Nameexact_genome_1512568488_45_7170_0
Workunit2607097
Created8 Dec 2017, 0:15:56 UTC
Sent8 Dec 2017, 0:21:48 UTC
Report deadline19 Dec 2017, 16:44:40 UTC
Received8 Dec 2017, 20:02:08 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID55108
Run time6 hours 23 min 20 sec
CPU time6 hours 15 min 43 sec
Validate stateValid
Credit2,920.64
Device peak FLOPS2.57 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size156.84 MB
Peak swap size160.13 MB
Peak disk usage2.48 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
738.88043 on epoch:     8, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 214.6115570068s, input_fired_time: 2.1805098057, output_fired_time: 1.9312267303, propagate_forward_time: 85.0569686890, propagate_backward_time: 121.3215560913, weight_update_time: 0.2225006372, other_time: 4.1212921143
epoch time: 17.5775222778s, input_fired_time: 0.2772304118, output_fired_time: 0.0000000000, propagate_forward_time: 16.5485115051, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7517795563
validation[          , genome  7170] predictions:    9764/  10000 (97.64%), best:    9782/10000 (97.82%), error:       792.43622, best error:       738.88043 on epoch:     8, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 216.0212097168s, input_fired_time: 2.2004373074, output_fired_time: 1.9264959097, propagate_forward_time: 78.3089523315, propagate_backward_time: 128.3067626953, weight_update_time: 0.2226834595, other_time: 5.2785644531
epoch time: 17.5404758453s, input_fired_time: 0.2765360177, output_fired_time: 0.0000000000, propagate_forward_time: 16.5179862976, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7459526062
validation[          , genome  7170] predictions:    9787/  10000 (97.87%), best:    9782/10000 (97.82%), error:       755.38495, best error:       738.88043 on epoch:     8, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 217.5969238281s, input_fired_time: 2.1974403858, output_fired_time: 1.9803316593, propagate_forward_time: 84.7384948730, propagate_backward_time: 123.5395812988, weight_update_time: 0.2225949317, other_time: 5.1410827637
epoch time: 17.6209487915s, input_fired_time: 0.2781726718, output_fired_time: 0.0000000000, propagate_forward_time: 16.5299530029, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8128223419
validation[          , genome  7170] predictions:    9756/  10000 (97.56%), best:    9782/10000 (97.82%), error:       784.44781, best error:       738.88043 on epoch:     8, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 222.2631683350s, input_fired_time: 3.2390508652, output_fired_time: 1.9901074171, propagate_forward_time: 83.5105438232, propagate_backward_time: 128.1537322998, weight_update_time: 1.2335224152, other_time: 5.3697357178
epoch time: 17.4532585144s, input_fired_time: 0.2786623240, output_fired_time: 0.0000000000, propagate_forward_time: 16.3737735748, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8008232117
validation[          , genome  7170] predictions:    9746/  10000 (97.46%), best:    9782/10000 (97.82%), error:       823.43726, best error:       738.88043 on epoch:     8, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 221.7830352783s, input_fired_time: 2.2300109863, output_fired_time: 1.9736931324, propagate_forward_time: 83.1884689331, propagate_backward_time: 130.2171478271, weight_update_time: 0.2237551659, other_time: 4.1737213135
epoch time: 17.8987884521s, input_fired_time: 0.2791906297, output_fired_time: 0.0000000000, propagate_forward_time: 16.9163112640, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7032871246
validation[          , genome  7170] predictions:    9761/  10000 (97.61%), best:    9782/10000 (97.82%), error:       781.31683, best error:       738.88043 on epoch:     8, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 218.0706176758s, input_fired_time: 2.2149546146, output_fired_time: 1.9351183176, propagate_forward_time: 81.0273666382, propagate_backward_time: 127.8135070801, weight_update_time: 0.2240151763, other_time: 5.0796813965
epoch time: 17.4027729034s, input_fired_time: 0.2802027166, output_fired_time: 0.0000000000, propagate_forward_time: 16.3382759094, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7842941284
validation[          , genome  7170] predictions:    9764/  10000 (97.64%), best:    9782/10000 (97.82%), error:       793.42157, best error:       738.88043 on epoch:     8, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 216.4911041260s, input_fired_time: 3.2188920975, output_fired_time: 1.9563959837, propagate_forward_time: 81.8902740479, propagate_backward_time: 125.2226867676, weight_update_time: 0.2300247103, other_time: 4.2028656006
epoch time: 17.0287570953s, input_fired_time: 0.2754701972, output_fired_time: 0.0000000000, propagate_forward_time: 16.0354595184, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7178268433
validation[          , genome  7170] predictions:    9756/  10000 (97.56%), best:    9782/10000 (97.82%), error:       750.41809, best error:       738.88043 on epoch:     8, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 216.0580139160s, input_fired_time: 2.2160766125, output_fired_time: 1.9333597422, propagate_forward_time: 81.2071456909, propagate_backward_time: 125.4904632568, weight_update_time: 0.2219366133, other_time: 5.2109527588
epoch time: 17.6498603821s, input_fired_time: 0.2834740579, output_fired_time: 0.0000000000, propagate_forward_time: 16.6077384949, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7586479187
validation[          , genome  7170] predictions:    9749/  10000 (97.49%), best:    9782/10000 (97.82%), error:       857.16235, best error:       738.88043 on epoch:     8, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 214.7776031494s, input_fired_time: 2.2055463791, output_fired_time: 1.9197026491, propagate_forward_time: 79.4662246704, propagate_backward_time: 126.9664382935, weight_update_time: 0.2242635041, other_time: 4.2196884155
epoch time: 17.5184230804s, input_fired_time: 0.2833288312, output_fired_time: 0.0000000000, propagate_forward_time: 16.5107536316, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7243404388
validation[          , genome  7170] predictions:    9701/  10000 (97.01%), best:    9782/10000 (97.82%), error:       944.65344, best error:       738.88043 on epoch:     8, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 214.1487731934s, input_fired_time: 2.2002730370, output_fired_time: 1.9281135798, propagate_forward_time: 79.8386230469, propagate_backward_time: 125.9958801270, weight_update_time: 0.2214704454, other_time: 4.1858825684
epoch time: 17.5747451782s, input_fired_time: 0.2837765813, output_fired_time: 0.0000000000, propagate_forward_time: 16.5487442017, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7422237396
validation[          , genome  7170] predictions:    9759/  10000 (97.59%), best:    9782/10000 (97.82%), error:       766.38232, best error:       738.88043 on epoch:     8, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 226.3196563721s, input_fired_time: 2.2046530247, output_fired_time: 1.9332431555, propagate_forward_time: 89.5805206299, propagate_backward_time: 126.5128326416, weight_update_time: 0.2229893506, other_time: 6.0884094238
epoch time: 17.2532215118s, input_fired_time: 0.2769693732, output_fired_time: 0.0000000000, propagate_forward_time: 16.2887706757, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6874809265
validation[          , genome  7170] predictions:    9759/  10000 (97.59%), best:    9782/10000 (97.82%), error:       765.29907, best error:       738.88043 on epoch:     8, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 216.3211669922s, input_fired_time: 4.2165813446, output_fired_time: 1.9236675501, propagate_forward_time: 79.2623214722, propagate_backward_time: 126.8183135986, weight_update_time: 0.2221687883, other_time: 4.1002960205
epoch time: 17.2014789581s, input_fired_time: 0.2769577205, output_fired_time: 0.0000000000, propagate_forward_time: 16.2358131409, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6887073517
validation[          , genome  7170] predictions:    9790/  10000 (97.90%), best:    9782/10000 (97.82%), error:       770.65222, best error:       738.88043 on epoch:     8, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 214.9033660889s, input_fired_time: 2.2071599960, output_fired_time: 1.9229165316, propagate_forward_time: 80.0967178345, propagate_backward_time: 126.6003494263, weight_update_time: 0.2237879932, other_time: 4.0762252808
epoch time: 17.5003547668s, input_fired_time: 0.2809098065, output_fired_time: 0.0000000000, propagate_forward_time: 16.4904479980, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7289962769
validation[          , genome  7170] predictions:    9781/  10000 (97.81%), best:    9781/10000 (97.81%), error:       702.69116, best error:       702.69116 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 227.3297729492s, input_fired_time: 2.3226044178, output_fired_time: 2.0134162903, propagate_forward_time: 87.9168701172, propagate_backward_time: 130.8313903809, weight_update_time: 0.2400475740, other_time: 4.2454986572
epoch time: 17.4470825195s, input_fired_time: 0.2789614201, output_fired_time: 0.0000000000, propagate_forward_time: 16.4856777191, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6824436188
validation[          , genome  7170] predictions:    9823/  10000 (98.23%), best:    9823/10000 (98.23%), error:       627.25104, best error:       627.25104 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 215.8496398926s, input_fired_time: 3.2021086216, output_fired_time: 2.8428165913, propagate_forward_time: 79.4059600830, propagate_backward_time: 126.4258193970, weight_update_time: 0.2219636589, other_time: 3.9729385376
epoch time: 17.5915775299s, input_fired_time: 0.2811926603, output_fired_time: 0.0000000000, propagate_forward_time: 16.5835857391, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7267990112
validation[          , genome  7170] predictions:    9774/  10000 (97.74%), best:    9823/10000 (98.23%), error:       758.28210, best error:       627.25104 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 217.2799072266s, input_fired_time: 2.2028636932, output_fired_time: 2.9467210770, propagate_forward_time: 80.6903533936, propagate_backward_time: 127.4116210938, weight_update_time: 0.2213609368, other_time: 4.0283508301
epoch time: 17.7525844574s, input_fired_time: 0.2841791809, output_fired_time: 0.0000000000, propagate_forward_time: 16.7037181854, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7646865845
validation[          , genome  7170] predictions:    9807/  10000 (98.07%), best:    9823/10000 (98.23%), error:       656.20215, best error:       627.25104 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 215.6143951416s, input_fired_time: 2.1956446171, output_fired_time: 1.9310598373, propagate_forward_time: 79.2328414917, propagate_backward_time: 127.2241134644, weight_update_time: 0.2213785648, other_time: 5.0307388306
epoch time: 17.4201087952s, input_fired_time: 0.2829007804, output_fired_time: 0.0000000000, propagate_forward_time: 16.4363269806, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7008819580
validation[          , genome  7170] predictions:    9773/  10000 (97.73%), best:    9823/10000 (98.23%), error:       790.49945, best error:       627.25104 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 215.9024810791s, input_fired_time: 2.1914453506, output_fired_time: 1.9184786081, propagate_forward_time: 81.1673889160, propagate_backward_time: 126.6844253540, weight_update_time: 0.2203621417, other_time: 3.9407424927
epoch time: 23.0150108337s, input_fired_time: 0.3513182998, output_fired_time: 0.0000000000, propagate_forward_time: 21.7888431549, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8748493195
validation[          , genome  7170] predictions:    9806/  10000 (98.06%), best:    9823/10000 (98.23%), error:       705.31519, best error:       627.25104 on epoch:    28, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 221.5605926514s, input_fired_time: 2.2352900505, output_fired_time: 1.9358732700, propagate_forward_time: 82.5587539673, propagate_backward_time: 129.8139801025, weight_update_time: 0.2228045315, other_time: 5.0167083740
epoch time: 17.7279529572s, input_fired_time: 0.2802227437, output_fired_time: 0.0000000000, propagate_forward_time: 16.7599411011, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6877899170
validation[          , genome  7170] predictions:    9735/  10000 (97.35%), best:    9823/10000 (98.23%), error:       847.32141, best error:       627.25104 on epoch:    28, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 220.7339630127s, input_fired_time: 2.2355213165, output_fired_time: 2.0088675022, propagate_forward_time: 83.1223678589, propagate_backward_time: 129.4430999756, weight_update_time: 0.2208844572, other_time: 3.9241180420
epoch time: 19.5256919861s, input_fired_time: 0.3152006865, output_fired_time: 0.0000000000, propagate_forward_time: 18.4972419739, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7132492065
validation[          , genome  7170] predictions:    9780/  10000 (97.80%), best:    9823/10000 (98.23%), error:       696.89063, best error:       627.25104 on epoch:    28, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 225.3364410400s, input_fired_time: 2.2901079655, output_fired_time: 2.0145630836, propagate_forward_time: 84.9840011597, propagate_backward_time: 132.0108947754, weight_update_time: 0.2264066786, other_time: 4.0368652344
epoch time: 17.6543197632s, input_fired_time: 0.2820353210, output_fired_time: 0.0000000000, propagate_forward_time: 16.6791267395, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6931571960
validation[          , genome  7170] predictions:    9791/  10000 (97.91%), best:    9823/10000 (98.23%), error:       708.23749, best error:       627.25104 on epoch:    28, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 234.9474029541s, input_fired_time: 2.3697159290, output_fired_time: 2.1193280220, propagate_forward_time: 90.9019622803, propagate_backward_time: 134.3741149902, weight_update_time: 0.2233925313, other_time: 5.1822814941
epoch time: 17.8757915497s, input_fired_time: 0.2846160233, output_fired_time: 0.0000000000, propagate_forward_time: 16.8680305481, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7231445313
validation[          , genome  7170] predictions:    9805/  10000 (98.05%), best:    9823/10000 (98.23%), error:       658.15863, best error:       627.25104 on epoch:    28, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 219.1140747070s, input_fired_time: 2.2157995701, output_fired_time: 1.9335213900, propagate_forward_time: 81.7724227905, propagate_backward_time: 129.2574157715, weight_update_time: 0.2198992521, other_time: 3.9349060059
epoch time: 16.7874336243s, input_fired_time: 0.3094580173, output_fired_time: 0.0000000000, propagate_forward_time: 15.8036842346, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6742916107
validation[          , genome  7170] predictions:    9777/  10000 (97.77%), best:    9823/10000 (98.23%), error:       740.64514, best error:       627.25104 on epoch:    28, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 217.0888519287s, input_fired_time: 2.2004327774, output_fired_time: 1.9555060863, propagate_forward_time: 79.2460556030, propagate_backward_time: 129.8479766846, weight_update_time: 0.2188461572, other_time: 3.8388824463
epoch time: 17.6414699554s, input_fired_time: 0.2813520730, output_fired_time: 0.0000000000, propagate_forward_time: 16.6725921631, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6875247955
validation[          , genome  7170] predictions:    9800/  10000 (98.00%), best:    9823/10000 (98.23%), error:       693.51379, best error:       627.25104 on epoch:    28, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 218.1055297852s, input_fired_time: 2.1999161243, output_fired_time: 1.9197359085, propagate_forward_time: 82.8560485840, propagate_backward_time: 127.2144851685, weight_update_time: 0.2196249962, other_time: 3.9153366089
epoch time: 17.5975551605s, input_fired_time: 0.2832579911, output_fired_time: 0.0000000000, propagate_forward_time: 16.6333198547, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6809768677
validation[          , genome  7170] predictions:    9745/  10000 (97.45%), best:    9823/10000 (98.23%), error:       855.35193, best error:       627.25104 on epoch:    28, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 224.6829986572s, input_fired_time: 2.2697162628, output_fired_time: 2.0102682114, propagate_forward_time: 84.5541763306, propagate_backward_time: 131.8080902100, weight_update_time: 0.2198178023, other_time: 4.0407562256
epoch time: 17.7488021851s, input_fired_time: 0.2849792242, output_fired_time: 0.0000000000, propagate_forward_time: 16.7698402405, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6939830780
validation[          , genome  7170] predictions:    9788/  10000 (97.88%), best:    9823/10000 (98.23%), error:       735.02472, best error:       627.25104 on epoch:    28, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 216.4074096680s, input_fired_time: 2.2090051174, output_fired_time: 1.9265021086, propagate_forward_time: 82.5276947021, propagate_backward_time: 125.8585815430, weight_update_time: 0.2199462354, other_time: 3.8856353760
epoch time: 17.7167396545s, input_fired_time: 0.2833983004, output_fired_time: 0.0000000000, propagate_forward_time: 16.7478828430, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6854591370
validation[          , genome  7170] predictions:    9735/  10000 (97.35%), best:    9823/10000 (98.23%), error:       848.15735, best error:       627.25104 on epoch:    28, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 217.7110748291s, input_fired_time: 3.2060608864, output_fired_time: 1.9953539371, propagate_forward_time: 79.7069854736, propagate_backward_time: 128.9188385010, weight_update_time: 0.2211469859, other_time: 3.8838348389
epoch time: 17.3130970001s, input_fired_time: 0.2799519897, output_fired_time: 0.0000000000, propagate_forward_time: 16.3564796448, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6766662598
validation[          , genome  7170] predictions:    9813/  10000 (98.13%), best:    9823/10000 (98.23%), error:       658.60840, best error:       627.25104 on epoch:    28, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 218.0457305908s, input_fired_time: 3.2206163406, output_fired_time: 1.9290465117, propagate_forward_time: 81.3099822998, propagate_backward_time: 127.6852569580, weight_update_time: 0.2201504409, other_time: 3.9008331299
epoch time: 16.3528251648s, input_fired_time: 0.2792589962, output_fired_time: 0.0000000000, propagate_forward_time: 15.3870515823, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6865148544
validation[          , genome  7170] predictions:    9782/  10000 (97.82%), best:    9823/10000 (98.23%), error:       720.65314, best error:       627.25104 on epoch:    28, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 221.0580139160s, input_fired_time: 3.2407124043, output_fired_time: 1.9511382580, propagate_forward_time: 86.2151336670, propagate_backward_time: 125.7423095703, weight_update_time: 0.2279051989, other_time: 3.9087219238
epoch time: 16.2655010223s, input_fired_time: 0.2805622816, output_fired_time: 0.0000000000, propagate_forward_time: 15.2761497498, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7087888718
validation[          , genome  7170] predictions:    9757/  10000 (97.57%), best:    9823/10000 (98.23%), error:       745.73273, best error:       627.25104 on epoch:    28, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 217.0592803955s, input_fired_time: 2.2131257057, output_fired_time: 1.9264149666, propagate_forward_time: 83.7781829834, propagate_backward_time: 125.1756439209, weight_update_time: 0.2207599133, other_time: 3.9659118652
epoch time: 17.5975818634s, input_fired_time: 0.2822635472, output_fired_time: 0.0000000000, propagate_forward_time: 16.6215438843, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6937751770
validation[          , genome  7170] predictions:    9818/  10000 (98.18%), best:    9823/10000 (98.23%), error:       642.73279, best error:       627.25104 on epoch:    28, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 222.3391418457s, input_fired_time: 2.2412517071, output_fired_time: 1.9697132111, propagate_forward_time: 84.2407150269, propagate_backward_time: 129.8693542480, weight_update_time: 0.2304606885, other_time: 4.0180969238
epoch time: 17.4774284363s, input_fired_time: 0.2818359137, output_fired_time: 0.0000000000, propagate_forward_time: 16.4432544708, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7523384094
validation[          , genome  7170] predictions:    9779/  10000 (97.79%), best:    9823/10000 (98.23%), error:       725.51923, best error:       627.25104 on epoch:    28, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 216.7203674316s, input_fired_time: 2.2088401318, output_fired_time: 1.9279881716, propagate_forward_time: 82.4221496582, propagate_backward_time: 126.1603927612, weight_update_time: 0.2199163735, other_time: 4.0009841919
epoch time: 17.7375640869s, input_fired_time: 0.2832154334, output_fired_time: 0.0000000000, propagate_forward_time: 16.7540531158, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7002964020
validation[          , genome  7170] predictions:    9745/  10000 (97.45%), best:    9823/10000 (98.23%), error:       801.70056, best error:       627.25104 on epoch:    28, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 216.8666381836s, input_fired_time: 2.2142369747, output_fired_time: 1.9336743355, propagate_forward_time: 81.3129653931, propagate_backward_time: 127.3913269043, weight_update_time: 0.2217264920, other_time: 4.0144348145
epoch time: 17.6010913849s, input_fired_time: 0.2860514820, output_fired_time: 0.0000000000, propagate_forward_time: 15.6123170853, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7027235031
validation[          , genome  7170] predictions:    9799/  10000 (97.99%), best:    9823/10000 (98.23%), error:       702.89752, best error:       627.25104 on epoch:    28, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 225.7479400635s, input_fired_time: 2.2819862366, output_fired_time: 2.0528788567, propagate_forward_time: 88.0103912354, propagate_backward_time: 129.3588714600, weight_update_time: 0.2207848281, other_time: 4.0438232422
epoch time: 17.5486736298s, input_fired_time: 0.2863245904, output_fired_time: 0.0000000000, propagate_forward_time: 16.5552215576, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7071266174
validation[          , genome  7170] predictions:    9794/  10000 (97.94%), best:    9823/10000 (98.23%), error:       697.79077, best error:       627.25104 on epoch:    28, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 217.3953399658s, input_fired_time: 2.2156217098, output_fired_time: 1.9267234802, propagate_forward_time: 81.9023208618, propagate_backward_time: 127.4454421997, weight_update_time: 0.2217622548, other_time: 3.9052352905
epoch time: 17.6018581390s, input_fired_time: 0.2836670578, output_fired_time: 0.0000000000, propagate_forward_time: 16.6309566498, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6872348785
validation[          , genome  7170] predictions:    9795/  10000 (97.95%), best:    9823/10000 (98.23%), error:       713.77112, best error:       627.25104 on epoch:    28, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 220.2917480469s, input_fired_time: 2.2580761909, output_fired_time: 1.9545971155, propagate_forward_time: 85.0225143433, propagate_backward_time: 126.9886474609, weight_update_time: 0.2268391699, other_time: 4.0679321289
epoch time: 17.4512748718s, input_fired_time: 0.2832258046, output_fired_time: 0.0000000000, propagate_forward_time: 16.4522075653, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7158412933
validation[          , genome  7170] predictions:    9778/  10000 (97.78%), best:    9823/10000 (98.23%), error:       751.53583, best error:       627.25104 on epoch:    28, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 214.9294738770s, input_fired_time: 2.2219934464, output_fired_time: 1.9138134718, propagate_forward_time: 80.1400680542, propagate_backward_time: 125.6845779419, weight_update_time: 0.2204984128, other_time: 4.9690170288
epoch time: 17.6262359619s, input_fired_time: 0.2878223658, output_fired_time: 0.0000000000, propagate_forward_time: 16.6369457245, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7014675140
validation[          , genome  7170] predictions:    9809/  10000 (98.09%), best:    9823/10000 (98.23%), error:       632.74573, best error:       627.25104 on epoch:    28, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 226.5229492188s, input_fired_time: 2.3604133129, output_fired_time: 1.9906015396, propagate_forward_time: 86.1915130615, propagate_backward_time: 130.8644866943, weight_update_time: 0.2375707775, other_time: 5.1159362793
epoch time: 16.5974006653s, input_fired_time: 0.2788915336, output_fired_time: 0.0000000000, propagate_forward_time: 15.6563386917, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6621713638
validation[          , genome  7170] predictions:    9724/  10000 (97.24%), best:    9823/10000 (98.23%), error:       881.66962, best error:       627.25104 on epoch:    28, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 225.1359558105s, input_fired_time: 2.2789497375, output_fired_time: 1.9690834284, propagate_forward_time: 83.3259048462, propagate_backward_time: 133.4425659180, weight_update_time: 0.2379471958, other_time: 4.1194458008
epoch time: 17.4302577972s, input_fired_time: 0.2803130448, output_fired_time: 0.0000000000, propagate_forward_time: 16.4594306946, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6905136108
validation[          , genome  7170] predictions:    9777/  10000 (97.77%), best:    9823/10000 (98.23%), error:       781.19727, best error:       627.25104 on epoch:    28, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 220.2339324951s, input_fired_time: 2.2699897289, output_fired_time: 1.9455204010, propagate_forward_time: 82.0272140503, propagate_backward_time: 130.0103759766, weight_update_time: 0.2267358601, other_time: 3.9808349609
epoch time: 17.2417755127s, input_fired_time: 0.2877525985, output_fired_time: 0.0000000000, propagate_forward_time: 16.2765598297, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6774635315
validation[          , genome  7170] predictions:    9815/  10000 (98.15%), best:    9823/10000 (98.23%), error:       653.98926, best error:       627.25104 on epoch:    28, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 225.5989532471s, input_fired_time: 2.3503627777, output_fired_time: 2.0214097500, propagate_forward_time: 85.9041900635, propagate_backward_time: 131.2119293213, weight_update_time: 0.2276198417, other_time: 4.1110687256
epoch time: 17.1921062469s, input_fired_time: 0.2798928320, output_fired_time: 0.0000000000, propagate_forward_time: 15.2285432816, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6836709976
validation[          , genome  7170] predictions:    9768/  10000 (97.68%), best:    9823/10000 (98.23%), error:       781.30267, best error:       627.25104 on epoch:    28, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 215.6675567627s, input_fired_time: 2.2159616947, output_fired_time: 1.9203002453, propagate_forward_time: 80.6398086548, propagate_backward_time: 126.9685821533, weight_update_time: 0.2209891379, other_time: 3.9228973389
epoch time: 17.4160537720s, input_fired_time: 0.2844187021, output_fired_time: 0.0000000000, propagate_forward_time: 16.4463481903, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6852874756
validation[          , genome  7170] predictions:    9813/  10000 (98.13%), best:    9823/10000 (98.23%), error:       666.39685, best error:       627.25104 on epoch:    28, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 216.5577850342s, input_fired_time: 2.2244150639, output_fired_time: 2.9342651367, propagate_forward_time: 79.7169570923, propagate_backward_time: 127.6623840332, weight_update_time: 0.2234449387, other_time: 4.0197753906
epoch time: 17.0602684021s, input_fired_time: 0.2814713717, output_fired_time: 0.0000000000, propagate_forward_time: 16.0954589844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6833381653
validation[          , genome  7170] predictions:    9738/  10000 (97.38%), best:    9823/10000 (98.23%), error:       876.48102, best error:       627.25104 on epoch:    28, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 222.8704681396s, input_fired_time: 2.2678880692, output_fired_time: 1.9884243011, propagate_forward_time: 85.1787109375, propagate_backward_time: 128.4606781006, weight_update_time: 0.2225485593, other_time: 4.9747772217
epoch time: 17.6218299866s, input_fired_time: 0.2861515582, output_fired_time: 0.0000000000, propagate_forward_time: 16.6407966614, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6948814392
validation[          , genome  7170] predictions:    9776/  10000 (97.76%), best:    9823/10000 (98.23%), error:       738.35553, best error:       627.25104 on epoch:    28, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 227.3276824951s, input_fired_time: 2.2866113186, output_fired_time: 1.9746502638, propagate_forward_time: 83.9119186401, propagate_backward_time: 135.0567474365, weight_update_time: 0.2201255113, other_time: 4.0977630615
epoch time: 17.4950275421s, input_fired_time: 0.2846797705, output_fired_time: 0.0000000000, propagate_forward_time: 16.4968147278, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7135334015
validation[          , genome  7170] predictions:    9803/  10000 (98.03%), best:    9823/10000 (98.23%), error:       643.01666, best error:       627.25104 on epoch:    28, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 216.6384735107s, input_fired_time: 3.2333605289, output_fired_time: 1.9305574894, propagate_forward_time: 81.5775833130, propagate_backward_time: 125.9302749634, weight_update_time: 0.2216513306, other_time: 3.9666976929
epoch time: 17.6515426636s, input_fired_time: 0.2864907682, output_fired_time: 0.0000000000, propagate_forward_time: 16.6632366180, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7018146515
validation[          , genome  7170] predictions:    9814/  10000 (98.14%), best:    9823/10000 (98.23%), error:       650.07410, best error:       627.25104 on epoch:    28, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 221.1620941162s, input_fired_time: 4.2728323936, output_fired_time: 1.9536612034, propagate_forward_time: 85.3272323608, propagate_backward_time: 125.6150970459, weight_update_time: 0.2208223492, other_time: 3.9932708740
epoch time: 17.6760902405s, input_fired_time: 0.2886542380, output_fired_time: 0.0000000000, propagate_forward_time: 16.6934509277, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6939849854
validation[          , genome  7170] predictions:    9817/  10000 (98.17%), best:    9823/10000 (98.23%), error:       631.20361, best error:       627.25104 on epoch:    28, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 222.4296112061s, input_fired_time: 2.2738974094, output_fired_time: 1.9523390532, propagate_forward_time: 82.8667144775, propagate_backward_time: 131.3819427490, weight_update_time: 0.2205899656, other_time: 3.9547271729
epoch time: 17.7554302216s, input_fired_time: 0.2881782353, output_fired_time: 0.0000000000, propagate_forward_time: 16.7857456207, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6815071106
validation[          , genome  7170] predictions:    9809/  10000 (98.09%), best:    9823/10000 (98.23%), error:       635.73828, best error:       627.25104 on epoch:    28, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 217.5266113281s, input_fired_time: 2.2332482338, output_fired_time: 1.9350740910, propagate_forward_time: 81.9091262817, propagate_backward_time: 127.5214920044, weight_update_time: 0.2207330763, other_time: 3.9276657104
epoch time: 17.5205345154s, input_fired_time: 0.2850897312, output_fired_time: 0.0000000000, propagate_forward_time: 16.5413856506, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6940593719
validation[          , genome  7170] predictions:    9797/  10000 (97.97%), best:    9823/10000 (98.23%), error:       704.79474, best error:       627.25104 on epoch:    28, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 217.7654571533s, input_fired_time: 2.2177202702, output_fired_time: 1.9281423092, propagate_forward_time: 81.9435729980, propagate_backward_time: 127.7645263672, weight_update_time: 0.2201279700, other_time: 3.9114837646
epoch time: 17.6510105133s, input_fired_time: 0.2885545194, output_fired_time: 0.0000000000, propagate_forward_time: 16.6750545502, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6874008179
validation[          , genome  7170] predictions:    9831/  10000 (98.31%), best:    9831/10000 (98.31%), error:       570.98334, best error:       570.98334 on epoch:    65, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 223.0030212402s, input_fired_time: 2.3075077534, output_fired_time: 1.9602779150, propagate_forward_time: 82.8742446899, propagate_backward_time: 131.8235778809, weight_update_time: 0.2384047061, other_time: 4.0374145508
epoch time: 17.9806461334s, input_fired_time: 0.2921820879, output_fired_time: 0.0000000000, propagate_forward_time: 16.9755096436, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7129535675
validation[          , genome  7170] predictions:    9813/  10000 (98.13%), best:    9831/10000 (98.31%), error:       634.64014, best error:       570.98334 on epoch:    65, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 216.5222320557s, input_fired_time: 2.4288215637, output_fired_time: 1.9497742653, propagate_forward_time: 81.8067398071, propagate_backward_time: 126.4950408936, weight_update_time: 0.2187693864, other_time: 3.8418731689
epoch time: 16.5197448730s, input_fired_time: 0.2838395536, output_fired_time: 0.0000000000, propagate_forward_time: 15.5548343658, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6810703278
validation[          , genome  7170] predictions:    9782/  10000 (97.82%), best:    9831/10000 (98.31%), error:       725.73193, best error:       570.98334 on epoch:    65, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 230.7706451416s, input_fired_time: 2.3629095554, output_fired_time: 2.0773291588, propagate_forward_time: 90.1141891479, propagate_backward_time: 132.1852111816, weight_update_time: 0.2283643186, other_time: 4.0310058594
epoch time: 22.1201763153s, input_fired_time: 0.3870796263, output_fired_time: 0.0000000000, propagate_forward_time: 20.8881492615, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8449478149
validation[          , genome  7170] predictions:    9822/  10000 (98.22%), best:    9831/10000 (98.31%), error:       624.99390, best error:       570.98334 on epoch:    65, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 220.3636627197s, input_fired_time: 2.2311930656, output_fired_time: 1.9848922491, propagate_forward_time: 82.7482910156, propagate_backward_time: 128.5133361816, weight_update_time: 0.2196662575, other_time: 4.8859558105
epoch time: 17.3976631165s, input_fired_time: 0.2843424380, output_fired_time: 0.0000000000, propagate_forward_time: 16.4395542145, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6737670898
validation[          , genome  7170] predictions:    9817/  10000 (98.17%), best:    9831/10000 (98.31%), error:       647.73218, best error:       570.98334 on epoch:    65, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 216.7990875244s, input_fired_time: 2.2205982208, output_fired_time: 1.9266546965, propagate_forward_time: 79.4914474487, propagate_backward_time: 129.2662963867, weight_update_time: 0.2195372730, other_time: 3.8941040039
epoch time: 17.5628890991s, input_fired_time: 0.2878684103, output_fired_time: 0.0000000000, propagate_forward_time: 16.5979385376, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6770820618
validation[          , genome  7170] predictions:    9805/  10000 (98.05%), best:    9831/10000 (98.31%), error:       672.55963, best error:       570.98334 on epoch:    65, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 220.9914703369s, input_fired_time: 2.2617089748, output_fired_time: 2.9926614761, propagate_forward_time: 84.2012481689, propagate_backward_time: 126.5645675659, weight_update_time: 0.2385621518, other_time: 4.9712905884
epoch time: 17.6773185730s, input_fired_time: 0.2895685732, output_fired_time: 0.0000000000, propagate_forward_time: 16.7037677765, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6839828491
validation[          , genome  7170] predictions:    9802/  10000 (98.02%), best:    9831/10000 (98.31%), error:       681.15173, best error:       570.98334 on epoch:    65, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 231.7990264893s, input_fired_time: 2.4210944176, output_fired_time: 2.0729594231, propagate_forward_time: 87.3419570923, propagate_backward_time: 135.6742401123, weight_update_time: 0.2323988825, other_time: 4.2887725830
epoch time: 17.4347667694s, input_fired_time: 0.2892977893, output_fired_time: 0.0000000000, propagate_forward_time: 16.4455585480, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6999111176
validation[          , genome  7170] predictions:    9809/  10000 (98.09%), best:    9831/10000 (98.31%), error:       635.18665, best error:       570.98334 on epoch:    65, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 220.8653564453s, input_fired_time: 2.2489404678, output_fired_time: 1.9749883413, propagate_forward_time: 82.8534622192, propagate_backward_time: 128.8495941162, weight_update_time: 0.2238869965, other_time: 4.9383697510
epoch time: 17.4356803894s, input_fired_time: 0.2864760160, output_fired_time: 0.0000000000, propagate_forward_time: 16.4641380310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6850662231
validation[          , genome  7170] predictions:    9821/  10000 (98.21%), best:    9831/10000 (98.31%), error:       682.98718, best error:       570.98334 on epoch:    65, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 221.4334869385s, input_fired_time: 2.2936909199, output_fired_time: 2.9949359894, propagate_forward_time: 81.3773803711, propagate_backward_time: 130.8433990479, weight_update_time: 0.2204379290, other_time: 3.9240875244
epoch time: 19.9335632324s, input_fired_time: 0.3145204186, output_fired_time: 0.0000000000, propagate_forward_time: 18.7783069611, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8407363892
validation[          , genome  7170] predictions:    9814/  10000 (98.14%), best:    9831/10000 (98.31%), error:       655.15198, best error:       570.98334 on epoch:    65, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 216.4259948730s, input_fired_time: 3.2270100117, output_fired_time: 1.9303696156, propagate_forward_time: 80.5386810303, propagate_backward_time: 124.8510055542, weight_update_time: 0.2182830870, other_time: 5.8789291382
epoch time: 17.5365219116s, input_fired_time: 1.2971329689, output_fired_time: 0.0000000000, propagate_forward_time: 15.5498533249, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6895360947
validation[          , genome  7170] predictions:    9817/  10000 (98.17%), best:    9831/10000 (98.31%), error:       636.29382, best error:       570.98334 on epoch:    65, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 217.9015808105s, input_fired_time: 2.2333164215, output_fired_time: 1.9579982758, propagate_forward_time: 80.1198883057, propagate_backward_time: 129.6813659668, weight_update_time: 0.2220833153, other_time: 3.9090118408
epoch time: 17.3181591034s, input_fired_time: 0.2867092490, output_fired_time: 0.0000000000, propagate_forward_time: 16.3420467377, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6894035339
validation[          , genome  7170] predictions:    9806/  10000 (98.06%), best:    9831/10000 (98.31%), error:       638.21411, best error:       570.98334 on epoch:    65, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 217.7417907715s, input_fired_time: 2.2413933277, output_fired_time: 1.9238120317, propagate_forward_time: 80.1213455200, propagate_backward_time: 129.5199279785, weight_update_time: 0.2217978686, other_time: 3.9353027344
epoch time: 16.3794460297s, input_fired_time: 0.2854429483, output_fired_time: 0.0000000000, propagate_forward_time: 15.4145259857, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6794776917
validation[          , genome  7170] predictions:    9742/  10000 (97.42%), best:    9831/10000 (98.31%), error:       822.58301, best error:       570.98334 on epoch:    65, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 223.2806701660s, input_fired_time: 2.3036081791, output_fired_time: 1.9666593075, propagate_forward_time: 83.6839523315, propagate_backward_time: 131.3304901123, weight_update_time: 0.2211048007, other_time: 3.9959564209
epoch time: 16.1998043060s, input_fired_time: 0.2827360630, output_fired_time: 0.0000000000, propagate_forward_time: 15.2389516830, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6781167984
validation[          , genome  7170] predictions:    9792/  10000 (97.92%), best:    9831/10000 (98.31%), error:       714.55914, best error:       570.98334 on epoch:    65, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 228.8369293213s, input_fired_time: 2.3471255302, output_fired_time: 2.0324573517, propagate_forward_time: 86.2012939453, propagate_backward_time: 134.1846466064, weight_update_time: 0.2287609130, other_time: 4.0714111328
epoch time: 17.8409996033s, input_fired_time: 0.2903881073, output_fired_time: 0.0000000000, propagate_forward_time: 16.8738956451, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6767158508
validation[          , genome  7170] predictions:    9788/  10000 (97.88%), best:    9831/10000 (98.31%), error:       730.35571, best error:       570.98334 on epoch:    65, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 217.4413909912s, input_fired_time: 2.2365813255, output_fired_time: 1.9295469522, propagate_forward_time: 85.9904251099, propagate_backward_time: 123.3488235474, weight_update_time: 0.2203229815, other_time: 3.9360046387
epoch time: 17.2905769348s, input_fired_time: 0.2884826660, output_fired_time: 0.0000000000, propagate_forward_time: 16.3238086700, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6782855988
validation[          , genome  7170] predictions:    9826/  10000 (98.26%), best:    9831/10000 (98.31%), error:       620.31659, best error:       570.98334 on epoch:    65, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 215.8474121094s, input_fired_time: 2.2488234043, output_fired_time: 1.9149616957, propagate_forward_time: 84.6508636475, propagate_backward_time: 123.1576461792, weight_update_time: 0.2190196663, other_time: 3.8751144409
epoch time: 17.4958362579s, input_fired_time: 0.2866637707, output_fired_time: 0.0000000000, propagate_forward_time: 16.5248641968, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6843090057
validation[          , genome  7170] predictions:    9805/  10000 (98.05%), best:    9831/10000 (98.31%), error:       690.76550, best error:       570.98334 on epoch:    65, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 226.4940338135s, input_fired_time: 2.3766806126, output_fired_time: 3.1280894279, propagate_forward_time: 84.0028610229, propagate_backward_time: 132.9284362793, weight_update_time: 0.2206440270, other_time: 4.0579833984
epoch time: 17.3067741394s, input_fired_time: 0.2851663530, output_fired_time: 0.0000000000, propagate_forward_time: 16.3605899811, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6610183716
validation[          , genome  7170] predictions:    9824/  10000 (98.24%), best:    9831/10000 (98.31%), error:       624.27057, best error:       570.98334 on epoch:    65, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 222.8365936279s, input_fired_time: 3.2909903526, output_fired_time: 1.9596549273, propagate_forward_time: 84.7024841309, propagate_backward_time: 128.8758239746, weight_update_time: 0.2214082330, other_time: 4.0076446533
epoch time: 16.3480663300s, input_fired_time: 0.2843596339, output_fired_time: 0.0000000000, propagate_forward_time: 15.3849220276, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6787853241
validation[          , genome  7170] predictions:    9780/  10000 (97.80%), best:    9831/10000 (98.31%), error:       743.87213, best error:       570.98334 on epoch:    65, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 217.5850677490s, input_fired_time: 2.2417864799, output_fired_time: 1.9324575663, propagate_forward_time: 81.9565124512, propagate_backward_time: 127.5153121948, weight_update_time: 0.2227347940, other_time: 3.9389877319
epoch time: 17.6852931976s, input_fired_time: 0.2880302370, output_fired_time: 0.0000000000, propagate_forward_time: 16.6393814087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7578811646
validation[          , genome  7170] predictions:    9819/  10000 (98.19%), best:    9831/10000 (98.31%), error:       621.05164, best error:       570.98334 on epoch:    65, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 232.5207672119s, input_fired_time: 2.3810813427, output_fired_time: 2.0369176865, propagate_forward_time: 85.3328857422, propagate_backward_time: 138.5763092041, weight_update_time: 0.2569422424, other_time: 4.1935729980
epoch time: 17.7652435303s, input_fired_time: 0.2919968963, output_fired_time: 0.0000000000, propagate_forward_time: 16.7839145660, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6893329620
validation[          , genome  7170] predictions:    9796/  10000 (97.96%), best:    9831/10000 (98.31%), error:       638.56067, best error:       570.98334 on epoch:    65, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 216.7919311523s, input_fired_time: 2.2408480644, output_fired_time: 1.9430280924, propagate_forward_time: 80.8312301636, propagate_backward_time: 127.8950729370, weight_update_time: 0.2202471346, other_time: 3.8817520142
epoch time: 16.1560230255s, input_fired_time: 0.2850187719, output_fired_time: 0.0000000000, propagate_forward_time: 15.1961135864, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6748905182
validation[          , genome  7170] predictions:    9768/  10000 (97.68%), best:    9831/10000 (98.31%), error:       792.96912, best error:       570.98334 on epoch:    65, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 217.5954437256s, input_fired_time: 2.2452895641, output_fired_time: 2.9338064194, propagate_forward_time: 80.7286834717, propagate_backward_time: 127.7799377441, weight_update_time: 0.2197726071, other_time: 3.9077301025
epoch time: 17.5430927277s, input_fired_time: 0.2894463539, output_fired_time: 0.0000000000, propagate_forward_time: 16.5731945038, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6804523468
validation[          , genome  7170] predictions:    9785/  10000 (97.85%), best:    9831/10000 (98.31%), error:       711.30261, best error:       570.98334 on epoch:    65, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 217.8781738281s, input_fired_time: 2.2380816936, output_fired_time: 1.9332302809, propagate_forward_time: 82.0990066528, propagate_backward_time: 127.7451858521, weight_update_time: 0.2196133733, other_time: 3.8626632690
epoch time: 18.2276935577s, input_fired_time: 0.3300360143, output_fired_time: 0.0000000000, propagate_forward_time: 17.2225112915, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6751461029
validation[          , genome  7170] predictions:    9794/  10000 (97.94%), best:    9831/10000 (98.31%), error:       694.86536, best error:       570.98334 on epoch:    65, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 221.5272064209s, input_fired_time: 2.2957384586, output_fired_time: 1.9454823732, propagate_forward_time: 83.2762985229, propagate_backward_time: 129.0286712646, weight_update_time: 0.2217646688, other_time: 4.9810028076
epoch time: 17.3233051300s, input_fired_time: 0.2865650058, output_fired_time: 0.0000000000, propagate_forward_time: 16.3584709167, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6782684326
validation[          , genome  7170] predictions:    9826/  10000 (98.26%), best:    9831/10000 (98.31%), error:       617.08478, best error:       570.98334 on epoch:    65, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 224.5201110840s, input_fired_time: 2.2815279961, output_fired_time: 2.0199544430, propagate_forward_time: 85.1788406372, propagate_backward_time: 131.0634460449, weight_update_time: 0.2206701189, other_time: 3.9763488770
epoch time: 17.3670215607s, input_fired_time: 0.2812890112, output_fired_time: 0.0000000000, propagate_forward_time: 16.4093341827, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6763992310
validation[          , genome  7170] predictions:    9783/  10000 (97.83%), best:    9831/10000 (98.31%), error:       732.77094, best error:       570.98334 on epoch:    65, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 217.7937774658s, input_fired_time: 2.2554638386, output_fired_time: 1.9353318214, propagate_forward_time: 81.8116455078, propagate_backward_time: 127.8973464966, weight_update_time: 0.2201280594, other_time: 3.8939895630
epoch time: 17.7347583771s, input_fired_time: 0.2882676423, output_fired_time: 0.0000000000, propagate_forward_time: 16.7625637054, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6839275360
validation[          , genome  7170] predictions:    9804/  10000 (98.04%), best:    9831/10000 (98.31%), error:       663.52856, best error:       570.98334 on epoch:    65, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 217.3380584717s, input_fired_time: 3.2326076031, output_fired_time: 1.9305313826, propagate_forward_time: 81.6707153320, propagate_backward_time: 126.6403198242, weight_update_time: 0.2186570466, other_time: 3.8638916016
epoch time: 17.7037677765s, input_fired_time: 0.2858481407, output_fired_time: 0.0000000000, propagate_forward_time: 16.7423572540, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6755619049
validation[          , genome  7170] predictions:    9799/  10000 (97.99%), best:    9831/10000 (98.31%), error:       689.90070, best error:       570.98334 on epoch:    65, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 222.9043426514s, input_fired_time: 2.2456040382, output_fired_time: 2.0127935410, propagate_forward_time: 81.9620895386, propagate_backward_time: 132.7070922852, weight_update_time: 0.2217642367, other_time: 3.9767761230
epoch time: 24.8608112335s, input_fired_time: 0.4008062184, output_fired_time: 0.0000000000, propagate_forward_time: 23.3491554260, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1108493805
validation[          , genome  7170] predictions:    9798/  10000 (97.98%), best:    9831/10000 (98.31%), error:       654.65582, best error:       570.98334 on epoch:    65, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 221.2713012695s, input_fired_time: 2.2667276859, output_fired_time: 1.9902553558, propagate_forward_time: 86.1714477539, propagate_backward_time: 126.9160079956, weight_update_time: 0.2217578441, other_time: 3.9268722534
epoch time: 17.4198322296s, input_fired_time: 0.2851825058, output_fired_time: 0.0000000000, propagate_forward_time: 16.4597263336, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6749229431
validation[          , genome  7170] predictions:    9806/  10000 (98.06%), best:    9831/10000 (98.31%), error:       670.66473, best error:       570.98334 on epoch:    65, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 218.6351165771s, input_fired_time: 3.2451453209, output_fired_time: 1.9491211176, propagate_forward_time: 83.5750579834, propagate_backward_time: 126.0028915405, weight_update_time: 0.2197019458, other_time: 3.8628921509
epoch time: 17.4172115326s, input_fired_time: 1.2931770086, output_fired_time: 0.0000000000, propagate_forward_time: 15.4382286072, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6858062744
validation[          , genome  7170] predictions:    9786/  10000 (97.86%), best:    9831/10000 (98.31%), error:       715.60272, best error:       570.98334 on epoch:    65, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 219.3837432861s, input_fired_time: 2.2313673496, output_fired_time: 1.9450492859, propagate_forward_time: 83.7383422852, propagate_backward_time: 127.5949249268, weight_update_time: 0.2193593234, other_time: 3.8740539551
epoch time: 18.1233158112s, input_fired_time: 0.2883296907, output_fired_time: 0.0000000000, propagate_forward_time: 17.1592464447, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6757392883
validation[          , genome  7170] predictions:    9809/  10000 (98.09%), best:    9831/10000 (98.31%), error:       652.36139, best error:       570.98334 on epoch:    65, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 221.8085937500s, input_fired_time: 2.2829539776, output_fired_time: 1.9748524427, propagate_forward_time: 82.8446426392, propagate_backward_time: 129.6658477783, weight_update_time: 0.2293152511, other_time: 5.0402984619
epoch time: 17.9769859314s, input_fired_time: 0.2923635244, output_fired_time: 0.0000000000, propagate_forward_time: 16.9773387909, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7072830200
validation[          , genome  7170] predictions:    9806/  10000 (98.06%), best:    9831/10000 (98.31%), error:       657.94263, best error:       570.98334 on epoch:    65, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 224.5988006592s, input_fired_time: 2.2690477371, output_fired_time: 1.9916568995, propagate_forward_time: 85.9867248535, propagate_backward_time: 130.2619171143, weight_update_time: 0.2215061337, other_time: 4.0894622803
epoch time: 17.3574886322s, input_fired_time: 0.2873004973, output_fired_time: 0.0000000000, propagate_forward_time: 16.3785667419, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6916217804
validation[          , genome  7170] predictions:    9801/  10000 (98.01%), best:    9831/10000 (98.31%), error:       667.39655, best error:       570.98334 on epoch:    65, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 218.0216979980s, input_fired_time: 3.2482290268, output_fired_time: 1.9369162321, propagate_forward_time: 82.0453872681, propagate_backward_time: 126.8863525391, weight_update_time: 0.2217636555, other_time: 3.9048156738
epoch time: 17.5444412231s, input_fired_time: 0.2885477245, output_fired_time: 0.0000000000, propagate_forward_time: 16.5696926117, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6862010956
validation[          , genome  7170] predictions:    9802/  10000 (98.02%), best:    9831/10000 (98.31%), error:       651.74664, best error:       570.98334 on epoch:    65, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 219.6743316650s, input_fired_time: 2.2578065395, output_fired_time: 1.9744184017, propagate_forward_time: 83.5733261108, propagate_backward_time: 127.9196319580, weight_update_time: 0.2276045978, other_time: 3.9491424561
epoch time: 17.3363227844s, input_fired_time: 0.2853257358, output_fired_time: 0.0000000000, propagate_forward_time: 16.3720703125, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6789264679
validation[          , genome  7170] predictions:    9805/  10000 (98.05%), best:    9831/10000 (98.31%), error:       659.06451, best error:       570.98334 on epoch:    65, 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: 87.9040756226s, input_fired_time: 1.4474070072, output_fired_time: 0.0000000000, propagate_forward_time: 81.8883514404, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.5683135986
best training[          , genome  7170] predictions:   49822/  50000 (99.64%), best:    9831/10000 (98.31%), error:       797.38831, best error:       570.98334 on epoch:    65, 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: 17.2136459351s, input_fired_time: 0.2831236720, output_fired_time: 0.0000000000, propagate_forward_time: 16.2436408997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6868820190
   testing[          , genome  7170] predictions:    9837/  10000 (98.37%), best:    9831/10000 (98.31%), error:       532.24261, best error:       570.98334 on epoch:    65, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
11:03:20 (5176): called boinc_finish(0)

</stderr_txt>
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