Nameexact_genome_1512568488_43_6932_1
Workunit2605958
Created7 Dec 2017, 22:50:36 UTC
Sent7 Dec 2017, 22:55:42 UTC
Report deadline16 Dec 2017, 10:11:56 UTC
Received8 Dec 2017, 3:53:08 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID53797
Run time2 hours 23 min 34 sec
CPU time2 hours 23 min 6 sec
Validate stateValid
Credit2,117.40
Device peak FLOPS3.64 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33

Stderr output

<core_client_version>7.2.42</core_client_version>
<![CDATA[
<stderr_txt>
, epoch:   13/100, mu: 0.7384625077, learning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 79.7938995361s, input_fired_time: 0.7975979447, output_fired_time: 0.5342463255, propagate_forward_time: 32.3705062866, propagate_backward_time: 44.2445182800, weight_update_time: 0.0838530287, other_time: 1.8470268250
epoch time: 6.8155078888s, input_fired_time: 0.0876768678, output_fired_time: 0.0000000000, propagate_forward_time: 6.4121222496, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3157086372
validation[          , genome  6932] predictions:    9675/  10000 (96.75%), best:    9681/10000 (96.81%), error:      1031.90344, best error:       987.42108 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 77.9081497192s, input_fired_time: 0.7950266004, output_fired_time: 0.5091958642, propagate_forward_time: 31.5234298706, propagate_backward_time: 43.3249664307, weight_update_time: 0.0823512897, other_time: 1.7555313110
epoch time: 6.6799197197s, input_fired_time: 0.0846615061, output_fired_time: 0.0000000000, propagate_forward_time: 6.2812581062, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3140001297
validation[          , genome  6932] predictions:    9663/  10000 (96.63%), best:    9681/10000 (96.81%), error:      1170.10913, best error:       987.42108 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 78.2203598022s, input_fired_time: 0.8170854449, output_fired_time: 0.5110278726, propagate_forward_time: 31.6231098175, propagate_backward_time: 43.4861984253, weight_update_time: 0.0829353705, other_time: 1.7829437256
epoch time: 6.6859903336s, input_fired_time: 0.0796075389, output_fired_time: 0.0000000000, propagate_forward_time: 6.3048648834, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3015179634
validation[          , genome  6932] predictions:    9716/  10000 (97.16%), best:    9716/10000 (97.16%), error:       964.77649, best error:       964.77649 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 77.9860610962s, input_fired_time: 0.7948770523, output_fired_time: 0.5080215335, propagate_forward_time: 31.5494823456, propagate_backward_time: 43.3395652771, weight_update_time: 0.0822467655, other_time: 1.7941169739
epoch time: 6.7215480804s, input_fired_time: 0.0867486820, output_fired_time: 0.0000000000, propagate_forward_time: 6.3154425621, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3193569183
validation[          , genome  6932] predictions:    9600/  10000 (96.00%), best:    9716/10000 (97.16%), error:      1267.38599, best error:       964.77649 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 78.8009185791s, input_fired_time: 0.8061930537, output_fired_time: 0.5191310048, propagate_forward_time: 31.8688564301, propagate_backward_time: 43.7894973755, weight_update_time: 0.0843580663, other_time: 1.8172378540
epoch time: 6.6760601997s, input_fired_time: 0.0861797258, output_fired_time: 0.0000000000, propagate_forward_time: 6.2693614960, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3205189705
validation[          , genome  6932] predictions:    9686/  10000 (96.86%), best:    9716/10000 (97.16%), error:      1011.53455, best error:       964.77649 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 78.4343719482s, input_fired_time: 0.8137576580, output_fired_time: 0.5133407712, propagate_forward_time: 31.6946907043, propagate_backward_time: 43.5779991150, weight_update_time: 0.0854447782, other_time: 1.8345794678
epoch time: 6.6558775902s, input_fired_time: 0.0802185386, output_fired_time: 0.0000000000, propagate_forward_time: 6.2730832100, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3025760651
validation[          , genome  6932] predictions:    9703/  10000 (97.03%), best:    9703/10000 (97.03%), error:       939.59430, best error:       939.59430 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 78.2701034546s, input_fired_time: 0.8398299217, output_fired_time: 0.5206262469, propagate_forward_time: 31.6458702087, propagate_backward_time: 43.4824409485, weight_update_time: 0.0836220458, other_time: 1.7813339233
epoch time: 6.6502885818s, input_fired_time: 0.0892558843, output_fired_time: 0.0000000000, propagate_forward_time: 6.2597675323, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3012652397
validation[          , genome  6932] predictions:    9721/  10000 (97.21%), best:    9721/10000 (97.21%), error:       927.02704, best error:       927.02704 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 77.9181213379s, input_fired_time: 0.8123770356, output_fired_time: 0.5063689947, propagate_forward_time: 31.5340538025, propagate_backward_time: 43.3457069397, weight_update_time: 0.0806009844, other_time: 1.7196121216
epoch time: 6.7455754280s, input_fired_time: 0.0811001956, output_fired_time: 0.0000000000, propagate_forward_time: 6.3622550964, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3022203445
validation[          , genome  6932] predictions:    9698/  10000 (96.98%), best:    9721/10000 (97.21%), error:       997.67065, best error:       927.02704 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 77.4181823730s, input_fired_time: 0.7662210464, output_fired_time: 0.5054060817, propagate_forward_time: 31.3501110077, propagate_backward_time: 43.0847244263, weight_update_time: 0.0805722326, other_time: 1.7117156982
epoch time: 6.6428632736s, input_fired_time: 0.0806331262, output_fired_time: 0.0000000000, propagate_forward_time: 6.2633895874, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2988405228
validation[          , genome  6932] predictions:    9683/  10000 (96.83%), best:    9721/10000 (97.21%), error:      1017.58728, best error:       927.02704 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 78.0484237671s, input_fired_time: 0.7901899815, output_fired_time: 0.5095317364, propagate_forward_time: 31.5772190094, propagate_backward_time: 43.3950614929, weight_update_time: 0.0829256549, other_time: 1.7764244080
epoch time: 6.6296181679s, input_fired_time: 0.0807149410, output_fired_time: 0.0000000000, propagate_forward_time: 6.2465386391, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3023648262
validation[          , genome  6932] predictions:    9693/  10000 (96.93%), best:    9721/10000 (97.21%), error:       989.29877, best error:       927.02704 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 77.7903213501s, input_fired_time: 0.7858221531, output_fired_time: 0.5076150298, propagate_forward_time: 31.4528560638, propagate_backward_time: 43.2921676636, weight_update_time: 0.0824546516, other_time: 1.7518615723
epoch time: 6.8445949554s, input_fired_time: 0.0843437016, output_fired_time: 0.0000000000, propagate_forward_time: 6.4484410286, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3118100166
validation[          , genome  6932] predictions:    9752/  10000 (97.52%), best:    9752/10000 (97.52%), error:       812.29858, best error:       812.29858 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 78.0866699219s, input_fired_time: 0.7878056765, output_fired_time: 0.5081697702, propagate_forward_time: 31.6290092468, propagate_backward_time: 43.3807525635, weight_update_time: 0.0828921646, other_time: 1.7809333801
epoch time: 6.7215800285s, input_fired_time: 0.0847546086, output_fired_time: 0.0000000000, propagate_forward_time: 6.3253512383, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3114743233
validation[          , genome  6932] predictions:    9682/  10000 (96.82%), best:    9752/10000 (97.52%), error:      1050.16443, best error:       812.29858 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 78.3248596191s, input_fired_time: 0.8062599301, output_fired_time: 0.5133965015, propagate_forward_time: 31.7024841309, propagate_backward_time: 43.5005722046, weight_update_time: 0.0848608017, other_time: 1.8021469116
epoch time: 6.7348136902s, input_fired_time: 0.0882424116, output_fired_time: 0.0000000000, propagate_forward_time: 6.3251395226, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3214316368
validation[          , genome  6932] predictions:    9694/  10000 (96.94%), best:    9752/10000 (97.52%), error:      1005.82837, best error:       812.29858 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 78.4173049927s, input_fired_time: 0.8074618578, output_fired_time: 0.5129790306, propagate_forward_time: 31.7017726898, propagate_backward_time: 43.5849456787, weight_update_time: 0.0850745291, other_time: 1.8101425171
epoch time: 6.7111120224s, input_fired_time: 0.0871252790, output_fired_time: 0.0000000000, propagate_forward_time: 6.3046026230, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3193840981
validation[          , genome  6932] predictions:    9711/  10000 (97.11%), best:    9752/10000 (97.52%), error:       925.46484, best error:       812.29858 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 78.0060882568s, input_fired_time: 0.7954952121, output_fired_time: 0.5166272521, propagate_forward_time: 31.5771427155, propagate_backward_time: 43.3193893433, weight_update_time: 0.0833696723, other_time: 1.7974395752
epoch time: 6.7639112473s, input_fired_time: 0.0865987763, output_fired_time: 0.0000000000, propagate_forward_time: 6.3633451462, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3139672279
validation[          , genome  6932] predictions:    9718/  10000 (97.18%), best:    9752/10000 (97.52%), error:       935.16840, best error:       812.29858 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 77.9668350220s, input_fired_time: 0.7918828726, output_fired_time: 0.5174233317, propagate_forward_time: 31.5227851868, propagate_backward_time: 43.3317794800, weight_update_time: 0.0831569061, other_time: 1.8029594421
epoch time: 6.6492762566s, input_fired_time: 0.0817880705, output_fired_time: 0.0000000000, propagate_forward_time: 6.2638316154, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3036565781
validation[          , genome  6932] predictions:    9751/  10000 (97.51%), best:    9752/10000 (97.52%), error:       854.92719, best error:       812.29858 on epoch:    24, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 77.8053054810s, input_fired_time: 0.7757802606, output_fired_time: 0.5073729753, propagate_forward_time: 31.4964523315, propagate_backward_time: 43.2608451843, weight_update_time: 0.0813015476, other_time: 1.7648582458
epoch time: 6.7109794617s, input_fired_time: 0.0844635591, output_fired_time: 0.0000000000, propagate_forward_time: 6.3200583458, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3064575195
validation[          , genome  6932] predictions:    9690/  10000 (96.90%), best:    9752/10000 (97.52%), error:      1004.79352, best error:       812.29858 on epoch:    24, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 77.6249008179s, input_fired_time: 0.7786616683, output_fired_time: 0.5060966015, propagate_forward_time: 31.4235820770, propagate_backward_time: 43.1919326782, weight_update_time: 0.0803113207, other_time: 1.7246246338
epoch time: 6.6997613907s, input_fired_time: 0.0820748135, output_fired_time: 0.0000000000, propagate_forward_time: 6.3142008781, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3034858704
validation[          , genome  6932] predictions:    9691/  10000 (96.91%), best:    9752/10000 (97.52%), error:      1060.16919, best error:       812.29858 on epoch:    24, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 78.3339080811s, input_fired_time: 0.8124409318, output_fired_time: 0.5106583834, propagate_forward_time: 31.6570301056, propagate_backward_time: 43.5685958862, weight_update_time: 0.0838221461, other_time: 1.7851867676
epoch time: 6.7418413162s, input_fired_time: 0.0899350345, output_fired_time: 0.0000000000, propagate_forward_time: 6.3272633553, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3246431351
validation[          , genome  6932] predictions:    9720/  10000 (97.20%), best:    9752/10000 (97.52%), error:       925.62238, best error:       812.29858 on epoch:    24, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 78.4586715698s, input_fired_time: 0.8243815303, output_fired_time: 0.5232510567, propagate_forward_time: 31.6421394348, propagate_backward_time: 43.5951576233, weight_update_time: 0.0865391418, other_time: 1.8737411499
epoch time: 6.7157521248s, input_fired_time: 0.0822942406, output_fired_time: 0.0000000000, propagate_forward_time: 6.3345537186, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2989039421
validation[          , genome  6932] predictions:    9719/  10000 (97.19%), best:    9752/10000 (97.52%), error:       957.74182, best error:       812.29858 on epoch:    24, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 78.0992279053s, input_fired_time: 0.7999750376, output_fired_time: 0.5288573503, propagate_forward_time: 31.5623359680, propagate_backward_time: 43.4288139343, weight_update_time: 0.0836517513, other_time: 1.7792510986
epoch time: 6.6512103081s, input_fired_time: 0.0834675953, output_fired_time: 0.0000000000, propagate_forward_time: 6.2645525932, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3031902313
validation[          , genome  6932] predictions:    9712/  10000 (97.12%), best:    9752/10000 (97.52%), error:       985.24823, best error:       812.29858 on epoch:    24, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 77.7302627563s, input_fired_time: 0.7816271782, output_fired_time: 0.5067012310, propagate_forward_time: 31.4402427673, propagate_backward_time: 43.2485656738, weight_update_time: 0.0811865479, other_time: 1.7531318665
epoch time: 6.7479362488s, input_fired_time: 0.0889367089, output_fired_time: 0.0000000000, propagate_forward_time: 6.3312749863, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3277244568
validation[          , genome  6932] predictions:    9681/  10000 (96.81%), best:    9752/10000 (97.52%), error:      1054.78784, best error:       812.29858 on epoch:    24, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 78.1169815063s, input_fired_time: 0.7963836789, output_fired_time: 0.5094065666, propagate_forward_time: 31.6866054535, propagate_backward_time: 43.3454627991, weight_update_time: 0.0836189762, other_time: 1.7791175842
epoch time: 6.7078309059s, input_fired_time: 0.0937338471, output_fired_time: 0.0000000000, propagate_forward_time: 6.3032264709, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3108706474
validation[          , genome  6932] predictions:    9723/  10000 (97.23%), best:    9752/10000 (97.52%), error:       921.85785, best error:       812.29858 on epoch:    24, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 78.0395812988s, input_fired_time: 0.7808474898, output_fired_time: 0.5058462024, propagate_forward_time: 31.6285247803, propagate_backward_time: 43.3833541870, weight_update_time: 0.0812785029, other_time: 1.7410125732
epoch time: 6.6298174858s, input_fired_time: 0.0824020803, output_fired_time: 0.0000000000, propagate_forward_time: 6.2484755516, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2989397049
validation[          , genome  6932] predictions:    9695/  10000 (96.95%), best:    9752/10000 (97.52%), error:       992.59741, best error:       812.29858 on epoch:    24, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 78.1709136963s, input_fired_time: 0.8108644485, output_fired_time: 0.5126275420, propagate_forward_time: 31.5918922424, propagate_backward_time: 43.4448204041, weight_update_time: 0.0850082487, other_time: 1.8107070923
epoch time: 6.7299575806s, input_fired_time: 0.0874421075, output_fired_time: 0.0000000000, propagate_forward_time: 6.3302855492, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3122301102
validation[          , genome  6932] predictions:    9718/  10000 (97.18%), best:    9752/10000 (97.52%), error:       907.79742, best error:       812.29858 on epoch:    24, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 77.7313995361s, input_fired_time: 0.7777795792, output_fired_time: 0.5065811276, propagate_forward_time: 31.4835224152, propagate_backward_time: 43.2488861084, weight_update_time: 0.0807103887, other_time: 1.7146301270
epoch time: 6.6423845291s, input_fired_time: 0.0828962028, output_fired_time: 0.0000000000, propagate_forward_time: 6.2606329918, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2988553047
validation[          , genome  6932] predictions:    9700/  10000 (97.00%), best:    9752/10000 (97.52%), error:       894.39044, best error:       812.29858 on epoch:    24, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 77.5865554810s, input_fired_time: 0.7842682600, output_fired_time: 0.5061219335, propagate_forward_time: 31.4053230286, propagate_backward_time: 43.1543426514, weight_update_time: 0.0816078410, other_time: 1.7364997864
epoch time: 6.6640753746s, input_fired_time: 0.0858718753, output_fired_time: 0.0000000000, propagate_forward_time: 6.2732162476, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3049874306
validation[          , genome  6932] predictions:    9673/  10000 (96.73%), best:    9752/10000 (97.52%), error:      1100.64148, best error:       812.29858 on epoch:    24, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 77.5791702271s, input_fired_time: 0.7878111601, output_fired_time: 0.5076588988, propagate_forward_time: 31.4121799469, propagate_backward_time: 43.1249847412, weight_update_time: 0.0825504735, other_time: 1.7465362549
epoch time: 6.6582050323s, input_fired_time: 0.0811866745, output_fired_time: 0.0000000000, propagate_forward_time: 6.2752795219, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3017387390
validation[          , genome  6932] predictions:    9663/  10000 (96.63%), best:    9752/10000 (97.52%), error:      1114.57532, best error:       812.29858 on epoch:    24, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 78.2025375366s, input_fired_time: 0.8177423477, output_fired_time: 0.5116517544, propagate_forward_time: 31.6012573242, propagate_backward_time: 43.4546318054, weight_update_time: 0.0996410474, other_time: 1.8172569275
epoch time: 6.7248659134s, input_fired_time: 0.0911994800, output_fired_time: 0.0000000000, propagate_forward_time: 6.3166370392, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3170294762
validation[          , genome  6932] predictions:    9745/  10000 (97.45%), best:    9752/10000 (97.52%), error:       857.24084, best error:       812.29858 on epoch:    24, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 78.3251876831s, input_fired_time: 0.8209650517, output_fired_time: 0.5194154382, propagate_forward_time: 31.7016983032, propagate_backward_time: 43.4710502625, weight_update_time: 0.0860443339, other_time: 1.8120536804
epoch time: 6.7285490036s, input_fired_time: 0.0902936608, output_fired_time: 0.0000000000, propagate_forward_time: 6.3213295937, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3169255257
validation[          , genome  6932] predictions:    9701/  10000 (97.01%), best:    9752/10000 (97.52%), error:      1039.17944, best error:       812.29858 on epoch:    24, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 78.5353469849s, input_fired_time: 0.8197308779, output_fired_time: 0.5123056173, propagate_forward_time: 31.7505207062, propagate_backward_time: 43.6294937134, weight_update_time: 0.0861802250, other_time: 1.8232955933
epoch time: 6.7313227654s, input_fired_time: 0.0893160179, output_fired_time: 0.0000000000, propagate_forward_time: 6.3238887787, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3181180954
validation[          , genome  6932] predictions:    9737/  10000 (97.37%), best:    9752/10000 (97.52%), error:       884.19989, best error:       812.29858 on epoch:    24, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 78.4513931274s, input_fired_time: 0.8246207237, output_fired_time: 0.5147178769, propagate_forward_time: 31.7170181274, propagate_backward_time: 43.5707321167, weight_update_time: 0.0856193304, other_time: 1.8243026733
epoch time: 6.7327079773s, input_fired_time: 0.0859812945, output_fired_time: 0.0000000000, propagate_forward_time: 6.3276500702, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3190765381
validation[          , genome  6932] predictions:    9743/  10000 (97.43%), best:    9752/10000 (97.52%), error:       859.71509, best error:       812.29858 on epoch:    24, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 78.4570083618s, input_fired_time: 0.8083744049, output_fired_time: 0.5108416677, propagate_forward_time: 31.6659584045, propagate_backward_time: 43.6848983765, weight_update_time: 0.0836882666, other_time: 1.7869377136
epoch time: 6.7312998772s, input_fired_time: 0.0911487266, output_fired_time: 0.0000000000, propagate_forward_time: 6.3227705956, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3173804283
validation[          , genome  6932] predictions:    9720/  10000 (97.20%), best:    9752/10000 (97.52%), error:       888.02802, best error:       812.29858 on epoch:    24, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 78.4057464600s, input_fired_time: 0.8242772222, output_fired_time: 0.5120641589, propagate_forward_time: 31.6914939880, propagate_backward_time: 43.5619544983, weight_update_time: 0.0863957927, other_time: 1.8159561157
epoch time: 6.7154021263s, input_fired_time: 0.0895852819, output_fired_time: 0.0000000000, propagate_forward_time: 6.3090224266, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3167943954
validation[          , genome  6932] predictions:    9743/  10000 (97.43%), best:    9752/10000 (97.52%), error:       849.59662, best error:       812.29858 on epoch:    24, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 78.2411575317s, input_fired_time: 0.8210144043, output_fired_time: 0.5173321366, propagate_forward_time: 31.6135463715, propagate_backward_time: 43.4782409668, weight_update_time: 0.0850475729, other_time: 1.8110198975
epoch time: 6.6892833710s, input_fired_time: 0.0837531313, output_fired_time: 0.0000000000, propagate_forward_time: 6.3051266670, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3004035950
validation[          , genome  6932] predictions:    9709/  10000 (97.09%), best:    9752/10000 (97.52%), error:      1027.77588, best error:       812.29858 on epoch:    24, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 77.5910034180s, input_fired_time: 0.7897601128, output_fired_time: 0.5102664232, propagate_forward_time: 31.4300804138, propagate_backward_time: 43.1271705627, weight_update_time: 0.0811877623, other_time: 1.7337265015
epoch time: 6.7349596024s, input_fired_time: 0.0906836241, output_fired_time: 0.0000000000, propagate_forward_time: 6.3226537704, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3216223717
validation[          , genome  6932] predictions:    9738/  10000 (97.38%), best:    9752/10000 (97.52%), error:       812.88440, best error:       812.29858 on epoch:    24, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 77.5309524536s, input_fired_time: 0.7846150398, output_fired_time: 0.5376915932, propagate_forward_time: 31.3993148804, propagate_backward_time: 43.0775833130, weight_update_time: 0.0809914768, other_time: 1.7317504883
epoch time: 6.6411352158s, input_fired_time: 0.0839165822, output_fired_time: 0.0000000000, propagate_forward_time: 6.2553591728, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3018593788
validation[          , genome  6932] predictions:    9725/  10000 (97.25%), best:    9752/10000 (97.52%), error:       961.49115, best error:       812.29858 on epoch:    24, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 78.3247375488s, input_fired_time: 0.8240133524, output_fired_time: 0.5137388706, propagate_forward_time: 31.6531677246, propagate_backward_time: 43.5295448303, weight_update_time: 0.0849318355, other_time: 1.8042716980
epoch time: 6.6385889053s, input_fired_time: 0.0828125924, output_fired_time: 0.0000000000, propagate_forward_time: 6.2556257248, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3001503944
validation[          , genome  6932] predictions:    9674/  10000 (96.74%), best:    9752/10000 (97.52%), error:      1099.86963, best error:       812.29858 on epoch:    24, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 77.8436050415s, input_fired_time: 0.8051155806, output_fired_time: 0.5089274645, propagate_forward_time: 31.5212745667, propagate_backward_time: 43.2458457947, weight_update_time: 0.0833077878, other_time: 1.7624435425
epoch time: 6.7377243042s, input_fired_time: 0.0848834440, output_fired_time: 0.0000000000, propagate_forward_time: 6.3454451561, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3073959351
validation[          , genome  6932] predictions:    9703/  10000 (97.03%), best:    9752/10000 (97.52%), error:       935.37720, best error:       812.29858 on epoch:    24, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 77.8639602661s, input_fired_time: 0.7996048927, output_fired_time: 0.5225015283, propagate_forward_time: 31.4493045807, propagate_backward_time: 43.3386726379, weight_update_time: 0.0822579041, other_time: 1.7538795471
epoch time: 6.6545352936s, input_fired_time: 0.0897837058, output_fired_time: 0.0000000000, propagate_forward_time: 6.2537226677, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3110289574
validation[          , genome  6932] predictions:    9727/  10000 (97.27%), best:    9752/10000 (97.52%), error:       849.89001, best error:       812.29858 on epoch:    24, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 77.5644149780s, input_fired_time: 0.8037651181, output_fired_time: 0.5070894361, propagate_forward_time: 31.4257888794, propagate_backward_time: 43.0811767578, weight_update_time: 0.0832170919, other_time: 1.7465972900
epoch time: 6.6650476456s, input_fired_time: 0.0848413259, output_fired_time: 0.0000000000, propagate_forward_time: 6.2803754807, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2998309135
validation[          , genome  6932] predictions:    9722/  10000 (97.22%), best:    9752/10000 (97.52%), error:       898.56976, best error:       812.29858 on epoch:    24, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 77.6808547974s, input_fired_time: 0.8073037267, output_fired_time: 0.5079902411, propagate_forward_time: 31.4525203705, propagate_backward_time: 43.1534347534, weight_update_time: 0.0831204355, other_time: 1.7596054077
epoch time: 6.6389517784s, input_fired_time: 0.0839763582, output_fired_time: 0.0000000000, propagate_forward_time: 6.2549777031, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2999978065
validation[          , genome  6932] predictions:    9712/  10000 (97.12%), best:    9752/10000 (97.52%), error:       936.48969, best error:       812.29858 on epoch:    24, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 78.0688171387s, input_fired_time: 0.8145345449, output_fired_time: 0.5163488388, propagate_forward_time: 31.6061000824, propagate_backward_time: 43.3518333435, weight_update_time: 0.0842742249, other_time: 1.7799949646
epoch time: 6.7009267807s, input_fired_time: 0.0891338065, output_fired_time: 0.0000000000, propagate_forward_time: 6.2961854935, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3156075478
validation[          , genome  6932] predictions:    9710/  10000 (97.10%), best:    9752/10000 (97.52%), error:       977.25775, best error:       812.29858 on epoch:    24, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 78.0557327271s, input_fired_time: 0.8104082346, output_fired_time: 0.5103264451, propagate_forward_time: 31.5530452728, propagate_backward_time: 43.3958663940, weight_update_time: 0.0836713016, other_time: 1.7860794067
epoch time: 6.6880226135s, input_fired_time: 0.0891075134, output_fired_time: 0.0000000000, propagate_forward_time: 6.2862062454, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3127088547
validation[          , genome  6932] predictions:    9695/  10000 (96.95%), best:    9752/10000 (97.52%), error:      1000.18610, best error:       812.29858 on epoch:    24, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 78.3400344849s, input_fired_time: 0.8417371511, output_fired_time: 0.5141567588, propagate_forward_time: 31.5989227295, propagate_backward_time: 43.5298118591, weight_update_time: 0.0861175135, other_time: 1.8554039001
epoch time: 6.7237238884s, input_fired_time: 0.0911327675, output_fired_time: 0.0000000000, propagate_forward_time: 6.3173847198, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3152065277
validation[          , genome  6932] predictions:    9750/  10000 (97.50%), best:    9752/10000 (97.52%), error:       855.52197, best error:       812.29858 on epoch:    24, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 78.1135787964s, input_fired_time: 0.8310192227, output_fired_time: 0.5119674802, propagate_forward_time: 31.5789108276, propagate_backward_time: 43.3664016724, weight_update_time: 0.0859032571, other_time: 1.8252792358
epoch time: 6.7032136917s, input_fired_time: 0.0888438076, output_fired_time: 0.0000000000, propagate_forward_time: 6.3049306870, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3094391823
validation[          , genome  6932] predictions:    9713/  10000 (97.13%), best:    9752/10000 (97.52%), error:       932.30066, best error:       812.29858 on epoch:    24, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 77.6940841675s, input_fired_time: 0.8015611172, output_fired_time: 0.5071605444, propagate_forward_time: 31.4146022797, propagate_backward_time: 43.2213516235, weight_update_time: 0.0819568485, other_time: 1.7494049072
epoch time: 6.6818699837s, input_fired_time: 0.0845871642, output_fired_time: 0.0000000000, propagate_forward_time: 6.2963757515, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3009071350
validation[          , genome  6932] predictions:    9666/  10000 (96.66%), best:    9752/10000 (97.52%), error:      1119.92578, best error:       812.29858 on epoch:    24, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 78.0872650146s, input_fired_time: 0.7936471701, output_fired_time: 0.5084653497, propagate_forward_time: 31.5734519958, propagate_backward_time: 43.4721832275, weight_update_time: 0.0809595436, other_time: 1.7395133972
epoch time: 6.8147311211s, input_fired_time: 0.0884058326, output_fired_time: 0.0000000000, propagate_forward_time: 6.4068365097, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3194890022
validation[          , genome  6932] predictions:    9721/  10000 (97.21%), best:    9752/10000 (97.52%), error:       886.45795, best error:       812.29858 on epoch:    24, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 77.9451828003s, input_fired_time: 0.8147712946, output_fired_time: 0.5105300546, propagate_forward_time: 31.5277538300, propagate_backward_time: 43.3149108887, weight_update_time: 0.0839271694, other_time: 1.7772140503
epoch time: 6.6256237030s, input_fired_time: 0.0846138373, output_fired_time: 0.0000000000, propagate_forward_time: 6.2402744293, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3007354736
validation[          , genome  6932] predictions:    9736/  10000 (97.36%), best:    9752/10000 (97.52%), error:       927.55078, best error:       812.29858 on epoch:    24, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 78.4375610352s, input_fired_time: 0.8196185231, output_fired_time: 0.5105793476, propagate_forward_time: 31.6534118652, propagate_backward_time: 43.6440658569, weight_update_time: 0.0844258443, other_time: 1.8098831177
epoch time: 6.7087607384s, input_fired_time: 0.0888875425, output_fired_time: 0.0000000000, propagate_forward_time: 6.3072886467, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3125844002
validation[          , genome  6932] predictions:    9741/  10000 (97.41%), best:    9752/10000 (97.52%), error:       841.63324, best error:       812.29858 on epoch:    24, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 77.5970382690s, input_fired_time: 0.7917059660, output_fired_time: 0.5057004094, propagate_forward_time: 31.4031276703, propagate_backward_time: 43.1786499023, weight_update_time: 0.0806529149, other_time: 1.7178573608
epoch time: 6.7359461784s, input_fired_time: 0.0907000378, output_fired_time: 0.0000000000, propagate_forward_time: 6.3252582550, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3199877739
validation[          , genome  6932] predictions:    9738/  10000 (97.38%), best:    9752/10000 (97.52%), error:       847.37225, best error:       812.29858 on epoch:    24, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 77.9832611084s, input_fired_time: 0.8036789894, output_fired_time: 0.5409839153, propagate_forward_time: 31.5574607849, propagate_backward_time: 43.3200302124, weight_update_time: 0.0824906603, other_time: 1.7611045837
epoch time: 6.6447677612s, input_fired_time: 0.0848615617, output_fired_time: 0.0000000000, propagate_forward_time: 6.2627596855, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2971463203
validation[          , genome  6932] predictions:    9766/  10000 (97.66%), best:    9766/10000 (97.66%), error:       800.73511, best error:       800.73511 on epoch:    65, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 78.6974487305s, input_fired_time: 0.8049987555, output_fired_time: 0.5103240013, propagate_forward_time: 31.8602333069, propagate_backward_time: 43.7473297119, weight_update_time: 0.0818482339, other_time: 1.7745628357
epoch time: 6.6713581085s, input_fired_time: 0.0852033868, output_fired_time: 0.0000000000, propagate_forward_time: 6.2836198807, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3025350571
validation[          , genome  6932] predictions:    9759/  10000 (97.59%), best:    9766/10000 (97.66%), error:       819.36456, best error:       800.73511 on epoch:    65, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 78.4047393799s, input_fired_time: 0.8443168998, output_fired_time: 0.5124777555, propagate_forward_time: 31.6700172424, propagate_backward_time: 43.5673751831, weight_update_time: 0.0848971531, other_time: 1.8105583191
epoch time: 6.7827692032s, input_fired_time: 0.0954285637, output_fired_time: 0.0000000000, propagate_forward_time: 6.3605418205, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3267989159
validation[          , genome  6932] predictions:    9715/  10000 (97.15%), best:    9766/10000 (97.66%), error:       946.47321, best error:       800.73511 on epoch:    65, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 79.2441024780s, input_fired_time: 0.8314982057, output_fired_time: 0.5146659613, propagate_forward_time: 31.9599075317, propagate_backward_time: 44.0969009399, weight_update_time: 0.0852694586, other_time: 1.8411331177
epoch time: 6.6733446121s, input_fired_time: 0.0865362734, output_fired_time: 0.0000000000, propagate_forward_time: 6.2837514877, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3030567169
validation[          , genome  6932] predictions:    9759/  10000 (97.59%), best:    9759/10000 (97.59%), error:       777.08380, best error:       777.08380 on epoch:    68, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 77.4902038574s, input_fired_time: 0.7858349085, output_fired_time: 0.5050839782, propagate_forward_time: 31.3849067688, propagate_backward_time: 43.1080551147, weight_update_time: 0.0804055780, other_time: 1.7063255310
epoch time: 7.2727260590s, input_fired_time: 0.0970617682, output_fired_time: 0.0000000000, propagate_forward_time: 6.8290467262, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3466176987
validation[          , genome  6932] predictions:    9746/  10000 (97.46%), best:    9759/10000 (97.59%), error:       821.50665, best error:       777.08380 on epoch:    68, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 78.3838653564s, input_fired_time: 0.8311831355, output_fired_time: 0.5129219294, propagate_forward_time: 31.6673793793, propagate_backward_time: 43.5517578125, weight_update_time: 0.0855752677, other_time: 1.8206176758
epoch time: 6.7186946869s, input_fired_time: 0.0901346952, output_fired_time: 0.0000000000, propagate_forward_time: 6.3148794174, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3136806488
validation[          , genome  6932] predictions:    9730/  10000 (97.30%), best:    9759/10000 (97.59%), error:       950.57611, best error:       777.08380 on epoch:    68, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 77.8899459839s, input_fired_time: 0.8358532190, output_fired_time: 0.5096150041, propagate_forward_time: 31.5375862122, propagate_backward_time: 43.2111701965, weight_update_time: 0.0851612687, other_time: 1.7957229614
epoch time: 6.6864342690s, input_fired_time: 0.0872765854, output_fired_time: 0.0000000000, propagate_forward_time: 6.2879338264, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3112239838
validation[          , genome  6932] predictions:    9726/  10000 (97.26%), best:    9759/10000 (97.59%), error:       884.40985, best error:       777.08380 on epoch:    68, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 78.2654037476s, input_fired_time: 0.8160529137, output_fired_time: 0.5074772835, propagate_forward_time: 31.6965141296, propagate_backward_time: 43.4738769531, weight_update_time: 0.0821089447, other_time: 1.7714805603
epoch time: 6.6573629379s, input_fired_time: 0.0849423185, output_fired_time: 0.0000000000, propagate_forward_time: 6.2730975151, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2993230820
validation[          , genome  6932] predictions:    9681/  10000 (96.81%), best:    9759/10000 (97.59%), error:      1011.39850, best error:       777.08380 on epoch:    68, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 78.2730712891s, input_fired_time: 0.8090047240, output_fired_time: 0.5267977118, propagate_forward_time: 31.6453514099, propagate_backward_time: 43.5094680786, weight_update_time: 0.0828960836, other_time: 1.7824516296
epoch time: 6.6817889214s, input_fired_time: 0.0861391947, output_fired_time: 0.0000000000, propagate_forward_time: 6.2906208038, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3050289154
validation[          , genome  6932] predictions:    9739/  10000 (97.39%), best:    9759/10000 (97.59%), error:       872.70251, best error:       777.08380 on epoch:    68, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 77.9765167236s, input_fired_time: 0.7983901501, output_fired_time: 0.5182301998, propagate_forward_time: 31.5325775146, propagate_backward_time: 43.3933982849, weight_update_time: 0.0808556527, other_time: 1.7339210510
epoch time: 6.6813158989s, input_fired_time: 0.0877218992, output_fired_time: 0.0000000000, propagate_forward_time: 6.2854990959, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3080949783
validation[          , genome  6932] predictions:    9716/  10000 (97.16%), best:    9759/10000 (97.59%), error:       935.79065, best error:       777.08380 on epoch:    68, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 78.0883331299s, input_fired_time: 0.7976673245, output_fired_time: 0.5104999542, propagate_forward_time: 31.6663227081, propagate_backward_time: 43.3913803101, weight_update_time: 0.0810840577, other_time: 1.7224655151
epoch time: 6.6556739807s, input_fired_time: 0.0844676793, output_fired_time: 0.0000000000, propagate_forward_time: 6.2711977959, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3000082970
validation[          , genome  6932] predictions:    9763/  10000 (97.63%), best:    9759/10000 (97.59%), error:       833.21967, best error:       777.08380 on epoch:    68, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 78.0422058105s, input_fired_time: 0.8280261755, output_fired_time: 0.5110269785, propagate_forward_time: 31.5918083191, propagate_backward_time: 43.3153152466, weight_update_time: 0.0845092013, other_time: 1.7960319519
epoch time: 6.6640977859s, input_fired_time: 0.0880872160, output_fired_time: 0.0000000000, propagate_forward_time: 6.2700972557, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3059134483
validation[          , genome  6932] predictions:    9758/  10000 (97.58%), best:    9759/10000 (97.59%), error:       831.91656, best error:       777.08380 on epoch:    68, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 77.9720230103s, input_fired_time: 0.8046437502, output_fired_time: 0.5160854459, propagate_forward_time: 31.5432815552, propagate_backward_time: 43.3683052063, weight_update_time: 0.0814833865, other_time: 1.7397117615
epoch time: 6.6358513832s, input_fired_time: 0.0844430923, output_fired_time: 0.0000000000, propagate_forward_time: 6.2555522919, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2958559990
validation[          , genome  6932] predictions:    9739/  10000 (97.39%), best:    9759/10000 (97.59%), error:       857.87964, best error:       777.08380 on epoch:    68, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 77.9126815796s, input_fired_time: 0.8063802123, output_fired_time: 0.5097051263, propagate_forward_time: 31.5364761353, propagate_backward_time: 43.2870750427, weight_update_time: 0.0828508064, other_time: 1.7730445862
epoch time: 6.6938767433s, input_fired_time: 0.0914265364, output_fired_time: 0.0000000000, propagate_forward_time: 6.2865924835, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3158578873
validation[          , genome  6932] predictions:    9687/  10000 (96.87%), best:    9759/10000 (97.59%), error:      1037.39807, best error:       777.08380 on epoch:    68, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 78.8098373413s, input_fired_time: 0.8375468254, output_fired_time: 0.5239945650, propagate_forward_time: 31.7741031647, propagate_backward_time: 43.8548507690, weight_update_time: 0.0854790136, other_time: 1.8193435669
epoch time: 6.7194199562s, input_fired_time: 0.0936823711, output_fired_time: 0.0000000000, propagate_forward_time: 6.3046936989, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3210439682
validation[          , genome  6932] predictions:    9758/  10000 (97.58%), best:    9759/10000 (97.59%), error:       802.21320, best error:       777.08380 on epoch:    68, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 78.2598114014s, input_fired_time: 0.8322364688, output_fired_time: 0.5127374530, propagate_forward_time: 31.6283149719, propagate_backward_time: 43.4674911499, weight_update_time: 0.0852743387, other_time: 1.8190269470
epoch time: 6.6556248665s, input_fired_time: 0.0875724107, output_fired_time: 0.0000000000, propagate_forward_time: 6.2647118568, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3033404350
validation[          , genome  6932] predictions:    9739/  10000 (97.39%), best:    9759/10000 (97.59%), error:       866.78467, best error:       777.08380 on epoch:    68, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 77.8165740967s, input_fired_time: 0.8008006811, output_fired_time: 0.5076476932, propagate_forward_time: 31.5117740631, propagate_backward_time: 43.2729988098, weight_update_time: 0.0818123966, other_time: 1.7233543396
epoch time: 6.6301326752s, input_fired_time: 0.0856401324, output_fired_time: 0.0000000000, propagate_forward_time: 6.2443914413, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3001012802
validation[          , genome  6932] predictions:    9725/  10000 (97.25%), best:    9759/10000 (97.59%), error:       914.71143, best error:       777.08380 on epoch:    68, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 77.6404037476s, input_fired_time: 0.7975132465, output_fired_time: 0.5074502230, propagate_forward_time: 31.4424018860, propagate_backward_time: 43.1660652161, weight_update_time: 0.0810257047, other_time: 1.7269668579
epoch time: 6.6626710892s, input_fired_time: 0.0904192626, output_fired_time: 0.0000000000, propagate_forward_time: 6.2628936768, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3093581200
validation[          , genome  6932] predictions:    9763/  10000 (97.63%), best:    9759/10000 (97.59%), error:       824.29199, best error:       777.08380 on epoch:    68, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 77.4674835205s, input_fired_time: 0.7949797511, output_fired_time: 0.5043261051, propagate_forward_time: 31.4010524750, propagate_backward_time: 43.0539932251, weight_update_time: 0.0802048147, other_time: 1.7131271362
epoch time: 6.6339898109s, input_fired_time: 0.0857287794, output_fired_time: 0.0000000000, propagate_forward_time: 6.2493152618, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2989459038
validation[          , genome  6932] predictions:    9760/  10000 (97.60%), best:    9759/10000 (97.59%), error:       789.41632, best error:       777.08380 on epoch:    68, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 77.9763183594s, input_fired_time: 0.8291200995, output_fired_time: 0.5213829875, propagate_forward_time: 31.6045875549, propagate_backward_time: 43.2341117859, weight_update_time: 0.0847253352, other_time: 1.7871170044
epoch time: 6.7248001099s, input_fired_time: 0.0933282524, output_fired_time: 0.0000000000, propagate_forward_time: 6.3142843246, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3171873093
validation[          , genome  6932] predictions:    9721/  10000 (97.21%), best:    9759/10000 (97.59%), error:       939.31390, best error:       777.08380 on epoch:    68, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 77.8452682495s, input_fired_time: 0.8258332610, output_fired_time: 0.5136245489, propagate_forward_time: 31.4569759369, propagate_backward_time: 43.2691154480, weight_update_time: 0.0839613751, other_time: 1.7797126770
epoch time: 6.7806801796s, input_fired_time: 0.0910472274, output_fired_time: 0.0000000000, propagate_forward_time: 6.3734889030, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3161439896
validation[          , genome  6932] predictions:    9710/  10000 (97.10%), best:    9759/10000 (97.59%), error:       965.77478, best error:       777.08380 on epoch:    68, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 78.3495483398s, input_fired_time: 0.8202331662, output_fired_time: 0.5110127926, propagate_forward_time: 31.6652545929, propagate_backward_time: 43.5854949951, weight_update_time: 0.0835504010, other_time: 1.7675552368
epoch time: 6.9176554680s, input_fired_time: 0.0993748605, output_fired_time: 0.0000000000, propagate_forward_time: 6.4988093376, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3194713593
validation[          , genome  6932] predictions:    9757/  10000 (97.57%), best:    9759/10000 (97.59%), error:       837.09119, best error:       777.08380 on epoch:    68, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 77.8053054810s, input_fired_time: 0.8149782419, output_fired_time: 0.5163788199, propagate_forward_time: 31.4498062134, propagate_backward_time: 43.2552185059, weight_update_time: 0.0833382905, other_time: 1.7689208984
epoch time: 6.6483602524s, input_fired_time: 0.0862925649, output_fired_time: 0.0000000000, propagate_forward_time: 6.2617216110, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3003458977
validation[          , genome  6932] predictions:    9756/  10000 (97.56%), best:    9759/10000 (97.59%), error:       805.30957, best error:       777.08380 on epoch:    68, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 77.9394836426s, input_fired_time: 0.8270997405, output_fired_time: 0.5096628666, propagate_forward_time: 31.5090751648, propagate_backward_time: 43.2998123169, weight_update_time: 0.0847450420, other_time: 1.7938270569
epoch time: 6.7232871056s, input_fired_time: 0.0941693708, output_fired_time: 0.0000000000, propagate_forward_time: 6.3109989166, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3181190491
validation[          , genome  6932] predictions:    9760/  10000 (97.60%), best:    9759/10000 (97.59%), error:       837.89954, best error:       777.08380 on epoch:    68, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 77.8247909546s, input_fired_time: 0.8099440932, output_fired_time: 0.5071748495, propagate_forward_time: 31.4890995026, propagate_backward_time: 43.2871055603, weight_update_time: 0.0820739940, other_time: 1.7314720154
epoch time: 6.7826581001s, input_fired_time: 0.0918892175, output_fired_time: 0.0000000000, propagate_forward_time: 6.3792543411, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3115143776
validation[          , genome  6932] predictions:    9769/  10000 (97.69%), best:    9759/10000 (97.59%), error:       777.30402, best error:       777.08380 on epoch:    68, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 78.1486053467s, input_fired_time: 0.8366081119, output_fired_time: 0.5104833841, propagate_forward_time: 31.5923728943, propagate_backward_time: 43.3885650635, weight_update_time: 0.0842785761, other_time: 1.8205757141
epoch time: 6.7436757088s, input_fired_time: 0.0945336074, output_fired_time: 0.0000000000, propagate_forward_time: 6.3303217888, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3188204765
validation[          , genome  6932] predictions:    9722/  10000 (97.22%), best:    9759/10000 (97.59%), error:       878.45581, best error:       777.08380 on epoch:    68, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 77.9722900391s, input_fired_time: 0.8368355632, output_fired_time: 0.5097900033, propagate_forward_time: 31.5740661621, propagate_backward_time: 43.2791099548, weight_update_time: 0.0835723206, other_time: 1.7724876404
epoch time: 6.6882758141s, input_fired_time: 0.0881659091, output_fired_time: 0.0000000000, propagate_forward_time: 6.2977743149, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3023357391
validation[          , genome  6932] predictions:    9757/  10000 (97.57%), best:    9759/10000 (97.59%), error:       874.39813, best error:       777.08380 on epoch:    68, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 78.1935958862s, input_fired_time: 0.8132365346, output_fired_time: 0.5105707049, propagate_forward_time: 31.6553287506, propagate_backward_time: 43.4456443787, weight_update_time: 0.0817732066, other_time: 1.7688102722
epoch time: 6.7659969330s, input_fired_time: 0.0889786705, output_fired_time: 0.0000000000, propagate_forward_time: 6.3753385544, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3016796112
validation[          , genome  6932] predictions:    9757/  10000 (97.57%), best:    9759/10000 (97.59%), error:       843.18939, best error:       777.08380 on epoch:    68, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 79.2630157471s, input_fired_time: 0.8165763021, output_fired_time: 0.5149123669, propagate_forward_time: 32.0343589783, propagate_backward_time: 44.1129646301, weight_update_time: 0.0821671784, other_time: 1.7842025757
epoch time: 6.7737841606s, input_fired_time: 0.0923649371, output_fired_time: 0.0000000000, propagate_forward_time: 6.3635210991, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3178982735
validation[          , genome  6932] predictions:    9741/  10000 (97.41%), best:    9759/10000 (97.59%), error:       886.76404, best error:       777.08380 on epoch:    68, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 78.5682144165s, input_fired_time: 0.8219725490, output_fired_time: 0.5122701526, propagate_forward_time: 31.7840156555, propagate_backward_time: 43.6931381226, weight_update_time: 0.0819417164, other_time: 1.7568168640
epoch time: 6.8183584213s, input_fired_time: 0.0905350819, output_fired_time: 0.0000000000, propagate_forward_time: 6.4183139801, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3095092773
validation[          , genome  6932] predictions:    9749/  10000 (97.49%), best:    9759/10000 (97.59%), error:       892.13934, best error:       777.08380 on epoch:    68, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 79.0129394531s, input_fired_time: 0.8351494074, output_fired_time: 0.5189425349, propagate_forward_time: 31.9589519501, propagate_backward_time: 43.9016685486, weight_update_time: 0.0839250982, other_time: 1.7982215881
epoch time: 6.7113494873s, input_fired_time: 0.0904516727, output_fired_time: 0.0000000000, propagate_forward_time: 6.3127813339, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3081164360
validation[          , genome  6932] predictions:    9727/  10000 (97.27%), best:    9759/10000 (97.59%), error:       929.17010, best error:       777.08380 on epoch:    68, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 78.2582855225s, input_fired_time: 0.8211284876, output_fired_time: 0.5097852945, propagate_forward_time: 31.6594753265, propagate_backward_time: 43.5064735413, weight_update_time: 0.0824727416, other_time: 1.7614173889
epoch time: 6.8419756889s, input_fired_time: 0.0894570351, output_fired_time: 0.0000000000, propagate_forward_time: 6.4426136017, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3099050522
validation[          , genome  6932] predictions:    9759/  10000 (97.59%), best:    9759/10000 (97.59%), error:       871.51276, best error:       777.08380 on epoch:    68, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 77.7934417725s, input_fired_time: 0.8159610629, output_fired_time: 0.5086655021, propagate_forward_time: 31.4957523346, propagate_backward_time: 43.2240180969, weight_update_time: 0.0823620856, other_time: 1.7490425110
epoch time: 6.7789888382s, input_fired_time: 0.0905369446, output_fired_time: 0.0000000000, propagate_forward_time: 6.3780236244, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3104281425
validation[          , genome  6932] predictions:    9760/  10000 (97.60%), best:    9759/10000 (97.59%), error:       796.33673, best error:       777.08380 on epoch:    68, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 78.8645477295s, input_fired_time: 0.8287981749, output_fired_time: 0.5162146091, propagate_forward_time: 31.9259777069, propagate_backward_time: 43.8133850098, weight_update_time: 0.0824250802, other_time: 1.7801742554
epoch time: 6.7221636772s, input_fired_time: 0.0945969522, output_fired_time: 0.0000000000, propagate_forward_time: 6.3034019470, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3241648674
validation[          , genome  6932] predictions:    9754/  10000 (97.54%), best:    9759/10000 (97.59%), error:       798.07916, best error:       777.08380 on epoch:    68, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 78.4910964966s, input_fired_time: 0.8353732824, output_fired_time: 0.5120535493, propagate_forward_time: 31.7850189209, propagate_backward_time: 43.5462646484, weight_update_time: 0.0833988041, other_time: 1.8123855591
epoch time: 6.6995058060s, input_fired_time: 0.0884341821, output_fired_time: 0.0000000000, propagate_forward_time: 6.3096566200, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3014149666
validation[          , genome  6932] predictions:    9758/  10000 (97.58%), best:    9759/10000 (97.59%), error:       801.76721, best error:       777.08380 on epoch:    68, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 78.2640304565s, input_fired_time: 0.8270271420, output_fired_time: 0.5113695264, propagate_forward_time: 31.6307830811, propagate_backward_time: 43.5328750610, weight_update_time: 0.0814371258, other_time: 1.7619781494
epoch time: 6.7483077049s, input_fired_time: 0.0923456773, output_fired_time: 0.0000000000, propagate_forward_time: 6.3421487808, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3138132095
validation[          , genome  6932] predictions:    9764/  10000 (97.64%), best:    9759/10000 (97.59%), error:       841.90088, best error:       777.08380 on epoch:    68, 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: 33.8478584290s, input_fired_time: 0.4543572962, output_fired_time: 0.0000000000, propagate_forward_time: 31.7669048309, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6265964508
best training[          , genome  6932] predictions:   49581/  50000 (99.16%), best:    9759/10000 (97.59%), error:      1676.21521, best error:       777.08380 on epoch:    68, 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: 7.0054745674s, input_fired_time: 0.0898768082, output_fired_time: 0.0000000000, propagate_forward_time: 6.5963492393, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3192486763
   testing[          , genome  6932] predictions:    9787/  10000 (97.87%), best:    9759/10000 (97.59%), error:       743.31470, best error:       777.08380 on epoch:    68, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
03:11:26 (26340): called boinc_finish(0)

</stderr_txt>
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