Nameexact_genome_1509704703_26_13297_2
Workunit2351851
Created4 Dec 2017, 5:08:41 UTC
Sent4 Dec 2017, 5:23:19 UTC
Report deadline30 Dec 2017, 12:49:16 UTC
Received4 Dec 2017, 23:56:34 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID67174
Run time7 hours 59 min 26 sec
CPU time7 hours 59 min 18 sec
Validate stateValid
Credit6,577.42
Device peak FLOPS3.98 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size166.76 MB
Peak swap size168.06 MB
Peak disk usage2.84 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
nput_fired_time: 0.5026907325, output_fired_time: 0.0000000000, propagate_forward_time: 19.9459915161, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9374237061
validation[          , genome 13297] predictions:    9831/  10000 (98.31%), best:    9837/10000 (98.37%), error:       569.58026, best error:       545.70660 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 264.0442504883s, input_fired_time: 4.7529788017, output_fired_time: 2.9396853447, propagate_forward_time: 98.5432510376, propagate_backward_time: 152.5373382568, weight_update_time: 0.3498760164, other_time: 5.2709808350
epoch time: 20.9118690491s, input_fired_time: 0.4876579046, output_fired_time: 0.0000000000, propagate_forward_time: 19.5107555389, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9134559631
validation[          , genome 13297] predictions:    9840/  10000 (98.40%), best:    9840/10000 (98.40%), error:       514.48932, best error:       514.48932 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 261.6949462891s, input_fired_time: 4.7139577866, output_fired_time: 2.9237270355, propagate_forward_time: 97.6673736572, propagate_backward_time: 151.1351470947, weight_update_time: 0.3488844335, other_time: 5.2547454834
epoch time: 20.8555221558s, input_fired_time: 0.4863040447, output_fired_time: 0.0000000000, propagate_forward_time: 19.4547729492, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9144458771
validation[          , genome 13297] predictions:    9804/  10000 (98.04%), best:    9840/10000 (98.40%), error:       620.16235, best error:       514.48932 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 261.6935119629s, input_fired_time: 4.7074618340, output_fired_time: 2.9275634289, propagate_forward_time: 97.6448974609, propagate_backward_time: 151.2039794922, weight_update_time: 0.3483111560, other_time: 5.2096099854
epoch time: 20.9262619019s, input_fired_time: 0.4857937694, output_fired_time: 0.0000000000, propagate_forward_time: 19.5331478119, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9073200226
validation[          , genome 13297] predictions:    9844/  10000 (98.44%), best:    9840/10000 (98.40%), error:       525.83728, best error:       514.48932 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 260.8031005859s, input_fired_time: 4.7058277130, output_fired_time: 2.9170870781, propagate_forward_time: 97.4301681519, propagate_backward_time: 150.5166473389, weight_update_time: 0.3472948372, other_time: 5.2333526611
epoch time: 20.8106670380s, input_fired_time: 0.4918020666, output_fired_time: 0.0000000000, propagate_forward_time: 19.4046974182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9141674042
validation[          , genome 13297] predictions:    9832/  10000 (98.32%), best:    9840/10000 (98.40%), error:       534.44452, best error:       514.48932 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 260.5216979980s, input_fired_time: 4.7177314758, output_fired_time: 2.9118385315, propagate_forward_time: 97.2924728394, propagate_backward_time: 150.4031524658, weight_update_time: 0.3469707966, other_time: 5.1965179443
epoch time: 20.7997455597s, input_fired_time: 0.4898323417, output_fired_time: 0.0000000000, propagate_forward_time: 19.4042835236, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9056301117
validation[          , genome 13297] predictions:    9783/  10000 (97.83%), best:    9840/10000 (98.40%), error:       694.48096, best error:       514.48932 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 260.3874816895s, input_fired_time: 4.6904692650, output_fired_time: 2.9107024670, propagate_forward_time: 97.1846923828, propagate_backward_time: 150.4010162354, weight_update_time: 0.3469071984, other_time: 5.2005920410
epoch time: 20.8082218170s, input_fired_time: 0.4891806841, output_fired_time: 0.0000000000, propagate_forward_time: 19.4047431946, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9142971039
validation[          , genome 13297] predictions:    9844/  10000 (98.44%), best:    9840/10000 (98.40%), error:       523.48865, best error:       514.48932 on epoch:    15, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 260.7175292969s, input_fired_time: 4.7031035423, output_fired_time: 2.9260485172, propagate_forward_time: 97.2910232544, propagate_backward_time: 150.5864868164, weight_update_time: 0.3475129306, other_time: 5.2108764648
epoch time: 20.8719081879s, input_fired_time: 0.4890271723, output_fired_time: 0.0000000000, propagate_forward_time: 19.4741859436, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9086952209
validation[          , genome 13297] predictions:    9835/  10000 (98.35%), best:    9840/10000 (98.40%), error:       551.41101, best error:       514.48932 on epoch:    15, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 260.2333068848s, input_fired_time: 4.6900715828, output_fired_time: 2.9232025146, propagate_forward_time: 97.1620254517, propagate_backward_time: 150.2583465576, weight_update_time: 0.3481022716, other_time: 5.1996612549
epoch time: 20.8941898346s, input_fired_time: 0.4922455549, output_fired_time: 0.0000000000, propagate_forward_time: 19.4887828827, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9131622314
validation[          , genome 13297] predictions:    9834/  10000 (98.34%), best:    9840/10000 (98.40%), error:       555.28522, best error:       514.48932 on epoch:    15, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 262.6299743652s, input_fired_time: 4.7238855362, output_fired_time: 2.9424357414, propagate_forward_time: 98.1826705933, propagate_backward_time: 151.5150756836, weight_update_time: 0.3509142697, other_time: 5.2659301758
epoch time: 20.9918975830s, input_fired_time: 0.4947326481, output_fired_time: 0.0000000000, propagate_forward_time: 19.5832424164, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9139232635
validation[          , genome 13297] predictions:    9831/  10000 (98.31%), best:    9840/10000 (98.40%), error:       540.22394, best error:       514.48932 on epoch:    15, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 261.7673950195s, input_fired_time: 4.7235760689, output_fired_time: 2.9212465286, propagate_forward_time: 97.7334899902, propagate_backward_time: 151.1546936035, weight_update_time: 0.3497336805, other_time: 5.2343902588
epoch time: 20.8271236420s, input_fired_time: 0.4912284315, output_fired_time: 0.0000000000, propagate_forward_time: 19.4258308411, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9100646973
validation[          , genome 13297] predictions:    9823/  10000 (98.23%), best:    9840/10000 (98.40%), error:       525.26520, best error:       514.48932 on epoch:    15, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 261.1242675781s, input_fired_time: 4.7269320488, output_fired_time: 2.9224929810, propagate_forward_time: 97.4661102295, propagate_backward_time: 150.7714233398, weight_update_time: 0.3495117724, other_time: 5.2373199463
epoch time: 21.0737857819s, input_fired_time: 0.4984971583, output_fired_time: 0.0000000000, propagate_forward_time: 19.6438636780, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9314250946
validation[          , genome 13297] predictions:    9852/  10000 (98.52%), best:    9852/10000 (98.52%), error:       484.65457, best error:       484.65457 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 262.3938293457s, input_fired_time: 4.7339067459, output_fired_time: 2.9255843163, propagate_forward_time: 98.0231552124, propagate_backward_time: 151.4460296631, weight_update_time: 0.3503406346, other_time: 5.2651519775
epoch time: 20.8741664886s, input_fired_time: 0.4872995317, output_fired_time: 0.0000000000, propagate_forward_time: 19.4800510406, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9068164825
validation[          , genome 13297] predictions:    9856/  10000 (98.56%), best:    9852/10000 (98.52%), error:       496.81418, best error:       484.65457 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 262.9191284180s, input_fired_time: 4.7131056786, output_fired_time: 2.9447591305, propagate_forward_time: 98.4484176636, propagate_backward_time: 151.5679168701, weight_update_time: 0.3512673974, other_time: 5.2449188232
epoch time: 20.8173618317s, input_fired_time: 0.4873800576, output_fired_time: 0.0000000000, propagate_forward_time: 19.4130554199, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9169254303
validation[          , genome 13297] predictions:    9849/  10000 (98.49%), best:    9852/10000 (98.52%), error:       494.04663, best error:       484.65457 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 261.6347351074s, input_fired_time: 4.7287821770, output_fired_time: 2.9131538868, propagate_forward_time: 97.7602615356, propagate_backward_time: 150.9747314453, weight_update_time: 0.3503007889, other_time: 5.2578125000
epoch time: 21.0642738342s, input_fired_time: 0.4999004304, output_fired_time: 0.0000000000, propagate_forward_time: 19.6503925323, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9139804840
validation[          , genome 13297] predictions:    9849/  10000 (98.49%), best:    9852/10000 (98.52%), error:       519.54291, best error:       484.65457 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 261.3147277832s, input_fired_time: 4.7564911842, output_fired_time: 2.9239664078, propagate_forward_time: 97.5309524536, propagate_backward_time: 150.8658752441, weight_update_time: 0.3493230641, other_time: 5.2374267578
epoch time: 21.1160907745s, input_fired_time: 0.4985355437, output_fired_time: 0.0000000000, propagate_forward_time: 19.6959209442, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9216346741
validation[          , genome 13297] predictions:    9850/  10000 (98.50%), best:    9850/10000 (98.50%), error:       482.92548, best error:       482.92548 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 261.0873107910s, input_fired_time: 4.7507352829, output_fired_time: 2.9127089977, propagate_forward_time: 97.6366577148, propagate_backward_time: 150.5257415771, weight_update_time: 0.3493760824, other_time: 5.2614746094
epoch time: 20.8212623596s, input_fired_time: 0.4935052395, output_fired_time: 0.0000000000, propagate_forward_time: 19.4067401886, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9210166931
validation[          , genome 13297] predictions:    9836/  10000 (98.36%), best:    9850/10000 (98.50%), error:       549.36273, best error:       482.92548 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 260.3842773438s, input_fired_time: 4.7329511642, output_fired_time: 2.9099555016, propagate_forward_time: 97.3000869751, propagate_backward_time: 150.2459259033, weight_update_time: 0.3481999040, other_time: 5.1953582764
epoch time: 20.8796253204s, input_fired_time: 0.4965581894, output_fired_time: 0.0000000000, propagate_forward_time: 19.4729080200, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9101600647
validation[          , genome 13297] predictions:    9825/  10000 (98.25%), best:    9850/10000 (98.50%), error:       568.91669, best error:       482.92548 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 260.4943847656s, input_fired_time: 4.7473850250, output_fired_time: 2.9128375053, propagate_forward_time: 97.3632659912, propagate_backward_time: 150.2288818359, weight_update_time: 0.3487090468, other_time: 5.2420043945
epoch time: 20.9899082184s, input_fired_time: 0.5018584132, output_fired_time: 0.0000000000, propagate_forward_time: 19.5674133301, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9206371307
validation[          , genome 13297] predictions:    9854/  10000 (98.54%), best:    9850/10000 (98.50%), error:       505.30872, best error:       482.92548 on epoch:    29, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 261.2015380859s, input_fired_time: 4.7633066177, output_fired_time: 2.9223985672, propagate_forward_time: 97.5925445557, propagate_backward_time: 150.7011566162, weight_update_time: 0.3492809236, other_time: 5.2221374512
epoch time: 20.8377666473s, input_fired_time: 0.4957424104, output_fired_time: 0.0000000000, propagate_forward_time: 19.4332733154, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9087505341
validation[          , genome 13297] predictions:    9867/  10000 (98.67%), best:    9867/10000 (98.67%), error:       448.57513, best error:       448.57513 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 260.9413452148s, input_fired_time: 4.7523107529, output_fired_time: 2.9108638763, propagate_forward_time: 97.4685287476, propagate_backward_time: 150.5794830322, weight_update_time: 0.3499735892, other_time: 5.2301483154
epoch time: 20.8973903656s, input_fired_time: 0.5024792552, output_fired_time: 0.0000000000, propagate_forward_time: 19.4796485901, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9152622223
validation[          , genome 13297] predictions:    9809/  10000 (98.09%), best:    9867/10000 (98.67%), error:       596.70844, best error:       448.57513 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 262.3968505859s, input_fired_time: 4.7586221695, output_fired_time: 2.9322814941, propagate_forward_time: 98.1116256714, propagate_backward_time: 151.3386383057, weight_update_time: 0.3507907391, other_time: 5.2556610107
epoch time: 20.9067897797s, input_fired_time: 0.5030852556, output_fired_time: 0.0000000000, propagate_forward_time: 19.4911270142, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9125766754
validation[          , genome 13297] predictions:    9841/  10000 (98.41%), best:    9867/10000 (98.67%), error:       502.93048, best error:       448.57513 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 260.4195556641s, input_fired_time: 4.7522397041, output_fired_time: 2.9277901649, propagate_forward_time: 97.3521270752, propagate_backward_time: 150.1898040771, weight_update_time: 0.3485676646, other_time: 5.1975860596
epoch time: 20.8305912018s, input_fired_time: 0.4986945391, output_fired_time: 0.0000000000, propagate_forward_time: 19.4205322266, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9113636017
validation[          , genome 13297] predictions:    9856/  10000 (98.56%), best:    9867/10000 (98.67%), error:       483.09106, best error:       448.57513 on epoch:    33, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 268.0227050781s, input_fired_time: 4.8484916687, output_fired_time: 2.9891922474, propagate_forward_time: 100.3208999634, propagate_backward_time: 154.4894561768, weight_update_time: 0.3568192720, other_time: 5.3746795654
epoch time: 21.0861949921s, input_fired_time: 0.5055549741, output_fired_time: 0.0000000000, propagate_forward_time: 19.6511802673, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9294605255
validation[          , genome 13297] predictions:    9834/  10000 (98.34%), best:    9867/10000 (98.67%), error:       528.89996, best error:       448.57513 on epoch:    33, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 262.5039672852s, input_fired_time: 4.7983260155, output_fired_time: 2.9295461178, propagate_forward_time: 98.1073150635, propagate_backward_time: 151.4079742432, weight_update_time: 0.3516840935, other_time: 5.2607879639
epoch time: 20.8163032532s, input_fired_time: 0.4983732700, output_fired_time: 0.0000000000, propagate_forward_time: 19.4107379913, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9071922302
validation[          , genome 13297] predictions:    9826/  10000 (98.26%), best:    9867/10000 (98.67%), error:       559.20746, best error:       448.57513 on epoch:    33, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 260.9145507812s, input_fired_time: 4.7544569969, output_fired_time: 2.9325933456, propagate_forward_time: 97.3468322754, propagate_backward_time: 150.6371917725, weight_update_time: 0.3493062854, other_time: 5.2434844971
epoch time: 20.9508552551s, input_fired_time: 0.5007437468, output_fired_time: 0.0000000000, propagate_forward_time: 19.5313911438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9187202454
validation[          , genome 13297] predictions:    9826/  10000 (98.26%), best:    9867/10000 (98.67%), error:       526.88068, best error:       448.57513 on epoch:    33, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 260.8095397949s, input_fired_time: 4.7520241737, output_fired_time: 2.9291391373, propagate_forward_time: 97.4693069458, propagate_backward_time: 150.4380187988, weight_update_time: 0.3495880067, other_time: 5.2210693359
epoch time: 20.8220024109s, input_fired_time: 0.5022317171, output_fired_time: 0.0000000000, propagate_forward_time: 19.4089717865, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9107990265
validation[          , genome 13297] predictions:    9833/  10000 (98.33%), best:    9867/10000 (98.67%), error:       535.90649, best error:       448.57513 on epoch:    33, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 261.2287292480s, input_fired_time: 4.7538146973, output_fired_time: 2.9297921658, propagate_forward_time: 97.4832534790, propagate_backward_time: 150.8214416504, weight_update_time: 0.3507549167, other_time: 5.2404174805
epoch time: 20.9573364258s, input_fired_time: 0.4994715154, output_fired_time: 0.0000000000, propagate_forward_time: 19.5376262665, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9202384949
validation[          , genome 13297] predictions:    9859/  10000 (98.59%), best:    9867/10000 (98.67%), error:       486.21918, best error:       448.57513 on epoch:    33, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 261.2159729004s, input_fired_time: 4.7484207153, output_fired_time: 2.9354760647, propagate_forward_time: 97.5625152588, propagate_backward_time: 150.7390747070, weight_update_time: 0.3493773937, other_time: 5.2304992676
epoch time: 20.8346977234s, input_fired_time: 0.4949389100, output_fired_time: 0.0000000000, propagate_forward_time: 19.4317951202, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9079627991
validation[          , genome 13297] predictions:    9859/  10000 (98.59%), best:    9867/10000 (98.67%), error:       496.03870, best error:       448.57513 on epoch:    33, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 260.8243713379s, input_fired_time: 4.7549514771, output_fired_time: 2.9345154762, propagate_forward_time: 97.4156417847, propagate_backward_time: 150.4954986572, weight_update_time: 0.3494663537, other_time: 5.2237701416
epoch time: 21.0394325256s, input_fired_time: 0.5011596680, output_fired_time: 0.0000000000, propagate_forward_time: 19.6206359863, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9176368713
validation[          , genome 13297] predictions:    9867/  10000 (98.67%), best:    9867/10000 (98.67%), error:       453.62354, best error:       448.57513 on epoch:    33, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 262.3627929688s, input_fired_time: 4.7731046677, output_fired_time: 2.9484400749, propagate_forward_time: 98.2765884399, propagate_backward_time: 151.0957183838, weight_update_time: 0.3509353399, other_time: 5.2689361572
epoch time: 21.2992877960s, input_fired_time: 0.5088483691, output_fired_time: 0.0000000000, propagate_forward_time: 19.8640823364, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9263572693
validation[          , genome 13297] predictions:    9855/  10000 (98.55%), best:    9855/10000 (98.55%), error:       435.10565, best error:       435.10565 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 261.6824645996s, input_fired_time: 4.8071804047, output_fired_time: 2.9269108772, propagate_forward_time: 97.8689956665, propagate_backward_time: 150.7587432861, weight_update_time: 0.3546925187, other_time: 5.3206329346
epoch time: 20.8243942261s, input_fired_time: 0.5012999773, output_fired_time: 0.0000000000, propagate_forward_time: 19.4101028442, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9129905701
validation[          , genome 13297] predictions:    9861/  10000 (98.61%), best:    9855/10000 (98.55%), error:       453.10547, best error:       435.10565 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 261.9200134277s, input_fired_time: 4.7913928032, output_fired_time: 2.9238519669, propagate_forward_time: 98.0257110596, propagate_backward_time: 150.8705139160, weight_update_time: 0.3527690470, other_time: 5.3085479736
epoch time: 21.1725578308s, input_fired_time: 0.5090211034, output_fired_time: 0.0000000000, propagate_forward_time: 19.7275867462, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9359493256
validation[          , genome 13297] predictions:    9868/  10000 (98.68%), best:    9855/10000 (98.55%), error:       458.07236, best error:       435.10565 on epoch:    44, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 262.7631225586s, input_fired_time: 4.8204913139, output_fired_time: 2.9321579933, propagate_forward_time: 98.3626403809, propagate_backward_time: 151.3772888184, weight_update_time: 0.3512235284, other_time: 5.2705383301
epoch time: 20.9231433868s, input_fired_time: 0.5026916265, output_fired_time: 0.0000000000, propagate_forward_time: 19.5043201447, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9161319733
validation[          , genome 13297] predictions:    9856/  10000 (98.56%), best:    9855/10000 (98.55%), error:       465.70853, best error:       435.10565 on epoch:    44, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 264.4295043945s, input_fired_time: 4.9275398254, output_fired_time: 2.9620976448, propagate_forward_time: 98.7417068481, propagate_backward_time: 152.2478637695, weight_update_time: 0.3633906841, other_time: 5.5502929688
epoch time: 21.5279884338s, input_fired_time: 0.5135518909, output_fired_time: 0.0000000000, propagate_forward_time: 20.0755100250, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9389266968
validation[          , genome 13297] predictions:    9837/  10000 (98.37%), best:    9855/10000 (98.55%), error:       514.45972, best error:       435.10565 on epoch:    44, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 267.5646667480s, input_fired_time: 4.8913011551, output_fired_time: 2.9676206112, propagate_forward_time: 100.2858581543, propagate_backward_time: 154.0220184326, weight_update_time: 0.3615407348, other_time: 5.3978729248
epoch time: 21.4603538513s, input_fired_time: 0.5187076330, output_fired_time: 0.0000000000, propagate_forward_time: 19.9947338104, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9469127655
validation[          , genome 13297] predictions:    9860/  10000 (98.60%), best:    9855/10000 (98.55%), error:       449.59753, best error:       435.10565 on epoch:    44, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 264.3871459961s, input_fired_time: 4.8378849030, output_fired_time: 2.9460813999, propagate_forward_time: 98.8936462402, propagate_backward_time: 152.3882904053, weight_update_time: 0.3540004790, other_time: 5.3212432861
epoch time: 21.2524204254s, input_fired_time: 0.5164048672, output_fired_time: 0.0000000000, propagate_forward_time: 19.7901458740, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9458694458
validation[          , genome 13297] predictions:    9860/  10000 (98.60%), best:    9855/10000 (98.55%), error:       449.54208, best error:       435.10565 on epoch:    44, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 268.9546508789s, input_fired_time: 4.8870558739, output_fired_time: 2.9870367050, propagate_forward_time: 100.9176254272, propagate_backward_time: 154.7436981201, weight_update_time: 0.3582704961, other_time: 5.4192352295
epoch time: 21.4253845215s, input_fired_time: 0.5132216811, output_fired_time: 0.0000000000, propagate_forward_time: 19.9856624603, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9265003204
validation[          , genome 13297] predictions:    9866/  10000 (98.66%), best:    9855/10000 (98.55%), error:       466.80203, best error:       435.10565 on epoch:    44, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 262.9711914062s, input_fired_time: 4.9585032463, output_fired_time: 2.9377491474, propagate_forward_time: 98.0988464355, propagate_backward_time: 151.3122711182, weight_update_time: 0.3698087633, other_time: 5.6638336182
epoch time: 20.8395671844s, input_fired_time: 0.5035542846, output_fired_time: 0.0000000000, propagate_forward_time: 19.4226741791, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9133396149
validation[          , genome 13297] predictions:    9844/  10000 (98.44%), best:    9855/10000 (98.55%), error:       509.51022, best error:       435.10565 on epoch:    44, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 260.2807617188s, input_fired_time: 4.7707967758, output_fired_time: 2.9316797256, propagate_forward_time: 97.2977981567, propagate_backward_time: 150.0424804688, weight_update_time: 0.3482881188, other_time: 5.2380065918
epoch time: 20.8473243713s, input_fired_time: 0.5056312680, output_fired_time: 0.0000000000, propagate_forward_time: 19.4181785583, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9235153198
validation[          , genome 13297] predictions:    9870/  10000 (98.70%), best:    9855/10000 (98.55%), error:       441.17401, best error:       435.10565 on epoch:    44, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 260.3036804199s, input_fired_time: 4.7728161812, output_fired_time: 2.9199752808, propagate_forward_time: 97.2497634888, propagate_backward_time: 150.1123657227, weight_update_time: 0.3492941856, other_time: 5.2487792969
epoch time: 20.8455696106s, input_fired_time: 0.5066192746, output_fired_time: 0.0000000000, propagate_forward_time: 19.4183692932, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9205818176
validation[          , genome 13297] predictions:    9865/  10000 (98.65%), best:    9855/10000 (98.55%), error:       438.35703, best error:       435.10565 on epoch:    44, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 260.4219055176s, input_fired_time: 4.7786183357, output_fired_time: 2.9106729031, propagate_forward_time: 97.2740402222, propagate_backward_time: 150.1726226807, weight_update_time: 0.3501470089, other_time: 5.2859344482
epoch time: 20.9458332062s, input_fired_time: 0.5076253414, output_fired_time: 0.0000000000, propagate_forward_time: 19.5090827942, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9291248322
validation[          , genome 13297] predictions:    9868/  10000 (98.68%), best:    9868/10000 (98.68%), error:       416.71396, best error:       416.71396 on epoch:    55, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 260.4991455078s, input_fired_time: 4.7861371040, output_fired_time: 2.9282116890, propagate_forward_time: 97.3102569580, propagate_backward_time: 150.2122650146, weight_update_time: 0.3499652743, other_time: 5.2622833252
epoch time: 20.8409690857s, input_fired_time: 0.5081305504, output_fired_time: 0.0000000000, propagate_forward_time: 19.4166755676, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9161624908
validation[          , genome 13297] predictions:    9809/  10000 (98.09%), best:    9868/10000 (98.68%), error:       612.80243, best error:       416.71396 on epoch:    55, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 261.1930541992s, input_fired_time: 4.7925934792, output_fired_time: 2.9210157394, propagate_forward_time: 97.5686798096, propagate_backward_time: 150.6253814697, weight_update_time: 0.3507101834, other_time: 5.2853698730
epoch time: 20.9297523499s, input_fired_time: 0.5111755729, output_fired_time: 0.0000000000, propagate_forward_time: 19.4936504364, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9249267578
validation[          , genome 13297] predictions:    9870/  10000 (98.70%), best:    9868/10000 (98.68%), error:       418.12796, best error:       416.71396 on epoch:    55, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 267.9719848633s, input_fired_time: 4.8891954422, output_fired_time: 2.9806497097, propagate_forward_time: 100.3269500732, propagate_backward_time: 154.3784027100, weight_update_time: 0.3573126197, other_time: 5.3967895508
epoch time: 21.3659801483s, input_fired_time: 0.5143269300, output_fired_time: 0.0000000000, propagate_forward_time: 19.9093551636, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9422988892
validation[          , genome 13297] predictions:    9880/  10000 (98.80%), best:    9880/10000 (98.80%), error:       410.07611, best error:       410.07611 on epoch:    58, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 264.7962036133s, input_fired_time: 4.8704609871, output_fired_time: 2.9471523762, propagate_forward_time: 99.0873489380, propagate_backward_time: 152.5202941895, weight_update_time: 0.3546265960, other_time: 5.3709716797
epoch time: 21.0889205933s, input_fired_time: 0.5183879733, output_fired_time: 0.0000000000, propagate_forward_time: 19.6343231201, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9362087250
validation[          , genome 13297] predictions:    9848/  10000 (98.48%), best:    9880/10000 (98.80%), error:       493.67978, best error:       410.07611 on epoch:    58, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 262.7878723145s, input_fired_time: 4.8247585297, output_fired_time: 2.9305200577, propagate_forward_time: 98.4276809692, propagate_backward_time: 151.3350524902, weight_update_time: 0.3508208096, other_time: 5.2698364258
epoch time: 21.1399402618s, input_fired_time: 0.5129866004, output_fired_time: 0.0000000000, propagate_forward_time: 19.6959018707, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9310512543
validation[          , genome 13297] predictions:    9863/  10000 (98.63%), best:    9880/10000 (98.80%), error:       423.88522, best error:       410.07611 on epoch:    58, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 261.4038696289s, input_fired_time: 4.7926554680, output_fired_time: 2.9159429073, propagate_forward_time: 97.9725646973, propagate_backward_time: 150.5132904053, weight_update_time: 0.3496993184, other_time: 5.2094116211
epoch time: 20.8208370209s, input_fired_time: 0.5044988394, output_fired_time: 0.0000000000, propagate_forward_time: 19.4103565216, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9059810638
validation[          , genome 13297] predictions:    9866/  10000 (98.66%), best:    9880/10000 (98.80%), error:       450.91437, best error:       410.07611 on epoch:    58, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 261.3607482910s, input_fired_time: 4.8092627525, output_fired_time: 2.9294400215, propagate_forward_time: 97.7596282959, propagate_backward_time: 150.6123199463, weight_update_time: 0.3499990106, other_time: 5.2500915527
epoch time: 21.0449047089s, input_fired_time: 0.5075405836, output_fired_time: 0.0000000000, propagate_forward_time: 19.6191482544, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9182167053
validation[          , genome 13297] predictions:    9854/  10000 (98.54%), best:    9880/10000 (98.80%), error:       442.89719, best error:       410.07611 on epoch:    58, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 261.6863403320s, input_fired_time: 4.7933635712, output_fired_time: 2.9404850006, propagate_forward_time: 97.8210372925, propagate_backward_time: 150.9079437256, weight_update_time: 0.3499435484, other_time: 5.2234954834
epoch time: 20.8226757050s, input_fired_time: 0.5079016685, output_fired_time: 0.0000000000, propagate_forward_time: 19.4072475433, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9075260162
validation[          , genome 13297] predictions:    9857/  10000 (98.57%), best:    9880/10000 (98.80%), error:       483.35559, best error:       410.07611 on epoch:    58, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 261.2964782715s, input_fired_time: 4.7772951126, output_fired_time: 2.9299008846, propagate_forward_time: 97.9355392456, propagate_backward_time: 150.4366455078, weight_update_time: 0.3491291404, other_time: 5.2171020508
epoch time: 21.0851135254s, input_fired_time: 0.5062728524, output_fired_time: 0.0000000000, propagate_forward_time: 19.6532230377, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9256172180
validation[          , genome 13297] predictions:    9824/  10000 (98.24%), best:    9880/10000 (98.80%), error:       548.79108, best error:       410.07611 on epoch:    58, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 261.8749694824s, input_fired_time: 4.8111114502, output_fired_time: 2.9455473423, propagate_forward_time: 97.8848571777, propagate_backward_time: 150.9964752197, weight_update_time: 0.3498287499, other_time: 5.2369689941
epoch time: 21.1240348816s, input_fired_time: 0.5102497935, output_fired_time: 0.0000000000, propagate_forward_time: 19.7027606964, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9110240936
validation[          , genome 13297] predictions:    9864/  10000 (98.64%), best:    9880/10000 (98.80%), error:       437.12900, best error:       410.07611 on epoch:    58, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 261.1429138184s, input_fired_time: 4.7956995964, output_fired_time: 2.9275889397, propagate_forward_time: 97.5153198242, propagate_backward_time: 150.7058715820, weight_update_time: 0.3490879238, other_time: 5.1984558105
epoch time: 20.8577728271s, input_fired_time: 0.5070956945, output_fired_time: 0.0000000000, propagate_forward_time: 19.4398097992, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9108676910
validation[          , genome 13297] predictions:    9874/  10000 (98.74%), best:    9880/10000 (98.80%), error:       438.96405, best error:       410.07611 on epoch:    58, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 262.1163940430s, input_fired_time: 4.7952756882, output_fired_time: 2.9281749725, propagate_forward_time: 98.0615234375, propagate_backward_time: 151.0833435059, weight_update_time: 0.3502951860, other_time: 5.2480621338
epoch time: 21.0612373352s, input_fired_time: 0.5081633329, output_fired_time: 0.0000000000, propagate_forward_time: 19.6314849854, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9215888977
validation[          , genome 13297] predictions:    9856/  10000 (98.56%), best:    9880/10000 (98.80%), error:       448.28113, best error:       410.07611 on epoch:    58, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 262.5678405762s, input_fired_time: 4.8116841316, output_fired_time: 2.9426243305, propagate_forward_time: 98.3337554932, propagate_backward_time: 151.2531280518, weight_update_time: 0.3506375551, other_time: 5.2266540527
epoch time: 20.8210716248s, input_fired_time: 0.5073069930, output_fired_time: 0.0000000000, propagate_forward_time: 19.4053802490, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9083843231
validation[          , genome 13297] predictions:    9872/  10000 (98.72%), best:    9880/10000 (98.80%), error:       428.82462, best error:       410.07611 on epoch:    58, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 259.8210754395s, input_fired_time: 4.7745113373, output_fired_time: 2.9191358089, propagate_forward_time: 97.2159881592, propagate_backward_time: 149.6993560791, weight_update_time: 0.3487443626, other_time: 5.2120971680
epoch time: 20.8370780945s, input_fired_time: 0.5049093366, output_fired_time: 0.0000000000, propagate_forward_time: 19.4161262512, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9160423279
validation[          , genome 13297] predictions:    9863/  10000 (98.63%), best:    9880/10000 (98.80%), error:       467.32803, best error:       410.07611 on epoch:    58, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 259.9395751953s, input_fired_time: 4.7561063766, output_fired_time: 2.9312753677, propagate_forward_time: 97.2408981323, propagate_backward_time: 149.7939758301, weight_update_time: 0.3490421176, other_time: 5.2173156738
epoch time: 20.8298091888s, input_fired_time: 0.5048702359, output_fired_time: 0.0000000000, propagate_forward_time: 19.4148235321, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9101161957
validation[          , genome 13297] predictions:    9871/  10000 (98.71%), best:    9880/10000 (98.80%), error:       444.76392, best error:       410.07611 on epoch:    58, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 259.8969421387s, input_fired_time: 4.7837195396, output_fired_time: 2.9059247971, propagate_forward_time: 97.2506866455, propagate_backward_time: 149.7499389648, weight_update_time: 0.3491106331, other_time: 5.2066650391
epoch time: 20.8707351685s, input_fired_time: 0.5088810325, output_fired_time: 0.0000000000, propagate_forward_time: 19.4451255798, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9167289734
validation[          , genome 13297] predictions:    9868/  10000 (98.68%), best:    9880/10000 (98.80%), error:       429.84973, best error:       410.07611 on epoch:    58, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 260.1671447754s, input_fired_time: 4.7950434685, output_fired_time: 2.9262125492, propagate_forward_time: 97.3637542725, propagate_backward_time: 149.8402709961, weight_update_time: 0.3495398462, other_time: 5.2418670654
epoch time: 20.8439617157s, input_fired_time: 0.5078679919, output_fired_time: 0.0000000000, propagate_forward_time: 19.4284400940, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9076538086
validation[          , genome 13297] predictions:    9867/  10000 (98.67%), best:    9880/10000 (98.80%), error:       431.00821, best error:       410.07611 on epoch:    58, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 261.7421569824s, input_fired_time: 4.9912118912, output_fired_time: 2.9438138008, propagate_forward_time: 97.6392364502, propagate_backward_time: 150.4684295654, weight_update_time: 0.3730459809, other_time: 5.6994628906
epoch time: 21.0457649231s, input_fired_time: 0.5412102342, output_fired_time: 0.0000000000, propagate_forward_time: 19.5154361725, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9891185760
validation[          , genome 13297] predictions:    9859/  10000 (98.59%), best:    9880/10000 (98.80%), error:       435.21075, best error:       410.07611 on epoch:    58, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 266.1560058594s, input_fired_time: 4.8648233414, output_fired_time: 2.9743041992, propagate_forward_time: 99.5842666626, propagate_backward_time: 153.3843536377, weight_update_time: 0.3540796340, other_time: 5.3482513428
epoch time: 21.2565250397s, input_fired_time: 0.5119401813, output_fired_time: 0.0000000000, propagate_forward_time: 19.8151855469, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9293994904
validation[          , genome 13297] predictions:    9860/  10000 (98.60%), best:    9880/10000 (98.80%), error:       467.66858, best error:       410.07611 on epoch:    58, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 261.4929199219s, input_fired_time: 4.7955408096, output_fired_time: 2.9296548367, propagate_forward_time: 97.7021942139, propagate_backward_time: 150.8578491211, weight_update_time: 0.3493683338, other_time: 5.2076873779
epoch time: 20.8419780731s, input_fired_time: 0.5040024519, output_fired_time: 0.0000000000, propagate_forward_time: 19.4310970306, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9068794250
validation[          , genome 13297] predictions:    9868/  10000 (98.68%), best:    9880/10000 (98.80%), error:       447.11893, best error:       410.07611 on epoch:    58, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 262.6000671387s, input_fired_time: 4.8247637749, output_fired_time: 2.9379432201, propagate_forward_time: 98.0041732788, propagate_backward_time: 151.5702972412, weight_update_time: 0.3505371213, other_time: 5.2628936768
epoch time: 20.9883899689s, input_fired_time: 0.5108243227, output_fired_time: 0.0000000000, propagate_forward_time: 19.5578308105, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9197349548
validation[          , genome 13297] predictions:    9857/  10000 (98.57%), best:    9880/10000 (98.80%), error:       447.82166, best error:       410.07611 on epoch:    58, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 262.5491333008s, input_fired_time: 4.8277082443, output_fired_time: 2.9548773766, propagate_forward_time: 98.0341339111, propagate_backward_time: 151.5110321045, weight_update_time: 0.3493778110, other_time: 5.2213897705
epoch time: 20.9492168427s, input_fired_time: 0.5094376206, output_fired_time: 0.0000000000, propagate_forward_time: 19.5286026001, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9111766815
validation[          , genome 13297] predictions:    9864/  10000 (98.64%), best:    9880/10000 (98.80%), error:       435.09363, best error:       410.07611 on epoch:    58, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 262.5834350586s, input_fired_time: 4.8316521645, output_fired_time: 2.9432344437, propagate_forward_time: 98.1098403931, propagate_backward_time: 151.4435272217, weight_update_time: 0.3505524099, other_time: 5.2551727295
epoch time: 21.1840362549s, input_fired_time: 0.5150489211, output_fired_time: 0.0000000000, propagate_forward_time: 19.7410774231, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9279098511
validation[          , genome 13297] predictions:    9869/  10000 (98.69%), best:    9880/10000 (98.80%), error:       429.52341, best error:       410.07611 on epoch:    58, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 263.7986450195s, input_fired_time: 4.8491530418, output_fired_time: 2.9581308365, propagate_forward_time: 98.5984039307, propagate_backward_time: 152.1145477295, weight_update_time: 0.3519740403, other_time: 5.2784118652
epoch time: 21.0399703979s, input_fired_time: 0.5130568743, output_fired_time: 0.0000000000, propagate_forward_time: 19.6061859131, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9207267761
validation[          , genome 13297] predictions:    9864/  10000 (98.64%), best:    9880/10000 (98.80%), error:       432.23972, best error:       410.07611 on epoch:    58, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 262.4277648926s, input_fired_time: 4.8832135201, output_fired_time: 2.9380142689, propagate_forward_time: 97.9841461182, propagate_backward_time: 151.1973876953, weight_update_time: 0.3577070236, other_time: 5.4250030518
epoch time: 21.9875736237s, input_fired_time: 0.5412258506, output_fired_time: 0.0000000000, propagate_forward_time: 20.4629802704, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9833679199
validation[          , genome 13297] predictions:    9859/  10000 (98.59%), best:    9880/10000 (98.80%), error:       453.72873, best error:       410.07611 on epoch:    58, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 260.1661987305s, input_fired_time: 4.7838883400, output_fired_time: 2.9164068699, propagate_forward_time: 97.3334426880, propagate_backward_time: 149.8940582275, weight_update_time: 0.3488740325, other_time: 5.2383880615
epoch time: 23.0553951263s, input_fired_time: 0.5390775800, output_fired_time: 0.0000000000, propagate_forward_time: 21.5464839935, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9698333740
validation[          , genome 13297] predictions:    9867/  10000 (98.67%), best:    9880/10000 (98.80%), error:       443.10977, best error:       410.07611 on epoch:    58, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 265.4398498535s, input_fired_time: 4.8709301949, output_fired_time: 2.9523291588, propagate_forward_time: 99.4423370361, propagate_backward_time: 152.8599243164, weight_update_time: 0.3538511992, other_time: 5.3143157959
epoch time: 20.8636379242s, input_fired_time: 0.5065005422, output_fired_time: 0.0000000000, propagate_forward_time: 19.4428234100, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9143142700
validation[          , genome 13297] predictions:    9861/  10000 (98.61%), best:    9880/10000 (98.80%), error:       455.54810, best error:       410.07611 on epoch:    58, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 261.0372924805s, input_fired_time: 4.7811846733, output_fired_time: 2.9251275063, propagate_forward_time: 97.7309112549, propagate_backward_time: 150.3502044678, weight_update_time: 0.3496982455, other_time: 5.2498626709
epoch time: 21.0025177002s, input_fired_time: 0.5104413033, output_fired_time: 0.0000000000, propagate_forward_time: 19.5746459961, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9174308777
validation[          , genome 13297] predictions:    9869/  10000 (98.69%), best:    9880/10000 (98.80%), error:       431.31021, best error:       410.07611 on epoch:    58, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 261.1960449219s, input_fired_time: 4.8034429550, output_fired_time: 2.9300363064, propagate_forward_time: 97.7187881470, propagate_backward_time: 150.5303802490, weight_update_time: 0.3494698405, other_time: 5.2133941650
epoch time: 20.8337650299s, input_fired_time: 0.5069400072, output_fired_time: 0.0000000000, propagate_forward_time: 19.4171085358, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9097156525
validation[          , genome 13297] predictions:    9844/  10000 (98.44%), best:    9880/10000 (98.80%), error:       515.86926, best error:       410.07611 on epoch:    58, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 261.1968688965s, input_fired_time: 4.8172764778, output_fired_time: 2.9338498116, propagate_forward_time: 97.6155776978, propagate_backward_time: 150.5917358398, weight_update_time: 0.3487354815, other_time: 5.2384033203
epoch time: 20.8912525177s, input_fired_time: 0.5107839704, output_fired_time: 0.0000000000, propagate_forward_time: 19.4595470428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9209213257
validation[          , genome 13297] predictions:    9880/  10000 (98.80%), best:    9880/10000 (98.80%), error:       427.17160, best error:       410.07611 on epoch:    58, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 261.7993164062s, input_fired_time: 4.8170905113, output_fired_time: 2.9520711899, propagate_forward_time: 97.8929672241, propagate_backward_time: 150.8974304199, weight_update_time: 0.3493391275, other_time: 5.2397766113
epoch time: 20.8521690369s, input_fired_time: 0.5098055601, output_fired_time: 0.0000000000, propagate_forward_time: 19.4346942902, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9076690674
validation[          , genome 13297] predictions:    9872/  10000 (98.72%), best:    9880/10000 (98.80%), error:       453.72968, best error:       410.07611 on epoch:    58, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 260.4831237793s, input_fired_time: 4.8000688553, output_fired_time: 2.9355964661, propagate_forward_time: 97.4416503906, propagate_backward_time: 150.1110534668, weight_update_time: 0.3488111496, other_time: 5.1947631836
epoch time: 20.9763412476s, input_fired_time: 0.5109217167, output_fired_time: 0.0000000000, propagate_forward_time: 19.5528907776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9125289917
validation[          , genome 13297] predictions:    9860/  10000 (98.60%), best:    9880/10000 (98.80%), error:       445.36227, best error:       410.07611 on epoch:    58, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 261.6118164062s, input_fired_time: 4.8225398064, output_fired_time: 2.9387366772, propagate_forward_time: 97.8841018677, propagate_backward_time: 150.7093963623, weight_update_time: 0.3495617211, other_time: 5.2570343018
epoch time: 20.8760280609s, input_fired_time: 0.5098401308, output_fired_time: 0.0000000000, propagate_forward_time: 19.4542675018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9119205475
validation[          , genome 13297] predictions:    9874/  10000 (98.74%), best:    9880/10000 (98.80%), error:       429.14447, best error:       410.07611 on epoch:    58, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 262.2752685547s, input_fired_time: 4.9172840118, output_fired_time: 2.9412131310, propagate_forward_time: 98.0424270630, propagate_backward_time: 150.9597473145, weight_update_time: 0.3596254587, other_time: 5.4145812988
epoch time: 21.0258502960s, input_fired_time: 0.5516042709, output_fired_time: 0.0000000000, propagate_forward_time: 19.4723815918, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0018653870
validation[          , genome 13297] predictions:    9860/  10000 (98.60%), best:    9880/10000 (98.80%), error:       440.86212, best error:       410.07611 on epoch:    58, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 261.6520996094s, input_fired_time: 5.0797944069, output_fired_time: 2.9407641888, propagate_forward_time: 97.6235656738, propagate_backward_time: 150.2068328857, weight_update_time: 0.3775116205, other_time: 5.8011322021
epoch time: 21.0373477936s, input_fired_time: 0.5534842014, output_fired_time: 0.0000000000, propagate_forward_time: 19.4746608734, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0092029572
validation[          , genome 13297] predictions:    9861/  10000 (98.61%), best:    9880/10000 (98.80%), error:       479.30966, best error:       410.07611 on epoch:    58, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 261.1566467285s, input_fired_time: 5.0340309143, output_fired_time: 2.9333956242, propagate_forward_time: 97.4436187744, propagate_backward_time: 149.9700317383, weight_update_time: 0.3776658475, other_time: 5.7755737305
epoch time: 20.9650230408s, input_fired_time: 0.5477362275, output_fired_time: 0.0000000000, propagate_forward_time: 19.4379615784, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9793243408
validation[          , genome 13297] predictions:    9863/  10000 (98.63%), best:    9880/10000 (98.80%), error:       443.46274, best error:       410.07611 on epoch:    58, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 261.0329589844s, input_fired_time: 5.0385842323, output_fired_time: 2.9306027889, propagate_forward_time: 97.3726272583, propagate_backward_time: 149.9726562500, weight_update_time: 0.3761100471, other_time: 5.7184753418
epoch time: 21.0422592163s, input_fired_time: 0.5500817299, output_fired_time: 0.0000000000, propagate_forward_time: 19.4672317505, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0249462128
validation[          , genome 13297] predictions:    9849/  10000 (98.49%), best:    9880/10000 (98.80%), error:       468.39594, best error:       410.07611 on epoch:    58, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 261.5321655273s, input_fired_time: 5.0429410934, output_fired_time: 2.9328131676, propagate_forward_time: 97.6408538818, propagate_backward_time: 150.1584472656, weight_update_time: 0.3774506152, other_time: 5.7571105957
epoch time: 21.0168552399s, input_fired_time: 0.5471916795, output_fired_time: 0.0000000000, propagate_forward_time: 19.4848613739, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9848022461
validation[          , genome 13297] predictions:    9862/  10000 (98.62%), best:    9880/10000 (98.80%), error:       446.12534, best error:       410.07611 on epoch:    58, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 262.8872070312s, input_fired_time: 5.1078701019, output_fired_time: 2.9480931759, propagate_forward_time: 98.1032257080, propagate_backward_time: 150.9187774658, weight_update_time: 0.3831789196, other_time: 5.8092346191
epoch time: 21.4526481628s, input_fired_time: 0.5548058152, output_fired_time: 0.0000000000, propagate_forward_time: 19.8971271515, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0007152557
validation[          , genome 13297] predictions:    9869/  10000 (98.69%), best:    9880/10000 (98.80%), error:       442.53424, best error:       410.07611 on epoch:    58, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 262.5782165527s, input_fired_time: 5.0585546494, output_fired_time: 2.9487764835, propagate_forward_time: 98.0227050781, propagate_backward_time: 150.7643890381, weight_update_time: 0.3790602684, other_time: 5.7837829590
epoch time: 21.0181274414s, input_fired_time: 0.5488864779, output_fired_time: 0.0000000000, propagate_forward_time: 19.4681968689, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0010433197
validation[          , genome 13297] predictions:    9874/  10000 (98.74%), best:    9880/10000 (98.80%), error:       439.79355, best error:       410.07611 on epoch:    58, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 261.7699279785s, input_fired_time: 5.0155649185, output_fired_time: 2.9373440742, propagate_forward_time: 97.7780532837, propagate_backward_time: 150.4169464111, weight_update_time: 0.3719762266, other_time: 5.6220245361
epoch time: 20.9100131989s, input_fired_time: 0.5289962292, output_fired_time: 0.0000000000, propagate_forward_time: 19.4311180115, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9498996735
validation[          , genome 13297] predictions:    9867/  10000 (98.67%), best:    9880/10000 (98.80%), error:       446.97574, best error:       410.07611 on epoch:    58, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 263.5447387695s, input_fired_time: 5.0579032898, output_fired_time: 2.9584200382, propagate_forward_time: 98.5982971191, propagate_backward_time: 151.1531219482, weight_update_time: 0.3779657781, other_time: 5.7770080566
epoch time: 21.2910423279s, input_fired_time: 0.5525458455, output_fired_time: 0.0000000000, propagate_forward_time: 19.7397785187, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9987182617
validation[          , genome 13297] predictions:    9872/  10000 (98.72%), best:    9880/10000 (98.80%), error:       441.30554, best error:       410.07611 on epoch:    58, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 262.4961547852s, input_fired_time: 4.9825296402, output_fired_time: 2.9460241795, propagate_forward_time: 98.1804122925, propagate_backward_time: 150.7575683594, weight_update_time: 0.3704634011, other_time: 5.6296081543
epoch time: 21.0165519714s, input_fired_time: 0.5235233307, output_fired_time: 0.0000000000, propagate_forward_time: 19.5456256866, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9474029541
validation[          , genome 13297] predictions:    9873/  10000 (98.73%), best:    9880/10000 (98.80%), error:       443.01428, best error:       410.07611 on epoch:    58, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 267.2372741699s, input_fired_time: 5.0112934113, output_fired_time: 2.9856376648, propagate_forward_time: 100.0297164917, propagate_backward_time: 153.6165618896, weight_update_time: 0.3660712540, other_time: 5.5940704346
epoch time: 21.0357551575s, input_fired_time: 0.5235108137, output_fired_time: 0.0000000000, propagate_forward_time: 19.5689334869, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9433116913
validation[          , genome 13297] predictions:    9865/  10000 (98.65%), best:    9880/10000 (98.80%), error:       453.53378, best error:       410.07611 on epoch:    58, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 266.4736022949s, input_fired_time: 4.9703855515, output_fired_time: 2.9774639606, propagate_forward_time: 99.6867065430, propagate_backward_time: 153.3125762939, weight_update_time: 0.3623887897, other_time: 5.5264434814
epoch time: 21.6133632660s, input_fired_time: 0.5373437405, output_fired_time: 0.0000000000, propagate_forward_time: 20.1122531891, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9637660980
validation[          , genome 13297] predictions:    9872/  10000 (98.72%), best:    9880/10000 (98.80%), error:       435.87866, best error:       410.07611 on epoch:    58, 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: 105.0339736938s, input_fired_time: 2.7220802307, output_fired_time: 0.0000000000, propagate_forward_time: 97.4102554321, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.9016342163
best training[          , genome 13297] predictions:   49955/  50000 (99.91%), best:    9880/10000 (98.80%), error:       365.03632, best error:       410.07611 on epoch:    58, 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: 20.9283676147s, input_fired_time: 0.5043376088, output_fired_time: 0.0000000000, propagate_forward_time: 19.4832515717, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9407787323
   testing[          , genome 13297] predictions:    9889/  10000 (98.89%), best:    9880/10000 (98.80%), error:       375.40335, best error:       410.07611 on epoch:    58, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
23:20:05 (24603): called boinc_finish(0)

</stderr_txt>
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