Nameexact_genome_1508499903_21_15552_0
Workunit2268119
Created25 Oct 2017, 17:15:05 UTC
Sent25 Oct 2017, 17:46:24 UTC
Report deadline13 Dec 2017, 19:19:11 UTC
Received29 Oct 2017, 8:21:13 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID49051
Run time1 days 0 hours 18 min 57 sec
CPU time1 days 0 hours 16 min 51 sec
Validate stateInitial
Credit0.00
Device peak FLOPS1.56 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size174.05 MB
Peak swap size178.85 MB
Peak disk usage6.05 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
4512, weight_update_time: 0.8867930174, other_time: 12.2929687500
epoch time: 63.3066444397s, input_fired_time: 1.3196411133, output_fired_time: 0.0000000000, propagate_forward_time: 59.7541351318, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2328681946
validation[          , genome 15552] predictions:    9817/  10000 (98.17%), best:    9860/10000 (98.60%), error:       616.71857, best error:       484.03952 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 798.1663818359s, input_fired_time: 10.6635313034, output_fired_time: 10.0350055695, propagate_forward_time: 299.4093933105, propagate_backward_time: 465.9707641602, weight_update_time: 0.8770719767, other_time: 12.0876770020
epoch time: 63.6984672546s, input_fired_time: 1.3327647448, output_fired_time: 0.0000000000, propagate_forward_time: 60.1728897095, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1928138733
validation[          , genome 15552] predictions:    9837/  10000 (98.37%), best:    9860/10000 (98.60%), error:       539.58887, best error:       484.03952 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 799.3565063477s, input_fired_time: 10.6397609711, output_fired_time: 10.0341272354, propagate_forward_time: 300.0850830078, propagate_backward_time: 466.4202880859, weight_update_time: 0.8901714087, other_time: 12.1772460938
epoch time: 62.6243743896s, input_fired_time: 1.3136308193, output_fired_time: 0.0000000000, propagate_forward_time: 59.1490249634, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1617202759
validation[          , genome 15552] predictions:    9853/  10000 (98.53%), best:    9853/10000 (98.53%), error:       476.54706, best error:       476.54706 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 799.5168457031s, input_fired_time: 10.7174415588, output_fired_time: 10.0821895599, propagate_forward_time: 300.2109375000, propagate_backward_time: 466.4114990234, weight_update_time: 0.8860940337, other_time: 12.0947265625
epoch time: 63.7093620300s, input_fired_time: 1.3434576988, output_fired_time: 0.0000000000, propagate_forward_time: 60.1095352173, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2563705444
validation[          , genome 15552] predictions:    9852/  10000 (98.52%), best:    9853/10000 (98.53%), error:       495.19312, best error:       476.54706 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 801.0079956055s, input_fired_time: 10.7290277481, output_fired_time: 10.0796861649, propagate_forward_time: 300.7257385254, propagate_backward_time: 467.3183593750, weight_update_time: 0.8904039860, other_time: 12.1551818848
epoch time: 63.7154846191s, input_fired_time: 1.3306347132, output_fired_time: 0.0000000000, propagate_forward_time: 60.2275505066, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1572990417
validation[          , genome 15552] predictions:    9848/  10000 (98.48%), best:    9853/10000 (98.53%), error:       485.57611, best error:       476.54706 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 800.2214965820s, input_fired_time: 10.7202291489, output_fired_time: 10.0735454559, propagate_forward_time: 300.1364135742, propagate_backward_time: 466.9492187500, weight_update_time: 0.8869234324, other_time: 12.3421020508
epoch time: 62.8976478577s, input_fired_time: 1.3120276928, output_fired_time: 0.0000000000, propagate_forward_time: 59.4373893738, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1482315063
validation[          , genome 15552] predictions:    9847/  10000 (98.47%), best:    9853/10000 (98.53%), error:       495.18756, best error:       476.54706 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 799.0184936523s, input_fired_time: 10.7130947113, output_fired_time: 10.0897464752, propagate_forward_time: 299.5006408691, propagate_backward_time: 466.3819580078, weight_update_time: 0.8940867782, other_time: 12.3330993652
epoch time: 63.5551033020s, input_fired_time: 1.3378533125, output_fired_time: 0.0000000000, propagate_forward_time: 60.0193214417, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1979293823
validation[          , genome 15552] predictions:    9807/  10000 (98.07%), best:    9853/10000 (98.53%), error:       599.12494, best error:       476.54706 on epoch:    17, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 798.5184936523s, input_fired_time: 10.6563062668, output_fired_time: 10.0823698044, propagate_forward_time: 299.4855346680, propagate_backward_time: 466.2684631348, weight_update_time: 0.8803530931, other_time: 12.0257873535
epoch time: 63.6412086487s, input_fired_time: 1.3209539652, output_fired_time: 0.0000000000, propagate_forward_time: 60.1414718628, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1787834167
validation[          , genome 15552] predictions:    9811/  10000 (98.11%), best:    9853/10000 (98.53%), error:       596.54944, best error:       476.54706 on epoch:    17, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 799.5877685547s, input_fired_time: 10.6229610443, output_fired_time: 10.0191268921, propagate_forward_time: 300.2605895996, propagate_backward_time: 466.7821350098, weight_update_time: 0.8708622456, other_time: 11.9029541016
epoch time: 63.1928253174s, input_fired_time: 1.3146297932, output_fired_time: 0.0000000000, propagate_forward_time: 59.7668151855, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1113815308
validation[          , genome 15552] predictions:    9869/  10000 (98.69%), best:    9869/10000 (98.69%), error:       437.87271, best error:       437.87271 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 799.3721313477s, input_fired_time: 10.6218280792, output_fired_time: 10.0001716614, propagate_forward_time: 299.9510498047, propagate_backward_time: 466.9665832520, weight_update_time: 0.8652844429, other_time: 11.8324890137
epoch time: 63.3945007324s, input_fired_time: 1.3133600950, output_fired_time: 0.0000000000, propagate_forward_time: 59.8584213257, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2227210999
validation[          , genome 15552] predictions:    9854/  10000 (98.54%), best:    9869/10000 (98.69%), error:       480.86063, best error:       437.87271 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 799.4053955078s, input_fired_time: 10.7033557892, output_fired_time: 10.0572824478, propagate_forward_time: 300.4248046875, propagate_backward_time: 466.1270141602, weight_update_time: 0.8732846975, other_time: 12.0928955078
epoch time: 63.8936042786s, input_fired_time: 1.3319622278, output_fired_time: 0.0000000000, propagate_forward_time: 60.4102745056, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1513671875
validation[          , genome 15552] predictions:    9854/  10000 (98.54%), best:    9869/10000 (98.69%), error:       486.20358, best error:       437.87271 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 801.1893920898s, input_fired_time: 10.6723346710, output_fired_time: 10.0416936874, propagate_forward_time: 300.8445434570, propagate_backward_time: 467.6322937012, weight_update_time: 0.8775678873, other_time: 11.9985046387
epoch time: 64.0309066772s, input_fired_time: 1.3322887421, output_fired_time: 0.0000000000, propagate_forward_time: 60.5100708008, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1885452271
validation[          , genome 15552] predictions:    9863/  10000 (98.63%), best:    9869/10000 (98.69%), error:       441.50296, best error:       437.87271 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 800.9308471680s, input_fired_time: 10.6548118591, output_fired_time: 10.0465297699, propagate_forward_time: 300.7220764160, propagate_backward_time: 467.4976806641, weight_update_time: 0.8675341606, other_time: 12.0097961426
epoch time: 63.6535110474s, input_fired_time: 1.3159923553, output_fired_time: 0.0000000000, propagate_forward_time: 60.1831588745, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1543579102
validation[          , genome 15552] predictions:    9803/  10000 (98.03%), best:    9869/10000 (98.69%), error:       656.95453, best error:       437.87271 on epoch:    23, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 799.8118286133s, input_fired_time: 10.6534318924, output_fired_time: 10.0211915970, propagate_forward_time: 300.1849060059, propagate_backward_time: 466.9700012207, weight_update_time: 0.8762670159, other_time: 11.9822998047
epoch time: 63.2084121704s, input_fired_time: 1.3102784157, output_fired_time: 0.0000000000, propagate_forward_time: 59.6979789734, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2001533508
validation[          , genome 15552] predictions:    9866/  10000 (98.66%), best:    9869/10000 (98.69%), error:       460.74875, best error:       437.87271 on epoch:    23, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 800.5820922852s, input_fired_time: 10.6665277481, output_fired_time: 10.0330514908, propagate_forward_time: 300.6851806641, propagate_backward_time: 467.3668212891, weight_update_time: 0.8640890121, other_time: 11.8305053711
epoch time: 63.7015342712s, input_fired_time: 1.3201458454, output_fired_time: 0.0000000000, propagate_forward_time: 60.2560844421, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1253051758
validation[          , genome 15552] predictions:    9871/  10000 (98.71%), best:    9871/10000 (98.71%), error:       422.41479, best error:       422.41479 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 799.7027587891s, input_fired_time: 10.6715173721, output_fired_time: 10.0367069244, propagate_forward_time: 300.5446166992, propagate_backward_time: 466.4714050293, weight_update_time: 0.8675726652, other_time: 11.9785461426
epoch time: 63.7206802368s, input_fired_time: 1.3278274536, output_fired_time: 0.0000000000, propagate_forward_time: 60.2381439209, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1547088623
validation[          , genome 15552] predictions:    9887/  10000 (98.87%), best:    9887/10000 (98.87%), error:       394.99710, best error:       394.99710 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 798.8355712891s, input_fired_time: 10.6500597000, output_fired_time: 9.9897022247, propagate_forward_time: 299.7737426758, propagate_backward_time: 466.5434570313, weight_update_time: 0.8609512448, other_time: 11.8786010742
epoch time: 63.7825355530s, input_fired_time: 1.3292719126, output_fired_time: 0.0000000000, propagate_forward_time: 60.2717971802, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1814651489
validation[          , genome 15552] predictions:    9856/  10000 (98.56%), best:    9887/10000 (98.87%), error:       465.63449, best error:       394.99710 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 799.6149902344s, input_fired_time: 10.6806259155, output_fired_time: 10.0314474106, propagate_forward_time: 300.1836547852, propagate_backward_time: 466.6169128418, weight_update_time: 0.8821245432, other_time: 12.1023864746
epoch time: 63.7304573059s, input_fired_time: 1.3280208111, output_fired_time: 0.0000000000, propagate_forward_time: 60.2461585999, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1562767029
validation[          , genome 15552] predictions:    9856/  10000 (98.56%), best:    9887/10000 (98.87%), error:       484.84515, best error:       394.99710 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 800.4222412109s, input_fired_time: 10.6825580597, output_fired_time: 10.0470943451, propagate_forward_time: 300.5478515625, propagate_backward_time: 467.0313110352, weight_update_time: 0.8723359108, other_time: 12.1134033203
epoch time: 63.7979965210s, input_fired_time: 1.3354476690, output_fired_time: 0.0000000000, propagate_forward_time: 60.2931442261, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1694030762
validation[          , genome 15552] predictions:    9867/  10000 (98.67%), best:    9887/10000 (98.87%), error:       476.29102, best error:       394.99710 on epoch:    30, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 799.9904174805s, input_fired_time: 10.6849136353, output_fired_time: 10.0563755035, propagate_forward_time: 300.0012817383, propagate_backward_time: 467.3054809570, weight_update_time: 0.8733427525, other_time: 11.9423217773
epoch time: 63.8011589050s, input_fired_time: 1.3368704319, output_fired_time: 0.0000000000, propagate_forward_time: 60.3273582458, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1369285583
validation[          , genome 15552] predictions:    9885/  10000 (98.85%), best:    9887/10000 (98.87%), error:       401.67966, best error:       394.99710 on epoch:    30, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 798.3001708984s, input_fired_time: 10.6969089508, output_fired_time: 10.0569067001, propagate_forward_time: 299.3595275879, propagate_backward_time: 466.1349487305, weight_update_time: 0.8726712465, other_time: 12.0519104004
epoch time: 63.8165931702s, input_fired_time: 1.3472689390, output_fired_time: 0.0000000000, propagate_forward_time: 60.2185058594, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2508201599
validation[          , genome 15552] predictions:    9869/  10000 (98.69%), best:    9887/10000 (98.87%), error:       442.17932, best error:       394.99710 on epoch:    30, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 797.1104736328s, input_fired_time: 10.6670570374, output_fired_time: 9.9918079376, propagate_forward_time: 299.2673034668, propagate_backward_time: 465.2283325195, weight_update_time: 0.8672948480, other_time: 11.9559631348
epoch time: 63.4097785950s, input_fired_time: 1.3257341385, output_fired_time: 0.0000000000, propagate_forward_time: 59.9492454529, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1347999573
validation[          , genome 15552] predictions:    9869/  10000 (98.69%), best:    9887/10000 (98.87%), error:       448.35019, best error:       394.99710 on epoch:    30, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 798.6624145508s, input_fired_time: 10.7123231888, output_fired_time: 10.0191802979, propagate_forward_time: 299.7897644043, propagate_backward_time: 466.0654907227, weight_update_time: 0.8903534412, other_time: 12.0756530762
epoch time: 63.3569145203s, input_fired_time: 1.3295587301, output_fired_time: 0.0000000000, propagate_forward_time: 59.8601226807, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1672325134
validation[          , genome 15552] predictions:    9870/  10000 (98.70%), best:    9887/10000 (98.87%), error:       431.06625, best error:       394.99710 on epoch:    30, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 800.6274414063s, input_fired_time: 10.7286262512, output_fired_time: 10.0346689224, propagate_forward_time: 300.3204650879, propagate_backward_time: 467.5356140137, weight_update_time: 0.8717333674, other_time: 12.0080566406
epoch time: 63.6147804260s, input_fired_time: 1.3267153502, output_fired_time: 0.0000000000, propagate_forward_time: 60.1474189758, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1406478882
validation[          , genome 15552] predictions:    9865/  10000 (98.65%), best:    9887/10000 (98.87%), error:       447.47275, best error:       394.99710 on epoch:    30, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 799.7083129883s, input_fired_time: 10.7113180161, output_fired_time: 10.0237550735, propagate_forward_time: 300.1911315918, propagate_backward_time: 466.8497619629, weight_update_time: 0.8742324710, other_time: 11.9323730469
epoch time: 63.9576263428s, input_fired_time: 1.3468410969, output_fired_time: 0.0000000000, propagate_forward_time: 60.3820190430, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2287673950
validation[          , genome 15552] predictions:    9869/  10000 (98.69%), best:    9887/10000 (98.87%), error:       423.12286, best error:       394.99710 on epoch:    30, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 800.3319091797s, input_fired_time: 10.6930217743, output_fired_time: 10.0338144302, propagate_forward_time: 300.3341064453, propagate_backward_time: 467.2586059570, weight_update_time: 0.8790996075, other_time: 12.0123901367
epoch time: 63.7721328735s, input_fired_time: 1.3362101316, output_fired_time: 0.0000000000, propagate_forward_time: 60.1788673401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2570571899
validation[          , genome 15552] predictions:    9822/  10000 (98.22%), best:    9887/10000 (98.87%), error:       524.87561, best error:       394.99710 on epoch:    30, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 800.4758911133s, input_fired_time: 10.7449455261, output_fired_time: 10.0273056030, propagate_forward_time: 300.6601257324, propagate_backward_time: 466.9961853027, weight_update_time: 0.8820143342, other_time: 12.0473632813
epoch time: 63.8485412598s, input_fired_time: 1.3432539701, output_fired_time: 0.0000000000, propagate_forward_time: 60.3048667908, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2004203796
validation[          , genome 15552] predictions:    9888/  10000 (98.88%), best:    9888/10000 (98.88%), error:       373.69183, best error:       373.69183 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 798.7645874023s, input_fired_time: 10.6913347244, output_fired_time: 10.0022611618, propagate_forward_time: 299.8284912109, propagate_backward_time: 466.4932861328, weight_update_time: 0.8717195988, other_time: 11.7492065430
epoch time: 63.0812454224s, input_fired_time: 1.3265725374, output_fired_time: 0.0000000000, propagate_forward_time: 59.5960121155, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1586608887
validation[          , genome 15552] predictions:    9895/  10000 (98.95%), best:    9895/10000 (98.95%), error:       354.37900, best error:       354.37900 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 797.5180053711s, input_fired_time: 10.6626501083, output_fired_time: 9.9675931931, propagate_forward_time: 299.5237426758, propagate_backward_time: 465.4249572754, weight_update_time: 0.8642315269, other_time: 11.9390563965
epoch time: 63.0587501526s, input_fired_time: 1.3126683235, output_fired_time: 0.0000000000, propagate_forward_time: 59.6150665283, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1310157776
validation[          , genome 15552] predictions:    9872/  10000 (98.72%), best:    9895/10000 (98.95%), error:       441.64566, best error:       354.37900 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 797.0957641602s, input_fired_time: 10.6465492249, output_fired_time: 9.9504470825, propagate_forward_time: 299.3106079102, propagate_backward_time: 465.4158630371, weight_update_time: 0.8647676706, other_time: 11.7723083496
epoch time: 63.5423278809s, input_fired_time: 1.3307104111, output_fired_time: 0.0000000000, propagate_forward_time: 60.0856475830, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1259689331
validation[          , genome 15552] predictions:    9857/  10000 (98.57%), best:    9895/10000 (98.95%), error:       458.94406, best error:       354.37900 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 800.3121948242s, input_fired_time: 10.6724271774, output_fired_time: 10.0103521347, propagate_forward_time: 300.3933715820, propagate_backward_time: 467.3207092285, weight_update_time: 0.8801469803, other_time: 11.9153137207
epoch time: 63.2197570801s, input_fired_time: 1.3202544451, output_fired_time: 0.0000000000, propagate_forward_time: 59.8029785156, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0965232849
validation[          , genome 15552] predictions:    9881/  10000 (98.81%), best:    9895/10000 (98.95%), error:       385.90073, best error:       354.37900 on epoch:    42, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 801.4113159180s, input_fired_time: 10.6963891983, output_fired_time: 10.0172052383, propagate_forward_time: 300.9502258301, propagate_backward_time: 467.8854064941, weight_update_time: 0.8767912984, other_time: 11.8620605469
epoch time: 62.9039154053s, input_fired_time: 1.3075720072, output_fired_time: 0.0000000000, propagate_forward_time: 59.5251693726, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0711746216
validation[          , genome 15552] predictions:    9869/  10000 (98.69%), best:    9895/10000 (98.95%), error:       428.21808, best error:       354.37900 on epoch:    42, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 800.1951904297s, input_fired_time: 10.7047510147, output_fired_time: 10.0132713318, propagate_forward_time: 300.5756225586, propagate_backward_time: 466.9048767090, weight_update_time: 0.8790110350, other_time: 11.9966735840
epoch time: 63.5140304565s, input_fired_time: 1.3269522190, output_fired_time: 0.0000000000, propagate_forward_time: 60.0269508362, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1601257324
validation[          , genome 15552] predictions:    9870/  10000 (98.70%), best:    9895/10000 (98.95%), error:       430.15469, best error:       354.37900 on epoch:    42, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 800.0480346680s, input_fired_time: 10.7073030472, output_fired_time: 10.0267543793, propagate_forward_time: 300.4153137207, propagate_backward_time: 466.9976501465, weight_update_time: 0.8648295999, other_time: 11.9010620117
epoch time: 63.4640426636s, input_fired_time: 1.3409435749, output_fired_time: 0.0000000000, propagate_forward_time: 59.9303207397, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1927795410
validation[          , genome 15552] predictions:    9876/  10000 (98.76%), best:    9895/10000 (98.95%), error:       417.63824, best error:       354.37900 on epoch:    42, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 800.2808227539s, input_fired_time: 10.7057275772, output_fired_time: 10.0296897888, propagate_forward_time: 300.4945983887, propagate_backward_time: 467.0521850586, weight_update_time: 0.8732553720, other_time: 11.9986267090
epoch time: 63.8649215698s, input_fired_time: 1.3505091667, output_fired_time: 0.0000000000, propagate_forward_time: 60.2500724792, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2643394470
validation[          , genome 15552] predictions:    9888/  10000 (98.88%), best:    9895/10000 (98.95%), error:       376.05441, best error:       354.37900 on epoch:    42, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 800.0570678711s, input_fired_time: 10.6700849533, output_fired_time: 9.9860506058, propagate_forward_time: 300.4307861328, propagate_backward_time: 467.0958557129, weight_update_time: 0.8717311621, other_time: 11.8742980957
epoch time: 63.5741729736s, input_fired_time: 1.3397197723, output_fired_time: 0.0000000000, propagate_forward_time: 60.0315704346, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2028808594
validation[          , genome 15552] predictions:    9855/  10000 (98.55%), best:    9895/10000 (98.95%), error:       471.18777, best error:       354.37900 on epoch:    42, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 798.5045776367s, input_fired_time: 10.6586914063, output_fired_time: 9.9660835266, propagate_forward_time: 299.7407531738, propagate_backward_time: 466.4004821777, weight_update_time: 0.8617804646, other_time: 11.7385864258
epoch time: 63.5316162109s, input_fired_time: 1.3128564358, output_fired_time: 0.0000000000, propagate_forward_time: 60.1618995667, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0568618774
validation[          , genome 15552] predictions:    9856/  10000 (98.56%), best:    9895/10000 (98.95%), error:       494.51376, best error:       354.37900 on epoch:    42, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 800.6600952148s, input_fired_time: 10.6903572083, output_fired_time: 9.9813556671, propagate_forward_time: 300.5926513672, propagate_backward_time: 467.6219482422, weight_update_time: 0.8626135588, other_time: 11.7737426758
epoch time: 63.6332702637s, input_fired_time: 1.3198943138, output_fired_time: 0.0000000000, propagate_forward_time: 60.1919593811, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1214179993
validation[          , genome 15552] predictions:    9870/  10000 (98.70%), best:    9895/10000 (98.95%), error:       458.27698, best error:       354.37900 on epoch:    42, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 799.9995117188s, input_fired_time: 10.6822462082, output_fired_time: 9.9808835983, propagate_forward_time: 300.1996765137, propagate_backward_time: 467.3011779785, weight_update_time: 0.8692593575, other_time: 11.8355102539
epoch time: 62.9348258972s, input_fired_time: 1.3250904083, output_fired_time: 0.0000000000, propagate_forward_time: 59.4820251465, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1277084351
validation[          , genome 15552] predictions:    9881/  10000 (98.81%), best:    9895/10000 (98.95%), error:       380.85928, best error:       354.37900 on epoch:    42, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 799.8947143555s, input_fired_time: 10.6513147354, output_fired_time: 9.9724636078, propagate_forward_time: 300.5313720703, propagate_backward_time: 467.1911010742, weight_update_time: 0.8583095670, other_time: 11.5484619141
epoch time: 63.0421638489s, input_fired_time: 1.3102579117, output_fired_time: 0.0000000000, propagate_forward_time: 59.6293373108, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1025695801
validation[          , genome 15552] predictions:    9887/  10000 (98.87%), best:    9887/10000 (98.87%), error:       352.36847, best error:       352.36847 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 796.5014038086s, input_fired_time: 10.6056718826, output_fired_time: 9.9081401825, propagate_forward_time: 298.9616088867, propagate_backward_time: 465.4836425781, weight_update_time: 0.8451193571, other_time: 11.5423583984
epoch time: 63.3150291443s, input_fired_time: 1.3117580414, output_fired_time: 0.0000000000, propagate_forward_time: 59.9188346863, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0844383240
validation[          , genome 15552] predictions:    9864/  10000 (98.64%), best:    9887/10000 (98.87%), error:       430.24915, best error:       352.36847 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 799.6490478516s, input_fired_time: 10.5999479294, output_fired_time: 9.9619045258, propagate_forward_time: 300.2991027832, propagate_backward_time: 467.3779296875, weight_update_time: 0.8447142243, other_time: 11.4101257324
epoch time: 63.3398017883s, input_fired_time: 1.3082966805, output_fired_time: 0.0000000000, propagate_forward_time: 60.0151786804, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0163269043
validation[          , genome 15552] predictions:    9892/  10000 (98.92%), best:    9892/10000 (98.92%), error:       344.75330, best error:       344.75330 on epoch:    56, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 799.5697631836s, input_fired_time: 10.6022415161, output_fired_time: 9.9289836884, propagate_forward_time: 300.4568786621, propagate_backward_time: 467.1844177246, weight_update_time: 0.8467729092, other_time: 11.3972778320
epoch time: 63.5745277405s, input_fired_time: 1.3228098154, output_fired_time: 0.0000000000, propagate_forward_time: 60.1747436523, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0769729614
validation[          , genome 15552] predictions:    9881/  10000 (98.81%), best:    9892/10000 (98.92%), error:       384.35828, best error:       344.75330 on epoch:    56, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 796.5430908203s, input_fired_time: 10.5758514404, output_fired_time: 9.9034948349, propagate_forward_time: 299.4303894043, propagate_backward_time: 465.1991577148, weight_update_time: 0.8453809023, other_time: 11.4341735840
epoch time: 63.4095001221s, input_fired_time: 1.3163433075, output_fired_time: 0.0000000000, propagate_forward_time: 59.9811019897, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1120529175
validation[          , genome 15552] predictions:    9880/  10000 (98.80%), best:    9892/10000 (98.92%), error:       379.88995, best error:       344.75330 on epoch:    56, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 797.2255859375s, input_fired_time: 10.6047811508, output_fired_time: 9.8903589249, propagate_forward_time: 299.5766296387, propagate_backward_time: 465.7229309082, weight_update_time: 0.8455167413, other_time: 11.4308471680
epoch time: 63.4532852173s, input_fired_time: 1.3179980516, output_fired_time: 0.0000000000, propagate_forward_time: 60.0992546082, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0360336304
validation[          , genome 15552] predictions:    9898/  10000 (98.98%), best:    9898/10000 (98.98%), error:       340.67429, best error:       340.67429 on epoch:    59, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 798.5208129883s, input_fired_time: 10.6194505692, output_fired_time: 9.9039154053, propagate_forward_time: 299.8836669922, propagate_backward_time: 466.5808105469, weight_update_time: 0.8550592065, other_time: 11.5329589844
epoch time: 63.5144691467s, input_fired_time: 1.3205218315, output_fired_time: 0.0000000000, propagate_forward_time: 60.0784530640, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1154937744
validation[          , genome 15552] predictions:    9897/  10000 (98.97%), best:    9898/10000 (98.98%), error:       364.80850, best error:       340.67429 on epoch:    59, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 799.5723876953s, input_fired_time: 10.6648731232, output_fired_time: 9.9742584229, propagate_forward_time: 300.1864624023, propagate_backward_time: 467.0983276367, weight_update_time: 0.8473820686, other_time: 11.6484985352
epoch time: 63.7736358643s, input_fired_time: 1.3257622719, output_fired_time: 0.0000000000, propagate_forward_time: 60.3371467590, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1107254028
validation[          , genome 15552] predictions:    9895/  10000 (98.95%), best:    9895/10000 (98.95%), error:       340.57333, best error:       340.57333 on epoch:    61, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 800.5537109375s, input_fired_time: 10.6370878220, output_fired_time: 9.9312419891, propagate_forward_time: 300.6208190918, propagate_backward_time: 467.7932434082, weight_update_time: 0.8489122391, other_time: 11.5713500977
epoch time: 63.5523948669s, input_fired_time: 1.3205497265, output_fired_time: 0.0000000000, propagate_forward_time: 60.1658935547, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0659523010
validation[          , genome 15552] predictions:    9894/  10000 (98.94%), best:    9895/10000 (98.95%), error:       353.43213, best error:       340.57333 on epoch:    61, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 797.6236572266s, input_fired_time: 10.5848627090, output_fired_time: 9.8923826218, propagate_forward_time: 300.0909729004, propagate_backward_time: 465.7875671387, weight_update_time: 0.8387677670, other_time: 11.2678833008
epoch time: 63.6040306091s, input_fired_time: 1.3125178814, output_fired_time: 0.0000000000, propagate_forward_time: 60.3013229370, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9901885986
validation[          , genome 15552] predictions:    9896/  10000 (98.96%), best:    9895/10000 (98.95%), error:       344.52380, best error:       340.57333 on epoch:    61, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 799.6130371094s, input_fired_time: 10.5766754150, output_fired_time: 9.8865661621, propagate_forward_time: 300.6206359863, propagate_backward_time: 467.4677124023, weight_update_time: 0.8276817203, other_time: 11.0614318848
epoch time: 63.2258338928s, input_fired_time: 1.3083397150, output_fired_time: 0.0000000000, propagate_forward_time: 59.9126052856, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0048904419
validation[          , genome 15552] predictions:    9902/  10000 (99.02%), best:    9902/10000 (99.02%), error:       326.55908, best error:       326.55908 on epoch:    64, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 800.0056152344s, input_fired_time: 10.6004505157, output_fired_time: 9.9047307968, propagate_forward_time: 300.5706481934, propagate_backward_time: 467.6455688477, weight_update_time: 0.8366371989, other_time: 11.2842102051
epoch time: 63.6582298279s, input_fired_time: 1.3193912506, output_fired_time: 0.0000000000, propagate_forward_time: 60.3271255493, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0117111206
validation[          , genome 15552] predictions:    9908/  10000 (99.08%), best:    9902/10000 (99.02%), error:       327.19904, best error:       326.55908 on epoch:    64, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 798.6973876953s, input_fired_time: 10.5993328094, output_fired_time: 9.9050445557, propagate_forward_time: 300.1582336426, propagate_backward_time: 466.7096862793, weight_update_time: 0.8384511471, other_time: 11.3251342773
epoch time: 63.3727378845s, input_fired_time: 1.3098727465, output_fired_time: 0.0000000000, propagate_forward_time: 60.0483894348, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0144767761
validation[          , genome 15552] predictions:    9900/  10000 (99.00%), best:    9902/10000 (99.02%), error:       333.80200, best error:       326.55908 on epoch:    64, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 796.2597045898s, input_fired_time: 10.5791301727, output_fired_time: 9.8488178253, propagate_forward_time: 299.3427734375, propagate_backward_time: 465.2588195801, weight_update_time: 0.8324302435, other_time: 11.2301940918
epoch time: 63.1531066895s, input_fired_time: 1.3241000175, output_fired_time: 0.0000000000, propagate_forward_time: 59.7312316895, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0977745056
validation[          , genome 15552] predictions:    9870/  10000 (98.70%), best:    9902/10000 (99.02%), error:       395.10522, best error:       326.55908 on epoch:    64, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 799.8837280273s, input_fired_time: 10.5975694656, output_fired_time: 9.9219980240, propagate_forward_time: 300.9213867188, propagate_backward_time: 467.2319335938, weight_update_time: 0.8345994949, other_time: 11.2108154297
epoch time: 63.1943168640s, input_fired_time: 1.3119170666, output_fired_time: 0.0000000000, propagate_forward_time: 59.8489265442, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0334739685
validation[          , genome 15552] predictions:    9882/  10000 (98.82%), best:    9902/10000 (99.02%), error:       353.38806, best error:       326.55908 on epoch:    64, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 798.3587646484s, input_fired_time: 10.5882453918, output_fired_time: 9.8828334808, propagate_forward_time: 300.2655639648, propagate_backward_time: 466.3445129395, weight_update_time: 0.8386780024, other_time: 11.2776184082
epoch time: 62.9473762512s, input_fired_time: 1.3116587400, output_fired_time: 0.0000000000, propagate_forward_time: 59.5819511414, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0537681580
validation[          , genome 15552] predictions:    9902/  10000 (99.02%), best:    9902/10000 (99.02%), error:       335.45975, best error:       326.55908 on epoch:    64, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 798.2319335938s, input_fired_time: 10.6068248749, output_fired_time: 9.9228134155, propagate_forward_time: 300.0373840332, propagate_backward_time: 466.4383850098, weight_update_time: 0.8348908424, other_time: 11.2265625000
epoch time: 63.1690711975s, input_fired_time: 1.3083165884, output_fired_time: 0.0000000000, propagate_forward_time: 59.8536262512, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0071296692
validation[          , genome 15552] predictions:    9900/  10000 (99.00%), best:    9902/10000 (99.02%), error:       343.24261, best error:       326.55908 on epoch:    64, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 797.7879028320s, input_fired_time: 10.5758533478, output_fired_time: 9.8580961227, propagate_forward_time: 299.8955383301, propagate_backward_time: 466.3202819824, weight_update_time: 0.8362370133, other_time: 11.1381225586
epoch time: 63.3979377747s, input_fired_time: 1.3201537132, output_fired_time: 0.0000000000, propagate_forward_time: 59.9998626709, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0779228210
validation[          , genome 15552] predictions:    9909/  10000 (99.09%), best:    9902/10000 (99.02%), error:       331.74969, best error:       326.55908 on epoch:    64, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 797.0578002930s, input_fired_time: 10.4972381592, output_fired_time: 9.8464155197, propagate_forward_time: 300.0192565918, propagate_backward_time: 466.0345764160, weight_update_time: 0.8056312203, other_time: 10.6602783203
epoch time: 63.2802391052s, input_fired_time: 1.2891811132, output_fired_time: 0.0000000000, propagate_forward_time: 60.1224937439, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8685646057
validation[          , genome 15552] predictions:    9884/  10000 (98.84%), best:    9902/10000 (99.02%), error:       373.96927, best error:       326.55908 on epoch:    64, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 795.5464477539s, input_fired_time: 10.4279813766, output_fired_time: 9.8081541061, propagate_forward_time: 299.6920776367, propagate_backward_time: 465.3442993164, weight_update_time: 0.7881884575, other_time: 10.2739257813
epoch time: 62.4269142151s, input_fired_time: 1.2839950323, output_fired_time: 0.0000000000, propagate_forward_time: 59.2572746277, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8856430054
validation[          , genome 15552] predictions:    9891/  10000 (98.91%), best:    9902/10000 (99.02%), error:       356.78531, best error:       326.55908 on epoch:    64, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 798.2722167969s, input_fired_time: 10.4521856308, output_fired_time: 9.8277454376, propagate_forward_time: 300.8071289063, propagate_backward_time: 466.8841247559, weight_update_time: 0.7904924750, other_time: 10.3009948730
epoch time: 63.5204696655s, input_fired_time: 1.2992680073, output_fired_time: 0.0000000000, propagate_forward_time: 60.3725013733, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8487014771
validation[          , genome 15552] predictions:    9898/  10000 (98.98%), best:    9902/10000 (99.02%), error:       328.44534, best error:       326.55908 on epoch:    64, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 794.9755249023s, input_fired_time: 10.4222116470, output_fired_time: 9.7888565063, propagate_forward_time: 299.1361694336, propagate_backward_time: 465.3257446289, weight_update_time: 0.7897482514, other_time: 10.3024902344
epoch time: 62.7858009338s, input_fired_time: 1.2824760675, output_fired_time: 0.0000000000, propagate_forward_time: 59.6721725464, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8311538696
validation[          , genome 15552] predictions:    9896/  10000 (98.96%), best:    9902/10000 (99.02%), error:       340.66528, best error:       326.55908 on epoch:    64, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 797.3051757813s, input_fired_time: 10.4457540512, output_fired_time: 9.8147630692, propagate_forward_time: 299.9469299316, propagate_backward_time: 466.7560424805, weight_update_time: 0.7899083495, other_time: 10.3417053223
epoch time: 63.3090705872s, input_fired_time: 1.2944390774, output_fired_time: 0.0000000000, propagate_forward_time: 60.1597175598, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8549156189
validation[          , genome 15552] predictions:    9907/  10000 (99.07%), best:    9902/10000 (99.02%), error:       336.91205, best error:       326.55908 on epoch:    64, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 794.8925781250s, input_fired_time: 10.4249439240, output_fired_time: 9.7895231247, propagate_forward_time: 299.3702697754, propagate_backward_time: 465.0536499023, weight_update_time: 0.7869792581, other_time: 10.2541809082
epoch time: 63.5130500793s, input_fired_time: 1.2950342894, output_fired_time: 0.0000000000, propagate_forward_time: 60.3296928406, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8883247375
validation[          , genome 15552] predictions:    9885/  10000 (98.85%), best:    9902/10000 (99.02%), error:       405.92822, best error:       326.55908 on epoch:    64, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 798.1577148438s, input_fired_time: 10.4671573639, output_fired_time: 9.8544578552, propagate_forward_time: 300.4833374023, propagate_backward_time: 466.9281616211, weight_update_time: 0.7907212377, other_time: 10.4246215820
epoch time: 63.1748619080s, input_fired_time: 1.2906367779, output_fired_time: 0.0000000000, propagate_forward_time: 59.9963417053, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8878822327
validation[          , genome 15552] predictions:    9906/  10000 (99.06%), best:    9906/10000 (99.06%), error:       325.14517, best error:       325.14517 on epoch:    78, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 798.3883056641s, input_fired_time: 10.4622545242, output_fired_time: 9.8432416916, propagate_forward_time: 300.5069580078, propagate_backward_time: 467.2430419922, weight_update_time: 0.7896170616, other_time: 10.3327636719
epoch time: 64.1694793701s, input_fired_time: 1.3103954792, output_fired_time: 0.0000000000, propagate_forward_time: 61.0105323792, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8485527039
validation[          , genome 15552] predictions:    9898/  10000 (98.98%), best:    9906/10000 (99.06%), error:       328.47919, best error:       325.14517 on epoch:    78, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 796.8178710938s, input_fired_time: 10.4521751404, output_fired_time: 9.8212146759, propagate_forward_time: 299.7113647461, propagate_backward_time: 466.4523620605, weight_update_time: 0.7928625941, other_time: 10.3807678223
epoch time: 63.5136947632s, input_fired_time: 1.2953828573, output_fired_time: 0.0000000000, propagate_forward_time: 60.3789978027, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8393135071
validation[          , genome 15552] predictions:    9898/  10000 (98.98%), best:    9906/10000 (99.06%), error:       351.28909, best error:       325.14517 on epoch:    78, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 799.4379272461s, input_fired_time: 10.4647092819, output_fired_time: 9.8519763947, propagate_forward_time: 300.8460998535, propagate_backward_time: 467.8876342773, weight_update_time: 0.7946442366, other_time: 10.3874816895
epoch time: 63.5128135681s, input_fired_time: 1.3026281595, output_fired_time: 0.0000000000, propagate_forward_time: 60.3078804016, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9023056030
validation[          , genome 15552] predictions:    9911/  10000 (99.11%), best:    9906/10000 (99.06%), error:       331.64703, best error:       325.14517 on epoch:    78, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 798.2202758789s, input_fired_time: 10.4780960083, output_fired_time: 9.8256759644, propagate_forward_time: 300.5650634766, propagate_backward_time: 466.9313659668, weight_update_time: 0.7934318781, other_time: 10.4200744629
epoch time: 63.7116851807s, input_fired_time: 1.3034611940, output_fired_time: 0.0000000000, propagate_forward_time: 60.5607452393, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8474769592
validation[          , genome 15552] predictions:    9901/  10000 (99.01%), best:    9906/10000 (99.06%), error:       336.26025, best error:       325.14517 on epoch:    78, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 798.1307373047s, input_fired_time: 10.4641256332, output_fired_time: 9.8567543030, propagate_forward_time: 300.3839416504, propagate_backward_time: 467.0114135742, weight_update_time: 0.7905257344, other_time: 10.4145202637
epoch time: 63.2537918091s, input_fired_time: 1.2888131142, output_fired_time: 0.0000000000, propagate_forward_time: 60.0940628052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8709144592
validation[          , genome 15552] predictions:    9895/  10000 (98.95%), best:    9906/10000 (99.06%), error:       355.38458, best error:       325.14517 on epoch:    78, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 798.7583618164s, input_fired_time: 10.4834804535, output_fired_time: 9.8426713943, propagate_forward_time: 300.5798645020, propagate_backward_time: 467.3928222656, weight_update_time: 0.7971914411, other_time: 10.4595642090
epoch time: 63.1987075806s, input_fired_time: 1.3004416227, output_fired_time: 0.0000000000, propagate_forward_time: 60.0131187439, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8851470947
validation[          , genome 15552] predictions:    9905/  10000 (99.05%), best:    9906/10000 (99.06%), error:       326.21713, best error:       325.14517 on epoch:    78, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 796.7727661133s, input_fired_time: 10.4772806168, output_fired_time: 9.8155965805, propagate_forward_time: 299.8445739746, propagate_backward_time: 466.2198181152, weight_update_time: 0.7961000800, other_time: 10.4154663086
epoch time: 63.0274429321s, input_fired_time: 1.2877707481, output_fired_time: 0.0000000000, propagate_forward_time: 59.8971061707, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8425674438
validation[          , genome 15552] predictions:    9896/  10000 (98.96%), best:    9906/10000 (99.06%), error:       350.17169, best error:       325.14517 on epoch:    78, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 794.5495605469s, input_fired_time: 10.4504776001, output_fired_time: 9.8086023331, propagate_forward_time: 298.9941101074, propagate_backward_time: 464.9451293945, weight_update_time: 0.7886970639, other_time: 10.3512268066
epoch time: 63.1383895874s, input_fired_time: 1.2916957140, output_fired_time: 0.0000000000, propagate_forward_time: 60.0142745972, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8324203491
validation[          , genome 15552] predictions:    9906/  10000 (99.06%), best:    9906/10000 (99.06%), error:       323.53305, best error:       323.53305 on epoch:    86, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 795.0612792969s, input_fired_time: 10.4676637650, output_fired_time: 9.8030548096, propagate_forward_time: 299.1186218262, propagate_backward_time: 465.3222656250, weight_update_time: 0.7907222509, other_time: 10.3497009277
epoch time: 63.4895248413s, input_fired_time: 1.3027670383, output_fired_time: 0.0000000000, propagate_forward_time: 60.2991714478, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8875846863
validation[          , genome 15552] predictions:    9908/  10000 (99.08%), best:    9906/10000 (99.06%), error:       329.76282, best error:       323.53305 on epoch:    86, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 798.9107055664s, input_fired_time: 10.4855518341, output_fired_time: 9.8537483215, propagate_forward_time: 300.5420532227, propagate_backward_time: 467.6933898926, weight_update_time: 0.7922242880, other_time: 10.3359680176
epoch time: 62.5013885498s, input_fired_time: 1.2863417864, output_fired_time: 0.0000000000, propagate_forward_time: 59.3476409912, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8674049377
validation[          , genome 15552] predictions:    9897/  10000 (98.97%), best:    9906/10000 (99.06%), error:       328.29065, best error:       323.53305 on epoch:    86, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 796.2915039063s, input_fired_time: 10.4787721634, output_fired_time: 9.8077592850, propagate_forward_time: 299.7537536621, propagate_backward_time: 465.8618164063, weight_update_time: 0.7926347852, other_time: 10.3894348145
epoch time: 62.6325912476s, input_fired_time: 1.2913166285, output_fired_time: 0.0000000000, propagate_forward_time: 59.4357604980, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9055137634
validation[          , genome 15552] predictions:    9904/  10000 (99.04%), best:    9906/10000 (99.06%), error:       329.45377, best error:       323.53305 on epoch:    86, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 796.8754272461s, input_fired_time: 10.4783277512, output_fired_time: 9.8213758469, propagate_forward_time: 299.8279113770, propagate_backward_time: 466.3005676270, weight_update_time: 0.7916060090, other_time: 10.4472656250
epoch time: 62.9006958008s, input_fired_time: 1.2930799723, output_fired_time: 0.0000000000, propagate_forward_time: 59.7228279114, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8847885132
validation[          , genome 15552] predictions:    9901/  10000 (99.01%), best:    9901/10000 (99.01%), error:       320.20654, best error:       320.20654 on epoch:    90, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 796.2583618164s, input_fired_time: 10.4767417908, output_fired_time: 9.8042173386, propagate_forward_time: 299.7933044434, propagate_backward_time: 465.7664794922, weight_update_time: 0.7956240177, other_time: 10.4176330566
epoch time: 62.8347549438s, input_fired_time: 1.2849675417, output_fired_time: 0.0000000000, propagate_forward_time: 59.6765518188, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8732337952
validation[          , genome 15552] predictions:    9901/  10000 (99.01%), best:    9901/10000 (99.01%), error:       325.15085, best error:       320.20654 on epoch:    90, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 798.4902343750s, input_fired_time: 10.4997673035, output_fired_time: 9.8480834961, propagate_forward_time: 300.4183044434, propagate_backward_time: 467.3340148926, weight_update_time: 0.7938947082, other_time: 10.3900756836
epoch time: 63.2862091064s, input_fired_time: 1.2990616560, output_fired_time: 0.0000000000, propagate_forward_time: 60.0803604126, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9067878723
validation[          , genome 15552] predictions:    9911/  10000 (99.11%), best:    9901/10000 (99.01%), error:       321.80435, best error:       320.20654 on epoch:    90, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 797.2700805664s, input_fired_time: 10.4857139587, output_fired_time: 9.8169898987, propagate_forward_time: 299.7895812988, propagate_backward_time: 466.7441711426, weight_update_time: 0.7960174680, other_time: 10.4335937500
epoch time: 63.0518989563s, input_fired_time: 1.2945377827, output_fired_time: 0.0000000000, propagate_forward_time: 59.8875999451, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8697624207
validation[          , genome 15552] predictions:    9905/  10000 (99.05%), best:    9901/10000 (99.01%), error:       322.91534, best error:       320.20654 on epoch:    90, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 795.5678710938s, input_fired_time: 10.4763584137, output_fired_time: 9.8202495575, propagate_forward_time: 299.5753479004, propagate_backward_time: 465.3478698730, weight_update_time: 0.7915190458, other_time: 10.3480224609
epoch time: 63.3608169556s, input_fired_time: 1.3024713993, output_fired_time: 0.0000000000, propagate_forward_time: 60.1735153198, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8848304749
validation[          , genome 15552] predictions:    9907/  10000 (99.07%), best:    9901/10000 (99.01%), error:       325.19720, best error:       320.20654 on epoch:    90, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 796.5958862305s, input_fired_time: 10.4727716446, output_fired_time: 9.8187456131, propagate_forward_time: 299.6674499512, propagate_backward_time: 466.2868347168, weight_update_time: 0.7930696607, other_time: 10.3500976563
epoch time: 63.1449127197s, input_fired_time: 1.2998493910, output_fired_time: 0.0000000000, propagate_forward_time: 59.9131431580, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9319190979
validation[          , genome 15552] predictions:    9903/  10000 (99.03%), best:    9903/10000 (99.03%), error:       317.85733, best error:       317.85733 on epoch:    95, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 798.4406738281s, input_fired_time: 10.5086660385, output_fired_time: 9.8144426346, propagate_forward_time: 300.7814941406, propagate_backward_time: 466.8707885742, weight_update_time: 0.7972518206, other_time: 10.4652709961
epoch time: 63.2665023804s, input_fired_time: 1.2948919535, output_fired_time: 0.0000000000, propagate_forward_time: 60.1213912964, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8502197266
validation[          , genome 15552] predictions:    9907/  10000 (99.07%), best:    9903/10000 (99.03%), error:       320.05643, best error:       317.85733 on epoch:    95, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 799.1507568359s, input_fired_time: 10.5063190460, output_fired_time: 9.8539676666, propagate_forward_time: 300.9578857422, propagate_backward_time: 467.3807678223, weight_update_time: 0.7976765037, other_time: 10.4518127441
epoch time: 62.8061866760s, input_fired_time: 1.2970802784, output_fired_time: 0.0000000000, propagate_forward_time: 59.6164932251, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8926124573
validation[          , genome 15552] predictions:    9912/  10000 (99.12%), best:    9912/10000 (99.12%), error:       307.91434, best error:       307.91434 on epoch:    97, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 797.8862304688s, input_fired_time: 10.4931955338, output_fired_time: 9.8255138397, propagate_forward_time: 300.4012756348, propagate_backward_time: 466.7503662109, weight_update_time: 0.7930392623, other_time: 10.4158630371
epoch time: 63.1231575012s, input_fired_time: 1.2952079773, output_fired_time: 0.0000000000, propagate_forward_time: 59.9691772461, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8587722778
validation[          , genome 15552] predictions:    9909/  10000 (99.09%), best:    9912/10000 (99.12%), error:       317.62585, best error:       307.91434 on epoch:    97, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 795.3851928711s, input_fired_time: 10.4844598770, output_fired_time: 9.8160200119, propagate_forward_time: 299.5516967773, propagate_backward_time: 465.1311340332, weight_update_time: 0.7914791703, other_time: 10.4018859863
epoch time: 62.3975639343s, input_fired_time: 1.2925815582, output_fired_time: 0.0000000000, propagate_forward_time: 59.2223243713, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8826560974
validation[          , genome 15552] predictions:    9903/  10000 (99.03%), best:    9912/10000 (99.12%), error:       329.74014, best error:       307.91434 on epoch:    97, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 795.7763061523s, input_fired_time: 10.4691743851, output_fired_time: 9.7957859039, propagate_forward_time: 299.3423767090, propagate_backward_time: 465.7579345703, weight_update_time: 0.7935680151, other_time: 10.4110412598
epoch time: 63.4727478027s, input_fired_time: 1.3028076887, output_fired_time: 0.0000000000, propagate_forward_time: 60.2927398682, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8772010803
validation[          , genome 15552] predictions:    9909/  10000 (99.09%), best:    9912/10000 (99.12%), error:       313.01697, best error:       307.91434 on epoch:    97, 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: 316.0929870605s, input_fired_time: 6.5490918159, output_fired_time: 0.0000000000, propagate_forward_time: 299.9035339355, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 9.6403503418
best training[          , genome 15552] predictions:   50000/  50000 (100.00%), best:    9912/10000 (99.12%), error:       122.59897, best error:       307.91434 on epoch:    97, 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: 63.2148857117s, input_fired_time: 1.2920036316, output_fired_time: 0.0000000000, propagate_forward_time: 60.0471649170, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8757171631
   testing[          , genome 15552] predictions:    9909/  10000 (99.09%), best:    9912/10000 (99.12%), error:       278.09476, best error:       307.91434 on epoch:    97, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
16:20:30 (1936): called boinc_finish(0)

</stderr_txt>
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