Nameexact_genome_1512568488_43_5571_0
Workunit2599157
Created7 Dec 2017, 15:26:17 UTC
Sent7 Dec 2017, 15:30:25 UTC
Report deadline19 Dec 2017, 19:09:40 UTC
Received9 Dec 2017, 7:26:13 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57938
Run time6 hours 40 min 56 sec
CPU time6 hours 36 min 40 sec
Validate stateValid
Credit3,038.06
Device peak FLOPS2.90 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size154.19 MB
Peak swap size159.09 MB
Peak disk usage2.16 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
843.72845 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 221.4102478027s, input_fired_time: 2.0702099800, output_fired_time: 2.0961182117, propagate_forward_time: 83.4486389160, propagate_backward_time: 130.0774841309, weight_update_time: 0.2470158935, other_time: 3.7178039551
epoch time: 16.8610076904s, input_fired_time: 0.2566792071, output_fired_time: 0.0000000000, propagate_forward_time: 15.9224052429, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6819229126
validation[          , genome  5571] predictions:    9756/  10000 (97.56%), best:    9748/10000 (97.48%), error:       867.45197, best error:       843.72845 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 219.9323883057s, input_fired_time: 2.0498862267, output_fired_time: 2.0781128407, propagate_forward_time: 82.9656600952, propagate_backward_time: 129.1738586426, weight_update_time: 0.2404101640, other_time: 3.6648864746
epoch time: 17.7013778687s, input_fired_time: 0.2578168511, output_fired_time: 0.0000000000, propagate_forward_time: 16.7897663116, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6537952423
validation[          , genome  5571] predictions:    9735/  10000 (97.35%), best:    9748/10000 (97.48%), error:       896.94592, best error:       843.72845 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 215.6302947998s, input_fired_time: 2.0220451355, output_fired_time: 2.0620861053, propagate_forward_time: 80.5418472290, propagate_backward_time: 127.3151931763, weight_update_time: 0.2419326752, other_time: 3.6891098022
epoch time: 17.5053958893s, input_fired_time: 0.2564278841, output_fired_time: 0.0000000000, propagate_forward_time: 16.6059608459, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6430072784
validation[          , genome  5571] predictions:    9733/  10000 (97.33%), best:    9748/10000 (97.48%), error:       908.13300, best error:       843.72845 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 218.1033935547s, input_fired_time: 2.0364613533, output_fired_time: 2.0619227886, propagate_forward_time: 82.0148468018, propagate_backward_time: 128.3440093994, weight_update_time: 0.2417749763, other_time: 3.6461486816
epoch time: 16.9900321960s, input_fired_time: 0.2502849698, output_fired_time: 0.0000000000, propagate_forward_time: 16.1018905640, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6378574371
validation[          , genome  5571] predictions:    9736/  10000 (97.36%), best:    9748/10000 (97.48%), error:       896.19019, best error:       843.72845 on epoch:    14, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 217.6041717529s, input_fired_time: 2.0381691456, output_fired_time: 2.0758988857, propagate_forward_time: 81.5189208984, propagate_backward_time: 128.2510528564, weight_update_time: 0.2425868809, other_time: 3.7201385498
epoch time: 17.5566349030s, input_fired_time: 0.2564328909, output_fired_time: 0.0000000000, propagate_forward_time: 16.6387748718, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6614265442
validation[          , genome  5571] predictions:    9723/  10000 (97.23%), best:    9748/10000 (97.48%), error:       880.26636, best error:       843.72845 on epoch:    14, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 214.4350891113s, input_fired_time: 2.0086514950, output_fired_time: 2.0507805347, propagate_forward_time: 79.9370727539, propagate_backward_time: 126.7333297729, weight_update_time: 0.2384654731, other_time: 3.7052536011
epoch time: 17.4284229279s, input_fired_time: 0.2537435293, output_fired_time: 0.0000000000, propagate_forward_time: 16.5281848907, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6464939117
validation[          , genome  5571] predictions:    9738/  10000 (97.38%), best:    9748/10000 (97.48%), error:       845.75787, best error:       843.72845 on epoch:    14, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 216.1384735107s, input_fired_time: 2.0176894665, output_fired_time: 2.0460827351, propagate_forward_time: 81.0374603271, propagate_backward_time: 127.4271697998, weight_update_time: 0.2368658483, other_time: 3.6100769043
epoch time: 17.3787937164s, input_fired_time: 0.2531116307, output_fired_time: 0.0000000000, propagate_forward_time: 16.4858074188, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6398754120
validation[          , genome  5571] predictions:    9713/  10000 (97.13%), best:    9748/10000 (97.48%), error:       956.73468, best error:       843.72845 on epoch:    14, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 217.6105041504s, input_fired_time: 2.0246906281, output_fired_time: 2.0679621696, propagate_forward_time: 81.6057281494, propagate_backward_time: 128.2871246338, weight_update_time: 0.2395678610, other_time: 3.6250000000
epoch time: 16.9619579315s, input_fired_time: 0.2489361912, output_fired_time: 0.0000000000, propagate_forward_time: 16.0789546967, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6340675354
validation[          , genome  5571] predictions:    9729/  10000 (97.29%), best:    9748/10000 (97.48%), error:       867.95404, best error:       843.72845 on epoch:    14, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 217.3504486084s, input_fired_time: 2.0202410221, output_fired_time: 2.0482132435, propagate_forward_time: 81.7652664185, propagate_backward_time: 127.8926620483, weight_update_time: 0.2409747690, other_time: 3.6240615845
epoch time: 17.2183322906s, input_fired_time: 0.2529416084, output_fired_time: 0.0000000000, propagate_forward_time: 16.3174781799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6479129791
validation[          , genome  5571] predictions:    9720/  10000 (97.20%), best:    9748/10000 (97.48%), error:       894.58142, best error:       843.72845 on epoch:    14, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 215.7843475342s, input_fired_time: 2.0171203613, output_fired_time: 2.0508151054, propagate_forward_time: 80.8362350464, propagate_backward_time: 127.1998214722, weight_update_time: 0.2390640527, other_time: 3.6803665161
epoch time: 16.9916210175s, input_fired_time: 0.2512183189, output_fired_time: 0.0000000000, propagate_forward_time: 16.0861320496, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6542701721
validation[          , genome  5571] predictions:    9788/  10000 (97.88%), best:    9788/10000 (97.88%), error:       743.29047, best error:       743.29047 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 216.1820068359s, input_fired_time: 2.0229966640, output_fired_time: 2.0564815998, propagate_forward_time: 81.1702728271, propagate_backward_time: 127.3058700562, weight_update_time: 0.2378973365, other_time: 3.6263809204
epoch time: 17.3971824646s, input_fired_time: 0.2556499243, output_fired_time: 0.0000000000, propagate_forward_time: 16.4931602478, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6483726501
validation[          , genome  5571] predictions:    9785/  10000 (97.85%), best:    9788/10000 (97.88%), error:       756.39148, best error:       743.29047 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 217.1995086670s, input_fired_time: 2.0349650383, output_fired_time: 2.0772836208, propagate_forward_time: 81.4741439819, propagate_backward_time: 127.9218292236, weight_update_time: 0.2409623563, other_time: 3.6912994385
epoch time: 17.5599670410s, input_fired_time: 0.2589153051, output_fired_time: 0.0000000000, propagate_forward_time: 16.6558837891, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6451683044
validation[          , genome  5571] predictions:    9772/  10000 (97.72%), best:    9788/10000 (97.88%), error:       786.69708, best error:       743.29047 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 218.7915344238s, input_fired_time: 2.0452840328, output_fired_time: 2.0669305325, propagate_forward_time: 82.3328399658, propagate_backward_time: 128.6874389648, weight_update_time: 0.2414885610, other_time: 3.6590423584
epoch time: 17.4680881500s, input_fired_time: 0.2561140954, output_fired_time: 0.0000000000, propagate_forward_time: 16.5669021606, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6450710297
validation[          , genome  5571] predictions:    9753/  10000 (97.53%), best:    9788/10000 (97.88%), error:       826.67871, best error:       743.29047 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 216.3563690186s, input_fired_time: 2.0246894360, output_fired_time: 2.0565814972, propagate_forward_time: 81.0942687988, propagate_backward_time: 127.5259017944, weight_update_time: 0.2392863631, other_time: 3.6549301147
epoch time: 17.4531307220s, input_fired_time: 0.2518760860, output_fired_time: 0.0000000000, propagate_forward_time: 16.5645236969, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6367301941
validation[          , genome  5571] predictions:    9774/  10000 (97.74%), best:    9788/10000 (97.88%), error:       778.52484, best error:       743.29047 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 217.5641937256s, input_fired_time: 2.0455420017, output_fired_time: 2.0779085159, propagate_forward_time: 81.3880767822, propagate_backward_time: 128.3302764893, weight_update_time: 0.2438670993, other_time: 3.7223815918
epoch time: 17.4043388367s, input_fired_time: 0.2557896078, output_fired_time: 0.0000000000, propagate_forward_time: 16.4933662415, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6551837921
validation[          , genome  5571] predictions:    9742/  10000 (97.42%), best:    9788/10000 (97.88%), error:       914.66791, best error:       743.29047 on epoch:    24, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 215.7382812500s, input_fired_time: 2.0405519009, output_fired_time: 2.0517940521, propagate_forward_time: 80.6880340576, propagate_backward_time: 127.2668609619, weight_update_time: 0.2379927337, other_time: 3.6910400391
epoch time: 17.5225753784s, input_fired_time: 0.2562336624, output_fired_time: 0.0000000000, propagate_forward_time: 16.6232318878, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6431102753
validation[          , genome  5571] predictions:    9719/  10000 (97.19%), best:    9788/10000 (97.88%), error:       945.71948, best error:       743.29047 on epoch:    24, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 217.3008117676s, input_fired_time: 2.0425956249, output_fired_time: 2.0586922169, propagate_forward_time: 81.5035095215, propagate_backward_time: 128.0082244873, weight_update_time: 0.2410296500, other_time: 3.6877899170
epoch time: 16.5506305695s, input_fired_time: 0.2511201501, output_fired_time: 0.0000000000, propagate_forward_time: 15.6513690948, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6481418610
validation[          , genome  5571] predictions:    9766/  10000 (97.66%), best:    9788/10000 (97.88%), error:       759.95154, best error:       743.29047 on epoch:    24, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 216.7371215820s, input_fired_time: 2.0373408794, output_fired_time: 2.0647351742, propagate_forward_time: 81.0936050415, propagate_backward_time: 127.8412094116, weight_update_time: 0.2388966084, other_time: 3.7002334595
epoch time: 17.2566394806s, input_fired_time: 0.2577971816, output_fired_time: 0.0000000000, propagate_forward_time: 16.3581695557, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6406726837
validation[          , genome  5571] predictions:    9783/  10000 (97.83%), best:    9783/10000 (97.83%), error:       715.38123, best error:       715.38123 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 215.9763641357s, input_fired_time: 2.0205583572, output_fired_time: 2.0415494442, propagate_forward_time: 81.3007431030, propagate_backward_time: 127.0021591187, weight_update_time: 0.2374658436, other_time: 3.6113662720
epoch time: 16.9016094208s, input_fired_time: 0.2562744319, output_fired_time: 0.0000000000, propagate_forward_time: 15.9811992645, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6641349792
validation[          , genome  5571] predictions:    9782/  10000 (97.82%), best:    9783/10000 (97.83%), error:       721.10968, best error:       715.38123 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 217.9930419922s, input_fired_time: 2.0556435585, output_fired_time: 2.0606808662, propagate_forward_time: 81.7865142822, propagate_backward_time: 128.4149322510, weight_update_time: 0.2399718314, other_time: 3.6752624512
epoch time: 17.8023128510s, input_fired_time: 0.2701628506, output_fired_time: 0.0000000000, propagate_forward_time: 16.8512744904, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6808757782
validation[          , genome  5571] predictions:    9710/  10000 (97.10%), best:    9783/10000 (97.83%), error:       932.91333, best error:       715.38123 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 216.1837463379s, input_fired_time: 2.0329096317, output_fired_time: 2.0519037247, propagate_forward_time: 81.2866439819, propagate_backward_time: 127.1884841919, weight_update_time: 0.2395741791, other_time: 3.6238021851
epoch time: 17.2722110748s, input_fired_time: 0.2578181326, output_fired_time: 0.0000000000, propagate_forward_time: 16.3570728302, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6573200226
validation[          , genome  5571] predictions:    9748/  10000 (97.48%), best:    9783/10000 (97.83%), error:       812.81689, best error:       715.38123 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 216.0644073486s, input_fired_time: 2.0357410908, output_fired_time: 2.0591590405, propagate_forward_time: 80.7591323853, propagate_backward_time: 127.5445404053, weight_update_time: 0.2403977513, other_time: 3.6658477783
epoch time: 17.3421993256s, input_fired_time: 0.2571486235, output_fired_time: 0.0000000000, propagate_forward_time: 16.4536418915, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6314086914
validation[          , genome  5571] predictions:    9769/  10000 (97.69%), best:    9783/10000 (97.83%), error:       786.05255, best error:       715.38123 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 216.8583221436s, input_fired_time: 2.0242249966, output_fired_time: 2.0486574173, propagate_forward_time: 81.4549102783, propagate_backward_time: 127.7243270874, weight_update_time: 0.2377474010, other_time: 3.6061935425
epoch time: 16.6966056824s, input_fired_time: 0.2606946826, output_fired_time: 0.0000000000, propagate_forward_time: 15.7473478317, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6885633469
validation[          , genome  5571] predictions:    9740/  10000 (97.40%), best:    9783/10000 (97.83%), error:       802.29810, best error:       715.38123 on epoch:    32, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 216.6309814453s, input_fired_time: 2.0334503651, output_fired_time: 2.0563955307, propagate_forward_time: 81.0195236206, propagate_backward_time: 127.8584976196, weight_update_time: 0.2387537956, other_time: 3.6631088257
epoch time: 17.3259086609s, input_fired_time: 0.2602958083, output_fired_time: 0.0000000000, propagate_forward_time: 16.4099235535, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6556892395
validation[          , genome  5571] predictions:    9691/  10000 (96.91%), best:    9783/10000 (97.83%), error:       971.55591, best error:       715.38123 on epoch:    32, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 215.4582977295s, input_fired_time: 2.0578958988, output_fired_time: 2.0653579235, propagate_forward_time: 80.1505889893, propagate_backward_time: 127.4121246338, weight_update_time: 0.2401592880, other_time: 3.7723388672
epoch time: 16.5931644440s, input_fired_time: 0.2471191585, output_fired_time: 0.0000000000, propagate_forward_time: 15.7235403061, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6225042343
validation[          , genome  5571] predictions:    9782/  10000 (97.82%), best:    9782/10000 (97.82%), error:       706.05804, best error:       706.05804 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 217.4444732666s, input_fired_time: 2.0473825932, output_fired_time: 2.0488748550, propagate_forward_time: 81.7237701416, propagate_backward_time: 127.9923934937, weight_update_time: 0.2404842824, other_time: 3.6320571899
epoch time: 17.6399669647s, input_fired_time: 0.2615522146, output_fired_time: 0.0000000000, propagate_forward_time: 16.7371234894, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6412906647
validation[          , genome  5571] predictions:    9755/  10000 (97.55%), best:    9782/10000 (97.82%), error:       803.23083, best error:       706.05804 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 218.3621063232s, input_fired_time: 2.0531125069, output_fired_time: 2.0678045750, propagate_forward_time: 82.0994186401, propagate_backward_time: 128.5077514648, weight_update_time: 0.2389565110, other_time: 3.6340026855
epoch time: 17.2900333405s, input_fired_time: 0.2570888400, output_fired_time: 0.0000000000, propagate_forward_time: 16.3791294098, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6538143158
validation[          , genome  5571] predictions:    9795/  10000 (97.95%), best:    9782/10000 (97.82%), error:       742.17444, best error:       706.05804 on epoch:    39, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 216.7909393311s, input_fired_time: 2.0354061127, output_fired_time: 2.0647907257, propagate_forward_time: 81.1153793335, propagate_backward_time: 127.9303436279, weight_update_time: 0.2367172390, other_time: 3.6450347900
epoch time: 17.5845870972s, input_fired_time: 0.2593452036, output_fired_time: 0.0000000000, propagate_forward_time: 16.6863632202, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6388778687
validation[          , genome  5571] predictions:    9809/  10000 (98.09%), best:    9809/10000 (98.09%), error:       650.71765, best error:       650.71765 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 217.7902679443s, input_fired_time: 2.0351064205, output_fired_time: 2.0720593929, propagate_forward_time: 81.8246154785, propagate_backward_time: 128.3007507324, weight_update_time: 0.2367631346, other_time: 3.5577392578
epoch time: 16.7226886749s, input_fired_time: 0.2546460629, output_fired_time: 0.0000000000, propagate_forward_time: 15.8064517975, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6615905762
validation[          , genome  5571] predictions:    9758/  10000 (97.58%), best:    9809/10000 (98.09%), error:       847.50232, best error:       650.71765 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 216.9901733398s, input_fired_time: 2.0496168137, output_fired_time: 2.0511088371, propagate_forward_time: 81.6516799927, propagate_backward_time: 127.5735626221, weight_update_time: 0.2394290715, other_time: 3.6641998291
epoch time: 17.7340583801s, input_fired_time: 0.2669484615, output_fired_time: 0.0000000000, propagate_forward_time: 16.8123455048, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6547641754
validation[          , genome  5571] predictions:    9760/  10000 (97.60%), best:    9809/10000 (98.09%), error:       771.27374, best error:       650.71765 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 214.3414916992s, input_fired_time: 2.0199322701, output_fired_time: 2.0743041039, propagate_forward_time: 79.8008193970, propagate_backward_time: 126.7733078003, weight_update_time: 0.2386663556, other_time: 3.6731338501
epoch time: 17.6804885864s, input_fired_time: 0.2631353736, output_fired_time: 0.0000000000, propagate_forward_time: 16.7767696381, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6405830383
validation[          , genome  5571] predictions:    9774/  10000 (97.74%), best:    9809/10000 (98.09%), error:       757.36938, best error:       650.71765 on epoch:    42, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 218.4206237793s, input_fired_time: 2.0479097366, output_fired_time: 2.0707695484, propagate_forward_time: 82.1283874512, propagate_backward_time: 128.5816802979, weight_update_time: 0.2353756875, other_time: 3.5918731689
epoch time: 17.9576187134s, input_fired_time: 0.2657084465, output_fired_time: 0.0000000000, propagate_forward_time: 17.0395603180, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6523494720
validation[          , genome  5571] predictions:    9786/  10000 (97.86%), best:    9809/10000 (98.09%), error:       722.28375, best error:       650.71765 on epoch:    42, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 217.0010223389s, input_fired_time: 2.0402741432, output_fired_time: 2.0585703850, propagate_forward_time: 81.4130630493, propagate_backward_time: 127.8638610840, weight_update_time: 0.2385029197, other_time: 3.6252746582
epoch time: 17.5032119751s, input_fired_time: 0.2621936202, output_fired_time: 0.0000000000, propagate_forward_time: 16.5873107910, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6537075043
validation[          , genome  5571] predictions:    9794/  10000 (97.94%), best:    9809/10000 (98.09%), error:       671.23743, best error:       650.71765 on epoch:    42, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 218.3391876221s, input_fired_time: 2.0719122887, output_fired_time: 2.0726490021, propagate_forward_time: 82.0386428833, propagate_backward_time: 128.5099029541, weight_update_time: 0.2410247475, other_time: 3.6460723877
epoch time: 17.2719001770s, input_fired_time: 0.2591272891, output_fired_time: 0.0000000000, propagate_forward_time: 16.3446083069, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6681652069
validation[          , genome  5571] predictions:    9777/  10000 (97.77%), best:    9809/10000 (98.09%), error:       704.23486, best error:       650.71765 on epoch:    42, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 219.8519134521s, input_fired_time: 2.0629661083, output_fired_time: 2.0764729977, propagate_forward_time: 82.8399734497, propagate_backward_time: 129.2632293701, weight_update_time: 0.2392105162, other_time: 3.6092681885
epoch time: 17.5986042023s, input_fired_time: 0.2577441335, output_fired_time: 0.0000000000, propagate_forward_time: 16.6973896027, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6434707642
validation[          , genome  5571] predictions:    9781/  10000 (97.81%), best:    9809/10000 (98.09%), error:       754.67627, best error:       650.71765 on epoch:    42, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 219.3420410156s, input_fired_time: 2.0765118599, output_fired_time: 2.0741312504, propagate_forward_time: 82.6274871826, propagate_backward_time: 128.9313964844, weight_update_time: 0.2398737520, other_time: 3.6325225830
epoch time: 17.6612434387s, input_fired_time: 0.2678200901, output_fired_time: 0.0000000000, propagate_forward_time: 16.7288208008, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6646022797
validation[          , genome  5571] predictions:    9784/  10000 (97.84%), best:    9809/10000 (98.09%), error:       718.71899, best error:       650.71765 on epoch:    42, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 216.3804473877s, input_fired_time: 2.0446975231, output_fired_time: 2.0521364212, propagate_forward_time: 80.9244918823, propagate_backward_time: 127.7219161987, weight_update_time: 0.2382548749, other_time: 3.6372146606
epoch time: 17.3729782104s, input_fired_time: 0.2599891424, output_fired_time: 0.0000000000, propagate_forward_time: 16.4666996002, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6462898254
validation[          , genome  5571] predictions:    9781/  10000 (97.81%), best:    9809/10000 (98.09%), error:       692.00891, best error:       650.71765 on epoch:    42, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 219.4915924072s, input_fired_time: 2.0557940006, output_fired_time: 2.0743427277, propagate_forward_time: 82.7861785889, propagate_backward_time: 128.9754791260, weight_update_time: 0.2403927296, other_time: 3.5997924805
epoch time: 17.5148086548s, input_fired_time: 0.2598865032, output_fired_time: 0.0000000000, propagate_forward_time: 16.6286029816, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6263198853
validation[          , genome  5571] predictions:    9772/  10000 (97.72%), best:    9809/10000 (98.09%), error:       758.61115, best error:       650.71765 on epoch:    42, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 217.2238616943s, input_fired_time: 2.0605087280, output_fired_time: 2.0709331036, propagate_forward_time: 81.3742752075, propagate_backward_time: 128.0379791260, weight_update_time: 0.2387503833, other_time: 3.6801605225
epoch time: 17.5645256042s, input_fired_time: 0.2621382177, output_fired_time: 0.0000000000, propagate_forward_time: 16.6593570709, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6430301666
validation[          , genome  5571] predictions:    9780/  10000 (97.80%), best:    9809/10000 (98.09%), error:       732.44885, best error:       650.71765 on epoch:    42, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 216.4598388672s, input_fired_time: 2.0246930122, output_fired_time: 2.0456106663, propagate_forward_time: 81.5182418823, propagate_backward_time: 127.3520812988, weight_update_time: 0.2343543172, other_time: 3.5192260742
epoch time: 17.5710620880s, input_fired_time: 0.2611862123, output_fired_time: 0.0000000000, propagate_forward_time: 16.6844940186, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6253814697
validation[          , genome  5571] predictions:    9799/  10000 (97.99%), best:    9809/10000 (98.09%), error:       662.57800, best error:       650.71765 on epoch:    42, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 219.7639465332s, input_fired_time: 2.0681219101, output_fired_time: 2.0807738304, propagate_forward_time: 82.6811828613, propagate_backward_time: 129.3199157715, weight_update_time: 0.2393055856, other_time: 3.6139526367
epoch time: 17.6606349945s, input_fired_time: 0.2657495439, output_fired_time: 0.0000000000, propagate_forward_time: 16.7485084534, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6463775635
validation[          , genome  5571] predictions:    9781/  10000 (97.81%), best:    9809/10000 (98.09%), error:       719.88184, best error:       650.71765 on epoch:    42, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 218.5564880371s, input_fired_time: 2.0463953018, output_fired_time: 2.0679395199, propagate_forward_time: 82.2081451416, propagate_backward_time: 128.6347503662, weight_update_time: 0.2391193807, other_time: 3.5992584229
epoch time: 16.4009094238s, input_fired_time: 0.2588939071, output_fired_time: 0.0000000000, propagate_forward_time: 15.4363441467, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7056713104
validation[          , genome  5571] predictions:    9771/  10000 (97.71%), best:    9809/10000 (98.09%), error:       703.49182, best error:       650.71765 on epoch:    42, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 218.1537017822s, input_fired_time: 2.0519325733, output_fired_time: 2.0695242882, propagate_forward_time: 82.0006866455, propagate_backward_time: 128.4370117188, weight_update_time: 0.2372546345, other_time: 3.5945587158
epoch time: 16.4062080383s, input_fired_time: 0.2651166916, output_fired_time: 0.0000000000, propagate_forward_time: 15.4219789505, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7191114426
validation[          , genome  5571] predictions:    9790/  10000 (97.90%), best:    9809/10000 (98.09%), error:       694.30865, best error:       650.71765 on epoch:    42, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 216.2782135010s, input_fired_time: 2.0424139500, output_fired_time: 2.0581784248, propagate_forward_time: 80.9169387817, propagate_backward_time: 127.6233139038, weight_update_time: 0.2366873175, other_time: 3.6373672485
epoch time: 17.5346755981s, input_fired_time: 0.2602279484, output_fired_time: 0.0000000000, propagate_forward_time: 16.6459922791, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6284561157
validation[          , genome  5571] predictions:    9791/  10000 (97.91%), best:    9809/10000 (98.09%), error:       688.54968, best error:       650.71765 on epoch:    42, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 218.8595581055s, input_fired_time: 2.0419499874, output_fired_time: 2.0626187325, propagate_forward_time: 82.5249786377, propagate_backward_time: 128.6998443604, weight_update_time: 0.2357236743, other_time: 3.5301666260
epoch time: 17.2584896088s, input_fired_time: 0.2593696117, output_fired_time: 0.0000000000, propagate_forward_time: 16.3669872284, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6321334839
validation[          , genome  5571] predictions:    9675/  10000 (96.75%), best:    9809/10000 (98.09%), error:      1015.20496, best error:       650.71765 on epoch:    42, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 219.4987640381s, input_fired_time: 2.0717158318, output_fired_time: 2.0781848431, propagate_forward_time: 82.5675506592, propagate_backward_time: 129.1557769775, weight_update_time: 0.2386712134, other_time: 3.6255340576
epoch time: 17.3189601898s, input_fired_time: 0.2649943233, output_fired_time: 0.0000000000, propagate_forward_time: 16.3806762695, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6732902527
validation[          , genome  5571] predictions:    9741/  10000 (97.41%), best:    9809/10000 (98.09%), error:       831.20569, best error:       650.71765 on epoch:    42, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 219.7391510010s, input_fired_time: 2.0583364964, output_fired_time: 2.0734224319, propagate_forward_time: 82.7227096558, propagate_backward_time: 129.2939758301, weight_update_time: 0.2382116467, other_time: 3.5906982422
epoch time: 17.3737220764s, input_fired_time: 0.2604091763, output_fired_time: 0.0000000000, propagate_forward_time: 16.4716091156, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6417045593
validation[          , genome  5571] predictions:    9787/  10000 (97.87%), best:    9809/10000 (98.09%), error:       693.24701, best error:       650.71765 on epoch:    42, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 217.9521636963s, input_fired_time: 2.0686674118, output_fired_time: 2.0758652687, propagate_forward_time: 81.9528579712, propagate_backward_time: 128.2356872559, weight_update_time: 0.2373831719, other_time: 3.6190795898
epoch time: 17.6227531433s, input_fired_time: 0.2578321099, output_fired_time: 0.0000000000, propagate_forward_time: 16.7435340881, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6213874817
validation[          , genome  5571] predictions:    9785/  10000 (97.85%), best:    9809/10000 (98.09%), error:       707.05756, best error:       650.71765 on epoch:    42, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 218.6324005127s, input_fired_time: 2.0564730167, output_fired_time: 2.0836315155, propagate_forward_time: 82.3700180054, propagate_backward_time: 128.5736846924, weight_update_time: 0.2385083735, other_time: 3.5485992432
epoch time: 17.9510784149s, input_fired_time: 0.2705646157, output_fired_time: 0.0000000000, propagate_forward_time: 17.0143432617, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6661701202
validation[          , genome  5571] predictions:    9756/  10000 (97.56%), best:    9809/10000 (98.09%), error:       786.96729, best error:       650.71765 on epoch:    42, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 219.6972808838s, input_fired_time: 2.0619342327, output_fired_time: 2.0646750927, propagate_forward_time: 82.8069229126, propagate_backward_time: 129.2247314453, weight_update_time: 0.2361838371, other_time: 3.5390014648
epoch time: 17.9074516296s, input_fired_time: 0.2753068209, output_fired_time: 0.0000000000, propagate_forward_time: 16.9611797333, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6709651947
validation[          , genome  5571] predictions:    9790/  10000 (97.90%), best:    9809/10000 (98.09%), error:       683.54810, best error:       650.71765 on epoch:    42, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 218.9759826660s, input_fired_time: 2.0566270351, output_fired_time: 2.0735270977, propagate_forward_time: 82.3263320923, propagate_backward_time: 128.9563446045, weight_update_time: 0.2345525324, other_time: 3.5631561279
epoch time: 17.1381111145s, input_fired_time: 0.2681191862, output_fired_time: 0.0000000000, propagate_forward_time: 16.2029876709, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6670036316
validation[          , genome  5571] predictions:    9795/  10000 (97.95%), best:    9809/10000 (98.09%), error:       685.24725, best error:       650.71765 on epoch:    42, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 218.8117980957s, input_fired_time: 2.0809853077, output_fired_time: 2.0683846474, propagate_forward_time: 82.0589752197, propagate_backward_time: 128.9408416748, weight_update_time: 0.2374621928, other_time: 3.6626129150
epoch time: 17.8478660583s, input_fired_time: 0.2662660480, output_fired_time: 0.0000000000, propagate_forward_time: 16.9427108765, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6388893127
validation[          , genome  5571] predictions:    9724/  10000 (97.24%), best:    9809/10000 (98.09%), error:       916.83270, best error:       650.71765 on epoch:    42, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 217.5203094482s, input_fired_time: 2.0704915524, output_fired_time: 2.0757122040, propagate_forward_time: 81.3949127197, propagate_backward_time: 128.2994689941, weight_update_time: 0.2392158359, other_time: 3.6797180176
epoch time: 16.2967700958s, input_fired_time: 0.2589488328, output_fired_time: 0.0000000000, propagate_forward_time: 15.3623056412, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6755151749
validation[          , genome  5571] predictions:    9746/  10000 (97.46%), best:    9809/10000 (98.09%), error:       813.40485, best error:       650.71765 on epoch:    42, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 219.9611968994s, input_fired_time: 2.0758721828, output_fired_time: 2.0753159523, propagate_forward_time: 82.9183578491, propagate_backward_time: 129.3132781982, weight_update_time: 0.2373443842, other_time: 3.5783843994
epoch time: 17.8743209839s, input_fired_time: 0.2738479078, output_fired_time: 0.0000000000, propagate_forward_time: 16.9415054321, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6589679718
validation[          , genome  5571] predictions:    9791/  10000 (97.91%), best:    9809/10000 (98.09%), error:       702.18732, best error:       650.71765 on epoch:    42, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 218.5438232422s, input_fired_time: 2.0664989948, output_fired_time: 2.0648112297, propagate_forward_time: 82.0641403198, propagate_backward_time: 128.7194519043, weight_update_time: 0.2355397791, other_time: 3.6289367676
epoch time: 17.7137107849s, input_fired_time: 0.2641571462, output_fired_time: 0.0000000000, propagate_forward_time: 16.8038520813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6457023621
validation[          , genome  5571] predictions:    9773/  10000 (97.73%), best:    9809/10000 (98.09%), error:       745.29156, best error:       650.71765 on epoch:    42, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 220.2046356201s, input_fired_time: 2.0900962353, output_fired_time: 2.0728633404, propagate_forward_time: 82.9667129517, propagate_backward_time: 129.4841308594, weight_update_time: 0.2409020513, other_time: 3.5908203125
epoch time: 17.5170707703s, input_fired_time: 0.2596240342, output_fired_time: 0.0000000000, propagate_forward_time: 16.6386032104, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6188430786
validation[          , genome  5571] predictions:    9745/  10000 (97.45%), best:    9809/10000 (98.09%), error:       804.60095, best error:       650.71765 on epoch:    42, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 221.1051940918s, input_fired_time: 2.0686466694, output_fired_time: 2.0766289234, propagate_forward_time: 83.5362091064, propagate_backward_time: 129.8903808594, weight_update_time: 0.2400798798, other_time: 3.5333251953
epoch time: 17.5851249695s, input_fired_time: 0.2606965899, output_fired_time: 0.0000000000, propagate_forward_time: 16.6914405823, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6329879761
validation[          , genome  5571] predictions:    9776/  10000 (97.76%), best:    9809/10000 (98.09%), error:       710.00220, best error:       650.71765 on epoch:    42, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 217.6898345947s, input_fired_time: 2.0589680672, output_fired_time: 2.0638906956, propagate_forward_time: 81.5034179688, propagate_backward_time: 128.4409332275, weight_update_time: 0.2379660755, other_time: 3.6226196289
epoch time: 17.3183536530s, input_fired_time: 0.2674943209, output_fired_time: 0.0000000000, propagate_forward_time: 16.3817195892, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6691398621
validation[          , genome  5571] predictions:    9768/  10000 (97.68%), best:    9809/10000 (98.09%), error:       765.86945, best error:       650.71765 on epoch:    42, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 219.9384307861s, input_fired_time: 2.0771896839, output_fired_time: 2.0732376575, propagate_forward_time: 82.9591598511, propagate_backward_time: 129.2700042725, weight_update_time: 0.2358103544, other_time: 3.5588226318
epoch time: 17.6023979187s, input_fired_time: 0.2705043256, output_fired_time: 0.0000000000, propagate_forward_time: 16.6758499146, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6560440063
validation[          , genome  5571] predictions:    9770/  10000 (97.70%), best:    9809/10000 (98.09%), error:       743.20007, best error:       650.71765 on epoch:    42, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 219.9425506592s, input_fired_time: 2.1030366421, output_fired_time: 2.0780675411, propagate_forward_time: 82.6502075195, propagate_backward_time: 129.4304809570, weight_update_time: 0.2424152046, other_time: 3.6807556152
epoch time: 17.4184055328s, input_fired_time: 0.2641181648, output_fired_time: 0.0000000000, propagate_forward_time: 16.4970378876, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6572494507
validation[          , genome  5571] predictions:    9740/  10000 (97.40%), best:    9809/10000 (98.09%), error:       832.55347, best error:       650.71765 on epoch:    42, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 218.1320800781s, input_fired_time: 2.0795772076, output_fired_time: 2.0649626255, propagate_forward_time: 81.9201889038, propagate_backward_time: 128.4328460693, weight_update_time: 0.2360924184, other_time: 3.6345062256
epoch time: 16.8640670776s, input_fired_time: 0.2661292851, output_fired_time: 0.0000000000, propagate_forward_time: 15.9103736877, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6875648499
validation[          , genome  5571] predictions:    9803/  10000 (98.03%), best:    9809/10000 (98.09%), error:       671.98914, best error:       650.71765 on epoch:    42, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 219.4202575684s, input_fired_time: 2.0676319599, output_fired_time: 2.0754880905, propagate_forward_time: 82.6529235840, propagate_backward_time: 129.0500640869, weight_update_time: 0.2363860905, other_time: 3.5741577148
epoch time: 17.7069969177s, input_fired_time: 0.2594293952, output_fired_time: 0.0000000000, propagate_forward_time: 16.8309650421, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6166019440
validation[          , genome  5571] predictions:    9789/  10000 (97.89%), best:    9809/10000 (98.09%), error:       701.31531, best error:       650.71765 on epoch:    42, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 217.6880645752s, input_fired_time: 2.0856306553, output_fired_time: 2.0697543621, propagate_forward_time: 81.5672912598, propagate_backward_time: 128.2897338867, weight_update_time: 0.2376019210, other_time: 3.6756591797
epoch time: 17.0906085968s, input_fired_time: 0.2635027170, output_fired_time: 0.0000000000, propagate_forward_time: 16.1696414948, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6574649811
validation[          , genome  5571] predictions:    9805/  10000 (98.05%), best:    9809/10000 (98.09%), error:       650.92572, best error:       650.71765 on epoch:    42, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 217.0024566650s, input_fired_time: 2.0813219547, output_fired_time: 2.0620155334, propagate_forward_time: 81.3275604248, propagate_backward_time: 127.8946762085, weight_update_time: 0.2394152284, other_time: 3.6368789673
epoch time: 17.7386569977s, input_fired_time: 0.2668912411, output_fired_time: 0.0000000000, propagate_forward_time: 16.8390331268, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6327323914
validation[          , genome  5571] predictions:    9774/  10000 (97.74%), best:    9809/10000 (98.09%), error:       744.80707, best error:       650.71765 on epoch:    42, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 216.9469757080s, input_fired_time: 2.0618953705, output_fired_time: 2.0553786755, propagate_forward_time: 81.2720108032, propagate_backward_time: 127.9427795410, weight_update_time: 0.2372113168, other_time: 3.6149291992
epoch time: 17.5797176361s, input_fired_time: 0.2616839111, output_fired_time: 0.0000000000, propagate_forward_time: 16.6961460114, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6218872070
validation[          , genome  5571] predictions:    9765/  10000 (97.65%), best:    9809/10000 (98.09%), error:       702.75537, best error:       650.71765 on epoch:    42, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 217.5857238770s, input_fired_time: 2.0554485321, output_fired_time: 2.0635018349, propagate_forward_time: 81.7105560303, propagate_backward_time: 128.1863098145, weight_update_time: 0.2367091477, other_time: 3.5699005127
epoch time: 17.5191326141s, input_fired_time: 0.2620404661, output_fired_time: 0.0000000000, propagate_forward_time: 16.6352272034, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6218643188
validation[          , genome  5571] predictions:    9795/  10000 (97.95%), best:    9809/10000 (98.09%), error:       712.97656, best error:       650.71765 on epoch:    42, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 219.7354278564s, input_fired_time: 2.0771560669, output_fired_time: 2.0724778175, propagate_forward_time: 82.8084716797, propagate_backward_time: 129.1907958984, weight_update_time: 0.2392058223, other_time: 3.5865173340
epoch time: 17.4878292084s, input_fired_time: 0.2718915343, output_fired_time: 0.0000000000, propagate_forward_time: 16.5513210297, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6646175385
validation[          , genome  5571] predictions:    9765/  10000 (97.65%), best:    9809/10000 (98.09%), error:       725.34485, best error:       650.71765 on epoch:    42, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 215.5239257813s, input_fired_time: 2.0691597462, output_fired_time: 2.0548787117, propagate_forward_time: 80.5400772095, propagate_backward_time: 127.2113265991, weight_update_time: 0.2369826287, other_time: 3.6484756470
epoch time: 17.3836555481s, input_fired_time: 0.2649965882, output_fired_time: 0.0000000000, propagate_forward_time: 16.4730415344, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6456165314
validation[          , genome  5571] predictions:    9790/  10000 (97.90%), best:    9809/10000 (98.09%), error:       693.82434, best error:       650.71765 on epoch:    42, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 216.4330902100s, input_fired_time: 2.0547385216, output_fired_time: 2.0554900169, propagate_forward_time: 81.1947708130, propagate_backward_time: 127.5487289429, weight_update_time: 0.2362745404, other_time: 3.5793533325
epoch time: 17.3221416473s, input_fired_time: 0.2609599531, output_fired_time: 0.0000000000, propagate_forward_time: 16.4326648712, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6285171509
validation[          , genome  5571] predictions:    9760/  10000 (97.60%), best:    9809/10000 (98.09%), error:       755.94299, best error:       650.71765 on epoch:    42, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 217.6585540771s, input_fired_time: 2.0680775642, output_fired_time: 2.0594351292, propagate_forward_time: 81.7374267578, propagate_backward_time: 128.1930694580, weight_update_time: 0.2390873134, other_time: 3.6005401611
epoch time: 17.6579856873s, input_fired_time: 0.2606278658, output_fired_time: 0.0000000000, propagate_forward_time: 16.7735939026, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6237640381
validation[          , genome  5571] predictions:    9780/  10000 (97.80%), best:    9809/10000 (98.09%), error:       703.28546, best error:       650.71765 on epoch:    42, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 218.8866271973s, input_fired_time: 2.0657701492, output_fired_time: 2.0691955090, propagate_forward_time: 82.4329071045, propagate_backward_time: 128.7654724121, weight_update_time: 0.2366595864, other_time: 3.5532836914
epoch time: 16.3355331421s, input_fired_time: 0.2641619742, output_fired_time: 0.0000000000, propagate_forward_time: 15.3683538437, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7030172348
validation[          , genome  5571] predictions:    9798/  10000 (97.98%), best:    9809/10000 (98.09%), error:       680.51361, best error:       650.71765 on epoch:    42, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 216.9414978027s, input_fired_time: 2.0713422298, output_fired_time: 2.0600457191, propagate_forward_time: 81.4411010742, propagate_backward_time: 127.7771453857, weight_update_time: 0.2351353914, other_time: 3.5918731689
epoch time: 17.7056865692s, input_fired_time: 0.2706346214, output_fired_time: 0.0000000000, propagate_forward_time: 16.7863597870, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6486930847
validation[          , genome  5571] predictions:    9793/  10000 (97.93%), best:    9809/10000 (98.09%), error:       692.59906, best error:       650.71765 on epoch:    42, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 217.3840484619s, input_fired_time: 2.0964875221, output_fired_time: 2.0498242378, propagate_forward_time: 81.8949966431, propagate_backward_time: 127.7021636963, weight_update_time: 0.2393163294, other_time: 3.6405792236
epoch time: 17.5812530518s, input_fired_time: 0.2644529641, output_fired_time: 0.0000000000, propagate_forward_time: 16.6971797943, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6196193695
validation[          , genome  5571] predictions:    9805/  10000 (98.05%), best:    9809/10000 (98.09%), error:       668.89691, best error:       650.71765 on epoch:    42, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 216.8554687500s, input_fired_time: 2.0750129223, output_fired_time: 2.0545721054, propagate_forward_time: 81.4036102295, propagate_backward_time: 127.7166213989, weight_update_time: 0.2363512665, other_time: 3.6056594849
epoch time: 17.8544559479s, input_fired_time: 0.2719148397, output_fired_time: 0.0000000000, propagate_forward_time: 16.9269599915, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6555805206
validation[          , genome  5571] predictions:    9788/  10000 (97.88%), best:    9809/10000 (98.09%), error:       699.72919, best error:       650.71765 on epoch:    42, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 218.3996887207s, input_fired_time: 2.0881471634, output_fired_time: 2.0687830448, propagate_forward_time: 82.1548995972, propagate_backward_time: 128.4792785645, weight_update_time: 0.2385753542, other_time: 3.6085815430
epoch time: 17.5890426636s, input_fired_time: 0.2709042430, output_fired_time: 0.0000000000, propagate_forward_time: 16.6651115417, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6530265808
validation[          , genome  5571] predictions:    9804/  10000 (98.04%), best:    9809/10000 (98.09%), error:       690.11041, best error:       650.71765 on epoch:    42, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 220.5938873291s, input_fired_time: 2.0894656181, output_fired_time: 2.0802161694, propagate_forward_time: 83.2112655640, propagate_backward_time: 129.6542968750, weight_update_time: 0.2354206443, other_time: 3.5586547852
epoch time: 17.2525424957s, input_fired_time: 0.2686574459, output_fired_time: 0.0000000000, propagate_forward_time: 16.3398342133, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6440505981
validation[          , genome  5571] predictions:    9797/  10000 (97.97%), best:    9809/10000 (98.09%), error:       673.96448, best error:       650.71765 on epoch:    42, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 216.1675262451s, input_fired_time: 2.0864803791, output_fired_time: 2.0504932404, propagate_forward_time: 80.9405136108, propagate_backward_time: 127.4250717163, weight_update_time: 0.2357674092, other_time: 3.6649551392
epoch time: 18.1583824158s, input_fired_time: 0.2749997377, output_fired_time: 0.0000000000, propagate_forward_time: 17.2271804810, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6562023163
validation[          , genome  5571] predictions:    9794/  10000 (97.94%), best:    9809/10000 (98.09%), error:       665.19116, best error:       650.71765 on epoch:    42, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 218.6911010742s, input_fired_time: 2.0993304253, output_fired_time: 2.0716564655, propagate_forward_time: 82.0821380615, propagate_backward_time: 128.7879943848, weight_update_time: 0.2395460159, other_time: 3.6499786377
epoch time: 17.6816043854s, input_fired_time: 0.2674750388, output_fired_time: 0.0000000000, propagate_forward_time: 16.7823600769, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6317691803
validation[          , genome  5571] predictions:    9797/  10000 (97.97%), best:    9809/10000 (98.09%), error:       663.89362, best error:       650.71765 on epoch:    42, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 219.5405426025s, input_fired_time: 2.0862498283, output_fired_time: 2.0693221092, propagate_forward_time: 82.7211074829, propagate_backward_time: 129.1279907227, weight_update_time: 0.2348677963, other_time: 3.5358886719
epoch time: 17.3836383820s, input_fired_time: 0.2755183578, output_fired_time: 0.0000000000, propagate_forward_time: 16.4226512909, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6854686737
validation[          , genome  5571] predictions:    9772/  10000 (97.72%), best:    9809/10000 (98.09%), error:       767.46387, best error:       650.71765 on epoch:    42, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 217.7505493164s, input_fired_time: 2.0619461536, output_fired_time: 2.0536520481, propagate_forward_time: 82.0804824829, propagate_backward_time: 128.0380706787, weight_update_time: 0.2341852188, other_time: 3.5164031982
epoch time: 17.5616912842s, input_fired_time: 0.2611469328, output_fired_time: 0.0000000000, propagate_forward_time: 16.6839599609, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6165847778
validation[          , genome  5571] predictions:    9789/  10000 (97.89%), best:    9809/10000 (98.09%), error:       706.42822, best error:       650.71765 on epoch:    42, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 218.6728820801s, input_fired_time: 2.0983858109, output_fired_time: 2.0803036690, propagate_forward_time: 81.8771286011, propagate_backward_time: 128.9501495361, weight_update_time: 0.2384033799, other_time: 3.6669158936
epoch time: 17.5314750671s, input_fired_time: 0.2696634829, output_fired_time: 0.0000000000, propagate_forward_time: 16.6184101105, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6434020996
validation[          , genome  5571] predictions:    9785/  10000 (97.85%), best:    9809/10000 (98.09%), error:       708.94470, best error:       650.71765 on epoch:    42, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 218.7227172852s, input_fired_time: 2.0756676197, output_fired_time: 2.0677356720, propagate_forward_time: 82.3151092529, propagate_backward_time: 128.6887359619, weight_update_time: 0.2366280556, other_time: 3.5754699707
epoch time: 16.4667167664s, input_fired_time: 0.2636580169, output_fired_time: 0.0000000000, propagate_forward_time: 15.5450153351, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6580429077
validation[          , genome  5571] predictions:    9814/  10000 (98.14%), best:    9809/10000 (98.09%), error:       669.00378, best error:       650.71765 on epoch:    42, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 219.2290802002s, input_fired_time: 2.0784413815, output_fired_time: 2.0727820396, propagate_forward_time: 82.6561584473, propagate_backward_time: 128.8612976074, weight_update_time: 0.2379084975, other_time: 3.5603942871
epoch time: 17.6426315308s, input_fired_time: 0.2739214897, output_fired_time: 0.0000000000, propagate_forward_time: 16.6962528229, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6724567413
validation[          , genome  5571] predictions:    9794/  10000 (97.94%), best:    9809/10000 (98.09%), error:       694.40271, best error:       650.71765 on epoch:    42, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 219.6051330566s, input_fired_time: 2.0778460503, output_fired_time: 2.0765521526, propagate_forward_time: 82.8540496826, propagate_backward_time: 129.0625915527, weight_update_time: 0.2391587496, other_time: 3.5340881348
epoch time: 17.5185317993s, input_fired_time: 0.2643694878, output_fired_time: 0.0000000000, propagate_forward_time: 16.6146221161, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6395397186
validation[          , genome  5571] predictions:    9809/  10000 (98.09%), best:    9809/10000 (98.09%), error:       674.96613, best error:       650.71765 on epoch:    42, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 217.0245056152s, input_fired_time: 2.0800218582, output_fired_time: 2.0619630814, propagate_forward_time: 81.3396530151, propagate_backward_time: 127.9264450073, weight_update_time: 0.2359909862, other_time: 3.6164321899
epoch time: 17.8681945801s, input_fired_time: 0.2726538479, output_fired_time: 0.0000000000, propagate_forward_time: 16.9416751862, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6538658142
validation[          , genome  5571] predictions:    9796/  10000 (97.96%), best:    9809/10000 (98.09%), error:       694.16626, best error:       650.71765 on epoch:    42, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 215.7127990723s, input_fired_time: 2.0813591480, output_fired_time: 2.0518038273, propagate_forward_time: 80.8542327881, propagate_backward_time: 127.1221237183, weight_update_time: 0.2337981761, other_time: 3.6032791138
epoch time: 16.9263896942s, input_fired_time: 0.2653670311, output_fired_time: 0.0000000000, propagate_forward_time: 16.0160846710, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6449375153
validation[          , genome  5571] predictions:    9822/  10000 (98.22%), best:    9822/10000 (98.22%), error:       628.30103, best error:       628.30103 on epoch:   100, 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: 87.2630691528s, input_fired_time: 1.3245941401, output_fired_time: 0.0000000000, propagate_forward_time: 82.7250442505, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.2134323120
best training[          , genome  5571] predictions:   49854/  50000 (99.71%), best:    9822/10000 (98.22%), error:       857.76324, best error:       628.30103 on epoch:   100, 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: 17.5868206024s, input_fired_time: 0.2648291588, output_fired_time: 0.0000000000, propagate_forward_time: 16.6991634369, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6228275299
   testing[          , genome  5571] predictions:    9805/  10000 (98.05%), best:    9822/10000 (98.22%), error:       616.97589, best error:       628.30103 on epoch:   100, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
15:25:25 (4716): called boinc_finish(0)

</stderr_txt>
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