Nameexact_genome_1512568488_42_6464_1
Workunit2603541
Created7 Dec 2017, 19:52:52 UTC
Sent7 Dec 2017, 20:00:00 UTC
Report deadline15 Dec 2017, 21:57:20 UTC
Received9 Dec 2017, 7:42:28 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57938
Run time4 hours 43 min 4 sec
CPU time4 hours 39 min 19 sec
Validate stateValid
Credit2,020.37
Device peak FLOPS2.90 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size155.34 MB
Peak swap size159.96 MB
Peak disk usage2.43 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
000 (96.78%), best:    9759/10000 (97.59%), error:      1032.62927, best error:       844.17572 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 153.1558380127s, input_fired_time: 1.5745149851, output_fired_time: 1.6042611599, propagate_forward_time: 57.8543205261, propagate_backward_time: 88.8750991821, weight_update_time: 0.2173041701, other_time: 3.2476425171
epoch time: 12.5173702240s, input_fired_time: 0.2008228302, output_fired_time: 0.0000000000, propagate_forward_time: 11.7350788116, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5814685822
validation[          , genome  6464] predictions:    9727/  10000 (97.27%), best:    9759/10000 (97.59%), error:       952.64368, best error:       844.17572 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 151.9867706299s, input_fired_time: 1.5569213629, output_fired_time: 1.5981351137, propagate_forward_time: 57.4268836975, propagate_backward_time: 88.1715011597, weight_update_time: 0.2153901607, other_time: 3.2333450317
epoch time: 11.9156980515s, input_fired_time: 0.1899331659, output_fired_time: 0.0000000000, propagate_forward_time: 11.1703214645, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5554437637
validation[          , genome  6464] predictions:    9734/  10000 (97.34%), best:    9759/10000 (97.59%), error:       864.36072, best error:       844.17572 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 151.6883087158s, input_fired_time: 1.5935670137, output_fired_time: 1.6094393730, propagate_forward_time: 56.7427597046, propagate_backward_time: 88.3290023804, weight_update_time: 0.2200066149, other_time: 3.4135437012
epoch time: 12.4406318665s, input_fired_time: 0.1987304538, output_fired_time: 0.0000000000, propagate_forward_time: 11.6562719345, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5856294632
validation[          , genome  6464] predictions:    9764/  10000 (97.64%), best:    9764/10000 (97.64%), error:       835.80817, best error:       835.80817 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 151.3762817383s, input_fired_time: 1.5576795340, output_fired_time: 1.5937925577, propagate_forward_time: 57.1612129211, propagate_backward_time: 87.8098754883, weight_update_time: 0.2174394876, other_time: 3.2537231445
epoch time: 12.5923395157s, input_fired_time: 0.1985331774, output_fired_time: 0.0000000000, propagate_forward_time: 11.8104286194, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5833778381
validation[          , genome  6464] predictions:    9769/  10000 (97.69%), best:    9769/10000 (97.69%), error:       821.96753, best error:       821.96753 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 153.5044403076s, input_fired_time: 1.5744096041, output_fired_time: 1.6044905186, propagate_forward_time: 58.2096481323, propagate_backward_time: 88.8897781372, weight_update_time: 0.2175486982, other_time: 3.2261047363
epoch time: 12.7628335953s, input_fired_time: 0.1967384517, output_fired_time: 0.0000000000, propagate_forward_time: 11.9854488373, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5806465149
validation[          , genome  6464] predictions:    9697/  10000 (96.97%), best:    9769/10000 (97.69%), error:       991.42535, best error:       821.96753 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 154.1642913818s, input_fired_time: 1.5830098391, output_fired_time: 1.6162933111, propagate_forward_time: 58.4152259827, propagate_backward_time: 89.2849273682, weight_update_time: 0.2198906094, other_time: 3.2648468018
epoch time: 12.5138463974s, input_fired_time: 0.1997681558, output_fired_time: 0.0000000000, propagate_forward_time: 11.7371101379, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5769681931
validation[          , genome  6464] predictions:    9715/  10000 (97.15%), best:    9769/10000 (97.69%), error:       917.76471, best error:       821.96753 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 153.7351226807s, input_fired_time: 1.5810478926, output_fired_time: 1.6130025387, propagate_forward_time: 58.2851066589, propagate_backward_time: 89.0310897827, weight_update_time: 0.2180918455, other_time: 3.2248611450
epoch time: 12.6627254486s, input_fired_time: 0.2068907320, output_fired_time: 0.0000000000, propagate_forward_time: 11.8516187668, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6042156219
validation[          , genome  6464] predictions:    9738/  10000 (97.38%), best:    9769/10000 (97.69%), error:       845.17975, best error:       821.96753 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 153.1767425537s, input_fired_time: 1.5892859697, output_fired_time: 1.6098558903, propagate_forward_time: 57.8233795166, propagate_backward_time: 88.8807754517, weight_update_time: 0.2169007957, other_time: 3.2734451294
epoch time: 12.3957023621s, input_fired_time: 0.1964308918, output_fired_time: 0.0000000000, propagate_forward_time: 11.6334371567, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5658340454
validation[          , genome  6464] predictions:    9753/  10000 (97.53%), best:    9769/10000 (97.69%), error:       844.87860, best error:       821.96753 on epoch:    18, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 153.5522460938s, input_fired_time: 1.5915818214, output_fired_time: 1.6094778776, propagate_forward_time: 58.1334686279, propagate_backward_time: 88.9669570923, weight_update_time: 0.2175553143, other_time: 3.2507553101
epoch time: 11.6633014679s, input_fired_time: 0.1943585724, output_fired_time: 0.0000000000, propagate_forward_time: 10.8626966476, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6062459946
validation[          , genome  6464] predictions:    9759/  10000 (97.59%), best:    9759/10000 (97.59%), error:       803.46655, best error:       803.46655 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 153.6643218994s, input_fired_time: 1.5886732340, output_fired_time: 1.6098189354, propagate_forward_time: 58.2212562561, propagate_backward_time: 88.9700775146, weight_update_time: 0.2175818831, other_time: 3.2745056152
epoch time: 12.3938865662s, input_fired_time: 0.1916131973, output_fired_time: 0.0000000000, propagate_forward_time: 11.6248846054, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5773887634
validation[          , genome  6464] predictions:    9737/  10000 (97.37%), best:    9759/10000 (97.59%), error:       875.74615, best error:       803.46655 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 150.4900817871s, input_fired_time: 1.5589588881, output_fired_time: 1.5954359770, propagate_forward_time: 56.2349433899, propagate_backward_time: 87.8167495728, weight_update_time: 0.2150900662, other_time: 3.2840042114
epoch time: 12.7253465652s, input_fired_time: 0.2059275359, output_fired_time: 0.0000000000, propagate_forward_time: 11.9165248871, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6028938293
validation[          , genome  6464] predictions:    9724/  10000 (97.24%), best:    9759/10000 (97.59%), error:       928.78802, best error:       803.46655 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 154.0366668701s, input_fired_time: 1.5801078081, output_fired_time: 1.6155263186, propagate_forward_time: 58.4759330750, propagate_backward_time: 89.1264877319, weight_update_time: 0.2178928405, other_time: 3.2386093140
epoch time: 12.1253747940s, input_fired_time: 0.1942291558, output_fired_time: 0.0000000000, propagate_forward_time: 11.3684396744, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5627059937
validation[          , genome  6464] predictions:    9692/  10000 (96.92%), best:    9759/10000 (97.59%), error:       964.11285, best error:       803.46655 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 153.9756774902s, input_fired_time: 1.5926303864, output_fired_time: 1.6096146107, propagate_forward_time: 58.3144569397, propagate_backward_time: 89.2284240723, weight_update_time: 0.2193804383, other_time: 3.2305450439
epoch time: 12.4124984741s, input_fired_time: 0.1995200068, output_fired_time: 0.0000000000, propagate_forward_time: 11.6317605972, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5812177658
validation[          , genome  6464] predictions:    9758/  10000 (97.58%), best:    9759/10000 (97.59%), error:       827.76044, best error:       803.46655 on epoch:    23, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 150.6860961914s, input_fired_time: 1.5711675882, output_fired_time: 1.5919836760, propagate_forward_time: 56.6954269409, propagate_backward_time: 87.5443420410, weight_update_time: 0.2144216597, other_time: 3.2831802368
epoch time: 12.2878856659s, input_fired_time: 0.1984161884, output_fired_time: 0.0000000000, propagate_forward_time: 11.5147895813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5746803284
validation[          , genome  6464] predictions:    9762/  10000 (97.62%), best:    9759/10000 (97.59%), error:       823.32281, best error:       803.46655 on epoch:    23, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 153.3266143799s, input_fired_time: 1.5820118189, output_fired_time: 1.6074054241, propagate_forward_time: 58.0839729309, propagate_backward_time: 88.8299255371, weight_update_time: 0.2157914340, other_time: 3.2232971191
epoch time: 12.4231853485s, input_fired_time: 0.1996365339, output_fired_time: 0.0000000000, propagate_forward_time: 11.6586446762, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5649042130
validation[          , genome  6464] predictions:    9710/  10000 (97.10%), best:    9759/10000 (97.59%), error:       981.76208, best error:       803.46655 on epoch:    23, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 154.1909179688s, input_fired_time: 1.5919705629, output_fired_time: 1.6143368483, propagate_forward_time: 58.5121307373, propagate_backward_time: 89.2369308472, weight_update_time: 0.2211023420, other_time: 3.2355575562
epoch time: 11.2820682526s, input_fired_time: 0.2013468742, output_fired_time: 0.0000000000, propagate_forward_time: 10.4226083755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6581125259
validation[          , genome  6464] predictions:    9720/  10000 (97.20%), best:    9759/10000 (97.59%), error:       907.25049, best error:       803.46655 on epoch:    23, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 152.3034973145s, input_fired_time: 1.5750261545, output_fired_time: 1.5961947441, propagate_forward_time: 57.6219635010, propagate_backward_time: 88.2788009644, weight_update_time: 0.2177066505, other_time: 3.2315139771
epoch time: 12.7597589493s, input_fired_time: 0.2013802826, output_fired_time: 0.0000000000, propagate_forward_time: 11.9777851105, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5805931091
validation[          , genome  6464] predictions:    9729/  10000 (97.29%), best:    9759/10000 (97.59%), error:       913.26489, best error:       803.46655 on epoch:    23, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 155.8281250000s, input_fired_time: 1.6139599085, output_fired_time: 1.6282021999, propagate_forward_time: 59.0813064575, propagate_backward_time: 90.2368011475, weight_update_time: 0.2192305624, other_time: 3.2678604126
epoch time: 12.8053274155s, input_fired_time: 0.2042394876, output_fired_time: 0.0000000000, propagate_forward_time: 12.0184726715, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5826148987
validation[          , genome  6464] predictions:    9705/  10000 (97.05%), best:    9759/10000 (97.59%), error:       936.57831, best error:       803.46655 on epoch:    23, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 152.0972595215s, input_fired_time: 1.5849983692, output_fired_time: 1.5980869532, propagate_forward_time: 57.3181533813, propagate_backward_time: 88.2994766235, weight_update_time: 0.2179222703, other_time: 3.2965545654
epoch time: 12.0925807953s, input_fired_time: 0.1990731806, output_fired_time: 0.0000000000, propagate_forward_time: 11.3135385513, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5799694061
validation[          , genome  6464] predictions:    9684/  10000 (96.84%), best:    9759/10000 (97.59%), error:      1058.37695, best error:       803.46655 on epoch:    23, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 154.2701110840s, input_fired_time: 1.5995888710, output_fired_time: 1.6173536777, propagate_forward_time: 58.4749259949, propagate_backward_time: 89.3448257446, weight_update_time: 0.2165051550, other_time: 3.2334060669
epoch time: 12.5110263824s, input_fired_time: 0.2019591630, output_fired_time: 0.0000000000, propagate_forward_time: 11.7234554291, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5856113434
validation[          , genome  6464] predictions:    9741/  10000 (97.41%), best:    9759/10000 (97.59%), error:       836.65179, best error:       803.46655 on epoch:    23, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 152.6609039307s, input_fired_time: 1.5807834864, output_fired_time: 1.6020075083, propagate_forward_time: 57.6337203979, propagate_backward_time: 88.5750045776, weight_update_time: 0.2164779305, other_time: 3.2693939209
epoch time: 12.6587038040s, input_fired_time: 0.2052914798, output_fired_time: 0.0000000000, propagate_forward_time: 11.8651905060, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5882215500
validation[          , genome  6464] predictions:    9762/  10000 (97.62%), best:    9762/10000 (97.62%), error:       766.55011, best error:       766.55011 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 153.5147094727s, input_fired_time: 1.5979719162, output_fired_time: 1.6084547043, propagate_forward_time: 58.0595703125, propagate_backward_time: 88.9915084839, weight_update_time: 0.2158654034, other_time: 3.2571945190
epoch time: 12.4576320648s, input_fired_time: 0.2030286491, output_fired_time: 0.0000000000, propagate_forward_time: 11.6689233780, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5856800079
validation[          , genome  6464] predictions:    9723/  10000 (97.23%), best:    9762/10000 (97.62%), error:       857.71686, best error:       766.55011 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 154.2168579102s, input_fired_time: 1.6011415720, output_fired_time: 1.6146321297, propagate_forward_time: 58.4492301941, propagate_backward_time: 89.2952575684, weight_update_time: 0.2219619602, other_time: 3.2565917969
epoch time: 12.6665792465s, input_fired_time: 0.2040681690, output_fired_time: 0.0000000000, propagate_forward_time: 11.8967962265, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5657148361
validation[          , genome  6464] predictions:    9750/  10000 (97.50%), best:    9762/10000 (97.62%), error:       799.07385, best error:       766.55011 on epoch:    35, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 153.3109741211s, input_fired_time: 1.6007909775, output_fired_time: 1.6118519306, propagate_forward_time: 57.8674736023, propagate_backward_time: 88.9267730713, weight_update_time: 0.2195536941, other_time: 3.3040924072
epoch time: 12.4783163071s, input_fired_time: 0.2010227442, output_fired_time: 0.0000000000, propagate_forward_time: 11.7087755203, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5685176849
validation[          , genome  6464] predictions:    9735/  10000 (97.35%), best:    9762/10000 (97.62%), error:       861.67480, best error:       766.55011 on epoch:    35, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 153.6259155273s, input_fired_time: 1.5927187204, output_fired_time: 1.6079245806, propagate_forward_time: 58.1966362000, propagate_backward_time: 88.9670867920, weight_update_time: 0.2189119011, other_time: 3.2615509033
epoch time: 12.5132341385s, input_fired_time: 0.2029223889, output_fired_time: 0.0000000000, propagate_forward_time: 11.7427692413, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5675420761
validation[          , genome  6464] predictions:    9756/  10000 (97.56%), best:    9762/10000 (97.62%), error:       795.95447, best error:       766.55011 on epoch:    35, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 154.0119171143s, input_fired_time: 1.5990513563, output_fired_time: 1.6110877991, propagate_forward_time: 58.3227272034, propagate_backward_time: 89.2094650269, weight_update_time: 0.2170747072, other_time: 3.2695999146
epoch time: 11.9050264359s, input_fired_time: 0.2040199339, output_fired_time: 0.0000000000, propagate_forward_time: 11.0859003067, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6151065826
validation[          , genome  6464] predictions:    9733/  10000 (97.33%), best:    9762/10000 (97.62%), error:       895.21503, best error:       766.55011 on epoch:    35, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 153.8311614990s, input_fired_time: 1.5897787809, output_fired_time: 1.6041251421, propagate_forward_time: 58.4016304016, propagate_backward_time: 89.0321121216, weight_update_time: 0.2174831033, other_time: 3.2035140991
epoch time: 12.2409524918s, input_fired_time: 0.2008139640, output_fired_time: 0.0000000000, propagate_forward_time: 11.4649419785, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5751962662
validation[          , genome  6464] predictions:    9734/  10000 (97.34%), best:    9762/10000 (97.62%), error:       834.31897, best error:       766.55011 on epoch:    35, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 153.2814636230s, input_fired_time: 1.5925400257, output_fired_time: 1.6089915037, propagate_forward_time: 58.0354690552, propagate_backward_time: 88.8417739868, weight_update_time: 0.2150264680, other_time: 3.2026824951
epoch time: 12.6105356216s, input_fired_time: 0.2015351951, output_fired_time: 0.0000000000, propagate_forward_time: 11.8376579285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5713424683
validation[          , genome  6464] predictions:    9766/  10000 (97.66%), best:    9766/10000 (97.66%), error:       747.74603, best error:       747.74603 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 153.4546813965s, input_fired_time: 1.5985050201, output_fired_time: 1.6071972847, propagate_forward_time: 58.2256164551, propagate_backward_time: 88.7980422974, weight_update_time: 0.2171608955, other_time: 3.2253189087
epoch time: 12.5171937943s, input_fired_time: 0.2008241862, output_fired_time: 0.0000000000, propagate_forward_time: 11.7539978027, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5623722076
validation[          , genome  6464] predictions:    9725/  10000 (97.25%), best:    9766/10000 (97.66%), error:       893.41522, best error:       747.74603 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 154.3677825928s, input_fired_time: 1.6040959358, output_fired_time: 1.6173074245, propagate_forward_time: 58.5289154053, propagate_backward_time: 89.3469161987, weight_update_time: 0.2181047797, other_time: 3.2705459595
epoch time: 12.9452114105s, input_fired_time: 0.2130242735, output_fired_time: 0.0000000000, propagate_forward_time: 12.1368465424, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5953407288
validation[          , genome  6464] predictions:    9760/  10000 (97.60%), best:    9766/10000 (97.66%), error:       798.75323, best error:       747.74603 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 153.9127502441s, input_fired_time: 1.6054990292, output_fired_time: 1.6105197668, propagate_forward_time: 58.3030624390, propagate_backward_time: 89.1704711914, weight_update_time: 0.2152153254, other_time: 3.2231979370
epoch time: 11.3991765976s, input_fired_time: 0.1945246458, output_fired_time: 0.0000000000, propagate_forward_time: 10.6012992859, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6033525467
validation[          , genome  6464] predictions:    9764/  10000 (97.64%), best:    9766/10000 (97.66%), error:       777.75385, best error:       747.74603 on epoch:    42, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 153.2323760986s, input_fired_time: 1.6046589613, output_fired_time: 1.6166679859, propagate_forward_time: 57.7865791321, propagate_backward_time: 88.9177627563, weight_update_time: 0.2178597897, other_time: 3.3067092896
epoch time: 12.5402421951s, input_fired_time: 0.2061556727, output_fired_time: 0.0000000000, propagate_forward_time: 11.7534122467, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5806741714
validation[          , genome  6464] predictions:    9754/  10000 (97.54%), best:    9766/10000 (97.66%), error:       844.40729, best error:       747.74603 on epoch:    42, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 153.4902648926s, input_fired_time: 1.6084700823, output_fired_time: 1.6080993414, propagate_forward_time: 58.0746078491, propagate_backward_time: 88.9465484619, weight_update_time: 0.2200633585, other_time: 3.2525405884
epoch time: 12.4660882950s, input_fired_time: 0.2023305446, output_fired_time: 0.0000000000, propagate_forward_time: 11.6937456131, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5700120926
validation[          , genome  6464] predictions:    9709/  10000 (97.09%), best:    9766/10000 (97.66%), error:       926.78644, best error:       747.74603 on epoch:    42, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 154.8703460693s, input_fired_time: 1.6096024513, output_fired_time: 1.6137934923, propagate_forward_time: 58.7662887573, propagate_backward_time: 89.6280593872, weight_update_time: 0.2201296836, other_time: 3.2525939941
epoch time: 12.6005773544s, input_fired_time: 0.2034406364, output_fired_time: 0.0000000000, propagate_forward_time: 11.8168668747, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5802698135
validation[          , genome  6464] predictions:    9695/  10000 (96.95%), best:    9766/10000 (97.66%), error:       982.47229, best error:       747.74603 on epoch:    42, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 154.6483306885s, input_fired_time: 1.6047538519, output_fired_time: 1.6180896759, propagate_forward_time: 58.6264419556, propagate_backward_time: 89.5119934082, weight_update_time: 0.2207945734, other_time: 3.2870559692
epoch time: 12.5650453568s, input_fired_time: 0.2047693431, output_fired_time: 0.0000000000, propagate_forward_time: 11.7793703079, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5809059143
validation[          , genome  6464] predictions:    9748/  10000 (97.48%), best:    9766/10000 (97.66%), error:       830.09424, best error:       747.74603 on epoch:    42, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 153.3001403809s, input_fired_time: 1.6028602123, output_fired_time: 1.6064809561, propagate_forward_time: 57.9399490356, propagate_backward_time: 88.8588943481, weight_update_time: 0.2196567953, other_time: 3.2919616699
epoch time: 12.6091451645s, input_fired_time: 0.2038922459, output_fired_time: 0.0000000000, propagate_forward_time: 11.8347673416, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5704851151
validation[          , genome  6464] predictions:    9748/  10000 (97.48%), best:    9766/10000 (97.66%), error:       824.12280, best error:       747.74603 on epoch:    42, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 154.5956878662s, input_fired_time: 1.6179684401, output_fired_time: 1.6117522717, propagate_forward_time: 58.7425727844, propagate_backward_time: 89.3601303101, weight_update_time: 0.2208564579, other_time: 3.2632675171
epoch time: 12.5650005341s, input_fired_time: 0.2050545514, output_fired_time: 0.0000000000, propagate_forward_time: 11.7851457596, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5748004913
validation[          , genome  6464] predictions:    9789/  10000 (97.89%), best:    9766/10000 (97.66%), error:       781.37146, best error:       747.74603 on epoch:    42, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 151.9178924561s, input_fired_time: 1.6027339697, output_fired_time: 1.5978620052, propagate_forward_time: 57.0538597107, propagate_backward_time: 88.3264465332, weight_update_time: 0.2185734212, other_time: 3.3369903564
epoch time: 12.7327709198s, input_fired_time: 0.2028571963, output_fired_time: 0.0000000000, propagate_forward_time: 11.9623079300, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5676059723
validation[          , genome  6464] predictions:    9744/  10000 (97.44%), best:    9766/10000 (97.66%), error:       811.04065, best error:       747.74603 on epoch:    42, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 154.9667053223s, input_fired_time: 1.6289466619, output_fired_time: 1.6198536158, propagate_forward_time: 58.7566719055, propagate_backward_time: 89.6643829346, weight_update_time: 0.2190069407, other_time: 3.2968444824
epoch time: 12.2347764969s, input_fired_time: 0.1937801540, output_fired_time: 0.0000000000, propagate_forward_time: 11.4832305908, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5577659607
validation[          , genome  6464] predictions:    9719/  10000 (97.19%), best:    9766/10000 (97.66%), error:       864.26251, best error:       747.74603 on epoch:    42, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 155.0862274170s, input_fired_time: 1.6128828526, output_fired_time: 1.6236352921, propagate_forward_time: 58.9319000244, propagate_backward_time: 89.6408767700, weight_update_time: 0.2230105400, other_time: 3.2769241333
epoch time: 12.4315462112s, input_fired_time: 0.1993222684, output_fired_time: 0.0000000000, propagate_forward_time: 11.6736087799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5586147308
validation[          , genome  6464] predictions:    9713/  10000 (97.13%), best:    9766/10000 (97.66%), error:       947.12878, best error:       747.74603 on epoch:    42, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 153.1083068848s, input_fired_time: 1.6091302633, output_fired_time: 1.6108433008, propagate_forward_time: 57.7695960999, propagate_backward_time: 88.8247222900, weight_update_time: 0.2207914293, other_time: 3.2940216064
epoch time: 12.6686668396s, input_fired_time: 0.2016012222, output_fired_time: 0.0000000000, propagate_forward_time: 11.8871135712, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5799522400
validation[          , genome  6464] predictions:    9717/  10000 (97.17%), best:    9766/10000 (97.66%), error:       905.89825, best error:       747.74603 on epoch:    42, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 153.7777709961s, input_fired_time: 1.5975581408, output_fired_time: 1.6150401831, propagate_forward_time: 58.2342109680, propagate_backward_time: 89.0739898682, weight_update_time: 0.2193769068, other_time: 3.2569732666
epoch time: 12.7428340912s, input_fired_time: 0.2093152106, output_fired_time: 0.0000000000, propagate_forward_time: 11.9573173523, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5762014389
validation[          , genome  6464] predictions:    9714/  10000 (97.14%), best:    9766/10000 (97.66%), error:       947.32813, best error:       747.74603 on epoch:    42, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 154.2516021729s, input_fired_time: 1.6064262390, output_fired_time: 1.6124211550, propagate_forward_time: 58.6496543884, propagate_backward_time: 89.1509323120, weight_update_time: 0.2175121903, other_time: 3.2321548462
epoch time: 12.5350761414s, input_fired_time: 0.2054374963, output_fired_time: 0.0000000000, propagate_forward_time: 11.7530527115, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5765857697
validation[          , genome  6464] predictions:    9782/  10000 (97.82%), best:    9782/10000 (97.82%), error:       720.56244, best error:       720.56244 on epoch:    57, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 152.5631103516s, input_fired_time: 1.5972512960, output_fired_time: 1.6057353020, propagate_forward_time: 57.5699768066, propagate_backward_time: 88.5382385254, weight_update_time: 0.2152796239, other_time: 3.2519226074
epoch time: 12.2406253815s, input_fired_time: 0.2015165240, output_fired_time: 0.0000000000, propagate_forward_time: 11.4629335403, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5761756897
validation[          , genome  6464] predictions:    9755/  10000 (97.55%), best:    9782/10000 (97.82%), error:       858.26666, best error:       720.56244 on epoch:    57, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 151.4588623047s, input_fired_time: 1.5866776705, output_fired_time: 1.5930641890, propagate_forward_time: 56.9823112488, propagate_backward_time: 88.0164184570, weight_update_time: 0.2160177827, other_time: 3.2803802490
epoch time: 12.5124092102s, input_fired_time: 0.2038784176, output_fired_time: 0.0000000000, propagate_forward_time: 11.7302961349, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5782346725
validation[          , genome  6464] predictions:    9768/  10000 (97.68%), best:    9782/10000 (97.82%), error:       774.09796, best error:       720.56244 on epoch:    57, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 154.1052703857s, input_fired_time: 1.6279652119, output_fired_time: 1.6176785231, propagate_forward_time: 58.3556518555, propagate_backward_time: 89.1875762939, weight_update_time: 0.2217718512, other_time: 3.3164062500
epoch time: 12.5102872849s, input_fired_time: 0.2063962072, output_fired_time: 0.0000000000, propagate_forward_time: 11.7196273804, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5842638016
validation[          , genome  6464] predictions:    9733/  10000 (97.33%), best:    9782/10000 (97.82%), error:       868.16632, best error:       720.56244 on epoch:    57, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 155.0177154541s, input_fired_time: 1.6140698195, output_fired_time: 1.6160764694, propagate_forward_time: 58.9506835938, propagate_backward_time: 89.6196670532, weight_update_time: 0.2173858583, other_time: 3.2172164917
epoch time: 12.1962909698s, input_fired_time: 0.2012923658, output_fired_time: 0.0000000000, propagate_forward_time: 11.4291362762, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5658626556
validation[          , genome  6464] predictions:    9662/  10000 (96.62%), best:    9782/10000 (97.82%), error:      1085.63879, best error:       720.56244 on epoch:    57, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 151.8841857910s, input_fired_time: 1.6045563221, output_fired_time: 1.6051940918, propagate_forward_time: 57.0771293640, propagate_backward_time: 88.3097610474, weight_update_time: 0.2153201252, other_time: 3.2875442505
epoch time: 12.4619827271s, input_fired_time: 0.2017230839, output_fired_time: 0.0000000000, propagate_forward_time: 11.6997394562, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5605201721
validation[          , genome  6464] predictions:    9758/  10000 (97.58%), best:    9782/10000 (97.82%), error:       743.63641, best error:       720.56244 on epoch:    57, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 154.7446289063s, input_fired_time: 1.6185667515, output_fired_time: 1.6085053682, propagate_forward_time: 58.8208198547, propagate_backward_time: 89.4620895386, weight_update_time: 0.2209417373, other_time: 3.2346572876
epoch time: 12.3930387497s, input_fired_time: 0.2038765997, output_fired_time: 0.0000000000, propagate_forward_time: 11.6035509109, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5856113434
validation[          , genome  6464] predictions:    9710/  10000 (97.10%), best:    9782/10000 (97.82%), error:       961.26294, best error:       720.56244 on epoch:    57, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 153.9588470459s, input_fired_time: 1.6040015221, output_fired_time: 1.6095691919, propagate_forward_time: 58.3519020081, propagate_backward_time: 89.1694107056, weight_update_time: 0.2180420160, other_time: 3.2239608765
epoch time: 11.7080669403s, input_fired_time: 0.2012852281, output_fired_time: 0.0000000000, propagate_forward_time: 10.8803501129, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6264314651
validation[          , genome  6464] predictions:    9766/  10000 (97.66%), best:    9782/10000 (97.82%), error:       774.95483, best error:       720.56244 on epoch:    57, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 153.8810272217s, input_fired_time: 1.6051576138, output_fired_time: 1.6100887060, propagate_forward_time: 58.3116226196, propagate_backward_time: 89.1292648315, weight_update_time: 0.2158357352, other_time: 3.2248840332
epoch time: 12.8237905502s, input_fired_time: 0.2123859376, output_fired_time: 0.0000000000, propagate_forward_time: 12.0119791031, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5994253159
validation[          , genome  6464] predictions:    9761/  10000 (97.61%), best:    9782/10000 (97.82%), error:       805.99023, best error:       720.56244 on epoch:    57, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 155.4260559082s, input_fired_time: 1.6122041941, output_fired_time: 1.6307024956, propagate_forward_time: 58.8720245361, propagate_backward_time: 90.0504074097, weight_update_time: 0.2171873003, other_time: 3.2607192993
epoch time: 12.4184617996s, input_fired_time: 0.2036048174, output_fired_time: 0.0000000000, propagate_forward_time: 11.6420087814, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5728483200
validation[          , genome  6464] predictions:    9719/  10000 (97.19%), best:    9782/10000 (97.82%), error:       931.70581, best error:       720.56244 on epoch:    57, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 153.5325317383s, input_fired_time: 1.6030578613, output_fired_time: 1.6171783209, propagate_forward_time: 57.9555091858, propagate_backward_time: 89.0706405640, weight_update_time: 0.2175937891, other_time: 3.2861557007
epoch time: 12.1314382553s, input_fired_time: 0.2022207379, output_fired_time: 0.0000000000, propagate_forward_time: 11.3342657089, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5949516296
validation[          , genome  6464] predictions:    9756/  10000 (97.56%), best:    9782/10000 (97.82%), error:       787.32593, best error:       720.56244 on epoch:    57, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 153.5112609863s, input_fired_time: 1.5954382420, output_fired_time: 1.6076743603, propagate_forward_time: 58.1049766541, propagate_backward_time: 88.9093475342, weight_update_time: 0.2193506062, other_time: 3.2938079834
epoch time: 12.3949851990s, input_fired_time: 0.2008987367, output_fired_time: 0.0000000000, propagate_forward_time: 11.6298122406, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5642738342
validation[          , genome  6464] predictions:    9756/  10000 (97.56%), best:    9782/10000 (97.82%), error:       815.65131, best error:       720.56244 on epoch:    57, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 155.0255584717s, input_fired_time: 1.6305772066, output_fired_time: 1.6225726604, propagate_forward_time: 58.7092628479, propagate_backward_time: 89.7528839111, weight_update_time: 0.2223704457, other_time: 3.3102569580
epoch time: 12.5256166458s, input_fired_time: 0.2055396885, output_fired_time: 0.0000000000, propagate_forward_time: 11.7375993729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5824775696
validation[          , genome  6464] predictions:    9684/  10000 (96.84%), best:    9782/10000 (97.82%), error:      1028.52002, best error:       720.56244 on epoch:    57, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 155.1043243408s, input_fired_time: 1.6217494011, output_fired_time: 1.6284445524, propagate_forward_time: 58.8148956299, propagate_backward_time: 89.7091827393, weight_update_time: 0.2202374637, other_time: 3.3300476074
epoch time: 12.2031106949s, input_fired_time: 0.2010624856, output_fired_time: 0.0000000000, propagate_forward_time: 11.4324922562, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5695562363
validation[          , genome  6464] predictions:    9749/  10000 (97.49%), best:    9782/10000 (97.82%), error:       848.33008, best error:       720.56244 on epoch:    57, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 153.8610534668s, input_fired_time: 1.6082700491, output_fired_time: 1.6135404110, propagate_forward_time: 58.3589134216, propagate_backward_time: 89.0130310059, weight_update_time: 0.2173970640, other_time: 3.2672882080
epoch time: 12.2405405045s, input_fired_time: 0.2032942474, output_fired_time: 0.0000000000, propagate_forward_time: 11.4457149506, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5915317535
validation[          , genome  6464] predictions:    9726/  10000 (97.26%), best:    9782/10000 (97.82%), error:       874.30981, best error:       720.56244 on epoch:    57, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 154.4210968018s, input_fired_time: 1.6192406416, output_fired_time: 1.6187286377, propagate_forward_time: 58.5213165283, propagate_backward_time: 89.4169082642, weight_update_time: 0.2181793898, other_time: 3.2448959351
epoch time: 11.8983125687s, input_fired_time: 0.1958869249, output_fired_time: 0.0000000000, propagate_forward_time: 11.1225576401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5798683167
validation[          , genome  6464] predictions:    9726/  10000 (97.26%), best:    9782/10000 (97.82%), error:       924.17578, best error:       720.56244 on epoch:    57, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 154.0536499023s, input_fired_time: 1.6134985685, output_fired_time: 1.6017117500, propagate_forward_time: 58.4542083740, propagate_backward_time: 89.1468200684, weight_update_time: 0.2195742428, other_time: 3.2374114990
epoch time: 11.9640560150s, input_fired_time: 0.2007644325, output_fired_time: 0.0000000000, propagate_forward_time: 11.1940002441, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5692911148
validation[          , genome  6464] predictions:    9730/  10000 (97.30%), best:    9782/10000 (97.82%), error:       899.52783, best error:       720.56244 on epoch:    57, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 153.1333465576s, input_fired_time: 1.6035642624, output_fired_time: 1.6075762510, propagate_forward_time: 57.8167266846, propagate_backward_time: 88.8232040405, weight_update_time: 0.2196794897, other_time: 3.2822799683
epoch time: 12.5837306976s, input_fired_time: 0.2057181895, output_fired_time: 0.0000000000, propagate_forward_time: 11.8011198044, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5768928528
validation[          , genome  6464] predictions:    9733/  10000 (97.33%), best:    9782/10000 (97.82%), error:       873.32397, best error:       720.56244 on epoch:    57, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 152.2056274414s, input_fired_time: 1.6081392765, output_fired_time: 1.6017487049, propagate_forward_time: 57.5684928894, propagate_backward_time: 88.1795578003, weight_update_time: 0.2181266099, other_time: 3.2476882935
epoch time: 12.3784713745s, input_fired_time: 0.2041029781, output_fired_time: 0.0000000000, propagate_forward_time: 11.5878143311, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5865545273
validation[          , genome  6464] predictions:    9725/  10000 (97.25%), best:    9782/10000 (97.82%), error:       869.04004, best error:       720.56244 on epoch:    57, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 151.2111358643s, input_fired_time: 1.5970497131, output_fired_time: 1.5944052935, propagate_forward_time: 56.8127632141, propagate_backward_time: 87.8830566406, weight_update_time: 0.2179811448, other_time: 3.3238677979
epoch time: 12.5700187683s, input_fired_time: 0.2040564865, output_fired_time: 0.0000000000, propagate_forward_time: 11.8038854599, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5620765686
validation[          , genome  6464] predictions:    9758/  10000 (97.58%), best:    9782/10000 (97.82%), error:       799.50873, best error:       720.56244 on epoch:    57, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 152.2495269775s, input_fired_time: 1.6217151880, output_fired_time: 1.6077243090, propagate_forward_time: 57.2280731201, propagate_backward_time: 88.4479904175, weight_update_time: 0.2213496119, other_time: 3.3440170288
epoch time: 12.6311807632s, input_fired_time: 0.2059418708, output_fired_time: 0.0000000000, propagate_forward_time: 11.8371143341, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5881242752
validation[          , genome  6464] predictions:    9725/  10000 (97.25%), best:    9782/10000 (97.82%), error:       943.28345, best error:       720.56244 on epoch:    57, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 154.2369079590s, input_fired_time: 1.6183346510, output_fired_time: 1.6093931198, propagate_forward_time: 58.5893821716, propagate_backward_time: 89.1823654175, weight_update_time: 0.2200146914, other_time: 3.2374343872
epoch time: 12.5792684555s, input_fired_time: 0.2107724845, output_fired_time: 0.0000000000, propagate_forward_time: 11.7768888474, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5916070938
validation[          , genome  6464] predictions:    9749/  10000 (97.49%), best:    9782/10000 (97.82%), error:       818.81494, best error:       720.56244 on epoch:    57, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 152.5585174561s, input_fired_time: 1.6006981134, output_fired_time: 1.6030583382, propagate_forward_time: 57.4912605286, propagate_backward_time: 88.5635375977, weight_update_time: 0.2211541086, other_time: 3.2999725342
epoch time: 12.2659759521s, input_fired_time: 0.2021890730, output_fired_time: 0.0000000000, propagate_forward_time: 11.4966888428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5670976639
validation[          , genome  6464] predictions:    9745/  10000 (97.45%), best:    9782/10000 (97.82%), error:       806.78864, best error:       720.56244 on epoch:    57, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 152.0440216064s, input_fired_time: 1.6035364866, output_fired_time: 1.6007374525, propagate_forward_time: 57.2376899719, propagate_backward_time: 88.2620849609, weight_update_time: 0.2213158160, other_time: 3.3399810791
epoch time: 12.5387763977s, input_fired_time: 0.2062051594, output_fired_time: 0.0000000000, propagate_forward_time: 11.7659568787, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5666141510
validation[          , genome  6464] predictions:    9781/  10000 (97.81%), best:    9782/10000 (97.82%), error:       775.31244, best error:       720.56244 on epoch:    57, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 154.2334899902s, input_fired_time: 1.6144288778, output_fired_time: 1.6127904654, propagate_forward_time: 58.5444412231, propagate_backward_time: 89.2095718384, weight_update_time: 0.2182436734, other_time: 3.2522583008
epoch time: 12.5078296661s, input_fired_time: 0.2023377120, output_fired_time: 0.0000000000, propagate_forward_time: 11.7144031525, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5910892487
validation[          , genome  6464] predictions:    9753/  10000 (97.53%), best:    9782/10000 (97.82%), error:       839.84534, best error:       720.56244 on epoch:    57, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 154.2913970947s, input_fired_time: 1.6187556982, output_fired_time: 1.6185863018, propagate_forward_time: 58.4882202148, propagate_backward_time: 89.2718887329, weight_update_time: 0.2230106294, other_time: 3.2939376831
epoch time: 12.6279468536s, input_fired_time: 0.2035544068, output_fired_time: 0.0000000000, propagate_forward_time: 11.8409576416, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5834350586
validation[          , genome  6464] predictions:    9732/  10000 (97.32%), best:    9782/10000 (97.82%), error:       863.46313, best error:       720.56244 on epoch:    57, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 152.1686248779s, input_fired_time: 1.6072083712, output_fired_time: 1.5947853327, propagate_forward_time: 57.6249122620, propagate_backward_time: 88.1025085449, weight_update_time: 0.2169996798, other_time: 3.2392120361
epoch time: 12.4899835587s, input_fired_time: 0.2015173286, output_fired_time: 0.0000000000, propagate_forward_time: 11.7071752548, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5812911987
validation[          , genome  6464] predictions:    9743/  10000 (97.43%), best:    9782/10000 (97.82%), error:       847.01489, best error:       720.56244 on epoch:    57, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 154.1534118652s, input_fired_time: 1.6180980206, output_fired_time: 1.6089740992, propagate_forward_time: 58.4458580017, propagate_backward_time: 89.2166824341, weight_update_time: 0.2185722142, other_time: 3.2637863159
epoch time: 12.6084890366s, input_fired_time: 0.2027648985, output_fired_time: 0.0000000000, propagate_forward_time: 11.8433074951, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5624170303
validation[          , genome  6464] predictions:    9746/  10000 (97.46%), best:    9782/10000 (97.82%), error:       820.51068, best error:       720.56244 on epoch:    57, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 155.6320953369s, input_fired_time: 1.6238727570, output_fired_time: 1.6231480837, propagate_forward_time: 59.2005691528, propagate_backward_time: 89.8741912842, weight_update_time: 0.2216408700, other_time: 3.3103103638
epoch time: 12.4456529617s, input_fired_time: 0.2031063139, output_fired_time: 0.0000000000, propagate_forward_time: 11.6564302444, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5861167908
validation[          , genome  6464] predictions:    9743/  10000 (97.43%), best:    9782/10000 (97.82%), error:       837.57898, best error:       720.56244 on epoch:    57, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 153.6883239746s, input_fired_time: 1.6351300478, output_fired_time: 1.6083319187, propagate_forward_time: 58.3865203857, propagate_backward_time: 88.7619400024, weight_update_time: 0.2192047387, other_time: 3.2963943481
epoch time: 12.0382881165s, input_fired_time: 0.2021243274, output_fired_time: 0.0000000000, propagate_forward_time: 11.2330074310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6031560898
validation[          , genome  6464] predictions:    9737/  10000 (97.37%), best:    9782/10000 (97.82%), error:       869.16302, best error:       720.56244 on epoch:    57, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 153.4689483643s, input_fired_time: 1.6162524223, output_fired_time: 1.6143141985, propagate_forward_time: 57.9774551392, propagate_backward_time: 88.9800491333, weight_update_time: 0.2187207192, other_time: 3.2808685303
epoch time: 12.2417116165s, input_fired_time: 0.2039092034, output_fired_time: 0.0000000000, propagate_forward_time: 11.4575376511, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5802650452
validation[          , genome  6464] predictions:    9712/  10000 (97.12%), best:    9782/10000 (97.82%), error:       899.96698, best error:       720.56244 on epoch:    57, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 152.4312744141s, input_fired_time: 1.6024270058, output_fired_time: 1.5951986313, propagate_forward_time: 57.4744606018, propagate_backward_time: 88.4797668457, weight_update_time: 0.2193260938, other_time: 3.2794189453
epoch time: 12.8696174622s, input_fired_time: 0.2153112739, output_fired_time: 0.0000000000, propagate_forward_time: 12.0627460480, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5915603638
validation[          , genome  6464] predictions:    9691/  10000 (96.91%), best:    9782/10000 (97.82%), error:       991.16614, best error:       720.56244 on epoch:    57, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 153.5949096680s, input_fired_time: 1.6027200222, output_fired_time: 1.6043292284, propagate_forward_time: 58.2173767090, propagate_backward_time: 88.9181442261, weight_update_time: 0.2207632214, other_time: 3.2523422241
epoch time: 12.9786596298s, input_fired_time: 0.2137999684, output_fired_time: 0.0000000000, propagate_forward_time: 12.1745758057, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5902833939
validation[          , genome  6464] predictions:    9755/  10000 (97.55%), best:    9782/10000 (97.82%), error:       836.17023, best error:       720.56244 on epoch:    57, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 151.7303619385s, input_fired_time: 1.6038483381, output_fired_time: 1.5967060328, propagate_forward_time: 56.8786735535, propagate_backward_time: 88.3368835449, weight_update_time: 0.2178382576, other_time: 3.3142395020
epoch time: 11.3938846588s, input_fired_time: 0.2044131905, output_fired_time: 0.0000000000, propagate_forward_time: 10.5527534485, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6367177963
validation[          , genome  6464] predictions:    9744/  10000 (97.44%), best:    9782/10000 (97.82%), error:       813.01257, best error:       720.56244 on epoch:    57, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 151.6868133545s, input_fired_time: 1.6004236937, output_fired_time: 1.5958845615, propagate_forward_time: 57.1059112549, propagate_backward_time: 88.1291961670, weight_update_time: 0.2141823024, other_time: 3.2554016113
epoch time: 12.8597431183s, input_fired_time: 0.2131130397, output_fired_time: 0.0000000000, propagate_forward_time: 12.0640707016, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5825595856
validation[          , genome  6464] predictions:    9730/  10000 (97.30%), best:    9782/10000 (97.82%), error:       856.74896, best error:       720.56244 on epoch:    57, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 153.3374786377s, input_fired_time: 1.6094373465, output_fired_time: 1.6076261997, propagate_forward_time: 57.9636497498, propagate_backward_time: 88.8934402466, weight_update_time: 0.2182092965, other_time: 3.2633285522
epoch time: 12.7281904221s, input_fired_time: 0.2111675590, output_fired_time: 0.0000000000, propagate_forward_time: 11.9369039536, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5801191330
validation[          , genome  6464] predictions:    9764/  10000 (97.64%), best:    9782/10000 (97.82%), error:       805.38434, best error:       720.56244 on epoch:    57, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 155.3360595703s, input_fired_time: 1.6277757883, output_fired_time: 1.6240377426, propagate_forward_time: 59.0006332397, propagate_backward_time: 89.8129196167, weight_update_time: 0.2207940221, other_time: 3.2706909180
epoch time: 12.4900035858s, input_fired_time: 0.2045063972, output_fired_time: 0.0000000000, propagate_forward_time: 11.7156686783, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5698289871
validation[          , genome  6464] predictions:    9741/  10000 (97.41%), best:    9782/10000 (97.82%), error:       869.26239, best error:       720.56244 on epoch:    57, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 151.1697387695s, input_fired_time: 1.6057535410, output_fired_time: 1.5935032368, propagate_forward_time: 56.9189682007, propagate_backward_time: 87.7758407593, weight_update_time: 0.2132727653, other_time: 3.2756652832
epoch time: 12.0526771545s, input_fired_time: 0.2018369138, output_fired_time: 0.0000000000, propagate_forward_time: 11.2705564499, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5802841187
validation[          , genome  6464] predictions:    9755/  10000 (97.55%), best:    9782/10000 (97.82%), error:       801.76154, best error:       720.56244 on epoch:    57, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 152.7468566895s, input_fired_time: 1.6028212309, output_fired_time: 1.5964554548, propagate_forward_time: 57.7461013794, propagate_backward_time: 88.5665740967, weight_update_time: 0.2153370231, other_time: 3.2349166870
epoch time: 12.7641372681s, input_fired_time: 0.2060556114, output_fired_time: 0.0000000000, propagate_forward_time: 11.9751625061, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5829191208
validation[          , genome  6464] predictions:    9754/  10000 (97.54%), best:    9782/10000 (97.82%), error:       811.65430, best error:       720.56244 on epoch:    57, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 151.4952087402s, input_fired_time: 1.5988700390, output_fired_time: 1.5936987400, propagate_forward_time: 57.0274353027, propagate_backward_time: 87.9935302734, weight_update_time: 0.2158052623, other_time: 3.2816619873
epoch time: 12.4224681854s, input_fired_time: 0.2088090628, output_fired_time: 0.0000000000, propagate_forward_time: 11.6146087646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5990505219
validation[          , genome  6464] predictions:    9759/  10000 (97.59%), best:    9782/10000 (97.82%), error:       797.52551, best error:       720.56244 on epoch:    57, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 153.4542694092s, input_fired_time: 1.6225708723, output_fired_time: 1.6198778152, propagate_forward_time: 57.8312606812, propagate_backward_time: 89.0460128784, weight_update_time: 0.2211060524, other_time: 3.3345489502
epoch time: 12.1777667999s, input_fired_time: 0.2062202543, output_fired_time: 0.0000000000, propagate_forward_time: 11.3705415726, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6010046005
validation[          , genome  6464] predictions:    9705/  10000 (97.05%), best:    9782/10000 (97.82%), error:       980.45874, best error:       720.56244 on epoch:    57, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 155.1110839844s, input_fired_time: 1.6318584681, output_fired_time: 1.6247626543, propagate_forward_time: 58.8188552856, propagate_backward_time: 89.7220535278, weight_update_time: 0.2247401029, other_time: 3.3135681152
epoch time: 12.6508903503s, input_fired_time: 0.2079632878, output_fired_time: 0.0000000000, propagate_forward_time: 11.8712444305, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5716829300
validation[          , genome  6464] predictions:    9718/  10000 (97.18%), best:    9782/10000 (97.82%), error:       913.60492, best error:       720.56244 on epoch:    57, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 150.5624084473s, input_fired_time: 1.6054807901, output_fired_time: 1.5982612371, propagate_forward_time: 56.2662200928, propagate_backward_time: 87.7403411865, weight_update_time: 0.2184278667, other_time: 3.3520965576
epoch time: 12.6670551300s, input_fired_time: 0.2062011808, output_fired_time: 0.0000000000, propagate_forward_time: 11.8937139511, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5671396255
validation[          , genome  6464] predictions:    9736/  10000 (97.36%), best:    9782/10000 (97.82%), error:       906.65063, best error:       720.56244 on epoch:    57, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 154.9829559326s, input_fired_time: 1.6177917719, output_fired_time: 1.6195394993, propagate_forward_time: 58.8352890015, propagate_backward_time: 89.6662368774, weight_update_time: 0.2191331983, other_time: 3.2440948486
epoch time: 11.6383113861s, input_fired_time: 0.2047497034, output_fired_time: 0.0000000000, propagate_forward_time: 10.8230819702, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6104793549
validation[          , genome  6464] predictions:    9780/  10000 (97.80%), best:    9782/10000 (97.82%), error:       729.90082, best error:       720.56244 on epoch:    57, 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: 60.7063674927s, input_fired_time: 1.0187647343, output_fired_time: 0.0000000000, propagate_forward_time: 56.6003646851, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0872383118
best training[          , genome  6464] predictions:   49598/  50000 (99.20%), best:    9782/10000 (97.82%), error:      1610.72473, best error:       720.56244 on epoch:    57, 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: 12.4667129517s, input_fired_time: 0.2010164857, output_fired_time: 0.0000000000, propagate_forward_time: 11.6976232529, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5680732727
   testing[          , genome  6464] predictions:    9807/  10000 (98.07%), best:    9782/10000 (97.82%), error:       683.05072, best error:       720.56244 on epoch:    57, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
15:41:27 (4436): called boinc_finish(0)

</stderr_txt>
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