Nameexact_genome_1508499903_22_15109_0
Workunit2265849
Created24 Oct 2017, 23:48:14 UTC
Sent25 Oct 2017, 0:30:33 UTC
Report deadline8 Dec 2017, 22:04:19 UTC
Received26 Oct 2017, 7:13:10 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57373
Run time1 days 0 hours 4 min 37 sec
CPU time1 days 0 hours 3 min 20 sec
Validate stateValid
Credit11,224.61
Device peak FLOPS3.51 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size169.47 MB
Peak swap size173.01 MB
Peak disk usage5.93 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
, weight_decay: 0.0002438374

epoch time: 788.9291992188s, input_fired_time: 8.3188457489, output_fired_time: 7.5771379471, propagate_forward_time: 298.9161987305, propagate_backward_time: 464.7651062012, weight_update_time: 0.8156408072, other_time: 9.3518981934
epoch time: 62.4779624939s, input_fired_time: 1.0224092007, output_fired_time: 0.0000000000, propagate_forward_time: 59.8804588318, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5750961304
validation[          , genome 15109] predictions:    9812/  10000 (98.12%), best:    9839/10000 (98.39%), error:       586.74109, best error:       525.31775 on epoch:     5, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 790.0567626953s, input_fired_time: 8.3228502274, output_fired_time: 7.5936951637, propagate_forward_time: 298.9610290527, propagate_backward_time: 465.9184265137, weight_update_time: 0.8116375804, other_time: 9.2607421875
epoch time: 62.3104209900s, input_fired_time: 1.0354508162, output_fired_time: 0.0000000000, propagate_forward_time: 59.7253265381, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5496444702
validation[          , genome 15109] predictions:    9815/  10000 (98.15%), best:    9839/10000 (98.39%), error:       612.44183, best error:       525.31775 on epoch:     5, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 793.8358154297s, input_fired_time: 8.2988224030, output_fired_time: 7.6156377792, propagate_forward_time: 300.3179931641, propagate_backward_time: 468.3885192871, weight_update_time: 0.7987274528, other_time: 9.2148132324
epoch time: 63.1455497742s, input_fired_time: 1.0612750053, output_fired_time: 0.0000000000, propagate_forward_time: 60.4784622192, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6058120728
validation[          , genome 15109] predictions:    9831/  10000 (98.31%), best:    9839/10000 (98.39%), error:       584.77234, best error:       525.31775 on epoch:     5, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 792.7791137695s, input_fired_time: 8.2847557068, output_fired_time: 7.5619459152, propagate_forward_time: 299.9310302734, propagate_backward_time: 467.7662963867, weight_update_time: 0.8035513163, other_time: 9.2351074219
epoch time: 62.1746101379s, input_fired_time: 1.0579394102, output_fired_time: 0.0000000000, propagate_forward_time: 59.4963912964, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6202812195
validation[          , genome 15109] predictions:    9847/  10000 (98.47%), best:    9847/10000 (98.47%), error:       506.12418, best error:       506.12418 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 788.2822265625s, input_fired_time: 8.3371982574, output_fired_time: 7.5318870544, propagate_forward_time: 298.3743591309, propagate_backward_time: 464.6174621582, weight_update_time: 0.8198556900, other_time: 9.4213256836
epoch time: 62.7123146057s, input_fired_time: 1.0319437981, output_fired_time: 0.0000000000, propagate_forward_time: 60.1072769165, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5730934143
validation[          , genome 15109] predictions:    9837/  10000 (98.37%), best:    9847/10000 (98.47%), error:       527.87396, best error:       506.12418 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 786.1640625000s, input_fired_time: 8.3438177109, output_fired_time: 7.5618462563, propagate_forward_time: 297.3982849121, propagate_backward_time: 463.5354003906, weight_update_time: 0.8152678609, other_time: 9.3247375488
epoch time: 62.5390357971s, input_fired_time: 1.0403856039, output_fired_time: 0.0000000000, propagate_forward_time: 59.9190788269, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5795707703
validation[          , genome 15109] predictions:    9829/  10000 (98.29%), best:    9847/10000 (98.47%), error:       570.22675, best error:       506.12418 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 789.9443359375s, input_fired_time: 8.3302783966, output_fired_time: 7.5909905434, propagate_forward_time: 298.9239501953, propagate_backward_time: 465.7513427734, weight_update_time: 0.8130040765, other_time: 9.3477783203
epoch time: 62.7227516174s, input_fired_time: 1.0786759853, output_fired_time: 0.0000000000, propagate_forward_time: 60.0342254639, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6098518372
validation[          , genome 15109] predictions:    9832/  10000 (98.32%), best:    9847/10000 (98.47%), error:       536.03693, best error:       506.12418 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 787.4053344727s, input_fired_time: 8.3261489868, output_fired_time: 7.5100769997, propagate_forward_time: 297.7788391113, propagate_backward_time: 464.4063720703, weight_update_time: 0.8311198950, other_time: 9.3838806152
epoch time: 62.1303100586s, input_fired_time: 1.0684825182, output_fired_time: 0.0000000000, propagate_forward_time: 59.4746437073, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5871849060
validation[          , genome 15109] predictions:    9855/  10000 (98.55%), best:    9847/10000 (98.47%), error:       543.71094, best error:       506.12418 on epoch:    18, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 786.3895874023s, input_fired_time: 8.3908720016, output_fired_time: 7.5473651886, propagate_forward_time: 297.8411254883, propagate_backward_time: 463.1944274902, weight_update_time: 0.8204842806, other_time: 9.4158020020
epoch time: 62.1766052246s, input_fired_time: 1.0411307812, output_fired_time: 0.0000000000, propagate_forward_time: 59.5474357605, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5880393982
validation[          , genome 15109] predictions:    9848/  10000 (98.48%), best:    9848/10000 (98.48%), error:       497.95901, best error:       497.95901 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 788.7583007813s, input_fired_time: 8.4147214890, output_fired_time: 7.6041331291, propagate_forward_time: 298.7645874023, propagate_backward_time: 464.4818725586, weight_update_time: 0.8278766274, other_time: 9.4929809570
epoch time: 62.2345428467s, input_fired_time: 1.0509165525, output_fired_time: 0.0000000000, propagate_forward_time: 59.6012611389, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5823669434
validation[          , genome 15109] predictions:    9876/  10000 (98.76%), best:    9876/10000 (98.76%), error:       426.99280, best error:       426.99280 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 794.2963867188s, input_fired_time: 8.3793516159, output_fired_time: 7.6241393089, propagate_forward_time: 301.0756530762, propagate_backward_time: 467.8329467773, weight_update_time: 0.8058223128, other_time: 9.3843078613
epoch time: 62.2317352295s, input_fired_time: 1.0631743670, output_fired_time: 0.0000000000, propagate_forward_time: 59.5546684265, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6138916016
validation[          , genome 15109] predictions:    9858/  10000 (98.58%), best:    9876/10000 (98.76%), error:       474.85358, best error:       426.99280 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 790.9709472656s, input_fired_time: 8.3419704437, output_fired_time: 7.5812964439, propagate_forward_time: 299.4351196289, propagate_backward_time: 466.2489318848, weight_update_time: 0.8156140447, other_time: 9.3636169434
epoch time: 62.6789207458s, input_fired_time: 1.0523638725, output_fired_time: 0.0000000000, propagate_forward_time: 60.0457992554, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5807571411
validation[          , genome 15109] predictions:    9841/  10000 (98.41%), best:    9876/10000 (98.76%), error:       528.12000, best error:       426.99280 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 786.9258422852s, input_fired_time: 8.3445310593, output_fired_time: 7.5544681549, propagate_forward_time: 297.9893493652, propagate_backward_time: 463.7229003906, weight_update_time: 0.8100707531, other_time: 9.3146057129
epoch time: 62.4869117737s, input_fired_time: 1.0470502377, output_fired_time: 0.0000000000, propagate_forward_time: 59.8633956909, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5764656067
validation[          , genome 15109] predictions:    9858/  10000 (98.58%), best:    9876/10000 (98.76%), error:       467.96194, best error:       426.99280 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 789.3293457031s, input_fired_time: 8.4260387421, output_fired_time: 7.5899410248, propagate_forward_time: 298.7999267578, propagate_backward_time: 465.1184997559, weight_update_time: 0.8197750449, other_time: 9.3949279785
epoch time: 62.6973571777s, input_fired_time: 1.0600399971, output_fired_time: 0.0000000000, propagate_forward_time: 60.0179634094, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6193542480
validation[          , genome 15109] predictions:    9858/  10000 (98.58%), best:    9876/10000 (98.76%), error:       452.94614, best error:       426.99280 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 788.9479980469s, input_fired_time: 8.3088808060, output_fired_time: 7.5755691528, propagate_forward_time: 298.8059692383, propagate_backward_time: 464.9804077148, weight_update_time: 0.8087024093, other_time: 9.2771606445
epoch time: 62.6561012268s, input_fired_time: 1.0803169012, output_fired_time: 0.0000000000, propagate_forward_time: 59.9228744507, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6529083252
validation[          , genome 15109] predictions:    9861/  10000 (98.61%), best:    9876/10000 (98.76%), error:       443.50824, best error:       426.99280 on epoch:    24, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 792.8880615234s, input_fired_time: 8.2836704254, output_fired_time: 7.5759534836, propagate_forward_time: 300.2551269531, propagate_backward_time: 467.5634155273, weight_update_time: 0.8131851554, other_time: 9.2098999023
epoch time: 62.8074035645s, input_fired_time: 1.0660842657, output_fired_time: 0.0000000000, propagate_forward_time: 60.1598587036, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5814590454
validation[          , genome 15109] predictions:    9795/  10000 (97.95%), best:    9876/10000 (98.76%), error:       650.11017, best error:       426.99280 on epoch:    24, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 794.0360717773s, input_fired_time: 8.3569402695, output_fired_time: 7.5954780579, propagate_forward_time: 301.0191955566, propagate_backward_time: 467.9052124023, weight_update_time: 0.8085605502, other_time: 9.1592712402
epoch time: 63.3593482971s, input_fired_time: 1.0764052868, output_fired_time: 0.0000000000, propagate_forward_time: 60.6719665527, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6109771729
validation[          , genome 15109] predictions:    9845/  10000 (98.45%), best:    9876/10000 (98.76%), error:       517.02716, best error:       426.99280 on epoch:    24, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 792.1552124023s, input_fired_time: 8.4125394821, output_fired_time: 7.5397410393, propagate_forward_time: 299.8915100098, propagate_backward_time: 466.9236145020, weight_update_time: 0.8245213628, other_time: 9.3878173828
epoch time: 62.9416999817s, input_fired_time: 1.0821235180, output_fired_time: 0.0000000000, propagate_forward_time: 60.2792205811, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5803565979
validation[          , genome 15109] predictions:    9861/  10000 (98.61%), best:    9876/10000 (98.76%), error:       440.00153, best error:       426.99280 on epoch:    24, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 792.0027465820s, input_fired_time: 8.3289604187, output_fired_time: 7.5775828362, propagate_forward_time: 299.7874755859, propagate_backward_time: 466.9955139160, weight_update_time: 0.8059353828, other_time: 9.3132019043
epoch time: 63.3021697998s, input_fired_time: 1.0542815924, output_fired_time: 0.0000000000, propagate_forward_time: 60.6585426331, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5893440247
validation[          , genome 15109] predictions:    9864/  10000 (98.64%), best:    9876/10000 (98.76%), error:       479.74179, best error:       426.99280 on epoch:    24, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 792.8218383789s, input_fired_time: 8.2865037918, output_fired_time: 7.6070475578, propagate_forward_time: 300.1856689453, propagate_backward_time: 467.4715576172, weight_update_time: 0.8324450850, other_time: 9.2710571289
epoch time: 62.7866630554s, input_fired_time: 1.0707966089, output_fired_time: 0.0000000000, propagate_forward_time: 60.1190109253, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5968551636
validation[          , genome 15109] predictions:    9869/  10000 (98.69%), best:    9876/10000 (98.76%), error:       430.40216, best error:       426.99280 on epoch:    24, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 790.4482421875s, input_fired_time: 8.3373861313, output_fired_time: 7.5814528465, propagate_forward_time: 299.2420959473, propagate_backward_time: 466.0356140137, weight_update_time: 0.8067895174, other_time: 9.2516479492
epoch time: 63.3031272888s, input_fired_time: 1.0639499426, output_fired_time: 0.0000000000, propagate_forward_time: 60.6530990601, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5860786438
validation[          , genome 15109] predictions:    9872/  10000 (98.72%), best:    9876/10000 (98.76%), error:       433.71744, best error:       426.99280 on epoch:    24, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 792.1555786133s, input_fired_time: 8.2963666916, output_fired_time: 7.5653848648, propagate_forward_time: 299.9711608887, propagate_backward_time: 467.1096801758, weight_update_time: 0.8142814040, other_time: 9.2129821777
epoch time: 62.5820198059s, input_fired_time: 1.0472971201, output_fired_time: 0.0000000000, propagate_forward_time: 59.9705276489, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5641937256
validation[          , genome 15109] predictions:    9896/  10000 (98.96%), best:    9896/10000 (98.96%), error:       383.96420, best error:       383.96420 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 789.8135375977s, input_fired_time: 8.3662662506, output_fired_time: 7.5875887871, propagate_forward_time: 299.0403442383, propagate_backward_time: 465.5429382324, weight_update_time: 0.8198214173, other_time: 9.2763977051
epoch time: 61.9850273132s, input_fired_time: 1.0635427237, output_fired_time: 0.0000000000, propagate_forward_time: 59.3071289063, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6143569946
validation[          , genome 15109] predictions:    9875/  10000 (98.75%), best:    9896/10000 (98.96%), error:       410.87079, best error:       383.96420 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 791.7901611328s, input_fired_time: 8.3508386612, output_fired_time: 7.5703983307, propagate_forward_time: 299.6013488770, propagate_backward_time: 466.9270935059, weight_update_time: 0.8260532022, other_time: 9.3405151367
epoch time: 62.6662864685s, input_fired_time: 1.0641013384, output_fired_time: 0.0000000000, propagate_forward_time: 60.0372200012, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5649642944
validation[          , genome 15109] predictions:    9883/  10000 (98.83%), best:    9896/10000 (98.96%), error:       395.64722, best error:       383.96420 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 793.1077270508s, input_fired_time: 8.3671855927, output_fired_time: 7.6493177414, propagate_forward_time: 300.3161010742, propagate_backward_time: 467.4942932129, weight_update_time: 0.8044041991, other_time: 9.2808532715
epoch time: 62.1117439270s, input_fired_time: 1.0523393154, output_fired_time: 0.0000000000, propagate_forward_time: 59.4750099182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5843963623
validation[          , genome 15109] predictions:    9880/  10000 (98.80%), best:    9896/10000 (98.96%), error:       405.85965, best error:       383.96420 on epoch:    36, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 794.2575683594s, input_fired_time: 8.3593139648, output_fired_time: 7.6197209358, propagate_forward_time: 300.8181457520, propagate_backward_time: 468.2434997559, weight_update_time: 0.8127185702, other_time: 9.2168579102
epoch time: 63.5201263428s, input_fired_time: 1.0678532124, output_fired_time: 0.0000000000, propagate_forward_time: 60.8668785095, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5853958130
validation[          , genome 15109] predictions:    9849/  10000 (98.49%), best:    9896/10000 (98.96%), error:       510.62973, best error:       383.96420 on epoch:    36, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 792.3667602539s, input_fired_time: 8.4029941559, output_fired_time: 7.6214027405, propagate_forward_time: 299.8014831543, propagate_backward_time: 467.1755676270, weight_update_time: 0.8230991364, other_time: 9.3652954102
epoch time: 62.1133499146s, input_fired_time: 1.0655841827, output_fired_time: 0.0000000000, propagate_forward_time: 59.4372024536, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6105651855
validation[          , genome 15109] predictions:    9842/  10000 (98.42%), best:    9896/10000 (98.96%), error:       469.56000, best error:       383.96420 on epoch:    36, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 784.8269042969s, input_fired_time: 8.3267946243, output_fired_time: 7.4933047295, propagate_forward_time: 297.0903625488, propagate_backward_time: 462.5537109375, weight_update_time: 0.8151893020, other_time: 9.3627624512
epoch time: 62.5745773315s, input_fired_time: 1.0499243736, output_fired_time: 0.0000000000, propagate_forward_time: 59.9587287903, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5659255981
validation[          , genome 15109] predictions:    9878/  10000 (98.78%), best:    9896/10000 (98.96%), error:       413.63940, best error:       383.96420 on epoch:    36, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 795.4212646484s, input_fired_time: 8.3607749939, output_fired_time: 7.6795125008, propagate_forward_time: 301.4310302734, propagate_backward_time: 468.7002258301, weight_update_time: 0.8056153059, other_time: 9.2497253418
epoch time: 63.8150138855s, input_fired_time: 1.0772452354, output_fired_time: 0.0000000000, propagate_forward_time: 61.1170387268, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6207313538
validation[          , genome 15109] predictions:    9835/  10000 (98.35%), best:    9896/10000 (98.96%), error:       550.46545, best error:       383.96420 on epoch:    36, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 787.9552001953s, input_fired_time: 8.3828201294, output_fired_time: 7.5763368607, propagate_forward_time: 298.1676940918, propagate_backward_time: 464.4448242188, weight_update_time: 0.8143777847, other_time: 9.3835144043
epoch time: 62.3366241455s, input_fired_time: 1.0451860428, output_fired_time: 0.0000000000, propagate_forward_time: 59.7356681824, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5557708740
validation[          , genome 15109] predictions:    9878/  10000 (98.78%), best:    9896/10000 (98.96%), error:       404.73260, best error:       383.96420 on epoch:    36, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 786.8595581055s, input_fired_time: 8.3583087921, output_fired_time: 7.5147948265, propagate_forward_time: 297.8674926758, propagate_backward_time: 463.7388000488, weight_update_time: 0.8128921986, other_time: 9.3801574707
epoch time: 62.1044921875s, input_fired_time: 1.0745552778, output_fired_time: 0.0000000000, propagate_forward_time: 59.4132995605, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6166381836
validation[          , genome 15109] predictions:    9860/  10000 (98.60%), best:    9896/10000 (98.96%), error:       423.75949, best error:       383.96420 on epoch:    36, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 798.0175781250s, input_fired_time: 8.3483638763, output_fired_time: 7.6185760498, propagate_forward_time: 302.2860412598, propagate_backward_time: 470.5456848145, weight_update_time: 0.8229433894, other_time: 9.2188720703
epoch time: 62.5242729187s, input_fired_time: 1.0590242147, output_fired_time: 0.0000000000, propagate_forward_time: 59.8851318359, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5801162720
validation[          , genome 15109] predictions:    9885/  10000 (98.85%), best:    9885/10000 (98.85%), error:       375.07544, best error:       375.07544 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 790.0572509766s, input_fired_time: 8.3575572968, output_fired_time: 7.5467634201, propagate_forward_time: 299.1674194336, propagate_backward_time: 465.7343139648, weight_update_time: 0.8068134785, other_time: 9.2512207031
epoch time: 62.4877624512s, input_fired_time: 1.0846265554, output_fired_time: 0.0000000000, propagate_forward_time: 59.7799911499, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6231460571
validation[          , genome 15109] predictions:    9887/  10000 (98.87%), best:    9885/10000 (98.85%), error:       403.61261, best error:       375.07544 on epoch:    46, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 788.0540161133s, input_fired_time: 8.3542299271, output_fired_time: 7.5483078957, propagate_forward_time: 298.1825561523, propagate_backward_time: 464.6796875000, weight_update_time: 0.8124058247, other_time: 9.2892456055
epoch time: 62.6719360352s, input_fired_time: 1.0733828545, output_fired_time: 0.0000000000, propagate_forward_time: 59.9960670471, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6024856567
validation[          , genome 15109] predictions:    9860/  10000 (98.60%), best:    9885/10000 (98.85%), error:       452.10910, best error:       375.07544 on epoch:    46, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 792.6812744141s, input_fired_time: 8.2897405624, output_fired_time: 7.5673980713, propagate_forward_time: 300.0416564941, propagate_backward_time: 467.6400756836, weight_update_time: 0.8053504825, other_time: 9.1424255371
epoch time: 62.4907226563s, input_fired_time: 1.0941503048, output_fired_time: 0.0000000000, propagate_forward_time: 59.7494850159, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6470870972
validation[          , genome 15109] predictions:    9887/  10000 (98.87%), best:    9887/10000 (98.87%), error:       364.32977, best error:       364.32977 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 789.3331909180s, input_fired_time: 8.3563880920, output_fired_time: 7.5334730148, propagate_forward_time: 298.9511413574, propagate_backward_time: 465.2240295410, weight_update_time: 0.8136982918, other_time: 9.2681884766
epoch time: 63.8570289612s, input_fired_time: 1.0991070271, output_fired_time: 0.0000000000, propagate_forward_time: 61.1242904663, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6336326599
validation[          , genome 15109] predictions:    9889/  10000 (98.89%), best:    9889/10000 (98.89%), error:       360.01495, best error:       360.01495 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 792.8117675781s, input_fired_time: 8.3543453217, output_fired_time: 7.5979924202, propagate_forward_time: 300.0355529785, propagate_backward_time: 467.6849060059, weight_update_time: 0.8013663888, other_time: 9.1389160156
epoch time: 64.9121017456s, input_fired_time: 1.1225752831, output_fired_time: 0.0000000000, propagate_forward_time: 62.1103019714, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6792259216
validation[          , genome 15109] predictions:    9877/  10000 (98.77%), best:    9889/10000 (98.89%), error:       403.93137, best error:       360.01495 on epoch:    50, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 792.0218505859s, input_fired_time: 8.4284887314, output_fired_time: 7.6092057228, propagate_forward_time: 299.7448425293, propagate_backward_time: 466.9326782227, weight_update_time: 0.8140000701, other_time: 9.3066711426
epoch time: 62.7891769409s, input_fired_time: 1.0883687735, output_fired_time: 0.0000000000, propagate_forward_time: 60.1008834839, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5999259949
validation[          , genome 15109] predictions:    9888/  10000 (98.88%), best:    9889/10000 (98.89%), error:       373.07510, best error:       360.01495 on epoch:    50, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 787.8530883789s, input_fired_time: 8.4076070786, output_fired_time: 7.5750246048, propagate_forward_time: 298.2782287598, propagate_backward_time: 464.2629394531, weight_update_time: 0.8178190589, other_time: 9.3293151855
epoch time: 62.5763702393s, input_fired_time: 1.0550330877, output_fired_time: 0.0000000000, propagate_forward_time: 59.9288825989, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5924530029
validation[          , genome 15109] predictions:    9886/  10000 (98.86%), best:    9889/10000 (98.89%), error:       364.23517, best error:       360.01495 on epoch:    50, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 797.1281738281s, input_fired_time: 8.3189058304, output_fired_time: 7.6297364235, propagate_forward_time: 301.7447814941, propagate_backward_time: 470.2233581543, weight_update_time: 0.8135702014, other_time: 9.2113647461
epoch time: 62.2760429382s, input_fired_time: 1.0796351433, output_fired_time: 0.0000000000, propagate_forward_time: 59.5792922974, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6171150208
validation[          , genome 15109] predictions:    9872/  10000 (98.72%), best:    9889/10000 (98.89%), error:       450.97647, best error:       360.01495 on epoch:    50, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 799.6102905273s, input_fired_time: 8.3351821899, output_fired_time: 7.5682325363, propagate_forward_time: 300.7500915527, propagate_backward_time: 473.7425537109, weight_update_time: 0.7978981733, other_time: 9.2142028809
epoch time: 64.6091384888s, input_fired_time: 1.1000032425, output_fired_time: 0.0000000000, propagate_forward_time: 61.8429641724, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6661720276
validation[          , genome 15109] predictions:    9890/  10000 (98.90%), best:    9889/10000 (98.89%), error:       382.98978, best error:       360.01495 on epoch:    50, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 792.5955200195s, input_fired_time: 8.4732751846, output_fired_time: 7.6136479378, propagate_forward_time: 300.2559509277, propagate_backward_time: 466.8796997070, weight_update_time: 0.8177315593, other_time: 9.3729553223
epoch time: 62.6679077148s, input_fired_time: 1.0802123547, output_fired_time: 0.0000000000, propagate_forward_time: 59.9948692322, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5928268433
validation[          , genome 15109] predictions:    9863/  10000 (98.63%), best:    9889/10000 (98.89%), error:       452.66544, best error:       360.01495 on epoch:    50, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 790.0942993164s, input_fired_time: 8.4244527817, output_fired_time: 7.6065835953, propagate_forward_time: 298.9677124023, propagate_backward_time: 465.7680969238, weight_update_time: 0.8093491197, other_time: 9.3274841309
epoch time: 63.2710075378s, input_fired_time: 1.0634974241, output_fired_time: 0.0000000000, propagate_forward_time: 60.6173553467, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5901565552
validation[          , genome 15109] predictions:    9888/  10000 (98.88%), best:    9889/10000 (98.89%), error:       371.99200, best error:       360.01495 on epoch:    50, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 791.8613891602s, input_fired_time: 8.4361019135, output_fired_time: 7.5858860016, propagate_forward_time: 299.7770385742, propagate_backward_time: 466.6791381836, weight_update_time: 0.8095288277, other_time: 9.3832397461
epoch time: 62.8663444519s, input_fired_time: 1.0556749105, output_fired_time: 0.0000000000, propagate_forward_time: 60.2404251099, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5702438354
validation[          , genome 15109] predictions:    9891/  10000 (98.91%), best:    9891/10000 (98.91%), error:       350.83054, best error:       350.83054 on epoch:    58, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 789.8599853516s, input_fired_time: 8.4189062119, output_fired_time: 7.5716428757, propagate_forward_time: 299.2072753906, propagate_backward_time: 465.3454895020, weight_update_time: 0.8117194772, other_time: 9.3166809082
epoch time: 62.7671470642s, input_fired_time: 1.0926499367, output_fired_time: 0.0000000000, propagate_forward_time: 60.0522727966, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6222229004
validation[          , genome 15109] predictions:    9877/  10000 (98.77%), best:    9891/10000 (98.91%), error:       403.13766, best error:       350.83054 on epoch:    58, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 790.1566772461s, input_fired_time: 8.4629230499, output_fired_time: 7.6013946533, propagate_forward_time: 299.0559997559, propagate_backward_time: 465.6397399902, weight_update_time: 0.8143221140, other_time: 9.3966064453
epoch time: 62.3498687744s, input_fired_time: 1.0717475414, output_fired_time: 0.0000000000, propagate_forward_time: 59.6689987183, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6091232300
validation[          , genome 15109] predictions:    9894/  10000 (98.94%), best:    9891/10000 (98.91%), error:       360.32407, best error:       350.83054 on epoch:    58, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 788.7197875977s, input_fired_time: 8.3994579315, output_fired_time: 7.5816311836, propagate_forward_time: 298.5548095703, propagate_backward_time: 464.8734130859, weight_update_time: 0.8112423420, other_time: 9.3104858398
epoch time: 62.1078605652s, input_fired_time: 1.0819491148, output_fired_time: 0.0000000000, propagate_forward_time: 59.4036674500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6222457886
validation[          , genome 15109] predictions:    9886/  10000 (98.86%), best:    9891/10000 (98.91%), error:       373.52979, best error:       350.83054 on epoch:    58, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 793.0186157227s, input_fired_time: 8.3865575790, output_fired_time: 7.5428175926, propagate_forward_time: 300.2294921875, propagate_backward_time: 467.6300354004, weight_update_time: 0.8101270199, other_time: 9.2297058105
epoch time: 61.8889045715s, input_fired_time: 1.0675634146, output_fired_time: 0.0000000000, propagate_forward_time: 59.2259902954, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5953521729
validation[          , genome 15109] predictions:    9858/  10000 (98.58%), best:    9891/10000 (98.91%), error:       435.00128, best error:       350.83054 on epoch:    58, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 791.2741699219s, input_fired_time: 8.4104270935, output_fired_time: 7.5659646988, propagate_forward_time: 299.9783325195, propagate_backward_time: 466.0553588867, weight_update_time: 0.8177112937, other_time: 9.2640991211
epoch time: 62.5684738159s, input_fired_time: 1.0497761965, output_fired_time: 0.0000000000, propagate_forward_time: 59.9504432678, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5682525635
validation[          , genome 15109] predictions:    9898/  10000 (98.98%), best:    9898/10000 (98.98%), error:       337.33542, best error:       337.33542 on epoch:    63, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 794.0187988281s, input_fired_time: 8.3959646225, output_fired_time: 7.6336083412, propagate_forward_time: 300.5767211914, propagate_backward_time: 468.0972290039, weight_update_time: 0.8078060150, other_time: 9.3153076172
epoch time: 62.3738517761s, input_fired_time: 1.0713636875, output_fired_time: 0.0000000000, propagate_forward_time: 59.6721725464, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6303138733
validation[          , genome 15109] predictions:    9897/  10000 (98.97%), best:    9898/10000 (98.98%), error:       350.05469, best error:       337.33542 on epoch:    63, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 791.6356201172s, input_fired_time: 8.3987941742, output_fired_time: 7.5699367523, propagate_forward_time: 299.9725036621, propagate_backward_time: 466.4421081543, weight_update_time: 0.8056287766, other_time: 9.2522583008
epoch time: 62.5410003662s, input_fired_time: 1.0500280857, output_fired_time: 0.0000000000, propagate_forward_time: 59.9192047119, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5717658997
validation[          , genome 15109] predictions:    9897/  10000 (98.97%), best:    9898/10000 (98.98%), error:       353.93375, best error:       337.33542 on epoch:    63, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 790.6940917969s, input_fired_time: 8.4343557358, output_fired_time: 7.5690093040, propagate_forward_time: 299.2396850586, propagate_backward_time: 466.0996398926, weight_update_time: 0.8099930286, other_time: 9.3514099121
epoch time: 61.9472846985s, input_fired_time: 1.0757627487, output_fired_time: 0.0000000000, propagate_forward_time: 59.2521972656, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6193237305
validation[          , genome 15109] predictions:    9882/  10000 (98.82%), best:    9898/10000 (98.98%), error:       369.54727, best error:       337.33542 on epoch:    63, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 788.4894409180s, input_fired_time: 8.4201059341, output_fired_time: 7.4795460701, propagate_forward_time: 298.6296691895, propagate_backward_time: 464.5920715332, weight_update_time: 0.8313133121, other_time: 9.3680419922
epoch time: 62.4239120483s, input_fired_time: 1.0662082434, output_fired_time: 0.0000000000, propagate_forward_time: 59.7530899048, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6046142578
validation[          , genome 15109] predictions:    9892/  10000 (98.92%), best:    9892/10000 (98.92%), error:       336.76074, best error:       336.76074 on epoch:    67, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 785.3051757813s, input_fired_time: 8.3942737579, output_fired_time: 7.5607490540, propagate_forward_time: 297.1002807617, propagate_backward_time: 462.8699951172, weight_update_time: 0.8122426271, other_time: 9.3798828125
epoch time: 63.7912330627s, input_fired_time: 1.0632184744, output_fired_time: 0.0000000000, propagate_forward_time: 61.1303520203, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5976638794
validation[          , genome 15109] predictions:    9902/  10000 (99.02%), best:    9892/10000 (98.92%), error:       348.91888, best error:       336.76074 on epoch:    67, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 789.3685302734s, input_fired_time: 8.4034996033, output_fired_time: 7.5171232224, propagate_forward_time: 298.9972229004, propagate_backward_time: 465.1446838379, weight_update_time: 0.8080620170, other_time: 9.3059692383
epoch time: 62.3873863220s, input_fired_time: 1.0709713697, output_fired_time: 0.0000000000, propagate_forward_time: 59.7054138184, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6110000610
validation[          , genome 15109] predictions:    9903/  10000 (99.03%), best:    9892/10000 (98.92%), error:       344.73950, best error:       336.76074 on epoch:    67, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 790.1378784180s, input_fired_time: 8.3308887482, output_fired_time: 7.5472221375, propagate_forward_time: 299.1159362793, propagate_backward_time: 465.9035644531, weight_update_time: 0.8050699234, other_time: 9.2402648926
epoch time: 63.2418708801s, input_fired_time: 1.1158162355, output_fired_time: 0.0000000000, propagate_forward_time: 60.4834785461, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6425743103
validation[          , genome 15109] predictions:    9891/  10000 (98.91%), best:    9892/10000 (98.92%), error:       369.99304, best error:       336.76074 on epoch:    67, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 792.3453979492s, input_fired_time: 8.3879518509, output_fired_time: 7.5834136009, propagate_forward_time: 300.1821594238, propagate_backward_time: 466.9368591309, weight_update_time: 0.7995550036, other_time: 9.2550048828
epoch time: 62.6586189270s, input_fired_time: 1.0658916235, output_fired_time: 0.0000000000, propagate_forward_time: 60.0338859558, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5588417053
validation[          , genome 15109] predictions:    9898/  10000 (98.98%), best:    9892/10000 (98.92%), error:       353.87936, best error:       336.76074 on epoch:    67, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 792.5881958008s, input_fired_time: 8.3923912048, output_fired_time: 7.5761356354, propagate_forward_time: 300.0911254883, propagate_backward_time: 467.2243652344, weight_update_time: 0.8078451753, other_time: 9.3041992188
epoch time: 62.7721061707s, input_fired_time: 1.0666521788, output_fired_time: 0.0000000000, propagate_forward_time: 60.1041450500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6013107300
validation[          , genome 15109] predictions:    9892/  10000 (98.92%), best:    9892/10000 (98.92%), error:       361.32101, best error:       336.76074 on epoch:    67, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 790.3557128906s, input_fired_time: 8.3983154297, output_fired_time: 7.5102100372, propagate_forward_time: 299.4867553711, propagate_backward_time: 465.6935119629, weight_update_time: 0.8114246726, other_time: 9.2669372559
epoch time: 63.5392570496s, input_fired_time: 1.0654937029, output_fired_time: 0.0000000000, propagate_forward_time: 60.8688697815, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6048927307
validation[          , genome 15109] predictions:    9888/  10000 (98.88%), best:    9892/10000 (98.92%), error:       361.70538, best error:       336.76074 on epoch:    67, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 788.1405639648s, input_fired_time: 8.4161109924, output_fired_time: 7.5770130157, propagate_forward_time: 298.4322814941, propagate_backward_time: 464.4419250488, weight_update_time: 0.8076153994, other_time: 9.2731933594
epoch time: 63.0510749817s, input_fired_time: 1.0651035309, output_fired_time: 0.0000000000, propagate_forward_time: 60.3881225586, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5978469849
validation[          , genome 15109] predictions:    9895/  10000 (98.95%), best:    9892/10000 (98.92%), error:       356.07755, best error:       336.76074 on epoch:    67, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 789.0134277344s, input_fired_time: 8.4116039276, output_fired_time: 7.6026673317, propagate_forward_time: 298.7573547363, propagate_backward_time: 464.9602355957, weight_update_time: 0.8061707616, other_time: 9.2815551758
epoch time: 62.6288414001s, input_fired_time: 1.0663319826, output_fired_time: 0.0000000000, propagate_forward_time: 59.9721908569, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5903167725
validation[          , genome 15109] predictions:    9910/  10000 (99.10%), best:    9892/10000 (98.92%), error:       343.02786, best error:       336.76074 on epoch:    67, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 793.1821289063s, input_fired_time: 8.5057754517, output_fired_time: 7.5793428421, propagate_forward_time: 300.3068542480, propagate_backward_time: 467.3771057129, weight_update_time: 0.8173501492, other_time: 9.4130249023
epoch time: 62.5721778870s, input_fired_time: 1.0643140078, output_fired_time: 0.0000000000, propagate_forward_time: 59.9552764893, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5525856018
validation[          , genome 15109] predictions:    9888/  10000 (98.88%), best:    9892/10000 (98.92%), error:       347.24637, best error:       336.76074 on epoch:    67, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 788.6668090820s, input_fired_time: 8.3813381195, output_fired_time: 7.6184263229, propagate_forward_time: 298.8051147461, propagate_backward_time: 464.5778503418, weight_update_time: 0.8082389235, other_time: 9.2840881348
epoch time: 62.0484428406s, input_fired_time: 1.0911614895, output_fired_time: 0.0000000000, propagate_forward_time: 59.3453216553, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6119613647
validation[          , genome 15109] predictions:    9899/  10000 (98.99%), best:    9892/10000 (98.92%), error:       343.94846, best error:       336.76074 on epoch:    67, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 790.1202392578s, input_fired_time: 8.4329586029, output_fired_time: 7.5816106796, propagate_forward_time: 299.0780334473, propagate_backward_time: 465.6221008301, weight_update_time: 0.8122088909, other_time: 9.4055175781
epoch time: 62.4475631714s, input_fired_time: 1.0698814392, output_fired_time: 0.0000000000, propagate_forward_time: 59.8072738647, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5704078674
validation[          , genome 15109] predictions:    9904/  10000 (99.04%), best:    9892/10000 (98.92%), error:       342.59961, best error:       336.76074 on epoch:    67, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 793.5002441406s, input_fired_time: 8.3839893341, output_fired_time: 7.5805745125, propagate_forward_time: 300.3029174805, propagate_backward_time: 468.0089721680, weight_update_time: 0.8122445345, other_time: 9.2238159180
epoch time: 63.1058807373s, input_fired_time: 1.0971169472, output_fired_time: 0.0000000000, propagate_forward_time: 60.3561553955, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6526069641
validation[          , genome 15109] predictions:    9902/  10000 (99.02%), best:    9892/10000 (98.92%), error:       336.84979, best error:       336.76074 on epoch:    67, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 795.1784667969s, input_fired_time: 8.4036893845, output_fired_time: 7.6195178032, propagate_forward_time: 301.3262329102, propagate_backward_time: 468.6017456055, weight_update_time: 0.8169528842, other_time: 9.2272949219
epoch time: 63.5458450317s, input_fired_time: 1.0874686241, output_fired_time: 0.0000000000, propagate_forward_time: 60.7955169678, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6628608704
validation[          , genome 15109] predictions:    9895/  10000 (98.95%), best:    9895/10000 (98.95%), error:       329.48978, best error:       329.48978 on epoch:    80, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 793.1674804688s, input_fired_time: 8.3822126389, output_fired_time: 7.6107330322, propagate_forward_time: 300.5035095215, propagate_backward_time: 467.3862915039, weight_update_time: 0.8074157834, other_time: 9.2847595215
epoch time: 62.8124504089s, input_fired_time: 1.0740513802, output_fired_time: 0.0000000000, propagate_forward_time: 60.1556015015, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5827980042
validation[          , genome 15109] predictions:    9901/  10000 (99.01%), best:    9895/10000 (98.95%), error:       341.53528, best error:       329.48978 on epoch:    80, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 787.0885620117s, input_fired_time: 8.3605051041, output_fired_time: 7.4998002052, propagate_forward_time: 297.9844970703, propagate_backward_time: 464.0024414063, weight_update_time: 0.8085929155, other_time: 9.2412719727
epoch time: 62.6312637329s, input_fired_time: 1.0693103075, output_fired_time: 0.0000000000, propagate_forward_time: 59.9865226746, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5754318237
validation[          , genome 15109] predictions:    9887/  10000 (98.87%), best:    9895/10000 (98.95%), error:       361.20801, best error:       329.48978 on epoch:    80, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 785.1014404297s, input_fired_time: 8.4380683899, output_fired_time: 7.5047669411, propagate_forward_time: 297.2646789551, propagate_backward_time: 462.4831237793, weight_update_time: 0.8156045675, other_time: 9.4108276367
epoch time: 62.9493370056s, input_fired_time: 1.0703054667, output_fired_time: 0.0000000000, propagate_forward_time: 60.2882499695, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5907821655
validation[          , genome 15109] predictions:    9901/  10000 (99.01%), best:    9895/10000 (98.95%), error:       360.75900, best error:       329.48978 on epoch:    80, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 791.9719238281s, input_fired_time: 8.4520854950, output_fired_time: 7.6315221786, propagate_forward_time: 300.0856628418, propagate_backward_time: 466.4881896973, weight_update_time: 0.8197821379, other_time: 9.3144531250
epoch time: 61.9896392822s, input_fired_time: 1.0825608969, output_fired_time: 0.0000000000, propagate_forward_time: 59.2876892090, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6193885803
validation[          , genome 15109] predictions:    9892/  10000 (98.92%), best:    9895/10000 (98.95%), error:       355.74399, best error:       329.48978 on epoch:    80, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 788.0241699219s, input_fired_time: 8.4132947922, output_fired_time: 7.5583682060, propagate_forward_time: 298.3364868164, propagate_backward_time: 464.3712768555, weight_update_time: 0.8142111301, other_time: 9.3447875977
epoch time: 62.3594894409s, input_fired_time: 1.0847088099, output_fired_time: 0.0000000000, propagate_forward_time: 59.6601448059, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6146354675
validation[          , genome 15109] predictions:    9900/  10000 (99.00%), best:    9895/10000 (98.95%), error:       339.08090, best error:       329.48978 on epoch:    80, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 793.3904418945s, input_fired_time: 8.4403572083, output_fired_time: 7.6262965202, propagate_forward_time: 300.5131835938, propagate_backward_time: 467.5572509766, weight_update_time: 0.8194715381, other_time: 9.2533569336
epoch time: 62.2139511108s, input_fired_time: 1.0880517960, output_fired_time: 0.0000000000, propagate_forward_time: 59.4878463745, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6380538940
validation[          , genome 15109] predictions:    9906/  10000 (99.06%), best:    9895/10000 (98.95%), error:       335.92020, best error:       329.48978 on epoch:    80, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 793.4572143555s, input_fired_time: 8.5043668747, output_fired_time: 7.6268086433, propagate_forward_time: 300.4541015625, propagate_backward_time: 467.4268188477, weight_update_time: 0.8189994097, other_time: 9.4450683594
epoch time: 64.3722534180s, input_fired_time: 1.0928217173, output_fired_time: 0.0000000000, propagate_forward_time: 61.6525154114, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6269149780
validation[          , genome 15109] predictions:    9898/  10000 (98.98%), best:    9895/10000 (98.95%), error:       340.73352, best error:       329.48978 on epoch:    80, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 795.2180175781s, input_fired_time: 8.4587392807, output_fired_time: 7.6156382561, propagate_forward_time: 300.8980712891, propagate_backward_time: 469.0401611328, weight_update_time: 0.8106364608, other_time: 9.2053833008
epoch time: 63.9511070251s, input_fired_time: 1.0992047787, output_fired_time: 0.0000000000, propagate_forward_time: 61.1912498474, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6606521606
validation[          , genome 15109] predictions:    9889/  10000 (98.89%), best:    9895/10000 (98.95%), error:       362.44720, best error:       329.48978 on epoch:    80, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 790.8949584961s, input_fired_time: 8.3466062546, output_fired_time: 7.5505652428, propagate_forward_time: 299.5612792969, propagate_backward_time: 466.1660766602, weight_update_time: 0.8125306368, other_time: 9.2704467773
epoch time: 62.1742820740s, input_fired_time: 1.0761579275, output_fired_time: 0.0000000000, propagate_forward_time: 59.4937019348, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6044235229
validation[          , genome 15109] predictions:    9906/  10000 (99.06%), best:    9895/10000 (98.95%), error:       341.02460, best error:       329.48978 on epoch:    80, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 787.9948120117s, input_fired_time: 8.4669513702, output_fired_time: 7.5246076584, propagate_forward_time: 298.1632080078, propagate_backward_time: 464.3530578613, weight_update_time: 0.8116700053, other_time: 9.4869689941
epoch time: 61.6736640930s, input_fired_time: 1.0800471306, output_fired_time: 0.0000000000, propagate_forward_time: 58.9737014771, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6199150085
validation[          , genome 15109] predictions:    9902/  10000 (99.02%), best:    9895/10000 (98.95%), error:       366.06995, best error:       329.48978 on epoch:    80, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 794.2102661133s, input_fired_time: 8.4384641647, output_fired_time: 7.6272134781, propagate_forward_time: 300.9093933105, propagate_backward_time: 468.0004272461, weight_update_time: 0.8054021001, other_time: 9.2347717285
epoch time: 62.4948310852s, input_fired_time: 1.0948057175, output_fired_time: 0.0000000000, propagate_forward_time: 59.8036537170, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5963706970
validation[          , genome 15109] predictions:    9907/  10000 (99.07%), best:    9907/10000 (99.07%), error:       329.32126, best error:       329.32126 on epoch:    91, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 791.7167968750s, input_fired_time: 8.3685045242, output_fired_time: 7.5429887772, propagate_forward_time: 299.3912353516, propagate_backward_time: 467.0692138672, weight_update_time: 0.8335658312, other_time: 9.3448486328
epoch time: 63.0934600830s, input_fired_time: 1.0852797031, output_fired_time: 0.0000000000, propagate_forward_time: 60.3261909485, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6819877625
validation[          , genome 15109] predictions:    9901/  10000 (99.01%), best:    9907/10000 (99.07%), error:       341.67200, best error:       329.32126 on epoch:    91, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 790.6990356445s, input_fired_time: 8.3851633072, output_fired_time: 7.5882091522, propagate_forward_time: 299.1965942383, propagate_backward_time: 466.2607421875, weight_update_time: 0.8172178864, other_time: 9.2683105469
epoch time: 61.9839439392s, input_fired_time: 1.0793856382, output_fired_time: 0.0000000000, propagate_forward_time: 59.2108306885, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6937294006
validation[          , genome 15109] predictions:    9903/  10000 (99.03%), best:    9907/10000 (99.07%), error:       336.53476, best error:       329.32126 on epoch:    91, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 789.8214721680s, input_fired_time: 8.5003700256, output_fired_time: 7.5820775032, propagate_forward_time: 298.8962402344, propagate_backward_time: 465.3568115234, weight_update_time: 0.8241366148, other_time: 9.4859619141
epoch time: 64.4768066406s, input_fired_time: 1.1069167852, output_fired_time: 0.0000000000, propagate_forward_time: 61.7256927490, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6441955566
validation[          , genome 15109] predictions:    9908/  10000 (99.08%), best:    9907/10000 (99.07%), error:       343.41022, best error:       329.32126 on epoch:    91, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 784.2935791016s, input_fired_time: 8.4393777847, output_fired_time: 7.5212306976, propagate_forward_time: 296.7591857910, propagate_backward_time: 462.1961059570, weight_update_time: 0.8118457198, other_time: 9.3776550293
epoch time: 62.2189712524s, input_fired_time: 1.0782166719, output_fired_time: 0.0000000000, propagate_forward_time: 59.5204849243, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6202697754
validation[          , genome 15109] predictions:    9898/  10000 (98.98%), best:    9907/10000 (99.07%), error:       350.09964, best error:       329.32126 on epoch:    91, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 792.9660034180s, input_fired_time: 8.4860401154, output_fired_time: 7.5558776855, propagate_forward_time: 300.1770629883, propagate_backward_time: 467.4133300781, weight_update_time: 0.8147463799, other_time: 9.3336791992
epoch time: 62.3121147156s, input_fired_time: 1.0898479223, output_fired_time: 0.0000000000, propagate_forward_time: 59.5853424072, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6369247437
validation[          , genome 15109] predictions:    9897/  10000 (98.97%), best:    9907/10000 (99.07%), error:       367.11813, best error:       329.32126 on epoch:    91, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 790.4238281250s, input_fired_time: 8.4840593338, output_fired_time: 7.6095528603, propagate_forward_time: 299.3455505371, propagate_backward_time: 465.5324096680, weight_update_time: 0.8163196445, other_time: 9.4522399902
epoch time: 63.2094192505s, input_fired_time: 1.0853881836, output_fired_time: 0.0000000000, propagate_forward_time: 60.4949340820, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6290969849
validation[          , genome 15109] predictions:    9889/  10000 (98.89%), best:    9907/10000 (99.07%), error:       371.89673, best error:       329.32126 on epoch:    91, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 783.8275756836s, input_fired_time: 8.3914451599, output_fired_time: 7.4939460754, propagate_forward_time: 296.6815490723, propagate_backward_time: 461.9322509766, weight_update_time: 0.8150608540, other_time: 9.3283996582
epoch time: 62.6749191284s, input_fired_time: 1.0773947239, output_fired_time: 0.0000000000, propagate_forward_time: 60.0182418823, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5792808533
validation[          , genome 15109] predictions:    9895/  10000 (98.95%), best:    9907/10000 (99.07%), error:       340.61816, best error:       329.32126 on epoch:    91, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 784.7457885742s, input_fired_time: 8.3869428635, output_fired_time: 7.5027551651, propagate_forward_time: 297.1072998047, propagate_backward_time: 462.3619384766, weight_update_time: 0.8115743399, other_time: 9.3868408203
epoch time: 62.3639144897s, input_fired_time: 1.0864005089, output_fired_time: 0.0000000000, propagate_forward_time: 59.6517524719, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6257629395
validation[          , genome 15109] predictions:    9905/  10000 (99.05%), best:    9907/10000 (99.07%), error:       340.56238, best error:       329.32126 on epoch:    91, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 790.5180053711s, input_fired_time: 8.4264802933, output_fired_time: 7.5688657761, propagate_forward_time: 299.1724853516, propagate_backward_time: 466.0204772949, weight_update_time: 0.8099831939, other_time: 9.3297424316
epoch time: 62.4397392273s, input_fired_time: 1.0603454113, output_fired_time: 0.0000000000, propagate_forward_time: 59.8283386230, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5510559082
validation[          , genome 15109] predictions:    9904/  10000 (99.04%), best:    9907/10000 (99.07%), error:       341.32983, best error:       329.32126 on epoch:    91, 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: 311.4799804688s, input_fired_time: 5.3959312439, output_fired_time: 0.0000000000, propagate_forward_time: 297.8676452637, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 8.2164001465
best training[          , genome 15109] predictions:   50000/  50000 (100.00%), best:    9907/10000 (99.07%), error:       106.39942, best error:       329.32126 on epoch:    91, 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: 62.9400138855s, input_fired_time: 1.0883994102, output_fired_time: 0.0000000000, propagate_forward_time: 60.2845268250, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5670890808
   testing[          , genome 15109] predictions:    9901/  10000 (99.01%), best:    9907/10000 (99.07%), error:       305.22519, best error:       329.32126 on epoch:    91, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
15:07:08 (6632): called boinc_finish(0)

</stderr_txt>
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