Nameexact_genome_1512568488_44_6734_0
Workunit2604982
Created7 Dec 2017, 21:35:30 UTC
Sent7 Dec 2017, 21:44:45 UTC
Report deadline16 Dec 2017, 19:50:28 UTC
Received9 Dec 2017, 2:11:42 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52320
Run time4 hours 23 min 17 sec
CPU time4 hours 23 min 13 sec
Validate stateValid
Credit2,230.16
Device peak FLOPS2.93 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size156.97 MB
Peak swap size155.44 MB
Peak disk usage2.03 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
000 (96.73%), best:    9752/10000 (97.52%), error:      1022.72583, best error:       840.70935 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 143.9307556152s, input_fired_time: 2.0056660175, output_fired_time: 1.9140560627, propagate_forward_time: 54.3206825256, propagate_backward_time: 82.5292205811, weight_update_time: 0.1632400304, other_time: 3.1611328125
epoch time: 11.6930694580s, input_fired_time: 0.2422143370, output_fired_time: 0.0000000000, propagate_forward_time: 10.8710212708, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5798339844
validation[          , genome  6734] predictions:    9694/  10000 (96.94%), best:    9752/10000 (97.52%), error:       951.42627, best error:       840.70935 on epoch:    11, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 144.1711730957s, input_fired_time: 2.0164024830, output_fired_time: 1.9216856956, propagate_forward_time: 54.3125419617, propagate_backward_time: 82.7075958252, weight_update_time: 0.1658216119, other_time: 3.2129364014
epoch time: 11.7347269058s, input_fired_time: 0.2498429716, output_fired_time: 0.0000000000, propagate_forward_time: 10.8920869827, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5927972794
validation[          , genome  6734] predictions:    9730/  10000 (97.30%), best:    9752/10000 (97.52%), error:       901.04303, best error:       840.70935 on epoch:    11, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 143.5646667480s, input_fired_time: 2.0037734509, output_fired_time: 1.9108840227, propagate_forward_time: 54.1450729370, propagate_backward_time: 82.3356246948, weight_update_time: 0.1622779667, other_time: 3.1693115234
epoch time: 11.4422492981s, input_fired_time: 0.2431729436, output_fired_time: 0.0000000000, propagate_forward_time: 10.6292638779, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5698127747
validation[          , genome  6734] predictions:    9716/  10000 (97.16%), best:    9752/10000 (97.52%), error:       922.97467, best error:       840.70935 on epoch:    11, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 143.4564056396s, input_fired_time: 1.9993095398, output_fired_time: 1.9103631973, propagate_forward_time: 54.2243156433, propagate_backward_time: 82.1464157104, weight_update_time: 0.1617187560, other_time: 3.1759872437
epoch time: 11.6531972885s, input_fired_time: 0.2432426065, output_fired_time: 0.0000000000, propagate_forward_time: 10.8332376480, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5767173767
validation[          , genome  6734] predictions:    9704/  10000 (97.04%), best:    9752/10000 (97.52%), error:       865.03851, best error:       840.70935 on epoch:    11, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 143.9373321533s, input_fired_time: 2.0200045109, output_fired_time: 1.9217085838, propagate_forward_time: 54.2172966003, propagate_backward_time: 82.5523910522, weight_update_time: 0.1651688516, other_time: 3.2259292603
epoch time: 11.6793441772s, input_fired_time: 0.2496814430, output_fired_time: 0.0000000000, propagate_forward_time: 10.8371295929, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5925331116
validation[          , genome  6734] predictions:    9717/  10000 (97.17%), best:    9752/10000 (97.52%), error:       918.85895, best error:       840.70935 on epoch:    11, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 143.8784027100s, input_fired_time: 2.0375020504, output_fired_time: 1.9150809050, propagate_forward_time: 54.1838607788, propagate_backward_time: 82.4385375977, weight_update_time: 0.1662431657, other_time: 3.3034133911
epoch time: 11.7281684875s, input_fired_time: 0.2480147928, output_fired_time: 0.0000000000, propagate_forward_time: 10.8996477127, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5805063248
validation[          , genome  6734] predictions:    9731/  10000 (97.31%), best:    9752/10000 (97.52%), error:       865.86322, best error:       840.70935 on epoch:    11, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 144.6797790527s, input_fired_time: 2.0260508060, output_fired_time: 1.9289903641, propagate_forward_time: 54.5768661499, propagate_backward_time: 82.9681091309, weight_update_time: 0.1643976271, other_time: 3.1797714233
epoch time: 11.6930208206s, input_fired_time: 0.2505737543, output_fired_time: 0.0000000000, propagate_forward_time: 10.8479242325, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5945224762
validation[          , genome  6734] predictions:    9756/  10000 (97.56%), best:    9756/10000 (97.56%), error:       789.50745, best error:       789.50745 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 143.3571624756s, input_fired_time: 2.0458478928, output_fired_time: 1.9079406261, propagate_forward_time: 54.0528030396, propagate_backward_time: 82.0688018799, weight_update_time: 0.1652471423, other_time: 3.2817611694
epoch time: 11.6967248917s, input_fired_time: 0.2512110174, output_fired_time: 0.0000000000, propagate_forward_time: 10.8485136032, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5970001221
validation[          , genome  6734] predictions:    9749/  10000 (97.49%), best:    9756/10000 (97.56%), error:       867.92407, best error:       789.50745 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 143.6592559814s, input_fired_time: 2.0340015888, output_fired_time: 1.9088826180, propagate_forward_time: 54.1771392822, propagate_backward_time: 82.3017959595, weight_update_time: 0.1652219594, other_time: 3.2374343872
epoch time: 11.6460628510s, input_fired_time: 0.2477152646, output_fired_time: 0.0000000000, propagate_forward_time: 10.8193655014, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5789823532
validation[          , genome  6734] predictions:    9741/  10000 (97.41%), best:    9756/10000 (97.56%), error:       841.14880, best error:       789.50745 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 143.7528381348s, input_fired_time: 2.0116472244, output_fired_time: 1.9157204628, propagate_forward_time: 54.2748908997, propagate_backward_time: 82.3787612915, weight_update_time: 0.1625709832, other_time: 3.1718215942
epoch time: 11.6690607071s, input_fired_time: 0.2441285551, output_fired_time: 0.0000000000, propagate_forward_time: 10.8459911346, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5789413452
validation[          , genome  6734] predictions:    9720/  10000 (97.20%), best:    9756/10000 (97.56%), error:       875.75751, best error:       789.50745 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 144.2069091797s, input_fired_time: 2.0438456535, output_fired_time: 1.9142401218, propagate_forward_time: 54.3618965149, propagate_backward_time: 82.6238861084, weight_update_time: 0.1647516042, other_time: 3.2630462646
epoch time: 11.7335481644s, input_fired_time: 0.2489471883, output_fired_time: 0.0000000000, propagate_forward_time: 10.8910541534, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5935468674
validation[          , genome  6734] predictions:    9734/  10000 (97.34%), best:    9756/10000 (97.56%), error:       902.90405, best error:       789.50745 on epoch:    21, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 144.0592346191s, input_fired_time: 2.0326056480, output_fired_time: 1.9183036089, propagate_forward_time: 54.3656158447, propagate_backward_time: 82.5257339478, weight_update_time: 0.1649736315, other_time: 3.2169723511
epoch time: 11.7083625793s, input_fired_time: 0.2538354695, output_fired_time: 0.0000000000, propagate_forward_time: 10.8591604233, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5953664780
validation[          , genome  6734] predictions:    9701/  10000 (97.01%), best:    9756/10000 (97.56%), error:      1017.85339, best error:       789.50745 on epoch:    21, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 144.1361541748s, input_fired_time: 2.0131118298, output_fired_time: 1.9187115431, propagate_forward_time: 54.3485374451, propagate_backward_time: 82.7018508911, weight_update_time: 0.1625009924, other_time: 3.1539382935
epoch time: 11.6985778809s, input_fired_time: 0.2445876896, output_fired_time: 0.0000000000, propagate_forward_time: 10.8779087067, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5760812759
validation[          , genome  6734] predictions:    9771/  10000 (97.71%), best:    9771/10000 (97.71%), error:       736.01093, best error:       736.01093 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 143.5827636719s, input_fired_time: 2.0439088345, output_fired_time: 1.9115980864, propagate_forward_time: 54.1275367737, propagate_backward_time: 82.2088241577, weight_update_time: 0.1672932208, other_time: 3.2909011841
epoch time: 11.6782102585s, input_fired_time: 0.2495888174, output_fired_time: 0.0000000000, propagate_forward_time: 10.8353977203, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5932235718
validation[          , genome  6734] predictions:    9720/  10000 (97.20%), best:    9771/10000 (97.71%), error:       949.39130, best error:       736.01093 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 144.0680847168s, input_fired_time: 2.0509929657, output_fired_time: 1.9177333117, propagate_forward_time: 54.3114700317, propagate_backward_time: 82.5248565674, weight_update_time: 0.1658198833, other_time: 3.2630233765
epoch time: 11.7261400223s, input_fired_time: 0.2491483390, output_fired_time: 0.0000000000, propagate_forward_time: 10.8828229904, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5941686630
validation[          , genome  6734] predictions:    9750/  10000 (97.50%), best:    9771/10000 (97.71%), error:       770.22406, best error:       736.01093 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 144.0059814453s, input_fired_time: 2.0508308411, output_fired_time: 1.9180502892, propagate_forward_time: 54.3035354614, propagate_backward_time: 82.4500961304, weight_update_time: 0.1666592509, other_time: 3.2834777832
epoch time: 11.7104005814s, input_fired_time: 0.2510675788, output_fired_time: 0.0000000000, propagate_forward_time: 10.8645238876, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5948095322
validation[          , genome  6734] predictions:    9699/  10000 (96.99%), best:    9771/10000 (97.71%), error:       998.50421, best error:       736.01093 on epoch:    27, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 144.1288299561s, input_fired_time: 2.0248811245, output_fired_time: 1.9198100567, propagate_forward_time: 54.4345130920, propagate_backward_time: 82.5768203735, weight_update_time: 0.1643184274, other_time: 3.1727981567
epoch time: 11.7022085190s, input_fired_time: 0.2467357665, output_fired_time: 0.0000000000, propagate_forward_time: 10.8746509552, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5808219910
validation[          , genome  6734] predictions:    9766/  10000 (97.66%), best:    9771/10000 (97.71%), error:       767.70782, best error:       736.01093 on epoch:    27, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 143.7258911133s, input_fired_time: 2.0334413052, output_fired_time: 1.9081542492, propagate_forward_time: 54.1912078857, propagate_backward_time: 82.3681716919, weight_update_time: 0.1642829925, other_time: 3.2249069214
epoch time: 11.5593423843s, input_fired_time: 0.2504267991, output_fired_time: 0.0000000000, propagate_forward_time: 10.7293815613, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5795335770
validation[          , genome  6734] predictions:    9740/  10000 (97.40%), best:    9771/10000 (97.71%), error:       836.66437, best error:       736.01093 on epoch:    27, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 143.8807373047s, input_fired_time: 2.0580258369, output_fired_time: 1.9174419641, propagate_forward_time: 54.2541313171, propagate_backward_time: 82.3690872192, weight_update_time: 0.1648691595, other_time: 3.2820510864
epoch time: 11.5896186829s, input_fired_time: 0.2546795309, output_fired_time: 0.0000000000, propagate_forward_time: 10.7409772873, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5939617157
validation[          , genome  6734] predictions:    9777/  10000 (97.77%), best:    9771/10000 (97.71%), error:       766.26294, best error:       736.01093 on epoch:    27, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 144.5991058350s, input_fired_time: 2.0687825680, output_fired_time: 1.9197508097, propagate_forward_time: 54.4906921387, propagate_backward_time: 82.8339614868, weight_update_time: 0.1674260050, other_time: 3.2859115601
epoch time: 11.7673473358s, input_fired_time: 0.2513294220, output_fired_time: 0.0000000000, propagate_forward_time: 10.9194450378, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5965728760
validation[          , genome  6734] predictions:    9776/  10000 (97.76%), best:    9776/10000 (97.76%), error:       695.04510, best error:       695.04510 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 143.4874114990s, input_fired_time: 2.0426392555, output_fired_time: 1.9106868505, propagate_forward_time: 54.1541786194, propagate_backward_time: 82.1492004395, weight_update_time: 0.1643508077, other_time: 3.2307128906
epoch time: 11.6843729019s, input_fired_time: 0.2540785074, output_fired_time: 0.0000000000, propagate_forward_time: 10.8380851746, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5922088623
validation[          , genome  6734] predictions:    9771/  10000 (97.71%), best:    9776/10000 (97.76%), error:       730.08057, best error:       695.04510 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 143.4753112793s, input_fired_time: 2.0170469284, output_fired_time: 1.9131431580, propagate_forward_time: 54.1510391235, propagate_backward_time: 82.2367324829, weight_update_time: 0.1635675281, other_time: 3.1573486328
epoch time: 11.6729240417s, input_fired_time: 0.2508988380, output_fired_time: 0.0000000000, propagate_forward_time: 10.8446693420, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5773563385
validation[          , genome  6734] predictions:    9748/  10000 (97.48%), best:    9776/10000 (97.76%), error:       850.61505, best error:       695.04510 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 144.5344390869s, input_fired_time: 2.0332498550, output_fired_time: 1.9257026911, propagate_forward_time: 54.5313873291, propagate_backward_time: 82.8777236938, weight_update_time: 0.1641459316, other_time: 3.1663742065
epoch time: 11.7029752731s, input_fired_time: 0.2470971793, output_fired_time: 0.0000000000, propagate_forward_time: 10.8779067993, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5779714584
validation[          , genome  6734] predictions:    9778/  10000 (97.78%), best:    9776/10000 (97.76%), error:       730.20746, best error:       695.04510 on epoch:    34, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 144.3022918701s, input_fired_time: 2.0648679733, output_fired_time: 1.9183503389, propagate_forward_time: 54.4139213562, propagate_backward_time: 82.6363906860, weight_update_time: 0.1655021608, other_time: 3.2687606812
epoch time: 11.7573432922s, input_fired_time: 0.2549618185, output_fired_time: 0.0000000000, propagate_forward_time: 10.9081058502, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5942754745
validation[          , genome  6734] predictions:    9753/  10000 (97.53%), best:    9776/10000 (97.76%), error:       754.02942, best error:       695.04510 on epoch:    34, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 143.7882080078s, input_fired_time: 2.0309813023, output_fired_time: 1.9119312763, propagate_forward_time: 54.2617759705, propagate_backward_time: 82.4042129517, weight_update_time: 0.1627418548, other_time: 3.1793136597
epoch time: 11.6935586929s, input_fired_time: 0.2510329187, output_fired_time: 0.0000000000, propagate_forward_time: 10.8653402328, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5771856308
validation[          , genome  6734] predictions:    9752/  10000 (97.52%), best:    9776/10000 (97.76%), error:       832.23901, best error:       695.04510 on epoch:    34, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 144.4961090088s, input_fired_time: 2.0390062332, output_fired_time: 1.9230206013, propagate_forward_time: 54.5323066711, propagate_backward_time: 82.8387603760, weight_update_time: 0.1626764983, other_time: 3.1630249023
epoch time: 11.6948843002s, input_fired_time: 0.2485823482, output_fired_time: 0.0000000000, propagate_forward_time: 10.8694009781, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5769014359
validation[          , genome  6734] predictions:    9655/  10000 (96.55%), best:    9776/10000 (97.76%), error:      1083.53748, best error:       695.04510 on epoch:    34, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 144.1641540527s, input_fired_time: 2.0314855576, output_fired_time: 1.9239740372, propagate_forward_time: 54.3307418823, propagate_backward_time: 82.6993179321, weight_update_time: 0.1634770185, other_time: 3.1786346436
epoch time: 11.7096672058s, input_fired_time: 0.2521354556, output_fired_time: 0.0000000000, propagate_forward_time: 10.8790159225, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5785160065
validation[          , genome  6734] predictions:    9752/  10000 (97.52%), best:    9776/10000 (97.76%), error:       782.23804, best error:       695.04510 on epoch:    34, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 143.1491394043s, input_fired_time: 2.0195837021, output_fired_time: 1.9007643461, propagate_forward_time: 53.9989318848, propagate_backward_time: 82.0739517212, weight_update_time: 0.1630096436, other_time: 3.1559219360
epoch time: 11.6332788467s, input_fired_time: 0.2524532974, output_fired_time: 0.0000000000, propagate_forward_time: 10.8057050705, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5751209259
validation[          , genome  6734] predictions:    9766/  10000 (97.66%), best:    9776/10000 (97.76%), error:       782.85419, best error:       695.04510 on epoch:    34, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 144.1946868896s, input_fired_time: 2.0397565365, output_fired_time: 1.9324678183, propagate_forward_time: 54.3378334045, propagate_backward_time: 82.7258300781, weight_update_time: 0.1634543985, other_time: 3.1588134766
epoch time: 11.7798252106s, input_fired_time: 0.2535441816, output_fired_time: 0.0000000000, propagate_forward_time: 10.9483165741, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5779647827
validation[          , genome  6734] predictions:    9752/  10000 (97.52%), best:    9776/10000 (97.76%), error:       801.74091, best error:       695.04510 on epoch:    34, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 143.1419830322s, input_fired_time: 2.0450575352, output_fired_time: 1.9095009565, propagate_forward_time: 54.0213317871, propagate_backward_time: 81.9576034546, weight_update_time: 0.1630212963, other_time: 3.2084884644
epoch time: 11.6044836044s, input_fired_time: 0.2495836914, output_fired_time: 0.0000000000, propagate_forward_time: 10.7809257507, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5739746094
validation[          , genome  6734] predictions:    9774/  10000 (97.74%), best:    9776/10000 (97.76%), error:       726.01062, best error:       695.04510 on epoch:    34, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 144.0370635986s, input_fired_time: 2.0654280186, output_fired_time: 1.9166795015, propagate_forward_time: 54.2880554199, propagate_backward_time: 82.4917831421, weight_update_time: 0.1647448540, other_time: 3.2751083374
epoch time: 11.8103275299s, input_fired_time: 0.2585397363, output_fired_time: 0.0000000000, propagate_forward_time: 10.9565429688, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5952444077
validation[          , genome  6734] predictions:    9717/  10000 (97.17%), best:    9776/10000 (97.76%), error:       917.25299, best error:       695.04510 on epoch:    34, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 143.5019531250s, input_fired_time: 2.0273015499, output_fired_time: 1.9073472023, propagate_forward_time: 54.1461257935, propagate_backward_time: 82.2571640015, weight_update_time: 0.1640386432, other_time: 3.1640167236
epoch time: 11.6579523087s, input_fired_time: 0.2537590563, output_fired_time: 0.0000000000, propagate_forward_time: 10.8263673782, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5778255463
validation[          , genome  6734] predictions:    9750/  10000 (97.50%), best:    9776/10000 (97.76%), error:       841.55695, best error:       695.04510 on epoch:    34, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 143.4688110352s, input_fired_time: 2.0280580521, output_fired_time: 1.9078910351, propagate_forward_time: 54.0947799683, propagate_backward_time: 82.2829360962, weight_update_time: 0.1629017144, other_time: 3.1551361084
epoch time: 11.6944093704s, input_fired_time: 0.2511508465, output_fired_time: 0.0000000000, propagate_forward_time: 10.8654489517, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5778093338
validation[          , genome  6734] predictions:    9698/  10000 (96.98%), best:    9776/10000 (97.76%), error:       972.29865, best error:       695.04510 on epoch:    34, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 143.3220520020s, input_fired_time: 2.0309643745, output_fired_time: 1.9034938812, propagate_forward_time: 54.0333595276, propagate_backward_time: 82.2006072998, weight_update_time: 0.1627456248, other_time: 3.1536407471
epoch time: 11.5873517990s, input_fired_time: 0.2475358695, output_fired_time: 0.0000000000, propagate_forward_time: 10.7619400024, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5778760910
validation[          , genome  6734] predictions:    9750/  10000 (97.50%), best:    9776/10000 (97.76%), error:       798.03186, best error:       695.04510 on epoch:    34, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 143.8155975342s, input_fired_time: 2.0705626011, output_fired_time: 1.9169150591, propagate_forward_time: 54.3186759949, propagate_backward_time: 82.2213058472, weight_update_time: 0.1674217731, other_time: 3.2881393433
epoch time: 11.6575136185s, input_fired_time: 0.2564133704, output_fired_time: 0.0000000000, propagate_forward_time: 10.8083095551, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5927906036
validation[          , genome  6734] predictions:    9738/  10000 (97.38%), best:    9776/10000 (97.76%), error:       857.31226, best error:       695.04510 on epoch:    34, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 143.6105194092s, input_fired_time: 2.0697777271, output_fired_time: 1.9076896906, propagate_forward_time: 54.1598091125, propagate_backward_time: 82.1905364990, weight_update_time: 0.1657554209, other_time: 3.2827148438
epoch time: 11.7017230988s, input_fired_time: 0.2555197775, output_fired_time: 0.0000000000, propagate_forward_time: 10.8510103226, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5951929092
validation[          , genome  6734] predictions:    9747/  10000 (97.47%), best:    9776/10000 (97.76%), error:       800.08368, best error:       695.04510 on epoch:    34, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 144.1975097656s, input_fired_time: 2.0408895016, output_fired_time: 1.9205042124, propagate_forward_time: 54.4819335938, propagate_backward_time: 82.5872802734, weight_update_time: 0.1635085344, other_time: 3.1669006348
epoch time: 11.7544527054s, input_fired_time: 0.2499116361, output_fired_time: 0.0000000000, propagate_forward_time: 10.9256114960, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5789299011
validation[          , genome  6734] predictions:    9791/  10000 (97.91%), best:    9791/10000 (97.91%), error:       693.97412, best error:       693.97412 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 143.1637878418s, input_fired_time: 2.0609517097, output_fired_time: 1.9045233727, propagate_forward_time: 54.0449905396, propagate_backward_time: 81.8916854858, weight_update_time: 0.1645291299, other_time: 3.2616271973
epoch time: 11.6946668625s, input_fired_time: 0.2543023825, output_fired_time: 0.0000000000, propagate_forward_time: 10.8446893692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5956754684
validation[          , genome  6734] predictions:    9751/  10000 (97.51%), best:    9791/10000 (97.91%), error:       828.44281, best error:       693.97412 on epoch:    51, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 143.3397064209s, input_fired_time: 2.0687665939, output_fired_time: 1.9101556540, propagate_forward_time: 53.9803619385, propagate_backward_time: 82.1168670654, weight_update_time: 0.1663013399, other_time: 3.2635498047
epoch time: 11.6450929642s, input_fired_time: 0.2582608163, output_fired_time: 0.0000000000, propagate_forward_time: 10.7931728363, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5936594009
validation[          , genome  6734] predictions:    9746/  10000 (97.46%), best:    9791/10000 (97.91%), error:       830.23993, best error:       693.97412 on epoch:    51, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 142.3556671143s, input_fired_time: 2.0689401627, output_fired_time: 1.9021855593, propagate_forward_time: 53.4646568298, propagate_backward_time: 81.6433181763, weight_update_time: 0.1635431945, other_time: 3.2765579224
epoch time: 11.5434379578s, input_fired_time: 0.2570365965, output_fired_time: 0.0000000000, propagate_forward_time: 10.6921691895, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5942325592
validation[          , genome  6734] predictions:    9786/  10000 (97.86%), best:    9791/10000 (97.91%), error:       705.37994, best error:       693.97412 on epoch:    51, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 145.0796356201s, input_fired_time: 2.0864400864, output_fired_time: 1.9331912994, propagate_forward_time: 54.5802345276, propagate_backward_time: 83.1887664795, weight_update_time: 0.1671441197, other_time: 3.2910003662
epoch time: 11.7676134109s, input_fired_time: 0.2553685904, output_fired_time: 0.0000000000, propagate_forward_time: 10.9146966934, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5975484848
validation[          , genome  6734] predictions:    9755/  10000 (97.55%), best:    9791/10000 (97.91%), error:       803.14105, best error:       693.97412 on epoch:    51, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 144.3215637207s, input_fired_time: 2.0442636013, output_fired_time: 1.9303843975, propagate_forward_time: 54.4743804932, propagate_backward_time: 82.7060852051, weight_update_time: 0.1632758230, other_time: 3.1664428711
epoch time: 11.6333503723s, input_fired_time: 0.2520875931, output_fired_time: 0.0000000000, propagate_forward_time: 10.8089447021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5723180771
validation[          , genome  6734] predictions:    9672/  10000 (96.72%), best:    9791/10000 (97.91%), error:       985.70392, best error:       693.97412 on epoch:    51, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 143.6062011719s, input_fired_time: 2.0752871037, output_fired_time: 1.9229924679, propagate_forward_time: 54.0210342407, propagate_backward_time: 82.2900009155, weight_update_time: 0.1666071266, other_time: 3.2968902588
epoch time: 11.7776031494s, input_fired_time: 0.2607408464, output_fired_time: 0.0000000000, propagate_forward_time: 10.9209375381, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5959243774
validation[          , genome  6734] predictions:    9695/  10000 (96.95%), best:    9791/10000 (97.91%), error:      1006.27551, best error:       693.97412 on epoch:    51, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 142.6786041260s, input_fired_time: 2.0350847244, output_fired_time: 1.9091665745, propagate_forward_time: 53.7526397705, propagate_backward_time: 81.8126983643, weight_update_time: 0.1607070118, other_time: 3.1690216064
epoch time: 11.6365470886s, input_fired_time: 0.2525220811, output_fired_time: 0.0000000000, propagate_forward_time: 10.7977676392, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5862569809
validation[          , genome  6734] predictions:    9796/  10000 (97.96%), best:    9791/10000 (97.91%), error:       734.30457, best error:       693.97412 on epoch:    51, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 143.7940673828s, input_fired_time: 2.0696818829, output_fired_time: 1.9078080654, propagate_forward_time: 54.2444000244, propagate_backward_time: 82.3260116577, weight_update_time: 0.1654124111, other_time: 3.2461624146
epoch time: 11.6912212372s, input_fired_time: 0.2599813938, output_fired_time: 0.0000000000, propagate_forward_time: 10.8348522186, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5963878632
validation[          , genome  6734] predictions:    9784/  10000 (97.84%), best:    9791/10000 (97.91%), error:       722.17914, best error:       693.97412 on epoch:    51, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 144.6514739990s, input_fired_time: 2.0778980255, output_fired_time: 1.9274283648, propagate_forward_time: 54.5335540771, propagate_backward_time: 82.8523330688, weight_update_time: 0.1656943858, other_time: 3.2602615356
epoch time: 11.7749385834s, input_fired_time: 0.2591189146, output_fired_time: 0.0000000000, propagate_forward_time: 10.9199495316, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5958700180
validation[          , genome  6734] predictions:    9786/  10000 (97.86%), best:    9791/10000 (97.91%), error:       712.35046, best error:       693.97412 on epoch:    51, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 143.6840972900s, input_fired_time: 2.0583817959, output_fired_time: 1.9070934057, propagate_forward_time: 54.2406082153, propagate_backward_time: 82.2721252441, weight_update_time: 0.1638566256, other_time: 3.2058944702
epoch time: 11.7216615677s, input_fired_time: 0.2559773028, output_fired_time: 0.0000000000, propagate_forward_time: 10.8714599609, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5942239761
validation[          , genome  6734] predictions:    9777/  10000 (97.77%), best:    9791/10000 (97.91%), error:       711.01880, best error:       693.97412 on epoch:    51, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 143.4751434326s, input_fired_time: 2.0649287701, output_fired_time: 1.9117902517, propagate_forward_time: 54.1189422607, propagate_backward_time: 82.1299285889, weight_update_time: 0.1656344682, other_time: 3.2495574951
epoch time: 11.7319793701s, input_fired_time: 0.2553147376, output_fired_time: 0.0000000000, propagate_forward_time: 10.8981294632, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5785350800
validation[          , genome  6734] predictions:    9738/  10000 (97.38%), best:    9791/10000 (97.91%), error:       842.69696, best error:       693.97412 on epoch:    51, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 143.2502746582s, input_fired_time: 2.0766537189, output_fired_time: 1.9069409370, propagate_forward_time: 54.0015068054, propagate_backward_time: 82.0061721802, weight_update_time: 0.1658741832, other_time: 3.2589950562
epoch time: 11.6386613846s, input_fired_time: 0.2525078952, output_fired_time: 0.0000000000, propagate_forward_time: 10.7927293777, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5934238434
validation[          , genome  6734] predictions:    9780/  10000 (97.80%), best:    9791/10000 (97.91%), error:       746.53192, best error:       693.97412 on epoch:    51, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 143.7509460449s, input_fired_time: 2.0422749519, output_fired_time: 1.9104703665, propagate_forward_time: 54.2882614136, propagate_backward_time: 82.3407745361, weight_update_time: 0.1617816836, other_time: 3.1691513062
epoch time: 11.6134920120s, input_fired_time: 0.2564629614, output_fired_time: 0.0000000000, propagate_forward_time: 10.7776308060, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5793981552
validation[          , genome  6734] predictions:    9789/  10000 (97.89%), best:    9791/10000 (97.91%), error:       730.43677, best error:       693.97412 on epoch:    51, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 143.8514099121s, input_fired_time: 2.0532789230, output_fired_time: 1.9124224186, propagate_forward_time: 54.2549552917, propagate_backward_time: 82.4698104858, weight_update_time: 0.1631002575, other_time: 3.1609268188
epoch time: 11.5920562744s, input_fired_time: 0.2570506036, output_fired_time: 0.0000000000, propagate_forward_time: 10.7552471161, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5797586441
validation[          , genome  6734] predictions:    9770/  10000 (97.70%), best:    9791/10000 (97.91%), error:       768.83234, best error:       693.97412 on epoch:    51, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 143.5541839600s, input_fired_time: 2.0850300789, output_fired_time: 1.9016317129, propagate_forward_time: 54.0559043884, propagate_backward_time: 82.2310562134, weight_update_time: 0.1648772806, other_time: 3.2805557251
epoch time: 11.6431674957s, input_fired_time: 0.2586725950, output_fired_time: 0.0000000000, propagate_forward_time: 10.7914447784, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5930500031
validation[          , genome  6734] predictions:    9744/  10000 (97.44%), best:    9791/10000 (97.91%), error:       834.63440, best error:       693.97412 on epoch:    51, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 143.6779022217s, input_fired_time: 2.0745530128, output_fired_time: 1.9191412926, propagate_forward_time: 54.0624427795, propagate_backward_time: 82.3825531006, weight_update_time: 0.1634047627, other_time: 3.2392120361
epoch time: 11.5830011368s, input_fired_time: 0.2567725778, output_fired_time: 0.0000000000, propagate_forward_time: 10.7324609756, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5937671661
validation[          , genome  6734] predictions:    9759/  10000 (97.59%), best:    9791/10000 (97.91%), error:       779.85986, best error:       693.97412 on epoch:    51, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 143.7459869385s, input_fired_time: 2.0785622597, output_fired_time: 1.9129093885, propagate_forward_time: 54.1956214905, propagate_backward_time: 82.2763748169, weight_update_time: 0.1654478610, other_time: 3.2825241089
epoch time: 11.6775197983s, input_fired_time: 0.2612282932, output_fired_time: 0.0000000000, propagate_forward_time: 10.8192062378, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5970849991
validation[          , genome  6734] predictions:    9765/  10000 (97.65%), best:    9791/10000 (97.91%), error:       810.02325, best error:       693.97412 on epoch:    51, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 144.5794982910s, input_fired_time: 2.0605719090, output_fired_time: 1.9243953228, propagate_forward_time: 54.5491867065, propagate_backward_time: 82.8872375488, weight_update_time: 0.1640369445, other_time: 3.1581039429
epoch time: 11.7536125183s, input_fired_time: 0.2577302456, output_fired_time: 0.0000000000, propagate_forward_time: 10.9189043045, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5769777298
validation[          , genome  6734] predictions:    9773/  10000 (97.73%), best:    9791/10000 (97.91%), error:       787.94305, best error:       693.97412 on epoch:    51, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 144.3067474365s, input_fired_time: 2.0951135159, output_fired_time: 1.9260091782, propagate_forward_time: 54.3161163330, propagate_backward_time: 82.6821975708, weight_update_time: 0.1651295125, other_time: 3.2873153687
epoch time: 11.6221885681s, input_fired_time: 0.2581356764, output_fired_time: 0.0000000000, propagate_forward_time: 10.7686147690, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5954380035
validation[          , genome  6734] predictions:    9713/  10000 (97.13%), best:    9791/10000 (97.91%), error:       904.09680, best error:       693.97412 on epoch:    51, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 144.2227325439s, input_fired_time: 2.0865118504, output_fired_time: 1.9195823669, propagate_forward_time: 54.3043212891, propagate_backward_time: 82.6391983032, weight_update_time: 0.1674143821, other_time: 3.2731094360
epoch time: 11.7106008530s, input_fired_time: 0.2595324516, output_fired_time: 0.0000000000, propagate_forward_time: 10.8575391769, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5935297012
validation[          , genome  6734] predictions:    9748/  10000 (97.48%), best:    9791/10000 (97.91%), error:       812.65558, best error:       693.97412 on epoch:    51, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 143.3029479980s, input_fired_time: 2.0547814369, output_fired_time: 1.9048268795, propagate_forward_time: 54.1342506409, propagate_backward_time: 82.0461502075, weight_update_time: 0.1618046612, other_time: 3.1629409790
epoch time: 11.7519454956s, input_fired_time: 0.2544480860, output_fired_time: 0.0000000000, propagate_forward_time: 10.9193735123, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5781240463
validation[          , genome  6734] predictions:    9784/  10000 (97.84%), best:    9791/10000 (97.91%), error:       712.06903, best error:       693.97412 on epoch:    51, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 143.4807739258s, input_fired_time: 2.0582227707, output_fired_time: 1.9061872959, propagate_forward_time: 54.1623649597, propagate_backward_time: 82.1975021362, weight_update_time: 0.1635316461, other_time: 3.1564865112
epoch time: 11.6745700836s, input_fired_time: 0.2556436956, output_fired_time: 0.0000000000, propagate_forward_time: 10.8446788788, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5742473602
validation[          , genome  6734] predictions:    9729/  10000 (97.29%), best:    9791/10000 (97.91%), error:       829.15790, best error:       693.97412 on epoch:    51, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 144.5318908691s, input_fired_time: 2.0994229317, output_fired_time: 1.9219661951, propagate_forward_time: 54.4433250427, propagate_backward_time: 82.7808914185, weight_update_time: 0.1671582013, other_time: 3.2862777710
epoch time: 11.7706127167s, input_fired_time: 0.2571160793, output_fired_time: 0.0000000000, propagate_forward_time: 10.9180555344, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5954408646
validation[          , genome  6734] predictions:    9776/  10000 (97.76%), best:    9776/10000 (97.76%), error:       685.78278, best error:       685.78278 on epoch:    74, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 143.1582489014s, input_fired_time: 2.0849826336, output_fired_time: 1.9078571796, propagate_forward_time: 53.9406738281, propagate_backward_time: 81.9482269287, weight_update_time: 0.1665392369, other_time: 3.2765197754
epoch time: 11.6393394470s, input_fired_time: 0.2598281205, output_fired_time: 0.0000000000, propagate_forward_time: 10.7871894836, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5923213959
validation[          , genome  6734] predictions:    9793/  10000 (97.93%), best:    9776/10000 (97.76%), error:       713.88947, best error:       685.78278 on epoch:    74, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 143.6066741943s, input_fired_time: 2.0517203808, output_fired_time: 1.9165261984, propagate_forward_time: 54.1969718933, propagate_backward_time: 82.2645263672, weight_update_time: 0.1632933170, other_time: 3.1769256592
epoch time: 11.6430635452s, input_fired_time: 0.2539406419, output_fired_time: 0.0000000000, propagate_forward_time: 10.8151006699, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5740222931
validation[          , genome  6734] predictions:    9773/  10000 (97.73%), best:    9776/10000 (97.76%), error:       777.04785, best error:       685.78278 on epoch:    74, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 143.4293823242s, input_fired_time: 2.0781340599, output_fired_time: 1.9064979553, propagate_forward_time: 53.9875946045, propagate_backward_time: 82.1809921265, weight_update_time: 0.1652637273, other_time: 3.2761611938
epoch time: 11.6641674042s, input_fired_time: 0.2553900480, output_fired_time: 0.0000000000, propagate_forward_time: 10.8301372528, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5786399841
validation[          , genome  6734] predictions:    9771/  10000 (97.71%), best:    9776/10000 (97.76%), error:       788.85303, best error:       685.78278 on epoch:    74, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 144.0733032227s, input_fired_time: 2.0940051079, output_fired_time: 1.9189606905, propagate_forward_time: 54.2366180420, propagate_backward_time: 82.5485229492, weight_update_time: 0.1653142124, other_time: 3.2751922607
epoch time: 11.6454706192s, input_fired_time: 0.2545365691, output_fired_time: 0.0000000000, propagate_forward_time: 10.7977752686, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5931587219
validation[          , genome  6734] predictions:    9781/  10000 (97.81%), best:    9776/10000 (97.76%), error:       721.80511, best error:       685.78278 on epoch:    74, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 143.8467254639s, input_fired_time: 2.0559291840, output_fired_time: 1.9153635502, propagate_forward_time: 54.2903137207, propagate_backward_time: 82.4206161499, weight_update_time: 0.1628759354, other_time: 3.1645126343
epoch time: 11.6814785004s, input_fired_time: 0.2525950968, output_fired_time: 0.0000000000, propagate_forward_time: 10.8507480621, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5781354904
validation[          , genome  6734] predictions:    9752/  10000 (97.52%), best:    9776/10000 (97.76%), error:       850.61206, best error:       685.78278 on epoch:    74, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 144.1797180176s, input_fired_time: 2.0580108166, output_fired_time: 1.9243576527, propagate_forward_time: 54.3282051086, propagate_backward_time: 82.7110214233, weight_update_time: 0.1641945839, other_time: 3.1581192017
epoch time: 11.6762428284s, input_fired_time: 0.2533118725, output_fired_time: 0.0000000000, propagate_forward_time: 10.8453245163, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5776062012
validation[          , genome  6734] predictions:    9746/  10000 (97.46%), best:    9776/10000 (97.76%), error:       806.64563, best error:       685.78278 on epoch:    74, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 143.5041503906s, input_fired_time: 2.0863740444, output_fired_time: 1.9074627161, propagate_forward_time: 54.0520935059, propagate_backward_time: 82.1878662109, weight_update_time: 0.1635743380, other_time: 3.2703552246
epoch time: 11.5448999405s, input_fired_time: 0.2602474689, output_fired_time: 0.0000000000, propagate_forward_time: 10.6910963058, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5935564041
validation[          , genome  6734] predictions:    9793/  10000 (97.93%), best:    9776/10000 (97.76%), error:       740.44012, best error:       685.78278 on epoch:    74, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 143.7643585205s, input_fired_time: 2.0909371376, output_fired_time: 1.9144994020, propagate_forward_time: 54.2423362732, propagate_backward_time: 82.2283172607, weight_update_time: 0.1661210358, other_time: 3.2882537842
epoch time: 11.8032007217s, input_fired_time: 0.2584872842, output_fired_time: 0.0000000000, propagate_forward_time: 10.9480457306, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5966672897
validation[          , genome  6734] predictions:    9785/  10000 (97.85%), best:    9785/10000 (97.85%), error:       682.84766, best error:       682.84766 on epoch:    82, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 144.9108734131s, input_fired_time: 2.1004920006, output_fired_time: 1.9285500050, propagate_forward_time: 54.5817680359, propagate_backward_time: 83.0079345703, weight_update_time: 0.1665738821, other_time: 3.2921295166
epoch time: 11.7741622925s, input_fired_time: 0.2618425190, output_fired_time: 0.0000000000, propagate_forward_time: 10.9175395966, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5947799683
validation[          , genome  6734] predictions:    9759/  10000 (97.59%), best:    9785/10000 (97.85%), error:       810.74902, best error:       682.84766 on epoch:    82, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 143.5012969971s, input_fired_time: 2.0582759380, output_fired_time: 1.9099014997, propagate_forward_time: 54.1481971741, propagate_backward_time: 82.2262268066, weight_update_time: 0.1634244472, other_time: 3.1587066650
epoch time: 11.6840200424s, input_fired_time: 0.2554582357, output_fired_time: 0.0000000000, propagate_forward_time: 10.8489074707, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5796546936
validation[          , genome  6734] predictions:    9783/  10000 (97.83%), best:    9785/10000 (97.85%), error:       750.18665, best error:       682.84766 on epoch:    82, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 143.6444854736s, input_fired_time: 2.0866925716, output_fired_time: 1.9058263302, propagate_forward_time: 54.1249580383, propagate_backward_time: 82.2639007568, weight_update_time: 0.1642842889, other_time: 3.2631225586
epoch time: 11.7104892731s, input_fired_time: 0.2652250528, output_fired_time: 0.0000000000, propagate_forward_time: 10.8507575989, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5945062637
validation[          , genome  6734] predictions:    9764/  10000 (97.64%), best:    9785/10000 (97.85%), error:       773.84894, best error:       682.84766 on epoch:    82, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 143.9396820068s, input_fired_time: 2.0748810768, output_fired_time: 1.9184632301, propagate_forward_time: 54.3686790466, propagate_backward_time: 82.4109573364, weight_update_time: 0.1636405587, other_time: 3.1667098999
epoch time: 11.7260141373s, input_fired_time: 0.2557769418, output_fired_time: 0.0000000000, propagate_forward_time: 10.8929491043, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5772876740
validation[          , genome  6734] predictions:    9767/  10000 (97.67%), best:    9785/10000 (97.85%), error:       724.57788, best error:       682.84766 on epoch:    82, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 144.5120849609s, input_fired_time: 2.1065869331, output_fired_time: 1.9318395853, propagate_forward_time: 54.4020690918, propagate_backward_time: 82.8019638062, weight_update_time: 0.1661231965, other_time: 3.2696304321
epoch time: 11.7359371185s, input_fired_time: 0.2633920610, output_fired_time: 0.0000000000, propagate_forward_time: 10.8788042068, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5937404633
validation[          , genome  6734] predictions:    9705/  10000 (97.05%), best:    9785/10000 (97.85%), error:       948.95819, best error:       682.84766 on epoch:    82, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 144.2096710205s, input_fired_time: 2.1044092178, output_fired_time: 1.9186009169, propagate_forward_time: 54.3153686523, propagate_backward_time: 82.5927581787, weight_update_time: 0.1661057174, other_time: 3.2785339355
epoch time: 11.7586011887s, input_fired_time: 0.2646791935, output_fired_time: 0.0000000000, propagate_forward_time: 10.8997526169, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5941696167
validation[          , genome  6734] predictions:    9755/  10000 (97.55%), best:    9785/10000 (97.85%), error:       793.50775, best error:       682.84766 on epoch:    82, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 144.0564880371s, input_fired_time: 2.1002590656, output_fired_time: 1.9149978161, propagate_forward_time: 54.3094978333, propagate_backward_time: 82.4487533569, weight_update_time: 0.1660360843, other_time: 3.2829818726
epoch time: 11.7224779129s, input_fired_time: 0.2597648799, output_fired_time: 0.0000000000, propagate_forward_time: 10.8688926697, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5938205719
validation[          , genome  6734] predictions:    9777/  10000 (97.77%), best:    9785/10000 (97.85%), error:       767.79266, best error:       682.84766 on epoch:    82, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 143.7794952393s, input_fired_time: 2.0748996735, output_fired_time: 1.9122155905, propagate_forward_time: 54.2789001465, propagate_backward_time: 82.3075103760, weight_update_time: 0.1635460258, other_time: 3.2059631348
epoch time: 11.8095417023s, input_fired_time: 0.2647449672, output_fired_time: 0.0000000000, propagate_forward_time: 10.9496526718, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5951442719
validation[          , genome  6734] predictions:    9760/  10000 (97.60%), best:    9785/10000 (97.85%), error:       804.89325, best error:       682.84766 on epoch:    82, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 144.2983856201s, input_fired_time: 2.0682265759, output_fired_time: 1.9210048914, propagate_forward_time: 54.4576530457, propagate_backward_time: 82.6786956787, weight_update_time: 0.1633497030, other_time: 3.1728057861
epoch time: 11.7820491791s, input_fired_time: 0.2612640858, output_fired_time: 0.0000000000, propagate_forward_time: 10.9432659149, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5775194168
validation[          , genome  6734] predictions:    9763/  10000 (97.63%), best:    9785/10000 (97.85%), error:       755.61725, best error:       682.84766 on epoch:    82, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 143.7015228271s, input_fired_time: 2.0967926979, output_fired_time: 1.9106813669, propagate_forward_time: 54.1474418640, propagate_backward_time: 82.2910461426, weight_update_time: 0.1649335772, other_time: 3.2555694580
epoch time: 11.7125177383s, input_fired_time: 0.2562336326, output_fired_time: 0.0000000000, propagate_forward_time: 10.8792266846, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5770578384
validation[          , genome  6734] predictions:    9701/  10000 (97.01%), best:    9785/10000 (97.85%), error:      1009.21954, best error:       682.84766 on epoch:    82, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 143.6921844482s, input_fired_time: 2.0996475220, output_fired_time: 1.9152266979, propagate_forward_time: 54.1500282288, propagate_backward_time: 82.2573852539, weight_update_time: 0.1649827063, other_time: 3.2698974609
epoch time: 11.6582746506s, input_fired_time: 0.2621897161, output_fired_time: 0.0000000000, propagate_forward_time: 10.8038902283, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5921945572
validation[          , genome  6734] predictions:    9695/  10000 (96.95%), best:    9785/10000 (97.85%), error:       982.91180, best error:       682.84766 on epoch:    82, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 143.7019042969s, input_fired_time: 2.0727601051, output_fired_time: 1.9162218571, propagate_forward_time: 54.1505966187, propagate_backward_time: 82.3030776978, weight_update_time: 0.1653225720, other_time: 3.2592468262
epoch time: 11.6829261780s, input_fired_time: 0.2603154182, output_fired_time: 0.0000000000, propagate_forward_time: 10.8289117813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5936994553
validation[          , genome  6734] predictions:    9785/  10000 (97.85%), best:    9785/10000 (97.85%), error:       717.83856, best error:       682.84766 on epoch:    82, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 142.7656860352s, input_fired_time: 2.0391519070, output_fired_time: 1.9038323164, propagate_forward_time: 53.7937736511, propagate_backward_time: 81.8643722534, weight_update_time: 0.1620921195, other_time: 3.1645431519
epoch time: 11.6361227036s, input_fired_time: 0.2594222426, output_fired_time: 0.0000000000, propagate_forward_time: 10.7993249893, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5773754120
validation[          , genome  6734] predictions:    9757/  10000 (97.57%), best:    9785/10000 (97.85%), error:       759.55438, best error:       682.84766 on epoch:    82, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 144.5225677490s, input_fired_time: 2.0954527855, output_fired_time: 1.9219032526, propagate_forward_time: 54.4517059326, propagate_backward_time: 82.7672882080, weight_update_time: 0.1670014262, other_time: 3.2862091064
epoch time: 11.7613344193s, input_fired_time: 0.2607532442, output_fired_time: 0.0000000000, propagate_forward_time: 10.9071788788, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5934019089
validation[          , genome  6734] predictions:    9782/  10000 (97.82%), best:    9785/10000 (97.85%), error:       711.07446, best error:       682.84766 on epoch:    82, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 143.2607574463s, input_fired_time: 2.0593783855, output_fired_time: 1.9063693285, propagate_forward_time: 54.0854911804, propagate_backward_time: 82.0486068726, weight_update_time: 0.1618389040, other_time: 3.1609115601
epoch time: 11.6281614304s, input_fired_time: 0.2555261850, output_fired_time: 0.0000000000, propagate_forward_time: 10.7989282608, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5737066269
validation[          , genome  6734] predictions:    9779/  10000 (97.79%), best:    9785/10000 (97.85%), error:       756.69482, best error:       682.84766 on epoch:    82, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 143.6310424805s, input_fired_time: 2.0677759647, output_fired_time: 1.9090123177, propagate_forward_time: 54.2189254761, propagate_backward_time: 82.2750320435, weight_update_time: 0.1614863873, other_time: 3.1602935791
epoch time: 11.6978015900s, input_fired_time: 0.2629082203, output_fired_time: 0.0000000000, propagate_forward_time: 10.8383436203, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5965499878
validation[          , genome  6734] predictions:    9779/  10000 (97.79%), best:    9785/10000 (97.85%), error:       724.08014, best error:       682.84766 on epoch:    82, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 143.2926330566s, input_fired_time: 2.1000523567, output_fired_time: 1.9099996090, propagate_forward_time: 53.9504699707, propagate_backward_time: 82.0560684204, weight_update_time: 0.1642725468, other_time: 3.2760391235
epoch time: 11.5998182297s, input_fired_time: 0.2582346797, output_fired_time: 0.0000000000, propagate_forward_time: 10.7645511627, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5770320892
validation[          , genome  6734] predictions:    9787/  10000 (97.87%), best:    9785/10000 (97.85%), error:       706.71667, best error:       682.84766 on epoch:    82, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 145.2510986328s, input_fired_time: 2.1185059547, output_fired_time: 1.9339691401, propagate_forward_time: 54.7260360718, propagate_backward_time: 83.1799926758, weight_update_time: 0.1671645343, other_time: 3.2925949097
epoch time: 11.8038778305s, input_fired_time: 0.2602018416, output_fired_time: 0.0000000000, propagate_forward_time: 10.9480113983, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5956649780
validation[          , genome  6734] predictions:    9781/  10000 (97.81%), best:    9785/10000 (97.85%), error:       700.20776, best error:       682.84766 on epoch:    82, 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: 58.7496986389s, input_fired_time: 1.2956233025, output_fired_time: 0.0000000000, propagate_forward_time: 54.3994483948, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0546264648
best training[          , genome  6734] predictions:   49610/  50000 (99.22%), best:    9785/10000 (97.85%), error:      1458.37817, best error:       682.84766 on epoch:    82, 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: 11.7675476074s, input_fired_time: 0.2520017326, output_fired_time: 0.0000000000, propagate_forward_time: 10.9368543625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5786914825
   testing[          , genome  6734] predictions:    9781/  10000 (97.81%), best:    9785/10000 (97.85%), error:       715.28973, best error:       682.84766 on epoch:    82, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
10:11:24 (4612): called boinc_finish(0)

</stderr_txt>
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