Nameexact_genome_1512568488_43_1231_1
Workunit2577457
Created6 Dec 2017, 18:38:46 UTC
Sent6 Dec 2017, 18:44:20 UTC
Report deadline10 Dec 2017, 14:05:24 UTC
Received7 Dec 2017, 21:32:07 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID65413
Run time1 hours 32 min 57 sec
CPU time1 hours 32 min 54 sec
Validate stateValid
Credit951.58
Device peak FLOPS3.77 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size148.92 MB
Peak swap size150.50 MB
Peak disk usage0.88 MB

Stderr output

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

epoch time: 44.2741050720s, input_fired_time: 0.4454835951, output_fired_time: 0.2839412391, propagate_forward_time: 17.7230300903, propagate_backward_time: 24.2031116486, weight_update_time: 0.0612180941, other_time: 1.6185398102
epoch time: 4.0575757027s, input_fired_time: 0.0494111069, output_fired_time: 0.0000000000, propagate_forward_time: 3.7268059254, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2813584805
validation[          , genome  1231] predictions:    9227/  10000 (92.27%), best:    9215/10000 (92.15%), error:      2585.22583, best error:      2558.03076 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 49.2209815979s, input_fired_time: 0.4668210745, output_fired_time: 0.3109740913, propagate_forward_time: 19.8683013916, propagate_backward_time: 26.8686027527, weight_update_time: 0.0672208071, other_time: 1.7062835693
epoch time: 5.6820201874s, input_fired_time: 0.0681519434, output_fired_time: 0.0000000000, propagate_forward_time: 5.2395372391, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3743309975
validation[          , genome  1231] predictions:    9254/  10000 (92.54%), best:    9254/10000 (92.54%), error:      2527.48511, best error:      2527.48511 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 48.1206779480s, input_fired_time: 0.4616961777, output_fired_time: 0.3050319552, propagate_forward_time: 19.3971328735, propagate_backward_time: 26.2880191803, weight_update_time: 0.0655108169, other_time: 1.6687984467
epoch time: 5.2505235672s, input_fired_time: 0.0614715293, output_fired_time: 0.0000000000, propagate_forward_time: 4.8416194916, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3474326134
validation[          , genome  1231] predictions:    9241/  10000 (92.41%), best:    9254/10000 (92.54%), error:      2546.97095, best error:      2527.48511 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 49.7764625549s, input_fired_time: 0.4745886624, output_fired_time: 0.3141705990, propagate_forward_time: 20.1414241791, propagate_backward_time: 27.1119289398, weight_update_time: 0.0674415529, other_time: 1.7343482971
epoch time: 3.8713178635s, input_fired_time: 0.0483904555, output_fired_time: 0.0000000000, propagate_forward_time: 3.5552775860, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2676498890
validation[          , genome  1231] predictions:    9241/  10000 (92.41%), best:    9254/10000 (92.54%), error:      2569.60767, best error:      2527.48511 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 44.0184249878s, input_fired_time: 0.4420312345, output_fired_time: 0.2836819887, propagate_forward_time: 17.6001186371, propagate_backward_time: 24.1072216034, weight_update_time: 0.0605853759, other_time: 1.5853691101
epoch time: 3.9447469711s, input_fired_time: 0.0493708029, output_fired_time: 0.0000000000, propagate_forward_time: 3.6234650612, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2719111443
validation[          , genome  1231] predictions:    9256/  10000 (92.56%), best:    9256/10000 (92.56%), error:      2517.84766, best error:      2517.84766 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 51.8545188904s, input_fired_time: 0.4762653410, output_fired_time: 0.3292435408, propagate_forward_time: 20.9500522614, propagate_backward_time: 28.3788185120, weight_update_time: 0.0689308643, other_time: 1.7201404572
epoch time: 5.1384892464s, input_fired_time: 0.0589616597, output_fired_time: 0.0000000000, propagate_forward_time: 4.7428693771, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3366580009
validation[          , genome  1231] predictions:    9267/  10000 (92.67%), best:    9267/10000 (92.67%), error:      2476.51636, best error:      2476.51636 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 51.4317703247s, input_fired_time: 0.4822572768, output_fired_time: 0.3216055930, propagate_forward_time: 20.8194026947, propagate_backward_time: 28.0766315460, weight_update_time: 0.0691023991, other_time: 1.7318725586
epoch time: 3.7765150070s, input_fired_time: 0.0493549220, output_fired_time: 0.0000000000, propagate_forward_time: 3.4585547447, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2686052322
validation[          , genome  1231] predictions:    9264/  10000 (92.64%), best:    9264/10000 (92.64%), error:      2465.52344, best error:      2465.52344 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 46.0349388123s, input_fired_time: 0.4497243166, output_fired_time: 0.2944964170, propagate_forward_time: 18.5848369598, propagate_backward_time: 25.1109409332, weight_update_time: 0.0630430281, other_time: 1.5949401855
epoch time: 5.6317658424s, input_fired_time: 0.0652435198, output_fired_time: 0.0000000000, propagate_forward_time: 5.2001500130, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3663721085
validation[          , genome  1231] predictions:    9246/  10000 (92.46%), best:    9264/10000 (92.64%), error:      2517.12231, best error:      2465.52344 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 51.7222938538s, input_fired_time: 0.4814151227, output_fired_time: 0.3249006867, propagate_forward_time: 20.9284572601, propagate_backward_time: 28.2323112488, weight_update_time: 0.0696422830, other_time: 1.7552089691
epoch time: 5.6835117340s, input_fired_time: 0.0658489689, output_fired_time: 0.0000000000, propagate_forward_time: 5.2474346161, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3702282906
validation[          , genome  1231] predictions:    9256/  10000 (92.56%), best:    9256/10000 (92.56%), error:      2450.85425, best error:      2450.85425 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 53.3977165222s, input_fired_time: 0.4883872271, output_fired_time: 0.3357276917, propagate_forward_time: 21.6470546722, propagate_backward_time: 29.1449623108, weight_update_time: 0.0714816451, other_time: 1.7815837860
epoch time: 5.1041827202s, input_fired_time: 0.0604489781, output_fired_time: 0.0000000000, propagate_forward_time: 4.7034792900, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3402543068
validation[          , genome  1231] predictions:    9249/  10000 (92.49%), best:    9256/10000 (92.56%), error:      2487.11157, best error:      2450.85425 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 46.6467628479s, input_fired_time: 0.4568234384, output_fired_time: 0.2984530926, propagate_forward_time: 18.7420120239, propagate_backward_time: 25.4924755096, weight_update_time: 0.0650844947, other_time: 1.6569957733
epoch time: 3.9482223988s, input_fired_time: 0.0498175472, output_fired_time: 0.0000000000, propagate_forward_time: 3.6212525368, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2771522999
validation[          , genome  1231] predictions:    9294/  10000 (92.94%), best:    9294/10000 (92.94%), error:      2407.28101, best error:      2407.28101 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 49.5215492249s, input_fired_time: 0.4683206677, output_fired_time: 0.3127424717, propagate_forward_time: 20.0165348053, propagate_backward_time: 27.0292091370, weight_update_time: 0.0672679916, other_time: 1.6947422028
epoch time: 4.0546016693s, input_fired_time: 0.0527047515, output_fired_time: 0.0000000000, propagate_forward_time: 3.7122564316, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2896404266
validation[          , genome  1231] predictions:    9265/  10000 (92.65%), best:    9294/10000 (92.94%), error:      2449.24976, best error:      2407.28101 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 50.2380142212s, input_fired_time: 0.4714336395, output_fired_time: 0.3168697059, propagate_forward_time: 20.3034934998, propagate_backward_time: 27.4323425293, weight_update_time: 0.0682451874, other_time: 1.7138748169
epoch time: 3.7538480759s, input_fired_time: 0.0472898446, output_fired_time: 0.0000000000, propagate_forward_time: 3.4444284439, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2621297836
validation[          , genome  1231] predictions:    9286/  10000 (92.86%), best:    9294/10000 (92.94%), error:      2447.68140, best error:      2407.28101 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 52.3687362671s, input_fired_time: 0.4732427299, output_fired_time: 0.3269301057, propagate_forward_time: 21.2882347107, propagate_backward_time: 28.5815792084, weight_update_time: 0.0689762682, other_time: 1.6987476349
epoch time: 4.0850734711s, input_fired_time: 0.0484000072, output_fired_time: 0.0000000000, propagate_forward_time: 3.7615315914, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2751419544
validation[          , genome  1231] predictions:    9253/  10000 (92.53%), best:    9294/10000 (92.94%), error:      2438.08203, best error:      2407.28101 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 49.8311996460s, input_fired_time: 0.4582566321, output_fired_time: 0.3145681918, propagate_forward_time: 20.1706542969, propagate_backward_time: 27.2671871185, weight_update_time: 0.0656260252, other_time: 1.6205348969
epoch time: 5.6470012665s, input_fired_time: 0.0631879419, output_fired_time: 0.0000000000, propagate_forward_time: 5.2172155380, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3665976524
validation[          , genome  1231] predictions:    9260/  10000 (92.60%), best:    9294/10000 (92.94%), error:      2438.69971, best error:      2407.28101 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 45.1064720154s, input_fired_time: 0.4445270002, output_fired_time: 0.2914560735, propagate_forward_time: 18.0868511200, propagate_backward_time: 24.6799888611, weight_update_time: 0.0622008592, other_time: 1.6036510468
epoch time: 4.0748829842s, input_fired_time: 0.0515330620, output_fired_time: 0.0000000000, propagate_forward_time: 3.7399518490, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2833979130
validation[          , genome  1231] predictions:    9264/  10000 (92.64%), best:    9294/10000 (92.94%), error:      2423.16895, best error:      2407.28101 on epoch:    24, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 47.1985740662s, input_fired_time: 0.4546107650, output_fired_time: 0.2996553481, propagate_forward_time: 19.0046176910, propagate_backward_time: 25.7618370056, weight_update_time: 0.0640174896, other_time: 1.6778545380
epoch time: 3.8892521858s, input_fired_time: 0.0488875024, output_fired_time: 0.0000000000, propagate_forward_time: 3.5705296993, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2698349953
validation[          , genome  1231] predictions:    9264/  10000 (92.64%), best:    9294/10000 (92.94%), error:      2415.56860, best error:      2407.28101 on epoch:    24, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 46.4538002014s, input_fired_time: 0.4514063597, output_fired_time: 0.2962715924, propagate_forward_time: 18.6699924469, propagate_backward_time: 25.3789215088, weight_update_time: 0.0630794913, other_time: 1.6572093964
epoch time: 3.8089010715s, input_fired_time: 0.0476824343, output_fired_time: 0.0000000000, propagate_forward_time: 3.4959714413, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2652471066
validation[          , genome  1231] predictions:    9259/  10000 (92.59%), best:    9294/10000 (92.94%), error:      2473.66602, best error:      2407.28101 on epoch:    24, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 47.0889854431s, input_fired_time: 0.4633358121, output_fired_time: 0.3008059561, propagate_forward_time: 18.9572029114, propagate_backward_time: 25.7163066864, weight_update_time: 0.0639457852, other_time: 1.6513347626
epoch time: 3.8518407345s, input_fired_time: 0.0479316786, output_fired_time: 0.0000000000, propagate_forward_time: 3.5322706699, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2716383934
validation[          , genome  1231] predictions:    9292/  10000 (92.92%), best:    9292/10000 (92.92%), error:      2401.30151, best error:      2401.30151 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 45.7293739319s, input_fired_time: 0.4484638870, output_fired_time: 0.2954246998, propagate_forward_time: 18.3807430267, propagate_backward_time: 24.9968090057, weight_update_time: 0.0622995943, other_time: 1.6079330444
epoch time: 3.9928414822s, input_fired_time: 0.0505485907, output_fired_time: 0.0000000000, propagate_forward_time: 3.6646320820, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2776608467
validation[          , genome  1231] predictions:    9272/  10000 (92.72%), best:    9292/10000 (92.92%), error:      2437.66504, best error:      2401.30151 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 44.2989349365s, input_fired_time: 0.4431764781, output_fired_time: 0.2883884311, propagate_forward_time: 17.7533760071, propagate_backward_time: 24.2404003143, weight_update_time: 0.0608085580, other_time: 1.5735950470
epoch time: 3.8326334953s, input_fired_time: 0.0481885821, output_fired_time: 0.0000000000, propagate_forward_time: 3.5162613392, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2681834698
validation[          , genome  1231] predictions:    9243/  10000 (92.43%), best:    9292/10000 (92.92%), error:      2436.21753, best error:      2401.30151 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 45.0543098450s, input_fired_time: 0.4522566497, output_fired_time: 0.2900962234, propagate_forward_time: 18.0796089172, propagate_backward_time: 24.6160697937, weight_update_time: 0.0612068735, other_time: 1.6162796021
epoch time: 3.9136743546s, input_fired_time: 0.0497353598, output_fired_time: 0.0000000000, propagate_forward_time: 3.5914218426, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2725172043
validation[          , genome  1231] predictions:    9270/  10000 (92.70%), best:    9270/10000 (92.70%), error:      2383.48438, best error:      2383.48438 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 44.0752639771s, input_fired_time: 0.4422036111, output_fired_time: 0.2850974798, propagate_forward_time: 17.6716289520, propagate_backward_time: 24.1027374268, weight_update_time: 0.0613377504, other_time: 1.5735950470
epoch time: 3.7388868332s, input_fired_time: 0.0480193831, output_fired_time: 0.0000000000, propagate_forward_time: 3.4259498119, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2649176121
validation[          , genome  1231] predictions:    9271/  10000 (92.71%), best:    9271/10000 (92.71%), error:      2382.05054, best error:      2382.05054 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 45.2405204773s, input_fired_time: 0.4512335062, output_fired_time: 0.2917643487, propagate_forward_time: 18.1284523010, propagate_backward_time: 24.7634906769, weight_update_time: 0.0625113100, other_time: 1.6055812836
epoch time: 3.8944849968s, input_fired_time: 0.0499998331, output_fired_time: 0.0000000000, propagate_forward_time: 3.5716929436, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2727923393
validation[          , genome  1231] predictions:    9282/  10000 (92.82%), best:    9271/10000 (92.71%), error:      2411.04028, best error:      2382.05054 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 45.3876991272s, input_fired_time: 0.4517164826, output_fired_time: 0.2921507061, propagate_forward_time: 18.2893257141, propagate_backward_time: 24.7318611145, weight_update_time: 0.0627125353, other_time: 1.6226425171
epoch time: 3.7938585281s, input_fired_time: 0.0509393625, output_fired_time: 0.0000000000, propagate_forward_time: 3.4681639671, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2747552395
validation[          , genome  1231] predictions:    9256/  10000 (92.56%), best:    9271/10000 (92.71%), error:      2406.92188, best error:      2382.05054 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 44.0999984741s, input_fired_time: 0.4434354603, output_fired_time: 0.2850719392, propagate_forward_time: 17.6683330536, propagate_backward_time: 24.1411094666, weight_update_time: 0.0612227917, other_time: 1.5620479584
epoch time: 3.8645827770s, input_fired_time: 0.0497533418, output_fired_time: 0.0000000000, propagate_forward_time: 3.5464222431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2684071064
validation[          , genome  1231] predictions:    9263/  10000 (92.63%), best:    9263/10000 (92.63%), error:      2363.19629, best error:      2363.19629 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 44.5082626343s, input_fired_time: 0.4453327954, output_fired_time: 0.2875156403, propagate_forward_time: 17.7947750092, propagate_backward_time: 24.4191207886, weight_update_time: 0.0611638464, other_time: 1.5615177155
epoch time: 3.8358514309s, input_fired_time: 0.0489033349, output_fired_time: 0.0000000000, propagate_forward_time: 3.5187792778, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2681689262
validation[          , genome  1231] predictions:    9270/  10000 (92.70%), best:    9263/10000 (92.63%), error:      2425.59351, best error:      2363.19629 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 52.6906204224s, input_fired_time: 0.4905874431, output_fired_time: 0.3303005993, propagate_forward_time: 21.4419345856, propagate_backward_time: 28.6507873535, weight_update_time: 0.0711660907, other_time: 1.7770099640
epoch time: 3.9074385166s, input_fired_time: 0.0510228239, output_fired_time: 0.0000000000, propagate_forward_time: 3.5786554813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2777602673
validation[          , genome  1231] predictions:    9298/  10000 (92.98%), best:    9263/10000 (92.63%), error:      2367.25122, best error:      2363.19629 on epoch:    39, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 44.4002304077s, input_fired_time: 0.4505120516, output_fired_time: 0.2859054506, propagate_forward_time: 17.7747001648, propagate_backward_time: 24.3011875153, weight_update_time: 0.0621101372, other_time: 1.5879268646
epoch time: 3.8572285175s, input_fired_time: 0.0502814986, output_fired_time: 0.0000000000, propagate_forward_time: 3.5358302593, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2711167336
validation[          , genome  1231] predictions:    9259/  10000 (92.59%), best:    9263/10000 (92.63%), error:      2491.12744, best error:      2363.19629 on epoch:    39, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 45.2703552246s, input_fired_time: 0.4588747621, output_fired_time: 0.2926168740, propagate_forward_time: 18.1640796661, propagate_backward_time: 24.7358016968, weight_update_time: 0.0629772022, other_time: 1.6189823151
epoch time: 3.7882149220s, input_fired_time: 0.0489611514, output_fired_time: 0.0000000000, propagate_forward_time: 3.4725246429, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2667291164
validation[          , genome  1231] predictions:    9297/  10000 (92.97%), best:    9297/10000 (92.97%), error:      2342.82568, best error:      2342.82568 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 55.4295005798s, input_fired_time: 0.5104539990, output_fired_time: 0.3436762989, propagate_forward_time: 22.5457515717, propagate_backward_time: 30.1727180481, weight_update_time: 0.0746863559, other_time: 1.8568992615
epoch time: 4.0192241669s, input_fired_time: 0.0516506582, output_fired_time: 0.0000000000, propagate_forward_time: 3.6876797676, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2798936367
validation[          , genome  1231] predictions:    9298/  10000 (92.98%), best:    9297/10000 (92.97%), error:      2345.73999, best error:      2342.82568 on epoch:    43, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 45.9484786987s, input_fired_time: 0.4581741095, output_fired_time: 0.2940278947, propagate_forward_time: 18.4402294159, propagate_backward_time: 25.1205215454, weight_update_time: 0.0638341233, other_time: 1.6355228424
epoch time: 4.0008020401s, input_fired_time: 0.0541089401, output_fired_time: 0.0000000000, propagate_forward_time: 3.6576516628, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2890415192
validation[          , genome  1231] predictions:    9283/  10000 (92.83%), best:    9297/10000 (92.97%), error:      2360.56934, best error:      2342.82568 on epoch:    43, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 55.6175918579s, input_fired_time: 0.5282747149, output_fired_time: 0.3449552059, propagate_forward_time: 22.6410064697, propagate_backward_time: 30.2479190826, weight_update_time: 0.0745448321, other_time: 1.8554363251
epoch time: 5.6994819641s, input_fired_time: 0.0675756410, output_fired_time: 0.0000000000, propagate_forward_time: 5.2615914345, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3703150749
validation[          , genome  1231] predictions:    9293/  10000 (92.93%), best:    9293/10000 (92.93%), error:      2330.86157, best error:      2330.86157 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 57.4218864441s, input_fired_time: 0.5204772949, output_fired_time: 0.3535642028, propagate_forward_time: 23.3540039062, propagate_backward_time: 31.2734260559, weight_update_time: 0.0767037198, other_time: 1.9204139709
epoch time: 3.9653267860s, input_fired_time: 0.0528467894, output_fired_time: 0.0000000000, propagate_forward_time: 3.6269302368, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2855496407
validation[          , genome  1231] predictions:    9296/  10000 (92.96%), best:    9293/10000 (92.93%), error:      2335.46899, best error:      2330.86157 on epoch:    46, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 52.1218299866s, input_fired_time: 0.4888728857, output_fired_time: 0.3260022402, propagate_forward_time: 21.1844654083, propagate_backward_time: 28.3964881897, weight_update_time: 0.0691487938, other_time: 1.7259998322
epoch time: 5.5188322067s, input_fired_time: 0.0671764687, output_fired_time: 0.0000000000, propagate_forward_time: 5.0843863487, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3672695160
validation[          , genome  1231] predictions:    9286/  10000 (92.86%), best:    9293/10000 (92.93%), error:      2338.35449, best error:      2330.86157 on epoch:    46, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 55.7597084045s, input_fired_time: 0.5004284978, output_fired_time: 0.3450464606, propagate_forward_time: 22.7030925751, propagate_backward_time: 30.4176540375, weight_update_time: 0.0728003681, other_time: 1.7934894562
epoch time: 3.9493746758s, input_fired_time: 0.0519749895, output_fired_time: 0.0000000000, propagate_forward_time: 3.6135220528, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2838776112
validation[          , genome  1231] predictions:    9298/  10000 (92.98%), best:    9293/10000 (92.93%), error:      2364.13525, best error:      2330.86157 on epoch:    46, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 55.6917915344s, input_fired_time: 0.5070409775, output_fired_time: 0.3445650637, propagate_forward_time: 22.6364440918, propagate_backward_time: 30.3665103912, weight_update_time: 0.0745338276, other_time: 1.8372287750
epoch time: 5.6532211304s, input_fired_time: 0.0645422488, output_fired_time: 0.0000000000, propagate_forward_time: 5.2274169922, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3612618446
validation[          , genome  1231] predictions:    9295/  10000 (92.95%), best:    9295/10000 (92.95%), error:      2325.95972, best error:      2325.95972 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 62.1524200439s, input_fired_time: 0.5411942601, output_fired_time: 0.3803644776, propagate_forward_time: 25.4851760864, propagate_backward_time: 33.7529907227, weight_update_time: 0.0813640505, other_time: 1.9926948547
epoch time: 5.4296278954s, input_fired_time: 0.0651421994, output_fired_time: 0.0000000000, propagate_forward_time: 5.0077705383, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3567152023
validation[          , genome  1231] predictions:    9301/  10000 (93.01%), best:    9301/10000 (93.01%), error:      2315.62354, best error:      2315.62354 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 55.7620124817s, input_fired_time: 0.5084320307, output_fired_time: 0.3452306092, propagate_forward_time: 22.7110347748, propagate_backward_time: 30.3665142059, weight_update_time: 0.0742406324, other_time: 1.8308048248
epoch time: 3.7973873615s, input_fired_time: 0.0489086583, output_fired_time: 0.0000000000, propagate_forward_time: 3.4848697186, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2636089325
validation[          , genome  1231] predictions:    9292/  10000 (92.92%), best:    9301/10000 (93.01%), error:      2325.84448, best error:      2315.62354 on epoch:    51, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 50.5530014038s, input_fired_time: 0.4777724743, output_fired_time: 0.3191755414, propagate_forward_time: 20.4819622040, propagate_backward_time: 27.5647563934, weight_update_time: 0.0680735037, other_time: 1.7093353271
epoch time: 3.8960249424s, input_fired_time: 0.0511323810, output_fired_time: 0.0000000000, propagate_forward_time: 3.5704326630, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2744598389
validation[          , genome  1231] predictions:    9288/  10000 (92.88%), best:    9301/10000 (93.01%), error:      2337.63452, best error:      2315.62354 on epoch:    51, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 51.0366744995s, input_fired_time: 0.4753455222, output_fired_time: 0.3214070797, propagate_forward_time: 20.6801185608, propagate_backward_time: 27.8818016052, weight_update_time: 0.0667775124, other_time: 1.6780014038
epoch time: 4.3214941025s, input_fired_time: 0.0526372939, output_fired_time: 0.0000000000, propagate_forward_time: 3.9831066132, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2857503891
validation[          , genome  1231] predictions:    9302/  10000 (93.02%), best:    9302/10000 (93.02%), error:      2307.74438, best error:      2307.74438 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 49.2343750000s, input_fired_time: 0.4658516943, output_fired_time: 0.3103922307, propagate_forward_time: 19.9541797638, propagate_backward_time: 26.8742942810, weight_update_time: 0.0640891343, other_time: 1.6296596527
epoch time: 5.1539568901s, input_fired_time: 0.0614632145, output_fired_time: 0.0000000000, propagate_forward_time: 4.7546119690, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3378815651
validation[          , genome  1231] predictions:    9309/  10000 (93.09%), best:    9302/10000 (93.02%), error:      2311.53369, best error:      2307.74438 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 53.8707046509s, input_fired_time: 0.4921387434, output_fired_time: 0.3351476192, propagate_forward_time: 21.9363269806, propagate_backward_time: 29.3365478516, weight_update_time: 0.0706219673, other_time: 1.7705440521
epoch time: 3.8217632771s, input_fired_time: 0.0484578758, output_fired_time: 0.0000000000, propagate_forward_time: 3.5055174828, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2677879333
validation[          , genome  1231] predictions:    9294/  10000 (92.94%), best:    9302/10000 (93.02%), error:      2341.59155, best error:      2307.74438 on epoch:    54, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 58.2409095764s, input_fired_time: 0.5156946778, output_fired_time: 0.3584517837, propagate_forward_time: 23.7478427887, propagate_backward_time: 31.7433853149, weight_update_time: 0.0761294663, other_time: 1.8755340576
epoch time: 4.5831589699s, input_fired_time: 0.0570838600, output_fired_time: 0.0000000000, propagate_forward_time: 4.2240757942, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3019990921
validation[          , genome  1231] predictions:    9303/  10000 (93.03%), best:    9303/10000 (93.03%), error:      2307.59204, best error:      2307.59204 on epoch:    57, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 59.9001960754s, input_fired_time: 0.5254245996, output_fired_time: 0.3737064898, propagate_forward_time: 24.4762706757, propagate_backward_time: 32.6042404175, weight_update_time: 0.0783588141, other_time: 1.9205551147
epoch time: 4.4001021385s, input_fired_time: 0.0535783619, output_fired_time: 0.0000000000, propagate_forward_time: 4.0485086441, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2980151176
validation[          , genome  1231] predictions:    9306/  10000 (93.06%), best:    9303/10000 (93.03%), error:      2314.01904, best error:      2307.59204 on epoch:    57, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 52.3039703369s, input_fired_time: 0.4931570590, output_fired_time: 0.3265748620, propagate_forward_time: 21.2214756012, propagate_backward_time: 28.5256824493, weight_update_time: 0.0689191297, other_time: 1.7370796204
epoch time: 4.3136801720s, input_fired_time: 0.0520976447, output_fired_time: 0.0000000000, propagate_forward_time: 3.9706377983, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2909445763
validation[          , genome  1231] predictions:    9290/  10000 (92.90%), best:    9303/10000 (93.03%), error:      2390.38086, best error:      2307.59204 on epoch:    57, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 49.4493560791s, input_fired_time: 0.4658752382, output_fired_time: 0.3131052256, propagate_forward_time: 19.9559211731, propagate_backward_time: 27.0820789337, weight_update_time: 0.0652453080, other_time: 1.6323757172
epoch time: 4.1138463020s, input_fired_time: 0.0513153896, output_fired_time: 0.0000000000, propagate_forward_time: 3.7828464508, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2796845436
validation[          , genome  1231] predictions:    9302/  10000 (93.02%), best:    9303/10000 (93.03%), error:      2338.75415, best error:      2307.59204 on epoch:    57, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 50.1361846924s, input_fired_time: 0.4734862149, output_fired_time: 0.3228682578, propagate_forward_time: 20.3168640137, propagate_backward_time: 27.3662662506, weight_update_time: 0.0660403147, other_time: 1.6566982269
epoch time: 5.1010017395s, input_fired_time: 0.0610786043, output_fired_time: 0.0000000000, propagate_forward_time: 4.7048182487, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3351049423
validation[          , genome  1231] predictions:    9293/  10000 (92.93%), best:    9303/10000 (93.03%), error:      2321.27808, best error:      2307.59204 on epoch:    57, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 54.8614692688s, input_fired_time: 0.5068560839, output_fired_time: 0.3401430845, propagate_forward_time: 22.3050651550, propagate_backward_time: 29.8767776489, weight_update_time: 0.0735186040, other_time: 1.8326301575
epoch time: 4.2988362312s, input_fired_time: 0.0531749353, output_fired_time: 0.0000000000, propagate_forward_time: 3.9570386410, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2886226177
validation[          , genome  1231] predictions:    9301/  10000 (93.01%), best:    9301/10000 (93.01%), error:      2306.04370, best error:      2306.04370 on epoch:    62, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 49.5512046814s, input_fired_time: 0.4716201425, output_fired_time: 0.3130746186, propagate_forward_time: 20.0764465332, propagate_backward_time: 27.0720176697, weight_update_time: 0.0650594011, other_time: 1.6180458069
epoch time: 4.3245525360s, input_fired_time: 0.0532186925, output_fired_time: 0.0000000000, propagate_forward_time: 3.9797155857, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2916181087
validation[          , genome  1231] predictions:    9300/  10000 (93.00%), best:    9300/10000 (93.00%), error:      2301.19189, best error:      2301.19189 on epoch:    63, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 48.6917762756s, input_fired_time: 0.4649127424, output_fired_time: 0.3080661297, propagate_forward_time: 19.6699390411, propagate_backward_time: 26.6526851654, weight_update_time: 0.0641244799, other_time: 1.5961723328
epoch time: 4.2145776749s, input_fired_time: 0.0525386445, output_fired_time: 0.0000000000, propagate_forward_time: 3.8762428761, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2857959270
validation[          , genome  1231] predictions:    9304/  10000 (93.04%), best:    9300/10000 (93.00%), error:      2324.54956, best error:      2301.19189 on epoch:    63, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 52.0939254761s, input_fired_time: 0.4920798838, output_fired_time: 0.3266681731, propagate_forward_time: 21.0541152954, propagate_backward_time: 28.4647922516, weight_update_time: 0.0702377409, other_time: 1.7562694550
epoch time: 5.6963157654s, input_fired_time: 0.0691877604, output_fired_time: 0.0000000000, propagate_forward_time: 5.2576503754, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3694777489
validation[          , genome  1231] predictions:    9316/  10000 (93.16%), best:    9316/10000 (93.16%), error:      2291.98657, best error:      2291.98657 on epoch:    65, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 60.6896324158s, input_fired_time: 0.5380175114, output_fired_time: 0.3715015352, propagate_forward_time: 24.8182106018, propagate_backward_time: 32.9996147156, weight_update_time: 0.0800278112, other_time: 1.9622879028
epoch time: 4.0778126717s, input_fired_time: 0.0553590953, output_fired_time: 0.0000000000, propagate_forward_time: 3.7279570103, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2944967747
validation[          , genome  1231] predictions:    9288/  10000 (92.88%), best:    9316/10000 (93.16%), error:      2398.28296, best error:      2291.98657 on epoch:    65, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 47.9570732117s, input_fired_time: 0.4735890925, output_fired_time: 0.3059369624, propagate_forward_time: 19.3478908539, propagate_backward_time: 26.1723461151, weight_update_time: 0.0656204149, other_time: 1.6573066711
epoch time: 5.6473555565s, input_fired_time: 0.0681109726, output_fired_time: 0.0000000000, propagate_forward_time: 5.2103290558, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3689155579
validation[          , genome  1231] predictions:    9295/  10000 (92.95%), best:    9316/10000 (93.16%), error:      2380.69629, best error:      2291.98657 on epoch:    65, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 59.2453384399s, input_fired_time: 0.5276389122, output_fired_time: 0.3642494082, propagate_forward_time: 24.2028102875, propagate_backward_time: 32.2526054382, weight_update_time: 0.0769637376, other_time: 1.8980369568
epoch time: 4.1240401268s, input_fired_time: 0.0529289916, output_fired_time: 0.0000000000, propagate_forward_time: 3.7872912884, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2838199139
validation[          , genome  1231] predictions:    9310/  10000 (93.10%), best:    9316/10000 (93.16%), error:      2306.65430, best error:      2291.98657 on epoch:    65, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 50.0397377014s, input_fired_time: 0.4831801355, output_fired_time: 0.3135804534, propagate_forward_time: 20.2381286621, propagate_backward_time: 27.2995281219, weight_update_time: 0.0679279417, other_time: 1.7053203583
epoch time: 3.8367371559s, input_fired_time: 0.0501213335, output_fired_time: 0.0000000000, propagate_forward_time: 3.5185885429, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2680273056
validation[          , genome  1231] predictions:    9302/  10000 (93.02%), best:    9316/10000 (93.16%), error:      2328.89282, best error:      2291.98657 on epoch:    65, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 46.1887550354s, input_fired_time: 0.4654155374, output_fired_time: 0.2952345908, propagate_forward_time: 18.5254707336, propagate_backward_time: 25.2670478821, weight_update_time: 0.0640220270, other_time: 1.6355857849
epoch time: 3.8991549015s, input_fired_time: 0.0513850711, output_fired_time: 0.0000000000, propagate_forward_time: 3.5774374008, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2703323364
validation[          , genome  1231] predictions:    9316/  10000 (93.16%), best:    9316/10000 (93.16%), error:      2295.23267, best error:      2291.98657 on epoch:    65, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 58.0500183105s, input_fired_time: 0.5194941163, output_fired_time: 0.3600456417, propagate_forward_time: 23.7224540710, propagate_backward_time: 31.5933723450, weight_update_time: 0.0756095424, other_time: 1.8546524048
epoch time: 5.6706867218s, input_fired_time: 0.0659505725, output_fired_time: 0.0000000000, propagate_forward_time: 5.2416691780, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3630671501
validation[          , genome  1231] predictions:    9301/  10000 (93.01%), best:    9316/10000 (93.16%), error:      2318.33521, best error:      2291.98657 on epoch:    65, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 57.6087760925s, input_fired_time: 0.5204634666, output_fired_time: 0.3549793959, propagate_forward_time: 23.5187606812, propagate_backward_time: 31.3594360352, weight_update_time: 0.0755261555, other_time: 1.8551368713
epoch time: 5.6276454926s, input_fired_time: 0.0668389872, output_fired_time: 0.0000000000, propagate_forward_time: 5.1983880997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3624181747
validation[          , genome  1231] predictions:    9315/  10000 (93.15%), best:    9316/10000 (93.16%), error:      2298.63794, best error:      2291.98657 on epoch:    65, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 55.2244758606s, input_fired_time: 0.5107715726, output_fired_time: 0.3426641822, propagate_forward_time: 22.4852046967, propagate_backward_time: 30.0510082245, weight_update_time: 0.0736793578, other_time: 1.8348274231
epoch time: 3.8978285789s, input_fired_time: 0.0510747358, output_fired_time: 0.0000000000, propagate_forward_time: 3.5760390759, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2707147598
validation[          , genome  1231] predictions:    9284/  10000 (92.84%), best:    9316/10000 (93.16%), error:      2320.11938, best error:      2291.98657 on epoch:    65, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 45.3253555298s, input_fired_time: 0.4591685236, output_fired_time: 0.2891182899, propagate_forward_time: 18.2283668518, propagate_backward_time: 24.7474269867, weight_update_time: 0.0627678558, other_time: 1.6012744904
epoch time: 3.9438207150s, input_fired_time: 0.0511288680, output_fired_time: 0.0000000000, propagate_forward_time: 3.6210236549, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2716681957
validation[          , genome  1231] predictions:    9284/  10000 (92.84%), best:    9316/10000 (93.16%), error:      2317.84912, best error:      2291.98657 on epoch:    65, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 45.3009414673s, input_fired_time: 0.4594728351, output_fired_time: 0.2911074758, propagate_forward_time: 18.2153415680, propagate_backward_time: 24.7531566620, weight_update_time: 0.0624065027, other_time: 1.5818634033
epoch time: 4.0517106056s, input_fired_time: 0.0548696890, output_fired_time: 0.0000000000, propagate_forward_time: 3.7143428326, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2824981213
validation[          , genome  1231] predictions:    9302/  10000 (93.02%), best:    9316/10000 (93.16%), error:      2292.21411, best error:      2291.98657 on epoch:    65, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 53.3908653259s, input_fired_time: 0.5006262064, output_fired_time: 0.3338153958, propagate_forward_time: 21.6618328094, propagate_backward_time: 29.1208610535, weight_update_time: 0.0713886544, other_time: 1.7737293243
epoch time: 3.8080337048s, input_fired_time: 0.0503677651, output_fired_time: 0.0000000000, propagate_forward_time: 3.4955649376, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2621009350
validation[          , genome  1231] predictions:    9308/  10000 (93.08%), best:    9316/10000 (93.16%), error:      2304.59448, best error:      2291.98657 on epoch:    65, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 56.4210548401s, input_fired_time: 0.5119619966, output_fired_time: 0.3490434885, propagate_forward_time: 22.9931869507, propagate_backward_time: 30.7358894348, weight_update_time: 0.0737327039, other_time: 1.8309707642
epoch time: 5.2195506096s, input_fired_time: 0.0615553111, output_fired_time: 0.0000000000, propagate_forward_time: 4.8195014000, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3384938240
validation[          , genome  1231] predictions:    9303/  10000 (93.03%), best:    9316/10000 (93.16%), error:      2312.09692, best error:      2291.98657 on epoch:    65, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 54.7723464966s, input_fired_time: 0.5104010701, output_fired_time: 0.3413184881, propagate_forward_time: 22.2496051788, propagate_backward_time: 29.8661804199, weight_update_time: 0.0716565028, other_time: 1.8048381805
epoch time: 4.3664112091s, input_fired_time: 0.0552467927, output_fired_time: 0.0000000000, propagate_forward_time: 4.0167775154, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2943868637
validation[          , genome  1231] predictions:    9303/  10000 (93.03%), best:    9303/10000 (93.03%), error:      2288.79590, best error:      2288.79590 on epoch:    78, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 49.3537330627s, input_fired_time: 0.4723803103, output_fired_time: 0.3124944568, propagate_forward_time: 19.8683624268, propagate_backward_time: 27.0368537903, weight_update_time: 0.0649898201, other_time: 1.6636390686
epoch time: 4.2475919724s, input_fired_time: 0.0530756675, output_fired_time: 0.0000000000, propagate_forward_time: 3.9035866261, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2909295559
validation[          , genome  1231] predictions:    9305/  10000 (93.05%), best:    9303/10000 (93.03%), error:      2342.71240, best error:      2288.79590 on epoch:    78, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 49.5988693237s, input_fired_time: 0.4764495194, output_fired_time: 0.3122302890, propagate_forward_time: 20.0335674286, propagate_backward_time: 27.1264953613, weight_update_time: 0.0655234382, other_time: 1.6501293182
epoch time: 4.3190736771s, input_fired_time: 0.0585967414, output_fired_time: 0.0000000000, propagate_forward_time: 3.9668967724, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2935802937
validation[          , genome  1231] predictions:    9309/  10000 (93.09%), best:    9303/10000 (93.03%), error:      2292.67651, best error:      2288.79590 on epoch:    78, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 49.5334892273s, input_fired_time: 0.4744671285, output_fired_time: 0.3118650317, propagate_forward_time: 20.0505580902, propagate_backward_time: 27.0724468231, weight_update_time: 0.0655678287, other_time: 1.6241493225
epoch time: 4.4004740715s, input_fired_time: 0.0546266176, output_fired_time: 0.0000000000, propagate_forward_time: 4.0547471046, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2911005020
validation[          , genome  1231] predictions:    9306/  10000 (93.06%), best:    9303/10000 (93.03%), error:      2313.34668, best error:      2288.79590 on epoch:    78, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 49.3652839661s, input_fired_time: 0.4781018794, output_fired_time: 0.3112805486, propagate_forward_time: 19.9750194550, propagate_backward_time: 26.9607009888, weight_update_time: 0.0652675480, other_time: 1.6401805878
epoch time: 4.2507057190s, input_fired_time: 0.0540819317, output_fired_time: 0.0000000000, propagate_forward_time: 3.9124112129, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2842125893
validation[          , genome  1231] predictions:    9284/  10000 (92.84%), best:    9303/10000 (93.03%), error:      2368.19604, best error:      2288.79590 on epoch:    78, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 59.8199653625s, input_fired_time: 0.5433523059, output_fired_time: 0.3662886322, propagate_forward_time: 24.4599380493, propagate_backward_time: 32.5228118896, weight_update_time: 0.0784068927, other_time: 1.9275741577
epoch time: 5.4469361305s, input_fired_time: 0.0653555095, output_fired_time: 0.0000000000, propagate_forward_time: 5.0293383598, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3522424698
validation[          , genome  1231] predictions:    9293/  10000 (92.93%), best:    9303/10000 (93.03%), error:      2353.79565, best error:      2288.79590 on epoch:    78, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 53.8138122559s, input_fired_time: 0.5141249895, output_fired_time: 0.3329923451, propagate_forward_time: 21.9272537231, propagate_backward_time: 29.2819042206, weight_update_time: 0.0703235716, other_time: 1.7575359344
epoch time: 5.4826688766s, input_fired_time: 0.0649165437, output_fired_time: 0.0000000000, propagate_forward_time: 5.0612702370, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3564820290
validation[          , genome  1231] predictions:    9306/  10000 (93.06%), best:    9306/10000 (93.06%), error:      2280.70923, best error:      2280.70923 on epoch:    84, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 53.3777389526s, input_fired_time: 0.5046089292, output_fired_time: 0.3329568505, propagate_forward_time: 21.6913776398, propagate_backward_time: 29.0699195862, weight_update_time: 0.0713881627, other_time: 1.7788753510
epoch time: 5.6042904854s, input_fired_time: 0.0695897788, output_fired_time: 0.0000000000, propagate_forward_time: 5.1693840027, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3653168678
validation[          , genome  1231] predictions:    9291/  10000 (92.91%), best:    9306/10000 (93.06%), error:      2360.44189, best error:      2280.70923 on epoch:    84, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 49.8073158264s, input_fired_time: 0.4868780077, output_fired_time: 0.3109745979, propagate_forward_time: 20.1731796265, propagate_backward_time: 27.1470222473, weight_update_time: 0.0672239885, other_time: 1.6892623901
epoch time: 3.9778332710s, input_fired_time: 0.0546392016, output_fired_time: 0.0000000000, propagate_forward_time: 3.6374933720, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2857007980
validation[          , genome  1231] predictions:    9308/  10000 (93.08%), best:    9306/10000 (93.06%), error:      2284.34937, best error:      2280.70923 on epoch:    84, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 49.8064002991s, input_fired_time: 0.4772794843, output_fired_time: 0.3122318089, propagate_forward_time: 20.1387729645, propagate_backward_time: 27.2421226501, weight_update_time: 0.0654886812, other_time: 1.6359920502
epoch time: 4.3364400864s, input_fired_time: 0.0545630716, output_fired_time: 0.0000000000, propagate_forward_time: 3.9890553951, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2928216457
validation[          , genome  1231] predictions:    9310/  10000 (93.10%), best:    9306/10000 (93.06%), error:      2285.08789, best error:      2280.70923 on epoch:    84, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 48.9191589355s, input_fired_time: 0.4739726186, output_fired_time: 0.3078427315, propagate_forward_time: 19.7935028076, propagate_backward_time: 26.7501258850, weight_update_time: 0.0640833303, other_time: 1.5937156677
epoch time: 5.6690053940s, input_fired_time: 0.0668224022, output_fired_time: 0.0000000000, propagate_forward_time: 5.2394227982, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3627600670
validation[          , genome  1231] predictions:    9319/  10000 (93.19%), best:    9306/10000 (93.06%), error:      2282.59131, best error:      2280.70923 on epoch:    84, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 53.6682510376s, input_fired_time: 0.5046130419, output_fired_time: 0.3357048929, propagate_forward_time: 21.8288555145, propagate_backward_time: 29.2316474915, weight_update_time: 0.0711273775, other_time: 1.7674312592
epoch time: 5.0675892830s, input_fired_time: 0.0636567697, output_fired_time: 0.0000000000, propagate_forward_time: 4.6699819565, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3339505196
validation[          , genome  1231] predictions:    9289/  10000 (92.89%), best:    9306/10000 (93.06%), error:      2316.51343, best error:      2280.70923 on epoch:    84, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 46.2851409912s, input_fired_time: 0.4736526012, output_fired_time: 0.2974353433, propagate_forward_time: 18.6349411011, propagate_backward_time: 25.2472877502, weight_update_time: 0.0642269030, other_time: 1.6318244934
epoch time: 3.8285346031s, input_fired_time: 0.0514395200, output_fired_time: 0.0000000000, propagate_forward_time: 3.5105237961, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2665712833
validation[          , genome  1231] predictions:    9293/  10000 (92.93%), best:    9306/10000 (93.06%), error:      2321.62793, best error:      2280.70923 on epoch:    84, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 50.0367736816s, input_fired_time: 0.4890760779, output_fired_time: 0.3170758188, propagate_forward_time: 20.2356948853, propagate_backward_time: 27.2919387817, weight_update_time: 0.0676286519, other_time: 1.7029876709
epoch time: 4.4440832138s, input_fired_time: 0.0560308136, output_fired_time: 0.0000000000, propagate_forward_time: 4.0890116692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2990407944
validation[          , genome  1231] predictions:    9273/  10000 (92.73%), best:    9306/10000 (93.06%), error:      2396.39014, best error:      2280.70923 on epoch:    84, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 48.2204818726s, input_fired_time: 0.4715002775, output_fired_time: 0.3049880862, propagate_forward_time: 19.5117950439, propagate_backward_time: 26.3393383026, weight_update_time: 0.0636985153, other_time: 1.5928592682
epoch time: 4.2359681129s, input_fired_time: 0.0538371243, output_fired_time: 0.0000000000, propagate_forward_time: 3.8965330124, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2855978012
validation[          , genome  1231] predictions:    9313/  10000 (93.13%), best:    9306/10000 (93.06%), error:      2285.47900, best error:      2280.70923 on epoch:    84, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 47.8744735718s, input_fired_time: 0.4710450768, output_fired_time: 0.3038116693, propagate_forward_time: 19.3139572144, propagate_backward_time: 26.2087383270, weight_update_time: 0.0628963038, other_time: 1.5769214630
epoch time: 4.1400909424s, input_fired_time: 0.0536703728, output_fired_time: 0.0000000000, propagate_forward_time: 3.8037776947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2826428413
validation[          , genome  1231] predictions:    9321/  10000 (93.21%), best:    9321/10000 (93.21%), error:      2262.02417, best error:      2262.02417 on epoch:    93, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 48.7227172852s, input_fired_time: 0.4754029810, output_fired_time: 0.3073612452, propagate_forward_time: 19.6604518890, propagate_backward_time: 26.6768493652, weight_update_time: 0.0642139316, other_time: 1.6026515961
epoch time: 4.3456840515s, input_fired_time: 0.0551890992, output_fired_time: 0.0000000000, propagate_forward_time: 3.9998586178, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2906363010
validation[          , genome  1231] predictions:    9302/  10000 (93.02%), best:    9321/10000 (93.21%), error:      2284.15479, best error:      2262.02417 on epoch:    93, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 48.3435096741s, input_fired_time: 0.4747278690, output_fired_time: 0.3070721030, propagate_forward_time: 19.5051364899, propagate_backward_time: 26.4638557434, weight_update_time: 0.0637744367, other_time: 1.5927181244
epoch time: 4.2032561302s, input_fired_time: 0.0541689619, output_fired_time: 0.0000000000, propagate_forward_time: 3.8644983768, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2845885754
validation[          , genome  1231] predictions:    9320/  10000 (93.20%), best:    9321/10000 (93.21%), error:      2285.15454, best error:      2262.02417 on epoch:    93, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 56.1279067993s, input_fired_time: 0.5207518935, output_fired_time: 0.3478574157, propagate_forward_time: 22.9047145844, propagate_backward_time: 30.5332679749, weight_update_time: 0.0736958534, other_time: 1.8213157654
epoch time: 3.9949133396s, input_fired_time: 0.0559888817, output_fired_time: 0.0000000000, propagate_forward_time: 3.6477532387, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2911713123
validation[          , genome  1231] predictions:    9317/  10000 (93.17%), best:    9321/10000 (93.21%), error:      2291.52466, best error:      2262.02417 on epoch:    93, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 48.3159866333s, input_fired_time: 0.4736340940, output_fired_time: 0.3067909777, propagate_forward_time: 19.5355110168, propagate_backward_time: 26.4093456268, weight_update_time: 0.0639029294, other_time: 1.5907077789
epoch time: 4.2656626701s, input_fired_time: 0.0550205112, output_fired_time: 0.0000000000, propagate_forward_time: 3.9229202271, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2877221107
validation[          , genome  1231] predictions:    9304/  10000 (93.04%), best:    9321/10000 (93.21%), error:      2295.73535, best error:      2262.02417 on epoch:    93, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 51.9078712463s, input_fired_time: 0.5015031099, output_fired_time: 0.3271990418, propagate_forward_time: 21.0358276367, propagate_backward_time: 28.2980766296, weight_update_time: 0.0695379823, other_time: 1.7452659607
epoch time: 3.9662415981s, input_fired_time: 0.0535169281, output_fired_time: 0.0000000000, propagate_forward_time: 3.6369805336, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2757441998
validation[          , genome  1231] predictions:    9301/  10000 (93.01%), best:    9321/10000 (93.21%), error:      2308.63159, best error:      2262.02417 on epoch:    93, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 54.8363838196s, input_fired_time: 0.5184588432, output_fired_time: 0.3420559764, propagate_forward_time: 22.2561321259, propagate_backward_time: 29.8992729187, weight_update_time: 0.0728274435, other_time: 1.8204631805
epoch time: 4.5984764099s, input_fired_time: 0.0599838160, output_fired_time: 0.0000000000, propagate_forward_time: 4.2273979187, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3110947609
validation[          , genome  1231] predictions:    9303/  10000 (93.03%), best:    9321/10000 (93.21%), error:      2316.73438, best error:      2262.02417 on epoch:    93, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 54.3441505432s, input_fired_time: 0.5148617625, output_fired_time: 0.3374172151, propagate_forward_time: 22.0831661224, propagate_backward_time: 29.6232242584, weight_update_time: 0.0720428675, other_time: 1.7854804993
epoch time: 5.4349026680s, input_fired_time: 0.0650603548, output_fired_time: 0.0000000000, propagate_forward_time: 5.0200242996, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3498182297
validation[          , genome  1231] predictions:    9296/  10000 (92.96%), best:    9321/10000 (93.21%), error:      2313.10156, best error:      2262.02417 on epoch:    93, 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: 22.1734771729s, input_fired_time: 0.2831712663, output_fired_time: 0.0000000000, propagate_forward_time: 20.3573818207, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5329246521
best training[          , genome  1231] predictions:   47388/  50000 (94.78%), best:    9321/10000 (93.21%), error:      9445.40332, best error:      2262.02417 on epoch:    93, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 4.2515783310s, input_fired_time: 0.0540944412, output_fired_time: 0.0000000000, propagate_forward_time: 3.9006748199, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2968091965
   testing[          , genome  1231] predictions:    9382/  10000 (93.82%), best:    9321/10000 (93.21%), error:      2066.88892, best error:      2262.02417 on epoch:    93, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
21:31:51 (40364): called boinc_finish(0)

</stderr_txt>
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