Nameexact_genome_1512568488_43_7117_0
Workunit2606863
Created7 Dec 2017, 23:55:25 UTC
Sent8 Dec 2017, 0:03:47 UTC
Report deadline23 Dec 2017, 17:08:40 UTC
Received8 Dec 2017, 16:19:20 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID65413
Run time5 hours 36 min 16 sec
CPU time5 hours 36 min 16 sec
Validate stateValid
Credit3,927.93
Device peak FLOPS3.74 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size153.40 MB
Peak swap size155.10 MB
Peak disk usage1.48 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
728s, input_fired_time: 0.1978887767, output_fired_time: 0.0000000000, propagate_forward_time: 13.9686384201, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4880809784
validation[          , genome  7117] predictions:    9739/  10000 (97.39%), best:    9769/10000 (97.69%), error:       840.12445, best error:       791.93158 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 183.5369720459s, input_fired_time: 1.8629783392, output_fired_time: 1.2227807045, propagate_forward_time: 72.0587387085, propagate_backward_time: 105.5027160645, weight_update_time: 0.1372514516, other_time: 2.8897628784
epoch time: 14.8039045334s, input_fired_time: 0.1998382062, output_fired_time: 0.0000000000, propagate_forward_time: 14.0647659302, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5392999649
validation[          , genome  7117] predictions:    9767/  10000 (97.67%), best:    9767/10000 (97.67%), error:       763.18341, best error:       763.18341 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 181.4782714844s, input_fired_time: 1.8384338617, output_fired_time: 1.2142150402, propagate_forward_time: 71.3646087646, propagate_backward_time: 104.2773284912, weight_update_time: 0.1339956969, other_time: 2.7836761475
epoch time: 14.6826086044s, input_fired_time: 0.1965165585, output_fired_time: 0.0000000000, propagate_forward_time: 13.9991779327, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4869136810
validation[          , genome  7117] predictions:    9761/  10000 (97.61%), best:    9767/10000 (97.67%), error:       806.20258, best error:       763.18341 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 187.6519775391s, input_fired_time: 1.8725835085, output_fired_time: 1.2406657934, propagate_forward_time: 73.8457336426, propagate_backward_time: 107.8452911377, weight_update_time: 0.1369681060, other_time: 2.8477020264
epoch time: 14.4820537567s, input_fired_time: 0.1975568682, output_fired_time: 0.0000000000, propagate_forward_time: 13.7792186737, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5052785873
validation[          , genome  7117] predictions:    9751/  10000 (97.51%), best:    9767/10000 (97.67%), error:       796.21533, best error:       763.18341 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 183.3935394287s, input_fired_time: 1.8519337177, output_fired_time: 1.2271136045, propagate_forward_time: 72.1997833252, propagate_backward_time: 105.2570648193, weight_update_time: 0.1351109147, other_time: 2.8576507568
epoch time: 14.4433326721s, input_fired_time: 0.1983871609, output_fired_time: 0.0000000000, propagate_forward_time: 13.7316284180, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5133171082
validation[          , genome  7117] predictions:    9773/  10000 (97.73%), best:    9767/10000 (97.67%), error:       776.08002, best error:       763.18341 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 178.2364501953s, input_fired_time: 1.8353031874, output_fired_time: 1.1915709972, propagate_forward_time: 70.2183990479, propagate_backward_time: 102.0957260132, weight_update_time: 0.1334926039, other_time: 2.8954544067
epoch time: 14.0381641388s, input_fired_time: 0.1937963814, output_fired_time: 0.0000000000, propagate_forward_time: 13.3507595062, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4936084747
validation[          , genome  7117] predictions:    9757/  10000 (97.57%), best:    9767/10000 (97.67%), error:       783.27161, best error:       763.18341 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 177.7527923584s, input_fired_time: 1.8366038799, output_fired_time: 1.1968600750, propagate_forward_time: 70.1402969360, propagate_backward_time: 101.7480239868, weight_update_time: 0.1323002726, other_time: 2.8310089111
epoch time: 14.5640163422s, input_fired_time: 0.1979084909, output_fired_time: 0.0000000000, propagate_forward_time: 13.8650426865, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5010652542
validation[          , genome  7117] predictions:    9746/  10000 (97.46%), best:    9767/10000 (97.67%), error:       884.93439, best error:       763.18341 on epoch:    15, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 181.1744079590s, input_fired_time: 1.8506695032, output_fired_time: 1.2051626444, propagate_forward_time: 71.2801666260, propagate_backward_time: 104.0055465698, weight_update_time: 0.1350101531, other_time: 2.8328628540
epoch time: 14.6398639679s, input_fired_time: 0.1969803274, output_fired_time: 0.0000000000, propagate_forward_time: 13.9292688370, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5136146545
validation[          , genome  7117] predictions:    9766/  10000 (97.66%), best:    9766/10000 (97.66%), error:       741.81708, best error:       741.81708 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 179.3115997314s, input_fired_time: 1.8361418247, output_fired_time: 1.2139534950, propagate_forward_time: 70.4455032349, propagate_backward_time: 102.9963607788, weight_update_time: 0.1339468509, other_time: 2.8196411133
epoch time: 14.4138526917s, input_fired_time: 0.1964621991, output_fired_time: 0.0000000000, propagate_forward_time: 13.7108306885, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5065593719
validation[          , genome  7117] predictions:    9768/  10000 (97.68%), best:    9768/10000 (97.68%), error:       721.27258, best error:       721.27258 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 203.7276153564s, input_fired_time: 1.9569340944, output_fired_time: 1.3227429390, propagate_forward_time: 80.2168807983, propagate_backward_time: 117.2220916748, weight_update_time: 0.1488309354, other_time: 3.0089645386
epoch time: 14.8577375412s, input_fired_time: 0.2014512718, output_fired_time: 0.0000000000, propagate_forward_time: 14.1595029831, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4967832565
validation[          , genome  7117] predictions:    9780/  10000 (97.80%), best:    9768/10000 (97.68%), error:       740.20074, best error:       721.27258 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 194.7738037109s, input_fired_time: 1.9228053093, output_fired_time: 1.2658079863, propagate_forward_time: 76.8949661255, propagate_backward_time: 111.7666320801, weight_update_time: 0.1424265653, other_time: 2.9235916138
epoch time: 14.6348190308s, input_fired_time: 0.1985515803, output_fired_time: 0.0000000000, propagate_forward_time: 13.9436664581, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4926013947
validation[          , genome  7117] predictions:    9766/  10000 (97.66%), best:    9768/10000 (97.68%), error:       766.90454, best error:       721.27258 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 176.7001037598s, input_fired_time: 1.8358699083, output_fired_time: 1.1924791336, propagate_forward_time: 69.5516510010, propagate_backward_time: 101.2824478149, weight_update_time: 0.1320619732, other_time: 2.8376541138
epoch time: 14.7491798401s, input_fired_time: 0.2011930943, output_fired_time: 0.0000000000, propagate_forward_time: 14.0458545685, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5021324158
validation[          , genome  7117] predictions:    9792/  10000 (97.92%), best:    9792/10000 (97.92%), error:       676.75067, best error:       676.75067 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 182.0802001953s, input_fired_time: 1.8679811954, output_fired_time: 1.2258697748, propagate_forward_time: 71.6217346191, propagate_backward_time: 104.4710617065, weight_update_time: 0.1344000697, other_time: 2.8935470581
epoch time: 14.6022729874s, input_fired_time: 0.1991706192, output_fired_time: 0.0000000000, propagate_forward_time: 13.9288539886, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4742479324
validation[          , genome  7117] predictions:    9778/  10000 (97.78%), best:    9792/10000 (97.92%), error:       717.00653, best error:       676.75067 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 176.1221160889s, input_fired_time: 1.8259958029, output_fired_time: 1.1818218231, propagate_forward_time: 69.5443344116, propagate_backward_time: 100.7478256226, weight_update_time: 0.1318331659, other_time: 2.8221435547
epoch time: 14.1593017578s, input_fired_time: 0.1971279830, output_fired_time: 0.0000000000, propagate_forward_time: 13.4796438217, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4825296402
validation[          , genome  7117] predictions:    9800/  10000 (98.00%), best:    9792/10000 (97.92%), error:       678.77765, best error:       676.75067 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 189.6843261719s, input_fired_time: 1.8945612907, output_fired_time: 1.2533296347, propagate_forward_time: 74.9083480835, propagate_backward_time: 108.7132186890, weight_update_time: 0.1403599381, other_time: 2.9148712158
epoch time: 14.0404224396s, input_fired_time: 0.1943898201, output_fired_time: 0.0000000000, propagate_forward_time: 13.3710985184, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4749345779
validation[          , genome  7117] predictions:    9800/  10000 (98.00%), best:    9792/10000 (97.92%), error:       690.05090, best error:       676.75067 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 198.9613342285s, input_fired_time: 1.9423080683, output_fired_time: 1.2952495813, propagate_forward_time: 78.4768600464, propagate_backward_time: 114.2756347656, weight_update_time: 0.1452503502, other_time: 2.9712905884
epoch time: 15.1165981293s, input_fired_time: 0.2036515027, output_fired_time: 0.0000000000, propagate_forward_time: 14.4015264511, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5114202499
validation[          , genome  7117] predictions:    9792/  10000 (97.92%), best:    9792/10000 (97.92%), error:       701.91589, best error:       676.75067 on epoch:    25, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 192.8832397461s, input_fired_time: 1.9196336269, output_fired_time: 1.2752605677, propagate_forward_time: 75.7457885742, propagate_backward_time: 111.0051803589, weight_update_time: 0.1481148601, other_time: 2.9373855591
epoch time: 20.3146419525s, input_fired_time: 0.2609874308, output_fired_time: 0.0000000000, propagate_forward_time: 19.4325809479, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6210727692
validation[          , genome  7117] predictions:    9772/  10000 (97.72%), best:    9792/10000 (97.92%), error:       761.19122, best error:       676.75067 on epoch:    25, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 181.1118621826s, input_fired_time: 1.8447088003, output_fired_time: 1.2078921795, propagate_forward_time: 71.0468521118, propagate_backward_time: 104.1923522949, weight_update_time: 0.1359798312, other_time: 2.8200607300
epoch time: 14.5179309845s, input_fired_time: 0.1978279948, output_fired_time: 0.0000000000, propagate_forward_time: 13.8476972580, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4724054337
validation[          , genome  7117] predictions:    9813/  10000 (98.13%), best:    9813/10000 (98.13%), error:       615.22223, best error:       615.22223 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 180.6141357422s, input_fired_time: 1.8852763176, output_fired_time: 1.1988449097, propagate_forward_time: 71.4497070312, propagate_backward_time: 103.1796112061, weight_update_time: 0.1330504864, other_time: 2.9007110596
epoch time: 14.8654689789s, input_fired_time: 0.2063763440, output_fired_time: 0.0000000000, propagate_forward_time: 14.1369066238, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5221862793
validation[          , genome  7117] predictions:    9819/  10000 (98.19%), best:    9813/10000 (98.13%), error:       622.22339, best error:       615.22223 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 178.7036743164s, input_fired_time: 1.8491746187, output_fired_time: 1.2015477419, propagate_forward_time: 70.3131332397, propagate_backward_time: 102.5140457153, weight_update_time: 0.1328024864, other_time: 2.8257598877
epoch time: 14.8839120865s, input_fired_time: 0.2007089108, output_fired_time: 0.0000000000, propagate_forward_time: 14.1842060089, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4989967346
validation[          , genome  7117] predictions:    9819/  10000 (98.19%), best:    9813/10000 (98.13%), error:       645.32892, best error:       615.22223 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 181.5878448486s, input_fired_time: 1.8571692705, output_fired_time: 1.2202223539, propagate_forward_time: 71.6859893799, propagate_backward_time: 104.0132827759, weight_update_time: 0.1332246810, other_time: 2.8111953735
epoch time: 14.3508920670s, input_fired_time: 0.1969334483, output_fired_time: 0.0000000000, propagate_forward_time: 13.6776990891, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4762592316
validation[          , genome  7117] predictions:    9780/  10000 (97.80%), best:    9813/10000 (98.13%), error:       716.11365, best error:       615.22223 on epoch:    31, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 179.9469909668s, input_fired_time: 1.8448387384, output_fired_time: 1.1991378069, propagate_forward_time: 70.9806060791, propagate_backward_time: 103.1368103027, weight_update_time: 0.1337429881, other_time: 2.7855987549
epoch time: 17.0509395599s, input_fired_time: 0.2226535380, output_fired_time: 0.0000000000, propagate_forward_time: 16.2872638702, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5410213470
validation[          , genome  7117] predictions:    9797/  10000 (97.97%), best:    9813/10000 (98.13%), error:       688.92163, best error:       615.22223 on epoch:    31, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 191.5877532959s, input_fired_time: 1.9247007370, output_fired_time: 1.2521667480, propagate_forward_time: 75.1128997803, propagate_backward_time: 110.3918838501, weight_update_time: 0.1401524246, other_time: 2.9061050415
epoch time: 14.5506353378s, input_fired_time: 0.2015004754, output_fired_time: 0.0000000000, propagate_forward_time: 13.8642845154, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4848499298
validation[          , genome  7117] predictions:    9803/  10000 (98.03%), best:    9813/10000 (98.13%), error:       647.47589, best error:       615.22223 on epoch:    31, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 178.3703460693s, input_fired_time: 1.8457099199, output_fired_time: 1.1942727566, propagate_forward_time: 70.1670150757, propagate_backward_time: 102.3748397827, weight_update_time: 0.1339053810, other_time: 2.7885131836
epoch time: 14.7121849060s, input_fired_time: 0.2036253363, output_fired_time: 0.0000000000, propagate_forward_time: 14.0178480148, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4907112122
validation[          , genome  7117] predictions:    9804/  10000 (98.04%), best:    9813/10000 (98.13%), error:       650.19629, best error:       615.22223 on epoch:    31, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 182.1658325195s, input_fired_time: 1.8627855778, output_fired_time: 1.2112545967, propagate_forward_time: 71.7718353271, propagate_backward_time: 104.4773178101, weight_update_time: 0.1359121352, other_time: 2.8426284790
epoch time: 14.3470792770s, input_fired_time: 0.1982367933, output_fired_time: 0.0000000000, propagate_forward_time: 13.6660203934, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4828224182
validation[          , genome  7117] predictions:    9776/  10000 (97.76%), best:    9813/10000 (98.13%), error:       744.43854, best error:       615.22223 on epoch:    31, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 180.5252227783s, input_fired_time: 1.8619412184, output_fired_time: 1.2030341625, propagate_forward_time: 70.8383255005, propagate_backward_time: 103.7525177002, weight_update_time: 0.1338393390, other_time: 2.8694076538
epoch time: 14.3552579880s, input_fired_time: 0.2068062425, output_fired_time: 0.0000000000, propagate_forward_time: 13.6603860855, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4880657196
validation[          , genome  7117] predictions:    9749/  10000 (97.49%), best:    9813/10000 (98.13%), error:       766.14301, best error:       615.22223 on epoch:    31, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 176.5976257324s, input_fired_time: 1.8376113176, output_fired_time: 1.1939574480, propagate_forward_time: 69.4571762085, propagate_backward_time: 101.2936782837, weight_update_time: 0.1316273957, other_time: 2.8152008057
epoch time: 14.2729396820s, input_fired_time: 0.1941803992, output_fired_time: 0.0000000000, propagate_forward_time: 13.6135005951, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4652585983
validation[          , genome  7117] predictions:    9818/  10000 (98.18%), best:    9813/10000 (98.13%), error:       622.25598, best error:       615.22223 on epoch:    31, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 181.1688079834s, input_fired_time: 1.8588358164, output_fired_time: 1.2015404701, propagate_forward_time: 71.0987777710, propagate_backward_time: 104.1842727661, weight_update_time: 0.1353204697, other_time: 2.8253784180
epoch time: 14.4235944748s, input_fired_time: 0.2010275424, output_fired_time: 0.0000000000, propagate_forward_time: 13.7410669327, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4814996719
validation[          , genome  7117] predictions:    9814/  10000 (98.14%), best:    9813/10000 (98.13%), error:       632.11365, best error:       615.22223 on epoch:    31, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 185.7344818115s, input_fired_time: 1.8882638216, output_fired_time: 1.2297173738, propagate_forward_time: 73.0803985596, propagate_backward_time: 106.6842117310, weight_update_time: 0.1376813948, other_time: 2.8518905640
epoch time: 14.6531705856s, input_fired_time: 0.1998919994, output_fired_time: 0.0000000000, propagate_forward_time: 13.9898185730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4634599686
validation[          , genome  7117] predictions:    9793/  10000 (97.93%), best:    9813/10000 (98.13%), error:       689.23010, best error:       615.22223 on epoch:    31, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 177.2867736816s, input_fired_time: 1.8163175583, output_fired_time: 1.1877400875, propagate_forward_time: 69.6783447266, propagate_backward_time: 101.8272857666, weight_update_time: 0.1330800653, other_time: 2.7770843506
epoch time: 17.1490898132s, input_fired_time: 0.2228309810, output_fired_time: 0.0000000000, propagate_forward_time: 16.3882007599, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5380573273
validation[          , genome  7117] predictions:    9736/  10000 (97.36%), best:    9813/10000 (98.13%), error:       864.62164, best error:       615.22223 on epoch:    31, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 209.0497283936s, input_fired_time: 1.9977681637, output_fired_time: 1.3457638025, propagate_forward_time: 82.6025772095, propagate_backward_time: 120.0468826294, weight_update_time: 0.1515312642, other_time: 3.0567321777
epoch time: 18.9407234192s, input_fired_time: 0.2406091839, output_fired_time: 0.0000000000, propagate_forward_time: 18.1194076538, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5807056427
validation[          , genome  7117] predictions:    9636/  10000 (96.36%), best:    9813/10000 (98.13%), error:      1150.92834, best error:       615.22223 on epoch:    31, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 178.1845550537s, input_fired_time: 1.8376760483, output_fired_time: 1.1942886114, propagate_forward_time: 69.8833312988, propagate_backward_time: 102.4406814575, weight_update_time: 0.1340525597, other_time: 2.8285751343
epoch time: 14.4022130966s, input_fired_time: 0.1986202449, output_fired_time: 0.0000000000, propagate_forward_time: 13.7251005173, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4784927368
validation[          , genome  7117] predictions:    9819/  10000 (98.19%), best:    9813/10000 (98.13%), error:       625.40363, best error:       615.22223 on epoch:    31, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 179.4793395996s, input_fired_time: 1.8634146452, output_fired_time: 1.2031263113, propagate_forward_time: 70.5891036987, propagate_backward_time: 102.9644699097, weight_update_time: 0.1339229196, other_time: 2.8592224121
epoch time: 14.3362264633s, input_fired_time: 0.1976566464, output_fired_time: 0.0000000000, propagate_forward_time: 13.6614007950, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4771690369
validation[          , genome  7117] predictions:    9807/  10000 (98.07%), best:    9813/10000 (98.13%), error:       635.21185, best error:       615.22223 on epoch:    31, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 179.1475830078s, input_fired_time: 1.8629130125, output_fired_time: 1.1992058754, propagate_forward_time: 70.6131057739, propagate_backward_time: 102.6259689331, weight_update_time: 0.1339688599, other_time: 2.8463897705
epoch time: 14.4763650894s, input_fired_time: 0.2022192329, output_fired_time: 0.0000000000, propagate_forward_time: 13.7804250717, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4937210083
validation[          , genome  7117] predictions:    9812/  10000 (98.12%), best:    9812/10000 (98.12%), error:       613.94092, best error:       613.94092 on epoch:    47, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 178.8826141357s, input_fired_time: 1.8508782387, output_fired_time: 1.1945579052, propagate_forward_time: 70.5972824097, propagate_backward_time: 102.4161682129, weight_update_time: 0.1338488162, other_time: 2.8237228394
epoch time: 17.0129241943s, input_fired_time: 0.2235640138, output_fired_time: 0.0000000000, propagate_forward_time: 16.2462444305, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5431156158
validation[          , genome  7117] predictions:    9800/  10000 (98.00%), best:    9812/10000 (98.12%), error:       662.69092, best error:       613.94092 on epoch:    47, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 179.5151519775s, input_fired_time: 1.8552042246, output_fired_time: 1.2013438940, propagate_forward_time: 70.3042221069, propagate_backward_time: 103.3377761841, weight_update_time: 0.1348983198, other_time: 2.8166046143
epoch time: 14.4787635803s, input_fired_time: 0.2028946877, output_fired_time: 0.0000000000, propagate_forward_time: 13.7730464935, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5028228760
validation[          , genome  7117] predictions:    9792/  10000 (97.92%), best:    9812/10000 (98.12%), error:       682.35419, best error:       613.94092 on epoch:    47, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 198.7456970215s, input_fired_time: 1.9627730846, output_fired_time: 1.2998111248, propagate_forward_time: 78.2659988403, propagate_backward_time: 114.2647628784, weight_update_time: 0.1444374770, other_time: 2.9523620605
epoch time: 14.8565731049s, input_fired_time: 0.2053578198, output_fired_time: 0.0000000000, propagate_forward_time: 14.1620025635, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4892129898
validation[          , genome  7117] predictions:    9799/  10000 (97.99%), best:    9812/10000 (98.12%), error:       626.54242, best error:       613.94092 on epoch:    47, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 194.6883850098s, input_fired_time: 1.9518951178, output_fired_time: 1.2840764523, propagate_forward_time: 76.5433425903, propagate_backward_time: 111.9463500977, weight_update_time: 0.1444249302, other_time: 2.9627304077
epoch time: 14.3452596664s, input_fired_time: 0.2007040381, output_fired_time: 0.0000000000, propagate_forward_time: 13.6674728394, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4770832062
validation[          , genome  7117] predictions:    9768/  10000 (97.68%), best:    9812/10000 (98.12%), error:       757.96265, best error:       613.94092 on epoch:    47, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 175.4739990234s, input_fired_time: 1.8452152014, output_fired_time: 1.1934564114, propagate_forward_time: 68.9091033936, propagate_backward_time: 100.6758117676, weight_update_time: 0.1312869638, other_time: 2.8504180908
epoch time: 14.2555351257s, input_fired_time: 0.1986811012, output_fired_time: 0.0000000000, propagate_forward_time: 13.5630521774, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4938020706
validation[          , genome  7117] predictions:    9738/  10000 (97.38%), best:    9812/10000 (98.12%), error:       851.52252, best error:       613.94092 on epoch:    47, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 190.1485443115s, input_fired_time: 1.9165719748, output_fired_time: 1.2532715797, propagate_forward_time: 74.8662567139, propagate_backward_time: 109.1400527954, weight_update_time: 0.1400373429, other_time: 2.9724044800
epoch time: 16.8244476318s, input_fired_time: 0.2218244970, output_fired_time: 0.0000000000, propagate_forward_time: 16.0581283569, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5444946289
validation[          , genome  7117] predictions:    9817/  10000 (98.17%), best:    9817/10000 (98.17%), error:       608.03680, best error:       608.03680 on epoch:    53, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 176.9170227051s, input_fired_time: 1.8437107801, output_fired_time: 1.1906727552, propagate_forward_time: 69.8934326172, propagate_backward_time: 101.1888656616, weight_update_time: 0.1327961087, other_time: 2.8003463745
epoch time: 14.6639289856s, input_fired_time: 0.2056223899, output_fired_time: 0.0000000000, propagate_forward_time: 13.9610576630, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4972486496
validation[          , genome  7117] predictions:    9765/  10000 (97.65%), best:    9817/10000 (98.17%), error:       734.42389, best error:       608.03680 on epoch:    53, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 184.8371582031s, input_fired_time: 1.8907856941, output_fired_time: 1.2175283432, propagate_forward_time: 72.9409561157, propagate_backward_time: 105.9111938477, weight_update_time: 0.1373768449, other_time: 2.8766860962
epoch time: 14.6068229675s, input_fired_time: 0.2021510154, output_fired_time: 0.0000000000, propagate_forward_time: 13.9083671570, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4963045120
validation[          , genome  7117] predictions:    9768/  10000 (97.68%), best:    9817/10000 (98.17%), error:       734.60089, best error:       608.03680 on epoch:    53, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 201.4955749512s, input_fired_time: 1.9854819775, output_fired_time: 1.3113591671, propagate_forward_time: 79.3059082031, propagate_backward_time: 115.8712463379, weight_update_time: 0.1487828046, other_time: 3.0215759277
epoch time: 14.9721784592s, input_fired_time: 0.2059581876, output_fired_time: 0.0000000000, propagate_forward_time: 14.2842016220, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4820184708
validation[          , genome  7117] predictions:    9774/  10000 (97.74%), best:    9817/10000 (98.17%), error:       713.72974, best error:       608.03680 on epoch:    53, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 191.6129455566s, input_fired_time: 1.9451445341, output_fired_time: 1.2618800402, propagate_forward_time: 75.5782775879, propagate_backward_time: 109.8659820557, weight_update_time: 0.1432248056, other_time: 2.9616546631
epoch time: 14.7252874374s, input_fired_time: 0.2081689984, output_fired_time: 0.0000000000, propagate_forward_time: 14.0209627151, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4961557388
validation[          , genome  7117] predictions:    9805/  10000 (98.05%), best:    9817/10000 (98.17%), error:       636.39606, best error:       608.03680 on epoch:    53, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 177.2747344971s, input_fired_time: 1.8631614447, output_fired_time: 1.1832506657, propagate_forward_time: 69.8406372070, propagate_backward_time: 101.5516815186, weight_update_time: 0.1337217242, other_time: 2.8359985352
epoch time: 14.2692861557s, input_fired_time: 0.2036773413, output_fired_time: 0.0000000000, propagate_forward_time: 13.5744485855, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4911603928
validation[          , genome  7117] predictions:    9783/  10000 (97.83%), best:    9817/10000 (98.17%), error:       756.67261, best error:       608.03680 on epoch:    53, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 176.1546325684s, input_fired_time: 1.8594442606, output_fired_time: 1.1899020672, propagate_forward_time: 69.2276000977, propagate_backward_time: 101.0253448486, weight_update_time: 0.1328220218, other_time: 2.8523406982
epoch time: 14.5186977386s, input_fired_time: 0.2092430741, output_fired_time: 0.0000000000, propagate_forward_time: 13.8036365509, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5058183670
validation[          , genome  7117] predictions:    9792/  10000 (97.92%), best:    9817/10000 (98.17%), error:       720.54962, best error:       608.03680 on epoch:    53, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 174.9359283447s, input_fired_time: 1.8502479792, output_fired_time: 1.1801511049, propagate_forward_time: 68.7502288818, propagate_backward_time: 100.3187484741, weight_update_time: 0.1316201538, other_time: 2.8365554810
epoch time: 14.3359680176s, input_fired_time: 0.2016429603, output_fired_time: 0.0000000000, propagate_forward_time: 13.6576242447, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4767007828
validation[          , genome  7117] predictions:    9813/  10000 (98.13%), best:    9813/10000 (98.13%), error:       603.23541, best error:       603.23541 on epoch:    60, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 181.1908111572s, input_fired_time: 1.8748134375, output_fired_time: 1.1898268461, propagate_forward_time: 71.2803039551, propagate_backward_time: 104.0085449219, weight_update_time: 0.1349804252, other_time: 2.8373260498
epoch time: 16.3219776154s, input_fired_time: 0.2194860876, output_fired_time: 0.0000000000, propagate_forward_time: 15.5588302612, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5436611176
validation[          , genome  7117] predictions:    9794/  10000 (97.94%), best:    9813/10000 (98.13%), error:       665.80255, best error:       603.23541 on epoch:    60, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 185.7286834717s, input_fired_time: 1.9012280703, output_fired_time: 1.2327058315, propagate_forward_time: 73.3268356323, propagate_backward_time: 106.4247894287, weight_update_time: 0.1377853602, other_time: 2.8431167603
epoch time: 14.5403366089s, input_fired_time: 0.2051151842, output_fired_time: 0.0000000000, propagate_forward_time: 13.8383445740, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4968767166
validation[          , genome  7117] predictions:    9772/  10000 (97.72%), best:    9813/10000 (98.13%), error:       725.11029, best error:       603.23541 on epoch:    60, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 180.7269439697s, input_fired_time: 1.8597713709, output_fired_time: 1.2088524103, propagate_forward_time: 71.1841659546, propagate_backward_time: 103.6821975708, weight_update_time: 0.1343096048, other_time: 2.7919616699
epoch time: 14.7974748611s, input_fired_time: 0.2031350136, output_fired_time: 0.0000000000, propagate_forward_time: 14.1065053940, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4878339767
validation[          , genome  7117] predictions:    9814/  10000 (98.14%), best:    9813/10000 (98.13%), error:       610.28156, best error:       603.23541 on epoch:    60, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 182.3321075439s, input_fired_time: 1.8550543785, output_fired_time: 1.2169215679, propagate_forward_time: 71.6354827881, propagate_backward_time: 104.8077545166, weight_update_time: 0.1367702782, other_time: 2.8168945312
epoch time: 15.5478982925s, input_fired_time: 0.2132077664, output_fired_time: 0.0000000000, propagate_forward_time: 14.8170270920, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5176630020
validation[          , genome  7117] predictions:    9794/  10000 (97.94%), best:    9813/10000 (98.13%), error:       647.01923, best error:       603.23541 on epoch:    60, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 180.4018707275s, input_fired_time: 1.8621679544, output_fired_time: 1.2014189959, propagate_forward_time: 70.9866104126, propagate_backward_time: 103.5301208496, weight_update_time: 0.1345927864, other_time: 2.8215560913
epoch time: 14.3463087082s, input_fired_time: 0.2001214772, output_fired_time: 0.0000000000, propagate_forward_time: 13.6581974030, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4879894257
validation[          , genome  7117] predictions:    9798/  10000 (97.98%), best:    9813/10000 (98.13%), error:       661.63971, best error:       603.23541 on epoch:    60, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 176.6598968506s, input_fired_time: 1.8606481552, output_fired_time: 1.1793409586, propagate_forward_time: 69.7394256592, propagate_backward_time: 101.0327606201, weight_update_time: 0.1315793693, other_time: 2.8477325439
epoch time: 14.5285987854s, input_fired_time: 0.2065143436, output_fired_time: 0.0000000000, propagate_forward_time: 13.8095788956, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5125055313
validation[          , genome  7117] predictions:    9821/  10000 (98.21%), best:    9821/10000 (98.21%), error:       592.55090, best error:       592.55090 on epoch:    66, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 178.1873779297s, input_fired_time: 1.8755689859, output_fired_time: 1.2049062252, propagate_forward_time: 70.2993698120, propagate_backward_time: 101.9383773804, weight_update_time: 0.1343379468, other_time: 2.8691558838
epoch time: 14.1254873276s, input_fired_time: 0.2020983547, output_fired_time: 0.0000000000, propagate_forward_time: 13.4488773346, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4745121002
validation[          , genome  7117] predictions:    9808/  10000 (98.08%), best:    9821/10000 (98.21%), error:       671.12952, best error:       592.55090 on epoch:    66, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 183.7924041748s, input_fired_time: 1.9082469940, output_fired_time: 1.2255991697, propagate_forward_time: 72.4271087646, propagate_backward_time: 105.3623352051, weight_update_time: 0.1357007772, other_time: 2.8691101074
epoch time: 14.9452848434s, input_fired_time: 0.2105431408, output_fired_time: 0.0000000000, propagate_forward_time: 14.2273950577, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5073471069
validation[          , genome  7117] predictions:    9821/  10000 (98.21%), best:    9821/10000 (98.21%), error:       596.72870, best error:       592.55090 on epoch:    66, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 178.1455993652s, input_fired_time: 1.8747414351, output_fired_time: 1.1972402334, propagate_forward_time: 70.1135635376, propagate_backward_time: 102.1673736572, weight_update_time: 0.1333729923, other_time: 2.7926864624
epoch time: 14.5218029022s, input_fired_time: 0.2039022297, output_fired_time: 0.0000000000, propagate_forward_time: 13.8343191147, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4835815430
validation[          , genome  7117] predictions:    9804/  10000 (98.04%), best:    9821/10000 (98.21%), error:       603.34210, best error:       592.55090 on epoch:    66, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 201.1054229736s, input_fired_time: 1.9962373972, output_fired_time: 1.3116670847, propagate_forward_time: 79.2749099731, propagate_backward_time: 115.5203094482, weight_update_time: 0.1479920894, other_time: 3.0023117065
epoch time: 18.5673694611s, input_fired_time: 0.2415385246, output_fired_time: 0.0000000000, propagate_forward_time: 17.7601909637, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5656394958
validation[          , genome  7117] predictions:    9808/  10000 (98.08%), best:    9821/10000 (98.21%), error:       623.72784, best error:       592.55090 on epoch:    66, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 205.4856414795s, input_fired_time: 2.0242972374, output_fired_time: 1.3290764093, propagate_forward_time: 81.0524978638, propagate_backward_time: 118.0633392334, weight_update_time: 0.1489713639, other_time: 3.0164413452
epoch time: 14.8904314041s, input_fired_time: 0.2113290280, output_fired_time: 0.0000000000, propagate_forward_time: 14.2043952942, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4747066498
validation[          , genome  7117] predictions:    9820/  10000 (98.20%), best:    9821/10000 (98.21%), error:       619.58551, best error:       592.55090 on epoch:    66, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 176.6774749756s, input_fired_time: 1.8830443621, output_fired_time: 1.1933832169, propagate_forward_time: 69.6934814453, propagate_backward_time: 101.1120147705, weight_update_time: 0.1308176368, other_time: 2.7955474854
epoch time: 13.5130662918s, input_fired_time: 0.1979719251, output_fired_time: 0.0000000000, propagate_forward_time: 12.8434314728, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4716625214
validation[          , genome  7117] predictions:    9786/  10000 (97.86%), best:    9821/10000 (98.21%), error:       696.58173, best error:       592.55090 on epoch:    66, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 176.3857879639s, input_fired_time: 1.8944866657, output_fired_time: 1.1868661642, propagate_forward_time: 69.7181549072, propagate_backward_time: 100.7617874146, weight_update_time: 0.1306480169, other_time: 2.8245010376
epoch time: 14.7833366394s, input_fired_time: 0.2131951898, output_fired_time: 0.0000000000, propagate_forward_time: 14.0784683228, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4916734695
validation[          , genome  7117] predictions:    9805/  10000 (98.05%), best:    9821/10000 (98.21%), error:       681.85760, best error:       592.55090 on epoch:    66, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 178.4353179932s, input_fired_time: 1.8912369013, output_fired_time: 1.1819385290, propagate_forward_time: 70.3105697632, propagate_backward_time: 102.2106323242, weight_update_time: 0.1332900077, other_time: 2.8409347534
epoch time: 14.3410387039s, input_fired_time: 0.2042159885, output_fired_time: 0.0000000000, propagate_forward_time: 13.6685428619, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4682798386
validation[          , genome  7117] predictions:    9828/  10000 (98.28%), best:    9821/10000 (98.21%), error:       599.40607, best error:       592.55090 on epoch:    66, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 176.8379058838s, input_fired_time: 1.8770159483, output_fired_time: 1.1882147789, propagate_forward_time: 69.7581787109, propagate_backward_time: 101.2121582031, weight_update_time: 0.1326794922, other_time: 2.8023376465
epoch time: 14.4271421432s, input_fired_time: 0.2052662075, output_fired_time: 0.0000000000, propagate_forward_time: 13.7534399033, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4684362411
validation[          , genome  7117] predictions:    9810/  10000 (98.10%), best:    9821/10000 (98.21%), error:       651.43872, best error:       592.55090 on epoch:    66, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 176.7370452881s, input_fired_time: 1.8704074621, output_fired_time: 1.1991367340, propagate_forward_time: 69.4346694946, propagate_backward_time: 101.4923477173, weight_update_time: 0.1311315894, other_time: 2.7404785156
epoch time: 14.5881767273s, input_fired_time: 0.2082155645, output_fired_time: 0.0000000000, propagate_forward_time: 13.8929519653, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4870090485
validation[          , genome  7117] predictions:    9796/  10000 (97.96%), best:    9821/10000 (98.21%), error:       642.65613, best error:       592.55090 on epoch:    66, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 179.8038482666s, input_fired_time: 1.8885821104, output_fired_time: 1.2082155943, propagate_forward_time: 70.6498947144, propagate_backward_time: 103.2843551636, weight_update_time: 0.1339221150, other_time: 2.7727966309
epoch time: 14.5224418640s, input_fired_time: 0.2069372684, output_fired_time: 0.0000000000, propagate_forward_time: 13.8373165131, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4781885147
validation[          , genome  7117] predictions:    9810/  10000 (98.10%), best:    9821/10000 (98.21%), error:       626.63190, best error:       592.55090 on epoch:    66, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 194.0547637939s, input_fired_time: 1.9736768007, output_fired_time: 1.2681028843, propagate_forward_time: 76.3036270142, propagate_backward_time: 111.5351715088, weight_update_time: 0.1435666233, other_time: 2.9741897583
epoch time: 14.6516885757s, input_fired_time: 0.2097982764, output_fired_time: 0.0000000000, propagate_forward_time: 13.9400987625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5017919540
validation[          , genome  7117] predictions:    9822/  10000 (98.22%), best:    9822/10000 (98.22%), error:       569.68335, best error:       569.68335 on epoch:    78, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 180.1082763672s, input_fired_time: 1.8966851234, output_fired_time: 1.2066527605, propagate_forward_time: 70.7394790649, propagate_backward_time: 103.4176712036, weight_update_time: 0.1333234459, other_time: 2.8477935791
epoch time: 14.5891180038s, input_fired_time: 0.2114707828, output_fired_time: 0.0000000000, propagate_forward_time: 13.8523864746, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5252609253
validation[          , genome  7117] predictions:    9799/  10000 (97.99%), best:    9822/10000 (98.22%), error:       636.79095, best error:       569.68335 on epoch:    78, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 182.8441314697s, input_fired_time: 1.9244736433, output_fired_time: 1.2119792700, propagate_forward_time: 72.3223648071, propagate_backward_time: 104.4315338135, weight_update_time: 0.1362502277, other_time: 2.9537887573
epoch time: 14.4152431488s, input_fired_time: 0.2056708038, output_fired_time: 0.0000000000, propagate_forward_time: 13.7260808945, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4834918976
validation[          , genome  7117] predictions:    9815/  10000 (98.15%), best:    9822/10000 (98.22%), error:       649.73730, best error:       569.68335 on epoch:    78, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 178.3923187256s, input_fired_time: 1.8905794621, output_fired_time: 1.1868388653, propagate_forward_time: 70.1663513184, propagate_backward_time: 102.3231658936, weight_update_time: 0.1335991621, other_time: 2.8253784180
epoch time: 14.3728628159s, input_fired_time: 0.2087515742, output_fired_time: 0.0000000000, propagate_forward_time: 13.6759185791, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4881925583
validation[          , genome  7117] predictions:    9819/  10000 (98.19%), best:    9822/10000 (98.22%), error:       596.03369, best error:       569.68335 on epoch:    78, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 183.4796295166s, input_fired_time: 1.9111046791, output_fired_time: 1.2258058786, propagate_forward_time: 72.0089492798, propagate_backward_time: 105.4734725952, weight_update_time: 0.1367931962, other_time: 2.8603057861
epoch time: 14.5245666504s, input_fired_time: 0.2073103637, output_fired_time: 0.0000000000, propagate_forward_time: 13.8114891052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5057668686
validation[          , genome  7117] predictions:    9827/  10000 (98.27%), best:    9822/10000 (98.22%), error:       610.34070, best error:       569.68335 on epoch:    78, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 178.1281585693s, input_fired_time: 1.8811920881, output_fired_time: 1.1802862883, propagate_forward_time: 69.9677963257, propagate_backward_time: 102.2940902710, weight_update_time: 0.1347383857, other_time: 2.8047943115
epoch time: 14.5058698654s, input_fired_time: 0.2095422596, output_fired_time: 0.0000000000, propagate_forward_time: 13.8122196198, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4841079712
validation[          , genome  7117] predictions:    9760/  10000 (97.60%), best:    9822/10000 (98.22%), error:       784.00952, best error:       569.68335 on epoch:    78, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 196.9621887207s, input_fired_time: 1.9854038954, output_fired_time: 1.2837059498, propagate_forward_time: 77.6984405518, propagate_backward_time: 113.0396041870, weight_update_time: 0.1443254203, other_time: 2.9550399780
epoch time: 14.8283662796s, input_fired_time: 0.2122105956, output_fired_time: 0.0000000000, propagate_forward_time: 14.1085882187, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5075674057
validation[          , genome  7117] predictions:    9805/  10000 (98.05%), best:    9822/10000 (98.22%), error:       630.51892, best error:       569.68335 on epoch:    78, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 183.2075347900s, input_fired_time: 1.9088968039, output_fired_time: 1.2266042233, propagate_forward_time: 71.7035598755, propagate_backward_time: 105.5306625366, weight_update_time: 0.1359527707, other_time: 2.8378143311
epoch time: 14.3112316132s, input_fired_time: 0.2054211795, output_fired_time: 0.0000000000, propagate_forward_time: 13.6314868927, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4743232727
validation[          , genome  7117] predictions:    9800/  10000 (98.00%), best:    9822/10000 (98.22%), error:       656.41718, best error:       569.68335 on epoch:    78, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 175.6948089600s, input_fired_time: 1.8792191744, output_fired_time: 1.1670248508, propagate_forward_time: 68.8837661743, propagate_backward_time: 100.9425277710, weight_update_time: 0.1322347671, other_time: 2.8222656250
epoch time: 14.2661323547s, input_fired_time: 0.2067406178, output_fired_time: 0.0000000000, propagate_forward_time: 13.5409688950, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5184230804
validation[          , genome  7117] predictions:    9782/  10000 (97.82%), best:    9822/10000 (98.22%), error:       683.97461, best error:       569.68335 on epoch:    78, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 183.3023223877s, input_fired_time: 1.9145822525, output_fired_time: 1.2374329567, propagate_forward_time: 72.0832290649, propagate_backward_time: 105.1697235107, weight_update_time: 0.1351104528, other_time: 2.8973617554
epoch time: 14.1739864349s, input_fired_time: 0.2036841959, output_fired_time: 0.0000000000, propagate_forward_time: 13.4853477478, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4849548340
validation[          , genome  7117] predictions:    9761/  10000 (97.61%), best:    9822/10000 (98.22%), error:       764.49817, best error:       569.68335 on epoch:    78, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 178.1057281494s, input_fired_time: 1.8853864670, output_fired_time: 1.1866878271, propagate_forward_time: 70.0736160278, propagate_backward_time: 102.1822280884, weight_update_time: 0.1316370517, other_time: 2.7778015137
epoch time: 14.6219758987s, input_fired_time: 0.2110748738, output_fired_time: 0.0000000000, propagate_forward_time: 13.9132766724, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4976243973
validation[          , genome  7117] predictions:    9792/  10000 (97.92%), best:    9822/10000 (98.22%), error:       681.95312, best error:       569.68335 on epoch:    78, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 194.6200714111s, input_fired_time: 1.9847298861, output_fired_time: 1.2783281803, propagate_forward_time: 76.6306838989, propagate_backward_time: 111.7843246460, weight_update_time: 0.1436605901, other_time: 2.9420013428
epoch time: 15.6804199219s, input_fired_time: 0.2219696045, output_fired_time: 0.0000000000, propagate_forward_time: 14.9441242218, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5143260956
validation[          , genome  7117] predictions:    9824/  10000 (98.24%), best:    9822/10000 (98.22%), error:       607.98010, best error:       569.68335 on epoch:    78, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 191.8742218018s, input_fired_time: 1.9656776190, output_fired_time: 1.2546776533, propagate_forward_time: 75.5429000854, propagate_backward_time: 110.1947174072, weight_update_time: 0.1423197240, other_time: 2.9162368774
epoch time: 14.5278253555s, input_fired_time: 0.2107140273, output_fired_time: 0.0000000000, propagate_forward_time: 13.8331279755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4839830399
validation[          , genome  7117] predictions:    9806/  10000 (98.06%), best:    9822/10000 (98.22%), error:       672.62592, best error:       569.68335 on epoch:    78, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 168.0233154297s, input_fired_time: 1.8381989002, output_fired_time: 1.1320577860, propagate_forward_time: 66.3082733154, propagate_backward_time: 96.0600357056, weight_update_time: 0.1272805780, other_time: 2.6847457886
epoch time: 14.5671386719s, input_fired_time: 0.2116347700, output_fired_time: 0.0000000000, propagate_forward_time: 13.8662767410, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4892272949
validation[          , genome  7117] predictions:    9792/  10000 (97.92%), best:    9822/10000 (98.22%), error:       662.43713, best error:       569.68335 on epoch:    78, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 196.5297393799s, input_fired_time: 1.9867795706, output_fired_time: 1.2847536802, propagate_forward_time: 77.2514190674, propagate_backward_time: 113.0656585693, weight_update_time: 0.1432126015, other_time: 2.9411163330
epoch time: 15.1783523560s, input_fired_time: 0.2149425447, output_fired_time: 0.0000000000, propagate_forward_time: 14.4627714157, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5006380081
validation[          , genome  7117] predictions:    9823/  10000 (98.23%), best:    9822/10000 (98.22%), error:       629.92554, best error:       569.68335 on epoch:    78, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 181.2661743164s, input_fired_time: 1.9180155993, output_fired_time: 1.2145481110, propagate_forward_time: 71.1213150024, propagate_backward_time: 104.1104965210, weight_update_time: 0.1361760646, other_time: 2.9017944336
epoch time: 17.2494430542s, input_fired_time: 0.2346337885, output_fired_time: 0.0000000000, propagate_forward_time: 16.4650955200, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5497131348
validation[          , genome  7117] predictions:    9823/  10000 (98.23%), best:    9822/10000 (98.22%), error:       617.18054, best error:       569.68335 on epoch:    78, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 178.8957519531s, input_fired_time: 1.8980976343, output_fired_time: 1.2011570930, propagate_forward_time: 70.2076721191, propagate_backward_time: 102.7370681763, weight_update_time: 0.1343253851, other_time: 2.8517532349
epoch time: 15.1297941208s, input_fired_time: 0.2163409144, output_fired_time: 0.0000000000, propagate_forward_time: 14.4090681076, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5043849945
validation[          , genome  7117] predictions:    9818/  10000 (98.18%), best:    9822/10000 (98.22%), error:       612.58002, best error:       569.68335 on epoch:    78, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 181.0435028076s, input_fired_time: 1.9096635580, output_fired_time: 1.2095847130, propagate_forward_time: 71.2886047363, propagate_backward_time: 103.8231582642, weight_update_time: 0.1339648813, other_time: 2.8124923706
epoch time: 14.5669279099s, input_fired_time: 0.2099985033, output_fired_time: 0.0000000000, propagate_forward_time: 13.8536930084, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5032367706
validation[          , genome  7117] predictions:    9826/  10000 (98.26%), best:    9822/10000 (98.22%), error:       627.04065, best error:       569.68335 on epoch:    78, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 185.9343261719s, input_fired_time: 1.9323968887, output_fired_time: 1.2351230383, propagate_forward_time: 73.0121765137, propagate_backward_time: 106.9278030396, weight_update_time: 0.1378210336, other_time: 2.8268203735
epoch time: 14.6638975143s, input_fired_time: 0.2103541791, output_fired_time: 0.0000000000, propagate_forward_time: 13.9632940292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4902496338
validation[          , genome  7117] predictions:    9799/  10000 (97.99%), best:    9822/10000 (98.22%), error:       670.01428, best error:       569.68335 on epoch:    78, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 196.5045013428s, input_fired_time: 2.0018713474, output_fired_time: 1.2888295650, propagate_forward_time: 77.5182647705, propagate_backward_time: 112.7557983398, weight_update_time: 0.1434797794, other_time: 2.9397277832
epoch time: 20.3956947327s, input_fired_time: 0.2646000683, output_fired_time: 0.0000000000, propagate_forward_time: 19.5246124268, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6064815521
validation[          , genome  7117] predictions:    9831/  10000 (98.31%), best:    9822/10000 (98.22%), error:       594.60901, best error:       569.68335 on epoch:    78, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 204.7427825928s, input_fired_time: 2.0431377888, output_fired_time: 1.3308500051, propagate_forward_time: 80.7739105225, propagate_backward_time: 117.5521926880, weight_update_time: 0.1496421397, other_time: 3.0426864624
epoch time: 14.6625385284s, input_fired_time: 0.2151481211, output_fired_time: 0.0000000000, propagate_forward_time: 13.9481515884, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4992389679
validation[          , genome  7117] predictions:    9823/  10000 (98.23%), best:    9822/10000 (98.22%), error:       627.71716, best error:       569.68335 on epoch:    78, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 176.8928222656s, input_fired_time: 1.8902789354, output_fired_time: 1.1843142509, propagate_forward_time: 69.6578140259, propagate_backward_time: 101.3295822144, weight_update_time: 0.1328678131, other_time: 2.8308410645
epoch time: 15.4946784973s, input_fired_time: 0.2207299620, output_fired_time: 0.0000000000, propagate_forward_time: 14.7541160583, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5198326111
validation[          , genome  7117] predictions:    9821/  10000 (98.21%), best:    9822/10000 (98.22%), error:       614.13519, best error:       569.68335 on epoch:    78, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 178.9194030762s, input_fired_time: 1.9053725004, output_fired_time: 1.1882126331, propagate_forward_time: 70.2347259521, propagate_backward_time: 102.7256317139, weight_update_time: 0.1335894018, other_time: 2.8654632568
epoch time: 15.0113849640s, input_fired_time: 0.2214986980, output_fired_time: 0.0000000000, propagate_forward_time: 14.3086452484, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4812412262
validation[          , genome  7117] predictions:    9790/  10000 (97.90%), best:    9822/10000 (98.22%), error:       654.80145, best error:       569.68335 on epoch:    78, 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: 73.4741134644s, input_fired_time: 1.0648889542, output_fired_time: 0.0000000000, propagate_forward_time: 69.8449707031, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5642547607
best training[          , genome  7117] predictions:   49863/  50000 (99.73%), best:    9822/10000 (98.22%), error:       767.76135, best error:       569.68335 on epoch:    78, 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: 14.2578926086s, input_fired_time: 0.2050687671, output_fired_time: 0.0000000000, propagate_forward_time: 13.5604457855, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4923782349
   testing[          , genome  7117] predictions:    9838/  10000 (98.38%), best:    9822/10000 (98.22%), error:       542.50708, best error:       569.68335 on epoch:    78, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
15:25:08 (42708): called boinc_finish(0)

</stderr_txt>
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