Nameexact_genome_1512568488_43_6969_1
Workunit2606155
Created7 Dec 2017, 23:01:27 UTC
Sent7 Dec 2017, 23:08:28 UTC
Report deadline26 Dec 2017, 0:45:09 UTC
Received9 Dec 2017, 13:44:06 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57938
Run time9 hours 59 min 29 sec
CPU time9 hours 54 min 57 sec
Validate stateValid
Credit4,516.79
Device peak FLOPS2.90 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size155.97 MB
Peak swap size160.80 MB
Peak disk usage2.72 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
6, weight_decay: 0.0002438374

epoch time: 327.9839782715s, input_fired_time: 2.8271830082, output_fired_time: 2.8856625557, propagate_forward_time: 124.6222457886, propagate_backward_time: 193.4138488770, weight_update_time: 0.3087127209, other_time: 4.2350463867
epoch time: 25.8329010010s, input_fired_time: 0.3553605676, output_fired_time: 0.0000000000, propagate_forward_time: 24.7171249390, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7604160309
validation[          , genome  6969] predictions:    9771/  10000 (97.71%), best:    9771/10000 (97.71%), error:       726.59149, best error:       726.59149 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 329.7230224609s, input_fired_time: 2.8339002132, output_fired_time: 2.8926784992, propagate_forward_time: 125.4703598022, propagate_backward_time: 194.3096313477, weight_update_time: 0.3152763844, other_time: 4.2164611816
epoch time: 24.7203197479s, input_fired_time: 0.3453145623, output_fired_time: 0.0000000000, propagate_forward_time: 23.6042976379, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7707080841
validation[          , genome  6969] predictions:    9744/  10000 (97.44%), best:    9771/10000 (97.71%), error:       793.38147, best error:       726.59149 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 329.4334716797s, input_fired_time: 2.8462629318, output_fired_time: 2.9075407982, propagate_forward_time: 125.0996932983, propagate_backward_time: 194.2850341797, weight_update_time: 0.3136834204, other_time: 4.2949523926
epoch time: 26.5867214203s, input_fired_time: 0.3674418628, output_fired_time: 0.0000000000, propagate_forward_time: 25.4482536316, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7710266113
validation[          , genome  6969] predictions:    9755/  10000 (97.55%), best:    9771/10000 (97.71%), error:       762.81738, best error:       726.59149 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 324.9396362305s, input_fired_time: 2.8141396046, output_fired_time: 2.8729343414, propagate_forward_time: 122.7029724121, propagate_backward_time: 192.1990966797, weight_update_time: 0.3127429783, other_time: 4.3504943848
epoch time: 26.1331577301s, input_fired_time: 0.3548232019, output_fired_time: 0.0000000000, propagate_forward_time: 25.0242252350, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7541084290
validation[          , genome  6969] predictions:    9759/  10000 (97.59%), best:    9771/10000 (97.71%), error:       820.14166, best error:       726.59149 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 325.9986572266s, input_fired_time: 2.8186864853, output_fired_time: 2.8755376339, propagate_forward_time: 123.5151672363, propagate_backward_time: 192.5273742676, weight_update_time: 0.3097504079, other_time: 4.2618713379
epoch time: 26.2694759369s, input_fired_time: 0.3550844193, output_fired_time: 0.0000000000, propagate_forward_time: 25.1608886719, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7535018921
validation[          , genome  6969] predictions:    9684/  10000 (96.84%), best:    9771/10000 (97.71%), error:      1101.35291, best error:       726.59149 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 327.2446899414s, input_fired_time: 2.8274955750, output_fired_time: 2.8757774830, propagate_forward_time: 124.2926406860, propagate_backward_time: 193.0010223389, weight_update_time: 0.3117825389, other_time: 4.2477874756
epoch time: 26.3725643158s, input_fired_time: 0.3538851142, output_fired_time: 0.0000000000, propagate_forward_time: 25.2727603912, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7459182739
validation[          , genome  6969] predictions:    9723/  10000 (97.23%), best:    9771/10000 (97.71%), error:       913.69733, best error:       726.59149 on epoch:    15, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 326.8574523926s, input_fired_time: 2.8330175877, output_fired_time: 2.8834018707, propagate_forward_time: 123.8824081421, propagate_backward_time: 192.9711456299, weight_update_time: 0.3121057749, other_time: 4.2874908447
epoch time: 26.2738609314s, input_fired_time: 0.3564586043, output_fired_time: 0.0000000000, propagate_forward_time: 25.1747055054, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7426967621
validation[          , genome  6969] predictions:    9740/  10000 (97.40%), best:    9771/10000 (97.71%), error:       797.80103, best error:       726.59149 on epoch:    15, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 325.8797607422s, input_fired_time: 2.8341026306, output_fired_time: 2.8756330013, propagate_forward_time: 123.1939926147, propagate_backward_time: 192.6901245117, weight_update_time: 0.3116927445, other_time: 4.2858886719
epoch time: 26.5582332611s, input_fired_time: 0.3571209013, output_fired_time: 0.0000000000, propagate_forward_time: 25.4557209015, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7453918457
validation[          , genome  6969] predictions:    9711/  10000 (97.11%), best:    9771/10000 (97.71%), error:       947.52625, best error:       726.59149 on epoch:    15, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 326.9099426270s, input_fired_time: 2.8137648106, output_fired_time: 2.8706662655, propagate_forward_time: 124.0866088867, propagate_backward_time: 192.9113922119, weight_update_time: 0.3129903674, other_time: 4.2275238037
epoch time: 26.1647243500s, input_fired_time: 0.3533681929, output_fired_time: 0.0000000000, propagate_forward_time: 25.0354270935, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7759284973
validation[          , genome  6969] predictions:    9774/  10000 (97.74%), best:    9771/10000 (97.71%), error:       762.01099, best error:       726.59149 on epoch:    15, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 324.3884582520s, input_fired_time: 2.8214764595, output_fired_time: 2.8697388172, propagate_forward_time: 122.6285095215, propagate_backward_time: 191.7453308105, weight_update_time: 0.3105900884, other_time: 4.3233947754
epoch time: 26.0946636200s, input_fired_time: 0.3543081284, output_fired_time: 0.0000000000, propagate_forward_time: 24.9852790833, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7550773621
validation[          , genome  6969] predictions:    9750/  10000 (97.50%), best:    9771/10000 (97.71%), error:       844.26965, best error:       726.59149 on epoch:    15, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 325.0653991699s, input_fired_time: 2.8274135590, output_fired_time: 2.8771126270, propagate_forward_time: 123.1983184814, propagate_backward_time: 191.8568878174, weight_update_time: 0.3109648526, other_time: 4.3056640625
epoch time: 25.2376976013s, input_fired_time: 0.3497426808, output_fired_time: 0.0000000000, propagate_forward_time: 24.1171302795, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7708244324
validation[          , genome  6969] predictions:    9809/  10000 (98.09%), best:    9809/10000 (98.09%), error:       643.77734, best error:       643.77734 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 326.5349426270s, input_fired_time: 2.8337192535, output_fired_time: 2.8723816872, propagate_forward_time: 123.7836456299, propagate_backward_time: 192.7524108887, weight_update_time: 0.3141070902, other_time: 4.2928009033
epoch time: 26.3004570007s, input_fired_time: 0.3599096239, output_fired_time: 0.0000000000, propagate_forward_time: 25.1849956512, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7555522919
validation[          , genome  6969] predictions:    9714/  10000 (97.14%), best:    9809/10000 (98.09%), error:       958.77692, best error:       643.77734 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 328.3704833984s, input_fired_time: 2.8600790501, output_fired_time: 2.8897840977, propagate_forward_time: 124.6369628906, propagate_backward_time: 193.6382446289, weight_update_time: 0.3136785328, other_time: 4.3454284668
epoch time: 25.7243270874s, input_fired_time: 0.3469177783, output_fired_time: 0.0000000000, propagate_forward_time: 24.6506233215, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7267856598
validation[          , genome  6969] predictions:    9776/  10000 (97.76%), best:    9809/10000 (98.09%), error:       736.77881, best error:       643.77734 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 326.5047912598s, input_fired_time: 2.8271641731, output_fired_time: 2.8841412067, propagate_forward_time: 124.1268997192, propagate_backward_time: 192.4291229248, weight_update_time: 0.3124502003, other_time: 4.2374420166
epoch time: 26.3348026276s, input_fired_time: 0.3518671691, output_fired_time: 0.0000000000, propagate_forward_time: 25.2513103485, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7316246033
validation[          , genome  6969] predictions:    9769/  10000 (97.69%), best:    9809/10000 (98.09%), error:       758.12915, best error:       643.77734 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 327.1030578613s, input_fired_time: 2.8478698730, output_fired_time: 2.8805716038, propagate_forward_time: 124.0409851074, propagate_backward_time: 193.0156250000, weight_update_time: 0.3173727393, other_time: 4.3179931641
epoch time: 25.9705390930s, input_fired_time: 0.3551739752, output_fired_time: 0.0000000000, propagate_forward_time: 24.8552303314, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7601356506
validation[          , genome  6969] predictions:    9738/  10000 (97.38%), best:    9809/10000 (98.09%), error:       888.84650, best error:       643.77734 on epoch:    25, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 328.5366821289s, input_fired_time: 2.8501906395, output_fired_time: 2.8961763382, propagate_forward_time: 124.8182296753, propagate_backward_time: 193.6629333496, weight_update_time: 0.3166862726, other_time: 4.3091430664
epoch time: 26.1996936798s, input_fired_time: 0.3581372201, output_fired_time: 0.0000000000, propagate_forward_time: 25.0922088623, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7493476868
validation[          , genome  6969] predictions:    9789/  10000 (97.89%), best:    9809/10000 (98.09%), error:       691.66064, best error:       643.77734 on epoch:    25, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 321.6605224609s, input_fired_time: 2.8232364655, output_fired_time: 2.8452584743, propagate_forward_time: 121.4975204468, propagate_backward_time: 190.1603393555, weight_update_time: 0.3105193675, other_time: 4.3341674805
epoch time: 26.4089069366s, input_fired_time: 0.3601292372, output_fired_time: 0.0000000000, propagate_forward_time: 25.3016700745, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7471084595
validation[          , genome  6969] predictions:    9797/  10000 (97.97%), best:    9809/10000 (98.09%), error:       667.08673, best error:       643.77734 on epoch:    25, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 326.8696594238s, input_fired_time: 2.8517591953, output_fired_time: 2.8868980408, propagate_forward_time: 124.0069198608, propagate_backward_time: 192.8417968750, weight_update_time: 0.3139802516, other_time: 4.2822875977
epoch time: 25.7654819489s, input_fired_time: 0.3531490564, output_fired_time: 0.0000000000, propagate_forward_time: 24.6579208374, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7544116974
validation[          , genome  6969] predictions:    9776/  10000 (97.76%), best:    9809/10000 (98.09%), error:       699.06873, best error:       643.77734 on epoch:    25, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 326.2777099609s, input_fired_time: 2.8469700813, output_fired_time: 2.8851411343, propagate_forward_time: 123.4681854248, propagate_backward_time: 192.6576843262, weight_update_time: 0.3187300563, other_time: 4.4197235107
epoch time: 25.8304519653s, input_fired_time: 0.3578506112, output_fired_time: 0.0000000000, propagate_forward_time: 24.7011623383, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7714385986
validation[          , genome  6969] predictions:    9771/  10000 (97.71%), best:    9809/10000 (98.09%), error:       771.81897, best error:       643.77734 on epoch:    25, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 327.6451416016s, input_fired_time: 2.8507654667, output_fired_time: 2.8723585606, propagate_forward_time: 124.5644302368, propagate_backward_time: 193.1046600342, weight_update_time: 0.3128283918, other_time: 4.2529449463
epoch time: 26.3100204468s, input_fired_time: 0.3587929010, output_fired_time: 0.0000000000, propagate_forward_time: 25.2136268616, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7376003265
validation[          , genome  6969] predictions:    9775/  10000 (97.75%), best:    9809/10000 (98.09%), error:       714.47534, best error:       643.77734 on epoch:    25, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 326.4159851074s, input_fired_time: 2.8444933891, output_fired_time: 2.8783016205, propagate_forward_time: 123.5282974243, propagate_backward_time: 192.8694305420, weight_update_time: 0.3129145205, other_time: 4.2954864502
epoch time: 25.2319087982s, input_fired_time: 0.3469422758, output_fired_time: 0.0000000000, propagate_forward_time: 24.1330871582, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7518787384
validation[          , genome  6969] predictions:    9735/  10000 (97.35%), best:    9809/10000 (98.09%), error:       837.15710, best error:       643.77734 on epoch:    25, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 325.7163391113s, input_fired_time: 2.8417346478, output_fired_time: 2.8735160828, propagate_forward_time: 123.4984359741, propagate_backward_time: 192.2002105713, weight_update_time: 0.3111979663, other_time: 4.3024444580
epoch time: 25.9652442932s, input_fired_time: 0.3518171608, output_fired_time: 0.0000000000, propagate_forward_time: 24.8745174408, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7389087677
validation[          , genome  6969] predictions:    9795/  10000 (97.95%), best:    9809/10000 (98.09%), error:       666.57135, best error:       643.77734 on epoch:    25, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 329.1919250488s, input_fired_time: 2.8665704727, output_fired_time: 2.9035530090, propagate_forward_time: 125.2459259033, propagate_backward_time: 193.8617858887, weight_update_time: 0.3162204027, other_time: 4.3140716553
epoch time: 25.0903072357s, input_fired_time: 0.3543419242, output_fired_time: 0.0000000000, propagate_forward_time: 23.9685592651, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7674064636
validation[          , genome  6969] predictions:    9703/  10000 (97.03%), best:    9809/10000 (98.09%), error:       905.41956, best error:       643.77734 on epoch:    25, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 327.9208679199s, input_fired_time: 2.8695857525, output_fired_time: 2.8971712589, propagate_forward_time: 124.2641448975, propagate_backward_time: 193.5205383301, weight_update_time: 0.3162964880, other_time: 4.3694000244
epoch time: 26.0425567627s, input_fired_time: 0.3554151058, output_fired_time: 0.0000000000, propagate_forward_time: 24.9452152252, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7419261932
validation[          , genome  6969] predictions:    9772/  10000 (97.72%), best:    9809/10000 (98.09%), error:       701.92462, best error:       643.77734 on epoch:    25, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 325.6429138184s, input_fired_time: 2.8606081009, output_fired_time: 2.8934922218, propagate_forward_time: 123.0021438599, propagate_backward_time: 192.4966735840, weight_update_time: 0.3147068620, other_time: 4.3900146484
epoch time: 26.1849632263s, input_fired_time: 0.3584607542, output_fired_time: 0.0000000000, propagate_forward_time: 25.0668964386, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7596054077
validation[          , genome  6969] predictions:    9727/  10000 (97.27%), best:    9809/10000 (98.09%), error:       800.86493, best error:       643.77734 on epoch:    25, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 325.3562927246s, input_fired_time: 2.8560376167, output_fired_time: 2.8866572380, propagate_forward_time: 123.3219528198, propagate_backward_time: 191.9803619385, weight_update_time: 0.3127941191, other_time: 4.3112640381
epoch time: 25.0359878540s, input_fired_time: 0.3541350067, output_fired_time: 0.0000000000, propagate_forward_time: 23.9054756165, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7763767242
validation[          , genome  6969] predictions:    9790/  10000 (97.90%), best:    9809/10000 (98.09%), error:       691.34723, best error:       643.77734 on epoch:    25, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 329.5528564453s, input_fired_time: 2.8762438297, output_fired_time: 2.8955202103, propagate_forward_time: 125.3695831299, propagate_backward_time: 194.0509338379, weight_update_time: 0.3195887804, other_time: 4.3605804443
epoch time: 26.2990398407s, input_fired_time: 0.3580662608, output_fired_time: 0.0000000000, propagate_forward_time: 25.1850738525, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7558994293
validation[          , genome  6969] predictions:    9720/  10000 (97.20%), best:    9809/10000 (98.09%), error:       860.94653, best error:       643.77734 on epoch:    25, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 326.1319274902s, input_fired_time: 2.8554348946, output_fired_time: 2.8919351101, propagate_forward_time: 123.2907028198, propagate_backward_time: 192.7360992432, weight_update_time: 0.3141538799, other_time: 4.3577423096
epoch time: 26.4190750122s, input_fired_time: 0.3614812195, output_fired_time: 0.0000000000, propagate_forward_time: 25.2903575897, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7672367096
validation[          , genome  6969] predictions:    9769/  10000 (97.69%), best:    9809/10000 (98.09%), error:       707.86572, best error:       643.77734 on epoch:    25, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 325.7554626465s, input_fired_time: 2.8485457897, output_fired_time: 2.8796093464, propagate_forward_time: 123.0488281250, propagate_backward_time: 192.6274414063, weight_update_time: 0.3120204806, other_time: 4.3510437012
epoch time: 26.3703422546s, input_fired_time: 0.3666357994, output_fired_time: 0.0000000000, propagate_forward_time: 25.2174568176, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7862491608
validation[          , genome  6969] predictions:    9807/  10000 (98.07%), best:    9807/10000 (98.07%), error:       633.04370, best error:       633.04370 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 323.6155395508s, input_fired_time: 2.8396987915, output_fired_time: 2.8742859364, propagate_forward_time: 121.9685134888, propagate_backward_time: 191.5473327637, weight_update_time: 0.3104716241, other_time: 4.3857116699
epoch time: 26.0410194397s, input_fired_time: 0.3552744389, output_fired_time: 0.0000000000, propagate_forward_time: 24.9425678253, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7431774139
validation[          , genome  6969] predictions:    9771/  10000 (97.71%), best:    9807/10000 (98.07%), error:       736.53821, best error:       633.04370 on epoch:    43, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 327.7210083008s, input_fired_time: 2.8538515568, output_fired_time: 2.8817336559, propagate_forward_time: 124.4167175293, propagate_backward_time: 193.2948150635, weight_update_time: 0.3130176067, other_time: 4.2738800049
epoch time: 23.7208766937s, input_fired_time: 0.3532164097, output_fired_time: 0.0000000000, propagate_forward_time: 22.5624580383, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8052024841
validation[          , genome  6969] predictions:    9811/  10000 (98.11%), best:    9811/10000 (98.11%), error:       631.24866, best error:       631.24866 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 325.9339294434s, input_fired_time: 2.8612034321, output_fired_time: 2.8787193298, propagate_forward_time: 123.6154403687, propagate_backward_time: 192.2466735840, weight_update_time: 0.3166283071, other_time: 4.3318786621
epoch time: 24.2997379303s, input_fired_time: 0.3549522460, output_fired_time: 0.0000000000, propagate_forward_time: 23.1261425018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8186435699
validation[          , genome  6969] predictions:    9790/  10000 (97.90%), best:    9811/10000 (98.11%), error:       706.16455, best error:       631.24866 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 325.0746459961s, input_fired_time: 2.8606348038, output_fired_time: 2.8896386623, propagate_forward_time: 122.7471847534, propagate_backward_time: 192.1609191895, weight_update_time: 0.3148019910, other_time: 4.4162597656
epoch time: 24.2220573425s, input_fired_time: 0.3635802567, output_fired_time: 0.0000000000, propagate_forward_time: 22.9854373932, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8730392456
validation[          , genome  6969] predictions:    9749/  10000 (97.49%), best:    9811/10000 (98.11%), error:       824.27313, best error:       631.24866 on epoch:    45, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 327.2745361328s, input_fired_time: 2.8507330418, output_fired_time: 2.8865542412, propagate_forward_time: 124.1701202393, propagate_backward_time: 193.0940093994, weight_update_time: 0.3126457930, other_time: 4.2731018066
epoch time: 26.1889915466s, input_fired_time: 0.3602688611, output_fired_time: 0.0000000000, propagate_forward_time: 25.0658893585, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7628326416
validation[          , genome  6969] predictions:    9788/  10000 (97.88%), best:    9811/10000 (98.11%), error:       668.31628, best error:       631.24866 on epoch:    45, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 326.9265136719s, input_fired_time: 2.8497254848, output_fired_time: 2.8859665394, propagate_forward_time: 124.0650863647, propagate_backward_time: 192.8452453613, weight_update_time: 0.3115174472, other_time: 4.2804870605
epoch time: 25.7096157074s, input_fired_time: 0.3625399470, output_fired_time: 0.0000000000, propagate_forward_time: 24.5675468445, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7795295715
validation[          , genome  6969] predictions:    9775/  10000 (97.75%), best:    9811/10000 (98.11%), error:       729.97510, best error:       631.24866 on epoch:    45, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 327.8259277344s, input_fired_time: 2.8484938145, output_fired_time: 2.8784108162, propagate_forward_time: 124.3743362427, propagate_backward_time: 193.4729156494, weight_update_time: 0.3121263087, other_time: 4.2517852783
epoch time: 26.5893859863s, input_fired_time: 0.3625234067, output_fired_time: 0.0000000000, propagate_forward_time: 25.4665603638, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7603015900
validation[          , genome  6969] predictions:    9755/  10000 (97.55%), best:    9811/10000 (98.11%), error:       762.79968, best error:       631.24866 on epoch:    45, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 325.9019165039s, input_fired_time: 2.8444485664, output_fired_time: 2.8792760372, propagate_forward_time: 123.2195587158, propagate_backward_time: 192.6246490479, weight_update_time: 0.3163204491, other_time: 4.3339843750
epoch time: 26.0143451691s, input_fired_time: 0.3589941561, output_fired_time: 0.0000000000, propagate_forward_time: 24.9067821503, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7485694885
validation[          , genome  6969] predictions:    9787/  10000 (97.87%), best:    9811/10000 (98.11%), error:       724.74481, best error:       631.24866 on epoch:    45, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 329.2286376953s, input_fired_time: 2.8548519611, output_fired_time: 2.8911559582, propagate_forward_time: 125.2376098633, propagate_backward_time: 194.0013427734, weight_update_time: 0.3122096360, other_time: 4.2436828613
epoch time: 25.8379955292s, input_fired_time: 0.3561894000, output_fired_time: 0.0000000000, propagate_forward_time: 24.7322006226, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7496051788
validation[          , genome  6969] predictions:    9734/  10000 (97.34%), best:    9811/10000 (98.11%), error:       876.33752, best error:       631.24866 on epoch:    45, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 328.4518127441s, input_fired_time: 2.8684835434, output_fired_time: 2.8890779018, propagate_forward_time: 124.6758041382, propagate_backward_time: 193.7335205078, weight_update_time: 0.3120556772, other_time: 4.2849426270
epoch time: 26.0587825775s, input_fired_time: 0.3554663956, output_fired_time: 0.0000000000, propagate_forward_time: 24.9652252197, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7380905151
validation[          , genome  6969] predictions:    9797/  10000 (97.97%), best:    9811/10000 (98.11%), error:       673.19318, best error:       631.24866 on epoch:    45, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 327.6797180176s, input_fired_time: 2.8508050442, output_fired_time: 2.8680865765, propagate_forward_time: 124.7406997681, propagate_backward_time: 193.0282287598, weight_update_time: 0.3081727326, other_time: 4.1919250488
epoch time: 25.6441326141s, input_fired_time: 0.3599341512, output_fired_time: 0.0000000000, propagate_forward_time: 24.5350685120, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7491302490
validation[          , genome  6969] predictions:    9793/  10000 (97.93%), best:    9811/10000 (98.11%), error:       669.92236, best error:       631.24866 on epoch:    45, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 325.5307312012s, input_fired_time: 2.8509850502, output_fired_time: 2.8760092258, propagate_forward_time: 123.1350326538, propagate_backward_time: 192.3351593018, weight_update_time: 0.3118013442, other_time: 4.3335418701
epoch time: 26.3666458130s, input_fired_time: 0.3574756980, output_fired_time: 0.0000000000, propagate_forward_time: 25.2629108429, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7462596893
validation[          , genome  6969] predictions:    9785/  10000 (97.85%), best:    9811/10000 (98.11%), error:       668.61133, best error:       631.24866 on epoch:    45, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 328.4458007813s, input_fired_time: 2.8799045086, output_fired_time: 2.8930568695, propagate_forward_time: 124.6968612671, propagate_backward_time: 193.6570281982, weight_update_time: 0.3140306175, other_time: 4.3189239502
epoch time: 26.2517108917s, input_fired_time: 0.3597748280, output_fired_time: 0.0000000000, propagate_forward_time: 25.1349010468, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7570343018
validation[          , genome  6969] predictions:    9789/  10000 (97.89%), best:    9811/10000 (98.11%), error:       654.02515, best error:       631.24866 on epoch:    45, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 327.4548339844s, input_fired_time: 2.8858807087, output_fired_time: 2.8961873055, propagate_forward_time: 123.9535980225, propagate_backward_time: 193.4094238281, weight_update_time: 0.3147324026, other_time: 4.3097381592
epoch time: 27.0213031769s, input_fired_time: 0.3739601672, output_fired_time: 0.0000000000, propagate_forward_time: 25.8649597168, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7823829651
validation[          , genome  6969] predictions:    9804/  10000 (98.04%), best:    9804/10000 (98.04%), error:       629.38660, best error:       629.38660 on epoch:    57, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 326.2640380859s, input_fired_time: 2.8718061447, output_fired_time: 2.8998432159, propagate_forward_time: 123.3653640747, propagate_backward_time: 192.7262420654, weight_update_time: 0.3160486221, other_time: 4.4008026123
epoch time: 26.5760650635s, input_fired_time: 0.3660985231, output_fired_time: 0.0000000000, propagate_forward_time: 25.4536781311, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7562885284
validation[          , genome  6969] predictions:    9777/  10000 (97.77%), best:    9804/10000 (98.04%), error:       753.60699, best error:       629.38660 on epoch:    57, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 327.4805908203s, input_fired_time: 2.8837280273, output_fired_time: 2.8936021328, propagate_forward_time: 123.9636993408, propagate_backward_time: 193.3838653564, weight_update_time: 0.3181771636, other_time: 4.3556823730
epoch time: 26.3691082001s, input_fired_time: 0.3633182049, output_fired_time: 0.0000000000, propagate_forward_time: 25.2496376038, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7561531067
validation[          , genome  6969] predictions:    9812/  10000 (98.12%), best:    9812/10000 (98.12%), error:       626.16541, best error:       626.16541 on epoch:    59, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 328.8668823242s, input_fired_time: 2.8731379509, output_fired_time: 2.8925986290, propagate_forward_time: 124.8249130249, propagate_backward_time: 193.9491424561, weight_update_time: 0.3163180649, other_time: 4.3270721436
epoch time: 26.4441547394s, input_fired_time: 0.3619658053, output_fired_time: 0.0000000000, propagate_forward_time: 25.3375167847, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7446727753
validation[          , genome  6969] predictions:    9769/  10000 (97.69%), best:    9812/10000 (98.12%), error:       770.67151, best error:       626.16541 on epoch:    59, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 325.1017761230s, input_fired_time: 2.8534576893, output_fired_time: 2.8733797073, propagate_forward_time: 123.0437545776, propagate_backward_time: 191.9958953857, weight_update_time: 0.3139046431, other_time: 4.3352813721
epoch time: 26.4545288086s, input_fired_time: 0.3717243373, output_fired_time: 0.0000000000, propagate_forward_time: 25.3153686523, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7674350739
validation[          , genome  6969] predictions:    9814/  10000 (98.14%), best:    9814/10000 (98.14%), error:       605.50336, best error:       605.50336 on epoch:    61, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 327.3257141113s, input_fired_time: 2.8726849556, output_fired_time: 2.8908681870, propagate_forward_time: 124.0588989258, propagate_backward_time: 193.1425323486, weight_update_time: 0.3185836375, other_time: 4.3607330322
epoch time: 23.2424430847s, input_fired_time: 0.3542094827, output_fired_time: 0.0000000000, propagate_forward_time: 22.0730590820, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8151741028
validation[          , genome  6969] predictions:    9782/  10000 (97.82%), best:    9814/10000 (98.14%), error:       675.69354, best error:       605.50336 on epoch:    61, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 329.3333435059s, input_fired_time: 2.8729875088, output_fired_time: 2.9007065296, propagate_forward_time: 125.1900177002, propagate_backward_time: 194.0616149902, weight_update_time: 0.3201641738, other_time: 4.3080291748
epoch time: 26.5744209290s, input_fired_time: 0.3705090582, output_fired_time: 0.0000000000, propagate_forward_time: 25.4515914917, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7523212433
validation[          , genome  6969] predictions:    9793/  10000 (97.93%), best:    9814/10000 (98.14%), error:       734.84021, best error:       605.50336 on epoch:    61, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 324.4988098145s, input_fired_time: 2.8646993637, output_fired_time: 2.8674559593, propagate_forward_time: 123.0093841553, propagate_backward_time: 191.4617462158, weight_update_time: 0.3145315349, other_time: 4.2955322266
epoch time: 26.3502426147s, input_fired_time: 0.3596881032, output_fired_time: 0.0000000000, propagate_forward_time: 25.2369422913, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7536125183
validation[          , genome  6969] predictions:    9778/  10000 (97.78%), best:    9814/10000 (98.14%), error:       704.40887, best error:       605.50336 on epoch:    61, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 328.9805908203s, input_fired_time: 2.8899040222, output_fired_time: 2.8936355114, propagate_forward_time: 124.9866638184, propagate_backward_time: 193.9711151123, weight_update_time: 0.3111590743, other_time: 4.2392730713
epoch time: 25.0316486359s, input_fired_time: 0.3563313186, output_fired_time: 0.0000000000, propagate_forward_time: 23.9062328339, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7690849304
validation[          , genome  6969] predictions:    9796/  10000 (97.96%), best:    9814/10000 (98.14%), error:       694.27899, best error:       605.50336 on epoch:    61, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 324.7737121582s, input_fired_time: 2.8697748184, output_fired_time: 2.8908822536, propagate_forward_time: 122.5367584229, propagate_backward_time: 192.0594787598, weight_update_time: 0.3187713027, other_time: 4.4168243408
epoch time: 26.7117271423s, input_fired_time: 0.3706907332, output_fired_time: 0.0000000000, propagate_forward_time: 25.5750904083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7659454346
validation[          , genome  6969] predictions:    9805/  10000 (98.05%), best:    9814/10000 (98.14%), error:       631.23273, best error:       605.50336 on epoch:    61, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 328.4005432129s, input_fired_time: 2.8831481934, output_fired_time: 2.8830280304, propagate_forward_time: 124.9466400146, propagate_backward_time: 193.3922729492, weight_update_time: 0.3166936040, other_time: 4.2954559326
epoch time: 26.3731880188s, input_fired_time: 0.3632142246, output_fired_time: 0.0000000000, propagate_forward_time: 25.2618637085, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7481098175
validation[          , genome  6969] predictions:    9810/  10000 (98.10%), best:    9814/10000 (98.14%), error:       617.49866, best error:       605.50336 on epoch:    61, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 327.0834045410s, input_fired_time: 2.8621485233, output_fired_time: 2.8841607571, propagate_forward_time: 124.1418991089, propagate_backward_time: 192.9252624512, weight_update_time: 0.3129158616, other_time: 4.2699279785
epoch time: 26.2515258789s, input_fired_time: 0.3585380912, output_fired_time: 0.0000000000, propagate_forward_time: 25.1596050262, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7333831787
validation[          , genome  6969] predictions:    9796/  10000 (97.96%), best:    9814/10000 (98.14%), error:       649.97662, best error:       605.50336 on epoch:    61, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 328.2998962402s, input_fired_time: 2.8720357418, output_fired_time: 2.8745934963, propagate_forward_time: 125.0671997070, propagate_backward_time: 193.2460479736, weight_update_time: 0.3145172596, other_time: 4.2400054932
epoch time: 26.0384235382s, input_fired_time: 0.3609499037, output_fired_time: 0.0000000000, propagate_forward_time: 24.9310588837, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7464141846
validation[          , genome  6969] predictions:    9806/  10000 (98.06%), best:    9806/10000 (98.06%), error:       601.32147, best error:       601.32147 on epoch:    69, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 326.9425659180s, input_fired_time: 2.8837907314, output_fired_time: 2.8924293518, propagate_forward_time: 123.9394836426, propagate_backward_time: 192.8997497559, weight_update_time: 0.3156892359, other_time: 4.3271179199
epoch time: 27.0219154358s, input_fired_time: 0.3717632592, output_fired_time: 0.0000000000, propagate_forward_time: 25.8953704834, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7547817230
validation[          , genome  6969] predictions:    9761/  10000 (97.61%), best:    9806/10000 (98.06%), error:       798.39850, best error:       601.32147 on epoch:    69, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 327.2893676758s, input_fired_time: 2.8770167828, output_fired_time: 2.8846986294, propagate_forward_time: 124.3416213989, propagate_backward_time: 192.8892974854, weight_update_time: 0.3130862117, other_time: 4.2967376709
epoch time: 24.6824054718s, input_fired_time: 0.3562754989, output_fired_time: 0.0000000000, propagate_forward_time: 23.5278530121, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7982769012
validation[          , genome  6969] predictions:    9798/  10000 (97.98%), best:    9806/10000 (98.06%), error:       661.27002, best error:       601.32147 on epoch:    69, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 329.6743469238s, input_fired_time: 2.8859426975, output_fired_time: 2.8878679276, propagate_forward_time: 125.4805068970, propagate_backward_time: 194.1381378174, weight_update_time: 0.3162919581, other_time: 4.2818756104
epoch time: 25.9221324921s, input_fired_time: 0.3619363904, output_fired_time: 0.0000000000, propagate_forward_time: 24.7989673615, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7612285614
validation[          , genome  6969] predictions:    9789/  10000 (97.89%), best:    9806/10000 (98.06%), error:       676.28864, best error:       601.32147 on epoch:    69, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 329.1766357422s, input_fired_time: 2.8916964531, output_fired_time: 2.8978579044, propagate_forward_time: 124.9446487427, propagate_backward_time: 194.1706085205, weight_update_time: 0.3137772083, other_time: 4.2718353271
epoch time: 25.7116413116s, input_fired_time: 0.3597314954, output_fired_time: 0.0000000000, propagate_forward_time: 24.5925674438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7593421936
validation[          , genome  6969] predictions:    9788/  10000 (97.88%), best:    9806/10000 (98.06%), error:       683.68195, best error:       601.32147 on epoch:    69, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 325.9071960449s, input_fired_time: 2.8720591068, output_fired_time: 2.8882954121, propagate_forward_time: 123.2676391602, propagate_backward_time: 192.5286560059, weight_update_time: 0.3171678483, other_time: 4.3505249023
epoch time: 25.7264118195s, input_fired_time: 0.3617783189, output_fired_time: 0.0000000000, propagate_forward_time: 24.5963878632, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7682456970
validation[          , genome  6969] predictions:    9801/  10000 (98.01%), best:    9806/10000 (98.06%), error:       642.76062, best error:       601.32147 on epoch:    69, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 327.3946228027s, input_fired_time: 2.8872084618, output_fired_time: 2.8900856972, propagate_forward_time: 124.2832717896, propagate_backward_time: 192.9824218750, weight_update_time: 0.3178329766, other_time: 4.3516540527
epoch time: 26.0410327911s, input_fired_time: 0.3607501686, output_fired_time: 0.0000000000, propagate_forward_time: 24.9245223999, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7557601929
validation[          , genome  6969] predictions:    9808/  10000 (98.08%), best:    9806/10000 (98.06%), error:       646.34619, best error:       601.32147 on epoch:    69, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 330.9595336914s, input_fired_time: 2.9262661934, output_fired_time: 2.9033806324, propagate_forward_time: 125.8998947144, propagate_backward_time: 194.9453735352, weight_update_time: 0.3151947260, other_time: 4.2846069336
epoch time: 27.1080017090s, input_fired_time: 0.3727703094, output_fired_time: 0.0000000000, propagate_forward_time: 25.9625205994, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7727108002
validation[          , genome  6969] predictions:    9818/  10000 (98.18%), best:    9806/10000 (98.06%), error:       611.68469, best error:       601.32147 on epoch:    69, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 327.0178527832s, input_fired_time: 2.8884656429, output_fired_time: 2.9002554417, propagate_forward_time: 123.7195739746, propagate_backward_time: 193.2027282715, weight_update_time: 0.3143417537, other_time: 4.3068237305
epoch time: 25.2303028107s, input_fired_time: 0.3574261665, output_fired_time: 0.0000000000, propagate_forward_time: 24.1295661926, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7433109283
validation[          , genome  6969] predictions:    9787/  10000 (97.87%), best:    9806/10000 (98.06%), error:       671.38849, best error:       601.32147 on epoch:    69, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 326.0841064453s, input_fired_time: 2.8725407124, output_fired_time: 2.8720185757, propagate_forward_time: 123.6061477661, propagate_backward_time: 192.4356842041, weight_update_time: 0.3140638173, other_time: 4.2977447510
epoch time: 26.0199604034s, input_fired_time: 0.3605733216, output_fired_time: 0.0000000000, propagate_forward_time: 24.9140052795, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7453823090
validation[          , genome  6969] predictions:    9806/  10000 (98.06%), best:    9806/10000 (98.06%), error:       609.45343, best error:       601.32147 on epoch:    69, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 327.5246887207s, input_fired_time: 2.8817026615, output_fired_time: 2.8787143230, propagate_forward_time: 124.3641662598, propagate_backward_time: 193.1673431396, weight_update_time: 0.3143441379, other_time: 4.2327423096
epoch time: 26.3745555878s, input_fired_time: 0.3729152977, output_fired_time: 0.0000000000, propagate_forward_time: 25.2356662750, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7659740448
validation[          , genome  6969] predictions:    9814/  10000 (98.14%), best:    9814/10000 (98.14%), error:       582.87152, best error:       582.87152 on epoch:    79, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 323.7561645508s, input_fired_time: 2.8731069565, output_fired_time: 2.8620846272, propagate_forward_time: 122.3794708252, propagate_backward_time: 191.3765563965, weight_update_time: 0.3089443147, other_time: 4.2649383545
epoch time: 26.7341403961s, input_fired_time: 0.3724195063, output_fired_time: 0.0000000000, propagate_forward_time: 25.5887241364, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7729969025
validation[          , genome  6969] predictions:    9807/  10000 (98.07%), best:    9814/10000 (98.14%), error:       634.58130, best error:       582.87152 on epoch:    79, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 328.6419982910s, input_fired_time: 2.9076046944, output_fired_time: 2.8978466988, propagate_forward_time: 124.8668060303, propagate_backward_time: 193.6677551270, weight_update_time: 0.3146069944, other_time: 4.3019866943
epoch time: 26.4625511169s, input_fired_time: 0.3668920696, output_fired_time: 0.0000000000, propagate_forward_time: 25.3410892487, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7545700073
validation[          , genome  6969] predictions:    9817/  10000 (98.17%), best:    9814/10000 (98.14%), error:       600.99811, best error:       582.87152 on epoch:    79, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 328.1449584961s, input_fired_time: 2.8975546360, output_fired_time: 2.8988986015, propagate_forward_time: 124.4733047485, propagate_backward_time: 193.5206909180, weight_update_time: 0.3203051984, other_time: 4.3545227051
epoch time: 26.0913677216s, input_fired_time: 0.3652651012, output_fired_time: 0.0000000000, propagate_forward_time: 24.9569053650, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7691974640
validation[          , genome  6969] predictions:    9794/  10000 (97.94%), best:    9814/10000 (98.14%), error:       634.80597, best error:       582.87152 on epoch:    79, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 330.2987365723s, input_fired_time: 2.9057023525, output_fired_time: 2.9079122543, propagate_forward_time: 125.5802230835, propagate_backward_time: 194.6055145264, weight_update_time: 0.3159746826, other_time: 4.2993927002
epoch time: 26.4546604156s, input_fired_time: 0.3674236834, output_fired_time: 0.0000000000, propagate_forward_time: 25.3485260010, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7387104034
validation[          , genome  6969] predictions:    9811/  10000 (98.11%), best:    9814/10000 (98.14%), error:       595.56128, best error:       582.87152 on epoch:    79, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 326.9792175293s, input_fired_time: 2.9148204327, output_fired_time: 2.9002871513, propagate_forward_time: 123.6294403076, propagate_backward_time: 193.1860351563, weight_update_time: 0.3154798150, other_time: 4.3486175537
epoch time: 26.5005321503s, input_fired_time: 0.3658029437, output_fired_time: 0.0000000000, propagate_forward_time: 25.3701896667, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7645397186
validation[          , genome  6969] predictions:    9798/  10000 (97.98%), best:    9814/10000 (98.14%), error:       665.27594, best error:       582.87152 on epoch:    79, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 328.7854309082s, input_fired_time: 2.9010121822, output_fired_time: 2.8962662220, propagate_forward_time: 125.1671600342, propagate_backward_time: 193.5495452881, weight_update_time: 0.3149827421, other_time: 4.2714538574
epoch time: 26.2386169434s, input_fired_time: 0.3636221588, output_fired_time: 0.0000000000, propagate_forward_time: 25.1264915466, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7485027313
validation[          , genome  6969] predictions:    9809/  10000 (98.09%), best:    9814/10000 (98.14%), error:       596.67847, best error:       582.87152 on epoch:    79, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 326.5805358887s, input_fired_time: 2.8788356781, output_fired_time: 2.8853912354, propagate_forward_time: 123.5263214111, propagate_backward_time: 192.9198608398, weight_update_time: 0.3169452846, other_time: 4.3701019287
epoch time: 25.8306331635s, input_fired_time: 0.3619520664, output_fired_time: 0.0000000000, propagate_forward_time: 24.7137699127, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7549114227
validation[          , genome  6969] predictions:    9791/  10000 (97.91%), best:    9814/10000 (98.14%), error:       648.98218, best error:       582.87152 on epoch:    79, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 325.6663513184s, input_fired_time: 2.8821539879, output_fired_time: 2.8738167286, propagate_forward_time: 123.2488708496, propagate_backward_time: 192.3404693604, weight_update_time: 0.3111250997, other_time: 4.3210601807
epoch time: 26.2325229645s, input_fired_time: 0.3624210656, output_fired_time: 0.0000000000, propagate_forward_time: 25.1340484619, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7360534668
validation[          , genome  6969] predictions:    9818/  10000 (98.18%), best:    9814/10000 (98.14%), error:       595.60046, best error:       582.87152 on epoch:    79, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 325.4631958008s, input_fired_time: 2.9041469097, output_fired_time: 2.8851273060, propagate_forward_time: 122.8903045654, propagate_backward_time: 192.3622741699, weight_update_time: 0.3168525100, other_time: 4.4213409424
epoch time: 26.5182762146s, input_fired_time: 0.3691241145, output_fired_time: 0.0000000000, propagate_forward_time: 25.3844070435, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7647457123
validation[          , genome  6969] predictions:    9811/  10000 (98.11%), best:    9814/10000 (98.14%), error:       631.12970, best error:       582.87152 on epoch:    79, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 324.0924987793s, input_fired_time: 2.8713352680, output_fired_time: 2.8768200874, propagate_forward_time: 122.3072662354, propagate_backward_time: 191.6584167480, weight_update_time: 0.3158837557, other_time: 4.3786468506
epoch time: 26.1455593109s, input_fired_time: 0.3705314100, output_fired_time: 0.0000000000, propagate_forward_time: 25.0055198669, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7695083618
validation[          , genome  6969] predictions:    9830/  10000 (98.30%), best:    9814/10000 (98.14%), error:       583.39563, best error:       582.87152 on epoch:    79, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 327.1087036133s, input_fired_time: 2.8980474472, output_fired_time: 2.8695442677, propagate_forward_time: 124.1418609619, propagate_backward_time: 192.9353637695, weight_update_time: 0.3172134757, other_time: 4.2639007568
epoch time: 26.3273944855s, input_fired_time: 0.3715633750, output_fired_time: 0.0000000000, propagate_forward_time: 25.2027091980, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7531223297
validation[          , genome  6969] predictions:    9819/  10000 (98.19%), best:    9814/10000 (98.14%), error:       595.59985, best error:       582.87152 on epoch:    79, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 325.7387695313s, input_fired_time: 2.8898913860, output_fired_time: 2.8839638233, propagate_forward_time: 123.0677947998, propagate_backward_time: 192.5348205566, weight_update_time: 0.3132795691, other_time: 4.3622894287
epoch time: 26.3645572662s, input_fired_time: 0.3709192872, output_fired_time: 0.0000000000, propagate_forward_time: 25.2372360229, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7564010620
validation[          , genome  6969] predictions:    9811/  10000 (98.11%), best:    9814/10000 (98.14%), error:       588.09918, best error:       582.87152 on epoch:    79, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 328.0453491211s, input_fired_time: 2.9138216972, output_fired_time: 2.9041535854, propagate_forward_time: 124.3154373169, propagate_backward_time: 193.4951934814, weight_update_time: 0.3210009634, other_time: 4.4167633057
epoch time: 26.3702812195s, input_fired_time: 0.3805394769, output_fired_time: 0.0000000000, propagate_forward_time: 25.2162265778, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7735157013
validation[          , genome  6969] predictions:    9801/  10000 (98.01%), best:    9814/10000 (98.14%), error:       658.07965, best error:       582.87152 on epoch:    79, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 327.6268310547s, input_fired_time: 2.8855090141, output_fired_time: 2.8827247620, propagate_forward_time: 124.2851333618, propagate_backward_time: 193.2626647949, weight_update_time: 0.3186733425, other_time: 4.3108215332
epoch time: 26.3279666901s, input_fired_time: 0.3683822751, output_fired_time: 0.0000000000, propagate_forward_time: 25.2043743134, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7552108765
validation[          , genome  6969] predictions:    9801/  10000 (98.01%), best:    9814/10000 (98.14%), error:       661.55774, best error:       582.87152 on epoch:    79, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 326.8169555664s, input_fired_time: 2.8997504711, output_fired_time: 2.8871178627, propagate_forward_time: 123.7962951660, propagate_backward_time: 192.8768463135, weight_update_time: 0.3145740032, other_time: 4.3569488525
epoch time: 25.5861988068s, input_fired_time: 0.3638066053, output_fired_time: 0.0000000000, propagate_forward_time: 24.4638042450, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7585887909
validation[          , genome  6969] predictions:    9827/  10000 (98.27%), best:    9814/10000 (98.14%), error:       607.79327, best error:       582.87152 on epoch:    79, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 328.6021423340s, input_fired_time: 2.9079403877, output_fired_time: 2.8921139240, propagate_forward_time: 124.7643737793, propagate_backward_time: 193.7550048828, weight_update_time: 0.3122342825, other_time: 4.2827148438
epoch time: 23.9971218109s, input_fired_time: 0.3685532510, output_fired_time: 0.0000000000, propagate_forward_time: 22.7700920105, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8584766388
validation[          , genome  6969] predictions:    9803/  10000 (98.03%), best:    9814/10000 (98.14%), error:       678.73865, best error:       582.87152 on epoch:    79, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 327.2606811523s, input_fired_time: 2.9015264511, output_fired_time: 2.8912463188, propagate_forward_time: 123.9260025024, propagate_backward_time: 193.2261352539, weight_update_time: 0.3154232204, other_time: 4.3157958984
epoch time: 26.4696998596s, input_fired_time: 0.3699931502, output_fired_time: 0.0000000000, propagate_forward_time: 25.3390560150, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7606506348
validation[          , genome  6969] predictions:    9810/  10000 (98.10%), best:    9814/10000 (98.14%), error:       633.85144, best error:       582.87152 on epoch:    79, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 330.3315734863s, input_fired_time: 2.9322454929, output_fired_time: 2.9090580940, propagate_forward_time: 125.7174148560, propagate_backward_time: 194.4866027832, weight_update_time: 0.3176335394, other_time: 4.2862548828
epoch time: 25.5281066895s, input_fired_time: 0.3643738329, output_fired_time: 0.0000000000, propagate_forward_time: 24.3965053558, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7672271729
validation[          , genome  6969] predictions:    9804/  10000 (98.04%), best:    9814/10000 (98.14%), error:       642.00604, best error:       582.87152 on epoch:    79, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 327.1638793945s, input_fired_time: 2.9057002068, output_fired_time: 2.8827078342, propagate_forward_time: 124.1243515015, propagate_backward_time: 192.9490051270, weight_update_time: 0.3126117885, other_time: 4.3020935059
epoch time: 25.1545562744s, input_fired_time: 0.3605836034, output_fired_time: 0.0000000000, propagate_forward_time: 24.0413265228, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7526454926
validation[          , genome  6969] predictions:    9806/  10000 (98.06%), best:    9814/10000 (98.14%), error:       630.53491, best error:       582.87152 on epoch:    79, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 325.8054809570s, input_fired_time: 2.8991825581, output_fired_time: 2.8880896568, propagate_forward_time: 123.3166732788, propagate_backward_time: 192.3856353760, weight_update_time: 0.3157330751, other_time: 4.3159027100
epoch time: 25.9321994781s, input_fired_time: 0.3650808334, output_fired_time: 0.0000000000, propagate_forward_time: 24.7952232361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7718963623
validation[          , genome  6969] predictions:    9806/  10000 (98.06%), best:    9814/10000 (98.14%), error:       678.94067, best error:       582.87152 on epoch:    79, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 327.2387390137s, input_fired_time: 2.9077732563, output_fired_time: 2.8854711056, propagate_forward_time: 124.3203048706, propagate_backward_time: 192.8411865234, weight_update_time: 0.3134247661, other_time: 4.2839965820
epoch time: 26.3316097260s, input_fired_time: 0.3676892221, output_fired_time: 0.0000000000, propagate_forward_time: 25.2077064514, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7562141418
validation[          , genome  6969] predictions:    9798/  10000 (97.98%), best:    9814/10000 (98.14%), error:       664.84363, best error:       582.87152 on epoch:    79, 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: 129.2395782471s, input_fired_time: 1.8178702593, output_fired_time: 0.0000000000, propagate_forward_time: 123.5870513916, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.8346557617
best training[          , genome  6969] predictions:   49896/  50000 (99.79%), best:    9814/10000 (98.14%), error:       649.47070, best error:       582.87152 on epoch:    79, 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: 26.3919162750s, input_fired_time: 0.3651481867, output_fired_time: 0.0000000000, propagate_forward_time: 25.2655944824, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7611732483
   testing[          , genome  6969] predictions:    9839/  10000 (98.39%), best:    9814/10000 (98.14%), error:       510.16019, best error:       582.87152 on epoch:    79, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
21:43:31 (3652): called boinc_finish(0)

</stderr_txt>
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