Nameexact_genome_1509103842_25_18669_2
Workunit2283771
Created31 Oct 2017, 4:28:42 UTC
Sent31 Oct 2017, 5:22:52 UTC
Report deadline29 Dec 2017, 16:48:27 UTC
Received5 Nov 2017, 12:11:48 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52322
Run time1 days 8 hours 55 min 6 sec
CPU time1 days 8 hours 48 min 57 sec
Validate stateInitial
Credit0.00
Device peak FLOPS2.94 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size177.83 MB
Peak swap size176.22 MB
Peak disk usage6.94 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
ime: 0.0000000000, propagate_forward_time: 82.1374740601, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1535720825
validation[          , genome 18669] predictions:    9843/  10000 (98.43%), best:    9852/10000 (98.52%), error:       527.61401, best error:       475.92987 on epoch:    11, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 1086.2583007813s, input_fired_time: 12.4872407913, output_fired_time: 12.9138460159, propagate_forward_time: 408.4566345215, propagate_backward_time: 640.2482299805, weight_update_time: 1.1079668999, other_time: 12.1524047852
epoch time: 85.5600357056s, input_fired_time: 1.5441547632, output_fired_time: 0.0000000000, propagate_forward_time: 81.8602142334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1556701660
validation[          , genome 18669] predictions:    9833/  10000 (98.33%), best:    9852/10000 (98.52%), error:       509.99820, best error:       475.92987 on epoch:    11, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 1088.0180664063s, input_fired_time: 12.4872035980, output_fired_time: 12.9294567108, propagate_forward_time: 408.9311218262, propagate_backward_time: 641.4935913086, weight_update_time: 1.1012932062, other_time: 12.1766967773
epoch time: 85.8145446777s, input_fired_time: 1.5487608910, output_fired_time: 0.0000000000, propagate_forward_time: 82.1026077271, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1631774902
validation[          , genome 18669] predictions:    9840/  10000 (98.40%), best:    9852/10000 (98.52%), error:       512.92786, best error:       475.92987 on epoch:    11, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 1086.3574218750s, input_fired_time: 12.5089206696, output_fired_time: 12.8859148026, propagate_forward_time: 408.2105102539, propagate_backward_time: 640.5851440430, weight_update_time: 1.1025003195, other_time: 12.1669921875
epoch time: 85.3247528076s, input_fired_time: 1.5541539192, output_fired_time: 0.0000000000, propagate_forward_time: 81.5993652344, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1712341309
validation[          , genome 18669] predictions:    9819/  10000 (98.19%), best:    9852/10000 (98.52%), error:       572.70227, best error:       475.92987 on epoch:    11, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 1085.7292480469s, input_fired_time: 12.4954566956, output_fired_time: 12.9209585190, propagate_forward_time: 407.8771972656, propagate_backward_time: 640.2315063477, weight_update_time: 1.1035591364, other_time: 12.2041625977
epoch time: 85.1453094482s, input_fired_time: 1.5355861187, output_fired_time: 0.0000000000, propagate_forward_time: 81.4549484253, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1547775269
validation[          , genome 18669] predictions:    9861/  10000 (98.61%), best:    9861/10000 (98.61%), error:       468.53067, best error:       468.53067 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 1086.0102539063s, input_fired_time: 12.4982337952, output_fired_time: 12.9258718491, propagate_forward_time: 408.2985229492, propagate_backward_time: 640.1309204102, weight_update_time: 1.1034891605, other_time: 12.1566162109
epoch time: 85.7845611572s, input_fired_time: 1.5451240540, output_fired_time: 0.0000000000, propagate_forward_time: 82.0780105591, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1614303589
validation[          , genome 18669] predictions:    9829/  10000 (98.29%), best:    9861/10000 (98.61%), error:       545.44556, best error:       468.53067 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 1090.0808105469s, input_fired_time: 12.5348634720, output_fired_time: 12.9564313889, propagate_forward_time: 409.4309082031, propagate_backward_time: 642.9461669922, weight_update_time: 1.1039894819, other_time: 12.2124023438
epoch time: 85.0793228149s, input_fired_time: 1.5416496992, output_fired_time: 0.0000000000, propagate_forward_time: 81.3888092041, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1488647461
validation[          , genome 18669] predictions:    9828/  10000 (98.28%), best:    9861/10000 (98.61%), error:       599.69940, best error:       468.53067 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 1083.0015869141s, input_fired_time: 12.4761428833, output_fired_time: 12.8600292206, propagate_forward_time: 406.4624328613, propagate_backward_time: 639.0394897461, weight_update_time: 1.1029177904, other_time: 12.1635131836
epoch time: 84.2474899292s, input_fired_time: 1.5388845205, output_fired_time: 0.0000000000, propagate_forward_time: 80.5809478760, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1276550293
validation[          , genome 18669] predictions:    9854/  10000 (98.54%), best:    9854/10000 (98.54%), error:       463.40717, best error:       463.40717 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 1084.1704101563s, input_fired_time: 12.5032033920, output_fired_time: 12.8803882599, propagate_forward_time: 407.4072265625, propagate_backward_time: 639.1708374023, weight_update_time: 1.0991122723, other_time: 12.2088012695
epoch time: 84.7630462646s, input_fired_time: 1.5434739590, output_fired_time: 0.0000000000, propagate_forward_time: 81.0890274048, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1305465698
validation[          , genome 18669] predictions:    9835/  10000 (98.35%), best:    9854/10000 (98.54%), error:       503.74542, best error:       463.40717 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 1085.5141601563s, input_fired_time: 12.4912862778, output_fired_time: 12.9092874527, propagate_forward_time: 407.8696289063, propagate_backward_time: 640.1129760742, weight_update_time: 1.0963076353, other_time: 12.1309204102
epoch time: 84.8274459839s, input_fired_time: 1.5395712852, output_fired_time: 0.0000000000, propagate_forward_time: 81.1358184814, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1520538330
validation[          , genome 18669] predictions:    9854/  10000 (98.54%), best:    9854/10000 (98.54%), error:       476.23068, best error:       463.40717 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 1082.8011474609s, input_fired_time: 12.4727153778, output_fired_time: 12.8353309631, propagate_forward_time: 406.6059875488, propagate_backward_time: 638.7307128906, weight_update_time: 1.1045750380, other_time: 12.1564941406
epoch time: 84.9222488403s, input_fired_time: 1.5516636372, output_fired_time: 0.0000000000, propagate_forward_time: 81.2397689819, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1308135986
validation[          , genome 18669] predictions:    9855/  10000 (98.55%), best:    9854/10000 (98.54%), error:       474.94965, best error:       463.40717 on epoch:    22, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 1085.0858154297s, input_fired_time: 12.5059375763, output_fired_time: 12.8672666550, propagate_forward_time: 408.0646362305, propagate_backward_time: 639.4798583984, weight_update_time: 1.0979416370, other_time: 12.1680297852
epoch time: 85.0329895020s, input_fired_time: 1.5434334278, output_fired_time: 0.0000000000, propagate_forward_time: 81.3405151367, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1490402222
validation[          , genome 18669] predictions:    9846/  10000 (98.46%), best:    9854/10000 (98.54%), error:       514.94788, best error:       463.40717 on epoch:    22, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 1082.3432617188s, input_fired_time: 12.4837207794, output_fired_time: 12.8696565628, propagate_forward_time: 406.3646545410, propagate_backward_time: 638.5454101563, weight_update_time: 1.0988255739, other_time: 12.0798339844
epoch time: 85.5481109619s, input_fired_time: 1.5535935163, output_fired_time: 0.0000000000, propagate_forward_time: 81.8381271362, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1563873291
validation[          , genome 18669] predictions:    9847/  10000 (98.47%), best:    9854/10000 (98.54%), error:       472.69513, best error:       463.40717 on epoch:    22, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 1081.9923095703s, input_fired_time: 12.4903821945, output_fired_time: 12.8500375748, propagate_forward_time: 406.6636047363, propagate_backward_time: 637.8507690430, weight_update_time: 1.1026053429, other_time: 12.1375122070
epoch time: 85.0453948975s, input_fired_time: 1.5386745930, output_fired_time: 0.0000000000, propagate_forward_time: 81.3666687012, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1400527954
validation[          , genome 18669] predictions:    9857/  10000 (98.57%), best:    9857/10000 (98.57%), error:       423.89627, best error:       423.89627 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 1081.2238769531s, input_fired_time: 12.5315485001, output_fired_time: 12.8266124725, propagate_forward_time: 407.7350158691, propagate_backward_time: 635.9924926758, weight_update_time: 1.0999647379, other_time: 12.1382446289
epoch time: 84.2474517822s, input_fired_time: 1.5434528589, output_fired_time: 0.0000000000, propagate_forward_time: 80.5862197876, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1177825928
validation[          , genome 18669] predictions:    9829/  10000 (98.29%), best:    9857/10000 (98.57%), error:       541.58167, best error:       423.89627 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 1081.9901123047s, input_fired_time: 12.5545415878, output_fired_time: 12.8833303452, propagate_forward_time: 406.8438110352, propagate_backward_time: 637.5811767578, weight_update_time: 1.0992248058, other_time: 12.1272583008
epoch time: 84.9154052734s, input_fired_time: 1.5527112484, output_fired_time: 0.0000000000, propagate_forward_time: 81.2212753296, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1414184570
validation[          , genome 18669] predictions:    9847/  10000 (98.47%), best:    9857/10000 (98.57%), error:       512.98010, best error:       423.89627 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 1080.4449462891s, input_fired_time: 12.5093755722, output_fired_time: 12.8502988815, propagate_forward_time: 405.7799072266, propagate_backward_time: 637.1867675781, weight_update_time: 1.1011054516, other_time: 12.1185302734
epoch time: 84.2201919556s, input_fired_time: 1.5302559137, output_fired_time: 0.0000000000, propagate_forward_time: 80.5535354614, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1363983154
validation[          , genome 18669] predictions:    9838/  10000 (98.38%), best:    9857/10000 (98.57%), error:       505.77740, best error:       423.89627 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 1080.8798828125s, input_fired_time: 12.5201063156, output_fired_time: 12.8449821472, propagate_forward_time: 405.8163452148, propagate_backward_time: 637.5184936523, weight_update_time: 1.1045439243, other_time: 12.1799316406
epoch time: 85.3564300537s, input_fired_time: 1.5638037920, output_fired_time: 0.0000000000, propagate_forward_time: 81.6461410522, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1464843750
validation[          , genome 18669] predictions:    9870/  10000 (98.70%), best:    9870/10000 (98.70%), error:       399.18008, best error:       399.18008 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 1082.4996337891s, input_fired_time: 12.5194187164, output_fired_time: 12.8540830612, propagate_forward_time: 407.1194152832, propagate_backward_time: 637.8836059570, weight_update_time: 1.1005461216, other_time: 12.1231079102
epoch time: 85.0417709351s, input_fired_time: 1.5569792986, output_fired_time: 0.0000000000, propagate_forward_time: 81.3429718018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1418228149
validation[          , genome 18669] predictions:    9887/  10000 (98.87%), best:    9887/10000 (98.87%), error:       379.15897, best error:       379.15897 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 1082.4467773438s, input_fired_time: 12.5458126068, output_fired_time: 12.8577146530, propagate_forward_time: 407.0214538574, propagate_backward_time: 637.8695068359, weight_update_time: 1.0992913246, other_time: 12.1523437500
epoch time: 84.6473541260s, input_fired_time: 1.5645850897, output_fired_time: 0.0000000000, propagate_forward_time: 80.9283828735, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1543884277
validation[          , genome 18669] predictions:    9860/  10000 (98.60%), best:    9887/10000 (98.87%), error:       439.99240, best error:       379.15897 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 1081.0946044922s, input_fired_time: 12.5551290512, output_fired_time: 12.8702192307, propagate_forward_time: 405.2641601563, propagate_backward_time: 638.2770385742, weight_update_time: 1.0977075100, other_time: 12.1279907227
epoch time: 85.3119583130s, input_fired_time: 1.5677753687, output_fired_time: 0.0000000000, propagate_forward_time: 81.5972213745, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1469650269
validation[          , genome 18669] predictions:    9889/  10000 (98.89%), best:    9889/10000 (98.89%), error:       379.06165, best error:       379.06165 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 1083.6059570313s, input_fired_time: 12.5667343140, output_fired_time: 12.8734350204, propagate_forward_time: 408.0859069824, propagate_backward_time: 637.9448242188, weight_update_time: 1.1064752340, other_time: 12.1350097656
epoch time: 83.4607849121s, input_fired_time: 1.5453997850, output_fired_time: 0.0000000000, propagate_forward_time: 79.7741394043, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1412429810
validation[          , genome 18669] predictions:    9865/  10000 (98.65%), best:    9889/10000 (98.89%), error:       408.93616, best error:       379.06165 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 1085.0319824219s, input_fired_time: 12.5694370270, output_fired_time: 12.8691301346, propagate_forward_time: 407.9411315918, propagate_backward_time: 639.5042114258, weight_update_time: 1.1012963057, other_time: 12.1480102539
epoch time: 84.2708892822s, input_fired_time: 1.5451668501, output_fired_time: 0.0000000000, propagate_forward_time: 80.5847091675, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1410140991
validation[          , genome 18669] predictions:    9866/  10000 (98.66%), best:    9889/10000 (98.89%), error:       431.20935, best error:       379.06165 on epoch:    35, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 1082.5358886719s, input_fired_time: 12.5412378311, output_fired_time: 12.8989295959, propagate_forward_time: 406.2533874512, propagate_backward_time: 638.6555786133, weight_update_time: 1.1014151573, other_time: 12.1867065430
epoch time: 85.4164886475s, input_fired_time: 1.5663081408, output_fired_time: 0.0000000000, propagate_forward_time: 81.6671981812, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1829833984
validation[          , genome 18669] predictions:    9874/  10000 (98.74%), best:    9889/10000 (98.89%), error:       395.86630, best error:       379.06165 on epoch:    35, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 1081.7719726563s, input_fired_time: 12.5620326996, output_fired_time: 12.8054475784, propagate_forward_time: 406.0135498047, propagate_backward_time: 638.1563720703, weight_update_time: 1.1040124893, other_time: 12.2346191406
epoch time: 85.4016494751s, input_fired_time: 1.5612968206, output_fired_time: 0.0000000000, propagate_forward_time: 81.6757812500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1645736694
validation[          , genome 18669] predictions:    9853/  10000 (98.53%), best:    9889/10000 (98.89%), error:       440.54709, best error:       379.06165 on epoch:    35, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 1083.4116210938s, input_fired_time: 12.5900573730, output_fired_time: 12.8679132462, propagate_forward_time: 407.3879394531, propagate_backward_time: 638.3308105469, weight_update_time: 1.0972421169, other_time: 12.2348632813
epoch time: 85.3576354980s, input_fired_time: 1.5749740601, output_fired_time: 0.0000000000, propagate_forward_time: 81.6186065674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1640548706
validation[          , genome 18669] predictions:    9887/  10000 (98.87%), best:    9887/10000 (98.87%), error:       367.45105, best error:       367.45105 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 1084.6840820313s, input_fired_time: 12.6093568802, output_fired_time: 12.8821334839, propagate_forward_time: 407.3663024902, propagate_backward_time: 639.5990600586, weight_update_time: 1.1029673815, other_time: 12.2272338867
epoch time: 84.6130905151s, input_fired_time: 1.5645102262, output_fired_time: 0.0000000000, propagate_forward_time: 80.8954544067, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1531295776
validation[          , genome 18669] predictions:    9841/  10000 (98.41%), best:    9887/10000 (98.87%), error:       491.18622, best error:       367.45105 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 1083.0393066406s, input_fired_time: 12.5579051971, output_fired_time: 12.8521823883, propagate_forward_time: 406.2155151367, propagate_backward_time: 639.2036743164, weight_update_time: 1.0964262486, other_time: 12.2100830078
epoch time: 84.6743240356s, input_fired_time: 1.5582239628, output_fired_time: 0.0000000000, propagate_forward_time: 80.9698638916, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1462326050
validation[          , genome 18669] predictions:    9870/  10000 (98.70%), best:    9887/10000 (98.87%), error:       408.26822, best error:       367.45105 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 1081.9350585938s, input_fired_time: 12.5819053650, output_fired_time: 12.8701229095, propagate_forward_time: 406.1530761719, propagate_backward_time: 638.0625000000, weight_update_time: 1.1020423174, other_time: 12.2674560547
epoch time: 85.3954391479s, input_fired_time: 1.5616989136, output_fired_time: 0.0000000000, propagate_forward_time: 81.6650466919, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1686935425
validation[          , genome 18669] predictions:    9885/  10000 (98.85%), best:    9885/10000 (98.85%), error:       360.88229, best error:       360.88229 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 1081.3483886719s, input_fired_time: 12.5830011368, output_fired_time: 12.9008922577, propagate_forward_time: 406.0329589844, propagate_backward_time: 637.6401367188, weight_update_time: 1.1026961803, other_time: 12.1914062500
epoch time: 85.5496368408s, input_fired_time: 1.5765972137, output_fired_time: 0.0000000000, propagate_forward_time: 81.7920455933, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1809921265
validation[          , genome 18669] predictions:    9881/  10000 (98.81%), best:    9885/10000 (98.85%), error:       396.23813, best error:       360.88229 on epoch:    43, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 1080.9033203125s, input_fired_time: 12.5781974792, output_fired_time: 12.8504076004, propagate_forward_time: 405.6695251465, propagate_backward_time: 637.6427001953, weight_update_time: 1.1010204554, other_time: 12.1623535156
epoch time: 85.3095779419s, input_fired_time: 1.5799586773, output_fired_time: 0.0000000000, propagate_forward_time: 81.5198211670, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2098007202
validation[          , genome 18669] predictions:    9892/  10000 (98.92%), best:    9885/10000 (98.85%), error:       374.22156, best error:       360.88229 on epoch:    43, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 1081.1892089844s, input_fired_time: 12.6129570007, output_fired_time: 12.8670310974, propagate_forward_time: 405.7063598633, propagate_backward_time: 637.8153076172, weight_update_time: 1.1030175686, other_time: 12.1875610352
epoch time: 84.8887863159s, input_fired_time: 1.5696088076, output_fired_time: 0.0000000000, propagate_forward_time: 81.1554870605, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1636886597
validation[          , genome 18669] predictions:    9877/  10000 (98.77%), best:    9877/10000 (98.77%), error:       358.69162, best error:       358.69162 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 1080.0637207031s, input_fired_time: 12.6015577316, output_fired_time: 12.8842458725, propagate_forward_time: 405.1390380859, propagate_backward_time: 637.1415405273, weight_update_time: 1.0999684334, other_time: 12.2973022461
epoch time: 85.2001037598s, input_fired_time: 1.5731136799, output_fired_time: 0.0000000000, propagate_forward_time: 81.4437332153, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1832580566
validation[          , genome 18669] predictions:    9881/  10000 (98.81%), best:    9877/10000 (98.77%), error:       393.02448, best error:       358.69162 on epoch:    46, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 1078.2282714844s, input_fired_time: 12.6030111313, output_fired_time: 12.8305521011, propagate_forward_time: 404.0607910156, propagate_backward_time: 636.4312744141, weight_update_time: 1.1002631187, other_time: 12.3026123047
epoch time: 84.1296997070s, input_fired_time: 1.5663708448, output_fired_time: 0.0000000000, propagate_forward_time: 80.3515472412, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2117843628
validation[          , genome 18669] predictions:    9881/  10000 (98.81%), best:    9877/10000 (98.77%), error:       375.71884, best error:       358.69162 on epoch:    46, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 1082.3614501953s, input_fired_time: 12.6669559479, output_fired_time: 12.8503217697, propagate_forward_time: 405.2553100586, propagate_backward_time: 639.1739501953, weight_update_time: 1.1107283831, other_time: 12.4148559570
epoch time: 84.3001556396s, input_fired_time: 1.5748171806, output_fired_time: 0.0000000000, propagate_forward_time: 80.4984054565, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2269363403
validation[          , genome 18669] predictions:    9895/  10000 (98.95%), best:    9895/10000 (98.95%), error:       355.16617, best error:       355.16617 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 1079.5266113281s, input_fired_time: 12.6490402222, output_fired_time: 12.8846464157, propagate_forward_time: 404.4257202148, propagate_backward_time: 637.0971069336, weight_update_time: 1.1114671230, other_time: 12.4700927734
epoch time: 84.3294677734s, input_fired_time: 1.5843189955, output_fired_time: 0.0000000000, propagate_forward_time: 80.5394973755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2056503296
validation[          , genome 18669] predictions:    9879/  10000 (98.79%), best:    9895/10000 (98.95%), error:       387.36444, best error:       355.16617 on epoch:    49, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 1079.3315429688s, input_fired_time: 12.6211004257, output_fired_time: 12.8793449402, propagate_forward_time: 404.5910339355, propagate_backward_time: 636.8434448242, weight_update_time: 1.1044789553, other_time: 12.3965454102
epoch time: 85.0884475708s, input_fired_time: 1.5806125402, output_fired_time: 0.0000000000, propagate_forward_time: 81.2952651978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2125701904
validation[          , genome 18669] predictions:    9857/  10000 (98.57%), best:    9895/10000 (98.95%), error:       429.02087, best error:       355.16617 on epoch:    49, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 1077.9610595703s, input_fired_time: 12.6507596970, output_fired_time: 12.8558273315, propagate_forward_time: 404.6783142090, propagate_backward_time: 635.4316406250, weight_update_time: 1.1068851948, other_time: 12.3444824219
epoch time: 84.7489395142s, input_fired_time: 1.5845472813, output_fired_time: 0.0000000000, propagate_forward_time: 80.9448089600, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2195816040
validation[          , genome 18669] predictions:    9896/  10000 (98.96%), best:    9896/10000 (98.96%), error:       348.79697, best error:       348.79697 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 1079.2215576172s, input_fired_time: 12.6205615997, output_fired_time: 12.8874311447, propagate_forward_time: 404.6054382324, propagate_backward_time: 636.7235717773, weight_update_time: 1.1051524878, other_time: 12.3844604492
epoch time: 84.7060317993s, input_fired_time: 1.5812113285, output_fired_time: 0.0000000000, propagate_forward_time: 80.9210433960, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2037734985
validation[          , genome 18669] predictions:    9889/  10000 (98.89%), best:    9896/10000 (98.96%), error:       362.18250, best error:       348.79697 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 1080.9306640625s, input_fired_time: 12.6665992737, output_fired_time: 12.8650369644, propagate_forward_time: 405.0111389160, propagate_backward_time: 637.9386596680, weight_update_time: 1.1079754829, other_time: 12.4492797852
epoch time: 85.1594924927s, input_fired_time: 1.5773777962, output_fired_time: 0.0000000000, propagate_forward_time: 81.4068527222, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1752624512
validation[          , genome 18669] predictions:    9883/  10000 (98.83%), best:    9896/10000 (98.96%), error:       380.76862, best error:       348.79697 on epoch:    52, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 1080.4289550781s, input_fired_time: 12.6327028275, output_fired_time: 12.8600063324, propagate_forward_time: 404.8637695313, propagate_backward_time: 637.6611328125, weight_update_time: 1.1073718071, other_time: 12.4113769531
epoch time: 84.6563568115s, input_fired_time: 1.5897183418, output_fired_time: 0.0000000000, propagate_forward_time: 80.7864990234, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2801361084
validation[          , genome 18669] predictions:    9897/  10000 (98.97%), best:    9897/10000 (98.97%), error:       336.84009, best error:       336.84009 on epoch:    55, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 1078.0229492188s, input_fired_time: 12.6402826309, output_fired_time: 12.8266038895, propagate_forward_time: 403.8113403320, propagate_backward_time: 636.3083496094, weight_update_time: 1.0979872942, other_time: 12.4363403320
epoch time: 84.9123458862s, input_fired_time: 1.5763211250, output_fired_time: 0.0000000000, propagate_forward_time: 81.1473999023, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1886215210
validation[          , genome 18669] predictions:    9878/  10000 (98.78%), best:    9897/10000 (98.97%), error:       383.06888, best error:       336.84009 on epoch:    55, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 1076.9293212891s, input_fired_time: 12.6461505890, output_fired_time: 12.8478527069, propagate_forward_time: 403.2162780762, propagate_backward_time: 635.7595825195, weight_update_time: 1.1004928350, other_time: 12.4594116211
epoch time: 84.6790466309s, input_fired_time: 1.5828353167, output_fired_time: 0.0000000000, propagate_forward_time: 80.8901062012, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2061080933
validation[          , genome 18669] predictions:    9891/  10000 (98.91%), best:    9897/10000 (98.97%), error:       367.44608, best error:       336.84009 on epoch:    55, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 1077.6502685547s, input_fired_time: 12.6441221237, output_fired_time: 12.8786659241, propagate_forward_time: 403.4474182129, propagate_backward_time: 636.2386474609, weight_update_time: 1.1122963428, other_time: 12.4414062500
epoch time: 84.1549072266s, input_fired_time: 1.5675114393, output_fired_time: 0.0000000000, propagate_forward_time: 80.4104385376, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1769561768
validation[          , genome 18669] predictions:    9877/  10000 (98.77%), best:    9897/10000 (98.97%), error:       374.26099, best error:       336.84009 on epoch:    55, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 1077.0102539063s, input_fired_time: 12.6306390762, output_fired_time: 12.8756246567, propagate_forward_time: 403.5200195313, propagate_backward_time: 635.6235961914, weight_update_time: 1.0984672308, other_time: 12.3604125977
epoch time: 84.6909637451s, input_fired_time: 1.5883518457, output_fired_time: 0.0000000000, propagate_forward_time: 80.8836746216, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2189407349
validation[          , genome 18669] predictions:    9889/  10000 (98.89%), best:    9897/10000 (98.97%), error:       344.94598, best error:       336.84009 on epoch:    55, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 1075.8179931641s, input_fired_time: 12.6339302063, output_fired_time: 12.8145742416, propagate_forward_time: 402.7598571777, propagate_backward_time: 635.1856079102, weight_update_time: 1.1032876968, other_time: 12.4240112305
epoch time: 83.7040786743s, input_fired_time: 1.5656055212, output_fired_time: 0.0000000000, propagate_forward_time: 79.9352493286, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2032241821
validation[          , genome 18669] predictions:    9888/  10000 (98.88%), best:    9897/10000 (98.97%), error:       348.40155, best error:       336.84009 on epoch:    55, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 1076.0106201172s, input_fired_time: 12.6163511276, output_fired_time: 12.7828254700, propagate_forward_time: 403.1997070313, propagate_backward_time: 634.9600219727, weight_update_time: 1.1079735756, other_time: 12.4517211914
epoch time: 84.4206695557s, input_fired_time: 1.5892649889, output_fired_time: 0.0000000000, propagate_forward_time: 80.6277999878, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2036056519
validation[          , genome 18669] predictions:    9894/  10000 (98.94%), best:    9897/10000 (98.97%), error:       338.80807, best error:       336.84009 on epoch:    55, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 1078.0830078125s, input_fired_time: 12.6440048218, output_fired_time: 12.8768835068, propagate_forward_time: 403.2249450684, propagate_backward_time: 636.9126586914, weight_update_time: 1.1040743589, other_time: 12.4244995117
epoch time: 84.8321304321s, input_fired_time: 1.5834082365, output_fired_time: 0.0000000000, propagate_forward_time: 81.0258178711, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2229080200
validation[          , genome 18669] predictions:    9883/  10000 (98.83%), best:    9897/10000 (98.97%), error:       359.11282, best error:       336.84009 on epoch:    55, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 1077.7292480469s, input_fired_time: 12.6380319595, output_fired_time: 12.8367748260, propagate_forward_time: 404.2760009766, propagate_backward_time: 635.5351562500, weight_update_time: 1.1147519350, other_time: 12.4432373047
epoch time: 84.9287338257s, input_fired_time: 1.5907195807, output_fired_time: 0.0000000000, propagate_forward_time: 81.1284561157, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2095565796
validation[          , genome 18669] predictions:    9895/  10000 (98.95%), best:    9895/10000 (98.95%), error:       316.42719, best error:       316.42719 on epoch:    63, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 1075.4259033203s, input_fired_time: 12.5860424042, output_fired_time: 12.8013744354, propagate_forward_time: 402.2262878418, propagate_backward_time: 635.4344482422, weight_update_time: 1.1028634310, other_time: 12.3776855469
epoch time: 84.3718032837s, input_fired_time: 1.5760759115, output_fired_time: 0.0000000000, propagate_forward_time: 80.5853424072, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2103881836
validation[          , genome 18669] predictions:    9899/  10000 (98.99%), best:    9895/10000 (98.95%), error:       345.47754, best error:       316.42719 on epoch:    63, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 1075.7639160156s, input_fired_time: 12.5950918198, output_fired_time: 12.8704643250, propagate_forward_time: 401.8454895020, propagate_backward_time: 636.0982666016, weight_update_time: 1.1042101383, other_time: 12.3546142578
epoch time: 84.7652435303s, input_fired_time: 1.5799404383, output_fired_time: 0.0000000000, propagate_forward_time: 81.0139236450, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1713790894
validation[          , genome 18669] predictions:    9899/  10000 (98.99%), best:    9895/10000 (98.95%), error:       322.50113, best error:       316.42719 on epoch:    63, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 1075.2220458984s, input_fired_time: 12.6344699860, output_fired_time: 12.8273353577, propagate_forward_time: 402.5179443359, propagate_backward_time: 634.8063354492, weight_update_time: 1.1047848463, other_time: 12.4358520508
epoch time: 84.7622680664s, input_fired_time: 1.5922251940, output_fired_time: 0.0000000000, propagate_forward_time: 80.9647216797, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2053222656
validation[          , genome 18669] predictions:    9900/  10000 (99.00%), best:    9895/10000 (98.95%), error:       347.40381, best error:       316.42719 on epoch:    63, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 1074.1198730469s, input_fired_time: 12.6211290359, output_fired_time: 12.8486032486, propagate_forward_time: 401.9425964355, propagate_backward_time: 634.2545776367, weight_update_time: 1.0960887671, other_time: 12.4529418945
epoch time: 84.8460311890s, input_fired_time: 1.5867044926, output_fired_time: 0.0000000000, propagate_forward_time: 81.0372543335, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2220687866
validation[          , genome 18669] predictions:    9902/  10000 (99.02%), best:    9895/10000 (98.95%), error:       347.19427, best error:       316.42719 on epoch:    63, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 1074.8782958984s, input_fired_time: 12.6154251099, output_fired_time: 12.8404808044, propagate_forward_time: 401.8143920898, propagate_backward_time: 635.1776123047, weight_update_time: 1.1034144163, other_time: 12.4303588867
epoch time: 84.0682220459s, input_fired_time: 1.5731711388, output_fired_time: 0.0000000000, propagate_forward_time: 80.2984619141, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1965866089
validation[          , genome 18669] predictions:    9904/  10000 (99.04%), best:    9895/10000 (98.95%), error:       325.83191, best error:       316.42719 on epoch:    63, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 1076.9742431641s, input_fired_time: 12.6289739609, output_fired_time: 12.8995494843, propagate_forward_time: 403.9306945801, propagate_backward_time: 635.1191406250, weight_update_time: 1.1007431746, other_time: 12.3958740234
epoch time: 84.5411529541s, input_fired_time: 1.5879740715, output_fired_time: 0.0000000000, propagate_forward_time: 80.7300491333, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2231292725
validation[          , genome 18669] predictions:    9895/  10000 (98.95%), best:    9895/10000 (98.95%), error:       331.34131, best error:       316.42719 on epoch:    63, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 1075.7381591797s, input_fired_time: 12.6787414551, output_fired_time: 12.8390035629, propagate_forward_time: 403.0571289063, propagate_backward_time: 634.7556762695, weight_update_time: 1.1015943289, other_time: 12.4076538086
epoch time: 84.4198989868s, input_fired_time: 1.5869730711, output_fired_time: 0.0000000000, propagate_forward_time: 80.6442413330, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1886825562
validation[          , genome 18669] predictions:    9903/  10000 (99.03%), best:    9895/10000 (98.95%), error:       323.95392, best error:       316.42719 on epoch:    63, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 1076.6063232422s, input_fired_time: 12.6701688766, output_fired_time: 12.8790330887, propagate_forward_time: 402.7551269531, propagate_backward_time: 635.8506469727, weight_update_time: 1.1115231514, other_time: 12.4513549805
epoch time: 84.9186782837s, input_fired_time: 1.5937316418, output_fired_time: 0.0000000000, propagate_forward_time: 81.0961532593, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2287902832
validation[          , genome 18669] predictions:    9896/  10000 (98.96%), best:    9895/10000 (98.95%), error:       328.59592, best error:       316.42719 on epoch:    63, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 1075.2770996094s, input_fired_time: 12.6410570145, output_fired_time: 12.8582429886, propagate_forward_time: 401.7754516602, propagate_backward_time: 635.5675048828, weight_update_time: 1.1098155975, other_time: 12.4347534180
epoch time: 83.4749145508s, input_fired_time: 1.5686690807, output_fired_time: 0.0000000000, propagate_forward_time: 79.7200317383, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1862106323
validation[          , genome 18669] predictions:    9899/  10000 (98.99%), best:    9895/10000 (98.95%), error:       340.30490, best error:       316.42719 on epoch:    63, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 1074.2603759766s, input_fired_time: 12.6275939941, output_fired_time: 12.8469114304, propagate_forward_time: 401.8800964355, propagate_backward_time: 634.5335693359, weight_update_time: 1.1011470556, other_time: 12.3721923828
epoch time: 84.6905822754s, input_fired_time: 1.5880061388, output_fired_time: 0.0000000000, propagate_forward_time: 80.9013061523, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2012710571
validation[          , genome 18669] predictions:    9898/  10000 (98.98%), best:    9895/10000 (98.95%), error:       322.55362, best error:       316.42719 on epoch:    63, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 1078.1910400391s, input_fired_time: 12.7019815445, output_fired_time: 12.8481197357, propagate_forward_time: 403.5976562500, propagate_backward_time: 636.6160888672, weight_update_time: 1.1037129164, other_time: 12.4271240234
epoch time: 84.3965377808s, input_fired_time: 1.5863963366, output_fired_time: 0.0000000000, propagate_forward_time: 80.5581512451, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2519912720
validation[          , genome 18669] predictions:    9901/  10000 (99.01%), best:    9895/10000 (98.95%), error:       322.14981, best error:       316.42719 on epoch:    63, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 1072.2669677734s, input_fired_time: 12.6573324203, output_fired_time: 12.8263359070, propagate_forward_time: 400.6302185059, propagate_backward_time: 633.6905517578, weight_update_time: 1.1026515961, other_time: 12.4625244141
epoch time: 83.8251800537s, input_fired_time: 1.5861165524, output_fired_time: 0.0000000000, propagate_forward_time: 80.0635375977, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1755294800
validation[          , genome 18669] predictions:    9895/  10000 (98.95%), best:    9895/10000 (98.95%), error:       332.15479, best error:       316.42719 on epoch:    63, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 1074.7872314453s, input_fired_time: 12.6954898834, output_fired_time: 12.8498191833, propagate_forward_time: 402.0234985352, propagate_backward_time: 634.8778686523, weight_update_time: 1.1039352417, other_time: 12.3405761719
epoch time: 84.7000198364s, input_fired_time: 1.5885004997, output_fired_time: 0.0000000000, propagate_forward_time: 80.8975296021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2139892578
validation[          , genome 18669] predictions:    9893/  10000 (98.93%), best:    9895/10000 (98.95%), error:       340.04694, best error:       316.42719 on epoch:    63, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 1077.3575439453s, input_fired_time: 12.6839971542, output_fired_time: 12.8590507507, propagate_forward_time: 403.3279113770, propagate_backward_time: 636.1370239258, weight_update_time: 1.1071145535, other_time: 12.3496704102
epoch time: 84.9728240967s, input_fired_time: 1.5900794268, output_fired_time: 0.0000000000, propagate_forward_time: 81.2127380371, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1700057983
validation[          , genome 18669] predictions:    9895/  10000 (98.95%), best:    9895/10000 (98.95%), error:       331.81638, best error:       316.42719 on epoch:    63, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 1077.1411132813s, input_fired_time: 12.6841039658, output_fired_time: 12.8669662476, propagate_forward_time: 403.1415710449, propagate_backward_time: 636.0817260742, weight_update_time: 1.1027959585, other_time: 12.3667602539
epoch time: 83.0783157349s, input_fired_time: 1.5724385977, output_fired_time: 0.0000000000, propagate_forward_time: 79.3075027466, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1983718872
validation[          , genome 18669] predictions:    9889/  10000 (98.89%), best:    9895/10000 (98.95%), error:       350.57956, best error:       316.42719 on epoch:    63, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 1078.2728271484s, input_fired_time: 12.6745719910, output_fired_time: 12.8160896301, propagate_forward_time: 403.7125244141, propagate_backward_time: 636.7081909180, weight_update_time: 1.1033723354, other_time: 12.3615112305
epoch time: 83.9407196045s, input_fired_time: 1.5843000412, output_fired_time: 0.0000000000, propagate_forward_time: 80.1461029053, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2103195190
validation[          , genome 18669] predictions:    9901/  10000 (99.01%), best:    9895/10000 (98.95%), error:       324.59406, best error:       316.42719 on epoch:    63, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 1077.9804687500s, input_fired_time: 12.6819562912, output_fired_time: 12.8455495834, propagate_forward_time: 404.0435791016, propagate_backward_time: 635.9839477539, weight_update_time: 1.1136023998, other_time: 12.4253540039
epoch time: 84.9083099365s, input_fired_time: 1.5973832607, output_fired_time: 0.0000000000, propagate_forward_time: 81.0797576904, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2311706543
validation[          , genome 18669] predictions:    9901/  10000 (99.01%), best:    9895/10000 (98.95%), error:       319.96741, best error:       316.42719 on epoch:    63, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 1078.5197753906s, input_fired_time: 12.6945190430, output_fired_time: 12.8520421982, propagate_forward_time: 404.6000976563, propagate_backward_time: 635.9810180664, weight_update_time: 1.1089384556, other_time: 12.3920288086
epoch time: 84.7718429565s, input_fired_time: 1.5787332058, output_fired_time: 0.0000000000, propagate_forward_time: 81.0065765381, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1865310669
validation[          , genome 18669] predictions:    9900/  10000 (99.00%), best:    9895/10000 (98.95%), error:       333.99661, best error:       316.42719 on epoch:    63, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 1081.2247314453s, input_fired_time: 12.6901712418, output_fired_time: 12.8377170563, propagate_forward_time: 406.1867065430, propagate_backward_time: 637.1143798828, weight_update_time: 1.1041988134, other_time: 12.3956909180
epoch time: 85.3814468384s, input_fired_time: 1.5965119600, output_fired_time: 0.0000000000, propagate_forward_time: 81.5948791504, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1900558472
validation[          , genome 18669] predictions:    9901/  10000 (99.01%), best:    9895/10000 (98.95%), error:       334.79077, best error:       316.42719 on epoch:    63, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 1078.3360595703s, input_fired_time: 12.6579656601, output_fired_time: 12.8194522858, propagate_forward_time: 404.2780761719, propagate_backward_time: 636.2373046875, weight_update_time: 1.1063454151, other_time: 12.3432617188
epoch time: 84.7111663818s, input_fired_time: 1.5914062262, output_fired_time: 0.0000000000, propagate_forward_time: 80.9386672974, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1810913086
validation[          , genome 18669] predictions:    9899/  10000 (98.99%), best:    9895/10000 (98.95%), error:       333.68680, best error:       316.42719 on epoch:    63, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 1079.1652832031s, input_fired_time: 12.6611957550, output_fired_time: 12.8230953217, propagate_forward_time: 404.4513549805, propagate_backward_time: 636.8202514648, weight_update_time: 1.1048099995, other_time: 12.4093017578
epoch time: 83.9259719849s, input_fired_time: 1.5774182081, output_fired_time: 0.0000000000, propagate_forward_time: 80.1577835083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1907730103
validation[          , genome 18669] predictions:    9897/  10000 (98.97%), best:    9895/10000 (98.95%), error:       325.24286, best error:       316.42719 on epoch:    63, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 1078.9667968750s, input_fired_time: 12.6968927383, output_fired_time: 12.8586397171, propagate_forward_time: 405.2724304199, propagate_backward_time: 635.7655029297, weight_update_time: 1.1050591469, other_time: 12.3732910156
epoch time: 84.1470413208s, input_fired_time: 1.5841823816, output_fired_time: 0.0000000000, propagate_forward_time: 80.3944702148, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1683883667
validation[          , genome 18669] predictions:    9905/  10000 (99.05%), best:    9905/10000 (99.05%), error:       312.80215, best error:       312.80215 on epoch:    85, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 1081.3325195313s, input_fired_time: 12.6987609863, output_fired_time: 12.8826160431, propagate_forward_time: 405.2669982910, propagate_backward_time: 638.1303710938, weight_update_time: 1.1030030251, other_time: 12.3538818359
epoch time: 84.6728286743s, input_fired_time: 1.6028628349, output_fired_time: 0.0000000000, propagate_forward_time: 80.8499298096, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2200393677
validation[          , genome 18669] predictions:    9905/  10000 (99.05%), best:    9905/10000 (99.05%), error:       314.91376, best error:       312.80215 on epoch:    85, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 1079.0858154297s, input_fired_time: 12.7196226120, output_fired_time: 12.8418216705, propagate_forward_time: 404.5999145508, propagate_backward_time: 636.5247192383, weight_update_time: 1.1008502245, other_time: 12.3997802734
epoch time: 84.8659057617s, input_fired_time: 1.5931979418, output_fired_time: 0.0000000000, propagate_forward_time: 81.0697326660, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2029724121
validation[          , genome 18669] predictions:    9898/  10000 (98.98%), best:    9905/10000 (99.05%), error:       331.01944, best error:       312.80215 on epoch:    85, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 1078.6799316406s, input_fired_time: 12.6797208786, output_fired_time: 12.8708105087, propagate_forward_time: 404.9433593750, propagate_backward_time: 635.9000244141, weight_update_time: 1.1068997383, other_time: 12.2860107422
epoch time: 84.8780670166s, input_fired_time: 1.5794249773, output_fired_time: 0.0000000000, propagate_forward_time: 81.1291198730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1695251465
validation[          , genome 18669] predictions:    9899/  10000 (98.99%), best:    9905/10000 (99.05%), error:       329.31915, best error:       312.80215 on epoch:    85, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 1080.7521972656s, input_fired_time: 12.6808738708, output_fired_time: 12.8529567719, propagate_forward_time: 405.8013916016, propagate_backward_time: 637.1521606445, weight_update_time: 1.1026647091, other_time: 12.2648315430
epoch time: 84.6609268188s, input_fired_time: 1.5963510275, output_fired_time: 0.0000000000, propagate_forward_time: 80.8568878174, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2076873779
validation[          , genome 18669] predictions:    9906/  10000 (99.06%), best:    9906/10000 (99.06%), error:       311.40808, best error:       311.40808 on epoch:    89, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 1083.8933105469s, input_fired_time: 12.6907405853, output_fired_time: 12.9063825607, propagate_forward_time: 406.7513732910, propagate_backward_time: 639.3126220703, weight_update_time: 1.1002374887, other_time: 12.2321777344
epoch time: 84.6709136963s, input_fired_time: 1.5833060741, output_fired_time: 0.0000000000, propagate_forward_time: 80.9120559692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1755523682
validation[          , genome 18669] predictions:    9908/  10000 (99.08%), best:    9906/10000 (99.06%), error:       314.95761, best error:       311.40808 on epoch:    89, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 1076.6342773438s, input_fired_time: 12.6552572250, output_fired_time: 12.8404150009, propagate_forward_time: 403.5977783203, propagate_backward_time: 635.2914428711, weight_update_time: 1.1030358076, other_time: 12.2493286133
epoch time: 83.8779907227s, input_fired_time: 1.5646805763, output_fired_time: 0.0000000000, propagate_forward_time: 80.1621398926, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1511688232
validation[          , genome 18669] predictions:    9898/  10000 (98.98%), best:    9906/10000 (99.06%), error:       322.56659, best error:       311.40808 on epoch:    89, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 1079.2718505859s, input_fired_time: 12.6947298050, output_fired_time: 12.7997264862, propagate_forward_time: 404.2415771484, propagate_backward_time: 637.2803955078, weight_update_time: 1.1035220623, other_time: 12.2554931641
epoch time: 84.0984802246s, input_fired_time: 1.5785000324, output_fired_time: 0.0000000000, propagate_forward_time: 80.3495483398, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1704330444
validation[          , genome 18669] predictions:    9901/  10000 (99.01%), best:    9906/10000 (99.06%), error:       320.08737, best error:       311.40808 on epoch:    89, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 1075.4150390625s, input_fired_time: 12.6626586914, output_fired_time: 12.8370370865, propagate_forward_time: 403.4360351563, propagate_backward_time: 634.2130126953, weight_update_time: 1.1017266512, other_time: 12.2663574219
epoch time: 84.4936599731s, input_fired_time: 1.5869207382, output_fired_time: 0.0000000000, propagate_forward_time: 80.7126693726, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1940689087
validation[          , genome 18669] predictions:    9905/  10000 (99.05%), best:    9906/10000 (99.06%), error:       318.85553, best error:       311.40808 on epoch:    89, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 1079.3852539063s, input_fired_time: 12.6864976883, output_fired_time: 12.9170827866, propagate_forward_time: 404.0123901367, propagate_backward_time: 637.4866943359, weight_update_time: 1.0984278917, other_time: 12.2825317383
epoch time: 84.5613021851s, input_fired_time: 1.5864264965, output_fired_time: 0.0000000000, propagate_forward_time: 80.8017196655, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1731567383
validation[          , genome 18669] predictions:    9896/  10000 (98.96%), best:    9906/10000 (99.06%), error:       322.30573, best error:       311.40808 on epoch:    89, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 1081.2304687500s, input_fired_time: 12.6750717163, output_fired_time: 12.8569259644, propagate_forward_time: 404.9722595215, propagate_backward_time: 638.4004516602, weight_update_time: 1.1028066874, other_time: 12.3257446289
epoch time: 84.8304595947s, input_fired_time: 1.5917327404, output_fired_time: 0.0000000000, propagate_forward_time: 81.0663757324, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1723480225
validation[          , genome 18669] predictions:    9900/  10000 (99.00%), best:    9906/10000 (99.06%), error:       326.06140, best error:       311.40808 on epoch:    89, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 1080.9195556641s, input_fired_time: 12.6752157211, output_fired_time: 12.8764009476, propagate_forward_time: 405.6522827148, propagate_backward_time: 637.3869628906, weight_update_time: 1.1078122854, other_time: 12.3287963867
epoch time: 83.6583709717s, input_fired_time: 1.5651293993, output_fired_time: 0.0000000000, propagate_forward_time: 79.9432983398, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1499404907
validation[          , genome 18669] predictions:    9902/  10000 (99.02%), best:    9906/10000 (99.06%), error:       320.17749, best error:       311.40808 on epoch:    89, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 1078.9659423828s, input_fired_time: 12.6883726120, output_fired_time: 12.8575210571, propagate_forward_time: 404.3539733887, propagate_backward_time: 636.7529907227, weight_update_time: 1.1079895496, other_time: 12.3130493164
epoch time: 84.5406036377s, input_fired_time: 1.5988882780, output_fired_time: 0.0000000000, propagate_forward_time: 80.7599105835, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1818084717
validation[          , genome 18669] predictions:    9904/  10000 (99.04%), best:    9906/10000 (99.06%), error:       315.44971, best error:       311.40808 on epoch:    89, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 1076.9737548828s, input_fired_time: 12.6827783585, output_fired_time: 12.8211784363, propagate_forward_time: 405.0038452148, propagate_backward_time: 634.2406616211, weight_update_time: 1.1040174961, other_time: 12.2253417969
epoch time: 85.2915496826s, input_fired_time: 1.5944457054, output_fired_time: 0.0000000000, propagate_forward_time: 81.5334472656, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1636581421
validation[          , genome 18669] predictions:    9900/  10000 (99.00%), best:    9900/10000 (99.00%), error:       310.02350, best error:       310.02350 on epoch:    98, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 1082.0605468750s, input_fired_time: 12.7063312531, output_fired_time: 12.8691062927, propagate_forward_time: 405.9975585938, propagate_backward_time: 638.2407226563, weight_update_time: 1.1051515341, other_time: 12.2468261719
epoch time: 85.2707901001s, input_fired_time: 1.5948824883, output_fired_time: 0.0000000000, propagate_forward_time: 81.5001525879, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1757583618
validation[          , genome 18669] predictions:    9901/  10000 (99.01%), best:    9900/10000 (99.00%), error:       324.72287, best error:       310.02350 on epoch:    98, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 1077.7600097656s, input_fired_time: 12.7026138306, output_fired_time: 12.8456907272, propagate_forward_time: 404.3027954102, propagate_backward_time: 635.6578369141, weight_update_time: 1.1013153791, other_time: 12.2510375977
epoch time: 83.9960708618s, input_fired_time: 1.5706301928, output_fired_time: 0.0000000000, propagate_forward_time: 80.2605209351, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1649169922
validation[          , genome 18669] predictions:    9906/  10000 (99.06%), best:    9900/10000 (99.00%), error:       315.39487, best error:       310.02350 on epoch:    98, epoch:  100/100, mu: 0.9870989323, learning_rate: 0.0000740065, weight_decay: 0.0000029603

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 424.9254150391s, input_fired_time: 7.9790501595, output_fired_time: 0.0000000000, propagate_forward_time: 406.0886840820, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 10.8576660156
best training[          , genome 18669] predictions:   50000/  50000 (100.00%), best:    9900/10000 (99.00%), error:       107.28860, best error:       310.02350 on epoch:    98, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 84.5751266479s, input_fired_time: 1.5813435316, output_fired_time: 0.0000000000, propagate_forward_time: 80.8321075439, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1616744995
   testing[          , genome 18669] predictions:    9913/  10000 (99.13%), best:    9900/10000 (99.00%), error:       264.24811, best error:       310.02350 on epoch:    98, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
20:10:40 (5648): called boinc_finish(0)

</stderr_txt>
]]>