Nameexact_genome_1512568488_41_5745_1
Workunit2600017
Created7 Dec 2017, 16:16:18 UTC
Sent7 Dec 2017, 16:18:59 UTC
Report deadline13 Dec 2017, 14:37:13 UTC
Received7 Dec 2017, 23:20:14 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID67174
Run time1 hours 44 min 45 sec
CPU time1 hours 44 min 41 sec
Validate stateValid
Credit1,482.33
Device peak FLOPS3.98 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size150.11 MB
Peak swap size151.65 MB
Peak disk usage1.03 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
1, epoch:   13/100, mu: 0.7384625077, learning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 57.5589523315s, input_fired_time: 0.7498465776, output_fired_time: 0.4734226167, propagate_forward_time: 23.0264205933, propagate_backward_time: 31.6514949799, weight_update_time: 0.0695612505, other_time: 1.6577663422
epoch time: 5.0556344986s, input_fired_time: 0.0807427093, output_fired_time: 0.0000000000, propagate_forward_time: 4.6808409691, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2940506935
validation[          , genome  5745] predictions:    9627/  10000 (96.27%), best:    9669/10000 (96.69%), error:      1206.02197, best error:      1167.37061 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 57.1406211853s, input_fired_time: 0.7407479286, output_fired_time: 0.4674057662, propagate_forward_time: 22.9501018524, propagate_backward_time: 31.3306598663, weight_update_time: 0.0688418895, other_time: 1.6517009735
epoch time: 5.1552958488s, input_fired_time: 0.0839795917, output_fired_time: 0.0000000000, propagate_forward_time: 4.7785048485, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2928113937
validation[          , genome  5745] predictions:    9592/  10000 (95.92%), best:    9669/10000 (96.69%), error:      1363.14783, best error:      1167.37061 on epoch:    11, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 56.6834716797s, input_fired_time: 0.7331109643, output_fired_time: 0.4644713104, propagate_forward_time: 22.7108745575, propagate_backward_time: 31.1321125031, weight_update_time: 0.0674792007, other_time: 1.6429042816
epoch time: 4.8764085770s, input_fired_time: 0.0772640258, output_fired_time: 0.0000000000, propagate_forward_time: 4.5118556023, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2872891426
validation[          , genome  5745] predictions:    9557/  10000 (95.57%), best:    9669/10000 (96.69%), error:      1551.16150, best error:      1167.37061 on epoch:    11, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 57.4461822510s, input_fired_time: 0.7430149317, output_fired_time: 0.4661160111, propagate_forward_time: 23.0380573273, propagate_backward_time: 31.5536155701, weight_update_time: 0.0680399984, other_time: 1.6453742981
epoch time: 4.8642387390s, input_fired_time: 0.0786963999, output_fired_time: 0.0000000000, propagate_forward_time: 4.5071549416, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2783875465
validation[          , genome  5745] predictions:    9692/  10000 (96.92%), best:    9692/10000 (96.92%), error:      1142.59473, best error:      1142.59473 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 58.1184997559s, input_fired_time: 0.7479811907, output_fired_time: 0.4707253575, propagate_forward_time: 23.3617839813, propagate_backward_time: 31.9054374695, weight_update_time: 0.0690171495, other_time: 1.6325721741
epoch time: 5.2421030998s, input_fired_time: 0.0826724246, output_fired_time: 0.0000000000, propagate_forward_time: 4.8580694199, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3013610840
validation[          , genome  5745] predictions:    9577/  10000 (95.77%), best:    9692/10000 (96.92%), error:      1436.26562, best error:      1142.59473 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 58.9673042297s, input_fired_time: 0.7595933080, output_fired_time: 0.4760571122, propagate_forward_time: 23.6590347290, propagate_backward_time: 32.4064445496, weight_update_time: 0.0702116266, other_time: 1.6661720276
epoch time: 4.9086165428s, input_fired_time: 0.0782725811, output_fired_time: 0.0000000000, propagate_forward_time: 4.5519251823, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2784190178
validation[          , genome  5745] predictions:    9582/  10000 (95.82%), best:    9692/10000 (96.92%), error:      1447.27405, best error:      1142.59473 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 56.7648849487s, input_fired_time: 0.7412081957, output_fired_time: 0.4595886469, propagate_forward_time: 22.7688217163, propagate_backward_time: 31.1888446808, weight_update_time: 0.0686977282, other_time: 1.6064243317
epoch time: 4.9518275261s, input_fired_time: 0.0849319398, output_fired_time: 0.0000000000, propagate_forward_time: 4.5636978149, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3031978607
validation[          , genome  5745] predictions:    9609/  10000 (96.09%), best:    9692/10000 (96.92%), error:      1339.87012, best error:      1142.59473 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 57.6774139404s, input_fired_time: 0.7564825416, output_fired_time: 0.4710992277, propagate_forward_time: 23.1268444061, propagate_backward_time: 31.6289539337, weight_update_time: 0.0715698078, other_time: 1.6940364838
epoch time: 4.8878417015s, input_fired_time: 0.0827266052, output_fired_time: 0.0000000000, propagate_forward_time: 4.5157642365, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2893509865
validation[          , genome  5745] predictions:    9699/  10000 (96.99%), best:    9699/10000 (96.99%), error:      1047.32922, best error:      1047.32922 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 56.9935226440s, input_fired_time: 0.7550572157, output_fired_time: 0.4627989233, propagate_forward_time: 22.7990627289, propagate_backward_time: 31.2861347198, weight_update_time: 0.0727406442, other_time: 1.6904659271
epoch time: 4.8757553101s, input_fired_time: 0.0821244493, output_fired_time: 0.0000000000, propagate_forward_time: 4.5085916519, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2850394249
validation[          , genome  5745] predictions:    9620/  10000 (96.20%), best:    9699/10000 (96.99%), error:      1292.00989, best error:      1047.32922 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 59.1054840088s, input_fired_time: 0.7618934512, output_fired_time: 0.4763942361, propagate_forward_time: 23.7209358215, propagate_backward_time: 32.4517974854, weight_update_time: 0.0712341145, other_time: 1.6944618225
epoch time: 5.0275769234s, input_fired_time: 0.0794453770, output_fired_time: 0.0000000000, propagate_forward_time: 4.6602497101, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2878818512
validation[          , genome  5745] predictions:    9704/  10000 (97.04%), best:    9699/10000 (96.99%), error:      1059.31470, best error:      1047.32922 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 58.7938499451s, input_fired_time: 0.7589854002, output_fired_time: 0.4753207266, propagate_forward_time: 23.5860500336, propagate_backward_time: 32.3056602478, weight_update_time: 0.0700146779, other_time: 1.6678352356
epoch time: 4.9130611420s, input_fired_time: 0.0800827965, output_fired_time: 0.0000000000, propagate_forward_time: 4.5469546318, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2860236168
validation[          , genome  5745] predictions:    9632/  10000 (96.32%), best:    9699/10000 (96.99%), error:      1233.20203, best error:      1047.32922 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 57.9986076355s, input_fired_time: 0.7535898685, output_fired_time: 0.4706889987, propagate_forward_time: 23.1564960480, propagate_backward_time: 31.9467334747, weight_update_time: 0.0689155534, other_time: 1.6711025238
epoch time: 5.0338134766s, input_fired_time: 0.0835746005, output_fired_time: 0.0000000000, propagate_forward_time: 4.6587567329, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2914819717
validation[          , genome  5745] predictions:    9657/  10000 (96.57%), best:    9699/10000 (96.99%), error:      1169.83508, best error:      1047.32922 on epoch:    21, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 57.7105827332s, input_fired_time: 0.7551072240, output_fired_time: 0.4790064991, propagate_forward_time: 23.1600399017, propagate_backward_time: 31.6386184692, weight_update_time: 0.0686664879, other_time: 1.6778106689
epoch time: 4.9615879059s, input_fired_time: 0.0813104436, output_fired_time: 0.0000000000, propagate_forward_time: 4.5820922852, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2981853485
validation[          , genome  5745] predictions:    9662/  10000 (96.62%), best:    9699/10000 (96.99%), error:      1166.10095, best error:      1047.32922 on epoch:    21, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 58.4940032959s, input_fired_time: 0.7618916035, output_fired_time: 0.4759942293, propagate_forward_time: 23.4205284119, propagate_backward_time: 32.1207275391, weight_update_time: 0.0699939728, other_time: 1.7148628235
epoch time: 4.9961981773s, input_fired_time: 0.0815923810, output_fired_time: 0.0000000000, propagate_forward_time: 4.6209959984, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2936096191
validation[          , genome  5745] predictions:    9688/  10000 (96.88%), best:    9699/10000 (96.99%), error:      1167.17603, best error:      1047.32922 on epoch:    21, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 58.0474166870s, input_fired_time: 0.7573945522, output_fired_time: 0.4718709588, propagate_forward_time: 23.2705364227, propagate_backward_time: 31.8907413483, weight_update_time: 0.0690265149, other_time: 1.6568737030
epoch time: 5.0022439957s, input_fired_time: 0.0814868882, output_fired_time: 0.0000000000, propagate_forward_time: 4.6312928200, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2894644737
validation[          , genome  5745] predictions:    9695/  10000 (96.95%), best:    9699/10000 (96.99%), error:      1087.96106, best error:      1047.32922 on epoch:    21, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 58.5598449707s, input_fired_time: 0.7542189956, output_fired_time: 0.4794331193, propagate_forward_time: 23.5395088196, propagate_backward_time: 32.1288261414, weight_update_time: 0.0698710606, other_time: 1.6578559875
epoch time: 4.8705415726s, input_fired_time: 0.0790247023, output_fired_time: 0.0000000000, propagate_forward_time: 4.5086455345, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2828712463
validation[          , genome  5745] predictions:    9644/  10000 (96.44%), best:    9699/10000 (96.99%), error:      1209.36218, best error:      1047.32922 on epoch:    21, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 56.3938941956s, input_fired_time: 0.7408006191, output_fired_time: 0.4608007073, propagate_forward_time: 22.5963382721, propagate_backward_time: 30.9903640747, weight_update_time: 0.0676323697, other_time: 1.6055908203
epoch time: 5.0083889961s, input_fired_time: 0.0806631073, output_fired_time: 0.0000000000, propagate_forward_time: 4.6455183029, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2822074890
validation[          , genome  5745] predictions:    9682/  10000 (96.82%), best:    9699/10000 (96.99%), error:      1091.70947, best error:      1047.32922 on epoch:    21, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 56.4706535339s, input_fired_time: 0.7324964404, output_fired_time: 0.4587388337, propagate_forward_time: 22.6374912262, propagate_backward_time: 31.0717658997, weight_update_time: 0.0671892166, other_time: 1.5701560974
epoch time: 4.9034504890s, input_fired_time: 0.0814693570, output_fired_time: 0.0000000000, propagate_forward_time: 4.5291185379, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2928624153
validation[          , genome  5745] predictions:    9673/  10000 (96.73%), best:    9699/10000 (96.99%), error:      1115.96521, best error:      1047.32922 on epoch:    21, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 57.2477760315s, input_fired_time: 0.7556527257, output_fired_time: 0.4637742937, propagate_forward_time: 22.9168186188, propagate_backward_time: 31.3981399536, weight_update_time: 0.0737658516, other_time: 1.7133865356
epoch time: 4.8752579689s, input_fired_time: 0.0822183788, output_fired_time: 0.0000000000, propagate_forward_time: 4.5084738731, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2845659256
validation[          , genome  5745] predictions:    9683/  10000 (96.83%), best:    9699/10000 (96.99%), error:      1114.69897, best error:      1047.32922 on epoch:    21, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 57.6420936584s, input_fired_time: 0.7535876632, output_fired_time: 0.4677393138, propagate_forward_time: 23.1259422302, propagate_backward_time: 31.6819400787, weight_update_time: 0.0686804876, other_time: 1.6128864288
epoch time: 4.8797187805s, input_fired_time: 0.0796314329, output_fired_time: 0.0000000000, propagate_forward_time: 4.5231804848, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2769069672
validation[          , genome  5745] predictions:    9678/  10000 (96.78%), best:    9699/10000 (96.99%), error:      1105.14111, best error:      1047.32922 on epoch:    21, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 56.8117523193s, input_fired_time: 0.7441418171, output_fired_time: 0.4627442062, propagate_forward_time: 22.7691593170, propagate_backward_time: 31.2524375916, weight_update_time: 0.0669194981, other_time: 1.5832710266
epoch time: 4.8653082848s, input_fired_time: 0.0778963491, output_fired_time: 0.0000000000, propagate_forward_time: 4.5107564926, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2766556740
validation[          , genome  5745] predictions:    9665/  10000 (96.65%), best:    9699/10000 (96.99%), error:      1158.62683, best error:      1047.32922 on epoch:    21, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 56.7859420776s, input_fired_time: 0.7460470796, output_fired_time: 0.4593060315, propagate_forward_time: 22.8199176788, propagate_backward_time: 31.2066955566, weight_update_time: 0.0659697726, other_time: 1.5539779663
epoch time: 4.8560962677s, input_fired_time: 0.0787271410, output_fired_time: 0.0000000000, propagate_forward_time: 4.5049324036, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2724366188
validation[          , genome  5745] predictions:    9704/  10000 (97.04%), best:    9704/10000 (97.04%), error:      1010.40826, best error:      1010.40826 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 58.9020004272s, input_fired_time: 0.7496071458, output_fired_time: 0.4796983600, propagate_forward_time: 23.7109813690, propagate_backward_time: 32.3724822998, weight_update_time: 0.0683497116, other_time: 1.5892333984
epoch time: 5.0491766930s, input_fired_time: 0.0813146383, output_fired_time: 0.0000000000, propagate_forward_time: 4.6848587990, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2830033302
validation[          , genome  5745] predictions:    9645/  10000 (96.45%), best:    9704/10000 (97.04%), error:      1265.29004, best error:      1010.40826 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 57.7604904175s, input_fired_time: 0.7495847940, output_fired_time: 0.4704043567, propagate_forward_time: 23.1924400330, propagate_backward_time: 31.7702560425, weight_update_time: 0.0673496947, other_time: 1.5778045654
epoch time: 5.3771338463s, input_fired_time: 0.0841717497, output_fired_time: 0.0000000000, propagate_forward_time: 4.9958758354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2970862389
validation[          , genome  5745] predictions:    9717/  10000 (97.17%), best:    9704/10000 (97.04%), error:      1017.26013, best error:      1010.40826 on epoch:    35, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 57.8871116638s, input_fired_time: 0.7562800646, output_fired_time: 0.4695327282, propagate_forward_time: 23.1920242310, propagate_backward_time: 31.8687782288, weight_update_time: 0.0671785995, other_time: 1.6004981995
epoch time: 4.9361553192s, input_fired_time: 0.0819387436, output_fired_time: 0.0000000000, propagate_forward_time: 4.5731048584, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2811117172
validation[          , genome  5745] predictions:    9696/  10000 (96.96%), best:    9704/10000 (97.04%), error:      1021.66785, best error:      1010.40826 on epoch:    35, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 57.5885391235s, input_fired_time: 0.7507948279, output_fired_time: 0.4676307142, propagate_forward_time: 23.1396350861, propagate_backward_time: 31.6389751434, weight_update_time: 0.0669315904, other_time: 1.5915012360
epoch time: 4.8723773956s, input_fired_time: 0.0805628970, output_fired_time: 0.0000000000, propagate_forward_time: 4.5141005516, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2777137756
validation[          , genome  5745] predictions:    9688/  10000 (96.88%), best:    9704/10000 (97.04%), error:      1045.30286, best error:      1010.40826 on epoch:    35, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 57.3721580505s, input_fired_time: 0.7467622757, output_fired_time: 0.4649798274, propagate_forward_time: 23.0551567078, propagate_backward_time: 31.5285034180, weight_update_time: 0.0667685717, other_time: 1.5767555237
epoch time: 4.9318432808s, input_fired_time: 0.0783115998, output_fired_time: 0.0000000000, propagate_forward_time: 4.5768651962, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2766666412
validation[          , genome  5745] predictions:    9701/  10000 (97.01%), best:    9704/10000 (97.04%), error:      1062.79492, best error:      1010.40826 on epoch:    35, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 57.3258476257s, input_fired_time: 0.7518127561, output_fired_time: 0.4670487940, propagate_forward_time: 23.0261020660, propagate_backward_time: 31.5235538483, weight_update_time: 0.0664646402, other_time: 1.5573329926
epoch time: 5.0305533409s, input_fired_time: 0.0824583545, output_fired_time: 0.0000000000, propagate_forward_time: 4.6648344994, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2832603455
validation[          , genome  5745] predictions:    9645/  10000 (96.45%), best:    9704/10000 (97.04%), error:      1207.38171, best error:      1010.40826 on epoch:    35, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 57.1815376282s, input_fired_time: 0.7466874123, output_fired_time: 0.4632061124, propagate_forward_time: 22.9618015289, propagate_backward_time: 31.4541206360, weight_update_time: 0.0665889159, other_time: 1.5557212830
epoch time: 4.9079151154s, input_fired_time: 0.0776116475, output_fired_time: 0.0000000000, propagate_forward_time: 4.5507035255, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2796001434
validation[          , genome  5745] predictions:    9684/  10000 (96.84%), best:    9704/10000 (97.04%), error:      1105.30774, best error:      1010.40826 on epoch:    35, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 57.7508735657s, input_fired_time: 0.7475217581, output_fired_time: 0.4685349762, propagate_forward_time: 23.1762752533, propagate_backward_time: 31.7806358337, weight_update_time: 0.0668822005, other_time: 1.5779075623
epoch time: 5.0415582657s, input_fired_time: 0.0819729790, output_fired_time: 0.0000000000, propagate_forward_time: 4.6752624512, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2843227386
validation[          , genome  5745] predictions:    9677/  10000 (96.77%), best:    9704/10000 (97.04%), error:      1110.86243, best error:      1010.40826 on epoch:    35, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 57.9405021667s, input_fired_time: 0.7508905530, output_fired_time: 0.4689357877, propagate_forward_time: 23.2486686707, propagate_backward_time: 31.8736858368, weight_update_time: 0.0671693534, other_time: 1.5983219147
epoch time: 4.9945530891s, input_fired_time: 0.0808389187, output_fired_time: 0.0000000000, propagate_forward_time: 4.6272201538, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2864942551
validation[          , genome  5745] predictions:    9693/  10000 (96.93%), best:    9704/10000 (97.04%), error:      1078.20972, best error:      1010.40826 on epoch:    35, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 58.3777732849s, input_fired_time: 0.7608499527, output_fired_time: 0.4749278426, propagate_forward_time: 23.4646778107, propagate_backward_time: 32.0673637390, weight_update_time: 0.0677465722, other_time: 1.6099586487
epoch time: 5.0483269691s, input_fired_time: 0.0817129537, output_fired_time: 0.0000000000, propagate_forward_time: 4.6810030937, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2856111526
validation[          , genome  5745] predictions:    9727/  10000 (97.27%), best:    9727/10000 (97.27%), error:       978.14386, best error:       978.14386 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 56.8334503174s, input_fired_time: 0.7449847460, output_fired_time: 0.4664343596, propagate_forward_time: 22.8200111389, propagate_backward_time: 31.2559642792, weight_update_time: 0.0662144348, other_time: 1.5460567474
epoch time: 4.8590235710s, input_fired_time: 0.0769431517, output_fired_time: 0.0000000000, propagate_forward_time: 4.5080695152, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2740111351
validation[          , genome  5745] predictions:    9664/  10000 (96.64%), best:    9727/10000 (97.27%), error:      1110.13782, best error:       978.14386 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 56.2887306213s, input_fired_time: 0.7416882515, output_fired_time: 0.4669502974, propagate_forward_time: 22.5592975616, propagate_backward_time: 30.9778118134, weight_update_time: 0.0654888898, other_time: 1.5429859161
epoch time: 4.8590259552s, input_fired_time: 0.0793192238, output_fired_time: 0.0000000000, propagate_forward_time: 4.5052833557, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2744235992
validation[          , genome  5745] predictions:    9705/  10000 (97.05%), best:    9727/10000 (97.27%), error:      1001.41577, best error:       978.14386 on epoch:    45, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 56.1929588318s, input_fired_time: 0.7390304804, output_fired_time: 0.4551520348, propagate_forward_time: 22.5419540405, propagate_backward_time: 30.9295196533, weight_update_time: 0.0654810220, other_time: 1.5273056030
epoch time: 4.8574934006s, input_fired_time: 0.0796635300, output_fired_time: 0.0000000000, propagate_forward_time: 4.5044651031, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2733645439
validation[          , genome  5745] predictions:    9678/  10000 (96.78%), best:    9727/10000 (97.27%), error:      1110.42615, best error:       978.14386 on epoch:    45, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 56.3737411499s, input_fired_time: 0.7373498678, output_fired_time: 0.4564550221, propagate_forward_time: 22.6321945190, propagate_backward_time: 31.0093460083, weight_update_time: 0.0658927411, other_time: 1.5383949280
epoch time: 4.8634328842s, input_fired_time: 0.0780903175, output_fired_time: 0.0000000000, propagate_forward_time: 4.5089387894, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2764039040
validation[          , genome  5745] predictions:    9717/  10000 (97.17%), best:    9727/10000 (97.27%), error:      1023.82452, best error:       978.14386 on epoch:    45, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 56.9451484680s, input_fired_time: 0.7462655902, output_fired_time: 0.4627117813, propagate_forward_time: 22.8677196503, propagate_backward_time: 31.3114414215, weight_update_time: 0.0665035024, other_time: 1.5570125580
epoch time: 4.8591194153s, input_fired_time: 0.0801227018, output_fired_time: 0.0000000000, propagate_forward_time: 4.5055518150, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2734451294
validation[          , genome  5745] predictions:    9693/  10000 (96.93%), best:    9727/10000 (97.27%), error:      1058.28674, best error:       978.14386 on epoch:    45, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 56.2229499817s, input_fired_time: 0.7427194118, output_fired_time: 0.4610821605, propagate_forward_time: 22.5713558197, propagate_backward_time: 30.9139041901, weight_update_time: 0.0657277331, other_time: 1.5338878632
epoch time: 4.8590078354s, input_fired_time: 0.0776813105, output_fired_time: 0.0000000000, propagate_forward_time: 4.5058178902, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2755084038
validation[          , genome  5745] predictions:    9637/  10000 (96.37%), best:    9727/10000 (97.27%), error:      1206.77844, best error:       978.14386 on epoch:    45, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 56.1615905762s, input_fired_time: 0.7373043299, output_fired_time: 0.4551157355, propagate_forward_time: 22.5474796295, propagate_backward_time: 30.8933544159, weight_update_time: 0.0656166822, other_time: 1.5283374786
epoch time: 4.8575611115s, input_fired_time: 0.0775666684, output_fired_time: 0.0000000000, propagate_forward_time: 4.5057077408, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2742867470
validation[          , genome  5745] predictions:    9661/  10000 (96.61%), best:    9727/10000 (97.27%), error:      1216.83203, best error:       978.14386 on epoch:    45, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 56.2477416992s, input_fired_time: 0.7454032302, output_fired_time: 0.4557959437, propagate_forward_time: 22.5643081665, propagate_backward_time: 30.9309406281, weight_update_time: 0.0657192022, other_time: 1.5512943268
epoch time: 4.8703165054s, input_fired_time: 0.0815523937, output_fired_time: 0.0000000000, propagate_forward_time: 4.5105252266, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2782387733
validation[          , genome  5745] predictions:    9712/  10000 (97.12%), best:    9712/10000 (97.12%), error:       968.19879, best error:       968.19879 on epoch:    53, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 56.8286018372s, input_fired_time: 0.7490509748, output_fired_time: 0.4678061903, propagate_forward_time: 22.7511672974, propagate_backward_time: 31.2606925964, weight_update_time: 0.0661611930, other_time: 1.5998840332
epoch time: 4.8650250435s, input_fired_time: 0.0786412284, output_fired_time: 0.0000000000, propagate_forward_time: 4.5074486732, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2789349556
validation[          , genome  5745] predictions:    9669/  10000 (96.69%), best:    9712/10000 (97.12%), error:      1220.77039, best error:       968.19879 on epoch:    53, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 56.5176124573s, input_fired_time: 0.7458497882, output_fired_time: 0.4638573825, propagate_forward_time: 22.5761623383, propagate_backward_time: 31.1536731720, weight_update_time: 0.0656854436, other_time: 1.5780696869
epoch time: 4.8689990044s, input_fired_time: 0.0819223225, output_fired_time: 0.0000000000, propagate_forward_time: 4.5070958138, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2799806595
validation[          , genome  5745] predictions:    9670/  10000 (96.70%), best:    9712/10000 (97.12%), error:      1090.63379, best error:       968.19879 on epoch:    53, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 56.4536590576s, input_fired_time: 0.7431876063, output_fired_time: 0.4674429297, propagate_forward_time: 22.6147575378, propagate_backward_time: 31.0556983948, weight_update_time: 0.0658684596, other_time: 1.5725746155
epoch time: 4.8659429550s, input_fired_time: 0.0786556005, output_fired_time: 0.0000000000, propagate_forward_time: 4.5089387894, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2783484459
validation[          , genome  5745] predictions:    9695/  10000 (96.95%), best:    9712/10000 (97.12%), error:      1088.86877, best error:       968.19879 on epoch:    53, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 56.2088890076s, input_fired_time: 0.7441219687, output_fired_time: 0.4547005594, propagate_forward_time: 22.5490264893, propagate_backward_time: 30.9162120819, weight_update_time: 0.0656271428, other_time: 1.5448284149
epoch time: 4.8611378670s, input_fired_time: 0.0808969811, output_fired_time: 0.0000000000, propagate_forward_time: 4.5050110817, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2752299309
validation[          , genome  5745] predictions:    9700/  10000 (97.00%), best:    9712/10000 (97.12%), error:      1023.84216, best error:       968.19879 on epoch:    53, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 56.2982940674s, input_fired_time: 0.7347539663, output_fired_time: 0.4549264312, propagate_forward_time: 22.6141757965, propagate_backward_time: 30.9629001617, weight_update_time: 0.0657266974, other_time: 1.5315380096
epoch time: 4.8619809151s, input_fired_time: 0.0798704848, output_fired_time: 0.0000000000, propagate_forward_time: 4.5076670647, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2744431496
validation[          , genome  5745] predictions:    9711/  10000 (97.11%), best:    9712/10000 (97.12%), error:      1015.67194, best error:       968.19879 on epoch:    53, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 56.1719398499s, input_fired_time: 0.7423490882, output_fired_time: 0.4529973865, propagate_forward_time: 22.5335369110, propagate_backward_time: 30.9215717316, weight_update_time: 0.0655739158, other_time: 1.5214824677
epoch time: 4.8549556732s, input_fired_time: 0.0763181672, output_fired_time: 0.0000000000, propagate_forward_time: 4.5057482719, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2728891373
validation[          , genome  5745] predictions:    9669/  10000 (96.69%), best:    9712/10000 (97.12%), error:      1167.81152, best error:       968.19879 on epoch:    53, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 56.1917991638s, input_fired_time: 0.7362662554, output_fired_time: 0.4543420672, propagate_forward_time: 22.5323562622, propagate_backward_time: 30.9219875336, weight_update_time: 0.0656043962, other_time: 1.5468463898
epoch time: 4.8657460213s, input_fired_time: 0.0798928663, output_fired_time: 0.0000000000, propagate_forward_time: 4.5072302818, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2786231041
validation[          , genome  5745] predictions:    9685/  10000 (96.85%), best:    9712/10000 (97.12%), error:      1045.00330, best error:       968.19879 on epoch:    53, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 56.2983589172s, input_fired_time: 0.7411805391, output_fired_time: 0.4584498107, propagate_forward_time: 22.5388202667, propagate_backward_time: 31.0042743683, weight_update_time: 0.0655595511, other_time: 1.5556316376
epoch time: 4.8631324768s, input_fired_time: 0.0798777342, output_fired_time: 0.0000000000, propagate_forward_time: 4.5071606636, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2760939598
validation[          , genome  5745] predictions:    9712/  10000 (97.12%), best:    9712/10000 (97.12%), error:       995.45300, best error:       968.19879 on epoch:    53, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 56.4485702515s, input_fired_time: 0.7469565868, output_fired_time: 0.4614129066, propagate_forward_time: 22.6316967010, propagate_backward_time: 31.0734119415, weight_update_time: 0.0660566539, other_time: 1.5350933075
epoch time: 4.8650031090s, input_fired_time: 0.0807705596, output_fired_time: 0.0000000000, propagate_forward_time: 4.5095143318, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2747182846
validation[          , genome  5745] predictions:    9692/  10000 (96.92%), best:    9712/10000 (97.12%), error:      1058.75110, best error:       968.19879 on epoch:    53, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 56.3341407776s, input_fired_time: 0.7428177595, output_fired_time: 0.4579531252, propagate_forward_time: 22.5447063446, propagate_backward_time: 31.0581283569, weight_update_time: 0.0658581331, other_time: 1.5305328369
epoch time: 4.8881959915s, input_fired_time: 0.0822467804, output_fired_time: 0.0000000000, propagate_forward_time: 4.5295319557, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2764172554
validation[          , genome  5745] predictions:    9703/  10000 (97.03%), best:    9712/10000 (97.12%), error:      1039.85767, best error:       968.19879 on epoch:    53, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 56.4919471741s, input_fired_time: 0.7454848886, output_fired_time: 0.4568222165, propagate_forward_time: 22.6610279083, propagate_backward_time: 31.0777282715, weight_update_time: 0.0658546314, other_time: 1.5508880615
epoch time: 4.8777422905s, input_fired_time: 0.0811223537, output_fired_time: 0.0000000000, propagate_forward_time: 4.5205044746, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2761154175
validation[          , genome  5745] predictions:    9710/  10000 (97.10%), best:    9712/10000 (97.12%), error:       970.87939, best error:       968.19879 on epoch:    53, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 56.5994529724s, input_fired_time: 0.7509160638, output_fired_time: 0.4593636394, propagate_forward_time: 22.6517257690, propagate_backward_time: 31.1686973572, weight_update_time: 0.0659263507, other_time: 1.5687522888
epoch time: 4.8733639717s, input_fired_time: 0.0825007409, output_fired_time: 0.0000000000, propagate_forward_time: 4.5126080513, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2782549858
validation[          , genome  5745] predictions:    9647/  10000 (96.47%), best:    9712/10000 (97.12%), error:      1181.53101, best error:       968.19879 on epoch:    53, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 56.3402748108s, input_fired_time: 0.7412920594, output_fired_time: 0.4575530887, propagate_forward_time: 22.6035003662, propagate_backward_time: 30.9929771423, weight_update_time: 0.0657644495, other_time: 1.5449523926
epoch time: 4.8676886559s, input_fired_time: 0.0805588216, output_fired_time: 0.0000000000, propagate_forward_time: 4.5084738731, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2786560059
validation[          , genome  5745] predictions:    9672/  10000 (96.72%), best:    9712/10000 (97.12%), error:      1096.29968, best error:       968.19879 on epoch:    53, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 56.2916488647s, input_fired_time: 0.7428813577, output_fired_time: 0.4559289813, propagate_forward_time: 22.5532989502, propagate_backward_time: 30.9867572784, weight_update_time: 0.0659195632, other_time: 1.5527820587
epoch time: 4.8716793060s, input_fired_time: 0.0819307342, output_fired_time: 0.0000000000, propagate_forward_time: 4.5110616684, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2786870003
validation[          , genome  5745] predictions:    9719/  10000 (97.19%), best:    9712/10000 (97.12%), error:       978.72650, best error:       968.19879 on epoch:    53, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 56.3780632019s, input_fired_time: 0.7475259900, output_fired_time: 0.4617914855, propagate_forward_time: 22.5709171295, propagate_backward_time: 31.0339317322, weight_update_time: 0.0657781735, other_time: 1.5638999939
epoch time: 4.8680553436s, input_fired_time: 0.0810460821, output_fired_time: 0.0000000000, propagate_forward_time: 4.5087499619, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2782592773
validation[          , genome  5745] predictions:    9695/  10000 (96.95%), best:    9712/10000 (97.12%), error:      1057.83826, best error:       968.19879 on epoch:    53, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 56.3358726501s, input_fired_time: 0.7391306162, output_fired_time: 0.4579484165, propagate_forward_time: 22.5591602325, propagate_backward_time: 31.0317459106, weight_update_time: 0.0657148659, other_time: 1.5478897095
epoch time: 4.8554406166s, input_fired_time: 0.0775837675, output_fired_time: 0.0000000000, propagate_forward_time: 4.5049300194, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2729268074
validation[          , genome  5745] predictions:    9732/  10000 (97.32%), best:    9732/10000 (97.32%), error:       958.93762, best error:       958.93762 on epoch:    69, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 56.1774177551s, input_fired_time: 0.7408159971, output_fired_time: 0.4530935585, propagate_forward_time: 22.5375595093, propagate_backward_time: 30.9249286652, weight_update_time: 0.0655751973, other_time: 1.5210208893
epoch time: 4.8577275276s, input_fired_time: 0.0792389140, output_fired_time: 0.0000000000, propagate_forward_time: 4.5052871704, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2732014656
validation[          , genome  5745] predictions:    9719/  10000 (97.19%), best:    9732/10000 (97.32%), error:      1007.98767, best error:       958.93762 on epoch:    69, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 56.4922523499s, input_fired_time: 0.7431981564, output_fired_time: 0.4587031305, propagate_forward_time: 22.6460380554, propagate_backward_time: 31.1064453125, weight_update_time: 0.0671345666, other_time: 1.5378684998
epoch time: 4.8583593369s, input_fired_time: 0.0794011056, output_fired_time: 0.0000000000, propagate_forward_time: 4.5046935081, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2742648125
validation[          , genome  5745] predictions:    9716/  10000 (97.16%), best:    9732/10000 (97.32%), error:       979.84058, best error:       958.93762 on epoch:    69, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 56.2851524353s, input_fired_time: 0.7430557013, output_fired_time: 0.4574845731, propagate_forward_time: 22.5291671753, propagate_backward_time: 31.0304756165, weight_update_time: 0.0656215623, other_time: 1.5249671936
epoch time: 4.8554010391s, input_fired_time: 0.0788384974, output_fired_time: 0.0000000000, propagate_forward_time: 4.5037641525, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2727985382
validation[          , genome  5745] predictions:    9641/  10000 (96.41%), best:    9732/10000 (97.32%), error:      1237.35547, best error:       958.93762 on epoch:    69, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 56.1623115540s, input_fired_time: 0.7391118407, output_fired_time: 0.4528290331, propagate_forward_time: 22.5525913239, propagate_backward_time: 30.8949737549, weight_update_time: 0.0656547397, other_time: 1.5228042603
epoch time: 4.8568339348s, input_fired_time: 0.0786575377, output_fired_time: 0.0000000000, propagate_forward_time: 4.5041947365, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2739815712
validation[          , genome  5745] predictions:    9705/  10000 (97.05%), best:    9732/10000 (97.32%), error:      1018.56873, best error:       958.93762 on epoch:    69, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 56.7950859070s, input_fired_time: 0.7648960948, output_fired_time: 0.4625797868, propagate_forward_time: 22.7337226868, propagate_backward_time: 31.1771507263, weight_update_time: 0.0696332231, other_time: 1.6567344666
epoch time: 4.9007806778s, input_fired_time: 0.0837606043, output_fired_time: 0.0000000000, propagate_forward_time: 4.5185413361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2984786034
validation[          , genome  5745] predictions:    9708/  10000 (97.08%), best:    9732/10000 (97.32%), error:      1042.40491, best error:       958.93762 on epoch:    69, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 56.8318328857s, input_fired_time: 0.7466989160, output_fired_time: 0.4641344547, propagate_forward_time: 22.8205890656, propagate_backward_time: 31.2089481354, weight_update_time: 0.0671204478, other_time: 1.5914592743
epoch time: 4.8643045425s, input_fired_time: 0.0777895302, output_fired_time: 0.0000000000, propagate_forward_time: 4.5084128380, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2781023979
validation[          , genome  5745] predictions:    9674/  10000 (96.74%), best:    9732/10000 (97.32%), error:      1089.14148, best error:       958.93762 on epoch:    69, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 56.4856872559s, input_fired_time: 0.7368276715, output_fired_time: 0.4563817382, propagate_forward_time: 22.6693229675, propagate_backward_time: 31.0686779022, weight_update_time: 0.0657542422, other_time: 1.5544757843
epoch time: 4.8668646812s, input_fired_time: 0.0791447461, output_fired_time: 0.0000000000, propagate_forward_time: 4.5110850334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2766346931
validation[          , genome  5745] predictions:    9726/  10000 (97.26%), best:    9732/10000 (97.32%), error:       988.48761, best error:       958.93762 on epoch:    69, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 56.4045181274s, input_fired_time: 0.7417502403, output_fired_time: 0.4592930973, propagate_forward_time: 22.6560344696, propagate_backward_time: 31.0154228210, weight_update_time: 0.0656744391, other_time: 1.5320167542
epoch time: 4.8555111885s, input_fired_time: 0.0777472034, output_fired_time: 0.0000000000, propagate_forward_time: 4.5035185814, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2742452621
validation[          , genome  5745] predictions:    9695/  10000 (96.95%), best:    9732/10000 (97.32%), error:       996.99231, best error:       958.93762 on epoch:    69, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 56.5772247314s, input_fired_time: 0.7456162572, output_fired_time: 0.4609516263, propagate_forward_time: 22.6816272736, propagate_backward_time: 31.1543045044, weight_update_time: 0.0657664761, other_time: 1.5347213745
epoch time: 4.8585886955s, input_fired_time: 0.0775842890, output_fired_time: 0.0000000000, propagate_forward_time: 4.5057849884, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2752194405
validation[          , genome  5745] predictions:    9677/  10000 (96.77%), best:    9732/10000 (97.32%), error:      1081.32935, best error:       958.93762 on epoch:    69, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 56.4546089172s, input_fired_time: 0.7401895523, output_fired_time: 0.4610604048, propagate_forward_time: 22.6517162323, propagate_backward_time: 31.0529594421, weight_update_time: 0.0655814037, other_time: 1.5486869812
epoch time: 4.8794898987s, input_fired_time: 0.0797944218, output_fired_time: 0.0000000000, propagate_forward_time: 4.5254340172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2742614746
validation[          , genome  5745] predictions:    9714/  10000 (97.14%), best:    9732/10000 (97.32%), error:      1006.28583, best error:       958.93762 on epoch:    69, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 56.2809944153s, input_fired_time: 0.7486783266, output_fired_time: 0.4552609026, propagate_forward_time: 22.5745105743, propagate_backward_time: 30.9683952332, weight_update_time: 0.0656591877, other_time: 1.5341453552
epoch time: 4.8651556969s, input_fired_time: 0.0818335637, output_fired_time: 0.0000000000, propagate_forward_time: 4.5073375702, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2759847641
validation[          , genome  5745] predictions:    9661/  10000 (96.61%), best:    9732/10000 (97.32%), error:      1144.33960, best error:       958.93762 on epoch:    69, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 56.3541717529s, input_fired_time: 0.7435067892, output_fired_time: 0.4569395185, propagate_forward_time: 22.5863857269, propagate_backward_time: 31.0161399841, weight_update_time: 0.0659421310, other_time: 1.5511970520
epoch time: 4.9530978203s, input_fired_time: 0.0807352588, output_fired_time: 0.0000000000, propagate_forward_time: 4.5917787552, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2805838585
validation[          , genome  5745] predictions:    9695/  10000 (96.95%), best:    9732/10000 (97.32%), error:      1067.11316, best error:       958.93762 on epoch:    69, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 56.3121032715s, input_fired_time: 0.7479219437, output_fired_time: 0.4566418231, propagate_forward_time: 22.5644550323, propagate_backward_time: 31.0012283325, weight_update_time: 0.0659114867, other_time: 1.5418548584
epoch time: 4.9931721687s, input_fired_time: 0.0829213560, output_fired_time: 0.0000000000, propagate_forward_time: 4.6294307709, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2808198929
validation[          , genome  5745] predictions:    9722/  10000 (97.22%), best:    9732/10000 (97.32%), error:       972.28284, best error:       958.93762 on epoch:    69, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 56.4194946289s, input_fired_time: 0.7403849363, output_fired_time: 0.4584639072, propagate_forward_time: 22.6082630157, propagate_backward_time: 31.0765438080, weight_update_time: 0.0659372881, other_time: 1.5358371735
epoch time: 4.9257893562s, input_fired_time: 0.0800288245, output_fired_time: 0.0000000000, propagate_forward_time: 4.5674047470, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2783555984
validation[          , genome  5745] predictions:    9729/  10000 (97.29%), best:    9732/10000 (97.32%), error:       975.84790, best error:       958.93762 on epoch:    69, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 56.1954917908s, input_fired_time: 0.7504546642, output_fired_time: 0.4545416236, propagate_forward_time: 22.5435409546, propagate_backward_time: 30.9151210785, weight_update_time: 0.0657818839, other_time: 1.5318355560
epoch time: 4.8579902649s, input_fired_time: 0.0794949979, output_fired_time: 0.0000000000, propagate_forward_time: 4.5051465034, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2733488083
validation[          , genome  5745] predictions:    9640/  10000 (96.40%), best:    9732/10000 (97.32%), error:      1186.46472, best error:       958.93762 on epoch:    69, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 56.4094009399s, input_fired_time: 0.7431070209, output_fired_time: 0.4572170079, propagate_forward_time: 22.6010665894, propagate_backward_time: 31.0741043091, weight_update_time: 0.0659646094, other_time: 1.5339050293
epoch time: 4.8770923615s, input_fired_time: 0.0804644153, output_fired_time: 0.0000000000, propagate_forward_time: 4.5212240219, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2754039764
validation[          , genome  5745] predictions:    9718/  10000 (97.18%), best:    9732/10000 (97.32%), error:       980.00806, best error:       958.93762 on epoch:    69, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 56.5785942078s, input_fired_time: 0.7526302934, output_fired_time: 0.4591389894, propagate_forward_time: 22.6837711334, propagate_backward_time: 31.1292934418, weight_update_time: 0.0662139505, other_time: 1.5537586212
epoch time: 4.8625750542s, input_fired_time: 0.0823458657, output_fired_time: 0.0000000000, propagate_forward_time: 4.5056943893, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2745347023
validation[          , genome  5745] predictions:    9691/  10000 (96.91%), best:    9732/10000 (97.32%), error:      1083.01941, best error:       958.93762 on epoch:    69, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 57.8355445862s, input_fired_time: 0.7611430287, output_fired_time: 0.4698786736, propagate_forward_time: 23.1777610779, propagate_backward_time: 31.8242282867, weight_update_time: 0.0678133070, other_time: 1.6025333405
epoch time: 4.9048571587s, input_fired_time: 0.0830332190, output_fired_time: 0.0000000000, propagate_forward_time: 4.5392408371, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2825832367
validation[          , genome  5745] predictions:    9702/  10000 (97.02%), best:    9732/10000 (97.32%), error:      1025.51416, best error:       958.93762 on epoch:    69, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 56.9983940125s, input_fired_time: 0.7535368800, output_fired_time: 0.4638825953, propagate_forward_time: 22.8562660217, propagate_backward_time: 31.3555870056, weight_update_time: 0.0668180436, other_time: 1.5691223145
epoch time: 4.9217262268s, input_fired_time: 0.0778983980, output_fired_time: 0.0000000000, propagate_forward_time: 4.5654249191, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2784028053
validation[          , genome  5745] predictions:    9635/  10000 (96.35%), best:    9732/10000 (97.32%), error:      1212.22327, best error:       958.93762 on epoch:    69, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 57.6251678467s, input_fired_time: 0.7461256385, output_fired_time: 0.4684926271, propagate_forward_time: 23.1377754211, propagate_backward_time: 31.7068576813, weight_update_time: 0.0671489611, other_time: 1.5659160614
epoch time: 4.8845849037s, input_fired_time: 0.0792797208, output_fired_time: 0.0000000000, propagate_forward_time: 4.5310740471, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2742309570
validation[          , genome  5745] predictions:    9679/  10000 (96.79%), best:    9732/10000 (97.32%), error:      1055.15466, best error:       958.93762 on epoch:    69, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 57.9164810181s, input_fired_time: 0.7565694451, output_fired_time: 0.4752555490, propagate_forward_time: 23.2148838043, propagate_backward_time: 31.8972320557, weight_update_time: 0.0673603341, other_time: 1.5725402832
epoch time: 4.9511332512s, input_fired_time: 0.0837432668, output_fired_time: 0.0000000000, propagate_forward_time: 4.5893931389, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2779970169
validation[          , genome  5745] predictions:    9692/  10000 (96.92%), best:    9732/10000 (97.32%), error:      1046.97510, best error:       958.93762 on epoch:    69, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 57.3612823486s, input_fired_time: 0.7598383427, output_fired_time: 0.4647044539, propagate_forward_time: 22.9972667694, propagate_backward_time: 31.5729160309, weight_update_time: 0.0670323819, other_time: 1.5665569305
epoch time: 4.9188952446s, input_fired_time: 0.0798618123, output_fired_time: 0.0000000000, propagate_forward_time: 4.5608410835, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2781925201
validation[          , genome  5745] predictions:    9709/  10000 (97.09%), best:    9732/10000 (97.32%), error:      1021.08868, best error:       958.93762 on epoch:    69, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 57.6543273926s, input_fired_time: 0.7602528930, output_fired_time: 0.4682786167, propagate_forward_time: 23.2096595764, propagate_backward_time: 31.6386871338, weight_update_time: 0.0672816709, other_time: 1.5774497986
epoch time: 5.0233631134s, input_fired_time: 0.0828828588, output_fired_time: 0.0000000000, propagate_forward_time: 4.6586275101, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2818527222
validation[          , genome  5745] predictions:    9719/  10000 (97.19%), best:    9732/10000 (97.32%), error:      1026.80054, best error:       958.93762 on epoch:    69, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 57.0685653687s, input_fired_time: 0.7570785880, output_fired_time: 0.4634350538, propagate_forward_time: 22.9052810669, propagate_backward_time: 31.3941059113, weight_update_time: 0.0665625930, other_time: 1.5486621857
epoch time: 4.8574166298s, input_fired_time: 0.0787596032, output_fired_time: 0.0000000000, propagate_forward_time: 4.5052332878, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2734236717
validation[          , genome  5745] predictions:    9709/  10000 (97.09%), best:    9732/10000 (97.32%), error:      1007.12000, best error:       958.93762 on epoch:    69, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 56.8553123474s, input_fired_time: 0.7551814318, output_fired_time: 0.4614946544, propagate_forward_time: 22.8215007782, propagate_backward_time: 31.2663211823, weight_update_time: 0.0664147362, other_time: 1.5508174896
epoch time: 4.8618507385s, input_fired_time: 0.0802379772, output_fired_time: 0.0000000000, propagate_forward_time: 4.5070309639, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2745819092
validation[          , genome  5745] predictions:    9680/  10000 (96.80%), best:    9732/10000 (97.32%), error:      1101.73755, best error:       958.93762 on epoch:    69, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 56.7687072754s, input_fired_time: 0.7455656528, output_fired_time: 0.4619078934, propagate_forward_time: 22.8029861450, propagate_backward_time: 31.2092685699, weight_update_time: 0.0665101781, other_time: 1.5489788055
epoch time: 4.8591098785s, input_fired_time: 0.0786390826, output_fired_time: 0.0000000000, propagate_forward_time: 4.5056762695, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2747945786
validation[          , genome  5745] predictions:    9702/  10000 (97.02%), best:    9732/10000 (97.32%), error:      1049.10486, best error:       958.93762 on epoch:    69, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 57.4275283813s, input_fired_time: 0.7480905056, output_fired_time: 0.4687445760, propagate_forward_time: 23.0070915222, propagate_backward_time: 31.6283569336, weight_update_time: 0.0667659193, other_time: 1.5752449036
epoch time: 4.9491457939s, input_fired_time: 0.0799603462, output_fired_time: 0.0000000000, propagate_forward_time: 4.5904564857, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2787289619
validation[          , genome  5745] predictions:    9698/  10000 (96.98%), best:    9732/10000 (97.32%), error:      1070.53845, best error:       958.93762 on epoch:    69, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 57.3599967957s, input_fired_time: 0.7572856545, output_fired_time: 0.4710263610, propagate_forward_time: 22.9541759491, propagate_backward_time: 31.5965175629, weight_update_time: 0.0668652654, other_time: 1.5809879303
epoch time: 4.9585757256s, input_fired_time: 0.0847651884, output_fired_time: 0.0000000000, propagate_forward_time: 4.5877103806, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2861003876
validation[          , genome  5745] predictions:    9715/  10000 (97.15%), best:    9732/10000 (97.32%), error:       975.37665, best error:       958.93762 on epoch:    69, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 57.1393966675s, input_fired_time: 0.7548446059, output_fired_time: 0.4650165737, propagate_forward_time: 22.8953819275, propagate_backward_time: 31.4482975006, weight_update_time: 0.0670075193, other_time: 1.5758571625
epoch time: 4.9812288284s, input_fired_time: 0.0837943256, output_fired_time: 0.0000000000, propagate_forward_time: 4.6101999283, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2872347832
validation[          , genome  5745] predictions:    9700/  10000 (97.00%), best:    9732/10000 (97.32%), error:      1018.47754, best error:       958.93762 on epoch:    69, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 56.4264335632s, input_fired_time: 0.7533478141, output_fired_time: 0.4592580497, propagate_forward_time: 22.6193866730, propagate_backward_time: 31.0367889404, weight_update_time: 0.0663324967, other_time: 1.5576477051
epoch time: 4.9422426224s, input_fired_time: 0.0836694613, output_fired_time: 0.0000000000, propagate_forward_time: 4.5802907944, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2782821655
validation[          , genome  5745] predictions:    9700/  10000 (97.00%), best:    9732/10000 (97.32%), error:      1049.57458, best error:       958.93762 on epoch:    69, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 56.2577819824s, input_fired_time: 0.7524637580, output_fired_time: 0.4585469663, propagate_forward_time: 22.5578861237, propagate_backward_time: 30.9423751831, weight_update_time: 0.0661802292, other_time: 1.5465087891
epoch time: 4.8612985611s, input_fired_time: 0.0818078369, output_fired_time: 0.0000000000, propagate_forward_time: 4.5053110123, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2741799355
validation[          , genome  5745] predictions:    9681/  10000 (96.81%), best:    9732/10000 (97.32%), error:      1058.23608, best error:       958.93762 on epoch:    69, 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: 25.6046943665s, input_fired_time: 0.4120314419, output_fired_time: 0.0000000000, propagate_forward_time: 23.7273502350, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4653129578
best training[          , genome  5745] predictions:   49281/  50000 (98.56%), best:    9732/10000 (97.32%), error:      2615.57593, best error:       958.93762 on epoch:    69, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 4.9267830849s, input_fired_time: 0.0788022280, output_fired_time: 0.0000000000, propagate_forward_time: 4.5587863922, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2891945839
   testing[          , genome  5745] predictions:    9754/  10000 (97.54%), best:    9732/10000 (97.32%), error:       827.88684, best error:       958.93762 on epoch:    69, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
23:20:01 (4312): called boinc_finish(0)

</stderr_txt>
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