Nameexact_genome_1512568488_45_2871_1
Workunit2585598
Created7 Dec 2017, 1:58:23 UTC
Sent7 Dec 2017, 1:58:54 UTC
Report deadline10 Dec 2017, 16:10:26 UTC
Received7 Dec 2017, 23:58:00 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID65413
Run time1 hours 28 min 57 sec
CPU time1 hours 28 min 57 sec
Validate stateValid
Credit897.84
Device peak FLOPS3.73 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size148.57 MB
Peak swap size150.32 MB
Peak disk usage0.93 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: 51.8495025635s, input_fired_time: 0.4132483304, output_fired_time: 0.2821480930, propagate_forward_time: 21.2931442261, propagate_backward_time: 28.0642585754, weight_update_time: 0.0789507478, other_time: 1.7967033386
epoch time: 4.4445223808s, input_fired_time: 0.0455974378, output_fired_time: 0.0000000000, propagate_forward_time: 4.0851726532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3137521744
validation[          , genome  2871] predictions:    9439/  10000 (94.39%), best:    9477/10000 (94.77%), error:      1883.66663, best error:      1703.72412 on epoch:    10, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 48.6201019287s, input_fired_time: 0.3979492188, output_fired_time: 0.2638431489, propagate_forward_time: 19.9004364014, propagate_backward_time: 26.3649177551, weight_update_time: 0.0796075910, other_time: 1.6929550171
epoch time: 4.1820721626s, input_fired_time: 0.0434628092, output_fired_time: 0.0000000000, propagate_forward_time: 3.8427829742, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2958264351
validation[          , genome  2871] predictions:    9342/  10000 (93.42%), best:    9477/10000 (94.77%), error:      2194.38330, best error:      1703.72412 on epoch:    10, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 48.9474792480s, input_fired_time: 0.4029433131, output_fired_time: 0.2687401175, propagate_forward_time: 20.0199089050, propagate_backward_time: 26.5426235199, weight_update_time: 0.0754113048, other_time: 1.7132625580
epoch time: 4.2541480064s, input_fired_time: 0.0441315547, output_fired_time: 0.0000000000, propagate_forward_time: 3.9054200649, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3045961857
validation[          , genome  2871] predictions:    9457/  10000 (94.57%), best:    9477/10000 (94.77%), error:      1783.33643, best error:      1703.72412 on epoch:    10, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 54.1680030823s, input_fired_time: 0.4343517125, output_fired_time: 0.2888730466, propagate_forward_time: 22.2846202850, propagate_backward_time: 29.2676544189, weight_update_time: 0.0830596462, other_time: 1.8925037384
epoch time: 4.8518686295s, input_fired_time: 0.0480338782, output_fired_time: 0.0000000000, propagate_forward_time: 4.4567775726, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3470573425
validation[          , genome  2871] predictions:    9445/  10000 (94.45%), best:    9477/10000 (94.77%), error:      1775.47461, best error:      1703.72412 on epoch:    10, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 50.3694496155s, input_fired_time: 0.4019725323, output_fired_time: 0.2721538246, propagate_forward_time: 20.6288776398, propagate_backward_time: 27.2738742828, weight_update_time: 0.0772973895, other_time: 1.7925720215
epoch time: 5.2684998512s, input_fired_time: 0.0517113283, output_fired_time: 0.0000000000, propagate_forward_time: 4.8759536743, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3408346176
validation[          , genome  2871] predictions:    9425/  10000 (94.25%), best:    9477/10000 (94.77%), error:      1833.19531, best error:      1703.72412 on epoch:    10, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 52.1072731018s, input_fired_time: 0.4102072120, output_fired_time: 0.2819693983, propagate_forward_time: 21.4001941681, propagate_backward_time: 28.2780056000, weight_update_time: 0.0799004212, other_time: 1.7368965149
epoch time: 4.1350345612s, input_fired_time: 0.0424934663, output_fired_time: 0.0000000000, propagate_forward_time: 3.8177714348, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2747697830
validation[          , genome  2871] predictions:    9510/  10000 (95.10%), best:    9510/10000 (95.10%), error:      1627.18115, best error:      1627.18115 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 48.8518562317s, input_fired_time: 0.3947706819, output_fired_time: 0.2649042904, propagate_forward_time: 20.0701122284, propagate_backward_time: 26.4794120789, weight_update_time: 0.0757812187, other_time: 1.6426563263
epoch time: 4.7120270729s, input_fired_time: 0.0494074486, output_fired_time: 0.0000000000, propagate_forward_time: 4.3530831337, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3095364571
validation[          , genome  2871] predictions:    9501/  10000 (95.01%), best:    9501/10000 (95.01%), error:      1614.43347, best error:      1614.43347 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 54.0730094910s, input_fired_time: 0.4228375554, output_fired_time: 0.2891663015, propagate_forward_time: 22.2170639038, propagate_backward_time: 29.3392505646, weight_update_time: 0.0839886293, other_time: 1.8046932220
epoch time: 4.8783521652s, input_fired_time: 0.0490634143, output_fired_time: 0.0000000000, propagate_forward_time: 4.5116267204, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3176622391
validation[          , genome  2871] predictions:    9486/  10000 (94.86%), best:    9501/10000 (95.01%), error:      1670.11487, best error:      1614.43347 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 59.0727767944s, input_fired_time: 0.4428949952, output_fired_time: 0.3096600473, propagate_forward_time: 24.3749084473, propagate_backward_time: 32.0173645020, weight_update_time: 0.0903399587, other_time: 1.9279479980
epoch time: 4.7297024727s, input_fired_time: 0.0473279022, output_fired_time: 0.0000000000, propagate_forward_time: 4.3758215904, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3065528870
validation[          , genome  2871] predictions:    9523/  10000 (95.23%), best:    9523/10000 (95.23%), error:      1563.52722, best error:      1563.52722 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 47.4270515442s, input_fired_time: 0.3847399950, output_fired_time: 0.2589889169, propagate_forward_time: 19.4474239349, propagate_backward_time: 25.7360591888, weight_update_time: 0.0732612535, other_time: 1.5998420715
epoch time: 3.9389827251s, input_fired_time: 0.0413188003, output_fired_time: 0.0000000000, propagate_forward_time: 3.6391866207, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2584772110
validation[          , genome  2871] predictions:    9508/  10000 (95.08%), best:    9523/10000 (95.23%), error:      1588.80103, best error:      1563.52722 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 50.3088226318s, input_fired_time: 0.3998065293, output_fired_time: 0.2706089020, propagate_forward_time: 20.6470737457, propagate_backward_time: 27.3213214874, weight_update_time: 0.0780745596, other_time: 1.6700096130
epoch time: 3.7154011726s, input_fired_time: 0.0389378294, output_fired_time: 0.0000000000, propagate_forward_time: 3.4282810688, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2481822968
validation[          , genome  2871] predictions:    9487/  10000 (94.87%), best:    9523/10000 (95.23%), error:      1628.06812, best error:      1563.52722 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 47.7852859497s, input_fired_time: 0.3865513504, output_fired_time: 0.2621383667, propagate_forward_time: 19.5698795319, propagate_backward_time: 25.9629268646, weight_update_time: 0.0739098415, other_time: 1.6037902832
epoch time: 5.4794111252s, input_fired_time: 0.0536544435, output_fired_time: 0.0000000000, propagate_forward_time: 5.0739541054, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3518023491
validation[          , genome  2871] predictions:    9477/  10000 (94.77%), best:    9523/10000 (95.23%), error:      1654.36145, best error:      1563.52722 on epoch:    22, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 53.0540504456s, input_fired_time: 0.4139111936, output_fired_time: 0.2841498256, propagate_forward_time: 21.7908992767, propagate_backward_time: 28.7941570282, weight_update_time: 0.0832409486, other_time: 1.7709350586
epoch time: 4.2685947418s, input_fired_time: 0.0437565781, output_fired_time: 0.0000000000, propagate_forward_time: 3.9371562004, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2876820564
validation[          , genome  2871] predictions:    9504/  10000 (95.04%), best:    9523/10000 (95.23%), error:      1573.42407, best error:      1563.52722 on epoch:    22, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 47.8043289185s, input_fired_time: 0.3916656375, output_fired_time: 0.2605890036, propagate_forward_time: 19.5956897736, propagate_backward_time: 25.9478855133, weight_update_time: 0.0742532089, other_time: 1.6084976196
epoch time: 5.4782891273s, input_fired_time: 0.0545398705, output_fired_time: 0.0000000000, propagate_forward_time: 5.0733032227, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3504462242
validation[          , genome  2871] predictions:    9498/  10000 (94.98%), best:    9523/10000 (95.23%), error:      1649.81079, best error:      1563.52722 on epoch:    22, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 43.5968437195s, input_fired_time: 0.3679244518, output_fired_time: 0.2440514266, propagate_forward_time: 17.7919769287, propagate_backward_time: 23.7013740540, weight_update_time: 0.0683818832, other_time: 1.4915161133
epoch time: 3.8167006969s, input_fired_time: 0.0397729687, output_fired_time: 0.0000000000, propagate_forward_time: 3.5204451084, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2564826012
validation[          , genome  2871] predictions:    9490/  10000 (94.90%), best:    9523/10000 (95.23%), error:      1681.78345, best error:      1563.52722 on epoch:    22, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 57.2758140564s, input_fired_time: 0.4334526658, output_fired_time: 0.3014969230, propagate_forward_time: 23.6143608093, propagate_backward_time: 31.0523338318, weight_update_time: 0.0878575668, other_time: 1.8741683960
epoch time: 5.4724640846s, input_fired_time: 0.0537754633, output_fired_time: 0.0000000000, propagate_forward_time: 5.0673213005, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3513674736
validation[          , genome  2871] predictions:    9522/  10000 (95.22%), best:    9523/10000 (95.23%), error:      1604.97852, best error:      1563.52722 on epoch:    22, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 49.9635925293s, input_fired_time: 0.4003776312, output_fired_time: 0.2707233131, propagate_forward_time: 20.4557952881, propagate_backward_time: 27.1523761749, weight_update_time: 0.0786337107, other_time: 1.6843204498
epoch time: 4.2056016922s, input_fired_time: 0.0433299057, output_fired_time: 0.0000000000, propagate_forward_time: 3.8803308010, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2819411755
validation[          , genome  2871] predictions:    9519/  10000 (95.19%), best:    9523/10000 (95.23%), error:      1571.93481, best error:      1563.52722 on epoch:    22, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 47.8720855713s, input_fired_time: 0.3913701475, output_fired_time: 0.2601618171, propagate_forward_time: 19.6128997803, propagate_backward_time: 25.9837970734, weight_update_time: 0.0762889683, other_time: 1.6238574982
epoch time: 5.1831083298s, input_fired_time: 0.0520558432, output_fired_time: 0.0000000000, propagate_forward_time: 4.7944149971, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3366374969
validation[          , genome  2871] predictions:    9528/  10000 (95.28%), best:    9528/10000 (95.28%), error:      1556.12720, best error:      1556.12720 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 46.9668922424s, input_fired_time: 0.3859552443, output_fired_time: 0.2574996948, propagate_forward_time: 19.1963996887, propagate_backward_time: 25.5502548218, weight_update_time: 0.0725087523, other_time: 1.5767822266
epoch time: 4.0282244682s, input_fired_time: 0.0428162403, output_fired_time: 0.0000000000, propagate_forward_time: 3.7143146992, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2710936069
validation[          , genome  2871] predictions:    9478/  10000 (94.78%), best:    9528/10000 (95.28%), error:      1679.81604, best error:      1556.12720 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 55.0300750732s, input_fired_time: 0.4226956964, output_fired_time: 0.2923161983, propagate_forward_time: 22.6699790955, propagate_backward_time: 29.8520908356, weight_update_time: 0.0831287056, other_time: 1.7929935455
epoch time: 5.4925508499s, input_fired_time: 0.0539940558, output_fired_time: 0.0000000000, propagate_forward_time: 5.0892019272, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3493547440
validation[          , genome  2871] predictions:    9529/  10000 (95.29%), best:    9529/10000 (95.29%), error:      1527.46692, best error:      1527.46692 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 51.9052047729s, input_fired_time: 0.4072559476, output_fired_time: 0.2766000628, propagate_forward_time: 21.3372631073, propagate_backward_time: 28.1974487305, weight_update_time: 0.0783206448, other_time: 1.6866359711
epoch time: 4.6859412193s, input_fired_time: 0.0475947261, output_fired_time: 0.0000000000, propagate_forward_time: 4.3303685188, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3079781532
validation[          , genome  2871] predictions:    9526/  10000 (95.26%), best:    9526/10000 (95.26%), error:      1499.57971, best error:      1499.57971 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 48.0398597717s, input_fired_time: 0.3897593021, output_fired_time: 0.2613062263, propagate_forward_time: 19.6562385559, propagate_backward_time: 26.0991439819, weight_update_time: 0.0728149638, other_time: 1.6334114075
epoch time: 3.7626898289s, input_fired_time: 0.0395103693, output_fired_time: 0.0000000000, propagate_forward_time: 3.4711740017, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2520053387
validation[          , genome  2871] predictions:    9492/  10000 (94.92%), best:    9526/10000 (95.26%), error:      1671.54175, best error:      1499.57971 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 45.9700241089s, input_fired_time: 0.3810530305, output_fired_time: 0.2508972883, propagate_forward_time: 18.8424148560, propagate_backward_time: 24.9338531494, weight_update_time: 0.0695290565, other_time: 1.5618057251
epoch time: 3.5993871689s, input_fired_time: 0.0381974354, output_fired_time: 0.0000000000, propagate_forward_time: 3.3206710815, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2405185699
validation[          , genome  2871] predictions:    9502/  10000 (95.02%), best:    9526/10000 (95.26%), error:      1676.74292, best error:      1499.57971 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 44.6974754333s, input_fired_time: 0.3754095435, output_fired_time: 0.2469133437, propagate_forward_time: 18.3079319000, propagate_backward_time: 24.2565574646, weight_update_time: 0.0677309781, other_time: 1.5106639862
epoch time: 3.7677388191s, input_fired_time: 0.0400707908, output_fired_time: 0.0000000000, propagate_forward_time: 3.4751455784, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2525224686
validation[          , genome  2871] predictions:    9529/  10000 (95.29%), best:    9526/10000 (95.26%), error:      1533.08948, best error:      1499.57971 on epoch:    34, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 46.9268455505s, input_fired_time: 0.3855078518, output_fired_time: 0.2571812868, propagate_forward_time: 19.2236156464, propagate_backward_time: 25.5117053986, weight_update_time: 0.0709739700, other_time: 1.5488319397
epoch time: 3.7586519718s, input_fired_time: 0.0401695594, output_fired_time: 0.0000000000, propagate_forward_time: 3.4647688866, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2537136078
validation[          , genome  2871] predictions:    9503/  10000 (95.03%), best:    9526/10000 (95.26%), error:      1628.45508, best error:      1499.57971 on epoch:    34, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 42.3549346924s, input_fired_time: 0.3694453537, output_fired_time: 0.2452276349, propagate_forward_time: 17.2643070221, propagate_backward_time: 23.0399570465, weight_update_time: 0.0646345094, other_time: 1.4359970093
epoch time: 3.5721783638s, input_fired_time: 0.0388431959, output_fired_time: 0.0000000000, propagate_forward_time: 3.2862989902, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2470362186
validation[          , genome  2871] predictions:    9542/  10000 (95.42%), best:    9526/10000 (95.26%), error:      1540.30225, best error:      1499.57971 on epoch:    34, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 42.7194633484s, input_fired_time: 0.3677421808, output_fired_time: 0.2383872718, propagate_forward_time: 17.4625225067, propagate_backward_time: 23.2046318054, weight_update_time: 0.0650148392, other_time: 1.4461803436
epoch time: 3.7628645897s, input_fired_time: 0.0397496819, output_fired_time: 0.0000000000, propagate_forward_time: 3.4677846432, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2553303242
validation[          , genome  2871] predictions:    9509/  10000 (95.09%), best:    9526/10000 (95.26%), error:      1647.21545, best error:      1499.57971 on epoch:    34, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 44.8552398682s, input_fired_time: 0.3797243237, output_fired_time: 0.2477211058, propagate_forward_time: 18.3553886414, propagate_backward_time: 24.3515777588, weight_update_time: 0.0680961832, other_time: 1.5208282471
epoch time: 4.9940414429s, input_fired_time: 0.0492497794, output_fired_time: 0.0000000000, propagate_forward_time: 4.6225733757, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3222184181
validation[          , genome  2871] predictions:    9528/  10000 (95.28%), best:    9526/10000 (95.26%), error:      1521.28223, best error:      1499.57971 on epoch:    34, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 51.1469001770s, input_fired_time: 0.4046397805, output_fired_time: 0.2753542960, propagate_forward_time: 21.0206699371, propagate_backward_time: 27.7561531067, weight_update_time: 0.0770825967, other_time: 1.6900844574
epoch time: 3.8534328938s, input_fired_time: 0.0406737216, output_fired_time: 0.0000000000, propagate_forward_time: 3.5573613644, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2553977966
validation[          , genome  2871] predictions:    9512/  10000 (95.12%), best:    9526/10000 (95.26%), error:      1563.20459, best error:      1499.57971 on epoch:    34, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 43.7450408936s, input_fired_time: 0.3737210929, output_fired_time: 0.2428750843, propagate_forward_time: 17.8707084656, propagate_backward_time: 23.7859420776, weight_update_time: 0.0661595240, other_time: 1.4717941284
epoch time: 3.6931414604s, input_fired_time: 0.0391240045, output_fired_time: 0.0000000000, propagate_forward_time: 3.4044344425, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2495830059
validation[          , genome  2871] predictions:    9521/  10000 (95.21%), best:    9526/10000 (95.26%), error:      1520.66711, best error:      1499.57971 on epoch:    34, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 48.5258522034s, input_fired_time: 0.3939460218, output_fired_time: 0.2633014023, propagate_forward_time: 19.9577941895, propagate_backward_time: 26.3192672729, weight_update_time: 0.0724410042, other_time: 1.5915412903
epoch time: 3.6794016361s, input_fired_time: 0.0392045565, output_fired_time: 0.0000000000, propagate_forward_time: 3.3951694965, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2450275421
validation[          , genome  2871] predictions:    9536/  10000 (95.36%), best:    9536/10000 (95.36%), error:      1492.54810, best error:      1492.54810 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 43.3924331665s, input_fired_time: 0.3671986163, output_fired_time: 0.2415253818, propagate_forward_time: 17.6816558838, propagate_backward_time: 23.6726989746, weight_update_time: 0.0658100545, other_time: 1.4293556213
epoch time: 3.7698626518s, input_fired_time: 0.0401834957, output_fired_time: 0.0000000000, propagate_forward_time: 3.4785404205, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2511386871
validation[          , genome  2871] predictions:    9516/  10000 (95.16%), best:    9536/10000 (95.36%), error:      1586.55530, best error:      1492.54810 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 44.8574218750s, input_fired_time: 0.3734451830, output_fired_time: 0.2472623587, propagate_forward_time: 18.3728199005, propagate_backward_time: 24.3841171265, weight_update_time: 0.0679513142, other_time: 1.4797801971
epoch time: 3.6855714321s, input_fired_time: 0.0391391031, output_fired_time: 0.0000000000, propagate_forward_time: 3.4008362293, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2455961704
validation[          , genome  2871] predictions:    9527/  10000 (95.27%), best:    9536/10000 (95.36%), error:      1574.77063, best error:      1492.54810 on epoch:    44, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 46.3629989624s, input_fired_time: 0.3822649717, output_fired_time: 0.2538095713, propagate_forward_time: 18.9712066650, propagate_backward_time: 25.2281055450, weight_update_time: 0.0699016079, other_time: 1.5276126862
epoch time: 5.4736032486s, input_fired_time: 0.0531604625, output_fired_time: 0.0000000000, propagate_forward_time: 5.0751819611, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3452606201
validation[          , genome  2871] predictions:    9504/  10000 (95.04%), best:    9536/10000 (95.36%), error:      1667.85059, best error:      1492.54810 on epoch:    44, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 57.8890419006s, input_fired_time: 0.4374736249, output_fired_time: 0.3038946390, propagate_forward_time: 23.8744506836, propagate_backward_time: 31.3939723969, weight_update_time: 0.0865031257, other_time: 1.8792514801
epoch time: 5.4671611786s, input_fired_time: 0.0520763174, output_fired_time: 0.0000000000, propagate_forward_time: 5.0691456795, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3459391594
validation[          , genome  2871] predictions:    9515/  10000 (95.15%), best:    9536/10000 (95.36%), error:      1567.97510, best error:      1492.54810 on epoch:    44, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 45.7084922791s, input_fired_time: 0.3791204989, output_fired_time: 0.2502052188, propagate_forward_time: 18.7142963409, propagate_backward_time: 24.8629627228, weight_update_time: 0.0691623092, other_time: 1.5019073486
epoch time: 3.8029203415s, input_fired_time: 0.0399624668, output_fired_time: 0.0000000000, propagate_forward_time: 3.5098521709, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2531056404
validation[          , genome  2871] predictions:    9478/  10000 (94.78%), best:    9536/10000 (95.36%), error:      1718.32104, best error:      1492.54810 on epoch:    44, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 51.1540222168s, input_fired_time: 0.4037470520, output_fired_time: 0.2750492692, propagate_forward_time: 21.0326251984, propagate_backward_time: 27.8038215637, weight_update_time: 0.0766742378, other_time: 1.6387767792
epoch time: 5.3668346405s, input_fired_time: 0.0534260906, output_fired_time: 0.0000000000, propagate_forward_time: 4.9707965851, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3426117897
validation[          , genome  2871] predictions:    9525/  10000 (95.25%), best:    9536/10000 (95.36%), error:      1507.66724, best error:      1492.54810 on epoch:    44, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 54.4982604980s, input_fired_time: 0.4225695729, output_fired_time: 0.2895560861, propagate_forward_time: 22.4802227020, propagate_backward_time: 29.5571537018, weight_update_time: 0.0816485584, other_time: 1.7487602234
epoch time: 4.8359932899s, input_fired_time: 0.0494841412, output_fired_time: 0.0000000000, propagate_forward_time: 4.4690527916, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3174562454
validation[          , genome  2871] predictions:    9433/  10000 (94.33%), best:    9536/10000 (95.36%), error:      1895.33813, best error:      1492.54810 on epoch:    44, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 54.0792617798s, input_fired_time: 0.4229955971, output_fired_time: 0.2871102095, propagate_forward_time: 22.2564506531, propagate_backward_time: 29.3619422913, weight_update_time: 0.0818389878, other_time: 1.7507629395
epoch time: 3.9591250420s, input_fired_time: 0.0428149290, output_fired_time: 0.0000000000, propagate_forward_time: 3.6503536701, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2659564018
validation[          , genome  2871] predictions:    9506/  10000 (95.06%), best:    9536/10000 (95.36%), error:      1585.04138, best error:      1492.54810 on epoch:    44, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 50.0987243652s, input_fired_time: 0.4026409090, output_fired_time: 0.2705147862, propagate_forward_time: 20.5511093140, propagate_backward_time: 27.2334442139, weight_update_time: 0.0760881752, other_time: 1.6410140991
epoch time: 4.7878284454s, input_fired_time: 0.0480885319, output_fired_time: 0.0000000000, propagate_forward_time: 4.4308843613, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3088555336
validation[          , genome  2871] predictions:    9480/  10000 (94.80%), best:    9536/10000 (95.36%), error:      1701.66687, best error:      1492.54810 on epoch:    44, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 50.1658325195s, input_fired_time: 0.4059000313, output_fired_time: 0.2696024179, propagate_forward_time: 20.5813388824, propagate_backward_time: 27.2633056641, weight_update_time: 0.0764482394, other_time: 1.6456851959
epoch time: 3.9128181934s, input_fired_time: 0.0424557552, output_fired_time: 0.0000000000, propagate_forward_time: 3.6092240810, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2611384392
validation[          , genome  2871] predictions:    9506/  10000 (95.06%), best:    9536/10000 (95.36%), error:      1599.04810, best error:      1492.54810 on epoch:    44, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 46.2737007141s, input_fired_time: 0.3870774508, output_fired_time: 0.2548863590, propagate_forward_time: 18.9076805115, propagate_backward_time: 25.1702690125, weight_update_time: 0.0717861354, other_time: 1.5537872314
epoch time: 4.1633195877s, input_fired_time: 0.0444631986, output_fired_time: 0.0000000000, propagate_forward_time: 3.8427944183, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2760620117
validation[          , genome  2871] predictions:    9487/  10000 (94.87%), best:    9536/10000 (95.36%), error:      1670.42407, best error:      1492.54810 on epoch:    44, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 46.3393783569s, input_fired_time: 0.3893874288, output_fired_time: 0.2546794116, propagate_forward_time: 18.9572048187, propagate_backward_time: 25.1799049377, weight_update_time: 0.0719114468, other_time: 1.5581989288
epoch time: 4.1770401001s, input_fired_time: 0.0442761295, output_fired_time: 0.0000000000, propagate_forward_time: 3.8536391258, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2791247368
validation[          , genome  2871] predictions:    9534/  10000 (95.34%), best:    9534/10000 (95.34%), error:      1487.76599, best error:      1487.76599 on epoch:    56, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 46.3483009338s, input_fired_time: 0.3875516951, output_fired_time: 0.2538758516, propagate_forward_time: 18.9601802826, propagate_backward_time: 25.1973857880, weight_update_time: 0.0717345625, other_time: 1.5493087769
epoch time: 4.0171732903s, input_fired_time: 0.0430513248, output_fired_time: 0.0000000000, propagate_forward_time: 3.7054345608, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2686874866
validation[          , genome  2871] predictions:    9536/  10000 (95.36%), best:    9534/10000 (95.34%), error:      1493.45398, best error:      1487.76599 on epoch:    56, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 46.3724822998s, input_fired_time: 0.3887769580, output_fired_time: 0.2530086339, propagate_forward_time: 18.9925937653, propagate_backward_time: 25.1908283234, weight_update_time: 0.0719283745, other_time: 1.5472717285
epoch time: 4.0755558014s, input_fired_time: 0.0441972837, output_fired_time: 0.0000000000, propagate_forward_time: 3.7589914799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2723672390
validation[          , genome  2871] predictions:    9514/  10000 (95.14%), best:    9534/10000 (95.34%), error:      1511.92773, best error:      1487.76599 on epoch:    56, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 46.2632369995s, input_fired_time: 0.3883566260, output_fired_time: 0.2525754869, propagate_forward_time: 18.9440193176, propagate_backward_time: 25.1320629120, weight_update_time: 0.0716168582, other_time: 1.5462245941
epoch time: 4.0667653084s, input_fired_time: 0.0438855514, output_fired_time: 0.0000000000, propagate_forward_time: 3.7506837845, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2721958160
validation[          , genome  2871] predictions:    9503/  10000 (95.03%), best:    9534/10000 (95.34%), error:      1601.27832, best error:      1487.76599 on epoch:    56, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 47.9254951477s, input_fired_time: 0.3939859867, output_fired_time: 0.2595835328, propagate_forward_time: 19.6353530884, propagate_backward_time: 26.0618247986, weight_update_time: 0.0726463497, other_time: 1.5747489929
epoch time: 3.8252246380s, input_fired_time: 0.0410605893, output_fired_time: 0.0000000000, propagate_forward_time: 3.5316245556, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2525393963
validation[          , genome  2871] predictions:    9545/  10000 (95.45%), best:    9545/10000 (95.45%), error:      1446.23035, best error:      1446.23035 on epoch:    60, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 43.2775306702s, input_fired_time: 0.3715521097, output_fired_time: 0.2397820950, propagate_forward_time: 17.6819095612, propagate_backward_time: 23.5526065826, weight_update_time: 0.0658436790, other_time: 1.4316825867
epoch time: 3.7951426506s, input_fired_time: 0.0405923799, output_fired_time: 0.0000000000, propagate_forward_time: 3.5050892830, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2494609356
validation[          , genome  2871] predictions:    9524/  10000 (95.24%), best:    9545/10000 (95.45%), error:      1547.04529, best error:      1446.23035 on epoch:    60, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 43.2507438660s, input_fired_time: 0.3689950109, output_fired_time: 0.2410341054, propagate_forward_time: 17.6327018738, propagate_backward_time: 23.5808162689, weight_update_time: 0.0658405349, other_time: 1.4271945953
epoch time: 3.8502411842s, input_fired_time: 0.0410710797, output_fired_time: 0.0000000000, propagate_forward_time: 3.5536346436, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2555353642
validation[          , genome  2871] predictions:    9534/  10000 (95.34%), best:    9545/10000 (95.45%), error:      1462.39050, best error:      1446.23035 on epoch:    60, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 48.8458328247s, input_fired_time: 0.4012781084, output_fired_time: 0.2642102242, propagate_forward_time: 20.0606441498, propagate_backward_time: 26.4761562347, weight_update_time: 0.0745128691, other_time: 1.6435432434
epoch time: 3.7140891552s, input_fired_time: 0.0402113274, output_fired_time: 0.0000000000, propagate_forward_time: 3.4266049862, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2472727299
validation[          , genome  2871] predictions:    9519/  10000 (95.19%), best:    9545/10000 (95.45%), error:      1523.98486, best error:      1446.23035 on epoch:    60, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 51.3636360168s, input_fired_time: 0.4115107656, output_fired_time: 0.2745126784, propagate_forward_time: 21.1044807434, propagate_backward_time: 27.8716239929, weight_update_time: 0.0769331679, other_time: 1.7015075684
epoch time: 3.7485277653s, input_fired_time: 0.0397311859, output_fired_time: 0.0000000000, propagate_forward_time: 3.4604709148, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2483255863
validation[          , genome  2871] predictions:    9537/  10000 (95.37%), best:    9545/10000 (95.45%), error:      1472.64075, best error:      1446.23035 on epoch:    60, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 52.4042663574s, input_fired_time: 0.4157408178, output_fired_time: 0.2795565128, propagate_forward_time: 21.5614833832, propagate_backward_time: 28.4361705780, weight_update_time: 0.0784361288, other_time: 1.7113151550
epoch time: 5.4790110588s, input_fired_time: 0.0535888411, output_fired_time: 0.0000000000, propagate_forward_time: 5.0768251419, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3485970497
validation[          , genome  2871] predictions:    9550/  10000 (95.50%), best:    9545/10000 (95.45%), error:      1447.09924, best error:      1446.23035 on epoch:    60, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 53.8510665894s, input_fired_time: 0.4229168296, output_fired_time: 0.2856547534, propagate_forward_time: 22.1852970123, propagate_backward_time: 29.1974296570, weight_update_time: 0.0810686797, other_time: 1.7597675323
epoch time: 3.2851538658s, input_fired_time: 0.0368523635, output_fired_time: 0.0000000000, propagate_forward_time: 3.0135495663, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2347519398
validation[          , genome  2871] predictions:    9535/  10000 (95.35%), best:    9545/10000 (95.45%), error:      1480.18701, best error:      1446.23035 on epoch:    60, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 48.6862030029s, input_fired_time: 0.3971819580, output_fired_time: 0.2638934851, propagate_forward_time: 19.9761581421, propagate_backward_time: 26.4550418854, weight_update_time: 0.0733781606, other_time: 1.5939273834
epoch time: 5.4704680443s, input_fired_time: 0.0541892760, output_fired_time: 0.0000000000, propagate_forward_time: 5.0648565292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3514223099
validation[          , genome  2871] predictions:    9551/  10000 (95.51%), best:    9545/10000 (95.45%), error:      1509.49475, best error:      1446.23035 on epoch:    60, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 50.4554481506s, input_fired_time: 0.4080234766, output_fired_time: 0.2723600268, propagate_forward_time: 20.7085933685, propagate_backward_time: 27.4140758514, weight_update_time: 0.0759576261, other_time: 1.6523933411
epoch time: 5.1041998863s, input_fired_time: 0.0524209924, output_fired_time: 0.0000000000, propagate_forward_time: 4.7096304893, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3421483040
validation[          , genome  2871] predictions:    9494/  10000 (94.94%), best:    9545/10000 (95.45%), error:      1640.69128, best error:      1446.23035 on epoch:    60, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 53.1010627747s, input_fired_time: 0.4212819934, output_fired_time: 0.2831018865, propagate_forward_time: 21.8850326538, propagate_backward_time: 28.7673244476, weight_update_time: 0.0797755495, other_time: 1.7443218231
epoch time: 3.6752192974s, input_fired_time: 0.0405569859, output_fired_time: 0.0000000000, propagate_forward_time: 3.3845591545, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2501032352
validation[          , genome  2871] predictions:    9502/  10000 (95.02%), best:    9545/10000 (95.45%), error:      1591.49158, best error:      1446.23035 on epoch:    60, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 45.8947257996s, input_fired_time: 0.3865822256, output_fired_time: 0.2498216927, propagate_forward_time: 18.7847595215, propagate_backward_time: 24.9575481415, weight_update_time: 0.0695337355, other_time: 1.5160160065
epoch time: 3.7083697319s, input_fired_time: 0.0401046351, output_fired_time: 0.0000000000, propagate_forward_time: 3.4205741882, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2476909161
validation[          , genome  2871] predictions:    9498/  10000 (94.98%), best:    9545/10000 (95.45%), error:      1574.17395, best error:      1446.23035 on epoch:    60, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 54.8627471924s, input_fired_time: 0.4310407043, output_fired_time: 0.2929824591, propagate_forward_time: 22.6189823151, propagate_backward_time: 29.7314872742, weight_update_time: 0.0818739012, other_time: 1.7882518768
epoch time: 5.4905800819s, input_fired_time: 0.0540382974, output_fired_time: 0.0000000000, propagate_forward_time: 5.0861010551, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3504405022
validation[          , genome  2871] predictions:    9503/  10000 (95.03%), best:    9545/10000 (95.45%), error:      1583.74536, best error:      1446.23035 on epoch:    60, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 46.7979660034s, input_fired_time: 0.3907152712, output_fired_time: 0.2547815144, propagate_forward_time: 19.1727142334, propagate_backward_time: 25.4419574738, weight_update_time: 0.0703057125, other_time: 1.5377979279
epoch time: 3.8080081940s, input_fired_time: 0.0405429639, output_fired_time: 0.0000000000, propagate_forward_time: 3.5147898197, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2526752949
validation[          , genome  2871] predictions:    9524/  10000 (95.24%), best:    9545/10000 (95.45%), error:      1571.53369, best error:      1446.23035 on epoch:    60, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 44.9603500366s, input_fired_time: 0.3821558952, output_fired_time: 0.2477888018, propagate_forward_time: 18.3824539185, propagate_backward_time: 24.4722423553, weight_update_time: 0.0679253265, other_time: 1.4757099152
epoch time: 3.7553665638s, input_fired_time: 0.0413347445, output_fired_time: 0.0000000000, propagate_forward_time: 3.4616842270, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2523477077
validation[          , genome  2871] predictions:    9533/  10000 (95.33%), best:    9545/10000 (95.45%), error:      1494.22803, best error:      1446.23035 on epoch:    60, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 43.0975303650s, input_fired_time: 0.3728329539, output_fired_time: 0.2385080755, propagate_forward_time: 17.5761032104, propagate_backward_time: 23.4864711761, weight_update_time: 0.0649134070, other_time: 1.4236164093
epoch time: 3.7870202065s, input_fired_time: 0.0409261174, output_fired_time: 0.0000000000, propagate_forward_time: 3.4923379421, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2537560463
validation[          , genome  2871] predictions:    9504/  10000 (95.04%), best:    9545/10000 (95.45%), error:      1625.58765, best error:      1446.23035 on epoch:    60, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 48.5010414124s, input_fired_time: 0.4010348320, output_fired_time: 0.2629820704, propagate_forward_time: 19.8965015411, propagate_backward_time: 26.3340034485, weight_update_time: 0.0724301785, other_time: 1.6065196991
epoch time: 4.1046319008s, input_fired_time: 0.0437128805, output_fired_time: 0.0000000000, propagate_forward_time: 3.7890474796, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2718713284
validation[          , genome  2871] predictions:    9553/  10000 (95.53%), best:    9545/10000 (95.45%), error:      1455.12329, best error:      1446.23035 on epoch:    60, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 47.9511413574s, input_fired_time: 0.3969210386, output_fired_time: 0.2620352507, propagate_forward_time: 19.6627292633, propagate_backward_time: 26.0688304901, weight_update_time: 0.0714472756, other_time: 1.5606269836
epoch time: 3.9706153870s, input_fired_time: 0.0423183665, output_fired_time: 0.0000000000, propagate_forward_time: 3.6676056385, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2606914043
validation[          , genome  2871] predictions:    9500/  10000 (95.00%), best:    9545/10000 (95.45%), error:      1601.27881, best error:      1446.23035 on epoch:    60, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 55.6251907349s, input_fired_time: 0.4372863173, output_fired_time: 0.2947550118, propagate_forward_time: 22.8865261078, propagate_backward_time: 30.1989288330, weight_update_time: 0.0840585232, other_time: 1.8076934814
epoch time: 3.8008975983s, input_fired_time: 0.0412726738, output_fired_time: 0.0000000000, propagate_forward_time: 3.5061173439, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2535076141
validation[          , genome  2871] predictions:    9544/  10000 (95.44%), best:    9545/10000 (95.45%), error:      1493.77698, best error:      1446.23035 on epoch:    60, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 53.1108779907s, input_fired_time: 0.4216480851, output_fired_time: 0.2827769518, propagate_forward_time: 21.9016265869, propagate_backward_time: 28.7867126465, weight_update_time: 0.0798261613, other_time: 1.7181129456
epoch time: 3.7252545357s, input_fired_time: 0.0425968580, output_fired_time: 0.0000000000, propagate_forward_time: 3.4239583015, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2586994171
validation[          , genome  2871] predictions:    9526/  10000 (95.26%), best:    9545/10000 (95.45%), error:      1545.65564, best error:      1446.23035 on epoch:    60, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 42.8693923950s, input_fired_time: 0.3734974265, output_fired_time: 0.2397566736, propagate_forward_time: 17.5480613708, propagate_backward_time: 23.2849254608, weight_update_time: 0.0649772435, other_time: 1.4231510162
epoch time: 3.7740762234s, input_fired_time: 0.0409162007, output_fired_time: 0.0000000000, propagate_forward_time: 3.4847071171, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2484529018
validation[          , genome  2871] predictions:    9549/  10000 (95.49%), best:    9545/10000 (95.45%), error:      1461.96729, best error:      1446.23035 on epoch:    60, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 44.1811561584s, input_fired_time: 0.3795520663, output_fired_time: 0.2445815057, propagate_forward_time: 18.0677909851, propagate_backward_time: 24.0358715057, weight_update_time: 0.0669448674, other_time: 1.4533596039
epoch time: 4.9915513992s, input_fired_time: 0.0503911301, output_fired_time: 0.0000000000, propagate_forward_time: 4.6226825714, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3184776306
validation[          , genome  2871] predictions:    9498/  10000 (94.98%), best:    9545/10000 (95.45%), error:      1666.86462, best error:      1446.23035 on epoch:    60, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 48.2074470520s, input_fired_time: 0.3974421620, output_fired_time: 0.2625860572, propagate_forward_time: 19.8202972412, propagate_backward_time: 26.1611881256, weight_update_time: 0.0726811439, other_time: 1.5659351349
epoch time: 3.8667902946s, input_fired_time: 0.0421079807, output_fired_time: 0.0000000000, propagate_forward_time: 3.5657298565, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2589523792
validation[          , genome  2871] predictions:    9530/  10000 (95.30%), best:    9545/10000 (95.45%), error:      1513.97388, best error:      1446.23035 on epoch:    60, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 57.9833793640s, input_fired_time: 0.4474276006, output_fired_time: 0.3046630621, propagate_forward_time: 23.9055080414, propagate_backward_time: 31.4648494720, weight_update_time: 0.0869767815, other_time: 1.8609333038
epoch time: 5.4692621231s, input_fired_time: 0.0548334792, output_fired_time: 0.0000000000, propagate_forward_time: 5.0687384605, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3456902504
validation[          , genome  2871] predictions:    9544/  10000 (95.44%), best:    9545/10000 (95.45%), error:      1489.10205, best error:      1446.23035 on epoch:    60, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 53.5080184937s, input_fired_time: 0.4262224734, output_fired_time: 0.2851229012, propagate_forward_time: 22.0386047363, propagate_backward_time: 29.0266284943, weight_update_time: 0.0809723064, other_time: 1.7314395905
epoch time: 5.4980497360s, input_fired_time: 0.0548339374, output_fired_time: 0.0000000000, propagate_forward_time: 5.0947375298, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3484783173
validation[          , genome  2871] predictions:    9511/  10000 (95.11%), best:    9545/10000 (95.45%), error:      1588.00549, best error:      1446.23035 on epoch:    60, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 45.6091613770s, input_fired_time: 0.3833718896, output_fired_time: 0.2509788573, propagate_forward_time: 18.6726379395, propagate_backward_time: 24.8153057098, weight_update_time: 0.0685690716, other_time: 1.4868640900
epoch time: 3.7157638073s, input_fired_time: 0.0403975397, output_fired_time: 0.0000000000, propagate_forward_time: 3.4256246090, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2497415543
validation[          , genome  2871] predictions:    9239/  10000 (92.39%), best:    9545/10000 (95.45%), error:      2504.68823, best error:      1446.23035 on epoch:    60, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 43.1921195984s, input_fired_time: 0.3745797276, output_fired_time: 0.2392194718, propagate_forward_time: 17.6590671539, propagate_backward_time: 23.4839115143, weight_update_time: 0.0654865503, other_time: 1.4353408813
epoch time: 3.8614156246s, input_fired_time: 0.0418589748, output_fired_time: 0.0000000000, propagate_forward_time: 3.5642035007, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2553532124
validation[          , genome  2871] predictions:    9520/  10000 (95.20%), best:    9545/10000 (95.45%), error:      1586.13538, best error:      1446.23035 on epoch:    60, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 44.6175193787s, input_fired_time: 0.3811213970, output_fired_time: 0.2479975820, propagate_forward_time: 18.2380523682, propagate_backward_time: 24.2889766693, weight_update_time: 0.0670005381, other_time: 1.4613704681
epoch time: 3.6640093327s, input_fired_time: 0.0405524969, output_fired_time: 0.0000000000, propagate_forward_time: 3.3773200512, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2461369038
validation[          , genome  2871] predictions:    9471/  10000 (94.71%), best:    9545/10000 (95.45%), error:      1682.81470, best error:      1446.23035 on epoch:    60, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 44.2160148621s, input_fired_time: 0.3787474930, output_fired_time: 0.2445128262, propagate_forward_time: 18.0466423035, propagate_backward_time: 24.0807094574, weight_update_time: 0.0669595748, other_time: 1.4654026031
epoch time: 5.2019686699s, input_fired_time: 0.0541365705, output_fired_time: 0.0000000000, propagate_forward_time: 4.8138666153, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3339653015
validation[          , genome  2871] predictions:    9451/  10000 (94.51%), best:    9545/10000 (95.45%), error:      1749.70569, best error:      1446.23035 on epoch:    60, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 51.6815147400s, input_fired_time: 0.4210758805, output_fired_time: 0.2769651711, propagate_forward_time: 21.2368507385, propagate_backward_time: 28.0430793762, weight_update_time: 0.0794199258, other_time: 1.7035408020
epoch time: 5.3450832367s, input_fired_time: 0.0548711717, output_fired_time: 0.0000000000, propagate_forward_time: 4.9459185600, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3442935944
validation[          , genome  2871] predictions:    9508/  10000 (95.08%), best:    9545/10000 (95.45%), error:      1606.08215, best error:      1446.23035 on epoch:    60, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 47.2743873596s, input_fired_time: 0.3988354504, output_fired_time: 0.2569063008, propagate_forward_time: 19.3781242371, propagate_backward_time: 25.6556987762, weight_update_time: 0.0733555034, other_time: 1.5848255157
epoch time: 3.7664542198s, input_fired_time: 0.0412372015, output_fired_time: 0.0000000000, propagate_forward_time: 3.4738039970, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2514131069
validation[          , genome  2871] predictions:    9537/  10000 (95.37%), best:    9545/10000 (95.45%), error:      1542.91187, best error:      1446.23035 on epoch:    60, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 47.5439224243s, input_fired_time: 0.3949945271, output_fired_time: 0.2595688105, propagate_forward_time: 19.4411735535, propagate_backward_time: 25.8652935028, weight_update_time: 0.0717172325, other_time: 1.5828952789
epoch time: 3.5762233734s, input_fired_time: 0.0404260643, output_fired_time: 0.0000000000, propagate_forward_time: 3.2949702740, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2408270836
validation[          , genome  2871] predictions:    9307/  10000 (93.07%), best:    9545/10000 (95.45%), error:      2175.35034, best error:      1446.23035 on epoch:    60, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 49.8244590759s, input_fired_time: 0.4075226784, output_fired_time: 0.2675710618, propagate_forward_time: 20.5055198669, propagate_backward_time: 27.0128841400, weight_update_time: 0.0740701705, other_time: 1.6309604645
epoch time: 3.7261540890s, input_fired_time: 0.0413020328, output_fired_time: 0.0000000000, propagate_forward_time: 3.4357595444, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2490925789
validation[          , genome  2871] predictions:    9454/  10000 (94.54%), best:    9545/10000 (95.45%), error:      1696.70874, best error:      1446.23035 on epoch:    60, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 44.9082679749s, input_fired_time: 0.3842262030, output_fired_time: 0.2465298325, propagate_forward_time: 18.3604049683, propagate_backward_time: 24.4051380157, weight_update_time: 0.0678284317, other_time: 1.5119686127
epoch time: 3.5964016914s, input_fired_time: 0.0401174836, output_fired_time: 0.0000000000, propagate_forward_time: 3.3132946491, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2429895401
validation[          , genome  2871] predictions:    9533/  10000 (95.33%), best:    9545/10000 (95.45%), error:      1515.68945, best error:      1446.23035 on epoch:    60, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 42.4154167175s, input_fired_time: 0.3717056811, output_fired_time: 0.2363707721, propagate_forward_time: 17.2741718292, propagate_backward_time: 23.1248340607, weight_update_time: 0.0642790794, other_time: 1.4083366394
epoch time: 3.6620883942s, input_fired_time: 0.0405488722, output_fired_time: 0.0000000000, propagate_forward_time: 3.3751838207, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2463557720
validation[          , genome  2871] predictions:    9458/  10000 (94.58%), best:    9545/10000 (95.45%), error:      1679.33496, best error:      1446.23035 on epoch:    60, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 45.5028305054s, input_fired_time: 0.3943414390, output_fired_time: 0.2502885163, propagate_forward_time: 18.6575908661, propagate_backward_time: 24.7001876831, weight_update_time: 0.0684537515, other_time: 1.5004215240
epoch time: 4.6160664558s, input_fired_time: 0.0476158150, output_fired_time: 0.0000000000, propagate_forward_time: 4.2684221268, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3000283241
validation[          , genome  2871] predictions:    9536/  10000 (95.36%), best:    9545/10000 (95.45%), error:      1509.66919, best error:      1446.23035 on epoch:    60, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 51.0576820374s, input_fired_time: 0.4124445617, output_fired_time: 0.2744368017, propagate_forward_time: 20.9804782867, propagate_backward_time: 27.7306556702, weight_update_time: 0.0765003711, other_time: 1.6596660614
epoch time: 4.0893387794s, input_fired_time: 0.0436457582, output_fired_time: 0.0000000000, propagate_forward_time: 3.7760794163, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2696135044
validation[          , genome  2871] predictions:    9528/  10000 (95.28%), best:    9545/10000 (95.45%), error:      1525.94873, best error:      1446.23035 on epoch:    60, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 46.0862121582s, input_fired_time: 0.3904844522, output_fired_time: 0.2554486096, propagate_forward_time: 18.9593124390, propagate_backward_time: 24.9521503448, weight_update_time: 0.0692311302, other_time: 1.5288181305
epoch time: 4.6258201599s, input_fired_time: 0.0487804636, output_fired_time: 0.0000000000, propagate_forward_time: 4.2724671364, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3045725822
validation[          , genome  2871] predictions:    9535/  10000 (95.35%), best:    9545/10000 (95.45%), error:      1517.34058, best error:      1446.23035 on epoch:    60, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 42.8890113831s, input_fired_time: 0.3744559884, output_fired_time: 0.2445455492, propagate_forward_time: 17.5194683075, propagate_backward_time: 23.3257980347, weight_update_time: 0.0648489743, other_time: 1.4247455597
epoch time: 3.7584264278s, input_fired_time: 0.0413122177, output_fired_time: 0.0000000000, propagate_forward_time: 3.4621500969, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2549641132
validation[          , genome  2871] predictions:    9543/  10000 (95.43%), best:    9545/10000 (95.45%), error:      1474.70081, best error:      1446.23035 on epoch:    60, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 49.8273124695s, input_fired_time: 0.4090089798, output_fired_time: 0.2767839134, propagate_forward_time: 20.4745807648, propagate_backward_time: 27.0285358429, weight_update_time: 0.0747383237, other_time: 1.6384048462
epoch time: 4.3509941101s, input_fired_time: 0.0467552803, output_fired_time: 0.0000000000, propagate_forward_time: 4.0196890831, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2845497131
validation[          , genome  2871] predictions:    9533/  10000 (95.33%), best:    9545/10000 (95.45%), error:      1460.21143, best error:      1446.23035 on epoch:    60, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 48.6587219238s, input_fired_time: 0.3995288610, output_fired_time: 0.2633410394, propagate_forward_time: 19.9515724182, propagate_backward_time: 26.4709529877, weight_update_time: 0.0725471005, other_time: 1.5733280182
epoch time: 5.4710311890s, input_fired_time: 0.0550311841, output_fired_time: 0.0000000000, propagate_forward_time: 5.0697112083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3462886810
validation[          , genome  2871] predictions:    9541/  10000 (95.41%), best:    9545/10000 (95.45%), error:      1522.67627, best error:      1446.23035 on epoch:    60, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 42.2204551697s, input_fired_time: 0.3734438121, output_fired_time: 0.2363323718, propagate_forward_time: 17.2838287354, propagate_backward_time: 22.9180450439, weight_update_time: 0.0636919364, other_time: 1.4088058472
epoch time: 4.2398777008s, input_fired_time: 0.0448842049, output_fired_time: 0.0000000000, propagate_forward_time: 3.9154393673, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2795541286
validation[          , genome  2871] predictions:    9467/  10000 (94.67%), best:    9545/10000 (95.45%), error:      1673.53296, best error:      1446.23035 on epoch:    60, 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: 18.8234519958s, input_fired_time: 0.2079080492, output_fired_time: 0.0000000000, propagate_forward_time: 17.3115730286, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3039703369
best training[          , genome  2871] predictions:   48662/  50000 (97.32%), best:    9545/10000 (95.45%), error:      4614.63818, best error:      1446.23035 on epoch:    60, 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: 4.6395983696s, input_fired_time: 0.0477548949, output_fired_time: 0.0000000000, propagate_forward_time: 4.2750377655, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3168058395
   testing[          , genome  2871] predictions:    9630/  10000 (96.30%), best:    9545/10000 (95.45%), error:      1191.88782, best error:      1446.23035 on epoch:    60, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
23:57:48 (36330): called boinc_finish(0)

</stderr_txt>
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