Nameexact_genome_1529666402_162_7050_2
Workunit3823136
Created24 Jun 2018, 7:09:41 UTC
Sent24 Jun 2018, 8:19:38 UTC
Report deadline29 Oct 2018, 15:22:20 UTC
Received26 Jun 2018, 3:56:40 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID53797
Run time1 days 18 hours 35 min 49 sec
CPU time1 days 17 hours 20 min 23 sec
Validate stateInitial
Credit0.00
Device peak FLOPS3.87 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33

Stderr output

<core_client_version>7.2.42</core_client_version>
<![CDATA[
<stderr_txt>
 output_fired_time: 7.2848820686, propagate_forward_time: 546.7808837891, propagate_backward_time: 790.4531250000, weight_update_time: 0.3686121404, other_time: 13.8707275391
epoch time: 114.4291610718s, input_fired_time: 1.2927602530, output_fired_time: 0.0000000000, propagate_forward_time: 110.7592697144, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3771286011
validation[          , genome  7050] predictions:    6090/  10000 (60.90%), best:    6090/10000 (60.90%), error:     11313.25000, best error:     11313.25000 on epoch:    15, epoch:   15/100, mu: 0.7238196731, learning_rate: 0.0014103925, weight_decay: 0.0002306528

epoch time: 1389.2031250000s, input_fired_time: 23.3834877014, output_fired_time: 7.2118968964, propagate_forward_time: 550.2487182617, propagate_backward_time: 790.9196777344, weight_update_time: 0.3839654624, other_time: 17.4392700195
epoch time: 120.0362091064s, input_fired_time: 1.3060051203, output_fired_time: 0.0000000000, propagate_forward_time: 112.1791839600, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 6.5510177612
validation[          , genome  7050] predictions:    5914/  10000 (59.14%), best:    6090/10000 (60.90%), error:     11789.68848, best error:     11313.25000 on epoch:    15, epoch:   16/100, mu: 0.7335347533, learning_rate: 0.0013175083, weight_decay: 0.0002205752

epoch time: 1386.5384521484s, input_fired_time: 23.1401519775, output_fired_time: 7.2642750740, propagate_forward_time: 547.6215820312, propagate_backward_time: 787.9074707031, weight_update_time: 0.3776516914, other_time: 20.6049804688
epoch time: 112.4300155640s, input_fired_time: 1.2878049612, output_fired_time: 0.0000000000, propagate_forward_time: 108.7322463989, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4099655151
validation[          , genome  7050] predictions:    5811/  10000 (58.11%), best:    6090/10000 (60.90%), error:     12234.38477, best error:     11313.25000 on epoch:    15, epoch:   17/100, mu: 0.7428952456, learning_rate: 0.0012307413, weight_decay: 0.0002109379

epoch time: 1382.0112304688s, input_fired_time: 23.3062648773, output_fired_time: 7.3141984940, propagate_forward_time: 547.4506225586, propagate_backward_time: 788.9137573242, weight_update_time: 0.3852048814, other_time: 15.0263671875
epoch time: 113.0779724121s, input_fired_time: 1.2767499685, output_fired_time: 0.0000000000, propagate_forward_time: 109.4117965698, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3894271851
validation[          , genome  7050] predictions:    5880/  10000 (58.80%), best:    6090/10000 (60.90%), error:     11995.60645, best error:     11313.25000 on epoch:    15, epoch:   18/100, mu: 0.7519141436, learning_rate: 0.0011496884, weight_decay: 0.0002017217

epoch time: 1377.4101562500s, input_fired_time: 23.3197536469, output_fired_time: 7.2347378731, propagate_forward_time: 546.6775512695, propagate_backward_time: 785.1840820312, weight_update_time: 0.4034896493, other_time: 14.9940795898
epoch time: 113.7236022949s, input_fired_time: 1.2927079201, output_fired_time: 0.0000000000, propagate_forward_time: 110.0343780518, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3965148926
validation[          , genome  7050] predictions:    6014/  10000 (60.14%), best:    6090/10000 (60.90%), error:     11589.30957, best error:     11313.25000 on epoch:    15, epoch:   19/100, mu: 0.7606038451, learning_rate: 0.0010739735, weight_decay: 0.0001929082

epoch time: 1379.8862304688s, input_fired_time: 23.4083690643, output_fired_time: 7.2168455124, propagate_forward_time: 546.1038818359, propagate_backward_time: 789.0894165039, weight_update_time: 0.3690090775, other_time: 14.0678100586
epoch time: 113.0685043335s, input_fired_time: 1.2923322916, output_fired_time: 0.0000000000, propagate_forward_time: 109.3392257690, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4369430542
validation[          , genome  7050] predictions:    5872/  10000 (58.72%), best:    6090/10000 (60.90%), error:     11847.01074, best error:     11313.25000 on epoch:    15, epoch:   20/100, mu: 0.7689763904, learning_rate: 0.0010032449, weight_decay: 0.0001844797

epoch time: 1379.7530517578s, input_fired_time: 23.2088298798, output_fired_time: 7.1771697998, propagate_forward_time: 546.2219848633, propagate_backward_time: 789.1754150391, weight_update_time: 0.3891220689, other_time: 13.9696655273
epoch time: 113.7095489502s, input_fired_time: 1.2919021845, output_fired_time: 0.0000000000, propagate_forward_time: 109.9531021118, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4645462036
validation[          , genome  7050] predictions:    6277/  10000 (62.77%), best:    6277/10000 (62.77%), error:     10948.39648, best error:     10948.39648 on epoch:    21, epoch:   21/100, mu: 0.7770433426, learning_rate: 0.0009371742, weight_decay: 0.0001764195

epoch time: 1376.1760253906s, input_fired_time: 23.5178718567, output_fired_time: 7.2051315308, propagate_forward_time: 545.4202270508, propagate_backward_time: 786.1603393555, weight_update_time: 0.3686344922, other_time: 13.8725585938
epoch time: 113.3660049438s, input_fired_time: 1.3063519001, output_fired_time: 0.0000000000, propagate_forward_time: 109.6529235840, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4067306519
validation[          , genome  7050] predictions:    6059/  10000 (60.59%), best:    6277/10000 (62.77%), error:     11373.45117, best error:     10948.39648 on epoch:    21, epoch:   22/100, mu: 0.7848158479, learning_rate: 0.0008754548, weight_decay: 0.0001687115

epoch time: 1378.2847900391s, input_fired_time: 23.3696632385, output_fired_time: 7.2330794334, propagate_forward_time: 544.9965820312, propagate_backward_time: 788.6993408203, weight_update_time: 0.3729040325, other_time: 13.9862060547
epoch time: 113.3161315918s, input_fired_time: 1.2645210028, output_fired_time: 0.0000000000, propagate_forward_time: 109.6082305908, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4433822632
validation[          , genome  7050] predictions:    5867/  10000 (58.67%), best:    6277/10000 (62.77%), error:     12204.09082, best error:     10948.39648 on epoch:    21, epoch:   23/100, mu: 0.7923046947, learning_rate: 0.0008178001, weight_decay: 0.0001613402

epoch time: 1379.5644531250s, input_fired_time: 23.3637294769, output_fired_time: 7.2354998589, propagate_forward_time: 545.0888061523, propagate_backward_time: 790.0059204102, weight_update_time: 0.3705646396, other_time: 13.8704833984
epoch time: 113.5285263062s, input_fired_time: 1.2836929560, output_fired_time: 0.0000000000, propagate_forward_time: 109.8419647217, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4028701782
validation[          , genome  7050] predictions:    5685/  10000 (56.85%), best:    6277/10000 (62.77%), error:     12817.75488, best error:     10948.39648 on epoch:    21, epoch:   24/100, mu: 0.7995201945, learning_rate: 0.0007639423, weight_decay: 0.0001542910

epoch time: 1380.8074951172s, input_fired_time: 23.2916927338, output_fired_time: 7.3227233887, propagate_forward_time: 546.2135620117, propagate_backward_time: 789.8339233398, weight_update_time: 0.3744942844, other_time: 14.1455078125
epoch time: 113.9174728394s, input_fired_time: 1.3025176525, output_fired_time: 0.0000000000, propagate_forward_time: 110.1949386597, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4200134277
validation[          , genome  7050] predictions:    6226/  10000 (62.26%), best:    6277/10000 (62.77%), error:     11031.40820, best error:     10948.39648 on epoch:    21, epoch:   25/100, mu: 0.8064723611, learning_rate: 0.0007136313, weight_decay: 0.0001475498

epoch time: 1377.1041259766s, input_fired_time: 23.2529773712, output_fired_time: 7.2347736359, propagate_forward_time: 544.5295410156, propagate_backward_time: 788.1515502930, weight_update_time: 0.3857783973, other_time: 13.9353637695
epoch time: 113.2979888916s, input_fired_time: 1.3313893080, output_fired_time: 0.0000000000, propagate_forward_time: 109.5746307373, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3919677734
validation[          , genome  7050] predictions:    6348/  10000 (63.48%), best:    6348/10000 (63.48%), error:     10723.14746, best error:     10723.14746 on epoch:    26, epoch:   26/100, mu: 0.8131707907, learning_rate: 0.0006666338, weight_decay: 0.0001411031

epoch time: 1378.2562255859s, input_fired_time: 23.3177146912, output_fired_time: 7.2000856400, propagate_forward_time: 545.5776367188, propagate_backward_time: 788.1981201172, weight_update_time: 0.3692888021, other_time: 13.9626464844
epoch time: 113.7786712646s, input_fired_time: 1.3279001713, output_fired_time: 0.0000000000, propagate_forward_time: 110.0227966309, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4279708862
validation[          , genome  7050] predictions:    6235/  10000 (62.35%), best:    6348/10000 (63.48%), error:     10953.47559, best error:     10723.14746 on epoch:    26, epoch:   27/100, mu: 0.8196247220, learning_rate: 0.0006227313, weight_decay: 0.0001349381

epoch time: 1384.1568603516s, input_fired_time: 23.4808444977, output_fired_time: 7.3282732964, propagate_forward_time: 547.9444580078, propagate_backward_time: 791.4068603516, weight_update_time: 0.3709338307, other_time: 13.9964599609
epoch time: 113.3909378052s, input_fired_time: 1.3079209328, output_fired_time: 0.0000000000, propagate_forward_time: 109.6145629883, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4684524536
validation[          , genome  7050] predictions:    6177/  10000 (61.77%), best:    6348/10000 (63.48%), error:     11190.03613, best error:     10723.14746 on epoch:    26, epoch:   28/100, mu: 0.8258430958, learning_rate: 0.0005817201, weight_decay: 0.0001290424

epoch time: 1378.3060302734s, input_fired_time: 23.3152694702, output_fired_time: 7.2251667976, propagate_forward_time: 545.7344360352, propagate_backward_time: 788.0054321289, weight_update_time: 0.3771714270, other_time: 14.0256347656
epoch time: 113.1134796143s, input_fired_time: 1.2931101322, output_fired_time: 0.0000000000, propagate_forward_time: 109.4351272583, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3852386475
validation[          , genome  7050] predictions:    6288/  10000 (62.88%), best:    6348/10000 (63.48%), error:     10858.89258, best error:     10723.14746 on epoch:    26, epoch:   29/100, mu: 0.8318345547, learning_rate: 0.0005434098, weight_decay: 0.0001234043

epoch time: 1381.6370849609s, input_fired_time: 23.5136642456, output_fired_time: 7.2760014534, propagate_forward_time: 547.3880615234, propagate_backward_time: 789.4733276367, weight_update_time: 0.3860720098, other_time: 13.9860229492
epoch time: 112.5209426880s, input_fired_time: 1.2948487997, output_fired_time: 0.0000000000, propagate_forward_time: 108.8436813354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3824157715
validation[          , genome  7050] predictions:    6019/  10000 (60.19%), best:    6348/10000 (63.48%), error:     11516.89355, best error:     10723.14746 on epoch:    26, epoch:   30/100, mu: 0.8376073241, learning_rate: 0.0005076225, weight_decay: 0.0001180126

epoch time: 1384.3140869141s, input_fired_time: 23.5559482574, output_fired_time: 7.3138823509, propagate_forward_time: 548.0471191406, propagate_backward_time: 791.4239501953, weight_update_time: 0.3743326366, other_time: 13.9732666016
epoch time: 113.9049148560s, input_fired_time: 1.3180459738, output_fired_time: 0.0000000000, propagate_forward_time: 110.0598754883, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5269927979
validation[          , genome  7050] predictions:    6330/  10000 (63.30%), best:    6330/10000 (63.30%), error:     10617.86230, best error:     10617.86230 on epoch:    31, epoch:   31/100, mu: 0.8431693912, learning_rate: 0.0004741921, weight_decay: 0.0001128565

epoch time: 1388.8234863281s, input_fired_time: 23.4509563446, output_fired_time: 7.1846065521, propagate_forward_time: 556.4196777344, propagate_backward_time: 787.7821655273, weight_update_time: 0.3777729571, other_time: 13.9861450195
epoch time: 113.6336746216s, input_fired_time: 1.3638974428, output_fired_time: 0.0000000000, propagate_forward_time: 109.8216323853, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4481430054
validation[          , genome  7050] predictions:    6370/  10000 (63.70%), best:    6370/10000 (63.70%), error:     10592.51855, best error:     10592.51855 on epoch:    32, epoch:   32/100, mu: 0.8485284448, learning_rate: 0.0004429632, weight_decay: 0.0001079256

epoch time: 1380.1695556641s, input_fired_time: 23.3577003479, output_fired_time: 7.2607431412, propagate_forward_time: 546.1601562500, propagate_backward_time: 789.4688720703, weight_update_time: 0.3790635467, other_time: 13.9221191406
epoch time: 112.9392013550s, input_fired_time: 1.2986103296, output_fired_time: 0.0000000000, propagate_forward_time: 109.1930770874, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4475173950
validation[          , genome  7050] predictions:    6407/  10000 (64.07%), best:    6407/10000 (64.07%), error:     10547.11133, best error:     10547.11133 on epoch:    33, epoch:   33/100, mu: 0.8536918759, learning_rate: 0.0004137910, weight_decay: 0.0001032101

epoch time: 1379.8608398438s, input_fired_time: 23.4674301147, output_fired_time: 7.2513055801, propagate_forward_time: 544.9310913086, propagate_backward_time: 790.1979370117, weight_update_time: 0.3694376945, other_time: 14.0130615234
epoch time: 113.1794509888s, input_fired_time: 1.3071240187, output_fired_time: 0.0000000000, propagate_forward_time: 109.4764556885, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3958740234
validation[          , genome  7050] predictions:    6238/  10000 (62.38%), best:    6407/10000 (64.07%), error:     10877.99707, best error:     10547.11133 on epoch:    33, epoch:   34/100, mu: 0.8586668968, learning_rate: 0.0003865400, weight_decay: 0.0000987007

epoch time: 1380.6751708984s, input_fired_time: 23.4371566772, output_fired_time: 7.2506685257, propagate_forward_time: 545.5919189453, propagate_backward_time: 790.4449462891, weight_update_time: 0.3770186007, other_time: 13.9505615234
epoch time: 113.5128173828s, input_fired_time: 1.3360604048, output_fired_time: 0.0000000000, propagate_forward_time: 109.7903671265, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3863906860
validation[          , genome  7050] predictions:    6414/  10000 (64.14%), best:    6414/10000 (64.14%), error:     10518.80859, best error:     10518.80859 on epoch:    35, epoch:   35/100, mu: 0.8634603024, learning_rate: 0.0003610837, weight_decay: 0.0000943883

epoch time: 1376.3061523438s, input_fired_time: 23.4679203033, output_fired_time: 7.2591633797, propagate_forward_time: 544.2069702148, propagate_backward_time: 787.4354248047, weight_update_time: 0.3867766559, other_time: 13.9367065430
epoch time: 113.7984390259s, input_fired_time: 1.3206840754, output_fired_time: 0.0000000000, propagate_forward_time: 109.9953384399, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4824142456
validation[          , genome  7050] predictions:    6180/  10000 (61.80%), best:    6414/10000 (64.14%), error:     11139.90430, best error:     10518.80859 on epoch:    35, epoch:   36/100, mu: 0.8680787683, learning_rate: 0.0003373038, weight_decay: 0.0000902644

epoch time: 1382.8972167969s, input_fired_time: 23.5736560822, output_fired_time: 7.2130203247, propagate_forward_time: 548.1868286133, propagate_backward_time: 789.9642944336, weight_update_time: 0.3734873235, other_time: 13.9594726562
epoch time: 114.1355743408s, input_fired_time: 1.3451138735, output_fired_time: 0.0000000000, propagate_forward_time: 110.3500976562, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4403610229
validation[          , genome  7050] predictions:    6358/  10000 (63.58%), best:    6414/10000 (64.14%), error:     10675.48535, best error:     10518.80859 on epoch:    35, epoch:   37/100, mu: 0.8725286722, learning_rate: 0.0003150900, weight_decay: 0.0000863206

epoch time: 1378.6157226562s, input_fired_time: 23.4156551361, output_fired_time: 7.2543745041, propagate_forward_time: 545.7961425781, propagate_backward_time: 788.2192382812, weight_update_time: 0.3696486652, other_time: 13.9302978516
epoch time: 112.7213592529s, input_fired_time: 1.3019189835, output_fired_time: 0.0000000000, propagate_forward_time: 108.9934310913, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4260101318
validation[          , genome  7050] predictions:    6359/  10000 (63.59%), best:    6414/10000 (64.14%), error:     10548.82812, best error:     10518.80859 on epoch:    35, epoch:   38/100, mu: 0.8768161535, learning_rate: 0.0002943392, weight_decay: 0.0000825491

epoch time: 1386.4470214844s, input_fired_time: 23.5491504669, output_fired_time: 7.2136240005, propagate_forward_time: 548.4984741211, propagate_backward_time: 793.0310668945, weight_update_time: 0.3702295125, other_time: 14.1546630859
epoch time: 114.1888656616s, input_fired_time: 1.3139865398, output_fired_time: 0.0000000000, propagate_forward_time: 110.4611053467, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4137725830
validation[          , genome  7050] predictions:    6392/  10000 (63.92%), best:    6414/10000 (64.14%), error:     10649.82715, best error:     10518.80859 on epoch:    35, epoch:   39/100, mu: 0.8809471726, learning_rate: 0.0002749549, weight_decay: 0.0000789424

epoch time: 1384.4990234375s, input_fired_time: 23.4889316559, output_fired_time: 7.2363533974, propagate_forward_time: 547.1111450195, propagate_backward_time: 792.5173950195, weight_update_time: 0.3906897604, other_time: 14.1452636719
epoch time: 113.7231369019s, input_fired_time: 1.3462814093, output_fired_time: 0.0000000000, propagate_forward_time: 109.9477081299, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4291458130
validation[          , genome  7050] predictions:    6471/  10000 (64.71%), best:    6471/10000 (64.71%), error:     10327.70215, best error:     10327.70215 on epoch:    40, epoch:   40/100, mu: 0.8849273920, learning_rate: 0.0002568472, weight_decay: 0.0000754933

epoch time: 1382.2779541016s, input_fired_time: 23.6382160187, output_fired_time: 7.1903681755, propagate_forward_time: 545.5136108398, propagate_backward_time: 792.0635986328, weight_update_time: 0.3695339262, other_time: 13.8722534180
epoch time: 113.9045562744s, input_fired_time: 1.3327842951, output_fired_time: 0.0000000000, propagate_forward_time: 110.1761245728, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3956451416
validation[          , genome  7050] predictions:    6400/  10000 (64.00%), best:    6471/10000 (64.71%), error:     10454.27637, best error:     10327.70215 on epoch:    40, epoch:   41/100, mu: 0.8887623549, learning_rate: 0.0002399320, weight_decay: 0.0000721949

epoch time: 1381.7519531250s, input_fired_time: 23.4879035950, output_fired_time: 7.2465634346, propagate_forward_time: 546.6740722656, propagate_backward_time: 790.3057861328, weight_update_time: 0.3989144862, other_time: 14.0375976562
epoch time: 114.3180389404s, input_fired_time: 1.3222630024, output_fired_time: 0.0000000000, propagate_forward_time: 110.5192794800, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4764938354
validation[          , genome  7050] predictions:    6362/  10000 (63.62%), best:    6471/10000 (64.71%), error:     10630.81055, best error:     10327.70215 on epoch:    40, epoch:   42/100, mu: 0.8924573660, learning_rate: 0.0002241309, weight_decay: 0.0000690405

epoch time: 1384.9542236328s, input_fired_time: 23.5409622192, output_fired_time: 7.3831458092, propagate_forward_time: 546.9176635742, propagate_backward_time: 793.0546264648, weight_update_time: 0.3722735643, other_time: 14.0577392578
epoch time: 114.4136886597s, input_fired_time: 1.3955876827, output_fired_time: 0.0000000000, propagate_forward_time: 110.6041870117, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4139175415
validation[          , genome  7050] predictions:    6442/  10000 (64.42%), best:    6471/10000 (64.71%), error:     10351.41699, best error:     10327.70215 on epoch:    40, epoch:   43/100, mu: 0.8960174918, learning_rate: 0.0002093703, weight_decay: 0.0000660241

epoch time: 1383.2506103516s, input_fired_time: 23.7318019867, output_fired_time: 7.2627677917, propagate_forward_time: 547.2780151367, propagate_backward_time: 790.9255371094, weight_update_time: 0.3752755523, other_time: 14.0524291992
epoch time: 113.9909820557s, input_fired_time: 1.3579345942, output_fired_time: 0.0000000000, propagate_forward_time: 110.0910873413, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5419616699
validation[          , genome  7050] predictions:    6328/  10000 (63.28%), best:    6471/10000 (64.71%), error:     10608.50977, best error:     10327.70215 on epoch:    40, epoch:   44/100, mu: 0.8994476795, learning_rate: 0.0001955818, weight_decay: 0.0000631394

epoch time: 1383.3576660156s, input_fired_time: 23.6525306702, output_fired_time: 7.2481102943, propagate_forward_time: 547.5371704102, propagate_backward_time: 790.9167480469, weight_update_time: 0.3720969260, other_time: 14.0029907227
epoch time: 114.5282745361s, input_fired_time: 1.3599638939, output_fired_time: 0.0000000000, propagate_forward_time: 110.6347579956, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5335540771
validation[          , genome  7050] predictions:    6410/  10000 (64.10%), best:    6471/10000 (64.71%), error:     10403.14453, best error:     10327.70215 on epoch:    40, epoch:   45/100, mu: 0.9027526975, learning_rate: 0.0001827014, weight_decay: 0.0000603807

epoch time: 1398.2598876953s, input_fired_time: 23.8760204315, output_fired_time: 7.4472422600, propagate_forward_time: 553.4942626953, propagate_backward_time: 799.1486206055, weight_update_time: 0.3832491636, other_time: 14.2937622070
epoch time: 113.7960510254s, input_fired_time: 1.3880555630, output_fired_time: 0.0000000000, propagate_forward_time: 109.9491348267, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4588623047
validation[          , genome  7050] predictions:    6470/  10000 (64.70%), best:    6470/10000 (64.70%), error:     10241.21387, best error:     10241.21387 on epoch:    46, epoch:   46/100, mu: 0.9059370756, learning_rate: 0.0001706692, weight_decay: 0.0000577426

epoch time: 1384.6586914062s, input_fired_time: 23.6494235992, output_fired_time: 7.3665394783, propagate_forward_time: 548.6116333008, propagate_backward_time: 790.7708129883, weight_update_time: 0.3806708157, other_time: 14.2602539062
epoch time: 114.3421630859s, input_fired_time: 1.3736634254, output_fired_time: 0.0000000000, propagate_forward_time: 110.5079116821, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4605865479
validation[          , genome  7050] predictions:    6503/  10000 (65.03%), best:    6470/10000 (64.70%), error:     10282.64258, best error:     10241.21387 on epoch:    46, epoch:   47/100, mu: 0.9090052247, learning_rate: 0.0001594295, weight_decay: 0.0000552197

epoch time: 1380.9102783203s, input_fired_time: 23.5500164032, output_fired_time: 7.2615261078, propagate_forward_time: 546.0829467773, propagate_backward_time: 790.0374145508, weight_update_time: 0.3729714453, other_time: 13.9783935547
epoch time: 115.0835113525s, input_fired_time: 1.3967353106, output_fired_time: 0.0000000000, propagate_forward_time: 111.1827850342, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5039901733
validation[          , genome  7050] predictions:    6543/  10000 (65.43%), best:    6543/10000 (65.43%), error:     10157.89844, best error:     10157.89844 on epoch:    48, epoch:   48/100, mu: 0.9119613767, learning_rate: 0.0001489299, weight_decay: 0.0000528071

epoch time: 1380.8575439453s, input_fired_time: 23.5492076874, output_fired_time: 7.3186521530, propagate_forward_time: 546.6636352539, propagate_backward_time: 789.3370971680, weight_update_time: 0.3744778335, other_time: 13.9890136719
epoch time: 113.6755828857s, input_fired_time: 1.3545174599, output_fired_time: 0.0000000000, propagate_forward_time: 109.8783874512, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4426803589
validation[          , genome  7050] predictions:    6505/  10000 (65.05%), best:    6505/10000 (65.05%), error:     10128.47754, best error:     10128.47754 on epoch:    49, epoch:   49/100, mu: 0.9148096442, learning_rate: 0.0001391219, weight_decay: 0.0000504999

epoch time: 1381.0659179688s, input_fired_time: 23.6790122986, output_fired_time: 7.3099780083, propagate_forward_time: 546.3499755859, propagate_backward_time: 789.7648925781, weight_update_time: 0.3792597651, other_time: 13.9621582031
epoch time: 113.6398925781s, input_fired_time: 1.3593492508, output_fired_time: 0.0000000000, propagate_forward_time: 109.8681793213, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4123611450
validation[          , genome  7050] predictions:    6453/  10000 (64.53%), best:    6505/10000 (65.05%), error:     10343.73730, best error:     10128.47754 on epoch:    49, epoch:   50/100, mu: 0.9175539613, learning_rate: 0.0001299597, weight_decay: 0.0000482934

epoch time: 1380.0189208984s, input_fired_time: 23.6351242065, output_fired_time: 7.2461752892, propagate_forward_time: 545.9923095703, propagate_backward_time: 789.0007324219, weight_update_time: 0.4010405540, other_time: 14.1445312500
epoch time: 113.5873107910s, input_fired_time: 1.3511143923, output_fired_time: 0.0000000000, propagate_forward_time: 109.8384780884, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3977203369
validation[          , genome  7050] predictions:    6432/  10000 (64.32%), best:    6505/10000 (65.05%), error:     10245.38184, best error:     10128.47754 on epoch:    49, epoch:   51/100, mu: 0.9201980829, learning_rate: 0.0001214010, weight_decay: 0.0000461834

epoch time: 1383.0991210938s, input_fired_time: 23.7255134583, output_fired_time: 7.2632703781, propagate_forward_time: 547.3611450195, propagate_backward_time: 790.6912231445, weight_update_time: 0.3742801845, other_time: 14.0579833984
epoch time: 113.8071212769s, input_fired_time: 1.3526240587, output_fired_time: 0.0000000000, propagate_forward_time: 110.0794067383, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3750915527
validation[          , genome  7050] predictions:    6531/  10000 (65.31%), best:    6531/10000 (65.31%), error:     10090.88574, best error:     10090.88574 on epoch:    52, epoch:   52/100, mu: 0.9227457047, learning_rate: 0.0001134059, weight_decay: 0.0000441656

epoch time: 1379.3554687500s, input_fired_time: 23.7324562073, output_fired_time: 7.2457814217, propagate_forward_time: 546.8081665039, propagate_backward_time: 787.5148315430, weight_update_time: 0.3704396188, other_time: 14.0543212891
epoch time: 113.2773971558s, input_fired_time: 1.3500288725, output_fired_time: 0.0000000000, propagate_forward_time: 109.5319137573, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3954544067
validation[          , genome  7050] predictions:    6521/  10000 (65.21%), best:    6531/10000 (65.31%), error:     10165.89941, best error:     10090.88574 on epoch:    52, epoch:   53/100, mu: 0.9252003431, learning_rate: 0.0001059373, weight_decay: 0.0000422359

epoch time: 1377.8754882812s, input_fired_time: 23.8976879120, output_fired_time: 7.2391242981, propagate_forward_time: 545.1405029297, propagate_backward_time: 787.5720825195, weight_update_time: 0.3862135112, other_time: 14.0260620117
epoch time: 113.5433959961s, input_fired_time: 1.3588747978, output_fired_time: 0.0000000000, propagate_forward_time: 109.7756347656, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4088897705
validation[          , genome  7050] predictions:    6562/  10000 (65.62%), best:    6562/10000 (65.62%), error:     10088.53613, best error:     10088.53613 on epoch:    54, epoch:   54/100, mu: 0.9275653958, learning_rate: 0.0000989606, weight_decay: 0.0000403906

epoch time: 1383.8425292969s, input_fired_time: 23.5826950073, output_fired_time: 7.2210330963, propagate_forward_time: 546.4136352539, propagate_backward_time: 792.4855346680, weight_update_time: 0.3755244613, other_time: 14.1396484375
epoch time: 113.6336364746s, input_fired_time: 1.3617895842, output_fired_time: 0.0000000000, propagate_forward_time: 109.8569793701, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4148712158
validation[          , genome  7050] predictions:    6564/  10000 (65.64%), best:    6564/10000 (65.64%), error:     10023.12109, best error:     10023.12109 on epoch:    55, epoch:   55/100, mu: 0.9298441410, learning_rate: 0.0000924434, weight_decay: 0.0000386258

epoch time: 1386.3016357422s, input_fired_time: 23.8388500214, output_fired_time: 7.3025894165, propagate_forward_time: 547.8843994141, propagate_backward_time: 793.2254028320, weight_update_time: 0.3757041097, other_time: 14.0503540039
epoch time: 114.9122314453s, input_fired_time: 1.3839247227, output_fired_time: 0.0000000000, propagate_forward_time: 111.1269149780, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4013900757
validation[          , genome  7050] predictions:    6533/  10000 (65.33%), best:    6564/10000 (65.64%), error:     10055.26074, best error:     10023.12109 on epoch:    55, epoch:   56/100, mu: 0.9320397377, learning_rate: 0.0000863553, weight_decay: 0.0000369382

epoch time: 1377.4591064453s, input_fired_time: 23.6787738800, output_fired_time: 7.2886037827, propagate_forward_time: 545.1823730469, propagate_backward_time: 787.2644653320, weight_update_time: 0.3788171709, other_time: 14.0448608398
epoch time: 112.8839340210s, input_fired_time: 1.3533935547, output_fired_time: 0.0000000000, propagate_forward_time: 109.1128387451, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4177017212
validation[          , genome  7050] predictions:    6589/  10000 (65.89%), best:    6589/10000 (65.89%), error:      9967.95703, best error:      9967.95703 on epoch:    57, epoch:   57/100, mu: 0.9341551661, learning_rate: 0.0000806682, weight_decay: 0.0000353243

epoch time: 1382.7579345703s, input_fired_time: 23.7814598083, output_fired_time: 7.2723860741, propagate_forward_time: 546.6777954102, propagate_backward_time: 790.9686279297, weight_update_time: 0.3803777397, other_time: 14.0576782227
epoch time: 112.6113891602s, input_fired_time: 1.3461098671, output_fired_time: 0.0000000000, propagate_forward_time: 108.8901214600, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3751602173
validation[          , genome  7050] predictions:    6540/  10000 (65.40%), best:    6589/10000 (65.89%), error:      9972.24707, best error:      9967.95703 on epoch:    57, epoch:   58/100, mu: 0.9361934066, learning_rate: 0.0000753557, weight_decay: 0.0000337810

epoch time: 1376.7401123047s, input_fired_time: 23.6632862091, output_fired_time: 7.2299003601, propagate_forward_time: 544.5051269531, propagate_backward_time: 787.4251708984, weight_update_time: 0.3706466258, other_time: 13.9166259766
epoch time: 114.5487213135s, input_fired_time: 1.3679553270, output_fired_time: 0.0000000000, propagate_forward_time: 110.7832107544, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3975524902
validation[          , genome  7050] predictions:    6427/  10000 (64.27%), best:    6589/10000 (65.89%), error:     10356.79199, best error:      9967.95703 on epoch:    57, epoch:   59/100, mu: 0.9381572604, learning_rate: 0.0000703930, weight_decay: 0.0000323050

epoch time: 1380.5048828125s, input_fired_time: 23.7470397949, output_fired_time: 7.2500433922, propagate_forward_time: 545.6190795898, propagate_backward_time: 790.0079956055, weight_update_time: 0.3716276586, other_time: 13.8807373047
epoch time: 113.2150344849s, input_fired_time: 1.3898694515, output_fired_time: 0.0000000000, propagate_forward_time: 109.3277816772, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4973831177
validation[          , genome  7050] predictions:    6566/  10000 (65.66%), best:    6589/10000 (65.89%), error:     10064.18066, best error:      9967.95703 on epoch:    57, epoch:   60/100, mu: 0.9400494099, learning_rate: 0.0000657571, weight_decay: 0.0000308936

epoch time: 1381.2269287109s, input_fired_time: 23.6763000488, output_fired_time: 7.2629609108, propagate_forward_time: 545.0999755859, propagate_backward_time: 791.1533203125, weight_update_time: 0.3911719322, other_time: 14.0344238281
epoch time: 113.8053741455s, input_fired_time: 1.3953835964, output_fired_time: 0.0000000000, propagate_forward_time: 110.0097427368, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4002456665
validation[          , genome  7050] predictions:    6558/  10000 (65.58%), best:    6589/10000 (65.89%), error:     10046.04785, best error:      9967.95703 on epoch:    57, epoch:   61/100, mu: 0.9418725371, learning_rate: 0.0000614266, weight_decay: 0.0000295438

epoch time: 1384.0262451172s, input_fired_time: 23.7332534790, output_fired_time: 7.2034883499, propagate_forward_time: 547.4548339844, propagate_backward_time: 791.4981689453, weight_update_time: 0.3789614737, other_time: 14.1364746094
epoch time: 112.6640625000s, input_fired_time: 1.3526108265, output_fired_time: 0.0000000000, propagate_forward_time: 108.9031372070, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4083175659
validation[          , genome  7050] predictions:    6516/  10000 (65.16%), best:    6589/10000 (65.89%), error:     10030.51562, best error:      9967.95703 on epoch:    57, epoch:   62/100, mu: 0.9436290860, learning_rate: 0.0000573812, weight_decay: 0.0000282530

epoch time: 1383.0888671875s, input_fired_time: 23.7815570831, output_fired_time: 7.2683496475, propagate_forward_time: 545.9655151367, propagate_backward_time: 791.9758300781, weight_update_time: 0.3716847599, other_time: 14.0975952148
epoch time: 113.1474685669s, input_fired_time: 1.3637672663, output_fired_time: 0.0000000000, propagate_forward_time: 109.3342514038, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4494476318
validation[          , genome  7050] predictions:    6601/  10000 (66.01%), best:    6601/10000 (66.01%), error:      9920.94238, best error:      9920.94238 on epoch:    63, epoch:   63/100, mu: 0.9453215599, learning_rate: 0.0000536022, weight_decay: 0.0000270185

epoch time: 1379.0510253906s, input_fired_time: 23.7809276581, output_fired_time: 7.3373293877, propagate_forward_time: 546.2133178711, propagate_backward_time: 787.7711181641, weight_update_time: 0.3744672537, other_time: 13.9484252930
epoch time: 114.1865234375s, input_fired_time: 1.3642101288, output_fired_time: 0.0000000000, propagate_forward_time: 110.3777770996, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4445343018
validation[          , genome  7050] predictions:    6599/  10000 (65.99%), best:    6601/10000 (66.01%), error:      9932.94824, best error:      9920.94238 on epoch:    63, epoch:   64/100, mu: 0.9469522238, learning_rate: 0.0000500722, weight_decay: 0.0000258381

epoch time: 1375.7917480469s, input_fired_time: 23.7072925568, output_fired_time: 7.2842040062, propagate_forward_time: 545.0408325195, propagate_backward_time: 785.8182983398, weight_update_time: 0.3700329959, other_time: 13.9411621094
epoch time: 114.5323257446s, input_fired_time: 1.3777544498, output_fired_time: 0.0000000000, propagate_forward_time: 110.7335815430, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4209899902
validation[          , genome  7050] predictions:    6610/  10000 (66.10%), best:    6601/10000 (66.01%), error:      9961.15625, best error:      9920.94238 on epoch:    63, epoch:   65/100, mu: 0.9485234022, learning_rate: 0.0000467746, weight_decay: 0.0000247092

epoch time: 1380.6031494141s, input_fired_time: 23.7013072968, output_fired_time: 7.2645711899, propagate_forward_time: 546.1805419922, propagate_backward_time: 789.4878540039, weight_update_time: 0.3808657527, other_time: 13.9689331055
epoch time: 114.5318984985s, input_fired_time: 1.3859165907, output_fired_time: 0.0000000000, propagate_forward_time: 110.7523956299, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3935852051
validation[          , genome  7050] predictions:    6591/  10000 (65.91%), best:    6601/10000 (66.01%), error:      9977.46484, best error:      9920.94238 on epoch:    63, epoch:   66/100, mu: 0.9500372410, learning_rate: 0.0000436941, weight_decay: 0.0000236296

epoch time: 1381.0240478516s, input_fired_time: 23.7197456360, output_fired_time: 7.2419166565, propagate_forward_time: 546.7402954102, propagate_backward_time: 789.3384399414, weight_update_time: 0.3799536824, other_time: 13.9836425781
epoch time: 112.6154556274s, input_fired_time: 1.3871376514, output_fired_time: 0.0000000000, propagate_forward_time: 108.8589630127, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3693542480
validation[          , genome  7050] predictions:    6599/  10000 (65.99%), best:    6599/10000 (65.99%), error:      9888.45996, best error:      9888.45996 on epoch:    67, epoch:   67/100, mu: 0.9514958262, learning_rate: 0.0000408166, weight_decay: 0.0000225972

epoch time: 1381.9652099609s, input_fired_time: 23.8331069946, output_fired_time: 7.1950669289, propagate_forward_time: 547.5664062500, propagate_backward_time: 789.2875976562, weight_update_time: 0.3883271515, other_time: 14.0830078125
epoch time: 113.8577346802s, input_fired_time: 1.3672592640, output_fired_time: 0.0000000000, propagate_forward_time: 110.1006622314, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3898162842
validation[          , genome  7050] predictions:    6612/  10000 (66.12%), best:    6612/10000 (66.12%), error:      9846.57129, best error:      9846.57129 on epoch:    68, epoch:   68/100, mu: 0.9529011846, learning_rate: 0.0000381285, weight_decay: 0.0000216099

epoch time: 1384.7259521484s, input_fired_time: 23.8463401794, output_fired_time: 7.2483277321, propagate_forward_time: 548.2553710938, propagate_backward_time: 791.3541870117, weight_update_time: 0.3724255562, other_time: 14.0217895508
epoch time: 114.0930862427s, input_fired_time: 1.3760728836, output_fired_time: 0.0000000000, propagate_forward_time: 110.3352203369, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3817901611
validation[          , genome  7050] predictions:    6592/  10000 (65.92%), best:    6612/10000 (66.12%), error:      9854.80566, best error:      9846.57129 on epoch:    68, epoch:   69/100, mu: 0.9542552233, learning_rate: 0.0000356175, weight_decay: 0.0000206657

epoch time: 1387.6475830078s, input_fired_time: 23.9988498688, output_fired_time: 7.3617877960, propagate_forward_time: 549.6667480469, propagate_backward_time: 792.6469726562, weight_update_time: 0.3917740881, other_time: 13.9731445312
epoch time: 114.8640289307s, input_fired_time: 1.3940137625, output_fired_time: 0.0000000000, propagate_forward_time: 111.0352325439, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4347839355
validation[          , genome  7050] predictions:    6626/  10000 (66.26%), best:    6626/10000 (66.26%), error:      9837.27734, best error:      9837.27734 on epoch:    70, epoch:   70/100, mu: 0.9555598497, learning_rate: 0.0000332718, weight_decay: 0.0000197628

epoch time: 1376.8792724609s, input_fired_time: 23.6819400787, output_fired_time: 7.2782921791, propagate_forward_time: 543.7266235352, propagate_backward_time: 788.2328491211, weight_update_time: 0.4026705921, other_time: 13.9595947266
epoch time: 113.5905227661s, input_fired_time: 1.3693606853, output_fired_time: 0.0000000000, propagate_forward_time: 109.8209152222, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4002456665
validation[          , genome  7050] predictions:    6559/  10000 (65.59%), best:    6626/10000 (66.26%), error:     10013.59570, best error:      9837.27734 on epoch:    70, epoch:   71/100, mu: 0.9568168521, learning_rate: 0.0000310806, weight_decay: 0.0000188993

epoch time: 1381.2921142578s, input_fired_time: 23.6933689117, output_fired_time: 7.1937890053, propagate_forward_time: 545.6763916016, propagate_backward_time: 790.6517944336, weight_update_time: 0.3741367459, other_time: 14.0767211914
epoch time: 114.2743301392s, input_fired_time: 1.4196166992, output_fired_time: 0.0000000000, propagate_forward_time: 110.4600448608, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3946685791
validation[          , genome  7050] predictions:    6597/  10000 (65.97%), best:    6626/10000 (66.26%), error:      9879.24023, best error:      9837.27734 on epoch:    70, epoch:   72/100, mu: 0.9580279589, learning_rate: 0.0000290338, weight_decay: 0.0000180736

epoch time: 1384.6362304688s, input_fired_time: 23.8041725159, output_fired_time: 7.2866544724, propagate_forward_time: 547.8657836914, propagate_backward_time: 791.6007690430, weight_update_time: 0.3857024312, other_time: 14.0788574219
epoch time: 114.7676086426s, input_fired_time: 1.4114940166, output_fired_time: 0.0000000000, propagate_forward_time: 110.9344940186, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4216232300
validation[          , genome  7050] predictions:    6641/  10000 (66.41%), best:    6641/10000 (66.41%), error:      9814.61230, best error:      9814.61230 on epoch:    73, epoch:   73/100, mu: 0.9591948986, learning_rate: 0.0000271217, weight_decay: 0.0000172839

epoch time: 1384.3159179688s, input_fired_time: 23.8988094330, output_fired_time: 7.2743473053, propagate_forward_time: 547.7844848633, propagate_backward_time: 791.2239379883, weight_update_time: 0.3876498938, other_time: 14.1343994141
epoch time: 113.0835266113s, input_fired_time: 1.3704023361, output_fired_time: 0.0000000000, propagate_forward_time: 109.2262954712, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4868316650
validation[          , genome  7050] predictions:    6636/  10000 (66.36%), best:    6641/10000 (66.41%), error:      9834.59375, best error:      9814.61230 on epoch:    73, epoch:   74/100, mu: 0.9603192210, learning_rate: 0.0000253355, weight_decay: 0.0000165287

epoch time: 1380.0422363281s, input_fired_time: 23.7364368439, output_fired_time: 7.2247004509, propagate_forward_time: 545.5645141602, propagate_backward_time: 789.4078369141, weight_update_time: 0.3839627206, other_time: 14.1087036133
epoch time: 114.4093551636s, input_fired_time: 1.3758288622, output_fired_time: 0.0000000000, propagate_forward_time: 110.5890731812, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4444503784
validation[          , genome  7050] predictions:    6634/  10000 (66.34%), best:    6641/10000 (66.41%), error:      9843.37207, best error:      9814.61230 on epoch:    73, epoch:   75/100, mu: 0.9614025354, learning_rate: 0.0000236670, weight_decay: 0.0000158066

epoch time: 1380.2089843750s, input_fired_time: 23.7765903473, output_fired_time: 7.3529787064, propagate_forward_time: 545.8170776367, propagate_backward_time: 789.3063964844, weight_update_time: 0.3767714500, other_time: 13.9558715820
epoch time: 113.6989822388s, input_fired_time: 1.4009935856, output_fired_time: 0.0000000000, propagate_forward_time: 109.8967056274, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4012832642
validation[          , genome  7050] predictions:    6599/  10000 (65.99%), best:    6641/10000 (66.41%), error:      9886.57422, best error:      9814.61230 on epoch:    73, epoch:   76/100, mu: 0.9624462724, learning_rate: 0.0000221084, weight_decay: 0.0000151160

epoch time: 1384.2714843750s, input_fired_time: 23.9399871826, output_fired_time: 7.2503628731, propagate_forward_time: 547.6621704102, propagate_backward_time: 791.2722778320, weight_update_time: 0.3807830811, other_time: 14.1467285156
epoch time: 112.8403015137s, input_fired_time: 1.3743461370, output_fired_time: 0.0000000000, propagate_forward_time: 109.0708007812, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3951568604
validation[          , genome  7050] predictions:    6662/  10000 (66.62%), best:    6662/10000 (66.62%), error:      9731.62207, best error:      9731.62207 on epoch:    77, epoch:   77/100, mu: 0.9634519219, learning_rate: 0.0000206524, weight_decay: 0.0000144555

epoch time: 1384.5229492188s, input_fired_time: 23.8872509003, output_fired_time: 7.2416734695, propagate_forward_time: 547.1038818359, propagate_backward_time: 792.3156738281, weight_update_time: 0.3926907182, other_time: 13.9744873047
epoch time: 112.9953460693s, input_fired_time: 1.3939911127, output_fired_time: 0.0000000000, propagate_forward_time: 109.2315216064, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3698348999
validation[          , genome  7050] predictions:    6654/  10000 (66.54%), best:    6654/10000 (66.54%), error:      9713.13086, best error:      9713.13086 on epoch:    78, epoch:   78/100, mu: 0.9644208550, learning_rate: 0.0000192923, weight_decay: 0.0000138239

epoch time: 1381.5437011719s, input_fired_time: 23.7865257263, output_fired_time: 7.2204594612, propagate_forward_time: 545.8389892578, propagate_backward_time: 790.5465087891, weight_update_time: 0.4046345651, other_time: 14.1512451172
epoch time: 113.5594787598s, input_fired_time: 1.4416537285, output_fired_time: 0.0000000000, propagate_forward_time: 109.7067489624, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4110794067
validation[          , genome  7050] predictions:    6643/  10000 (66.43%), best:    6654/10000 (66.54%), error:      9754.17090, best error:      9713.13086 on epoch:    78, epoch:   79/100, mu: 0.9653544426, learning_rate: 0.0000180218, weight_decay: 0.0000132199

epoch time: 1382.7504882812s, input_fired_time: 23.8919029236, output_fired_time: 7.2978100777, propagate_forward_time: 547.0890502930, propagate_backward_time: 790.4714355469, weight_update_time: 0.3886699080, other_time: 14.0003051758
epoch time: 114.0990600586s, input_fired_time: 1.3620922565, output_fired_time: 0.0000000000, propagate_forward_time: 110.3339080811, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4030609131
validation[          , genome  7050] predictions:    6639/  10000 (66.39%), best:    6654/10000 (66.54%), error:      9720.24512, best error:      9713.13086 on epoch:    78, epoch:   80/100, mu: 0.9662539363, learning_rate: 0.0000168349, weight_decay: 0.0000126423

epoch time: 1405.7238769531s, input_fired_time: 23.7829799652, output_fired_time: 7.2647595406, propagate_forward_time: 547.8779296875, propagate_backward_time: 786.8608398438, weight_update_time: 0.3813859224, other_time: 39.9373779297
epoch time: 116.9025497437s, input_fired_time: 1.3776445389, output_fired_time: 0.0000000000, propagate_forward_time: 109.7684936523, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.7564086914
validation[          , genome  7050] predictions:    6620/  10000 (66.20%), best:    6654/10000 (66.54%), error:      9863.19141, best error:      9713.13086 on epoch:    78, epoch:   81/100, mu: 0.9671206474, learning_rate: 0.0000157262, weight_decay: 0.0000120900

epoch time: 1386.6442871094s, input_fired_time: 23.6309680939, output_fired_time: 7.2363653183, propagate_forward_time: 546.2600708008, propagate_backward_time: 786.1585083008, weight_update_time: 0.4000904560, other_time: 23.3583984375
epoch time: 113.9125671387s, input_fired_time: 1.3741868734, output_fired_time: 0.0000000000, propagate_forward_time: 109.5499114990, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9884719849
validation[          , genome  7050] predictions:    6675/  10000 (66.75%), best:    6654/10000 (66.54%), error:      9724.85254, best error:      9713.13086 on epoch:    78, epoch:   82/100, mu: 0.9679557085, learning_rate: 0.0000146905, weight_decay: 0.0000115618

epoch time: 1384.9899902344s, input_fired_time: 23.6619300842, output_fired_time: 7.2507762909, propagate_forward_time: 545.8880615234, propagate_backward_time: 787.1762695312, weight_update_time: 0.3812346160, other_time: 21.0129394531
epoch time: 116.2846374512s, input_fired_time: 1.3747253418, output_fired_time: 0.0000000000, propagate_forward_time: 109.3026504517, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.6072616577
validation[          , genome  7050] predictions:    6683/  10000 (66.83%), best:    6683/10000 (66.83%), error:      9697.59766, best error:      9697.59766 on epoch:    83, epoch:   83/100, mu: 0.9687603116, learning_rate: 0.0000137231, weight_decay: 0.0000110566

epoch time: 1443.1936035156s, input_fired_time: 23.7498321533, output_fired_time: 7.2687425613, propagate_forward_time: 548.0360107422, propagate_backward_time: 788.1076049805, weight_update_time: 0.3803990483, other_time: 76.0313110352
epoch time: 124.9312515259s, input_fired_time: 1.3671689034, output_fired_time: 0.0000000000, propagate_forward_time: 109.2935104370, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 14.2705688477
validation[          , genome  7050] predictions:    6660/  10000 (66.60%), best:    6683/10000 (66.83%), error:      9697.92871, best error:      9697.59766 on epoch:    83, epoch:   84/100, mu: 0.9695355296, learning_rate: 0.0000128193, weight_decay: 0.0000105735

epoch time: 1452.4836425781s, input_fired_time: 23.7541313171, output_fired_time: 7.2501559258, propagate_forward_time: 549.1946411133, propagate_backward_time: 788.7456665039, weight_update_time: 0.3807973266, other_time: 83.5390625000
epoch time: 127.0259399414s, input_fired_time: 1.3832876682, output_fired_time: 0.0000000000, propagate_forward_time: 110.8964996338, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 14.7461547852
validation[          , genome  7050] predictions:    6696/  10000 (66.96%), best:    6683/10000 (66.83%), error:      9699.43066, best error:      9697.59766 on epoch:    83, epoch:   85/100, mu: 0.9702824354, learning_rate: 0.0000119751, weight_decay: 0.0000101115

epoch time: 1451.1365966797s, input_fired_time: 23.6967887878, output_fired_time: 7.2566962242, propagate_forward_time: 549.5125122070, propagate_backward_time: 790.5894165039, weight_update_time: 0.3982765377, other_time: 80.0811767578
epoch time: 126.2018203735s, input_fired_time: 1.3681461811, output_fired_time: 0.0000000000, propagate_forward_time: 109.9179916382, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 14.9156799316
validation[          , genome  7050] predictions:    6675/  10000 (66.75%), best:    6683/10000 (66.83%), error:      9702.02051, best error:      9697.59766 on epoch:    83, epoch:   86/100, mu: 0.9710021019, learning_rate: 0.0000111864, weight_decay: 0.0000096698

epoch time: 1446.6029052734s, input_fired_time: 23.7171573639, output_fired_time: 7.2119293213, propagate_forward_time: 547.1350097656, propagate_backward_time: 785.7034912109, weight_update_time: 0.3890544772, other_time: 82.8353271484
epoch time: 126.1800537109s, input_fired_time: 1.3965525627, output_fired_time: 0.0000000000, propagate_forward_time: 109.7800292969, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 15.0034713745
validation[          , genome  7050] predictions:    6674/  10000 (66.74%), best:    6683/10000 (66.83%), error:      9709.71875, best error:      9697.59766 on epoch:    83, epoch:   87/100, mu: 0.9716954827, learning_rate: 0.0000104497, weight_decay: 0.0000092473

epoch time: 1442.6158447266s, input_fired_time: 23.7637214661, output_fired_time: 7.2121911049, propagate_forward_time: 546.6711425781, propagate_backward_time: 784.3298339844, weight_update_time: 0.3833874464, other_time: 80.6390380859
epoch time: 130.4951934814s, input_fired_time: 1.4171886444, output_fired_time: 0.0000000000, propagate_forward_time: 109.4298095703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 19.6481933594
validation[          , genome  7050] predictions:    6709/  10000 (67.09%), best:    6709/10000 (67.09%), error:      9646.14062, best error:      9646.14062 on epoch:    88, epoch:   88/100, mu: 0.9723635912, learning_rate: 0.0000097615, weight_decay: 0.0000088432

epoch time: 1446.2391357422s, input_fired_time: 23.7287750244, output_fired_time: 7.2422447205, propagate_forward_time: 547.6998291016, propagate_backward_time: 785.2949218750, weight_update_time: 0.3983046710, other_time: 82.2734375000
epoch time: 130.5498352051s, input_fired_time: 1.4055739641, output_fired_time: 0.0000000000, propagate_forward_time: 110.3673782349, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 18.7768783569
validation[          , genome  7050] predictions:    6669/  10000 (66.69%), best:    6669/10000 (66.69%), error:      9642.71777, best error:      9642.71777 on epoch:    89, epoch:   89/100, mu: 0.9730072618, learning_rate: 0.0000091187, weight_decay: 0.0000084569

epoch time: 1452.4665527344s, input_fired_time: 23.8126182556, output_fired_time: 7.2451028824, propagate_forward_time: 556.0998535156, propagate_backward_time: 784.5344238281, weight_update_time: 0.3851522803, other_time: 80.7745361328
epoch time: 126.6693115234s, input_fired_time: 1.4015680552, output_fired_time: 0.0000000000, propagate_forward_time: 110.0036468506, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 15.2640991211
validation[          , genome  7050] predictions:    6660/  10000 (66.60%), best:    6669/10000 (66.69%), error:      9749.18164, best error:      9642.71777 on epoch:    89, epoch:   90/100, mu: 0.9736274481, learning_rate: 0.0000085181, weight_decay: 0.0000080874

epoch time: 1450.9282226562s, input_fired_time: 23.7373371124, output_fired_time: 7.2573623657, propagate_forward_time: 546.6240844727, propagate_backward_time: 786.4701538086, weight_update_time: 0.3847286701, other_time: 86.8393554688
epoch time: 126.3153381348s, input_fired_time: 1.3847188950, output_fired_time: 0.0000000000, propagate_forward_time: 109.9633636475, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 14.9672546387
validation[          , genome  7050] predictions:    6711/  10000 (67.11%), best:    6669/10000 (66.69%), error:      9667.75586, best error:      9642.71777 on epoch:    89, epoch:   91/100, mu: 0.9742250443, learning_rate: 0.0000079572, weight_decay: 0.0000077340

epoch time: 1446.0617675781s, input_fired_time: 23.7373619080, output_fired_time: 7.3150391579, propagate_forward_time: 547.8157348633, propagate_backward_time: 786.5289916992, weight_update_time: 0.3881856203, other_time: 80.6646728516
epoch time: 123.8606719971s, input_fired_time: 1.3907363415, output_fired_time: 0.0000000000, propagate_forward_time: 110.2822647095, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 12.1876678467
validation[          , genome  7050] predictions:    6705/  10000 (67.05%), best:    6705/10000 (67.05%), error:      9610.42773, best error:      9610.42773 on epoch:    92, epoch:   92/100, mu: 0.9748008251, learning_rate: 0.0000074331, weight_decay: 0.0000073961

epoch time: 1436.4853515625s, input_fired_time: 23.6904163361, output_fired_time: 7.2318463326, propagate_forward_time: 546.1834716797, propagate_backward_time: 786.4313354492, weight_update_time: 0.3852552474, other_time: 72.9483032227
epoch time: 119.1070251465s, input_fired_time: 1.4525555372, output_fired_time: 0.0000000000, propagate_forward_time: 110.1702880859, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 7.4841842651
validation[          , genome  7050] predictions:    6699/  10000 (66.99%), best:    6705/10000 (67.05%), error:      9610.53027, best error:      9610.42773 on epoch:    92, epoch:   93/100, mu: 0.9753555655, learning_rate: 0.0000069436, weight_decay: 0.0000070730

epoch time: 1446.7921142578s, input_fired_time: 23.7263813019, output_fired_time: 7.2743854523, propagate_forward_time: 547.8705444336, propagate_backward_time: 787.9556884766, weight_update_time: 0.3875411451, other_time: 79.9650268555
epoch time: 127.1778640747s, input_fired_time: 1.4106965065, output_fired_time: 0.0000000000, propagate_forward_time: 110.2226562500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 15.5445098877
validation[          , genome  7050] predictions:    6687/  10000 (66.87%), best:    6705/10000 (67.05%), error:      9684.00195, best error:      9610.42773 on epoch:    92, epoch:   94/100, mu: 0.9758900404, learning_rate: 0.0000064863, weight_decay: 0.0000067639

epoch time: 1441.4208984375s, input_fired_time: 23.7454929352, output_fired_time: 7.1884946823, propagate_forward_time: 548.8983764648, propagate_backward_time: 787.3555297852, weight_update_time: 0.3903433383, other_time: 74.2330322266
epoch time: 120.3847732544s, input_fired_time: 1.4143300056, output_fired_time: 0.0000000000, propagate_forward_time: 110.4897842407, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 8.4806594849
validation[          , genome  7050] predictions:    6710/  10000 (67.10%), best:    6705/10000 (67.05%), error:      9657.67188, best error:      9610.42773 on epoch:    92, epoch:   95/100, mu: 0.9764050245, learning_rate: 0.0000060591, weight_decay: 0.0000064684

epoch time: 1420.6038818359s, input_fired_time: 23.7689418793, output_fired_time: 7.2281751633, propagate_forward_time: 546.6578369141, propagate_backward_time: 785.4664306641, weight_update_time: 0.3862864673, other_time: 57.4825439453
epoch time: 124.9266891479s, input_fired_time: 1.4075615406, output_fired_time: 0.0000000000, propagate_forward_time: 110.0582427979, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 13.4608840942
validation[          , genome  7050] predictions:    6702/  10000 (67.02%), best:    6702/10000 (67.02%), error:      9607.47363, best error:      9607.47363 on epoch:    96, epoch:   96/100, mu: 0.9769012332, learning_rate: 0.0000056601, weight_decay: 0.0000061858

epoch time: 1428.6066894531s, input_fired_time: 23.8660717010, output_fired_time: 7.2670984268, propagate_forward_time: 551.0576782227, propagate_backward_time: 790.6574707031, weight_update_time: 0.3885416687, other_time: 55.7583618164
epoch time: 121.6933975220s, input_fired_time: 1.4407472610, output_fired_time: 0.0000000000, propagate_forward_time: 110.3429565430, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 9.9096908569
validation[          , genome  7050] predictions:    6717/  10000 (67.17%), best:    6702/10000 (67.02%), error:      9615.31055, best error:      9607.47363 on epoch:    96, epoch:   97/100, mu: 0.9773793221, learning_rate: 0.0000052874, weight_decay: 0.0000059155

epoch time: 1421.1300048828s, input_fired_time: 23.7907428741, output_fired_time: 7.2326531410, propagate_forward_time: 546.5187988281, propagate_backward_time: 787.1450805664, weight_update_time: 0.3919997811, other_time: 56.4426879883
epoch time: 122.8104629517s, input_fired_time: 1.3781187534, output_fired_time: 0.0000000000, propagate_forward_time: 109.6735992432, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 11.7587432861
validation[          , genome  7050] predictions:    6703/  10000 (67.03%), best:    6702/10000 (67.02%), error:      9626.70117, best error:      9607.47363 on epoch:    96, epoch:   98/100, mu: 0.9778399467, learning_rate: 0.0000049391, weight_decay: 0.0000056571

epoch time: 1430.5087890625s, input_fired_time: 23.6059341431, output_fired_time: 7.2425932884, propagate_forward_time: 545.5192871094, propagate_backward_time: 787.0159301758, weight_update_time: 0.3880364895, other_time: 67.1250610352
epoch time: 123.7825164795s, input_fired_time: 1.3801913261, output_fired_time: 0.0000000000, propagate_forward_time: 109.5333404541, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 12.8689880371
validation[          , genome  7050] predictions:    6702/  10000 (67.02%), best:    6702/10000 (67.02%), error:      9610.93848, best error:      9607.47363 on epoch:    96, epoch:   99/100, mu: 0.9782837629, learning_rate: 0.0000046139, weight_decay: 0.0000054099

epoch time: 1426.0970458984s, input_fired_time: 23.6869010925, output_fired_time: 7.2045469284, propagate_forward_time: 546.3838500977, propagate_backward_time: 786.7384033203, weight_update_time: 0.3907113373, other_time: 62.0833129883
epoch time: 121.7803421021s, input_fired_time: 1.3824983835, output_fired_time: 0.0000000000, propagate_forward_time: 109.4487609863, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 10.9490814209
validation[          , genome  7050] predictions:    6694/  10000 (66.94%), best:    6694/10000 (66.94%), error:      9598.89160, best error:      9598.89160 on epoch:   100, epoch:  100/100, mu: 0.9787113667, learning_rate: 0.0000043100, weight_decay: 0.0000051735

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 608.3114013672s, input_fired_time: 6.9441518784, output_fired_time: 0.0000000000, propagate_forward_time: 546.6614990234, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 54.7057495117
best training[          , genome  7050] predictions:   38279/  50000 (76.56%), best:    6694/10000 (66.94%), error:     36453.03906, best error:      9598.89160 on epoch:   100, epoch:  101/100, mu: 0.9791233540, learning_rate: 0.0000040262, weight_decay: 0.0000049475
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 121.3007354736s, input_fired_time: 1.3748240471, output_fired_time: 0.0000000000, propagate_forward_time: 109.8997650146, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 10.0261459351
   testing[          , genome  7050] predictions:    6694/  10000 (66.94%), best:    6694/10000 (66.94%), error:      9598.89160, best error:      9598.89160 on epoch:   100, epoch:  101/100, mu: 0.9791233540, learning_rate: 0.0000040262, weight_decay: 0.0000049475
backpropagation finished successfully!
02:55:50 (20127): called boinc_finish(0)

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