292969
epoch time: 154.1785736084s, input_fired_time: 1.1237777472, output_fired_time: 0.0000000000, propagate_forward_time: 150.4211578369, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6336364746
validation[          , genome  6189] predictions:    5741/  10000 (57.41%), best:    5741/10000 (57.41%), error:     12627.51172, best error:     12627.51172 on epoch:    20, epoch:   20/100, mu: 0.8243321776, learning_rate: 0.0000415391, weight_decay: 0.0001947163

epoch time: 1800.6629638672s, input_fired_time: 19.8636608124, output_fired_time: 7.4322013855, propagate_forward_time: 751.6497802734, propagate_backward_time: 1005.9470825195, weight_update_time: 0.7767453790, other_time: 15.7702026367
epoch time: 154.9338684082s, input_fired_time: 1.0991307497, output_fired_time: 0.0000000000, propagate_forward_time: 151.1270751953, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7076568604
validation[          , genome  6189] predictions:    5594/  10000 (55.94%), best:    5741/10000 (57.41%), error:     13042.64551, best error:     12627.51172 on epoch:    20, epoch:   21/100, mu: 0.8328734636, learning_rate: 0.0000388758, weight_decay: 0.0001845531

epoch time: 1790.9329833984s, input_fired_time: 19.7432518005, output_fired_time: 7.3992061615, propagate_forward_time: 748.4180297852, propagate_backward_time: 999.7109985352, weight_update_time: 0.7745662332, other_time: 15.6614990234
epoch time: 153.7276306152s, input_fired_time: 1.1111376286, output_fired_time: 0.0000000000, propagate_forward_time: 149.9783477783, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6381378174
validation[          , genome  6189] predictions:    5544/  10000 (55.44%), best:    5741/10000 (57.41%), error:     13112.25391, best error:     12627.51172 on epoch:    20, epoch:   22/100, mu: 0.8409743905, learning_rate: 0.0000363832, weight_decay: 0.0001749204

epoch time: 1797.7153320312s, input_fired_time: 19.8390922546, output_fired_time: 7.4247198105, propagate_forward_time: 750.4094238281, propagate_backward_time: 1004.3123779297, weight_update_time: 0.7765954137, other_time: 15.7297363281
epoch time: 153.6135253906s, input_fired_time: 1.1158332825, output_fired_time: 0.0000000000, propagate_forward_time: 149.8791809082, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6185150146
validation[          , genome  6189] predictions:    5338/  10000 (53.38%), best:    5741/10000 (57.41%), error:     13390.74121, best error:     12627.51172 on epoch:    20, epoch:   23/100, mu: 0.8486576676, learning_rate: 0.0000340505, weight_decay: 0.0001657904

epoch time: 1800.2603759766s, input_fired_time: 19.8525257111, output_fired_time: 7.4202551842, propagate_forward_time: 751.1406250000, propagate_backward_time: 1005.9757690430, weight_update_time: 0.7798219323, other_time: 15.8711547852
epoch time: 154.0008697510s, input_fired_time: 1.1238111258, output_fired_time: 0.0000000000, propagate_forward_time: 150.2495574951, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6275024414
validation[          , genome  6189] predictions:    5618/  10000 (56.18%), best:    5741/10000 (57.41%), error:     12835.25195, best error:     12627.51172 on epoch:    20, epoch:   24/100, mu: 0.8559448123, learning_rate: 0.0000318673, weight_decay: 0.0001571370

epoch time: 1793.0843505859s, input_fired_time: 19.7411098480, output_fired_time: 7.4160585403, propagate_forward_time: 748.5875854492, propagate_backward_time: 1001.6859130859, weight_update_time: 0.7729296684, other_time: 15.6537475586
epoch time: 153.4810791016s, input_fired_time: 1.1215581894, output_fired_time: 0.0000000000, propagate_forward_time: 149.7451782227, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6143493652
validation[          , genome  6189] predictions:    5749/  10000 (57.49%), best:    5749/10000 (57.49%), error:     12587.81738, best error:     12587.81738 on epoch:    25, epoch:   25/100, mu: 0.8628562689, learning_rate: 0.0000298241, weight_decay: 0.0001489352

epoch time: 1797.0750732422s, input_fired_time: 19.8468284607, output_fired_time: 7.4513750076, propagate_forward_time: 750.0723876953, propagate_backward_time: 1004.0173339844, weight_update_time: 0.7823989391, other_time: 15.6871337891
epoch time: 154.2030029297s, input_fired_time: 1.1205034256, output_fired_time: 0.0000000000, propagate_forward_time: 150.4474639893, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6350402832
validation[          , genome  6189] predictions:    5762/  10000 (57.62%), best:    5762/10000 (57.62%), error:     12539.72168, best error:     12539.72168 on epoch:    26, epoch:   26/100, mu: 0.8694113493, learning_rate: 0.0000279119, weight_decay: 0.0001411615

epoch time: 1798.0410156250s, input_fired_time: 19.8102436066, output_fired_time: 7.4413175583, propagate_forward_time: 751.3558959961, propagate_backward_time: 1003.7052612305, weight_update_time: 0.7737767696, other_time: 15.7282714844
epoch time: 153.2004547119s, input_fired_time: 1.1179698706, output_fired_time: 0.0000000000, propagate_forward_time: 149.4451293945, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6373596191
validation[          , genome  6189] predictions:    5584/  10000 (55.84%), best:    5762/10000 (57.62%), error:     12893.39648, best error:     12539.72168 on epoch:    26, epoch:   27/100, mu: 0.8756284714, learning_rate: 0.0000261223, weight_decay: 0.0001337936

epoch time: 1792.5965576172s, input_fired_time: 19.7565193176, output_fired_time: 7.3767695427, propagate_forward_time: 747.8234252930, propagate_backward_time: 1001.9712524414, weight_update_time: 0.7755362391, other_time: 15.6687011719
epoch time: 153.2995300293s, input_fired_time: 1.1201106310, output_fired_time: 0.0000000000, propagate_forward_time: 149.5382995605, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6411132812
validation[          , genome  6189] predictions:    5657/  10000 (56.57%), best:    5762/10000 (57.62%), error:     12649.11426, best error:     12539.72168 on epoch:    26, epoch:   28/100, mu: 0.8815250993, learning_rate: 0.0000244475, weight_decay: 0.0001268102

epoch time: 1794.1485595703s, input_fired_time: 19.8331127167, output_fired_time: 7.4191107750, propagate_forward_time: 749.4723510742, propagate_backward_time: 1001.7028808594, weight_update_time: 0.7773515582, other_time: 15.7211303711
epoch time: 153.9113159180s, input_fired_time: 1.1240208149, output_fired_time: 0.0000000000, propagate_forward_time: 150.1360626221, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6512298584
validation[          , genome  6189] predictions:    5677/  10000 (56.77%), best:    5762/10000 (57.62%), error:     12693.00488, best error:     12539.72168 on epoch:    26, epoch:   29/100, mu: 0.8871176839, learning_rate: 0.0000228800, weight_decay: 0.0001201914

epoch time: 1794.3244628906s, input_fired_time: 19.7989883423, output_fired_time: 7.3929677010, propagate_forward_time: 749.0792236328, propagate_backward_time: 1002.2182617188, weight_update_time: 0.7919095755, other_time: 15.8350830078
epoch time: 154.2800903320s, input_fired_time: 1.1373544931, output_fired_time: 0.0000000000, propagate_forward_time: 150.4601287842, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6826019287
validation[          , genome  6189] predictions:    5770/  10000 (57.70%), best:    5770/10000 (57.70%), error:     12440.80957, best error:     12440.80957 on epoch:    30, epoch:   30/100, mu: 0.8924219608, learning_rate: 0.0000214130, weight_decay: 0.0001139180

epoch time: 1798.3835449219s, input_fired_time: 19.8656330109, output_fired_time: 7.4125890732, propagate_forward_time: 750.5426635742, propagate_backward_time: 1004.8675537109, weight_update_time: 0.7882775664, other_time: 15.6951293945
epoch time: 153.6610565186s, input_fired_time: 1.1281236410, output_fired_time: 0.0000000000, propagate_forward_time: 149.8978576660, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6350708008
validation[          , genome  6189] predictions:    5790/  10000 (57.90%), best:    5790/10000 (57.90%), error:     12408.47656, best error:     12408.47656 on epoch:    31, epoch:   31/100, mu: 0.8974527717, learning_rate: 0.0000200401, weight_decay: 0.0001079720

epoch time: 1792.3798828125s, input_fired_time: 19.7896499634, output_fired_time: 7.4183073044, propagate_forward_time: 748.2037353516, propagate_backward_time: 1001.3012695312, weight_update_time: 0.7743577957, other_time: 15.6668701172
epoch time: 154.5392608643s, input_fired_time: 1.1231421232, output_fired_time: 0.0000000000, propagate_forward_time: 150.7751007080, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6410217285
validation[          , genome  6189] predictions:    5794/  10000 (57.94%), best:    5794/10000 (57.94%), error:     12406.10156, best error:     12406.10156 on epoch:    32, epoch:   32/100, mu: 0.9022241831, learning_rate: 0.0000187552, weight_decay: 0.0001023364

epoch time: 1797.7412109375s, input_fired_time: 19.8488674164, output_fired_time: 7.4306540489, propagate_forward_time: 750.5046386719, propagate_backward_time: 1004.1896362305, weight_update_time: 0.7741885185, other_time: 15.7673950195
epoch time: 153.7849884033s, input_fired_time: 1.1173769236, output_fired_time: 0.0000000000, propagate_forward_time: 150.0073394775, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6602783203
validation[          , genome  6189] predictions:    5749/  10000 (57.49%), best:    5749/10000 (57.49%), error:     12394.81934, best error:     12394.81934 on epoch:    33, epoch:   33/100, mu: 0.9067496061, learning_rate: 0.0000175527, weight_decay: 0.0000969950

epoch time: 23390.9882812500s, input_fired_time: 19.7997341156, output_fired_time: 7.3710665703, propagate_forward_time: 22347.4511718750, propagate_backward_time: 1000.6129150391, weight_update_time: 0.7804030776, other_time: 15.7542724609
epoch time: 153.6587677002s, input_fired_time: 1.1350169182, output_fired_time: 0.0000000000, propagate_forward_time: 149.8794250488, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6443328857
validation[          , genome  6189] predictions:    5764/  10000 (57.64%), best:    5749/10000 (57.49%), error:     12465.72168, best error:     12394.81934 on epoch:    33, epoch:   34/100, mu: 0.9110417366, learning_rate: 0.0000164273, weight_decay: 0.0000919323

epoch time: 1790.7861328125s, input_fired_time: 19.8031311035, output_fired_time: 7.3907923698, propagate_forward_time: 747.9591064453, propagate_backward_time: 999.9757690430, weight_update_time: 0.7788581848, other_time: 15.6574096680
epoch time: 153.8645477295s, input_fired_time: 1.1407414675, output_fired_time: 0.0000000000, propagate_forward_time: 150.0369110107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6868896484
validation[          , genome  6189] predictions:    5651/  10000 (56.51%), best:    5749/10000 (57.49%), error:     12624.41113, best error:     12394.81934 on epoch:    33, epoch:   35/100, mu: 0.9151125550, learning_rate: 0.0000153740, weight_decay: 0.0000871339

epoch time: 1795.1463623047s, input_fired_time: 19.8791961670, output_fired_time: 7.4021120071, propagate_forward_time: 750.1191406250, propagate_backward_time: 1002.0197143555, weight_update_time: 0.7761113048, other_time: 15.7262573242
epoch time: 154.3144531250s, input_fired_time: 1.1421080828, output_fired_time: 0.0000000000, propagate_forward_time: 150.5644378662, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6079101562
validation[          , genome  6189] predictions:    5807/  10000 (58.07%), best:    5807/10000 (58.07%), error:     12290.64258, best error:     12290.64258 on epoch:    36, epoch:   36/100, mu: 0.9189735055, learning_rate: 0.0000143883, weight_decay: 0.0000825860

epoch time: 1790.6309814453s, input_fired_time: 19.8454036713, output_fired_time: 7.3783731461, propagate_forward_time: 747.9719848633, propagate_backward_time: 999.7592163086, weight_update_time: 0.7772365212, other_time: 15.6759033203
epoch time: 153.6694946289s, input_fired_time: 1.1321887970, output_fired_time: 0.0000000000, propagate_forward_time: 149.8961486816, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6411590576
validation[          , genome  6189] predictions:    5748/  10000 (57.48%), best:    5807/10000 (58.07%), error:     12400.03027, best error:     12290.64258 on epoch:    36, epoch:   37/100, mu: 0.9226353765, learning_rate: 0.0000134658, weight_decay: 0.0000782754

epoch time: 1792.3503417969s, input_fired_time: 19.8282966614, output_fired_time: 7.4128866196, propagate_forward_time: 747.9956054688, propagate_backward_time: 1001.3884887695, weight_update_time: 0.7758980393, other_time: 15.7251586914
epoch time: 153.6118316650s, input_fired_time: 1.1321256161, output_fired_time: 0.0000000000, propagate_forward_time: 149.8476562500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6320495605
validation[          , genome  6189] predictions:    5827/  10000 (58.27%), best:    5827/10000 (58.27%), error:     12124.69043, best error:     12124.69043 on epoch:    38, epoch:   38/100, mu: 0.9261084795, learning_rate: 0.0000126024, weight_decay: 0.0000741898

epoch time: 1792.4378662109s, input_fired_time: 19.8534393311, output_fired_time: 7.4596934319, propagate_forward_time: 747.9581909180, propagate_backward_time: 1001.4793701172, weight_update_time: 0.7752885818, other_time: 15.6871948242
epoch time: 153.4753875732s, input_fired_time: 1.1277645826, output_fired_time: 0.0000000000, propagate_forward_time: 149.7217254639, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6259002686
validation[          , genome  6189] predictions:    5866/  10000 (58.66%), best:    5827/10000 (58.27%), error:     12255.15430, best error:     12124.69043 on epoch:    38, epoch:   39/100, mu: 0.9294025302, learning_rate: 0.0000117944, weight_decay: 0.0000703175

epoch time: 1791.9838867188s, input_fired_time: 19.8239173889, output_fired_time: 7.3960266113, propagate_forward_time: 748.1648559570, propagate_backward_time: 1000.9126586914, weight_update_time: 0.7776524425, other_time: 15.6864013672
epoch time: 153.7331390381s, input_fired_time: 1.1319878101, output_fired_time: 0.0000000000, propagate_forward_time: 149.9633331299, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6378173828
validation[          , genome  6189] predictions:    5660/  10000 (56.60%), best:    5827/10000 (58.27%), error:     12624.61328, best error:     12124.69043 on epoch:    38, epoch:   40/100, mu: 0.9325267076, learning_rate: 0.0000110382, weight_decay: 0.0000666472

epoch time: 1790.1097412109s, input_fired_time: 19.8283576965, output_fired_time: 7.3648819923, propagate_forward_time: 748.3558349609, propagate_backward_time: 998.8937377930, weight_update_time: 0.7831051350, other_time: 15.6669311523
epoch time: 153.2489318848s, input_fired_time: 1.1309727430, output_fired_time: 0.0000000000, propagate_forward_time: 149.4870910645, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6308746338
validation[          , genome  6189] predictions:    5828/  10000 (58.28%), best:    5827/10000 (58.27%), error:     12212.65234, best error:     12124.69043 on epoch:    38, epoch:   41/100, mu: 0.9354898334, learning_rate: 0.0000103305, weight_decay: 0.0000631686

epoch time: 1794.4519042969s, input_fired_time: 19.8769454956, output_fired_time: 7.4361310005, propagate_forward_time: 748.4173583984, propagate_backward_time: 1003.0578002930, weight_update_time: 0.7767390013, other_time: 15.6636352539
epoch time: 153.9289245605s, input_fired_time: 1.1380729675, output_fired_time: 0.0000000000, propagate_forward_time: 150.1518859863, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6389617920
validation[          , genome  6189] predictions:    5862/  10000 (58.62%), best:    5862/10000 (58.62%), error:     12087.43652, best error:     12087.43652 on epoch:    42, epoch:   42/100, mu: 0.9383001924, learning_rate: 0.0000096681, weight_decay: 0.0000598715

epoch time: 1793.8184814453s, input_fired_time: 19.8809051514, output_fired_time: 7.4364118576, propagate_forward_time: 748.5124511719, propagate_backward_time: 1002.3179931641, weight_update_time: 0.7774606943, other_time: 15.6707763672
epoch time: 153.6999816895s, input_fired_time: 1.1359653473, output_fired_time: 0.0000000000, propagate_forward_time: 149.9292602539, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6347503662
validation[          , genome  6189] predictions:    5973/  10000 (59.73%), best:    5973/10000 (59.73%), error:     11966.78711, best error:     11966.78711 on epoch:    43, epoch:   43/100, mu: 0.9409656525, learning_rate: 0.0000090483, weight_decay: 0.0000567465

epoch time: 1796.6094970703s, input_fired_time: 19.8975181580, output_fired_time: 7.4210348129, propagate_forward_time: 749.2290649414, propagate_backward_time: 1004.3599853516, weight_update_time: 0.7828204632, other_time: 15.7019653320
epoch time: 153.6342620850s, input_fired_time: 1.1360933781, output_fired_time: 0.0000000000, propagate_forward_time: 149.8474273682, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6507415771
validation[          , genome  6189] predictions:    5860/  10000 (58.60%), best:    5973/10000 (59.73%), error:     12182.97363, best error:     11966.78711 on epoch:    43, epoch:   44/100, mu: 0.9434937239, learning_rate: 0.0000084681, weight_decay: 0.0000537846

epoch time: 1790.0240478516s, input_fired_time: 19.8517761230, output_fired_time: 7.4007668495, propagate_forward_time: 747.7763671875, propagate_backward_time: 999.3062744141, weight_update_time: 0.7746279240, other_time: 15.6888427734
epoch time: 153.9470214844s, input_fired_time: 1.1399223804, output_fired_time: 0.0000000000, propagate_forward_time: 150.1577301025, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6493682861
validation[          , genome  6189] predictions:    5899/  10000 (58.99%), best:    5973/10000 (59.73%), error:     12106.40820, best error:     11966.78711 on epoch:    43, epoch:   45/100, mu: 0.9458914399, learning_rate: 0.0000079252, weight_decay: 0.0000509773

epoch time: 1795.0303955078s, input_fired_time: 19.9070186615, output_fired_time: 7.4168004990, propagate_forward_time: 749.1718750000, propagate_backward_time: 1002.8899536133, weight_update_time: 0.7790856361, other_time: 15.6448364258
epoch time: 154.1576080322s, input_fired_time: 1.1462935209, output_fired_time: 0.0000000000, propagate_forward_time: 150.3172149658, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6941070557
validation[          , genome  6189] predictions:    5847/  10000 (58.47%), best:    5973/10000 (59.73%), error:     12129.18750, best error:     11966.78711 on epoch:    43, epoch:   46/100, mu: 0.9481655359, learning_rate: 0.0000074170, weight_decay: 0.0000483166

epoch time: 1794.5072021484s, input_fired_time: 19.9059028625, output_fired_time: 7.4116992950, propagate_forward_time: 748.6755981445, propagate_backward_time: 1002.8423461914, weight_update_time: 0.7789304852, other_time: 15.6716308594
epoch time: 153.7248382568s, input_fired_time: 1.1375473738, output_fired_time: 0.0000000000, propagate_forward_time: 149.9434661865, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6438293457
validation[          , genome  6189] predictions:    5785/  10000 (57.85%), best:    5973/10000 (59.73%), error:     12217.75391, best error:     11966.78711 on epoch:    43, epoch:   47/100, mu: 0.9503223896, learning_rate: 0.0000069415, weight_decay: 0.0000457947

epoch time: 1793.1485595703s, input_fired_time: 19.8910121918, output_fired_time: 7.4209322929, propagate_forward_time: 748.8234863281, propagate_backward_time: 1001.3886108398, weight_update_time: 0.7748835683, other_time: 15.6245727539
epoch time: 153.7463531494s, input_fired_time: 1.1399755478, output_fired_time: 0.0000000000, propagate_forward_time: 149.9904479980, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6159362793
validation[          , genome  6189] predictions:    5932/  10000 (59.32%), best:    5932/10000 (59.32%), error:     11941.84863, best error:     11941.84863 on epoch:    48, epoch:   48/100, mu: 0.9523680210, learning_rate: 0.0000064964, weight_decay: 0.0000434044

epoch time: 1795.6948242188s, input_fired_time: 19.9627685547, output_fired_time: 7.4168524742, propagate_forward_time: 750.0607299805, propagate_backward_time: 1002.5104980469, weight_update_time: 0.7751800418, other_time: 15.7439575195
epoch time: 153.7854919434s, input_fired_time: 1.1397572756, output_fired_time: 0.0000000000, propagate_forward_time: 150.0293426514, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6163940430
validation[          , genome  6189] predictions:    5935/  10000 (59.35%), best:    5935/10000 (59.35%), error:     11904.05273, best error:     11904.05273 on epoch:    49, epoch:   49/100, mu: 0.9543082118, learning_rate: 0.0000060799, weight_decay: 0.0000411389

epoch time: 1787.3546142578s, input_fired_time: 19.8650074005, output_fired_time: 7.3613839149, propagate_forward_time: 746.8405761719, propagate_backward_time: 997.6048583984, weight_update_time: 0.7734252214, other_time: 15.6828613281
epoch time: 153.3464660645s, input_fired_time: 1.1463367939, output_fired_time: 0.0000000000, propagate_forward_time: 149.5378112793, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6623229980
validation[          , genome  6189] predictions:    5958/  10000 (59.58%), best:    5935/10000 (59.35%), error:     11935.37598, best error:     11904.05273 on epoch:    49, epoch:   50/100, mu: 0.9561483860, learning_rate: 0.0000056901, weight_decay: 0.0000389917

epoch time: 1793.5080566406s, input_fired_time: 19.9096870422, output_fired_time: 7.4433159828, propagate_forward_time: 748.1993408203, propagate_backward_time: 1002.2540283203, weight_update_time: 0.7747244835, other_time: 15.7016601562
epoch time: 154.1489562988s, input_fired_time: 1.1642398834, output_fired_time: 0.0000000000, propagate_forward_time: 150.3302917480, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6544189453
validation[          , genome  6189] predictions:    5921/  10000 (59.21%), best:    5935/10000 (59.35%), error:     12013.50684, best error:     11904.05273 on epoch:    49, epoch:   51/100, mu: 0.9578936696, learning_rate: 0.0000053253, weight_decay: 0.0000369565

epoch time: 1795.3278808594s, input_fired_time: 19.9174613953, output_fired_time: 7.4219861031, propagate_forward_time: 748.5365600586, propagate_backward_time: 1003.6627197266, weight_update_time: 0.7773330212, other_time: 15.7891235352
epoch time: 154.0421752930s, input_fired_time: 1.1549279690, output_fired_time: 0.0000000000, propagate_forward_time: 150.2524871826, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6347656250
validation[          , genome  6189] predictions:    5934/  10000 (59.34%), best:    5935/10000 (59.35%), error:     12044.42773, best error:     11904.05273 on epoch:    49, epoch:   52/100, mu: 0.9595489502, learning_rate: 0.0000049838, weight_decay: 0.0000350276

epoch time: 1792.1843261719s, input_fired_time: 19.8911800385, output_fired_time: 7.4096541405, propagate_forward_time: 748.0734252930, propagate_backward_time: 1001.1176147461, weight_update_time: 0.7789911628, other_time: 15.6923828125
epoch time: 153.4322662354s, input_fired_time: 1.1457533836, output_fired_time: 0.0000000000, propagate_forward_time: 149.6371459961, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6493682861
validation[          , genome  6189] predictions:    5957/  10000 (59.57%), best:    5935/10000 (59.35%), error:     11923.48145, best error:     11904.05273 on epoch:    49, epoch:   53/100, mu: 0.9611188769, learning_rate: 0.0000046643, weight_decay: 0.0000331993

epoch time: 1792.7253417969s, input_fired_time: 19.8864192963, output_fired_time: 7.4125571251, propagate_forward_time: 748.0858764648, propagate_backward_time: 1001.6357421875, weight_update_time: 0.7745330930, other_time: 15.7046508789
epoch time: 153.5950622559s, input_fired_time: 1.1392282248, output_fired_time: 0.0000000000, propagate_forward_time: 149.8153381348, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6405029297
validation[          , genome  6189] predictions:    5892/  10000 (58.92%), best:    5935/10000 (59.35%), error:     12004.13770, best error:     11904.05273 on epoch:    49, epoch:   54/100, mu: 0.9626079202, learning_rate: 0.0000043652, weight_decay: 0.0000314665

epoch time: 1792.9515380859s, input_fired_time: 19.9168663025, output_fired_time: 7.3865327835, propagate_forward_time: 748.8499755859, propagate_backward_time: 1001.0040893555, weight_update_time: 0.7760629058, other_time: 15.7941284180
epoch time: 153.8902435303s, input_fired_time: 1.1511889696, output_fired_time: 0.0000000000, propagate_forward_time: 150.0689849854, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6700744629
validation[          , genome  6189] predictions:    5884/  10000 (58.84%), best:    5935/10000 (59.35%), error:     12078.21094, best error:     11904.05273 on epoch:    49, epoch:   55/100, mu: 0.9640201926, learning_rate: 0.0000040854, weight_decay: 0.0000298241

epoch time: 1793.1921386719s, input_fired_time: 19.9086914062, output_fired_time: 7.4004101753, propagate_forward_time: 749.0452880859, propagate_backward_time: 1001.1597290039, weight_update_time: 0.7741067410, other_time: 15.6780395508
epoch time: 153.3916473389s, input_fired_time: 1.1448018551, output_fired_time: 0.0000000000, propagate_forward_time: 149.5984649658, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6483764648
validation[          , genome  6189] predictions:    6049/  10000 (60.49%), best:    6049/10000 (60.49%), error:     11807.66113, best error:     11807.66113 on epoch:    56, epoch:   56/100, mu: 0.9653596282, learning_rate: 0.0000038234, weight_decay: 0.0000282674

epoch time: 1794.7828369141s, input_fired_time: 19.9577999115, output_fired_time: 7.4173197746, propagate_forward_time: 748.8210449219, propagate_backward_time: 1002.7854614258, weight_update_time: 0.7802198529, other_time: 15.8012084961
epoch time: 153.7341156006s, input_fired_time: 1.1413526535, output_fired_time: 0.0000000000, propagate_forward_time: 149.9485473633, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6442108154
validation[          , genome  6189] predictions:    5957/  10000 (59.57%), best:    6049/10000 (60.49%), error:     11944.59961, best error:     11807.66113 on epoch:    56, epoch:   57/100, mu: 0.9666299820, learning_rate: 0.0000035783, weight_decay: 0.0000267920

epoch time: 1790.8668212891s, input_fired_time: 19.8867683411, output_fired_time: 7.3659124374, propagate_forward_time: 747.9974365234, propagate_backward_time: 999.9476318359, weight_update_time: 0.7747919559, other_time: 15.6690673828
epoch time: 153.3859405518s, input_fired_time: 1.1434334517, output_fired_time: 0.0000000000, propagate_forward_time: 149.6087951660, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6337127686
validation[          , genome  6189] predictions:    5992/  10000 (59.92%), best:    6049/10000 (60.49%), error:     11816.32422, best error:     11807.66113 on epoch:    56, epoch:   58/100, mu: 0.9678348899, learning_rate: 0.0000033489, weight_decay: 0.0000253936

epoch time: 1800.5004882812s, input_fired_time: 20.0027446747, output_fired_time: 7.4745411873, propagate_forward_time: 750.8916625977, propagate_backward_time: 1006.3508911133, weight_update_time: 0.7774323225, other_time: 15.7807617188
epoch time: 153.7760925293s, input_fired_time: 1.1466985941, output_fired_time: 0.0000000000, propagate_forward_time: 149.9875183105, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6418762207
validation[          , genome  6189] predictions:    5879/  10000 (58.79%), best:    6049/10000 (60.49%), error:     12071.30273, best error:     11807.66113 on epoch:    56, epoch:   59/100, mu: 0.9689776301, learning_rate: 0.0000031341, weight_decay: 0.0000240682

epoch time: 1792.4836425781s, input_fired_time: 19.9346294403, output_fired_time: 7.4212403297, propagate_forward_time: 748.5144042969, propagate_backward_time: 1000.8663330078, weight_update_time: 0.7750537992, other_time: 15.7470703125
epoch time: 153.5585937500s, input_fired_time: 1.1460191011, output_fired_time: 0.0000000000, propagate_forward_time: 149.7790832520, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6334838867
validation[          , genome  6189] predictions:    5906/  10000 (59.06%), best:    6049/10000 (60.49%), error:     11977.10352, best error:     11807.66113 on epoch:    56, epoch:   60/100, mu: 0.9700614810, learning_rate: 0.0000029332, weight_decay: 0.0000228119

epoch time: 1797.3149414062s, input_fired_time: 19.9599113464, output_fired_time: 7.4285449982, propagate_forward_time: 750.3200683594, propagate_backward_time: 1003.8489990234, weight_update_time: 0.7754388452, other_time: 15.7573242188
epoch time: 154.5277252197s, input_fired_time: 1.1579129696, output_fired_time: 0.0000000000, propagate_forward_time: 150.7020416260, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6677703857
validation[          , genome  6189] predictions:    5894/  10000 (58.94%), best:    6049/10000 (60.49%), error:     12023.81738, best error:     11807.66113 on epoch:    56, epoch:   61/100, mu: 0.9710894227, learning_rate: 0.0000027451, weight_decay: 0.0000216213

epoch time: 1796.5028076172s, input_fired_time: 19.9703483582, output_fired_time: 7.3970799446, propagate_forward_time: 750.5851440430, propagate_backward_time: 1002.8228149414, weight_update_time: 0.7760256529, other_time: 15.7274169922
epoch time: 154.2054138184s, input_fired_time: 1.1524076462, output_fired_time: 0.0000000000, propagate_forward_time: 150.4142761230, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6387329102
validation[          , genome  6189] predictions:    6011/  10000 (60.11%), best:    6011/10000 (60.11%), error:     11783.09082, best error:     11783.09082 on epoch:    62, epoch:   62/100, mu: 0.9720643759, learning_rate: 0.0000025691, weight_decay: 0.0000204927

epoch time: 1796.4462890625s, input_fired_time: 19.9875125885, output_fired_time: 7.4055643082, propagate_forward_time: 750.0477905273, propagate_backward_time: 1003.2879028320, weight_update_time: 0.7764257193, other_time: 15.7175292969
epoch time: 153.3798217773s, input_fired_time: 1.1497414112, output_fired_time: 0.0000000000, propagate_forward_time: 149.5977325439, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6323547363
validation[          , genome  6189] predictions:    5994/  10000 (59.94%), best:    5994/10000 (59.94%), error:     11782.02148, best error:     11782.02148 on epoch:    63, epoch:   63/100, mu: 0.9729890823, learning_rate: 0.0000024044, weight_decay: 0.0000194231

epoch time: 1795.3209228516s, input_fired_time: 20.0306510925, output_fired_time: 7.4028468132, propagate_forward_time: 749.7548828125, propagate_backward_time: 1002.4362792969, weight_update_time: 0.7761675715, other_time: 15.6962890625
epoch time: 153.9814910889s, input_fired_time: 1.1504694223, output_fired_time: 0.0000000000, propagate_forward_time: 150.1952667236, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6357574463
validation[          , genome  6189] predictions:    6002/  10000 (60.02%), best:    6002/10000 (60.02%), error:     11720.87695, best error:     11720.87695 on epoch:    64, epoch:   64/100, mu: 0.9738661051, learning_rate: 0.0000022502, weight_decay: 0.0000184093

epoch time: 1798.0870361328s, input_fired_time: 19.9571151733, output_fired_time: 7.4315404892, propagate_forward_time: 750.9347534180, propagate_backward_time: 1004.0187377930, weight_update_time: 0.7762659788, other_time: 15.7448730469
epoch time: 154.2752532959s, input_fired_time: 1.1515123844, output_fired_time: 0.0000000000, propagate_forward_time: 150.4867858887, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6369476318
validation[          , genome  6189] predictions:    5976/  10000 (59.76%), best:    6002/10000 (60.02%), error:     11821.43555, best error:     11720.87695 on epoch:    64, epoch:   65/100, mu: 0.9746978879, learning_rate: 0.0000021060, weight_decay: 0.0000174485

epoch time: 1761.8308105469s, input_fired_time: 19.6120338440, output_fired_time: 7.2949376106, propagate_forward_time: 735.8618774414, propagate_backward_time: 983.6677856445, weight_update_time: 0.7580980062, other_time: 15.3941650391
epoch time: 151.0782012939s, input_fired_time: 1.1644465923, output_fired_time: 0.0000000000, propagate_forward_time: 147.3463134766, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5674438477
validation[          , genome  6189] predictions:    6014/  10000 (60.14%), best:    6002/10000 (60.02%), error:     11788.47363, best error:     11720.87695 on epoch:    64, epoch:   66/100, mu: 0.9754868150, learning_rate: 0.0000019709, weight_decay: 0.0000165377

epoch time: 1754.5777587891s, input_fired_time: 19.5312023163, output_fired_time: 7.2755160332, propagate_forward_time: 732.8121948242, propagate_backward_time: 979.9863891602, weight_update_time: 0.7560037971, other_time: 14.9724121094
epoch time: 150.2329101562s, input_fired_time: 1.1208341122, output_fired_time: 0.0000000000, propagate_forward_time: 146.5998382568, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5122375488
validation[          , genome  6189] predictions:    6071/  10000 (60.71%), best:    6071/10000 (60.71%), error:     11719.94238, best error:     11719.94238 on epoch:    67, epoch:   67/100, mu: 0.9762350917, learning_rate: 0.0000018446, weight_decay: 0.0000156745

epoch time: 1746.9736328125s, input_fired_time: 19.5031681061, output_fired_time: 7.1943860054, propagate_forward_time: 730.5856323242, propagate_backward_time: 974.7489013672, weight_update_time: 0.7521778345, other_time: 14.9415893555
epoch time: 150.3935852051s, input_fired_time: 1.1256270409, output_fired_time: 0.0000000000, propagate_forward_time: 146.7686157227, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4993438721
validation[          , genome  6189] predictions:    6047/  10000 (60.47%), best:    6071/10000 (60.71%), error:     11738.26367, best error:     11719.94238 on epoch:    67, epoch:   68/100, mu: 0.9769447446, learning_rate: 0.0000017263, weight_decay: 0.0000148564

epoch time: 1747.0605468750s, input_fired_time: 19.4609642029, output_fired_time: 7.2473549843, propagate_forward_time: 729.9528808594, propagate_backward_time: 975.4400024414, weight_update_time: 0.7527812719, other_time: 14.9594116211
epoch time: 149.7716827393s, input_fired_time: 1.1220486164, output_fired_time: 0.0000000000, propagate_forward_time: 146.1526794434, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4969482422
validation[          , genome  6189] predictions:    6059/  10000 (60.59%), best:    6059/10000 (60.59%), error:     11671.88574, best error:     11671.88574 on epoch:    69, epoch:   69/100, mu: 0.9776178002, learning_rate: 0.0000016156, weight_decay: 0.0000140810

epoch time: 1745.7636718750s, input_fired_time: 19.4697685242, output_fired_time: 7.1846499443, propagate_forward_time: 729.3896484375, propagate_backward_time: 974.7479858398, weight_update_time: 0.7507801056, other_time: 14.9716186523
epoch time: 150.1356353760s, input_fired_time: 1.1291723251, output_fired_time: 0.0000000000, propagate_forward_time: 146.4823150635, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5241546631
validation[          , genome  6189] predictions:    6083/  10000 (60.83%), best:    6083/10000 (60.83%), error:     11652.86816, best error:     11652.86816 on epoch:    70, epoch:   70/100, mu: 0.9782561660, learning_rate: 0.0000015120, weight_decay: 0.0000133460

epoch time: 1754.6909179688s, input_fired_time: 19.4842052460, output_fired_time: 7.2963151932, propagate_forward_time: 732.2904663086, propagate_backward_time: 980.5864257812, weight_update_time: 0.7534574270, other_time: 15.0335083008
epoch time: 149.9765014648s, input_fired_time: 1.1289443970, output_fired_time: 0.0000000000, propagate_forward_time: 146.3275299072, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5200347900
validation[          , genome  6189] predictions:    6008/  10000 (60.08%), best:    6083/10000 (60.83%), error:     11740.33301, best error:     11652.86816 on epoch:    70, epoch:   71/100, mu: 0.9788616300, learning_rate: 0.0000014151, weight_decay: 0.0000126494

epoch time: 1747.7042236328s, input_fired_time: 19.4739913940, output_fired_time: 7.2462649345, propagate_forward_time: 729.8011474609, propagate_backward_time: 976.1838989258, weight_update_time: 0.7526358366, other_time: 14.9989624023
epoch time: 149.6372222900s, input_fired_time: 1.1227768660, output_fired_time: 0.0000000000, propagate_forward_time: 146.0009613037, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5134887695
validation[          , genome  6189] predictions:    6016/  10000 (60.16%), best:    6083/10000 (60.83%), error:     11757.89844, best error:     11652.86816 on epoch:    70, epoch:   72/100, mu: 0.9794358611, learning_rate: 0.0000013244, weight_decay: 0.0000119892

epoch time: 1750.9429931641s, input_fired_time: 19.5010738373, output_fired_time: 7.2592091560, propagate_forward_time: 731.8825073242, propagate_backward_time: 977.2817993164, weight_update_time: 0.7589284778, other_time: 15.0184326172
epoch time: 150.2681732178s, input_fired_time: 1.1259866953, output_fired_time: 0.0000000000, propagate_forward_time: 146.6094970703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5326843262
validation[          , genome  6189] predictions:    6042/  10000 (60.42%), best:    6083/10000 (60.83%), error:     11656.80566, best error:     11652.86816 on epoch:    70, epoch:   73/100, mu: 0.9799805284, learning_rate: 0.0000012394, weight_decay: 0.0000113634

epoch time: 1742.8131103516s, input_fired_time: 19.4120922089, output_fired_time: 7.1427969933, propagate_forward_time: 728.4612426758, propagate_backward_time: 972.8910522461, weight_update_time: 0.7510695457, other_time: 14.9058837891
epoch time: 149.3607482910s, input_fired_time: 1.1189582348, output_fired_time: 0.0000000000, propagate_forward_time: 145.7357482910, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5060424805
validation[          , genome  6189] predictions:    6035/  10000 (60.35%), best:    6083/10000 (60.83%), error:     11696.42871, best error:     11652.86816 on epoch:    70, epoch:   74/100, mu: 0.9804971218, learning_rate: 0.0000011600, weight_decay: 0.0000107703

epoch time: 1745.7595214844s, input_fired_time: 19.4640941620, output_fired_time: 7.2019157410, propagate_forward_time: 729.2742919922, propagate_backward_time: 974.8500366211, weight_update_time: 0.7532958388, other_time: 14.9691772461
epoch time: 150.0829315186s, input_fired_time: 1.1278977394, output_fired_time: 0.0000000000, propagate_forward_time: 146.4497833252, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5052490234
validation[          , genome  6189] predictions:    6068/  10000 (60.68%), best:    6068/10000 (60.68%), error:     11650.38281, best error:     11650.38281 on epoch:    75, epoch:   75/100, mu: 0.9809870720, learning_rate: 0.0000010856, weight_decay: 0.0000102081

epoch time: 1741.6854248047s, input_fired_time: 19.3954734802, output_fired_time: 7.1606907845, propagate_forward_time: 728.2363281250, propagate_backward_time: 972.0068969727, weight_update_time: 0.7509686947, other_time: 14.8860473633
epoch time: 149.9227752686s, input_fired_time: 1.1236597300, output_fired_time: 0.0000000000, propagate_forward_time: 146.3010253906, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4980926514
validation[          , genome  6189] predictions:    6044/  10000 (60.44%), best:    6068/10000 (60.68%), error:     11656.60352, best error:     11650.38281 on epoch:    75, epoch:   76/100, mu: 0.9814517498, learning_rate: 0.0000010160, weight_decay: 0.0000096753

epoch time: 1749.3839111328s, input_fired_time: 19.4781208038, output_fired_time: 7.2335219383, propagate_forward_time: 730.8967895508, propagate_backward_time: 976.7184448242, weight_update_time: 0.7554681897, other_time: 15.0570068359
epoch time: 150.6913146973s, input_fired_time: 1.1357046366, output_fired_time: 0.0000000000, propagate_forward_time: 147.0470275879, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5085754395
validation[          , genome  6189] predictions:    6028/  10000 (60.28%), best:    6068/10000 (60.68%), error:     11664.14160, best error:     11650.38281 on epoch:    75, epoch:   77/100, mu: 0.9818924665, learning_rate: 0.0000009509, weight_decay: 0.0000091703

epoch time: 1849.5740966797s, input_fired_time: 19.5363616943, output_fired_time: 7.1738052368, propagate_forward_time: 731.8404541016, propagate_backward_time: 1076.0693359375, weight_update_time: 0.7577041984, other_time: 14.9541015625
epoch time: 149.8780517578s, input_fired_time: 1.1406768560, output_fired_time: 0.0000000000, propagate_forward_time: 146.2296447754, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5077362061
validation[          , genome  6189] predictions:    6033/  10000 (60.33%), best:    6068/10000 (60.68%), error:     11722.75977, best error:     11650.38281 on epoch:    75, epoch:   78/100, mu: 0.9823104739, learning_rate: 0.0000008899, weight_decay: 0.0000086917

epoch time: 1753.5740966797s, input_fired_time: 19.5066490173, output_fired_time: 7.2828717232, propagate_forward_time: 731.7569580078, propagate_backward_time: 979.9248657227, weight_update_time: 0.7556131482, other_time: 15.1028442383
epoch time: 150.2745819092s, input_fired_time: 1.1224819422, output_fired_time: 0.0000000000, propagate_forward_time: 146.6395874023, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5125122070
validation[          , genome  6189] predictions:    6027/  10000 (60.27%), best:    6068/10000 (60.68%), error:     11694.05078, best error:     11650.38281 on epoch:    75, epoch:   79/100, mu: 0.9827069044, learning_rate: 0.0000008328, weight_decay: 0.0000082380

epoch time: 1752.8409423828s, input_fired_time: 19.5547008514, output_fired_time: 7.2295565605, propagate_forward_time: 731.5098876953, propagate_backward_time: 979.5097045898, weight_update_time: 0.7576914430, other_time: 15.0370483398
epoch time: 149.5524902344s, input_fired_time: 1.1248908043, output_fired_time: 0.0000000000, propagate_forward_time: 145.9425811768, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4850158691
validation[          , genome  6189] predictions:    6067/  10000 (60.67%), best:    6067/10000 (60.67%), error:     11637.53223, best error:     11637.53223 on epoch:    80, epoch:   80/100, mu: 0.9830828905, learning_rate: 0.0000007794, weight_decay: 0.0000078080

epoch time: 1752.2348632812s, input_fired_time: 19.4942684174, output_fired_time: 7.2184643745, propagate_forward_time: 731.9434204102, propagate_backward_time: 978.5490112305, weight_update_time: 0.7656303644, other_time: 15.0296630859
epoch time: 150.6675872803s, input_fired_time: 1.1335297823, output_fired_time: 0.0000000000, propagate_forward_time: 147.0050048828, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5290527344
validation[          , genome  6189] predictions:    5977/  10000 (59.77%), best:    6067/10000 (60.67%), error:     11813.32812, best error:     11637.53223 on epoch:    80, epoch:   81/100, mu: 0.9834395051, learning_rate: 0.0000007295, weight_decay: 0.0000074005

epoch time: 1749.2528076172s, input_fired_time: 19.5413246155, output_fired_time: 7.2097439766, propagate_forward_time: 730.3618774414, propagate_backward_time: 977.1812744141, weight_update_time: 0.7530589104, other_time: 14.9585571289
epoch time: 149.5186157227s, input_fired_time: 1.1240921021, output_fired_time: 0.0000000000, propagate_forward_time: 145.9165802002, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4779510498
validation[          , genome  6189] predictions:    6093/  10000 (60.93%), best:    6067/10000 (60.67%), error:     11645.16406, best error:     11637.53223 on epoch:    80, epoch:   82/100, mu: 0.9837777615, learning_rate: 0.0000006827, weight_decay: 0.0000070142

epoch time: 1745.1416015625s, input_fired_time: 19.4530105591, output_fired_time: 7.2217078209, propagate_forward_time: 729.3750000000, propagate_backward_time: 974.1513671875, weight_update_time: 0.7573340535, other_time: 14.9405517578
epoch time: 149.4328918457s, input_fired_time: 1.1216642857, output_fired_time: 0.0000000000, propagate_forward_time: 145.8257446289, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4854888916
validation[          , genome  6189] predictions:    6099/  10000 (60.99%), best:    6099/10000 (60.99%), error:     11619.09082, best error:     11619.09082 on epoch:    83, epoch:   83/100, mu: 0.9840985537, learning_rate: 0.0000006389, weight_decay: 0.0000066481

epoch time: 1753.6756591797s, input_fired_time: 19.5664901733, output_fired_time: 7.2718176842, propagate_forward_time: 732.6238403320, propagate_backward_time: 979.1540527344, weight_update_time: 0.7539038658, other_time: 15.0593872070
epoch time: 149.3890838623s, input_fired_time: 1.1275343895, output_fired_time: 0.0000000000, propagate_forward_time: 145.7566375732, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5049133301
validation[          , genome  6189] predictions:    6098/  10000 (60.98%), best:    6099/10000 (60.99%), error:     11622.63867, best error:     11619.09082 on epoch:    83, epoch:   84/100, mu: 0.9844028354, learning_rate: 0.0000005980, weight_decay: 0.0000063011

epoch time: 1744.4089355469s, input_fired_time: 19.4977989197, output_fired_time: 7.1978063583, propagate_forward_time: 728.6303710938, propagate_backward_time: 974.1394653320, weight_update_time: 0.7510971427, other_time: 14.9435424805
epoch time: 149.1027526855s, input_fired_time: 1.1298935413, output_fired_time: 0.0000000000, propagate_forward_time: 145.4580230713, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5148315430
validation[          , genome  6189] predictions:    6079/  10000 (60.79%), best:    6099/10000 (60.99%), error:     11647.85254, best error:     11619.09082 on epoch:    83, epoch:   85/100, mu: 0.9846913815, learning_rate: 0.0000005596, weight_decay: 0.0000059722

epoch time: 1823.7432861328s, input_fired_time: 19.5166149139, output_fired_time: 7.1795344353, propagate_forward_time: 731.9159545898, propagate_backward_time: 1050.1340332031, weight_update_time: 0.7731957436, other_time: 14.9970703125
epoch time: 150.1050872803s, input_fired_time: 1.1262564659, output_fired_time: 0.0000000000, propagate_forward_time: 146.4909362793, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4878997803
validation[          , genome  6189] predictions:    6089/  10000 (60.89%), best:    6099/10000 (60.99%), error:     11620.13281, best error:     11619.09082 on epoch:    83, epoch:   86/100, mu: 0.9849650860, learning_rate: 0.0000005237, weight_decay: 0.0000056605

epoch time: 1746.4958496094s, input_fired_time: 19.4560699463, output_fired_time: 7.2039737701, propagate_forward_time: 729.2337036133, propagate_backward_time: 975.5805053711, weight_update_time: 0.7625375986, other_time: 15.0216064453
epoch time: 149.7786254883s, input_fired_time: 1.1218484640, output_fired_time: 0.0000000000, propagate_forward_time: 146.1444854736, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5122985840
validation[          , genome  6189] predictions:    6079/  10000 (60.79%), best:    6099/10000 (60.99%), error:     11645.74316, best error:     11619.09082 on epoch:    83, epoch:   87/100, mu: 0.9852246642, learning_rate: 0.0000004902, weight_decay: 0.0000053651

epoch time: 1754.0886230469s, input_fired_time: 19.5797023773, output_fired_time: 7.2078404427, propagate_forward_time: 732.7097167969, propagate_backward_time: 979.5018310547, weight_update_time: 0.7526871562, other_time: 15.0894775391
epoch time: 150.8914794922s, input_fired_time: 1.1402442455, output_fired_time: 0.0000000000, propagate_forward_time: 147.1979370117, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5532989502
validation[          , genome  6189] predictions:    6076/  10000 (60.76%), best:    6076/10000 (60.76%), error:     11614.97852, best error:     11614.97852 on epoch:    88, epoch:   88/100, mu: 0.9854708910, learning_rate: 0.0000004587, weight_decay: 0.0000050850

epoch time: 1751.0100097656s, input_fired_time: 19.4813690186, output_fired_time: 7.2023191452, propagate_forward_time: 731.0531616211, propagate_backward_time: 978.3165893555, weight_update_time: 0.7634630799, other_time: 14.9566650391
epoch time: 150.4429016113s, input_fired_time: 1.1371448040, output_fired_time: 0.0000000000, propagate_forward_time: 146.8076171875, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4981384277
validation[          , genome  6189] predictions:    6077/  10000 (60.77%), best:    6077/10000 (60.77%), error:     11613.51953, best error:     11613.51953 on epoch:    89, epoch:   89/100, mu: 0.9857044220, learning_rate: 0.0000004293, weight_decay: 0.0000048196

epoch time: 1747.8602294922s, input_fired_time: 19.5121326447, output_fired_time: 7.2275524139, propagate_forward_time: 729.6190795898, propagate_backward_time: 976.5424804688, weight_update_time: 0.7526012063, other_time: 14.9590454102
epoch time: 150.1957702637s, input_fired_time: 1.1310366392, output_fired_time: 0.0000000000, propagate_forward_time: 146.5546112061, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5101165771
validation[          , genome  6189] predictions:    6096/  10000 (60.96%), best:    6077/10000 (60.77%), error:     11618.67188, best error:     11613.51953 on epoch:    89, epoch:   90/100, mu: 0.9859259129, learning_rate: 0.0000004018, weight_decay: 0.0000045681

epoch time: 1747.3264160156s, input_fired_time: 19.4795989990, output_fired_time: 7.2085285187, propagate_forward_time: 729.2608032227, propagate_backward_time: 976.4203491211, weight_update_time: 0.7518547773, other_time: 14.9571533203
epoch time: 150.4550323486s, input_fired_time: 1.1355618238, output_fired_time: 0.0000000000, propagate_forward_time: 146.8289031982, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4905700684
validation[          , genome  6189] predictions:    6099/  10000 (60.99%), best:    6077/10000 (60.77%), error:     11631.83203, best error:     11613.51953 on epoch:    89, epoch:   91/100, mu: 0.9861359596, learning_rate: 0.0000003760, weight_decay: 0.0000043296

epoch time: 1749.2319335938s, input_fired_time: 19.4782676697, output_fired_time: 7.1989626884, propagate_forward_time: 730.9157104492, propagate_backward_time: 976.6823120117, weight_update_time: 0.7502062917, other_time: 14.9566650391
epoch time: 149.5149993896s, input_fired_time: 1.1221057177, output_fired_time: 0.0000000000, propagate_forward_time: 145.9071044922, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4857940674
validation[          , genome  6189] predictions:    6104/  10000 (61.04%), best:    6104/10000 (61.04%), error:     11560.12500, best error:     11560.12500 on epoch:    92, epoch:   92/100, mu: 0.9863351583, learning_rate: 0.0000003519, weight_decay: 0.0000041036

epoch time: 1752.5921630859s, input_fired_time: 19.5940628052, output_fired_time: 7.1795649529, propagate_forward_time: 732.5505371094, propagate_backward_time: 978.1671142578, weight_update_time: 0.7565579414, other_time: 15.1008300781
epoch time: 154.0221710205s, input_fired_time: 1.1623139381, output_fired_time: 0.0000000000, propagate_forward_time: 150.2325744629, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6272888184
validation[          , genome  6189] predictions:    6110/  10000 (61.10%), best:    6104/10000 (61.04%), error:     11633.21289, best error:     11560.12500 on epoch:    92, epoch:   93/100, mu: 0.9865241051, learning_rate: 0.0000003294, weight_decay: 0.0000038895

epoch time: 1789.3807373047s, input_fired_time: 19.9460048676, output_fired_time: 7.3798217773, propagate_forward_time: 747.1952514648, propagate_backward_time: 999.3425292969, weight_update_time: 0.7830507755, other_time: 15.5171508789
epoch time: 154.3544158936s, input_fired_time: 1.1564961672, output_fired_time: 0.0000000000, propagate_forward_time: 150.5729064941, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6250152588
validation[          , genome  6189] predictions:    6102/  10000 (61.02%), best:    6104/10000 (61.04%), error:     11630.25488, best error:     11560.12500 on epoch:    92, epoch:   94/100, mu: 0.9867033362, learning_rate: 0.0000003082, weight_decay: 0.0000036864

epoch time: 1796.9844970703s, input_fired_time: 20.0290355682, output_fired_time: 7.4056220055, propagate_forward_time: 750.5886230469, propagate_backward_time: 1003.3192138672, weight_update_time: 0.7737400532, other_time: 15.6419677734
epoch time: 153.6650848389s, input_fired_time: 1.1531908512, output_fired_time: 0.0000000000, propagate_forward_time: 149.9236450195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5882415771
validation[          , genome  6189] predictions:    6103/  10000 (61.03%), best:    6104/10000 (61.04%), error:     11626.14746, best error:     11560.12500 on epoch:    92, epoch:   95/100, mu: 0.9868733287, learning_rate: 0.0000002885, weight_decay: 0.0000034940

epoch time: 1788.7503662109s, input_fired_time: 19.9356422424, output_fired_time: 7.3550848961, propagate_forward_time: 747.9362182617, propagate_backward_time: 998.0655517578, weight_update_time: 0.7721901536, other_time: 15.4578247070
epoch time: 153.7063140869s, input_fired_time: 1.1600244045, output_fired_time: 0.0000000000, propagate_forward_time: 149.9333953857, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6128997803
validation[          , genome  6189] predictions:    6082/  10000 (60.82%), best:    6104/10000 (61.04%), error:     11626.85449, best error:     11560.12500 on epoch:    92, epoch:   96/100, mu: 0.9870344996, learning_rate: 0.0000002700, weight_decay: 0.0000033117

epoch time: 1793.6895751953s, input_fired_time: 19.9780330658, output_fired_time: 7.3953857422, propagate_forward_time: 749.5396118164, propagate_backward_time: 1001.2052001953, weight_update_time: 0.7756917477, other_time: 15.5713500977
epoch time: 154.2242126465s, input_fired_time: 1.1832151413, output_fired_time: 0.0000000000, propagate_forward_time: 150.4006195068, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6403808594
validation[          , genome  6189] predictions:    6111/  10000 (61.11%), best:    6104/10000 (61.04%), error:     11577.81641, best error:     11560.12500 on epoch:    92, epoch:   97/100, mu: 0.9871873856, learning_rate: 0.0000002527, weight_decay: 0.0000031388

epoch time: 1795.2962646484s, input_fired_time: 20.0206661224, output_fired_time: 7.3810734749, propagate_forward_time: 749.6176757812, propagate_backward_time: 1002.6789550781, weight_update_time: 0.7755215168, other_time: 15.5979003906
epoch time: 154.2159576416s, input_fired_time: 1.1717376709, output_fired_time: 0.0000000000, propagate_forward_time: 150.4204101562, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6238098145
validation[          , genome  6189] predictions:    6114/  10000 (61.14%), best:    6104/10000 (61.04%), error:     11593.50488, best error:     11560.12500 on epoch:    92, epoch:   98/100, mu: 0.9873324037, learning_rate: 0.0000002365, weight_decay: 0.0000029750

epoch time: 1794.4240722656s, input_fired_time: 20.0115356445, output_fired_time: 7.4097542763, propagate_forward_time: 748.4472656250, propagate_backward_time: 1003.0340576172, weight_update_time: 0.7754217386, other_time: 15.5214843750
epoch time: 153.5514373779s, input_fired_time: 1.1551955938, output_fired_time: 0.0000000000, propagate_forward_time: 149.7990112305, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5972290039
validation[          , genome  6189] predictions:    6063/  10000 (60.63%), best:    6104/10000 (61.04%), error:     11608.86914, best error:     11560.12500 on epoch:    92, epoch:   99/100, mu: 0.9874699116, learning_rate: 0.0000002213, weight_decay: 0.0000028197

epoch time: 1792.6896972656s, input_fired_time: 19.9869022369, output_fired_time: 7.3848381042, propagate_forward_time: 748.8149414062, propagate_backward_time: 1000.9430541992, weight_update_time: 0.7782000899, other_time: 15.5598754883
epoch time: 153.9600372314s, input_fired_time: 1.1578345299, output_fired_time: 0.0000000000, propagate_forward_time: 150.1929473877, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6092529297
validation[          , genome  6189] predictions:    6099/  10000 (60.99%), best:    6104/10000 (61.04%), error:     11616.28418, best error:     11560.12500 on epoch:    92, epoch:  100/100, mu: 0.9876003265, learning_rate: 0.0000002071, weight_decay: 0.0000026725

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 766.9612426758s, input_fired_time: 5.7749404907, output_fired_time: 0.0000000000, propagate_forward_time: 748.1305541992, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 13.0557250977
best training[          , genome  6189] predictions:   31571/  50000 (63.14%), best:    6104/10000 (61.04%), error:     55990.67188, best error:     11560.12500 on epoch:    92, epoch:  101/100, mu: 0.9877240658, learning_rate: 0.0000001938, weight_decay: 0.0000025330
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 153.5203247070s, input_fired_time: 1.1525336504, output_fired_time: 0.0000000000, propagate_forward_time: 149.7710571289, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5967407227
   testing[          , genome  6189] predictions:    6104/  10000 (61.04%), best:    6104/10000 (61.04%), error:     11560.12500, best error:     11560.12500 on epoch:    92, epoch:  101/100, mu: 0.9877240658, learning_rate: 0.0000001938, weight_decay: 0.0000025330
backpropagation finished successfully!
07:56:47 (16706): called boinc_finish(0)

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