Nameexact_genome_1512568488_44_6895_1
Workunit2605783
Created7 Dec 2017, 22:35:18 UTC
Sent7 Dec 2017, 22:45:05 UTC
Report deadline15 Dec 2017, 10:03:46 UTC
Received8 Dec 2017, 14:08:18 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID4945
Run time1 hours 41 min 28 sec
CPU time1 hours 40 min 45 sec
Validate stateValid
Credit1,867.83
Device peak FLOPS5.01 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size155.00 MB
Peak swap size153.16 MB
Peak disk usage1.92 MB

Stderr output

<core_client_version>7.6.22</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.1011761278, output_fired_time: 0.0000000000, propagate_forward_time: 4.0403738022, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2620034218
validation[          , genome  6895] predictions:    9652/  10000 (96.52%), best:    9710/10000 (97.10%), error:      1173.59900, best error:      1002.41479 on epoch:    10, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 55.2148590088s, input_fired_time: 0.8740918636, output_fired_time: 0.8324269652, propagate_forward_time: 20.5450744629, propagate_backward_time: 31.4873142242, weight_update_time: 0.0737321004, other_time: 1.4759502411
epoch time: 4.3997840881s, input_fired_time: 0.1004414111, output_fired_time: 0.0000000000, propagate_forward_time: 4.0379858017, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2613568306
validation[          , genome  6895] predictions:    9663/  10000 (96.63%), best:    9710/10000 (97.10%), error:      1059.30652, best error:      1002.41479 on epoch:    10, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 55.2093048096s, input_fired_time: 0.8722626567, output_fired_time: 0.8380923867, propagate_forward_time: 20.4864597321, propagate_backward_time: 31.5295753479, weight_update_time: 0.0744189173, other_time: 1.4829139709
epoch time: 4.4458875656s, input_fired_time: 0.1022858620, output_fired_time: 0.0000000000, propagate_forward_time: 4.0862464905, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2573552132
validation[          , genome  6895] predictions:    9719/  10000 (97.19%), best:    9719/10000 (97.19%), error:       960.70447, best error:       960.70447 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 55.2185821533s, input_fired_time: 0.8734710813, output_fired_time: 0.8304564953, propagate_forward_time: 20.5534534454, propagate_backward_time: 31.4754047394, weight_update_time: 0.0740979016, other_time: 1.4857997894
epoch time: 4.3125386238s, input_fired_time: 0.1002806500, output_fired_time: 0.0000000000, propagate_forward_time: 3.9545800686, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2576777935
validation[          , genome  6895] predictions:    9720/  10000 (97.20%), best:    9719/10000 (97.19%), error:       974.48895, best error:       960.70447 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 54.9492912292s, input_fired_time: 0.8713913560, output_fired_time: 0.8279716969, propagate_forward_time: 20.4548778534, propagate_backward_time: 31.3190574646, weight_update_time: 0.0733570158, other_time: 1.4759941101
epoch time: 4.4545569420s, input_fired_time: 0.1028680503, output_fired_time: 0.0000000000, propagate_forward_time: 4.0887160301, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2629728317
validation[          , genome  6895] predictions:    9635/  10000 (96.35%), best:    9719/10000 (97.19%), error:      1195.43335, best error:       960.70447 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 53.9500160217s, input_fired_time: 0.8595626950, output_fired_time: 0.8153988123, propagate_forward_time: 19.9942474365, propagate_backward_time: 30.8089141846, weight_update_time: 0.0733654723, other_time: 1.4718933105
epoch time: 4.3126425743s, input_fired_time: 0.0992371887, output_fired_time: 0.0000000000, propagate_forward_time: 3.9511644840, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2622411251
validation[          , genome  6895] predictions:    9678/  10000 (96.78%), best:    9719/10000 (97.19%), error:      1061.18347, best error:       960.70447 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 55.3167343140s, input_fired_time: 0.8727843761, output_fired_time: 0.8392945528, propagate_forward_time: 20.4904861450, propagate_backward_time: 31.6149749756, weight_update_time: 0.0743802562, other_time: 1.4991950989
epoch time: 4.4138426781s, input_fired_time: 0.1013806984, output_fired_time: 0.0000000000, propagate_forward_time: 4.0466561317, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2658057213
validation[          , genome  6895] predictions:    9710/  10000 (97.10%), best:    9710/10000 (97.10%), error:       955.96802, best error:       955.96802 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 55.3351631165s, input_fired_time: 0.8673623800, output_fired_time: 0.8235428929, propagate_forward_time: 20.5792827606, propagate_backward_time: 31.5651416779, weight_update_time: 0.0745407343, other_time: 1.4998302460
epoch time: 4.4410195351s, input_fired_time: 0.1019059792, output_fired_time: 0.0000000000, propagate_forward_time: 4.0699777603, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2691359520
validation[          , genome  6895] predictions:    9637/  10000 (96.37%), best:    9710/10000 (97.10%), error:      1196.80164, best error:       955.96802 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 55.3199157715s, input_fired_time: 0.8720539212, output_fired_time: 0.8357460499, propagate_forward_time: 20.6130294800, propagate_backward_time: 31.5022888184, weight_update_time: 0.0737418011, other_time: 1.4967956543
epoch time: 4.4474415779s, input_fired_time: 0.1023734435, output_fired_time: 0.0000000000, propagate_forward_time: 4.0815086365, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2635593414
validation[          , genome  6895] predictions:    9653/  10000 (96.53%), best:    9710/10000 (97.10%), error:      1152.91406, best error:       955.96802 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 55.0576705933s, input_fired_time: 0.8747998476, output_fired_time: 0.8340122700, propagate_forward_time: 20.6151332855, propagate_backward_time: 31.2270431519, weight_update_time: 0.0746244714, other_time: 1.5066833496
epoch time: 4.4396033287s, input_fired_time: 0.1022779346, output_fired_time: 0.0000000000, propagate_forward_time: 4.0748267174, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2624988556
validation[          , genome  6895] predictions:    9711/  10000 (97.11%), best:    9711/10000 (97.11%), error:       917.51202, best error:       917.51202 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 54.8081932068s, input_fired_time: 0.8688524365, output_fired_time: 0.8273222446, propagate_forward_time: 20.4347705841, propagate_backward_time: 31.1918334961, weight_update_time: 0.0732705146, other_time: 1.4854125977
epoch time: 4.4862523079s, input_fired_time: 0.1044743955, output_fired_time: 0.0000000000, propagate_forward_time: 4.1142506599, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2675271034
validation[          , genome  6895] predictions:    9740/  10000 (97.40%), best:    9740/10000 (97.40%), error:       914.81879, best error:       914.81879 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 54.9794273376s, input_fired_time: 0.8696986437, output_fired_time: 0.8255609274, propagate_forward_time: 20.4564781189, propagate_backward_time: 31.3290367126, weight_update_time: 0.0739829466, other_time: 1.4986534119
epoch time: 4.4593381882s, input_fired_time: 0.1024735048, output_fired_time: 0.0000000000, propagate_forward_time: 4.0877256393, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2691388130
validation[          , genome  6895] predictions:    9710/  10000 (97.10%), best:    9740/10000 (97.40%), error:       972.29132, best error:       914.81879 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 55.1303634644s, input_fired_time: 0.8736862540, output_fired_time: 0.8447514772, propagate_forward_time: 20.5413589478, propagate_backward_time: 31.3669052124, weight_update_time: 0.0744401664, other_time: 1.5036582947
epoch time: 4.4478535652s, input_fired_time: 0.1024927199, output_fired_time: 0.0000000000, propagate_forward_time: 4.0772166252, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2681441307
validation[          , genome  6895] predictions:    9709/  10000 (97.09%), best:    9740/10000 (97.40%), error:      1003.37311, best error:       914.81879 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 54.8475723267s, input_fired_time: 0.8679447770, output_fired_time: 0.8249853849, propagate_forward_time: 20.4063320160, propagate_backward_time: 31.2584209442, weight_update_time: 0.0734571368, other_time: 1.4898853302
epoch time: 4.4545221329s, input_fired_time: 0.1031952202, output_fired_time: 0.0000000000, propagate_forward_time: 4.0828528404, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2684741020
validation[          , genome  6895] predictions:    9683/  10000 (96.83%), best:    9740/10000 (97.40%), error:      1078.16565, best error:       914.81879 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 55.1984100342s, input_fired_time: 0.8720304966, output_fired_time: 0.8315538168, propagate_forward_time: 20.5530128479, propagate_backward_time: 31.4466438293, weight_update_time: 0.0737763643, other_time: 1.4951667786
epoch time: 4.4868621826s, input_fired_time: 0.1037002504, output_fired_time: 0.0000000000, propagate_forward_time: 4.1133680344, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2697939873
validation[          , genome  6895] predictions:    9739/  10000 (97.39%), best:    9739/10000 (97.39%), error:       861.40088, best error:       861.40088 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 55.0352249146s, input_fired_time: 0.8728061318, output_fired_time: 0.8354365230, propagate_forward_time: 20.4257583618, propagate_backward_time: 31.4037857056, weight_update_time: 0.0741032511, other_time: 1.4974365234
epoch time: 4.4200582504s, input_fired_time: 0.1022715196, output_fired_time: 0.0000000000, propagate_forward_time: 4.0538582802, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2639284134
validation[          , genome  6895] predictions:    9654/  10000 (96.54%), best:    9739/10000 (97.39%), error:      1110.39465, best error:       861.40088 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 54.8568611145s, input_fired_time: 0.8644039035, output_fired_time: 0.8376421928, propagate_forward_time: 20.1663646698, propagate_backward_time: 31.4909343719, weight_update_time: 0.0740617886, other_time: 1.4975147247
epoch time: 4.4536209106s, input_fired_time: 0.1041830331, output_fired_time: 0.0000000000, propagate_forward_time: 4.0798335075, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2696042061
validation[          , genome  6895] predictions:    9726/  10000 (97.26%), best:    9739/10000 (97.39%), error:       897.11029, best error:       861.40088 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 54.8828239441s, input_fired_time: 0.8726571798, output_fired_time: 0.8222771883, propagate_forward_time: 20.4704589844, propagate_backward_time: 31.2182331085, weight_update_time: 0.0741473138, other_time: 1.4991970062
epoch time: 4.4640436172s, input_fired_time: 0.1027817577, output_fired_time: 0.0000000000, propagate_forward_time: 4.0944752693, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2667865753
validation[          , genome  6895] predictions:    9726/  10000 (97.26%), best:    9739/10000 (97.39%), error:       891.45667, best error:       861.40088 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 54.7848548889s, input_fired_time: 0.8682982326, output_fired_time: 0.8300191760, propagate_forward_time: 20.3587627411, propagate_backward_time: 31.2364463806, weight_update_time: 0.0737481788, other_time: 1.4913291931
epoch time: 4.4821348190s, input_fired_time: 0.1033528671, output_fired_time: 0.0000000000, propagate_forward_time: 4.1079792976, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2708024979
validation[          , genome  6895] predictions:    9717/  10000 (97.17%), best:    9739/10000 (97.39%), error:       905.14441, best error:       861.40088 on epoch:    28, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 55.0740394592s, input_fired_time: 0.8717187643, output_fired_time: 0.8304829001, propagate_forward_time: 20.4911460876, propagate_backward_time: 31.3794021606, weight_update_time: 0.0740458816, other_time: 1.5012893677
epoch time: 4.4459757805s, input_fired_time: 0.1036913246, output_fired_time: 0.0000000000, propagate_forward_time: 4.0749292374, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2673554420
validation[          , genome  6895] predictions:    9745/  10000 (97.45%), best:    9739/10000 (97.39%), error:       908.37012, best error:       861.40088 on epoch:    28, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 55.1335411072s, input_fired_time: 0.8734197021, output_fired_time: 0.8355743289, propagate_forward_time: 20.3711414337, propagate_backward_time: 31.5522975922, weight_update_time: 0.0741623864, other_time: 1.5011081696
epoch time: 4.5104503632s, input_fired_time: 0.1032069698, output_fired_time: 0.0000000000, propagate_forward_time: 4.1359081268, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2713351250
validation[          , genome  6895] predictions:    9737/  10000 (97.37%), best:    9739/10000 (97.39%), error:       886.93500, best error:       861.40088 on epoch:    28, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 55.1173934937s, input_fired_time: 0.8756408095, output_fired_time: 0.8373599052, propagate_forward_time: 20.5112323761, propagate_backward_time: 31.3952827454, weight_update_time: 0.0736368522, other_time: 1.4978752136
epoch time: 4.4106469154s, input_fired_time: 0.1032000482, output_fired_time: 0.0000000000, propagate_forward_time: 4.0465784073, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2608685493
validation[          , genome  6895] predictions:    9649/  10000 (96.49%), best:    9739/10000 (97.39%), error:      1120.88293, best error:       861.40088 on epoch:    28, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 55.3014144897s, input_fired_time: 0.8797001243, output_fired_time: 0.8302165270, propagate_forward_time: 20.5779438019, propagate_backward_time: 31.5242176056, weight_update_time: 0.0738982260, other_time: 1.4893398285
epoch time: 4.4865837097s, input_fired_time: 0.1029630154, output_fired_time: 0.0000000000, propagate_forward_time: 4.1168799400, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2667407990
validation[          , genome  6895] predictions:    9744/  10000 (97.44%), best:    9739/10000 (97.39%), error:       865.19562, best error:       861.40088 on epoch:    28, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 55.1908493042s, input_fired_time: 0.8738228083, output_fired_time: 0.8317628503, propagate_forward_time: 20.4250373840, propagate_backward_time: 31.5651187897, weight_update_time: 0.0743889511, other_time: 1.4951076508
epoch time: 4.5023527145s, input_fired_time: 0.1036247462, output_fired_time: 0.0000000000, propagate_forward_time: 4.1276021004, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2711257935
validation[          , genome  6895] predictions:    9719/  10000 (97.19%), best:    9739/10000 (97.39%), error:       964.02161, best error:       861.40088 on epoch:    28, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 55.1948242188s, input_fired_time: 0.8791278005, output_fired_time: 0.8243108392, propagate_forward_time: 20.7410182953, propagate_backward_time: 31.2497653961, weight_update_time: 0.0740297958, other_time: 1.5006008148
epoch time: 4.5799980164s, input_fired_time: 0.1057720259, output_fired_time: 0.0000000000, propagate_forward_time: 4.2036991119, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2705268860
validation[          , genome  6895] predictions:    9749/  10000 (97.49%), best:    9739/10000 (97.39%), error:       863.50073, best error:       861.40088 on epoch:    28, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 55.2169303894s, input_fired_time: 0.8756955862, output_fired_time: 0.8315855861, propagate_forward_time: 20.5275650024, propagate_backward_time: 31.4831218719, weight_update_time: 0.0743057653, other_time: 1.4989643097
epoch time: 4.5014629364s, input_fired_time: 0.1042240709, output_fired_time: 0.0000000000, propagate_forward_time: 4.1267685890, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2704701424
validation[          , genome  6895] predictions:    9711/  10000 (97.11%), best:    9739/10000 (97.39%), error:       959.06171, best error:       861.40088 on epoch:    28, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 55.3050270081s, input_fired_time: 0.8751838803, output_fired_time: 0.8282558918, propagate_forward_time: 20.5501747131, propagate_backward_time: 31.5492992401, weight_update_time: 0.0745307952, other_time: 1.5021152496
epoch time: 4.4330224991s, input_fired_time: 0.1029814109, output_fired_time: 0.0000000000, propagate_forward_time: 4.0655102730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2645306587
validation[          , genome  6895] predictions:    9753/  10000 (97.53%), best:    9753/10000 (97.53%), error:       857.73889, best error:       857.73889 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 54.8217391968s, input_fired_time: 0.8695599437, output_fired_time: 0.8290315270, propagate_forward_time: 20.3261432648, propagate_backward_time: 31.3031120300, weight_update_time: 0.0743369609, other_time: 1.4938926697
epoch time: 4.4330959320s, input_fired_time: 0.1029939428, output_fired_time: 0.0000000000, propagate_forward_time: 4.0645017624, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2656002045
validation[          , genome  6895] predictions:    9738/  10000 (97.38%), best:    9753/10000 (97.53%), error:       870.51233, best error:       857.73889 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 55.3290405273s, input_fired_time: 0.8783230186, output_fired_time: 0.8396601677, propagate_forward_time: 20.5786743164, propagate_backward_time: 31.5275726318, weight_update_time: 0.0748244077, other_time: 1.5048103333
epoch time: 4.5311536789s, input_fired_time: 0.1044528708, output_fired_time: 0.0000000000, propagate_forward_time: 4.1598491669, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2668514252
validation[          , genome  6895] predictions:    9703/  10000 (97.03%), best:    9753/10000 (97.53%), error:       961.29797, best error:       857.73889 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 55.0958862305s, input_fired_time: 0.8805851340, output_fired_time: 0.8311377764, propagate_forward_time: 20.5907478333, propagate_backward_time: 31.2987213135, weight_update_time: 0.0736281425, other_time: 1.4946937561
epoch time: 4.4627323151s, input_fired_time: 0.1034980565, output_fired_time: 0.0000000000, propagate_forward_time: 4.0932631493, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2659711838
validation[          , genome  6895] predictions:    9756/  10000 (97.56%), best:    9756/10000 (97.56%), error:       827.56885, best error:       827.56885 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 55.2415809631s, input_fired_time: 0.8766029477, output_fired_time: 0.8370117545, propagate_forward_time: 20.4964866638, propagate_backward_time: 31.5328464508, weight_update_time: 0.0744675472, other_time: 1.4986324310
epoch time: 4.5107235909s, input_fired_time: 0.1040550843, output_fired_time: 0.0000000000, propagate_forward_time: 4.1403098106, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2663588524
validation[          , genome  6895] predictions:    9730/  10000 (97.30%), best:    9756/10000 (97.56%), error:       966.06818, best error:       827.56885 on epoch:    43, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 55.4236526489s, input_fired_time: 0.8789218068, output_fired_time: 0.8407900929, propagate_forward_time: 20.5934886932, propagate_backward_time: 31.6135540009, weight_update_time: 0.0742545947, other_time: 1.4968967438
epoch time: 4.5333089828s, input_fired_time: 0.1041940600, output_fired_time: 0.0000000000, propagate_forward_time: 4.1612010002, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2679138184
validation[          , genome  6895] predictions:    9740/  10000 (97.40%), best:    9756/10000 (97.56%), error:       874.51166, best error:       827.56885 on epoch:    43, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 55.1483535767s, input_fired_time: 0.8820485473, output_fired_time: 0.8416025639, propagate_forward_time: 20.5178623199, propagate_backward_time: 31.4081459045, weight_update_time: 0.0737448782, other_time: 1.4986915588
epoch time: 4.4407410622s, input_fired_time: 0.1043497473, output_fired_time: 0.0000000000, propagate_forward_time: 4.0725984573, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2637929916
validation[          , genome  6895] predictions:    9742/  10000 (97.42%), best:    9756/10000 (97.56%), error:       828.39246, best error:       827.56885 on epoch:    43, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 55.2490615845s, input_fired_time: 0.8786141276, output_fired_time: 0.8356574178, propagate_forward_time: 20.4993591309, propagate_backward_time: 31.5353221893, weight_update_time: 0.0746180415, other_time: 1.5001087189
epoch time: 4.3837013245s, input_fired_time: 0.1034176424, output_fired_time: 0.0000000000, propagate_forward_time: 4.0157852173, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2644982338
validation[          , genome  6895] predictions:    9728/  10000 (97.28%), best:    9756/10000 (97.56%), error:       880.36749, best error:       827.56885 on epoch:    43, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 55.0085144043s, input_fired_time: 0.8741686344, output_fired_time: 0.8270429373, propagate_forward_time: 20.3427333832, propagate_backward_time: 31.4698505402, weight_update_time: 0.0739611983, other_time: 1.4947185516
epoch time: 4.4685072899s, input_fired_time: 0.1039470285, output_fired_time: 0.0000000000, propagate_forward_time: 4.0971231461, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2674369812
validation[          , genome  6895] predictions:    9749/  10000 (97.49%), best:    9756/10000 (97.56%), error:       874.01605, best error:       827.56885 on epoch:    43, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 55.3471031189s, input_fired_time: 0.8861511946, output_fired_time: 0.8384681344, propagate_forward_time: 20.6550216675, propagate_backward_time: 31.4798698425, weight_update_time: 0.0731581151, other_time: 1.4875946045
epoch time: 4.4190297127s, input_fired_time: 0.1039639339, output_fired_time: 0.0000000000, propagate_forward_time: 4.0503201485, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2647457123
validation[          , genome  6895] predictions:    9741/  10000 (97.41%), best:    9756/10000 (97.56%), error:       882.11157, best error:       827.56885 on epoch:    43, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 54.8735237122s, input_fired_time: 0.8741542101, output_fired_time: 0.8234124184, propagate_forward_time: 20.3406429291, propagate_backward_time: 31.3477878571, weight_update_time: 0.0738626197, other_time: 1.4875240326
epoch time: 4.4519376755s, input_fired_time: 0.1037184149, output_fired_time: 0.0000000000, propagate_forward_time: 4.0818758011, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2663435936
validation[          , genome  6895] predictions:    9737/  10000 (97.37%), best:    9756/10000 (97.56%), error:       865.28143, best error:       827.56885 on epoch:    43, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 55.1950950623s, input_fired_time: 0.8769511580, output_fired_time: 0.8218274713, propagate_forward_time: 20.5103969574, propagate_backward_time: 31.4865875244, weight_update_time: 0.0742527843, other_time: 1.4993362427
epoch time: 4.4015970230s, input_fired_time: 0.1032855734, output_fired_time: 0.0000000000, propagate_forward_time: 4.0366764069, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2616348267
validation[          , genome  6895] predictions:    9699/  10000 (96.99%), best:    9756/10000 (97.56%), error:       977.35608, best error:       827.56885 on epoch:    43, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 55.5461883545s, input_fired_time: 0.8819743395, output_fired_time: 0.8399081230, propagate_forward_time: 20.6015319824, propagate_backward_time: 31.7155437469, weight_update_time: 0.0750135705, other_time: 1.5072307587
epoch time: 4.5120396614s, input_fired_time: 0.1057144776, output_fired_time: 0.0000000000, propagate_forward_time: 4.1364893913, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2698359489
validation[          , genome  6895] predictions:    9757/  10000 (97.57%), best:    9756/10000 (97.56%), error:       860.82074, best error:       827.56885 on epoch:    43, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 55.0275268555s, input_fired_time: 0.8820322156, output_fired_time: 0.8264030218, propagate_forward_time: 20.5406417847, propagate_backward_time: 31.2827568054, weight_update_time: 0.0735226944, other_time: 1.4956932068
epoch time: 4.4455952644s, input_fired_time: 0.1038111001, output_fired_time: 0.0000000000, propagate_forward_time: 4.0741338730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2676501274
validation[          , genome  6895] predictions:    9751/  10000 (97.51%), best:    9756/10000 (97.56%), error:       846.09052, best error:       827.56885 on epoch:    43, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 54.9674530029s, input_fired_time: 0.8810958266, output_fired_time: 0.8336610794, propagate_forward_time: 20.4843311310, propagate_backward_time: 31.2802009583, weight_update_time: 0.0733572990, other_time: 1.4881629944
epoch time: 4.4477839470s, input_fired_time: 0.1036562696, output_fired_time: 0.0000000000, propagate_forward_time: 4.0782752037, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2658524513
validation[          , genome  6895] predictions:    9735/  10000 (97.35%), best:    9756/10000 (97.56%), error:       891.05396, best error:       827.56885 on epoch:    43, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 55.1902809143s, input_fired_time: 0.8780782223, output_fired_time: 0.8277940750, propagate_forward_time: 20.4515457153, propagate_backward_time: 31.5315971375, weight_update_time: 0.0745297521, other_time: 1.5012664795
epoch time: 4.3795552254s, input_fired_time: 0.1038323119, output_fired_time: 0.0000000000, propagate_forward_time: 4.0099067688, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2658162117
validation[          , genome  6895] predictions:    9707/  10000 (97.07%), best:    9756/10000 (97.56%), error:       996.48981, best error:       827.56885 on epoch:    43, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 55.1992034912s, input_fired_time: 0.8847962618, output_fired_time: 0.8359780312, propagate_forward_time: 20.5806045532, propagate_backward_time: 31.4007892609, weight_update_time: 0.0742707029, other_time: 1.4970340729
epoch time: 4.4029655457s, input_fired_time: 0.1036969200, output_fired_time: 0.0000000000, propagate_forward_time: 4.0387754440, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2604932785
validation[          , genome  6895] predictions:    9736/  10000 (97.36%), best:    9756/10000 (97.56%), error:       854.99292, best error:       827.56885 on epoch:    43, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 55.3558197021s, input_fired_time: 0.8862125874, output_fired_time: 0.8351292014, propagate_forward_time: 20.6553916931, propagate_backward_time: 31.4694938660, weight_update_time: 0.0748164579, other_time: 1.5095939636
epoch time: 4.4564843178s, input_fired_time: 0.1042782813, output_fired_time: 0.0000000000, propagate_forward_time: 4.0885529518, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2636532784
validation[          , genome  6895] predictions:    9718/  10000 (97.18%), best:    9756/10000 (97.56%), error:       924.73578, best error:       827.56885 on epoch:    43, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 55.0019073486s, input_fired_time: 0.8856880665, output_fired_time: 0.8371936083, propagate_forward_time: 20.4994029999, propagate_backward_time: 31.2916812897, weight_update_time: 0.0734102950, other_time: 1.4879436493
epoch time: 4.3422484398s, input_fired_time: 0.1023908257, output_fired_time: 0.0000000000, propagate_forward_time: 3.9789316654, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2609260082
validation[          , genome  6895] predictions:    9677/  10000 (96.77%), best:    9756/10000 (97.56%), error:      1066.51868, best error:       827.56885 on epoch:    43, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 54.8097038269s, input_fired_time: 0.8753937483, output_fired_time: 0.8319901824, propagate_forward_time: 20.3194160461, propagate_backward_time: 31.2899818420, weight_update_time: 0.0740912408, other_time: 1.4929237366
epoch time: 4.5159130096s, input_fired_time: 0.1060917825, output_fired_time: 0.0000000000, propagate_forward_time: 4.1406512260, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2691698074
validation[          , genome  6895] predictions:    9751/  10000 (97.51%), best:    9751/10000 (97.51%), error:       818.16156, best error:       818.16156 on epoch:    59, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 55.1501808167s, input_fired_time: 0.8830586076, output_fired_time: 0.8307456970, propagate_forward_time: 20.4417324066, propagate_backward_time: 31.4972114563, weight_update_time: 0.0740556940, other_time: 1.4974327087
epoch time: 4.4573593140s, input_fired_time: 0.1044679880, output_fired_time: 0.0000000000, propagate_forward_time: 4.0800609589, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2728304863
validation[          , genome  6895] predictions:    9713/  10000 (97.13%), best:    9751/10000 (97.51%), error:      1007.40131, best error:       818.16156 on epoch:    59, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 55.4545860291s, input_fired_time: 0.8882981539, output_fired_time: 0.8385446072, propagate_forward_time: 20.6670112610, propagate_backward_time: 31.5528202057, weight_update_time: 0.0749157965, other_time: 1.5079135895
epoch time: 4.4414305687s, input_fired_time: 0.1054947898, output_fired_time: 0.0000000000, propagate_forward_time: 4.0716066360, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2643289566
validation[          , genome  6895] predictions:    9752/  10000 (97.52%), best:    9752/10000 (97.52%), error:       794.57892, best error:       794.57892 on epoch:    61, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 54.9607963562s, input_fired_time: 0.8820818067, output_fired_time: 0.8260303736, propagate_forward_time: 20.3629856110, propagate_backward_time: 31.3850097656, weight_update_time: 0.0747690871, other_time: 1.5046920776
epoch time: 4.4543671608s, input_fired_time: 0.1050726771, output_fired_time: 0.0000000000, propagate_forward_time: 4.0813684464, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2679262161
validation[          , genome  6895] predictions:    9762/  10000 (97.62%), best:    9752/10000 (97.52%), error:       818.43402, best error:       794.57892 on epoch:    61, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 55.1068153381s, input_fired_time: 0.8801701069, output_fired_time: 0.8319102526, propagate_forward_time: 20.3512592316, propagate_backward_time: 31.5404758453, weight_update_time: 0.0748994127, other_time: 1.5030040741
epoch time: 4.4676265717s, input_fired_time: 0.1041581929, output_fired_time: 0.0000000000, propagate_forward_time: 4.0942726135, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2691955566
validation[          , genome  6895] predictions:    9739/  10000 (97.39%), best:    9752/10000 (97.52%), error:       830.36151, best error:       794.57892 on epoch:    61, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 55.1372070313s, input_fired_time: 0.8842658997, output_fired_time: 0.8317317963, propagate_forward_time: 20.5218067169, propagate_backward_time: 31.3991069794, weight_update_time: 0.0744670331, other_time: 1.5002994537
epoch time: 4.4962115288s, input_fired_time: 0.1062100753, output_fired_time: 0.0000000000, propagate_forward_time: 4.1239981651, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2660031319
validation[          , genome  6895] predictions:    9688/  10000 (96.88%), best:    9752/10000 (97.52%), error:      1008.05835, best error:       794.57892 on epoch:    61, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 55.3222465515s, input_fired_time: 0.8843218088, output_fired_time: 0.8463935256, propagate_forward_time: 20.4333915710, propagate_backward_time: 31.6568565369, weight_update_time: 0.0743535832, other_time: 1.5012817383
epoch time: 4.4799170494s, input_fired_time: 0.1053225100, output_fired_time: 0.0000000000, propagate_forward_time: 4.1048593521, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2697353363
validation[          , genome  6895] predictions:    9743/  10000 (97.43%), best:    9752/10000 (97.52%), error:       875.11890, best error:       794.57892 on epoch:    61, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 55.1712112427s, input_fired_time: 0.8840467930, output_fired_time: 0.8314535022, propagate_forward_time: 20.5584964752, propagate_backward_time: 31.3909740448, weight_update_time: 0.0743331462, other_time: 1.5062351227
epoch time: 4.5140733719s, input_fired_time: 0.1052915528, output_fired_time: 0.0000000000, propagate_forward_time: 4.1402277946, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2685542107
validation[          , genome  6895] predictions:    9694/  10000 (96.94%), best:    9752/10000 (97.52%), error:       952.34888, best error:       794.57892 on epoch:    61, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 55.2293014526s, input_fired_time: 0.8816778660, output_fired_time: 0.8326806426, propagate_forward_time: 20.4191608429, propagate_backward_time: 31.5879402161, weight_update_time: 0.0751157254, other_time: 1.5078392029
epoch time: 4.5353837013s, input_fired_time: 0.1074823365, output_fired_time: 0.0000000000, propagate_forward_time: 4.1613998413, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2665014267
validation[          , genome  6895] predictions:    9730/  10000 (97.30%), best:    9752/10000 (97.52%), error:       867.55811, best error:       794.57892 on epoch:    61, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 54.9946365356s, input_fired_time: 0.8845284581, output_fired_time: 0.8318196535, propagate_forward_time: 20.3115100861, propagate_backward_time: 31.4696044922, weight_update_time: 0.0743682086, other_time: 1.4971694946
epoch time: 4.5159463882s, input_fired_time: 0.1065615118, output_fired_time: 0.0000000000, propagate_forward_time: 4.1448535919, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2645311356
validation[          , genome  6895] predictions:    9747/  10000 (97.47%), best:    9752/10000 (97.52%), error:       825.66858, best error:       794.57892 on epoch:    61, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 55.0156936646s, input_fired_time: 0.8850973248, output_fired_time: 0.8360560536, propagate_forward_time: 20.3848247528, propagate_backward_time: 31.4156360626, weight_update_time: 0.0738339424, other_time: 1.4940776825
epoch time: 4.4248490334s, input_fired_time: 0.1057095751, output_fired_time: 0.0000000000, propagate_forward_time: 4.0598754883, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2592639923
validation[          , genome  6895] predictions:    9757/  10000 (97.57%), best:    9752/10000 (97.52%), error:       801.08337, best error:       794.57892 on epoch:    61, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 54.9245986938s, input_fired_time: 0.8828634620, output_fired_time: 0.8304157853, propagate_forward_time: 20.3380756378, propagate_backward_time: 31.3780193329, weight_update_time: 0.0742271617, other_time: 1.4952259064
epoch time: 4.4808368683s, input_fired_time: 0.1049431190, output_fired_time: 0.0000000000, propagate_forward_time: 4.1104125977, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2654809952
validation[          , genome  6895] predictions:    9762/  10000 (97.62%), best:    9752/10000 (97.52%), error:       850.04865, best error:       794.57892 on epoch:    61, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 55.0391273499s, input_fired_time: 0.8877238631, output_fired_time: 0.8319295645, propagate_forward_time: 20.3890438080, propagate_backward_time: 31.4308414459, weight_update_time: 0.0745740384, other_time: 1.4995937347
epoch time: 4.3473606110s, input_fired_time: 0.1043717563, output_fired_time: 0.0000000000, propagate_forward_time: 3.9842596054, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2587294579
validation[          , genome  6895] predictions:    9709/  10000 (97.09%), best:    9752/10000 (97.52%), error:       994.93066, best error:       794.57892 on epoch:    61, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 55.0835380554s, input_fired_time: 0.8875012994, output_fired_time: 0.8344941735, propagate_forward_time: 20.4630527496, propagate_backward_time: 31.4000682831, weight_update_time: 0.0740830377, other_time: 1.4984226227
epoch time: 4.5078940392s, input_fired_time: 0.1057315692, output_fired_time: 0.0000000000, propagate_forward_time: 4.1359286308, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2662339211
validation[          , genome  6895] predictions:    9770/  10000 (97.70%), best:    9770/10000 (97.70%), error:       760.26886, best error:       760.26886 on epoch:    72, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 55.0672569275s, input_fired_time: 0.8879544139, output_fired_time: 0.8404973745, propagate_forward_time: 20.4816131592, propagate_backward_time: 31.3694171906, weight_update_time: 0.0736222267, other_time: 1.4877758026
epoch time: 4.3983240128s, input_fired_time: 0.1046003178, output_fired_time: 0.0000000000, propagate_forward_time: 4.0334653854, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2602581978
validation[          , genome  6895] predictions:    9735/  10000 (97.35%), best:    9770/10000 (97.70%), error:       860.41669, best error:       760.26886 on epoch:    72, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 54.9970779419s, input_fired_time: 0.8906688094, output_fired_time: 0.8372504711, propagate_forward_time: 20.5023479462, propagate_backward_time: 31.2791538239, weight_update_time: 0.0734679028, other_time: 1.4876613617
epoch time: 4.6304755211s, input_fired_time: 0.1087530777, output_fired_time: 0.0000000000, propagate_forward_time: 4.2506933212, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2710289955
validation[          , genome  6895] predictions:    9779/  10000 (97.79%), best:    9770/10000 (97.70%), error:       774.57709, best error:       760.26886 on epoch:    72, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 55.1286048889s, input_fired_time: 0.8910369873, output_fired_time: 0.8346053362, propagate_forward_time: 20.4091167450, propagate_backward_time: 31.4913730621, weight_update_time: 0.0748942792, other_time: 1.5024700165
epoch time: 4.4155244827s, input_fired_time: 0.1052569598, output_fired_time: 0.0000000000, propagate_forward_time: 4.0453929901, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2648744583
validation[          , genome  6895] predictions:    9769/  10000 (97.69%), best:    9770/10000 (97.70%), error:       785.67383, best error:       760.26886 on epoch:    72, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 55.4143218994s, input_fired_time: 0.8917525411, output_fired_time: 0.8320066333, propagate_forward_time: 20.6643600464, propagate_backward_time: 31.5161361694, weight_update_time: 0.0753056630, other_time: 1.5100631714
epoch time: 4.4635329247s, input_fired_time: 0.1059599370, output_fired_time: 0.0000000000, propagate_forward_time: 4.0905971527, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2669758797
validation[          , genome  6895] predictions:    9737/  10000 (97.37%), best:    9770/10000 (97.70%), error:       867.93256, best error:       760.26886 on epoch:    72, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 54.9594955444s, input_fired_time: 0.8885552287, output_fired_time: 0.8234496713, propagate_forward_time: 20.5418739319, propagate_backward_time: 31.2152996063, weight_update_time: 0.0738615915, other_time: 1.4903202057
epoch time: 4.4809818268s, input_fired_time: 0.1063409075, output_fired_time: 0.0000000000, propagate_forward_time: 4.1041946411, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2704463005
validation[          , genome  6895] predictions:    9772/  10000 (97.72%), best:    9770/10000 (97.70%), error:       788.57916, best error:       760.26886 on epoch:    72, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 55.3899459839s, input_fired_time: 0.8960486054, output_fired_time: 0.8450528383, propagate_forward_time: 20.6613426208, propagate_backward_time: 31.4807357788, weight_update_time: 0.0746615976, other_time: 1.5067634583
epoch time: 4.5347175598s, input_fired_time: 0.1078151688, output_fired_time: 0.0000000000, propagate_forward_time: 4.1639289856, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2629733086
validation[          , genome  6895] predictions:    9724/  10000 (97.24%), best:    9770/10000 (97.70%), error:       906.10431, best error:       760.26886 on epoch:    72, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 55.0991897583s, input_fired_time: 0.8855766058, output_fired_time: 0.8302965760, propagate_forward_time: 20.3149890900, propagate_backward_time: 31.5700531006, weight_update_time: 0.0745476335, other_time: 1.4982757568
epoch time: 4.5116877556s, input_fired_time: 0.1059965268, output_fired_time: 0.0000000000, propagate_forward_time: 4.1409082413, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2647829056
validation[          , genome  6895] predictions:    9729/  10000 (97.29%), best:    9770/10000 (97.70%), error:       878.80634, best error:       760.26886 on epoch:    72, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 55.3881568909s, input_fired_time: 0.8931028247, output_fired_time: 0.8379103541, propagate_forward_time: 20.5314903259, propagate_backward_time: 31.6220550537, weight_update_time: 0.0745343193, other_time: 1.5035972595
epoch time: 4.5051088333s, input_fired_time: 0.1054471806, output_fired_time: 0.0000000000, propagate_forward_time: 4.1324558258, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2672057152
validation[          , genome  6895] predictions:    9759/  10000 (97.59%), best:    9770/10000 (97.70%), error:       795.52533, best error:       760.26886 on epoch:    72, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 55.4139404297s, input_fired_time: 0.8986318707, output_fired_time: 0.8446913362, propagate_forward_time: 20.6557159424, propagate_backward_time: 31.5263938904, weight_update_time: 0.0734525248, other_time: 1.4885063171
epoch time: 4.4572882652s, input_fired_time: 0.1040955558, output_fired_time: 0.0000000000, propagate_forward_time: 4.0873556137, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2658371925
validation[          , genome  6895] predictions:    9672/  10000 (96.72%), best:    9770/10000 (97.70%), error:      1088.36548, best error:       760.26886 on epoch:    72, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 55.1066398621s, input_fired_time: 0.8916496634, output_fired_time: 0.8306967020, propagate_forward_time: 20.5745639801, propagate_backward_time: 31.3181877136, weight_update_time: 0.0741088912, other_time: 1.4915428162
epoch time: 4.5320730209s, input_fired_time: 0.1077846959, output_fired_time: 0.0000000000, propagate_forward_time: 4.1571679115, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2671203613
validation[          , genome  6895] predictions:    9730/  10000 (97.30%), best:    9770/10000 (97.70%), error:       866.07788, best error:       760.26886 on epoch:    72, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 55.3771743774s, input_fired_time: 0.8980197310, output_fired_time: 0.8378658295, propagate_forward_time: 20.6152782440, propagate_backward_time: 31.5214042664, weight_update_time: 0.0752920955, other_time: 1.5046043396
epoch time: 4.5059318542s, input_fired_time: 0.1072818711, output_fired_time: 0.0000000000, propagate_forward_time: 4.1346440315, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2640061378
validation[          , genome  6895] predictions:    9740/  10000 (97.40%), best:    9770/10000 (97.70%), error:       825.39337, best error:       760.26886 on epoch:    72, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 55.0577087402s, input_fired_time: 0.8922852874, output_fired_time: 0.8296115994, propagate_forward_time: 20.5663967133, propagate_backward_time: 31.2713871002, weight_update_time: 0.0742414594, other_time: 1.4980297089
epoch time: 4.3948631287s, input_fired_time: 0.1049060449, output_fired_time: 0.0000000000, propagate_forward_time: 4.0225176811, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2674393654
validation[          , genome  6895] predictions:    9761/  10000 (97.61%), best:    9770/10000 (97.70%), error:       800.16803, best error:       760.26886 on epoch:    72, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 55.3490295410s, input_fired_time: 0.8925009966, output_fired_time: 0.8378065228, propagate_forward_time: 20.6072597504, propagate_backward_time: 31.5082893372, weight_update_time: 0.0745491907, other_time: 1.5031700134
epoch time: 4.4873085022s, input_fired_time: 0.1064383909, output_fired_time: 0.0000000000, propagate_forward_time: 4.1150698662, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2658004761
validation[          , genome  6895] predictions:    9745/  10000 (97.45%), best:    9770/10000 (97.70%), error:       854.76050, best error:       760.26886 on epoch:    72, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 55.2851028442s, input_fired_time: 0.8968849778, output_fired_time: 0.8315880299, propagate_forward_time: 20.6382102966, propagate_backward_time: 31.4235210419, weight_update_time: 0.0743418410, other_time: 1.4948978424
epoch time: 4.4688506126s, input_fired_time: 0.1055375487, output_fired_time: 0.0000000000, propagate_forward_time: 4.0970387459, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2662744522
validation[          , genome  6895] predictions:    9654/  10000 (96.54%), best:    9770/10000 (97.70%), error:      1110.16382, best error:       760.26886 on epoch:    72, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 55.2807655334s, input_fired_time: 0.8930277824, output_fired_time: 0.8371664882, propagate_forward_time: 20.4902839661, propagate_backward_time: 31.5552272797, weight_update_time: 0.0748284906, other_time: 1.5050601959
epoch time: 4.4177966118s, input_fired_time: 0.1062730104, output_fired_time: 0.0000000000, propagate_forward_time: 4.0483131409, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2632102966
validation[          , genome  6895] predictions:    9740/  10000 (97.40%), best:    9770/10000 (97.70%), error:       872.46106, best error:       760.26886 on epoch:    72, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 55.1424942017s, input_fired_time: 0.8960527182, output_fired_time: 0.8324910402, propagate_forward_time: 20.5594558716, propagate_backward_time: 31.3695716858, weight_update_time: 0.0733595788, other_time: 1.4849205017
epoch time: 4.4167890549s, input_fired_time: 0.1055037007, output_fired_time: 0.0000000000, propagate_forward_time: 4.0441904068, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2670950890
validation[          , genome  6895] predictions:    9735/  10000 (97.35%), best:    9770/10000 (97.70%), error:       854.64417, best error:       760.26886 on epoch:    72, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 55.3431549072s, input_fired_time: 0.8972488642, output_fired_time: 0.8416604400, propagate_forward_time: 20.5547561646, propagate_backward_time: 31.5558967590, weight_update_time: 0.0737881362, other_time: 1.4935951233
epoch time: 4.4852046967s, input_fired_time: 0.1071378142, output_fired_time: 0.0000000000, propagate_forward_time: 4.1140599251, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2640070915
validation[          , genome  6895] predictions:    9748/  10000 (97.48%), best:    9770/10000 (97.70%), error:       822.35815, best error:       760.26886 on epoch:    72, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 55.2563743591s, input_fired_time: 0.8922569156, output_fired_time: 0.8359704614, propagate_forward_time: 20.5000629425, propagate_backward_time: 31.5257873535, weight_update_time: 0.0746600404, other_time: 1.5022964478
epoch time: 4.5011754036s, input_fired_time: 0.1086515188, output_fired_time: 0.0000000000, propagate_forward_time: 4.1284885406, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2640352249
validation[          , genome  6895] predictions:    9727/  10000 (97.27%), best:    9770/10000 (97.70%), error:       924.91803, best error:       760.26886 on epoch:    72, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 55.1976089478s, input_fired_time: 0.8939670324, output_fired_time: 0.8340868950, propagate_forward_time: 20.5578632355, propagate_backward_time: 31.4162178040, weight_update_time: 0.0738838464, other_time: 1.4954719543
epoch time: 4.3735947609s, input_fired_time: 0.1059622616, output_fired_time: 0.0000000000, propagate_forward_time: 4.0002403259, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2673921585
validation[          , genome  6895] predictions:    9745/  10000 (97.45%), best:    9770/10000 (97.70%), error:       840.06122, best error:       760.26886 on epoch:    72, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 54.9912948608s, input_fired_time: 0.8930287361, output_fired_time: 0.8267062902, propagate_forward_time: 20.4882049561, propagate_backward_time: 31.2877960205, weight_update_time: 0.0772139132, other_time: 1.4955596924
epoch time: 4.5008597374s, input_fired_time: 0.1083173752, output_fired_time: 0.0000000000, propagate_forward_time: 4.1231541634, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2693881989
validation[          , genome  6895] predictions:    9762/  10000 (97.62%), best:    9762/10000 (97.62%), error:       758.96948, best error:       758.96948 on epoch:    92, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 55.3096809387s, input_fired_time: 0.8954798579, output_fired_time: 0.8398216963, propagate_forward_time: 20.4673023224, propagate_backward_time: 31.6074523926, weight_update_time: 0.0743986592, other_time: 1.4996261597
epoch time: 4.4702920914s, input_fired_time: 0.1067484245, output_fired_time: 0.0000000000, propagate_forward_time: 4.1006345749, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2629089355
validation[          , genome  6895] predictions:    9701/  10000 (97.01%), best:    9762/10000 (97.62%), error:       961.40015, best error:       758.96948 on epoch:    92, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 55.3308410645s, input_fired_time: 0.8912032247, output_fired_time: 0.8299610615, propagate_forward_time: 20.5034542084, propagate_backward_time: 31.6035861969, weight_update_time: 0.0743759051, other_time: 1.5026378632
epoch time: 4.4869260788s, input_fired_time: 0.1073804572, output_fired_time: 0.0000000000, propagate_forward_time: 4.1116590500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2678866386
validation[          , genome  6895] predictions:    9724/  10000 (97.24%), best:    9762/10000 (97.62%), error:       916.02429, best error:       758.96948 on epoch:    92, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 55.2437210083s, input_fired_time: 0.8982065320, output_fired_time: 0.8304604888, propagate_forward_time: 20.4974365234, propagate_backward_time: 31.5212230682, weight_update_time: 0.0744644701, other_time: 1.4963970184
epoch time: 4.4651279449s, input_fired_time: 0.1079787388, output_fired_time: 0.0000000000, propagate_forward_time: 4.0888714790, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2682776451
validation[          , genome  6895] predictions:    9754/  10000 (97.54%), best:    9762/10000 (97.62%), error:       851.33148, best error:       758.96948 on epoch:    92, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 55.0802307129s, input_fired_time: 0.8880149126, output_fired_time: 0.8343899250, propagate_forward_time: 20.3226470947, propagate_backward_time: 31.5346031189, weight_update_time: 0.0743531510, other_time: 1.5005760193
epoch time: 4.3674964905s, input_fired_time: 0.1054090038, output_fired_time: 0.0000000000, propagate_forward_time: 3.9995293617, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2625579834
validation[          , genome  6895] predictions:    9747/  10000 (97.47%), best:    9762/10000 (97.62%), error:       840.53796, best error:       758.96948 on epoch:    92, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 55.2587547302s, input_fired_time: 0.8985345364, output_fired_time: 0.8337993622, propagate_forward_time: 20.6264915466, propagate_backward_time: 31.4027194977, weight_update_time: 0.0745669007, other_time: 1.4972095490
epoch time: 4.5337853432s, input_fired_time: 0.1087539047, output_fired_time: 0.0000000000, propagate_forward_time: 4.1558318138, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2691998482
validation[          , genome  6895] predictions:    9769/  10000 (97.69%), best:    9762/10000 (97.62%), error:       760.69806, best error:       758.96948 on epoch:    92, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 55.3078384399s, input_fired_time: 0.8976151347, output_fired_time: 0.8408086300, propagate_forward_time: 20.4465560913, propagate_backward_time: 31.6170463562, weight_update_time: 0.0749012083, other_time: 1.5058135986
epoch time: 4.4488301277s, input_fired_time: 0.1066580713, output_fired_time: 0.0000000000, propagate_forward_time: 4.0771970749, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2649750710
validation[          , genome  6895] predictions:    9756/  10000 (97.56%), best:    9762/10000 (97.62%), error:       812.40057, best error:       758.96948 on epoch:    92, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 55.4964790344s, input_fired_time: 0.9026948810, output_fired_time: 0.8358071446, propagate_forward_time: 20.7311668396, propagate_backward_time: 31.5271377563, weight_update_time: 0.0742530003, other_time: 1.4996719360
epoch time: 4.4684510231s, input_fired_time: 0.1067924649, output_fired_time: 0.0000000000, propagate_forward_time: 4.0945582390, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2671003342
validation[          , genome  6895] predictions:    9675/  10000 (96.75%), best:    9762/10000 (97.62%), error:      1112.46997, best error:       758.96948 on epoch:    92, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 55.2420578003s, input_fired_time: 0.9001091123, output_fired_time: 0.8340392709, propagate_forward_time: 20.5623588562, propagate_backward_time: 31.4463081360, weight_update_time: 0.0739991143, other_time: 1.4992446899
epoch time: 4.5069818497s, input_fired_time: 0.1088616997, output_fired_time: 0.0000000000, propagate_forward_time: 4.1329684258, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2651515007
validation[          , genome  6895] predictions:    9748/  10000 (97.48%), best:    9762/10000 (97.62%), error:       828.76245, best error:       758.96948 on epoch:    92, 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: 22.4299926758s, input_fired_time: 0.5393195748, output_fired_time: 0.0000000000, propagate_forward_time: 20.5168991089, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3737735748
best training[          , genome  6895] predictions:   49493/  50000 (98.99%), best:    9762/10000 (97.62%), error:      1830.89929, best error:       758.96948 on epoch:    92, 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: 4.3993468285s, input_fired_time: 0.1054316089, output_fired_time: 0.0000000000, propagate_forward_time: 4.0323200226, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2615952492
   testing[          , genome  6895] predictions:    9781/  10000 (97.81%), best:    9762/10000 (97.62%), error:       743.78455, best error:       758.96948 on epoch:    92, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
15:07:58 (4880): called boinc_finish(0)

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