Nameexact_genome_1512185335_36_8899_0
Workunit2562829
Created5 Dec 2017, 12:48:59 UTC
Sent5 Dec 2017, 12:58:18 UTC
Report deadline26 Dec 2017, 21:36:59 UTC
Received7 Dec 2017, 12:28:43 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52322
Run time11 hours 43 min 1 sec
CPU time11 hours 36 min 6 sec
Validate stateValid
Credit5,340.05
Device peak FLOPS2.94 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size161.53 MB
Peak swap size160.05 MB
Peak disk usage3.56 MB

Stderr output

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

epoch time: 377.7681579590s, input_fired_time: 4.4061608315, output_fired_time: 4.5728945732, propagate_forward_time: 142.2909393311, propagate_backward_time: 221.0145721436, weight_update_time: 0.4198199809, other_time: 5.4835815430
epoch time: 29.9041709900s, input_fired_time: 0.5464649796, output_fired_time: 0.0000000000, propagate_forward_time: 28.3610439301, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9966621399
validation[          , genome  8899] predictions:    9819/  10000 (98.19%), best:    9819/10000 (98.19%), error:       583.69617, best error:       583.69617 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 376.6021423340s, input_fired_time: 4.4136428833, output_fired_time: 4.5464472771, propagate_forward_time: 142.4431457520, propagate_backward_time: 219.7175750732, weight_update_time: 0.4217574298, other_time: 5.4813385010
epoch time: 29.3366165161s, input_fired_time: 0.5371917486, output_fired_time: 0.0000000000, propagate_forward_time: 27.8410301208, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9583950043
validation[          , genome  8899] predictions:    9822/  10000 (98.22%), best:    9822/10000 (98.22%), error:       557.03589, best error:       557.03589 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 379.5666809082s, input_fired_time: 4.4447402954, output_fired_time: 4.6003947258, propagate_forward_time: 143.2040863037, propagate_backward_time: 221.8159790039, weight_update_time: 0.4215323329, other_time: 5.5014801025
epoch time: 30.4756679535s, input_fired_time: 0.5538114905, output_fired_time: 0.0000000000, propagate_forward_time: 28.9393196106, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9825363159
validation[          , genome  8899] predictions:    9800/  10000 (98.00%), best:    9822/10000 (98.22%), error:       719.88239, best error:       557.03589 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 377.6590576172s, input_fired_time: 4.4310250282, output_fired_time: 4.5725922585, propagate_forward_time: 142.8931884766, propagate_backward_time: 220.2708740234, weight_update_time: 0.4180227518, other_time: 5.4913635254
epoch time: 30.3041934967s, input_fired_time: 0.5483248234, output_fired_time: 0.0000000000, propagate_forward_time: 28.7827587128, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9731101990
validation[          , genome  8899] predictions:    9817/  10000 (98.17%), best:    9822/10000 (98.22%), error:       640.12769, best error:       557.03589 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 376.6385498047s, input_fired_time: 4.4001669884, output_fired_time: 4.5724835396, propagate_forward_time: 141.2650909424, propagate_backward_time: 220.9093475342, weight_update_time: 0.4170741141, other_time: 5.4914550781
epoch time: 29.7995338440s, input_fired_time: 0.5463175774, output_fired_time: 0.0000000000, propagate_forward_time: 28.2858276367, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9673881531
validation[          , genome  8899] predictions:    9817/  10000 (98.17%), best:    9822/10000 (98.22%), error:       598.31696, best error:       557.03589 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 376.7124328613s, input_fired_time: 4.3918704987, output_fired_time: 4.5561456680, propagate_forward_time: 141.4414672852, propagate_backward_time: 220.8547973633, weight_update_time: 0.4162846208, other_time: 5.4681396484
epoch time: 29.8942604065s, input_fired_time: 0.5408925414, output_fired_time: 0.0000000000, propagate_forward_time: 28.3761768341, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9771919250
validation[          , genome  8899] predictions:    9838/  10000 (98.38%), best:    9838/10000 (98.38%), error:       553.33728, best error:       553.33728 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 376.4638366699s, input_fired_time: 4.4190745354, output_fired_time: 4.5633134842, propagate_forward_time: 141.7820892334, propagate_backward_time: 220.2121124268, weight_update_time: 0.4154416919, other_time: 5.4872436523
epoch time: 29.6428661346s, input_fired_time: 0.5445680022, output_fired_time: 0.0000000000, propagate_forward_time: 28.1231403351, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9751586914
validation[          , genome  8899] predictions:    9824/  10000 (98.24%), best:    9838/10000 (98.38%), error:       576.06549, best error:       553.33728 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 377.4814147949s, input_fired_time: 4.4202504158, output_fired_time: 4.5582222939, propagate_forward_time: 141.8817901611, propagate_backward_time: 221.1385498047, weight_update_time: 0.4226710796, other_time: 5.4825897217
epoch time: 29.8848838806s, input_fired_time: 0.5453482270, output_fired_time: 0.0000000000, propagate_forward_time: 28.3483562469, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9911785126
validation[          , genome  8899] predictions:    9837/  10000 (98.37%), best:    9838/10000 (98.38%), error:       554.47327, best error:       553.33728 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 379.8253479004s, input_fired_time: 4.4334878922, output_fired_time: 4.5846462250, propagate_forward_time: 142.9850616455, propagate_backward_time: 222.3201599121, weight_update_time: 0.4209729731, other_time: 5.5019683838
epoch time: 30.4661903381s, input_fired_time: 0.5562165380, output_fired_time: 0.0000000000, propagate_forward_time: 28.9207992554, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9891738892
validation[          , genome  8899] predictions:    9770/  10000 (97.70%), best:    9838/10000 (98.38%), error:       741.32764, best error:       553.33728 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 378.2145080566s, input_fired_time: 4.4340877533, output_fired_time: 4.5620131493, propagate_forward_time: 142.3902130127, propagate_backward_time: 221.3284606934, weight_update_time: 0.4216668308, other_time: 5.4997406006
epoch time: 30.6573352814s, input_fired_time: 0.5568153858, output_fired_time: 0.0000000000, propagate_forward_time: 29.1175518036, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9829673767
validation[          , genome  8899] predictions:    9831/  10000 (98.31%), best:    9831/10000 (98.31%), error:       540.08496, best error:       540.08496 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 381.9056701660s, input_fired_time: 4.4612073898, output_fired_time: 4.5955209732, propagate_forward_time: 144.0147552490, propagate_backward_time: 223.3115386963, weight_update_time: 0.4220504463, other_time: 5.5226440430
epoch time: 30.1324901581s, input_fired_time: 0.5491346717, output_fired_time: 0.0000000000, propagate_forward_time: 28.6020965576, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9812583923
validation[          , genome  8899] predictions:    9740/  10000 (97.40%), best:    9831/10000 (98.31%), error:       819.45605, best error:       540.08496 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 381.0643310547s, input_fired_time: 4.4665460587, output_fired_time: 4.5944952965, propagate_forward_time: 143.5271148682, propagate_backward_time: 222.9099578857, weight_update_time: 0.4226133525, other_time: 5.5662231445
epoch time: 29.9248771667s, input_fired_time: 0.5439706445, output_fired_time: 0.0000000000, propagate_forward_time: 28.4091281891, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9717788696
validation[          , genome  8899] predictions:    9806/  10000 (98.06%), best:    9831/10000 (98.31%), error:       607.54382, best error:       540.08496 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 378.6177062988s, input_fired_time: 4.4317646027, output_fired_time: 4.5658288002, propagate_forward_time: 142.6350402832, propagate_backward_time: 221.4627532959, weight_update_time: 0.4214507937, other_time: 5.5223236084
epoch time: 30.1940784454s, input_fired_time: 0.5571843982, output_fired_time: 0.0000000000, propagate_forward_time: 28.6357612610, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0011329651
validation[          , genome  8899] predictions:    9821/  10000 (98.21%), best:    9831/10000 (98.31%), error:       554.35254, best error:       540.08496 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 383.1543884277s, input_fired_time: 4.4730348587, output_fired_time: 4.6168608665, propagate_forward_time: 144.1507110596, propagate_backward_time: 224.3873443604, weight_update_time: 0.4270397127, other_time: 5.5264587402
epoch time: 30.9062767029s, input_fired_time: 0.5607503057, output_fired_time: 0.0000000000, propagate_forward_time: 29.3528175354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9927082062
validation[          , genome  8899] predictions:    9830/  10000 (98.30%), best:    9831/10000 (98.31%), error:       555.70404, best error:       540.08496 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 381.4082336426s, input_fired_time: 4.4493789673, output_fired_time: 4.5840902328, propagate_forward_time: 143.3826904297, propagate_backward_time: 223.4799041748, weight_update_time: 0.4200555980, other_time: 5.5121917725
epoch time: 29.6255092621s, input_fired_time: 0.5354617834, output_fired_time: 0.0000000000, propagate_forward_time: 28.1297302246, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9603176117
validation[          , genome  8899] predictions:    9815/  10000 (98.15%), best:    9831/10000 (98.31%), error:       594.22839, best error:       540.08496 on epoch:    24, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 378.9564208984s, input_fired_time: 4.4248495102, output_fired_time: 4.5990366936, propagate_forward_time: 141.9092559814, propagate_backward_time: 222.5196075439, weight_update_time: 0.4189517498, other_time: 5.5036926270
epoch time: 27.9082260132s, input_fired_time: 0.5237008929, output_fired_time: 0.0000000000, propagate_forward_time: 26.4282932281, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9562320709
validation[          , genome  8899] predictions:    9821/  10000 (98.21%), best:    9831/10000 (98.31%), error:       613.22742, best error:       540.08496 on epoch:    24, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 377.0377502441s, input_fired_time: 4.4180154800, output_fired_time: 4.5583529472, propagate_forward_time: 141.8102569580, propagate_backward_time: 220.7892913818, weight_update_time: 0.4162616730, other_time: 5.4618225098
epoch time: 30.9874324799s, input_fired_time: 0.5620827079, output_fired_time: 0.0000000000, propagate_forward_time: 29.4177589417, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0075912476
validation[          , genome  8899] predictions:    9827/  10000 (98.27%), best:    9831/10000 (98.31%), error:       562.01361, best error:       540.08496 on epoch:    24, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 383.5708923340s, input_fired_time: 4.4814400673, output_fired_time: 4.6126842499, propagate_forward_time: 144.0283966064, propagate_backward_time: 224.8940734863, weight_update_time: 0.4259300828, other_time: 5.5543060303
epoch time: 29.3083610535s, input_fired_time: 0.5349020362, output_fired_time: 0.0000000000, propagate_forward_time: 27.8158283234, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9576301575
validation[          , genome  8899] predictions:    9792/  10000 (97.92%), best:    9831/10000 (98.31%), error:       686.21362, best error:       540.08496 on epoch:    24, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 381.8491821289s, input_fired_time: 4.4667735100, output_fired_time: 4.6001048088, propagate_forward_time: 143.6105041504, propagate_backward_time: 223.6768798828, weight_update_time: 0.4226773381, other_time: 5.4949340820
epoch time: 29.9440059662s, input_fired_time: 0.5415843725, output_fired_time: 0.0000000000, propagate_forward_time: 28.4388122559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9636096954
validation[          , genome  8899] predictions:    9824/  10000 (98.24%), best:    9831/10000 (98.31%), error:       580.96881, best error:       540.08496 on epoch:    24, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 380.8235168457s, input_fired_time: 4.4586677551, output_fired_time: 4.5785884857, propagate_forward_time: 143.4090881348, propagate_backward_time: 222.8556823730, weight_update_time: 0.4240688682, other_time: 5.5214843750
epoch time: 29.7241878510s, input_fired_time: 0.5436344743, output_fired_time: 0.0000000000, propagate_forward_time: 28.2228031158, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9577503204
validation[          , genome  8899] predictions:    9836/  10000 (98.36%), best:    9836/10000 (98.36%), error:       524.68231, best error:       524.68231 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 377.4498291016s, input_fired_time: 4.4412121773, output_fired_time: 4.5128178596, propagate_forward_time: 142.1371459961, propagate_backward_time: 220.8813781738, weight_update_time: 0.4173132777, other_time: 5.4772644043
epoch time: 30.4076366425s, input_fired_time: 0.5546450019, output_fired_time: 0.0000000000, propagate_forward_time: 28.8620986938, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9908924103
validation[          , genome  8899] predictions:    9849/  10000 (98.49%), best:    9849/10000 (98.49%), error:       503.21985, best error:       503.21985 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 378.8042907715s, input_fired_time: 4.4257473946, output_fired_time: 4.5604414940, propagate_forward_time: 142.7049560547, propagate_backward_time: 221.6476135254, weight_update_time: 0.4191711247, other_time: 5.4655151367
epoch time: 29.9842815399s, input_fired_time: 0.5512365103, output_fired_time: 0.0000000000, propagate_forward_time: 28.4577598572, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9752845764
validation[          , genome  8899] predictions:    9834/  10000 (98.34%), best:    9849/10000 (98.49%), error:       539.74005, best error:       503.21985 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 381.8181457520s, input_fired_time: 4.4403576851, output_fired_time: 4.5830860138, propagate_forward_time: 143.4262542725, propagate_backward_time: 223.8669281006, weight_update_time: 0.4223528504, other_time: 5.5014953613
epoch time: 30.7831802368s, input_fired_time: 0.5628360510, output_fired_time: 0.0000000000, propagate_forward_time: 29.2347068787, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9856376648
validation[          , genome  8899] predictions:    9839/  10000 (98.39%), best:    9849/10000 (98.49%), error:       555.00159, best error:       503.21985 on epoch:    35, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 378.0850830078s, input_fired_time: 4.4170141220, output_fired_time: 4.5565571785, propagate_forward_time: 141.6977233887, propagate_backward_time: 221.9739685059, weight_update_time: 0.4155530334, other_time: 5.4398193359
epoch time: 30.5387344360s, input_fired_time: 0.5592358708, output_fired_time: 0.0000000000, propagate_forward_time: 29.0055656433, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9739322662
validation[          , genome  8899] predictions:    9793/  10000 (97.93%), best:    9849/10000 (98.49%), error:       655.22913, best error:       503.21985 on epoch:    35, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 378.4692993164s, input_fired_time: 4.4209694862, output_fired_time: 4.5212101936, propagate_forward_time: 141.9606170654, propagate_backward_time: 222.1118164063, weight_update_time: 0.4180077612, other_time: 5.4546966553
epoch time: 28.9600791931s, input_fired_time: 0.5348789096, output_fired_time: 0.0000000000, propagate_forward_time: 27.4693546295, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9558448792
validation[          , genome  8899] predictions:    9781/  10000 (97.81%), best:    9849/10000 (98.49%), error:       683.97919, best error:       503.21985 on epoch:    35, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 377.4568481445s, input_fired_time: 4.4134101868, output_fired_time: 4.5116348267, propagate_forward_time: 141.2908325195, propagate_backward_time: 221.7662811279, weight_update_time: 0.4195041656, other_time: 5.4746856689
epoch time: 30.8113670349s, input_fired_time: 0.5614083409, output_fired_time: 0.0000000000, propagate_forward_time: 29.2653789520, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9845790863
validation[          , genome  8899] predictions:    9837/  10000 (98.37%), best:    9849/10000 (98.49%), error:       530.04657, best error:       503.21985 on epoch:    35, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 375.0035400391s, input_fired_time: 4.4025955200, output_fired_time: 4.5191645622, propagate_forward_time: 140.6038970947, propagate_backward_time: 220.0317230225, weight_update_time: 0.4144337475, other_time: 5.4461669922
epoch time: 29.8052253723s, input_fired_time: 0.5449784398, output_fired_time: 0.0000000000, propagate_forward_time: 28.2848320007, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9754142761
validation[          , genome  8899] predictions:    9813/  10000 (98.13%), best:    9849/10000 (98.49%), error:       605.19495, best error:       503.21985 on epoch:    35, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 381.1119995117s, input_fired_time: 4.4626841545, output_fired_time: 4.5918040276, propagate_forward_time: 143.1309967041, propagate_backward_time: 223.4214630127, weight_update_time: 0.4257099330, other_time: 5.5050659180
epoch time: 29.7408885956s, input_fired_time: 0.5494645238, output_fired_time: 0.0000000000, propagate_forward_time: 28.2174263000, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9739971161
validation[          , genome  8899] predictions:    9833/  10000 (98.33%), best:    9849/10000 (98.49%), error:       535.71820, best error:       503.21985 on epoch:    35, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 376.9723205566s, input_fired_time: 4.4217739105, output_fired_time: 4.5453515053, propagate_forward_time: 141.6315155029, propagate_backward_time: 220.8928833008, weight_update_time: 0.4192904532, other_time: 5.4807891846
epoch time: 29.5276355743s, input_fired_time: 0.5492267013, output_fired_time: 0.0000000000, propagate_forward_time: 28.0185623169, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9598464966
validation[          , genome  8899] predictions:    9828/  10000 (98.28%), best:    9849/10000 (98.49%), error:       580.54297, best error:       503.21985 on epoch:    35, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 382.4860534668s, input_fired_time: 4.4639635086, output_fired_time: 4.6123218536, propagate_forward_time: 143.3444519043, propagate_backward_time: 224.5785217285, weight_update_time: 0.4183727205, other_time: 5.4867858887
epoch time: 30.8657169342s, input_fired_time: 0.5638697147, output_fired_time: 0.0000000000, propagate_forward_time: 29.3171882629, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9846591949
validation[          , genome  8899] predictions:    9797/  10000 (97.97%), best:    9849/10000 (98.49%), error:       649.69177, best error:       503.21985 on epoch:    35, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 379.4336242676s, input_fired_time: 4.4550137520, output_fired_time: 4.5873384476, propagate_forward_time: 142.6266632080, propagate_backward_time: 222.2747497559, weight_update_time: 0.4185754955, other_time: 5.4898529053
epoch time: 29.1646137238s, input_fired_time: 0.5374188423, output_fired_time: 0.0000000000, propagate_forward_time: 27.6729297638, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9542655945
validation[          , genome  8899] predictions:    9842/  10000 (98.42%), best:    9849/10000 (98.49%), error:       550.07635, best error:       503.21985 on epoch:    35, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 379.1733398438s, input_fired_time: 4.4462313652, output_fired_time: 4.5656204224, propagate_forward_time: 141.6129150391, propagate_backward_time: 223.0443878174, weight_update_time: 0.4185637236, other_time: 5.5041961670
epoch time: 30.3564510345s, input_fired_time: 0.5550826788, output_fired_time: 0.0000000000, propagate_forward_time: 28.8226928711, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9786758423
validation[          , genome  8899] predictions:    9824/  10000 (98.24%), best:    9849/10000 (98.49%), error:       562.74945, best error:       503.21985 on epoch:    35, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 381.2890930176s, input_fired_time: 4.4648423195, output_fired_time: 4.5898871422, propagate_forward_time: 142.7897796631, propagate_backward_time: 223.9292144775, weight_update_time: 0.4182360768, other_time: 5.5153808594
epoch time: 30.0842819214s, input_fired_time: 0.5532089472, output_fired_time: 0.0000000000, propagate_forward_time: 28.5593643188, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9717082977
validation[          , genome  8899] predictions:    9829/  10000 (98.29%), best:    9849/10000 (98.49%), error:       561.93109, best error:       503.21985 on epoch:    35, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 383.3715820313s, input_fired_time: 4.4776725769, output_fired_time: 4.6050014496, propagate_forward_time: 143.8181152344, propagate_backward_time: 224.9799499512, weight_update_time: 0.4261408150, other_time: 5.4908447266
epoch time: 30.7609405518s, input_fired_time: 0.5658802390, output_fired_time: 0.0000000000, propagate_forward_time: 29.2083797455, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9866809845
validation[          , genome  8899] predictions:    9818/  10000 (98.18%), best:    9849/10000 (98.49%), error:       589.02472, best error:       503.21985 on epoch:    35, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 382.2353820801s, input_fired_time: 4.4681568146, output_fired_time: 4.6072211266, propagate_forward_time: 143.2785491943, propagate_backward_time: 224.3675231934, weight_update_time: 0.4212567806, other_time: 5.5139312744
epoch time: 30.3073081970s, input_fired_time: 0.5521436930, output_fired_time: 0.0000000000, propagate_forward_time: 28.7690010071, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9861640930
validation[          , genome  8899] predictions:    9808/  10000 (98.08%), best:    9849/10000 (98.49%), error:       587.13837, best error:       503.21985 on epoch:    35, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 384.4422912598s, input_fired_time: 4.4890117645, output_fired_time: 4.6250567436, propagate_forward_time: 144.3070678711, propagate_backward_time: 225.5086517334, weight_update_time: 0.4188598990, other_time: 5.5124969482
epoch time: 30.5720195770s, input_fired_time: 0.5646865964, output_fired_time: 0.0000000000, propagate_forward_time: 29.0244445801, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9828891754
validation[          , genome  8899] predictions:    9801/  10000 (98.01%), best:    9849/10000 (98.49%), error:       645.51337, best error:       503.21985 on epoch:    35, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 385.9200744629s, input_fired_time: 4.5021629333, output_fired_time: 4.6347265244, propagate_forward_time: 144.9656066895, propagate_backward_time: 226.2851867676, weight_update_time: 0.4235152900, other_time: 5.5323791504
epoch time: 30.5271224976s, input_fired_time: 0.5582773089, output_fired_time: 0.0000000000, propagate_forward_time: 28.9937992096, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9750461578
validation[          , genome  8899] predictions:    9839/  10000 (98.39%), best:    9849/10000 (98.49%), error:       566.01709, best error:       503.21985 on epoch:    35, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 379.1113891602s, input_fired_time: 4.4620966911, output_fired_time: 4.5485334396, propagate_forward_time: 142.3502044678, propagate_backward_time: 222.2440643311, weight_update_time: 0.4196885228, other_time: 5.5065002441
epoch time: 30.0310611725s, input_fired_time: 0.5463477373, output_fired_time: 0.0000000000, propagate_forward_time: 28.5263481140, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9583644867
validation[          , genome  8899] predictions:    9859/  10000 (98.59%), best:    9859/10000 (98.59%), error:       478.47043, best error:       478.47043 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 383.7563171387s, input_fired_time: 4.4736661911, output_fired_time: 4.6231637001, propagate_forward_time: 143.5748748779, propagate_backward_time: 225.5766754150, weight_update_time: 0.4254405797, other_time: 5.5079345703
epoch time: 30.6955623627s, input_fired_time: 0.5580619574, output_fired_time: 0.0000000000, propagate_forward_time: 29.1622734070, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9752273560
validation[          , genome  8899] predictions:    9850/  10000 (98.50%), best:    9859/10000 (98.59%), error:       486.16376, best error:       478.47043 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 384.3435363770s, input_fired_time: 4.5034036636, output_fired_time: 4.5953865051, propagate_forward_time: 144.6008300781, propagate_backward_time: 225.1109924316, weight_update_time: 0.4227169156, other_time: 5.5328979492
epoch time: 29.7829036713s, input_fired_time: 0.5474514961, output_fired_time: 0.0000000000, propagate_forward_time: 28.2688522339, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9666004181
validation[          , genome  8899] predictions:    9842/  10000 (98.42%), best:    9859/10000 (98.59%), error:       518.13770, best error:       478.47043 on epoch:    52, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 383.9229736328s, input_fired_time: 4.4777665138, output_fired_time: 4.5985531807, propagate_forward_time: 143.5831298828, propagate_backward_time: 225.7511291504, weight_update_time: 0.4277666509, other_time: 5.5124206543
epoch time: 29.9822330475s, input_fired_time: 0.5559827685, output_fired_time: 0.0000000000, propagate_forward_time: 28.4727802277, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9534702301
validation[          , genome  8899] predictions:    9829/  10000 (98.29%), best:    9859/10000 (98.59%), error:       572.45563, best error:       478.47043 on epoch:    52, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 382.7966918945s, input_fired_time: 4.4782133102, output_fired_time: 4.5911245346, propagate_forward_time: 143.7148895264, propagate_backward_time: 224.4774780273, weight_update_time: 0.4223001003, other_time: 5.5349884033
epoch time: 31.0465393066s, input_fired_time: 0.5628445745, output_fired_time: 0.0000000000, propagate_forward_time: 29.5118865967, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9718074799
validation[          , genome  8899] predictions:    9815/  10000 (98.15%), best:    9859/10000 (98.59%), error:       582.85040, best error:       478.47043 on epoch:    52, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 379.2446289063s, input_fired_time: 4.4468870163, output_fired_time: 4.5457854271, propagate_forward_time: 141.9260559082, propagate_backward_time: 222.8487091064, weight_update_time: 0.4195183814, other_time: 5.4771881104
epoch time: 30.3493366241s, input_fired_time: 0.5530979633, output_fired_time: 0.0000000000, propagate_forward_time: 28.8266048431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9696331024
validation[          , genome  8899] predictions:    9835/  10000 (98.35%), best:    9859/10000 (98.59%), error:       531.45575, best error:       478.47043 on epoch:    52, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 385.3832702637s, input_fired_time: 4.5158243179, output_fired_time: 4.6406760216, propagate_forward_time: 144.3610992432, propagate_backward_time: 226.3113098145, weight_update_time: 0.4255923927, other_time: 5.5543365479
epoch time: 29.9807929993s, input_fired_time: 0.5574998856, output_fired_time: 0.0000000000, propagate_forward_time: 28.4422073364, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9810867310
validation[          , genome  8899] predictions:    9833/  10000 (98.33%), best:    9859/10000 (98.59%), error:       529.25800, best error:       478.47043 on epoch:    52, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 384.5228576660s, input_fired_time: 4.4972019196, output_fired_time: 4.6136512756, propagate_forward_time: 143.9287872314, propagate_backward_time: 225.9501342773, weight_update_time: 0.4271461666, other_time: 5.5330963135
epoch time: 29.3178081512s, input_fired_time: 0.5513625145, output_fired_time: 0.0000000000, propagate_forward_time: 27.7930183411, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9734268188
validation[          , genome  8899] predictions:    9823/  10000 (98.23%), best:    9859/10000 (98.59%), error:       541.59564, best error:       478.47043 on epoch:    52, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 382.4088745117s, input_fired_time: 4.4930133820, output_fired_time: 4.5998682976, propagate_forward_time: 143.7236328125, propagate_backward_time: 224.0716247559, weight_update_time: 0.4214949906, other_time: 5.5207519531
epoch time: 30.6217155457s, input_fired_time: 0.5694152713, output_fired_time: 0.0000000000, propagate_forward_time: 29.0681686401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9841308594
validation[          , genome  8899] predictions:    9836/  10000 (98.36%), best:    9859/10000 (98.59%), error:       526.36847, best error:       478.47043 on epoch:    52, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 379.9140319824s, input_fired_time: 4.4749779701, output_fired_time: 4.5834965706, propagate_forward_time: 142.7623138428, propagate_backward_time: 222.5982208252, weight_update_time: 0.4215223193, other_time: 5.4950256348
epoch time: 30.9430141449s, input_fired_time: 0.5709192753, output_fired_time: 0.0000000000, propagate_forward_time: 29.3767662048, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9953289032
validation[          , genome  8899] predictions:    9854/  10000 (98.54%), best:    9859/10000 (98.59%), error:       485.81171, best error:       478.47043 on epoch:    52, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 385.5122680664s, input_fired_time: 4.5191574097, output_fired_time: 4.6256933212, propagate_forward_time: 144.3224792480, propagate_backward_time: 226.5161743164, weight_update_time: 0.4270576239, other_time: 5.5287475586
epoch time: 29.8723125458s, input_fired_time: 0.5473886132, output_fired_time: 0.0000000000, propagate_forward_time: 28.3592472076, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9656772614
validation[          , genome  8899] predictions:    9805/  10000 (98.05%), best:    9859/10000 (98.59%), error:       624.33899, best error:       478.47043 on epoch:    52, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 388.4527893066s, input_fired_time: 4.5393753052, output_fired_time: 4.6869220734, propagate_forward_time: 145.6897430420, propagate_backward_time: 227.9779815674, weight_update_time: 0.4291626513, other_time: 5.5587768555
epoch time: 30.7783145905s, input_fired_time: 0.5669997931, output_fired_time: 0.0000000000, propagate_forward_time: 29.2246379852, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9866771698
validation[          , genome  8899] predictions:    9864/  10000 (98.64%), best:    9864/10000 (98.64%), error:       442.88092, best error:       442.88092 on epoch:    63, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 385.2208557129s, input_fired_time: 4.5187549591, output_fired_time: 4.6385369301, propagate_forward_time: 143.9145202637, propagate_backward_time: 226.6151733398, weight_update_time: 0.4246485829, other_time: 5.5338439941
epoch time: 30.8478546143s, input_fired_time: 0.5738157034, output_fired_time: 0.0000000000, propagate_forward_time: 29.2884902954, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9855480194
validation[          , genome  8899] predictions:    9853/  10000 (98.53%), best:    9864/10000 (98.64%), error:       485.41412, best error:       442.88092 on epoch:    63, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 387.0925292969s, input_fired_time: 4.5242800713, output_fired_time: 4.6506495476, propagate_forward_time: 144.9065093994, propagate_backward_time: 227.4359436035, weight_update_time: 0.4335622191, other_time: 5.5751495361
epoch time: 30.8369712830s, input_fired_time: 0.5697666407, output_fired_time: 0.0000000000, propagate_forward_time: 29.2924671173, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9747371674
validation[          , genome  8899] predictions:    9869/  10000 (98.69%), best:    9864/10000 (98.64%), error:       456.42728, best error:       442.88092 on epoch:    63, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 385.6374816895s, input_fired_time: 4.5236849785, output_fired_time: 4.6242275238, propagate_forward_time: 144.5726928711, propagate_backward_time: 226.3859100342, weight_update_time: 0.4265524447, other_time: 5.5309600830
epoch time: 31.0012531281s, input_fired_time: 0.5699134469, output_fired_time: 0.0000000000, propagate_forward_time: 29.4404659271, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9908733368
validation[          , genome  8899] predictions:    9860/  10000 (98.60%), best:    9864/10000 (98.64%), error:       458.40802, best error:       442.88092 on epoch:    63, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 388.0964965820s, input_fired_time: 4.5516195297, output_fired_time: 4.6642131805, propagate_forward_time: 145.4149017334, propagate_backward_time: 227.9208221436, weight_update_time: 0.4255825579, other_time: 5.5449523926
epoch time: 30.9024810791s, input_fired_time: 0.5714038610, output_fired_time: 0.0000000000, propagate_forward_time: 29.3294887543, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0015888214
validation[          , genome  8899] predictions:    9848/  10000 (98.48%), best:    9864/10000 (98.64%), error:       469.47397, best error:       442.88092 on epoch:    63, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 388.4571228027s, input_fired_time: 4.5551671982, output_fired_time: 4.6605291367, propagate_forward_time: 145.4648895264, propagate_backward_time: 228.2206878662, weight_update_time: 0.4327937961, other_time: 5.5558471680
epoch time: 30.7481803894s, input_fired_time: 0.5616639256, output_fired_time: 0.0000000000, propagate_forward_time: 29.1971549988, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9893608093
validation[          , genome  8899] predictions:    9851/  10000 (98.51%), best:    9864/10000 (98.64%), error:       494.41138, best error:       442.88092 on epoch:    63, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 387.3625183105s, input_fired_time: 4.5335445404, output_fired_time: 4.6573467255, propagate_forward_time: 145.2083892822, propagate_backward_time: 227.4478302002, weight_update_time: 0.4251040220, other_time: 5.5154113770
epoch time: 30.8649063110s, input_fired_time: 0.5638692975, output_fired_time: 0.0000000000, propagate_forward_time: 29.3229370117, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9780998230
validation[          , genome  8899] predictions:    9855/  10000 (98.55%), best:    9864/10000 (98.64%), error:       485.96991, best error:       442.88092 on epoch:    63, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 387.4735107422s, input_fired_time: 4.5514531136, output_fired_time: 4.6507773399, propagate_forward_time: 145.5682067871, propagate_backward_time: 227.1292877197, weight_update_time: 0.4311236143, other_time: 5.5737762451
epoch time: 30.2513618469s, input_fired_time: 0.5594689250, output_fired_time: 0.0000000000, propagate_forward_time: 28.7115993500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9802932739
validation[          , genome  8899] predictions:    9859/  10000 (98.59%), best:    9864/10000 (98.64%), error:       471.44931, best error:       442.88092 on epoch:    63, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 386.0763549805s, input_fired_time: 4.5313749313, output_fired_time: 4.6286339760, propagate_forward_time: 144.6601562500, propagate_backward_time: 226.7187042236, weight_update_time: 0.4277986884, other_time: 5.5374908447
epoch time: 30.2824630737s, input_fired_time: 0.5606135130, output_fired_time: 0.0000000000, propagate_forward_time: 28.7437343597, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9781150818
validation[          , genome  8899] predictions:    9840/  10000 (98.40%), best:    9864/10000 (98.64%), error:       519.80475, best error:       442.88092 on epoch:    63, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 389.1683654785s, input_fired_time: 4.5496678352, output_fired_time: 4.6563739777, propagate_forward_time: 145.7388916016, propagate_backward_time: 228.6273956299, weight_update_time: 0.4322009683, other_time: 5.5960235596
epoch time: 30.6006469727s, input_fired_time: 0.5650259256, output_fired_time: 0.0000000000, propagate_forward_time: 29.0464744568, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9891471863
validation[          , genome  8899] predictions:    9857/  10000 (98.57%), best:    9864/10000 (98.64%), error:       466.91043, best error:       442.88092 on epoch:    63, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 387.0517578125s, input_fired_time: 4.5310482979, output_fired_time: 4.6527171135, propagate_forward_time: 144.8247222900, propagate_backward_time: 227.5055389404, weight_update_time: 0.4248332977, other_time: 5.5377502441
epoch time: 30.9075489044s, input_fired_time: 0.5670607686, output_fired_time: 0.0000000000, propagate_forward_time: 29.3481369019, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9923515320
validation[          , genome  8899] predictions:    9834/  10000 (98.34%), best:    9864/10000 (98.64%), error:       527.58417, best error:       442.88092 on epoch:    63, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 388.3678894043s, input_fired_time: 4.5318913460, output_fired_time: 4.6567440033, propagate_forward_time: 145.5333557129, propagate_backward_time: 228.0984344482, weight_update_time: 0.4289723933, other_time: 5.5474700928
epoch time: 30.7367820740s, input_fired_time: 0.5687426329, output_fired_time: 0.0000000000, propagate_forward_time: 29.1947746277, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9732646942
validation[          , genome  8899] predictions:    9864/  10000 (98.64%), best:    9864/10000 (98.64%), error:       461.45389, best error:       442.88092 on epoch:    63, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 384.9568176270s, input_fired_time: 4.5071973801, output_fired_time: 4.6378417015, propagate_forward_time: 144.1199798584, propagate_backward_time: 226.1694183350, weight_update_time: 0.4283567667, other_time: 5.5223693848
epoch time: 30.6061153412s, input_fired_time: 0.5626548529, output_fired_time: 0.0000000000, propagate_forward_time: 29.0562133789, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9872474670
validation[          , genome  8899] predictions:    9865/  10000 (98.65%), best:    9864/10000 (98.64%), error:       462.12024, best error:       442.88092 on epoch:    63, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 387.6654663086s, input_fired_time: 4.5436730385, output_fired_time: 4.6506128311, propagate_forward_time: 145.0139465332, propagate_backward_time: 227.9587707520, weight_update_time: 0.4263296425, other_time: 5.4984741211
epoch time: 30.9109096527s, input_fired_time: 0.5710085630, output_fired_time: 0.0000000000, propagate_forward_time: 29.3544101715, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9854907990
validation[          , genome  8899] predictions:    9844/  10000 (98.44%), best:    9864/10000 (98.64%), error:       511.16565, best error:       442.88092 on epoch:    63, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 387.1607666016s, input_fired_time: 4.5221729279, output_fired_time: 4.6301980019, propagate_forward_time: 145.0671844482, propagate_backward_time: 227.4168701172, weight_update_time: 0.4252838790, other_time: 5.5243377686
epoch time: 30.8226108551s, input_fired_time: 0.5647227764, output_fired_time: 0.0000000000, propagate_forward_time: 29.2803039551, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9775848389
validation[          , genome  8899] predictions:    9850/  10000 (98.50%), best:    9864/10000 (98.64%), error:       505.54291, best error:       442.88092 on epoch:    63, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 387.0409545898s, input_fired_time: 4.5315313339, output_fired_time: 4.6252684593, propagate_forward_time: 145.0063934326, propagate_backward_time: 227.3246154785, weight_update_time: 0.4324832559, other_time: 5.5531463623
epoch time: 29.8838653564s, input_fired_time: 0.5583944321, output_fired_time: 0.0000000000, propagate_forward_time: 28.3567523956, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9687175751
validation[          , genome  8899] predictions:    9833/  10000 (98.33%), best:    9864/10000 (98.64%), error:       541.75482, best error:       442.88092 on epoch:    63, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 388.2519836426s, input_fired_time: 4.5514326096, output_fired_time: 4.6558065414, propagate_forward_time: 145.8024291992, propagate_backward_time: 227.6842803955, weight_update_time: 0.4323124588, other_time: 5.5580596924
epoch time: 30.9431514740s, input_fired_time: 0.5694819689, output_fired_time: 0.0000000000, propagate_forward_time: 29.3766918182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9969768524
validation[          , genome  8899] predictions:    9856/  10000 (98.56%), best:    9864/10000 (98.64%), error:       486.68994, best error:       442.88092 on epoch:    63, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 386.9538879395s, input_fired_time: 4.5197715759, output_fired_time: 4.6518855095, propagate_forward_time: 144.7665252686, propagate_backward_time: 227.4773254395, weight_update_time: 0.4328594208, other_time: 5.5383758545
epoch time: 30.5789375305s, input_fired_time: 0.5639051795, output_fired_time: 0.0000000000, propagate_forward_time: 29.0285224915, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9865093231
validation[          , genome  8899] predictions:    9848/  10000 (98.48%), best:    9864/10000 (98.64%), error:       501.36429, best error:       442.88092 on epoch:    63, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 388.6432800293s, input_fired_time: 4.5329070091, output_fired_time: 4.6560444832, propagate_forward_time: 145.5483398438, propagate_backward_time: 228.3416900635, weight_update_time: 0.4328771234, other_time: 5.5643157959
epoch time: 30.2339878082s, input_fired_time: 0.5587738752, output_fired_time: 0.0000000000, propagate_forward_time: 28.7163810730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9588336945
validation[          , genome  8899] predictions:    9853/  10000 (98.53%), best:    9864/10000 (98.64%), error:       481.01260, best error:       442.88092 on epoch:    63, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 387.7829284668s, input_fired_time: 4.5408282280, output_fired_time: 4.6276650429, propagate_forward_time: 145.9351806641, propagate_backward_time: 227.1638793945, weight_update_time: 0.4278771877, other_time: 5.5153808594
epoch time: 30.4866828918s, input_fired_time: 0.5676301718, output_fired_time: 0.0000000000, propagate_forward_time: 28.9489116669, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9701404572
validation[          , genome  8899] predictions:    9864/  10000 (98.64%), best:    9864/10000 (98.64%), error:       456.49841, best error:       442.88092 on epoch:    63, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 386.8103027344s, input_fired_time: 4.5518441200, output_fired_time: 4.6420993805, propagate_forward_time: 145.0121154785, propagate_backward_time: 227.0742187500, weight_update_time: 0.4259349704, other_time: 5.5300292969
epoch time: 30.4930114746s, input_fired_time: 0.5612906814, output_fired_time: 0.0000000000, propagate_forward_time: 28.9718437195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9598770142
validation[          , genome  8899] predictions:    9843/  10000 (98.43%), best:    9864/10000 (98.64%), error:       485.68219, best error:       442.88092 on epoch:    63, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 387.0860290527s, input_fired_time: 4.5304193497, output_fired_time: 4.6440391541, propagate_forward_time: 145.1060028076, propagate_backward_time: 227.2535552979, weight_update_time: 0.4302734733, other_time: 5.5520019531
epoch time: 30.2912597656s, input_fired_time: 0.5618739724, output_fired_time: 0.0000000000, propagate_forward_time: 28.7420921326, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9872932434
validation[          , genome  8899] predictions:    9854/  10000 (98.54%), best:    9864/10000 (98.64%), error:       478.92941, best error:       442.88092 on epoch:    63, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 387.3247070313s, input_fired_time: 4.5390529633, output_fired_time: 4.6685223579, propagate_forward_time: 144.6919860840, propagate_backward_time: 227.8677978516, weight_update_time: 0.4287087917, other_time: 5.5573425293
epoch time: 30.9356880188s, input_fired_time: 0.5664914250, output_fired_time: 0.0000000000, propagate_forward_time: 29.3910217285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9781742096
validation[          , genome  8899] predictions:    9868/  10000 (98.68%), best:    9864/10000 (98.64%), error:       452.35126, best error:       442.88092 on epoch:    63, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 388.6146545410s, input_fired_time: 4.5454940796, output_fired_time: 4.6602106094, propagate_forward_time: 145.8522033691, propagate_backward_time: 228.0217742920, weight_update_time: 0.4308808744, other_time: 5.5349578857
epoch time: 30.2622871399s, input_fired_time: 0.5625088811, output_fired_time: 0.0000000000, propagate_forward_time: 28.7269268036, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9728507996
validation[          , genome  8899] predictions:    9849/  10000 (98.49%), best:    9864/10000 (98.64%), error:       501.40286, best error:       442.88092 on epoch:    63, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 387.4808349609s, input_fired_time: 4.5529851913, output_fired_time: 4.6389226913, propagate_forward_time: 145.3345947266, propagate_backward_time: 227.3874969482, weight_update_time: 0.4323983490, other_time: 5.5668487549
epoch time: 30.3592700958s, input_fired_time: 0.5669474006, output_fired_time: 0.0000000000, propagate_forward_time: 28.8159027100, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9764194489
validation[          , genome  8899] predictions:    9835/  10000 (98.35%), best:    9864/10000 (98.64%), error:       546.10931, best error:       442.88092 on epoch:    63, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 383.9422302246s, input_fired_time: 4.5209765434, output_fired_time: 4.5922117233, propagate_forward_time: 143.6904144287, propagate_backward_time: 225.6298522949, weight_update_time: 0.4237250388, other_time: 5.5087738037
epoch time: 30.6086883545s, input_fired_time: 0.5662928224, output_fired_time: 0.0000000000, propagate_forward_time: 29.0638408661, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9785537720
validation[          , genome  8899] predictions:    9851/  10000 (98.51%), best:    9864/10000 (98.64%), error:       483.78470, best error:       442.88092 on epoch:    63, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 387.9483947754s, input_fired_time: 4.5431656837, output_fired_time: 4.6271691322, propagate_forward_time: 145.3073577881, propagate_backward_time: 227.9212799072, weight_update_time: 0.4343447983, other_time: 5.5494384766
epoch time: 30.7463436127s, input_fired_time: 0.5696812868, output_fired_time: 0.0000000000, propagate_forward_time: 29.1955337524, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9811286926
validation[          , genome  8899] predictions:    9872/  10000 (98.72%), best:    9864/10000 (98.64%), error:       464.28342, best error:       442.88092 on epoch:    63, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 386.3576965332s, input_fired_time: 4.5233407021, output_fired_time: 4.6352286339, propagate_forward_time: 144.4552917480, propagate_backward_time: 227.2112426758, weight_update_time: 0.4272755682, other_time: 5.5325927734
epoch time: 30.5403518677s, input_fired_time: 0.5685365796, output_fired_time: 0.0000000000, propagate_forward_time: 28.9793434143, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9924716949
validation[          , genome  8899] predictions:    9855/  10000 (98.55%), best:    9864/10000 (98.64%), error:       490.61169, best error:       442.88092 on epoch:    63, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 386.9094543457s, input_fired_time: 4.5442295074, output_fired_time: 4.6465778351, propagate_forward_time: 144.6755828857, propagate_backward_time: 227.5091857910, weight_update_time: 0.4336523116, other_time: 5.5338897705
epoch time: 31.0787944794s, input_fired_time: 0.5775390267, output_fired_time: 0.0000000000, propagate_forward_time: 29.5046100616, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9966449738
validation[          , genome  8899] predictions:    9848/  10000 (98.48%), best:    9864/10000 (98.64%), error:       513.34662, best error:       442.88092 on epoch:    63, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 387.1702880859s, input_fired_time: 4.5563244820, output_fired_time: 4.6371974945, propagate_forward_time: 145.2601013184, propagate_backward_time: 227.1666564941, weight_update_time: 0.4326565266, other_time: 5.5499877930
epoch time: 30.7998905182s, input_fired_time: 0.5683620572, output_fired_time: 0.0000000000, propagate_forward_time: 29.2538509369, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9776782990
validation[          , genome  8899] predictions:    9851/  10000 (98.51%), best:    9864/10000 (98.64%), error:       504.21991, best error:       442.88092 on epoch:    63, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 387.8515930176s, input_fired_time: 4.5443005562, output_fired_time: 4.6371774673, propagate_forward_time: 145.7670440674, propagate_backward_time: 227.3793182373, weight_update_time: 0.4294574559, other_time: 5.5237426758
epoch time: 30.6760883331s, input_fired_time: 0.5765692592, output_fired_time: 0.0000000000, propagate_forward_time: 29.1106204987, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9888992310
validation[          , genome  8899] predictions:    9857/  10000 (98.57%), best:    9864/10000 (98.64%), error:       455.65536, best error:       442.88092 on epoch:    63, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 389.0313110352s, input_fired_time: 4.5738620758, output_fired_time: 4.6541500092, propagate_forward_time: 145.9224090576, propagate_backward_time: 228.3330535889, weight_update_time: 0.4309755564, other_time: 5.5478515625
epoch time: 29.7750988007s, input_fired_time: 0.5565063357, output_fired_time: 0.0000000000, propagate_forward_time: 28.2376575470, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9809341431
validation[          , genome  8899] predictions:    9857/  10000 (98.57%), best:    9864/10000 (98.64%), error:       480.90259, best error:       442.88092 on epoch:    63, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 388.3430480957s, input_fired_time: 4.5703525543, output_fired_time: 4.6708369255, propagate_forward_time: 145.6526641846, propagate_backward_time: 227.8903045654, weight_update_time: 0.4332935512, other_time: 5.5588989258
epoch time: 30.4226989746s, input_fired_time: 0.5684261322, output_fired_time: 0.0000000000, propagate_forward_time: 28.8784523010, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9758205414
validation[          , genome  8899] predictions:    9859/  10000 (98.59%), best:    9864/10000 (98.64%), error:       495.24231, best error:       442.88092 on epoch:    63, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 385.9291381836s, input_fired_time: 4.5421681404, output_fired_time: 4.6312732697, propagate_forward_time: 144.4434204102, propagate_backward_time: 226.7646179199, weight_update_time: 0.4310801625, other_time: 5.5476379395
epoch time: 30.2044162750s, input_fired_time: 0.5591053963, output_fired_time: 0.0000000000, propagate_forward_time: 28.6720924377, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9732189178
validation[          , genome  8899] predictions:    9848/  10000 (98.48%), best:    9864/10000 (98.64%), error:       487.86975, best error:       442.88092 on epoch:    63, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 388.6693115234s, input_fired_time: 4.5423746109, output_fired_time: 4.6456360817, propagate_forward_time: 145.6940612793, propagate_backward_time: 228.2509002686, weight_update_time: 0.4340060949, other_time: 5.5363311768
epoch time: 30.5286884308s, input_fired_time: 0.5714671612, output_fired_time: 0.0000000000, propagate_forward_time: 28.9750671387, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9821548462
validation[          , genome  8899] predictions:    9840/  10000 (98.40%), best:    9864/10000 (98.64%), error:       531.69110, best error:       442.88092 on epoch:    63, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 386.6154785156s, input_fired_time: 4.5420536995, output_fired_time: 4.6296205521, propagate_forward_time: 145.0872650146, propagate_backward_time: 226.8231811523, weight_update_time: 0.4321888387, other_time: 5.5333709717
epoch time: 30.2093391418s, input_fired_time: 0.5621188283, output_fired_time: 0.0000000000, propagate_forward_time: 28.6747303009, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9724903107
validation[          , genome  8899] predictions:    9853/  10000 (98.53%), best:    9864/10000 (98.64%), error:       480.84976, best error:       442.88092 on epoch:    63, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 386.2001953125s, input_fired_time: 4.5313811302, output_fired_time: 4.6315851212, propagate_forward_time: 144.6068267822, propagate_backward_time: 226.8939056396, weight_update_time: 0.4341209531, other_time: 5.5364990234
epoch time: 29.8748264313s, input_fired_time: 0.5582438707, output_fired_time: 0.0000000000, propagate_forward_time: 28.3499202728, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9666614532
validation[          , genome  8899] predictions:    9840/  10000 (98.40%), best:    9864/10000 (98.64%), error:       518.71924, best error:       442.88092 on epoch:    63, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 388.4497680664s, input_fired_time: 4.5466961861, output_fired_time: 4.6680979729, propagate_forward_time: 145.4514312744, propagate_backward_time: 228.2621765137, weight_update_time: 0.4300287366, other_time: 5.5213775635
epoch time: 30.2963600159s, input_fired_time: 0.5702615380, output_fired_time: 0.0000000000, propagate_forward_time: 28.7467479706, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9793510437
validation[          , genome  8899] predictions:    9854/  10000 (98.54%), best:    9864/10000 (98.64%), error:       475.72229, best error:       442.88092 on epoch:    63, 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: 152.1771087646s, input_fired_time: 2.8062863350, output_fired_time: 0.0000000000, propagate_forward_time: 144.3932952881, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.9775238037
best training[          , genome  8899] predictions:   49943/  50000 (99.89%), best:    9864/10000 (98.64%), error:       420.70697, best error:       442.88092 on epoch:    63, 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: 30.8544063568s, input_fired_time: 0.5669106841, output_fired_time: 0.0000000000, propagate_forward_time: 29.2999286652, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9875679016
   testing[          , genome  8899] predictions:    9865/  10000 (98.65%), best:    9864/10000 (98.64%), error:       410.44763, best error:       442.88092 on epoch:    63, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
20:28:04 (5996): called boinc_finish(0)

</stderr_txt>
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