Nameexact_genome_1512568488_44_7125_1
Workunit2606973
Created8 Dec 2017, 0:03:04 UTC
Sent8 Dec 2017, 0:11:41 UTC
Report deadline17 Dec 2017, 5:59:26 UTC
Received8 Dec 2017, 12:55:33 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID65413
Run time3 hours 33 min 18 sec
CPU time3 hours 33 min 11 sec
Validate stateValid
Credit2,310.38
Device peak FLOPS3.78 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size151.87 MB
Peak swap size153.44 MB
Peak disk usage1.16 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
d_time: 1.3042056561, output_fired_time: 0.9077125788, propagate_forward_time: 42.5932312012, propagate_backward_time: 65.5367736816, weight_update_time: 0.0984937474, other_time: 2.4558563232
epoch time: 8.1091871262s, input_fired_time: 0.1361085027, output_fired_time: 0.0000000000, propagate_forward_time: 7.5503096581, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4227690697
validation[          , genome  7125] predictions:    9707/  10000 (97.07%), best:    9739/10000 (97.39%), error:       921.79712, best error:       883.36334 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 108.8730545044s, input_fired_time: 1.2904511690, output_fired_time: 0.8873155117, propagate_forward_time: 41.0285377502, propagate_backward_time: 63.2378196716, weight_update_time: 0.0969142988, other_time: 2.4289283752
epoch time: 8.0875921249s, input_fired_time: 0.1349992007, output_fired_time: 0.0000000000, propagate_forward_time: 7.5498065948, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4027862549
validation[          , genome  7125] predictions:    9773/  10000 (97.73%), best:    9773/10000 (97.73%), error:       812.02673, best error:       812.02673 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 107.1755523682s, input_fired_time: 1.2804915905, output_fired_time: 0.8717449307, propagate_forward_time: 40.3463706970, propagate_backward_time: 62.2552452087, weight_update_time: 0.0970961452, other_time: 2.4216957092
epoch time: 8.5634632111s, input_fired_time: 0.1399176121, output_fired_time: 0.0000000000, propagate_forward_time: 8.0001497269, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4233961105
validation[          , genome  7125] predictions:    9723/  10000 (97.23%), best:    9773/10000 (97.73%), error:       924.04852, best error:       812.02673 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 126.6083068848s, input_fired_time: 1.4157856703, output_fired_time: 0.9988033772, propagate_forward_time: 48.1403884888, propagate_backward_time: 73.3895568848, weight_update_time: 0.1095336452, other_time: 2.6637725830
epoch time: 7.9623303413s, input_fired_time: 0.1322958171, output_fired_time: 0.0000000000, propagate_forward_time: 7.4286704063, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4013643265
validation[          , genome  7125] predictions:    9706/  10000 (97.06%), best:    9773/10000 (97.73%), error:       946.94128, best error:       812.02673 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 108.0339813232s, input_fired_time: 1.3057049513, output_fired_time: 0.8750660419, propagate_forward_time: 40.9411849976, propagate_backward_time: 62.4563102722, weight_update_time: 0.0977102891, other_time: 2.4557151794
epoch time: 8.1992959976s, input_fired_time: 0.1370462775, output_fired_time: 0.0000000000, propagate_forward_time: 7.6540160179, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4082341194
validation[          , genome  7125] predictions:    9702/  10000 (97.02%), best:    9773/10000 (97.73%), error:       933.20160, best error:       812.02673 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 102.9441986084s, input_fired_time: 1.2643545866, output_fired_time: 0.8468497396, propagate_forward_time: 38.7248992920, propagate_backward_time: 59.7375679016, weight_update_time: 0.0937896296, other_time: 2.3705329895
epoch time: 8.7898359299s, input_fired_time: 0.1476399451, output_fired_time: 0.0000000000, propagate_forward_time: 8.2066717148, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4355239868
validation[          , genome  7125] predictions:    9721/  10000 (97.21%), best:    9773/10000 (97.73%), error:       908.28479, best error:       812.02673 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 111.3694458008s, input_fired_time: 1.3336756229, output_fired_time: 0.9045242667, propagate_forward_time: 42.0004081726, propagate_backward_time: 64.5988464355, weight_update_time: 0.1009255722, other_time: 2.5319824219
epoch time: 8.8410530090s, input_fired_time: 0.1499238610, output_fired_time: 0.0000000000, propagate_forward_time: 8.2514677048, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4396610260
validation[          , genome  7125] predictions:    9733/  10000 (97.33%), best:    9773/10000 (97.73%), error:       861.13617, best error:       812.02673 on epoch:    15, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 104.6744689941s, input_fired_time: 1.2960726023, output_fired_time: 0.8607442975, propagate_forward_time: 39.5888557434, propagate_backward_time: 60.4655647278, weight_update_time: 0.0966618955, other_time: 2.4632339478
epoch time: 8.0248174667s, input_fired_time: 0.1357093751, output_fired_time: 0.0000000000, propagate_forward_time: 7.4845781326, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4045300484
validation[          , genome  7125] predictions:    9749/  10000 (97.49%), best:    9773/10000 (97.73%), error:       851.26447, best error:       812.02673 on epoch:    15, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 101.4606399536s, input_fired_time: 1.2707089186, output_fired_time: 0.8377258778, propagate_forward_time: 37.9973716736, propagate_backward_time: 58.9601860046, weight_update_time: 0.0936277732, other_time: 2.3946533203
epoch time: 8.0356321335s, input_fired_time: 0.1398862898, output_fired_time: 0.0000000000, propagate_forward_time: 7.4894809723, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4062647820
validation[          , genome  7125] predictions:    9751/  10000 (97.51%), best:    9773/10000 (97.73%), error:       826.97827, best error:       812.02673 on epoch:    15, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 101.3669815063s, input_fired_time: 1.2769385576, output_fired_time: 0.8385885954, propagate_forward_time: 38.2292022705, propagate_backward_time: 58.6538009644, weight_update_time: 0.0935300589, other_time: 2.3684539795
epoch time: 11.0161428452s, input_fired_time: 0.1659114361, output_fired_time: 0.0000000000, propagate_forward_time: 10.3534803391, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4967508316
validation[          , genome  7125] predictions:    9692/  10000 (96.92%), best:    9773/10000 (97.73%), error:       957.02954, best error:       812.02673 on epoch:    15, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 118.0912170410s, input_fired_time: 1.3527011871, output_fired_time: 0.9306172132, propagate_forward_time: 44.6463966370, propagate_backward_time: 68.6135101318, weight_update_time: 0.1033376381, other_time: 2.5479888916
epoch time: 11.0839776993s, input_fired_time: 0.1681965441, output_fired_time: 0.0000000000, propagate_forward_time: 10.4202146530, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4955663681
validation[          , genome  7125] predictions:    9697/  10000 (96.97%), best:    9773/10000 (97.73%), error:       944.15125, best error:       812.02673 on epoch:    15, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 107.5820159912s, input_fired_time: 1.3198481798, output_fired_time: 0.8819110990, propagate_forward_time: 40.3695602417, propagate_backward_time: 62.5510482788, weight_update_time: 0.0980379656, other_time: 2.4596481323
epoch time: 8.2798824310s, input_fired_time: 0.1418641657, output_fired_time: 0.0000000000, propagate_forward_time: 7.7272729874, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4107456207
validation[          , genome  7125] predictions:    9709/  10000 (97.09%), best:    9773/10000 (97.73%), error:       981.47089, best error:       812.02673 on epoch:    15, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 108.4391021729s, input_fired_time: 1.2905604839, output_fired_time: 0.8765485287, propagate_forward_time: 41.1018714905, propagate_backward_time: 62.8228187561, weight_update_time: 0.0929111615, other_time: 2.3473014832
epoch time: 8.8101358414s, input_fired_time: 0.1405625641, output_fired_time: 0.0000000000, propagate_forward_time: 8.2427930832, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4267797470
validation[          , genome  7125] predictions:    9638/  10000 (96.38%), best:    9773/10000 (97.73%), error:      1121.11743, best error:       812.02673 on epoch:    15, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 118.8098373413s, input_fired_time: 1.3634512424, output_fired_time: 0.9438570738, propagate_forward_time: 44.8438224792, propagate_backward_time: 69.1202850342, weight_update_time: 0.1013887525, other_time: 2.5384216309
epoch time: 9.1888103485s, input_fired_time: 0.1484396458, output_fired_time: 0.0000000000, propagate_forward_time: 8.6021451950, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4382257462
validation[          , genome  7125] predictions:    9714/  10000 (97.14%), best:    9773/10000 (97.73%), error:       920.24500, best error:       812.02673 on epoch:    15, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 124.0632858276s, input_fired_time: 1.4071933031, output_fired_time: 0.9819354415, propagate_forward_time: 47.1372833252, propagate_backward_time: 71.9019317627, weight_update_time: 0.1071000844, other_time: 2.6349411011
epoch time: 10.1925020218s, input_fired_time: 0.1600841731, output_fired_time: 0.0000000000, propagate_forward_time: 9.5612993240, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4711189270
validation[          , genome  7125] predictions:    9770/  10000 (97.70%), best:    9770/10000 (97.70%), error:       741.07440, best error:       741.07440 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 123.2486572266s, input_fired_time: 1.4112992287, output_fired_time: 0.9747719765, propagate_forward_time: 46.9282760620, propagate_backward_time: 71.2933197021, weight_update_time: 0.1074437425, other_time: 2.6409912109
epoch time: 8.7713451385s, input_fired_time: 0.1417710781, output_fired_time: 0.0000000000, propagate_forward_time: 8.2101001740, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4194736481
validation[          , genome  7125] predictions:    9727/  10000 (97.27%), best:    9770/10000 (97.70%), error:       926.93970, best error:       741.07440 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 114.3295974731s, input_fired_time: 1.3516999483, output_fired_time: 0.9216223359, propagate_forward_time: 43.3739013672, propagate_backward_time: 66.2016677856, weight_update_time: 0.1002355143, other_time: 2.4807052612
epoch time: 8.1074457169s, input_fired_time: 0.1401153505, output_fired_time: 0.0000000000, propagate_forward_time: 7.5598049164, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4075255394
validation[          , genome  7125] predictions:    9718/  10000 (97.18%), best:    9770/10000 (97.70%), error:       891.39166, best error:       741.07440 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 115.8881378174s, input_fired_time: 1.3634775877, output_fired_time: 0.9344465733, propagate_forward_time: 43.7273597717, propagate_backward_time: 67.2901000977, weight_update_time: 0.1037229151, other_time: 2.5727539062
epoch time: 9.0689268112s, input_fired_time: 0.1507416666, output_fired_time: 0.0000000000, propagate_forward_time: 8.4768705368, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4413146973
validation[          , genome  7125] predictions:    9734/  10000 (97.34%), best:    9770/10000 (97.70%), error:       862.45282, best error:       741.07440 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 124.5601425171s, input_fired_time: 1.4384348392, output_fired_time: 0.9847426414, propagate_forward_time: 47.2712211609, propagate_backward_time: 72.1597976685, weight_update_time: 0.1094114035, other_time: 2.7059402466
epoch time: 10.1271848679s, input_fired_time: 0.1631338298, output_fired_time: 0.0000000000, propagate_forward_time: 9.4823093414, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4817419052
validation[          , genome  7125] predictions:    9681/  10000 (96.81%), best:    9770/10000 (97.70%), error:      1009.17462, best error:       741.07440 on epoch:    28, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 114.6409149170s, input_fired_time: 1.3751910925, output_fired_time: 0.9252209663, propagate_forward_time: 43.4112091064, propagate_backward_time: 66.3730621338, weight_update_time: 0.1031161323, other_time: 2.5562286377
epoch time: 8.8094224930s, input_fired_time: 0.1442416012, output_fired_time: 0.0000000000, propagate_forward_time: 8.2469396591, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4182415009
validation[          , genome  7125] predictions:    9717/  10000 (97.17%), best:    9770/10000 (97.70%), error:       925.76935, best error:       741.07440 on epoch:    28, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 115.2067947388s, input_fired_time: 1.3639701605, output_fired_time: 0.9159222841, propagate_forward_time: 43.6714477539, propagate_backward_time: 66.7149505615, weight_update_time: 0.1023127139, other_time: 2.5405044556
epoch time: 11.4034881592s, input_fired_time: 0.1755749881, output_fired_time: 0.0000000000, propagate_forward_time: 10.7156810760, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5122318268
validation[          , genome  7125] predictions:    9742/  10000 (97.42%), best:    9770/10000 (97.70%), error:       779.60864, best error:       741.07440 on epoch:    28, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 124.0436782837s, input_fired_time: 1.4214528799, output_fired_time: 0.9790365100, propagate_forward_time: 47.0218696594, propagate_backward_time: 71.9640731812, weight_update_time: 0.1080287173, other_time: 2.6572494507
epoch time: 11.1873197556s, input_fired_time: 0.1743969470, output_fired_time: 0.0000000000, propagate_forward_time: 10.5058021545, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5071210861
validation[          , genome  7125] predictions:    9759/  10000 (97.59%), best:    9770/10000 (97.70%), error:       849.38165, best error:       741.07440 on epoch:    28, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 116.5147018433s, input_fired_time: 1.3926007748, output_fired_time: 0.9392628670, propagate_forward_time: 44.0454025269, propagate_backward_time: 67.5833129883, weight_update_time: 0.1032079980, other_time: 2.5541229248
epoch time: 8.4277925491s, input_fired_time: 0.1474320292, output_fired_time: 0.0000000000, propagate_forward_time: 7.8486671448, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4316930771
validation[          , genome  7125] predictions:    9783/  10000 (97.83%), best:    9783/10000 (97.83%), error:       721.71210, best error:       721.71210 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 116.9377441406s, input_fired_time: 1.3840849400, output_fired_time: 0.9425010681, propagate_forward_time: 44.4328041077, propagate_backward_time: 67.6162109375, weight_update_time: 0.1022598445, other_time: 2.5621490479
epoch time: 8.5418796539s, input_fired_time: 0.1410556734, output_fired_time: 0.0000000000, propagate_forward_time: 7.9841847420, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4166388512
validation[          , genome  7125] predictions:    9775/  10000 (97.75%), best:    9783/10000 (97.83%), error:       770.54028, best error:       721.71210 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 123.4951477051s, input_fired_time: 1.4060242176, output_fired_time: 0.9760699868, propagate_forward_time: 46.7015495300, propagate_backward_time: 71.8248367310, weight_update_time: 0.1054176837, other_time: 2.5866775513
epoch time: 8.7110557556s, input_fired_time: 0.1482750028, output_fired_time: 0.0000000000, propagate_forward_time: 8.1348466873, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4279336929
validation[          , genome  7125] predictions:    9744/  10000 (97.44%), best:    9783/10000 (97.83%), error:       771.74872, best error:       721.71210 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 112.3154220581s, input_fired_time: 1.3526542187, output_fired_time: 0.9039549828, propagate_forward_time: 42.2853775024, propagate_backward_time: 65.2760543823, weight_update_time: 0.1002121344, other_time: 2.4973831177
epoch time: 9.5327863693s, input_fired_time: 0.1590923220, output_fired_time: 0.0000000000, propagate_forward_time: 8.9191322327, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4545621872
validation[          , genome  7125] predictions:    9759/  10000 (97.59%), best:    9783/10000 (97.83%), error:       806.45911, best error:       721.71210 on epoch:    36, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 134.9210815430s, input_fired_time: 1.4993712902, output_fired_time: 1.0565433502, propagate_forward_time: 51.6146430969, propagate_backward_time: 77.9590530396, weight_update_time: 0.1154303029, other_time: 2.7914657593
epoch time: 11.6975154877s, input_fired_time: 0.1816331595, output_fired_time: 0.0000000000, propagate_forward_time: 10.9914035797, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5244789124
validation[          , genome  7125] predictions:    9766/  10000 (97.66%), best:    9783/10000 (97.83%), error:       797.43121, best error:       721.71210 on epoch:    36, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 116.5237884521s, input_fired_time: 1.3696748018, output_fired_time: 0.9318906665, propagate_forward_time: 43.8110656738, propagate_backward_time: 67.8799285889, weight_update_time: 0.1024057195, other_time: 2.5312271118
epoch time: 9.0666255951s, input_fired_time: 0.1475216299, output_fired_time: 0.0000000000, propagate_forward_time: 8.4923839569, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4267196655
validation[          , genome  7125] predictions:    9765/  10000 (97.65%), best:    9783/10000 (97.83%), error:       829.11066, best error:       721.71210 on epoch:    36, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 126.8204040527s, input_fired_time: 1.4296597242, output_fired_time: 1.0031926632, propagate_forward_time: 48.1878700256, propagate_backward_time: 73.5500869751, weight_update_time: 0.1072537303, other_time: 2.6496047974
epoch time: 11.6130218506s, input_fired_time: 0.1755236387, output_fired_time: 0.0000000000, propagate_forward_time: 10.9104766846, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5270214081
validation[          , genome  7125] predictions:    9723/  10000 (97.23%), best:    9783/10000 (97.83%), error:       850.29504, best error:       721.71210 on epoch:    36, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 116.5446777344s, input_fired_time: 1.3529878855, output_fired_time: 0.9269437194, propagate_forward_time: 43.6346664429, propagate_backward_time: 68.1449966431, weight_update_time: 0.0999309644, other_time: 2.4850845337
epoch time: 9.2084569931s, input_fired_time: 0.1492727846, output_fired_time: 0.0000000000, propagate_forward_time: 8.6248006821, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4343833923
validation[          , genome  7125] predictions:    9751/  10000 (97.51%), best:    9783/10000 (97.83%), error:       845.68726, best error:       721.71210 on epoch:    36, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 120.5014724731s, input_fired_time: 1.4151896238, output_fired_time: 0.9497231245, propagate_forward_time: 45.7021789551, propagate_backward_time: 69.8081893921, weight_update_time: 0.1059086323, other_time: 2.6261901855
epoch time: 9.2424249649s, input_fired_time: 0.1541205794, output_fired_time: 0.0000000000, propagate_forward_time: 8.6370677948, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4512367249
validation[          , genome  7125] predictions:    9744/  10000 (97.44%), best:    9783/10000 (97.83%), error:       820.99670, best error:       721.71210 on epoch:    36, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 126.1162719727s, input_fired_time: 1.4337787628, output_fired_time: 0.9928865433, propagate_forward_time: 47.6464500427, propagate_backward_time: 73.3632583618, weight_update_time: 0.1082409918, other_time: 2.6798934937
epoch time: 8.2791852951s, input_fired_time: 0.1438655108, output_fired_time: 0.0000000000, propagate_forward_time: 7.7213311195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4139885902
validation[          , genome  7125] predictions:    9761/  10000 (97.61%), best:    9783/10000 (97.83%), error:       740.77002, best error:       721.71210 on epoch:    36, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 106.6365890503s, input_fired_time: 1.3288462162, output_fired_time: 0.8662240505, propagate_forward_time: 40.4665641785, propagate_backward_time: 61.5158309937, weight_update_time: 0.0980720520, other_time: 2.4591178894
epoch time: 8.8759098053s, input_fired_time: 0.1456493437, output_fired_time: 0.0000000000, propagate_forward_time: 8.2970237732, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4332370758
validation[          , genome  7125] predictions:    9779/  10000 (97.79%), best:    9783/10000 (97.83%), error:       725.29669, best error:       721.71210 on epoch:    36, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 110.4806594849s, input_fired_time: 1.2971384525, output_fired_time: 0.8839598894, propagate_forward_time: 40.8824806213, propagate_backward_time: 65.0439682007, weight_update_time: 0.0950806439, other_time: 2.3731155396
epoch time: 11.6837511063s, input_fired_time: 0.1767005771, output_fired_time: 0.0000000000, propagate_forward_time: 10.9877071381, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5193433762
validation[          , genome  7125] predictions:    9754/  10000 (97.54%), best:    9783/10000 (97.83%), error:       800.06262, best error:       721.71210 on epoch:    36, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 118.3717880249s, input_fired_time: 1.3722821474, output_fired_time: 0.9385562539, propagate_forward_time: 44.7894058228, propagate_backward_time: 68.7623367310, weight_update_time: 0.1014489233, other_time: 2.5092086792
epoch time: 8.4612293243s, input_fired_time: 0.1458287537, output_fired_time: 0.0000000000, propagate_forward_time: 7.9032740593, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4121260643
validation[          , genome  7125] predictions:    9754/  10000 (97.54%), best:    9783/10000 (97.83%), error:       757.39215, best error:       721.71210 on epoch:    36, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 124.0369262695s, input_fired_time: 1.4238915443, output_fired_time: 0.9890803099, propagate_forward_time: 47.2155838013, propagate_backward_time: 71.7709045410, weight_update_time: 0.1068576649, other_time: 2.6374664307
epoch time: 11.5003366470s, input_fired_time: 0.1752388477, output_fired_time: 0.0000000000, propagate_forward_time: 10.8128566742, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5122413635
validation[          , genome  7125] predictions:    9716/  10000 (97.16%), best:    9783/10000 (97.83%), error:       884.86957, best error:       721.71210 on epoch:    36, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 118.3593521118s, input_fired_time: 1.3925092220, output_fired_time: 0.9416480064, propagate_forward_time: 44.6260910034, propagate_backward_time: 68.7839584351, weight_update_time: 0.1053260639, other_time: 2.6151428223
epoch time: 8.7857856750s, input_fired_time: 0.1454432607, output_fired_time: 0.0000000000, propagate_forward_time: 8.2112655640, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4290771484
validation[          , genome  7125] predictions:    9763/  10000 (97.63%), best:    9783/10000 (97.83%), error:       745.01642, best error:       721.71210 on epoch:    36, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 123.5778656006s, input_fired_time: 1.4173097610, output_fired_time: 0.9783235788, propagate_forward_time: 46.7640495300, propagate_backward_time: 71.8050994873, weight_update_time: 0.1057241634, other_time: 2.6130828857
epoch time: 7.9724960327s, input_fired_time: 0.1372471154, output_fired_time: 0.0000000000, propagate_forward_time: 7.4352016449, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4000473022
validation[          , genome  7125] predictions:    9750/  10000 (97.50%), best:    9783/10000 (97.83%), error:       807.02502, best error:       721.71210 on epoch:    36, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 118.0501251221s, input_fired_time: 1.3796540499, output_fired_time: 0.9406623244, propagate_forward_time: 44.2714614868, propagate_backward_time: 68.9043960571, weight_update_time: 0.1025452241, other_time: 2.5539550781
epoch time: 8.8657245636s, input_fired_time: 0.1473738849, output_fired_time: 0.0000000000, propagate_forward_time: 8.2928409576, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4255094528
validation[          , genome  7125] predictions:    9767/  10000 (97.67%), best:    9783/10000 (97.83%), error:       782.97766, best error:       721.71210 on epoch:    36, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 119.1205444336s, input_fired_time: 1.3808708191, output_fired_time: 0.9451201558, propagate_forward_time: 45.0203094482, propagate_backward_time: 69.2408218384, weight_update_time: 0.1008236706, other_time: 2.5334167480
epoch time: 9.5798320770s, input_fired_time: 0.1583159268, output_fired_time: 0.0000000000, propagate_forward_time: 8.9669828415, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4545335770
validation[          , genome  7125] predictions:    9728/  10000 (97.28%), best:    9783/10000 (97.83%), error:       889.55316, best error:       721.71210 on epoch:    36, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 120.1361312866s, input_fired_time: 1.3963717222, output_fired_time: 0.9528040886, propagate_forward_time: 45.7092056274, propagate_backward_time: 69.4638366699, weight_update_time: 0.1044491976, other_time: 2.6139144897
epoch time: 9.7420635223s, input_fired_time: 0.1606936157, output_fired_time: 0.0000000000, propagate_forward_time: 9.1246147156, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4567556381
validation[          , genome  7125] predictions:    9761/  10000 (97.61%), best:    9783/10000 (97.83%), error:       779.65576, best error:       721.71210 on epoch:    36, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 116.0928039551s, input_fired_time: 1.3575271368, output_fired_time: 0.9234466553, propagate_forward_time: 43.5276412964, propagate_backward_time: 67.8148345947, weight_update_time: 0.0992901847, other_time: 2.4693527222
epoch time: 8.9696664810s, input_fired_time: 0.1468295604, output_fired_time: 0.0000000000, propagate_forward_time: 8.3981256485, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4247112274
validation[          , genome  7125] predictions:    9728/  10000 (97.28%), best:    9783/10000 (97.83%), error:       876.03217, best error:       721.71210 on epoch:    36, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 115.5522918701s, input_fired_time: 1.3560796976, output_fired_time: 0.9249013066, propagate_forward_time: 43.7329330444, propagate_backward_time: 67.0803070068, weight_update_time: 0.0986319855, other_time: 2.4580688477
epoch time: 9.5544681549s, input_fired_time: 0.1570066512, output_fired_time: 0.0000000000, propagate_forward_time: 8.9411115646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4563503265
validation[          , genome  7125] predictions:    9752/  10000 (97.52%), best:    9783/10000 (97.83%), error:       838.29865, best error:       721.71210 on epoch:    36, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 108.2874679565s, input_fired_time: 1.3284047842, output_fired_time: 0.8842263818, propagate_forward_time: 40.5845069885, propagate_backward_time: 63.0644836426, weight_update_time: 0.0959854722, other_time: 2.4258422852
epoch time: 7.8345589638s, input_fired_time: 0.1394373477, output_fired_time: 0.0000000000, propagate_forward_time: 7.2979397774, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3971819878
validation[          , genome  7125] predictions:    9749/  10000 (97.49%), best:    9783/10000 (97.83%), error:       831.68390, best error:       721.71210 on epoch:    36, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 109.8661956787s, input_fired_time: 1.3581126928, output_fired_time: 0.8849927783, propagate_forward_time: 41.2636260986, propagate_backward_time: 63.8255081177, weight_update_time: 0.1001024544, other_time: 2.5339508057
epoch time: 8.3596839905s, input_fired_time: 0.1473661363, output_fired_time: 0.0000000000, propagate_forward_time: 7.7912487984, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4210686684
validation[          , genome  7125] predictions:    9719/  10000 (97.19%), best:    9783/10000 (97.83%), error:       913.42499, best error:       721.71210 on epoch:    36, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 104.5837326050s, input_fired_time: 1.3166230917, output_fired_time: 0.8555755019, propagate_forward_time: 39.1385688782, propagate_backward_time: 60.8385009766, weight_update_time: 0.0953360945, other_time: 2.4344673157
epoch time: 8.0464963913s, input_fired_time: 0.1436575800, output_fired_time: 0.0000000000, propagate_forward_time: 7.4984726906, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4043660164
validation[          , genome  7125] predictions:    9758/  10000 (97.58%), best:    9783/10000 (97.83%), error:       772.84790, best error:       721.71210 on epoch:    36, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 127.7749252319s, input_fired_time: 1.4651242495, output_fired_time: 1.0091253519, propagate_forward_time: 48.6851081848, propagate_backward_time: 73.9147109985, weight_update_time: 0.1112210751, other_time: 2.7008590698
epoch time: 8.8186302185s, input_fired_time: 0.1468503177, output_fired_time: 0.0000000000, propagate_forward_time: 8.2548179626, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4169616699
validation[          , genome  7125] predictions:    9770/  10000 (97.70%), best:    9783/10000 (97.83%), error:       745.75537, best error:       721.71210 on epoch:    36, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 106.5406570435s, input_fired_time: 1.3331372738, output_fired_time: 0.8715835810, propagate_forward_time: 40.0698585510, propagate_backward_time: 61.8073272705, weight_update_time: 0.0970617905, other_time: 2.4587554932
epoch time: 8.1520280838s, input_fired_time: 0.1461885720, output_fired_time: 0.0000000000, propagate_forward_time: 7.5964045525, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4094347954
validation[          , genome  7125] predictions:    9798/  10000 (97.98%), best:    9798/10000 (97.98%), error:       690.23969, best error:       690.23969 on epoch:    61, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 107.7518463135s, input_fired_time: 1.3325814009, output_fired_time: 0.8712720871, propagate_forward_time: 40.4624366760, propagate_backward_time: 62.6397361755, weight_update_time: 0.0979773775, other_time: 2.4458198547
epoch time: 8.0476360321s, input_fired_time: 0.1395666152, output_fired_time: 0.0000000000, propagate_forward_time: 7.5033922195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4046773911
validation[          , genome  7125] predictions:    9775/  10000 (97.75%), best:    9798/10000 (97.98%), error:       742.54132, best error:       690.23969 on epoch:    61, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 112.7356185913s, input_fired_time: 1.3559464216, output_fired_time: 0.9107780457, propagate_forward_time: 42.8147277832, propagate_backward_time: 65.2186737061, weight_update_time: 0.0974662229, other_time: 2.4354858398
epoch time: 9.1724367142s, input_fired_time: 0.1500282884, output_fired_time: 0.0000000000, propagate_forward_time: 8.5878915787, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4345169067
validation[          , genome  7125] predictions:    9623/  10000 (96.23%), best:    9798/10000 (97.98%), error:      1199.15381, best error:       690.23969 on epoch:    61, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 126.9773330688s, input_fired_time: 1.4393811226, output_fired_time: 0.9968913198, propagate_forward_time: 48.2778244019, propagate_backward_time: 73.6250457764, weight_update_time: 0.1077592373, other_time: 2.6381835938
epoch time: 11.6079349518s, input_fired_time: 0.1807303578, output_fired_time: 0.0000000000, propagate_forward_time: 10.9046497345, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5225543976
validation[          , genome  7125] predictions:    9760/  10000 (97.60%), best:    9798/10000 (97.98%), error:       821.83771, best error:       690.23969 on epoch:    61, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 125.1001663208s, input_fired_time: 1.4292460680, output_fired_time: 0.9868659377, propagate_forward_time: 47.3873176575, propagate_backward_time: 72.6984481812, weight_update_time: 0.1061878502, other_time: 2.5982894897
epoch time: 9.3466634750s, input_fired_time: 0.1601968557, output_fired_time: 0.0000000000, propagate_forward_time: 8.7366600037, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4498062134
validation[          , genome  7125] predictions:    9739/  10000 (97.39%), best:    9798/10000 (97.98%), error:       899.53430, best error:       690.23969 on epoch:    61, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 113.9550476074s, input_fired_time: 1.3514792919, output_fired_time: 0.9202381968, propagate_forward_time: 42.7593078613, propagate_backward_time: 66.4707641602, weight_update_time: 0.0979189575, other_time: 2.4532623291
epoch time: 8.8332490921s, input_fired_time: 0.1462420374, output_fired_time: 0.0000000000, propagate_forward_time: 8.2673387527, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4196681976
validation[          , genome  7125] predictions:    9786/  10000 (97.86%), best:    9798/10000 (97.98%), error:       726.16620, best error:       690.23969 on epoch:    61, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 110.6648864746s, input_fired_time: 1.3352926970, output_fired_time: 0.8890904188, propagate_forward_time: 41.8766365051, propagate_backward_time: 64.1525802612, weight_update_time: 0.0970130563, other_time: 2.4112930298
epoch time: 9.0669422150s, input_fired_time: 0.1501499861, output_fired_time: 0.0000000000, propagate_forward_time: 8.4884700775, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4283218384
validation[          , genome  7125] predictions:    9772/  10000 (97.72%), best:    9798/10000 (97.98%), error:       729.45184, best error:       690.23969 on epoch:    61, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 116.1126708984s, input_fired_time: 1.3788043261, output_fired_time: 0.9333392978, propagate_forward_time: 43.8101501465, propagate_backward_time: 67.4987869263, weight_update_time: 0.1007679105, other_time: 2.4915847778
epoch time: 8.7373447418s, input_fired_time: 0.1472869813, output_fired_time: 0.0000000000, propagate_forward_time: 8.1678247452, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4222326279
validation[          , genome  7125] predictions:    9762/  10000 (97.62%), best:    9798/10000 (97.98%), error:       775.29962, best error:       690.23969 on epoch:    61, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 113.0115280151s, input_fired_time: 1.3565517664, output_fired_time: 0.9001091123, propagate_forward_time: 42.4587554932, propagate_backward_time: 65.8168411255, weight_update_time: 0.0998123065, other_time: 2.4792709351
epoch time: 10.2042608261s, input_fired_time: 0.1690085977, output_fired_time: 0.0000000000, propagate_forward_time: 9.5593709946, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4758815765
validation[          , genome  7125] predictions:    9748/  10000 (97.48%), best:    9798/10000 (97.98%), error:       813.11279, best error:       690.23969 on epoch:    61, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 110.5994796753s, input_fired_time: 1.3487324715, output_fired_time: 0.8945592642, propagate_forward_time: 41.7007026672, propagate_backward_time: 64.2141342163, weight_update_time: 0.0981547534, other_time: 2.4413528442
epoch time: 8.5572528839s, input_fired_time: 0.1507577300, output_fired_time: 0.0000000000, propagate_forward_time: 7.9868726730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4196224213
validation[          , genome  7125] predictions:    9751/  10000 (97.51%), best:    9798/10000 (97.98%), error:       823.99634, best error:       690.23969 on epoch:    61, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 121.2512969971s, input_fired_time: 1.4265044928, output_fired_time: 0.9643684626, propagate_forward_time: 45.7581748962, propagate_backward_time: 70.4741058350, weight_update_time: 0.1065542772, other_time: 2.6281433105
epoch time: 11.3223686218s, input_fired_time: 0.1783982068, output_fired_time: 0.0000000000, propagate_forward_time: 10.6355972290, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5083732605
validation[          , genome  7125] predictions:    9720/  10000 (97.20%), best:    9798/10000 (97.98%), error:       913.52942, best error:       690.23969 on epoch:    61, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 116.5371093750s, input_fired_time: 1.4079095125, output_fired_time: 0.9359501004, propagate_forward_time: 44.1270446777, propagate_backward_time: 67.4584350586, weight_update_time: 0.1047535241, other_time: 2.6077651978
epoch time: 9.1312227249s, input_fired_time: 0.1602891684, output_fired_time: 0.0000000000, propagate_forward_time: 8.5220870972, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4488468170
validation[          , genome  7125] predictions:    9748/  10000 (97.48%), best:    9798/10000 (97.98%), error:       841.24640, best error:       690.23969 on epoch:    61, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 126.6189270020s, input_fired_time: 1.4528170824, output_fired_time: 0.9993143082, propagate_forward_time: 47.9980773926, propagate_backward_time: 73.4949645996, weight_update_time: 0.1095297039, other_time: 2.6737518311
epoch time: 8.1155910492s, input_fired_time: 0.1456834227, output_fired_time: 0.0000000000, propagate_forward_time: 7.5656175613, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4042901993
validation[          , genome  7125] predictions:    9743/  10000 (97.43%), best:    9798/10000 (97.98%), error:       829.25104, best error:       690.23969 on epoch:    61, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 114.2919311523s, input_fired_time: 1.3571344614, output_fired_time: 0.9128519893, propagate_forward_time: 42.8645668030, propagate_backward_time: 66.6775588989, weight_update_time: 0.0997714475, other_time: 2.4798202515
epoch time: 11.6786565781s, input_fired_time: 0.1804517359, output_fired_time: 0.0000000000, propagate_forward_time: 10.9772424698, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5209627151
validation[          , genome  7125] predictions:    9750/  10000 (97.50%), best:    9798/10000 (97.98%), error:       791.44025, best error:       690.23969 on epoch:    61, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 126.9490280151s, input_fired_time: 1.4430725574, output_fired_time: 0.9949733019, propagate_forward_time: 48.2584915161, propagate_backward_time: 73.5943527222, weight_update_time: 0.1089733094, other_time: 2.6581420898
epoch time: 11.4921579361s, input_fired_time: 0.1915592998, output_fired_time: 0.0000000000, propagate_forward_time: 10.7769327164, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5236663818
validation[          , genome  7125] predictions:    9740/  10000 (97.40%), best:    9798/10000 (97.98%), error:       883.64917, best error:       690.23969 on epoch:    61, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 117.1946182251s, input_fired_time: 1.3807712793, output_fired_time: 0.9343615174, propagate_forward_time: 44.4949913025, propagate_backward_time: 67.8744201660, weight_update_time: 0.1020182222, other_time: 2.5100708008
epoch time: 9.8642616272s, input_fired_time: 0.1587533504, output_fired_time: 0.0000000000, propagate_forward_time: 9.2521429062, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4533653259
validation[          , genome  7125] predictions:    9752/  10000 (97.52%), best:    9798/10000 (97.98%), error:       836.18872, best error:       690.23969 on epoch:    61, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 115.1194000244s, input_fired_time: 1.3852467537, output_fired_time: 0.9230071306, propagate_forward_time: 43.4689292908, propagate_backward_time: 66.8102111816, weight_update_time: 0.1020704955, other_time: 2.5320129395
epoch time: 9.3493881226s, input_fired_time: 0.1560381800, output_fired_time: 0.0000000000, propagate_forward_time: 8.7584495544, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4349002838
validation[          , genome  7125] predictions:    9769/  10000 (97.69%), best:    9798/10000 (97.98%), error:       796.07098, best error:       690.23969 on epoch:    61, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 121.2249679565s, input_fired_time: 1.4340195656, output_fired_time: 0.9648224115, propagate_forward_time: 46.0324325562, propagate_backward_time: 70.1521453857, weight_update_time: 0.1064377949, other_time: 2.6415481567
epoch time: 11.5152902603s, input_fired_time: 0.1796697378, output_fired_time: 0.0000000000, propagate_forward_time: 10.8177938461, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5178270340
validation[          , genome  7125] predictions:    9738/  10000 (97.38%), best:    9798/10000 (97.98%), error:       888.56067, best error:       690.23969 on epoch:    61, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 103.6405868530s, input_fired_time: 1.3231508732, output_fired_time: 0.8526037335, propagate_forward_time: 38.9922180176, propagate_backward_time: 60.0522384644, weight_update_time: 0.0948536023, other_time: 2.4203796387
epoch time: 8.1842565536s, input_fired_time: 0.1490386128, output_fired_time: 0.0000000000, propagate_forward_time: 7.6230669022, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4121513367
validation[          , genome  7125] predictions:    9714/  10000 (97.14%), best:    9798/10000 (97.98%), error:       933.90448, best error:       690.23969 on epoch:    61, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 122.8557205200s, input_fired_time: 1.4506565332, output_fired_time: 0.9736375809, propagate_forward_time: 46.5439834595, propagate_backward_time: 71.1992874146, weight_update_time: 0.1086671278, other_time: 2.6881561279
epoch time: 8.0900478363s, input_fired_time: 0.1479867697, output_fired_time: 0.0000000000, propagate_forward_time: 7.5236945152, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4183664322
validation[          , genome  7125] predictions:    9773/  10000 (97.73%), best:    9798/10000 (97.98%), error:       757.18353, best error:       690.23969 on epoch:    61, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 127.1993331909s, input_fired_time: 1.4656456709, output_fired_time: 0.9969315529, propagate_forward_time: 48.3101654053, propagate_backward_time: 73.7415847778, weight_update_time: 0.1096565798, other_time: 2.6850051880
epoch time: 11.5534515381s, input_fired_time: 0.1801065505, output_fired_time: 0.0000000000, propagate_forward_time: 10.8543491364, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5189962387
validation[          , genome  7125] predictions:    9791/  10000 (97.91%), best:    9798/10000 (97.98%), error:       722.09686, best error:       690.23969 on epoch:    61, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 111.5330047607s, input_fired_time: 1.3467715979, output_fired_time: 0.9006295800, propagate_forward_time: 42.3860130310, propagate_backward_time: 64.5150146484, weight_update_time: 0.0960735828, other_time: 2.3845825195
epoch time: 8.8453445435s, input_fired_time: 0.1490405202, output_fired_time: 0.0000000000, propagate_forward_time: 8.2755098343, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4207944870
validation[          , genome  7125] predictions:    9740/  10000 (97.40%), best:    9798/10000 (97.98%), error:       799.00641, best error:       690.23969 on epoch:    61, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 121.1620101929s, input_fired_time: 1.4320938587, output_fired_time: 0.9667308927, propagate_forward_time: 45.8161315918, propagate_backward_time: 70.3297500610, weight_update_time: 0.1059554294, other_time: 2.6173095703
epoch time: 11.0799589157s, input_fired_time: 0.1811487228, output_fired_time: 0.0000000000, propagate_forward_time: 10.3895406723, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5092697144
validation[          , genome  7125] predictions:    9741/  10000 (97.41%), best:    9798/10000 (97.98%), error:       854.35364, best error:       690.23969 on epoch:    61, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 122.5082702637s, input_fired_time: 1.4397915602, output_fired_time: 0.9721543193, propagate_forward_time: 46.5338897705, propagate_backward_time: 70.9420089722, weight_update_time: 0.1067455411, other_time: 2.6204299927
epoch time: 8.8819484711s, input_fired_time: 0.1489838809, output_fired_time: 0.0000000000, propagate_forward_time: 8.3082733154, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4246912003
validation[          , genome  7125] predictions:    9748/  10000 (97.48%), best:    9798/10000 (97.98%), error:       794.77551, best error:       690.23969 on epoch:    61, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 118.2250213623s, input_fired_time: 1.3884434700, output_fired_time: 0.9436455965, propagate_forward_time: 44.7593231201, propagate_backward_time: 68.6217041016, weight_update_time: 0.1012499258, other_time: 2.5119018555
epoch time: 9.9879331589s, input_fired_time: 0.1620484143, output_fired_time: 0.0000000000, propagate_forward_time: 9.3561372757, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4697475433
validation[          , genome  7125] predictions:    9763/  10000 (97.63%), best:    9798/10000 (97.98%), error:       775.37488, best error:       690.23969 on epoch:    61, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 119.8603286743s, input_fired_time: 1.4007726908, output_fired_time: 0.9472571611, propagate_forward_time: 45.1848373413, propagate_backward_time: 69.7622070312, weight_update_time: 0.1033754200, other_time: 2.5652542114
epoch time: 9.3802032471s, input_fired_time: 0.1574048400, output_fired_time: 0.0000000000, propagate_forward_time: 8.7776393890, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4451589584
validation[          , genome  7125] predictions:    9725/  10000 (97.25%), best:    9798/10000 (97.98%), error:       857.42126, best error:       690.23969 on epoch:    61, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 117.2592468262s, input_fired_time: 1.3959424496, output_fired_time: 0.9442657232, propagate_forward_time: 44.8231964111, propagate_backward_time: 67.5965042114, weight_update_time: 0.1012825668, other_time: 2.4993362427
epoch time: 11.4519739151s, input_fired_time: 0.1862930804, output_fired_time: 0.0000000000, propagate_forward_time: 10.7434453964, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5222358704
validation[          , genome  7125] predictions:    9761/  10000 (97.61%), best:    9798/10000 (97.98%), error:       828.35321, best error:       690.23969 on epoch:    61, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 113.9479904175s, input_fired_time: 1.3729609251, output_fired_time: 0.9227809906, propagate_forward_time: 42.5885124207, propagate_backward_time: 66.5794067383, weight_update_time: 0.0989490002, other_time: 2.4843292236
epoch time: 8.7828130722s, input_fired_time: 0.1485385448, output_fired_time: 0.0000000000, propagate_forward_time: 8.2188053131, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4154691696
validation[          , genome  7125] predictions:    9735/  10000 (97.35%), best:    9798/10000 (97.98%), error:       854.34961, best error:       690.23969 on epoch:    61, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 113.3238601685s, input_fired_time: 1.3595561981, output_fired_time: 0.9246135950, propagate_forward_time: 42.9424362183, propagate_backward_time: 65.7145767212, weight_update_time: 0.0954906270, other_time: 2.3826751709
epoch time: 9.6061391830s, input_fired_time: 0.1593842059, output_fired_time: 0.0000000000, propagate_forward_time: 9.0020627975, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4446926117
validation[          , genome  7125] predictions:    9773/  10000 (97.73%), best:    9798/10000 (97.98%), error:       805.50397, best error:       690.23969 on epoch:    61, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 110.8657455444s, input_fired_time: 1.3327701092, output_fired_time: 0.8821482658, propagate_forward_time: 41.7180099487, propagate_backward_time: 64.5308303833, weight_update_time: 0.0964479595, other_time: 2.4019851685
epoch time: 8.7891407013s, input_fired_time: 0.1488336772, output_fired_time: 0.0000000000, propagate_forward_time: 8.2160120010, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4242954254
validation[          , genome  7125] predictions:    9709/  10000 (97.09%), best:    9798/10000 (97.98%), error:       924.72485, best error:       690.23969 on epoch:    61, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 122.3786849976s, input_fired_time: 1.4354645014, output_fired_time: 0.9734081030, propagate_forward_time: 46.0839462280, propagate_backward_time: 71.2673034668, weight_update_time: 0.1056997254, other_time: 2.6185607910
epoch time: 8.8839778900s, input_fired_time: 0.1503432691, output_fired_time: 0.0000000000, propagate_forward_time: 8.3133201599, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4203147888
validation[          , genome  7125] predictions:    9760/  10000 (97.60%), best:    9798/10000 (97.98%), error:       790.84064, best error:       690.23969 on epoch:    61, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 109.2337417603s, input_fired_time: 1.3246128559, output_fired_time: 0.8816434741, propagate_forward_time: 41.1909179688, propagate_backward_time: 63.4942092896, weight_update_time: 0.0942386016, other_time: 2.3423538208
epoch time: 8.9724092484s, input_fired_time: 0.1513639987, output_fired_time: 0.0000000000, propagate_forward_time: 8.3974990845, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4235458374
validation[          , genome  7125] predictions:    9772/  10000 (97.72%), best:    9798/10000 (97.98%), error:       810.10419, best error:       690.23969 on epoch:    61, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 116.0800781250s, input_fired_time: 1.3861997128, output_fired_time: 0.9228311777, propagate_forward_time: 43.6287727356, propagate_backward_time: 67.6128005981, weight_update_time: 0.1019593254, other_time: 2.5294723511
epoch time: 8.6879901886s, input_fired_time: 0.1473548114, output_fired_time: 0.0000000000, propagate_forward_time: 8.1344451904, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4061899185
validation[          , genome  7125] predictions:    9780/  10000 (97.80%), best:    9798/10000 (97.98%), error:       752.69434, best error:       690.23969 on epoch:    61, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 121.2333297729s, input_fired_time: 1.4175331593, output_fired_time: 0.9678310156, propagate_forward_time: 45.8503189087, propagate_backward_time: 70.4214859009, weight_update_time: 0.1059934273, other_time: 2.5761566162
epoch time: 8.8190689087s, input_fired_time: 0.1478173584, output_fired_time: 0.0000000000, propagate_forward_time: 8.2559480667, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4153032303
validation[          , genome  7125] predictions:    9776/  10000 (97.76%), best:    9798/10000 (97.98%), error:       769.65192, best error:       690.23969 on epoch:    61, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 117.4680404663s, input_fired_time: 1.3805289268, output_fired_time: 0.9295070767, propagate_forward_time: 44.2916564941, propagate_backward_time: 68.3664855957, weight_update_time: 0.1030570641, other_time: 2.4998626709
epoch time: 11.5037698746s, input_fired_time: 0.1827188581, output_fired_time: 0.0000000000, propagate_forward_time: 10.8067178726, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5143327713
validation[          , genome  7125] predictions:    9746/  10000 (97.46%), best:    9798/10000 (97.98%), error:       814.37146, best error:       690.23969 on epoch:    61, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 118.0871200562s, input_fired_time: 1.4020200968, output_fired_time: 0.9443840981, propagate_forward_time: 44.5806388855, propagate_backward_time: 68.5860137939, weight_update_time: 0.1026119366, other_time: 2.5740661621
epoch time: 10.6687726974s, input_fired_time: 0.1697340161, output_fired_time: 0.0000000000, propagate_forward_time: 10.0078325272, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4912061691
validation[          , genome  7125] predictions:    9556/  10000 (95.56%), best:    9798/10000 (97.98%), error:      1379.65503, best error:       690.23969 on epoch:    61, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 121.4103317261s, input_fired_time: 1.4048112631, output_fired_time: 0.9699376225, propagate_forward_time: 45.9822006226, propagate_backward_time: 70.5198669434, weight_update_time: 0.1025655195, other_time: 2.5335159302
epoch time: 11.7102174759s, input_fired_time: 0.1885337383, output_fired_time: 0.0000000000, propagate_forward_time: 10.9960336685, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5256500244
validation[          , genome  7125] predictions:    9745/  10000 (97.45%), best:    9798/10000 (97.98%), error:       794.52997, best error:       690.23969 on epoch:    61, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 116.8294906616s, input_fired_time: 1.3886204958, output_fired_time: 0.9212595224, propagate_forward_time: 44.4728012085, propagate_backward_time: 67.4886093140, weight_update_time: 0.1028186306, other_time: 2.5582046509
epoch time: 10.0323972702s, input_fired_time: 0.1680536419, output_fired_time: 0.0000000000, propagate_forward_time: 9.3967428207, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4676008224
validation[          , genome  7125] predictions:    9760/  10000 (97.60%), best:    9798/10000 (97.98%), error:       801.51575, best error:       690.23969 on epoch:    61, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 121.6726837158s, input_fired_time: 1.4265668392, output_fired_time: 0.9700503945, propagate_forward_time: 46.1029968262, propagate_backward_time: 70.5349731445, weight_update_time: 0.1065151021, other_time: 2.6380996704
epoch time: 11.2612657547s, input_fired_time: 0.1769645363, output_fired_time: 0.0000000000, propagate_forward_time: 10.5733652115, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5109357834
validation[          , genome  7125] predictions:    9758/  10000 (97.58%), best:    9798/10000 (97.98%), error:       792.35712, best error:       690.23969 on epoch:    61, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 116.0866928101s, input_fired_time: 1.3982686996, output_fired_time: 0.9414149523, propagate_forward_time: 43.8567237854, propagate_backward_time: 67.3174667358, weight_update_time: 0.1033896431, other_time: 2.5728225708
epoch time: 8.2878513336s, input_fired_time: 0.1477825791, output_fired_time: 0.0000000000, propagate_forward_time: 7.7289075851, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4111614227
validation[          , genome  7125] predictions:    9760/  10000 (97.60%), best:    9798/10000 (97.98%), error:       793.87122, best error:       690.23969 on epoch:    61, 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: 43.7551651001s, input_fired_time: 0.7698155046, output_fired_time: 0.0000000000, propagate_forward_time: 40.7661285400, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2192192078
best training[          , genome  7125] predictions:   49628/  50000 (99.26%), best:    9798/10000 (97.98%), error:      1511.97998, best error:       690.23969 on epoch:    61, 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: 11.1442966461s, input_fired_time: 0.1711251587, output_fired_time: 0.0000000000, propagate_forward_time: 10.4651222229, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5080490112
   testing[          , genome  7125] predictions:    9800/  10000 (98.00%), best:    9798/10000 (97.98%), error:       683.55774, best error:       690.23969 on epoch:    61, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
12:02:18 (45409): called boinc_finish(0)

</stderr_txt>
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