Nameexact_genome_1512568488_43_7117_1
Workunit2606863
Created7 Dec 2017, 23:55:25 UTC
Sent8 Dec 2017, 0:03:46 UTC
Report deadline23 Dec 2017, 17:08:39 UTC
Received8 Dec 2017, 19:40:01 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID68580
Run time5 hours 54 min 55 sec
CPU time5 hours 34 min 3 sec
Validate stateValid
Credit3,927.93
Device peak FLOPS3.44 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34

Stderr output

<core_client_version>7.0.80</core_client_version>
<![CDATA[
<stderr_txt>
_decay: 0.0002438374

epoch time: 482.3910217285s, input_fired_time: 8.8912019730, output_fired_time: 3.7769908905, propagate_forward_time: 170.9756774902, propagate_backward_time: 291.9158020020, weight_update_time: 2.1834294796, other_time: 6.8313598633
epoch time: 38.5467720032s, input_fired_time: 2.2390425205, output_fired_time: 0.0000000000, propagate_forward_time: 35.7832603455, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5244674683
validation[          , genome  7117] predictions:    9767/  10000 (97.67%), best:    9767/10000 (97.67%), error:       763.18341, best error:       763.18341 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 480.3065795898s, input_fired_time: 8.8261489868, output_fired_time: 2.7341492176, propagate_forward_time: 174.3995819092, propagate_backward_time: 284.5447387695, weight_update_time: 2.1778495312, other_time: 9.8019409180
epoch time: 39.7783660889s, input_fired_time: 0.2324801683, output_fired_time: 0.0000000000, propagate_forward_time: 39.0392265320, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5066604614
validation[          , genome  7117] predictions:    9761/  10000 (97.61%), best:    9767/10000 (97.67%), error:       806.20258, best error:       763.18341 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 482.4916076660s, input_fired_time: 5.8119735718, output_fired_time: 5.7551593781, propagate_forward_time: 179.2642211914, propagate_backward_time: 287.8037109375, weight_update_time: 0.1818085611, other_time: 3.8565368652
epoch time: 38.7387580872s, input_fired_time: 0.2231198847, output_fired_time: 0.0000000000, propagate_forward_time: 38.0122642517, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5033721924
validation[          , genome  7117] predictions:    9751/  10000 (97.51%), best:    9767/10000 (97.67%), error:       796.21527, best error:       763.18341 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 475.4808959961s, input_fired_time: 1.7925708294, output_fired_time: 2.7537519932, propagate_forward_time: 205.4953155518, propagate_backward_time: 257.6567077637, weight_update_time: 0.1747580171, other_time: 7.7825622559
epoch time: 39.4977951050s, input_fired_time: 0.2279942781, output_fired_time: 0.0000000000, propagate_forward_time: 38.7740402222, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4957618713
validation[          , genome  7117] predictions:    9773/  10000 (97.73%), best:    9767/10000 (97.67%), error:       776.08002, best error:       763.18341 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 482.9259948730s, input_fired_time: 8.8485441208, output_fired_time: 3.7418346405, propagate_forward_time: 159.9680328369, propagate_backward_time: 301.5733642578, weight_update_time: 0.1657540649, other_time: 8.7942504883
epoch time: 36.7991867065s, input_fired_time: 2.2178406715, output_fired_time: 0.0000000000, propagate_forward_time: 32.2126693726, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3686752319
validation[          , genome  7117] predictions:    9757/  10000 (97.57%), best:    9767/10000 (97.67%), error:       783.27161, best error:       763.18341 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 484.1737365723s, input_fired_time: 2.8202183247, output_fired_time: 6.7881627083, propagate_forward_time: 180.3009643555, propagate_backward_time: 286.4468078613, weight_update_time: 0.1750232726, other_time: 7.8175659180
epoch time: 38.2839546204s, input_fired_time: 0.2236509025, output_fired_time: 0.0000000000, propagate_forward_time: 37.5810661316, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4792366028
validation[          , genome  7117] predictions:    9746/  10000 (97.46%), best:    9767/10000 (97.67%), error:       884.93439, best error:       763.18341 on epoch:    15, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 478.8583068848s, input_fired_time: 4.8397760391, output_fired_time: 2.7270593643, propagate_forward_time: 179.0055847168, propagate_backward_time: 285.5410461426, weight_update_time: 0.1614798009, other_time: 6.7448425293
epoch time: 38.4225883484s, input_fired_time: 0.2206070125, output_fired_time: 0.0000000000, propagate_forward_time: 34.7094192505, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.4925613403
validation[          , genome  7117] predictions:    9766/  10000 (97.66%), best:    9766/10000 (97.66%), error:       741.81708, best error:       741.81708 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 482.6870117188s, input_fired_time: 2.8146505356, output_fired_time: 1.7641382217, propagate_forward_time: 192.6797027588, propagate_backward_time: 272.6509094238, weight_update_time: 0.1655970812, other_time: 12.7776184082
epoch time: 37.1874809265s, input_fired_time: 0.2383905351, output_fired_time: 0.0000000000, propagate_forward_time: 34.4486007690, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5004882813
validation[          , genome  7117] predictions:    9768/  10000 (97.68%), best:    9768/10000 (97.68%), error:       721.27258, best error:       721.27258 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 480.4552307129s, input_fired_time: 6.8302793503, output_fired_time: 4.7518682480, propagate_forward_time: 168.7031707764, propagate_backward_time: 289.3076171875, weight_update_time: 0.1642847806, other_time: 10.8623046875
epoch time: 38.3593711853s, input_fired_time: 0.2123945057, output_fired_time: 0.0000000000, propagate_forward_time: 36.6383552551, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5086212158
validation[          , genome  7117] predictions:    9780/  10000 (97.80%), best:    9768/10000 (97.68%), error:       740.20074, best error:       721.27258 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 479.6544494629s, input_fired_time: 8.8371734619, output_fired_time: 2.7712202072, propagate_forward_time: 188.6159057617, propagate_backward_time: 272.6020202637, weight_update_time: 0.1877387911, other_time: 6.8281250000
epoch time: 37.5989418030s, input_fired_time: 0.2261259556, output_fired_time: 0.0000000000, propagate_forward_time: 36.8725128174, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5003013611
validation[          , genome  7117] predictions:    9766/  10000 (97.66%), best:    9768/10000 (97.68%), error:       766.90454, best error:       721.27258 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 480.0282592773s, input_fired_time: 6.8368558884, output_fired_time: 3.7508544922, propagate_forward_time: 181.5438232422, propagate_backward_time: 280.0759887695, weight_update_time: 0.1780571640, other_time: 7.8207397461
epoch time: 39.7407226563s, input_fired_time: 0.2443403453, output_fired_time: 0.0000000000, propagate_forward_time: 38.9841461182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5122375488
validation[          , genome  7117] predictions:    9792/  10000 (97.92%), best:    9792/10000 (97.92%), error:       676.75067, best error:       676.75067 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 479.1756286621s, input_fired_time: 1.8306113482, output_fired_time: 2.7398483753, propagate_forward_time: 192.6667480469, propagate_backward_time: 279.1283264160, weight_update_time: 0.1726906896, other_time: 2.8101196289
epoch time: 38.5366363525s, input_fired_time: 1.2474181652, output_fired_time: 0.0000000000, propagate_forward_time: 34.7873306274, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5018882751
validation[          , genome  7117] predictions:    9778/  10000 (97.78%), best:    9792/10000 (97.92%), error:       717.00653, best error:       676.75067 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 480.7495422363s, input_fired_time: 5.8281860352, output_fired_time: 5.7764897346, propagate_forward_time: 168.6459503174, propagate_backward_time: 288.7139282227, weight_update_time: 2.1737515926, other_time: 11.7849731445
epoch time: 37.3953742981s, input_fired_time: 0.2206844240, output_fired_time: 0.0000000000, propagate_forward_time: 36.6947746277, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4799156189
validation[          , genome  7117] predictions:    9800/  10000 (98.00%), best:    9792/10000 (97.92%), error:       678.77765, best error:       676.75067 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 479.6051940918s, input_fired_time: 3.8389534950, output_fired_time: 4.7428221703, propagate_forward_time: 177.0894317627, propagate_backward_time: 287.1571044922, weight_update_time: 0.1852279454, other_time: 6.7768554688
epoch time: 37.4308319092s, input_fired_time: 1.2261903286, output_fired_time: 0.0000000000, propagate_forward_time: 35.7303314209, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4743118286
validation[          , genome  7117] predictions:    9800/  10000 (98.00%), best:    9792/10000 (97.92%), error:       690.05090, best error:       676.75067 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 480.3350219727s, input_fired_time: 2.8679418564, output_fired_time: 4.7375340462, propagate_forward_time: 183.5936889648, propagate_backward_time: 276.3414611816, weight_update_time: 0.1670917571, other_time: 12.7943725586
epoch time: 39.7301940918s, input_fired_time: 0.2416900396, output_fired_time: 0.0000000000, propagate_forward_time: 37.0965423584, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3919601440
validation[          , genome  7117] predictions:    9792/  10000 (97.92%), best:    9792/10000 (97.92%), error:       701.91589, best error:       676.75067 on epoch:    25, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 483.2257385254s, input_fired_time: 2.8946001530, output_fired_time: 4.7310414314, propagate_forward_time: 177.8391876221, propagate_backward_time: 290.9783935547, weight_update_time: 2.1857318878, other_time: 6.7825317383
epoch time: 39.3119392395s, input_fired_time: 1.2242782116, output_fired_time: 0.0000000000, propagate_forward_time: 37.6109313965, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4767303467
validation[          , genome  7117] predictions:    9772/  10000 (97.72%), best:    9792/10000 (97.92%), error:       761.19122, best error:       676.75067 on epoch:    25, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 487.5499877930s, input_fired_time: 5.8879804611, output_fired_time: 3.7422337532, propagate_forward_time: 178.6985321045, propagate_backward_time: 296.3972167969, weight_update_time: 0.1784697622, other_time: 2.8240356445
epoch time: 37.4927444458s, input_fired_time: 1.2277902365, output_fired_time: 0.0000000000, propagate_forward_time: 35.7676124573, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4973411560
validation[          , genome  7117] predictions:    9813/  10000 (98.13%), best:    9813/10000 (98.13%), error:       615.22223, best error:       615.22223 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 479.8585205078s, input_fired_time: 7.7854375839, output_fired_time: 3.7397825718, propagate_forward_time: 189.2635345459, propagate_backward_time: 273.3150024414, weight_update_time: 0.1565485150, other_time: 5.7547607422
epoch time: 39.7395057678s, input_fired_time: 0.2437301427, output_fired_time: 0.0000000000, propagate_forward_time: 37.9732475281, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5225296021
validation[          , genome  7117] predictions:    9819/  10000 (98.19%), best:    9813/10000 (98.13%), error:       622.22339, best error:       615.22223 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 470.2273559570s, input_fired_time: 5.7915964127, output_fired_time: 4.6713438034, propagate_forward_time: 164.7130279541, propagate_backward_time: 289.2542114258, weight_update_time: 0.1681573093, other_time: 5.7971801758
epoch time: 39.6445655823s, input_fired_time: 0.2267450392, output_fired_time: 0.0000000000, propagate_forward_time: 38.9433403015, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4744796753
validation[          , genome  7117] predictions:    9819/  10000 (98.19%), best:    9813/10000 (98.13%), error:       645.32892, best error:       615.22223 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 480.0656127930s, input_fired_time: 3.8487579823, output_fired_time: 7.7815837860, propagate_forward_time: 182.3247680664, propagate_backward_time: 282.4161682129, weight_update_time: 0.1655391753, other_time: 3.6943359375
epoch time: 37.4288787842s, input_fired_time: 0.2395832092, output_fired_time: 0.0000000000, propagate_forward_time: 36.6917152405, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4975814819
validation[          , genome  7117] predictions:    9780/  10000 (97.80%), best:    9813/10000 (98.13%), error:       716.11365, best error:       615.22223 on epoch:    31, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 479.6291809082s, input_fired_time: 2.8106076717, output_fired_time: 1.7084840536, propagate_forward_time: 184.9716644287, propagate_backward_time: 275.2973632813, weight_update_time: 0.1656883210, other_time: 14.8410644531
epoch time: 36.9696998596s, input_fired_time: 0.2257589102, output_fired_time: 0.0000000000, propagate_forward_time: 36.2711753845, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4727668762
validation[          , genome  7117] predictions:    9797/  10000 (97.97%), best:    9813/10000 (98.13%), error:       688.92157, best error:       615.22223 on epoch:    31, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 480.0704345703s, input_fired_time: 4.6921567917, output_fired_time: 2.7504613400, propagate_forward_time: 181.5983581543, propagate_backward_time: 285.2676391602, weight_update_time: 0.1754358262, other_time: 5.7618103027
epoch time: 31.7278079987s, input_fired_time: 0.2127627134, output_fired_time: 0.0000000000, propagate_forward_time: 31.0558834076, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4591617584
validation[          , genome  7117] predictions:    9803/  10000 (98.03%), best:    9813/10000 (98.13%), error:       647.47589, best error:       615.22223 on epoch:    31, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 475.9810485840s, input_fired_time: 4.8209471703, output_fired_time: 2.6994214058, propagate_forward_time: 171.9887847900, propagate_backward_time: 293.7062072754, weight_update_time: 0.1618135870, other_time: 2.7656555176
epoch time: 39.6179618835s, input_fired_time: 2.2378110886, output_fired_time: 0.0000000000, propagate_forward_time: 31.8683719635, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.5117778778
validation[          , genome  7117] predictions:    9804/  10000 (98.04%), best:    9813/10000 (98.13%), error:       650.19629, best error:       615.22223 on epoch:    31, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 482.9147644043s, input_fired_time: 2.8470869064, output_fired_time: 2.7307572365, propagate_forward_time: 191.7178039551, propagate_backward_time: 278.8570556641, weight_update_time: 0.1734210849, other_time: 6.7620849609
epoch time: 39.3297958374s, input_fired_time: 0.2405578792, output_fired_time: 0.0000000000, propagate_forward_time: 34.5859832764, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.5032539368
validation[          , genome  7117] predictions:    9776/  10000 (97.76%), best:    9813/10000 (98.13%), error:       744.43854, best error:       615.22223 on epoch:    31, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 479.0087585449s, input_fired_time: 2.8549392223, output_fired_time: 6.7529850006, propagate_forward_time: 186.5989837646, propagate_backward_time: 275.0810241699, weight_update_time: 0.1616468281, other_time: 7.7207946777
epoch time: 37.3544921875s, input_fired_time: 0.2218036652, output_fired_time: 0.0000000000, propagate_forward_time: 36.6332550049, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4994354248
validation[          , genome  7117] predictions:    9749/  10000 (97.49%), best:    9813/10000 (98.13%), error:       766.14301, best error:       615.22223 on epoch:    31, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 488.1049499512s, input_fired_time: 8.8518009186, output_fired_time: 8.7911634445, propagate_forward_time: 184.8365325928, propagate_backward_time: 281.8475646973, weight_update_time: 0.1641467810, other_time: 3.7778625488
epoch time: 39.6069908142s, input_fired_time: 0.2223578542, output_fired_time: 0.0000000000, propagate_forward_time: 38.8994674683, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4851646423
validation[          , genome  7117] predictions:    9818/  10000 (98.18%), best:    9813/10000 (98.13%), error:       622.25604, best error:       615.22223 on epoch:    31, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 481.1210937500s, input_fired_time: 1.8408615589, output_fired_time: 4.7930965424, propagate_forward_time: 200.0520019531, propagate_backward_time: 270.6772766113, weight_update_time: 0.1650039703, other_time: 3.7578735352
epoch time: 37.6173019409s, input_fired_time: 0.2440159172, output_fired_time: 0.0000000000, propagate_forward_time: 36.8750267029, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4982604980
validation[          , genome  7117] predictions:    9814/  10000 (98.14%), best:    9813/10000 (98.13%), error:       632.11365, best error:       615.22223 on epoch:    31, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 454.3953857422s, input_fired_time: 2.7631199360, output_fired_time: 4.6721229553, propagate_forward_time: 178.5132141113, propagate_backward_time: 265.7115478516, weight_update_time: 0.1726602614, other_time: 2.7353820801
epoch time: 39.3988380432s, input_fired_time: 1.2324030399, output_fired_time: 0.0000000000, propagate_forward_time: 37.6637039185, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5027313232
validation[          , genome  7117] predictions:    9793/  10000 (97.93%), best:    9813/10000 (98.13%), error:       689.23016, best error:       615.22223 on epoch:    31, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 480.6142578125s, input_fired_time: 6.8557639122, output_fired_time: 3.7648990154, propagate_forward_time: 186.9233093262, propagate_backward_time: 278.3147888184, weight_update_time: 0.1719041616, other_time: 4.7554931641
epoch time: 37.4669876099s, input_fired_time: 0.2416734695, output_fired_time: 0.0000000000, propagate_forward_time: 36.7362785339, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4890365601
validation[          , genome  7117] predictions:    9736/  10000 (97.36%), best:    9813/10000 (98.13%), error:       864.62164, best error:       615.22223 on epoch:    31, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 479.0292053223s, input_fired_time: 2.8193814754, output_fired_time: 4.7181992531, propagate_forward_time: 179.5761413574, propagate_backward_time: 284.1127624512, weight_update_time: 1.1737352610, other_time: 7.8027343750
epoch time: 38.3655166626s, input_fired_time: 0.2375998199, output_fired_time: 0.0000000000, propagate_forward_time: 37.6217308044, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5061874390
validation[          , genome  7117] predictions:    9636/  10000 (96.36%), best:    9813/10000 (98.13%), error:      1150.92822, best error:       615.22223 on epoch:    31, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 479.0353393555s, input_fired_time: 4.7532567978, output_fired_time: 5.7479696274, propagate_forward_time: 165.7819671631, propagate_backward_time: 294.9083557129, weight_update_time: 0.1657273918, other_time: 7.8437805176
epoch time: 38.7520294189s, input_fired_time: 0.2437302619, output_fired_time: 0.0000000000, propagate_forward_time: 36.9749298096, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5333709717
validation[          , genome  7117] predictions:    9819/  10000 (98.19%), best:    9813/10000 (98.13%), error:       625.40363, best error:       615.22223 on epoch:    31, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 478.7982788086s, input_fired_time: 4.7682781219, output_fired_time: 1.7470564842, propagate_forward_time: 185.2155914307, propagate_backward_time: 284.2691955566, weight_update_time: 0.1749813110, other_time: 2.7981262207
epoch time: 37.9852828979s, input_fired_time: 0.2155867666, output_fired_time: 0.0000000000, propagate_forward_time: 37.2754592896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4942359924
validation[          , genome  7117] predictions:    9807/  10000 (98.07%), best:    9813/10000 (98.13%), error:       635.21179, best error:       615.22223 on epoch:    31, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 529.3536376953s, input_fired_time: 3.7119276524, output_fired_time: 2.7360391617, propagate_forward_time: 182.0451202393, propagate_backward_time: 331.0538940430, weight_update_time: 4.2086987495, other_time: 9.8067016602
epoch time: 38.3595123291s, input_fired_time: 0.2271845490, output_fired_time: 0.0000000000, propagate_forward_time: 37.6517333984, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4805946350
validation[          , genome  7117] predictions:    9812/  10000 (98.12%), best:    9812/10000 (98.12%), error:       613.94092, best error:       613.94092 on epoch:    47, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 480.9155578613s, input_fired_time: 1.8509345055, output_fired_time: 5.7625308037, propagate_forward_time: 199.8950195313, propagate_backward_time: 268.6476440430, weight_update_time: 0.1686526388, other_time: 4.7594299316
epoch time: 37.1785011292s, input_fired_time: 1.2427402735, output_fired_time: 0.0000000000, propagate_forward_time: 35.4517745972, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4839859009
validation[          , genome  7117] predictions:    9800/  10000 (98.00%), best:    9812/10000 (98.12%), error:       662.69092, best error:       613.94092 on epoch:    47, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 480.3790588379s, input_fired_time: 4.8534517288, output_fired_time: 3.7366855145, propagate_forward_time: 172.6879730225, propagate_backward_time: 292.3094482422, weight_update_time: 0.1658332944, other_time: 6.7915039063
epoch time: 38.7063179016s, input_fired_time: 0.2341650277, output_fired_time: 0.0000000000, propagate_forward_time: 36.9623565674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5097961426
validation[          , genome  7117] predictions:    9792/  10000 (97.92%), best:    9812/10000 (98.12%), error:       682.35419, best error:       613.94092 on epoch:    47, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 477.6416320801s, input_fired_time: 3.8466198444, output_fired_time: 1.7587348223, propagate_forward_time: 191.5132751465, propagate_backward_time: 274.6990051270, weight_update_time: 1.1642973423, other_time: 5.8240051270
epoch time: 39.4308853149s, input_fired_time: 0.2186485380, output_fired_time: 0.0000000000, propagate_forward_time: 36.6952781677, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5169601440
validation[          , genome  7117] predictions:    9799/  10000 (97.99%), best:    9812/10000 (98.12%), error:       626.54242, best error:       613.94092 on epoch:    47, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 480.2252197266s, input_fired_time: 1.8497563601, output_fired_time: 4.7818188667, propagate_forward_time: 169.5981903076, propagate_backward_time: 297.2075805664, weight_update_time: 0.1667905003, other_time: 6.7878417969
epoch time: 37.3511962891s, input_fired_time: 0.2308224142, output_fired_time: 0.0000000000, propagate_forward_time: 34.6170234680, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5033493042
validation[          , genome  7117] predictions:    9768/  10000 (97.68%), best:    9812/10000 (98.12%), error:       757.96259, best error:       613.94092 on epoch:    47, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 478.9635314941s, input_fired_time: 5.7885961533, output_fired_time: 4.7172689438, propagate_forward_time: 181.6786041260, propagate_backward_time: 278.0235290527, weight_update_time: 0.1775676161, other_time: 8.7555236816
epoch time: 40.6051177979s, input_fired_time: 0.2257069498, output_fired_time: 0.0000000000, propagate_forward_time: 37.8897972107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4896125793
validation[          , genome  7117] predictions:    9738/  10000 (97.38%), best:    9812/10000 (98.12%), error:       851.52252, best error:       613.94092 on epoch:    47, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 480.7200317383s, input_fired_time: 7.8565855026, output_fired_time: 1.7561218739, propagate_forward_time: 195.5347290039, propagate_backward_time: 267.8200073242, weight_update_time: 0.1618896723, other_time: 7.7525634766
epoch time: 38.2832183838s, input_fired_time: 0.2312509567, output_fired_time: 0.0000000000, propagate_forward_time: 35.5306243896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5213432312
validation[          , genome  7117] predictions:    9817/  10000 (98.17%), best:    9817/10000 (98.17%), error:       608.03687, best error:       608.03687 on epoch:    53, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 481.1072387695s, input_fired_time: 2.8393042088, output_fired_time: 5.7230114937, propagate_forward_time: 181.9639129639, propagate_backward_time: 281.7705383301, weight_update_time: 0.1807506979, other_time: 8.8104553223
epoch time: 37.2738723755s, input_fired_time: 0.2391614765, output_fired_time: 0.0000000000, propagate_forward_time: 34.5291404724, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5055694580
validation[          , genome  7117] predictions:    9765/  10000 (97.65%), best:    9817/10000 (98.17%), error:       734.42389, best error:       608.03687 on epoch:    53, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 464.1420898438s, input_fired_time: 6.8467411995, output_fired_time: 8.7428655624, propagate_forward_time: 174.5816192627, propagate_backward_time: 270.2792053223, weight_update_time: 0.1686478257, other_time: 3.6916809082
epoch time: 39.3213195801s, input_fired_time: 2.2364554405, output_fired_time: 0.0000000000, propagate_forward_time: 33.5775642395, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.5073013306
validation[          , genome  7117] predictions:    9768/  10000 (97.68%), best:    9817/10000 (98.17%), error:       734.60089, best error:       608.03687 on epoch:    53, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 478.1102905273s, input_fired_time: 6.8285794258, output_fired_time: 2.7210493088, propagate_forward_time: 188.2850341797, propagate_backward_time: 276.5139160156, weight_update_time: 0.1680773199, other_time: 3.7617187500
epoch time: 39.6831054688s, input_fired_time: 0.2383776456, output_fired_time: 0.0000000000, propagate_forward_time: 37.9065895081, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5381393433
validation[          , genome  7117] predictions:    9774/  10000 (97.74%), best:    9817/10000 (98.17%), error:       713.72974, best error:       608.03687 on epoch:    53, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 476.0101318359s, input_fired_time: 1.8478903770, output_fired_time: 2.7381677628, propagate_forward_time: 188.1386718750, propagate_backward_time: 273.6363525391, weight_update_time: 0.1653366089, other_time: 9.6490478516
epoch time: 38.4133911133s, input_fired_time: 0.2289874703, output_fired_time: 0.0000000000, propagate_forward_time: 37.7083015442, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4761009216
validation[          , genome  7117] predictions:    9805/  10000 (98.05%), best:    9817/10000 (98.17%), error:       636.39606, best error:       608.03687 on epoch:    53, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 482.6223449707s, input_fired_time: 6.9012818336, output_fired_time: 4.6318192482, propagate_forward_time: 193.5786743164, propagate_backward_time: 268.6460876465, weight_update_time: 2.1798489094, other_time: 8.8645019531
epoch time: 37.4027976990s, input_fired_time: 1.1507545710, output_fired_time: 0.0000000000, propagate_forward_time: 33.7443237305, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5077209473
validation[          , genome  7117] predictions:    9783/  10000 (97.83%), best:    9817/10000 (98.17%), error:       756.67261, best error:       608.03687 on epoch:    53, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 479.0020141602s, input_fired_time: 4.8676567078, output_fired_time: 2.7252962589, propagate_forward_time: 174.1643676758, propagate_backward_time: 291.4313659668, weight_update_time: 0.1839270890, other_time: 5.8133239746
epoch time: 38.2520713806s, input_fired_time: 0.2362729609, output_fired_time: 0.0000000000, propagate_forward_time: 35.6368484497, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3789482117
validation[          , genome  7117] predictions:    9792/  10000 (97.92%), best:    9817/10000 (98.17%), error:       720.54962, best error:       608.03687 on epoch:    53, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 477.6490173340s, input_fired_time: 3.8210442066, output_fired_time: 4.7481408119, propagate_forward_time: 175.7129516602, propagate_backward_time: 289.6378784180, weight_update_time: 0.1875066459, other_time: 3.7290039063
epoch time: 38.5873756409s, input_fired_time: 0.2390005440, output_fired_time: 0.0000000000, propagate_forward_time: 36.8641357422, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4842376709
validation[          , genome  7117] predictions:    9813/  10000 (98.13%), best:    9813/10000 (98.13%), error:       603.23541, best error:       603.23541 on epoch:    60, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 482.7317504883s, input_fired_time: 4.8896408081, output_fired_time: 5.7387566566, propagate_forward_time: 174.6573028564, propagate_backward_time: 291.6426696777, weight_update_time: 0.1804416776, other_time: 5.8033752441
epoch time: 37.2632141113s, input_fired_time: 2.1606850624, output_fired_time: 0.0000000000, propagate_forward_time: 34.6101531982, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4923744202
validation[          , genome  7117] predictions:    9794/  10000 (97.94%), best:    9813/10000 (98.13%), error:       665.80255, best error:       603.23541 on epoch:    60, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 480.2882080078s, input_fired_time: 2.8273594379, output_fired_time: 3.7772648335, propagate_forward_time: 185.6580200195, propagate_backward_time: 278.2472839355, weight_update_time: 0.1712288111, other_time: 9.7782897949
epoch time: 38.3467445374s, input_fired_time: 1.2324098349, output_fired_time: 0.0000000000, propagate_forward_time: 36.6184654236, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4958686829
validation[          , genome  7117] predictions:    9772/  10000 (97.72%), best:    9813/10000 (98.13%), error:       725.11029, best error:       603.23541 on epoch:    60, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 478.5652465820s, input_fired_time: 6.8727684021, output_fired_time: 3.7544863224, propagate_forward_time: 168.2029724121, propagate_backward_time: 294.9617614746, weight_update_time: 0.1751498580, other_time: 4.7732543945
epoch time: 39.5630798340s, input_fired_time: 2.2408225536, output_fired_time: 0.0000000000, propagate_forward_time: 36.8148078918, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5074501038
validation[          , genome  7117] predictions:    9814/  10000 (98.14%), best:    9813/10000 (98.13%), error:       610.28156, best error:       603.23541 on epoch:    60, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 480.2135009766s, input_fired_time: 3.8505921364, output_fired_time: 2.7164266109, propagate_forward_time: 186.5636749268, propagate_backward_time: 281.3397216797, weight_update_time: 0.1596360356, other_time: 5.7431030273
epoch time: 38.2781753540s, input_fired_time: 0.2225596160, output_fired_time: 0.0000000000, propagate_forward_time: 37.5700378418, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4855766296
validation[          , genome  7117] predictions:    9794/  10000 (97.94%), best:    9813/10000 (98.13%), error:       647.01923, best error:       603.23541 on epoch:    60, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 477.9139404297s, input_fired_time: 1.8319069147, output_fired_time: 3.7440624237, propagate_forward_time: 188.5410919189, propagate_backward_time: 275.9905700684, weight_update_time: 0.1727531254, other_time: 7.8063049316
epoch time: 37.6992225647s, input_fired_time: 2.2289850712, output_fired_time: 0.0000000000, propagate_forward_time: 34.9497642517, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5204734802
validation[          , genome  7117] predictions:    9798/  10000 (97.98%), best:    9813/10000 (98.13%), error:       661.63971, best error:       603.23541 on epoch:    60, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 479.0917358398s, input_fired_time: 7.7725234032, output_fired_time: 1.7702389956, propagate_forward_time: 162.4250488281, propagate_backward_time: 300.3764343262, weight_update_time: 0.1656356603, other_time: 6.7474975586
epoch time: 38.4189491272s, input_fired_time: 0.2352188379, output_fired_time: 0.0000000000, propagate_forward_time: 37.6828384399, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5008926392
validation[          , genome  7117] predictions:    9821/  10000 (98.21%), best:    9821/10000 (98.21%), error:       592.55090, best error:       592.55090 on epoch:    66, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 478.7835693359s, input_fired_time: 1.8204097748, output_fired_time: 3.7254467010, propagate_forward_time: 182.4980926514, propagate_backward_time: 286.9876098633, weight_update_time: 0.1666366160, other_time: 3.7520141602
epoch time: 37.4428215027s, input_fired_time: 0.2383567691, output_fired_time: 0.0000000000, propagate_forward_time: 36.7118148804, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4926490784
validation[          , genome  7117] predictions:    9808/  10000 (98.08%), best:    9821/10000 (98.21%), error:       671.12952, best error:       592.55090 on epoch:    66, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 475.9687805176s, input_fired_time: 5.8442182541, output_fired_time: 3.8001589775, propagate_forward_time: 193.8498535156, propagate_backward_time: 268.6999511719, weight_update_time: 1.1822191477, other_time: 3.7745971680
epoch time: 38.5238876343s, input_fired_time: 0.2397614121, output_fired_time: 0.0000000000, propagate_forward_time: 37.8050308228, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4790954590
validation[          , genome  7117] predictions:    9821/  10000 (98.21%), best:    9821/10000 (98.21%), error:       596.72870, best error:       592.55090 on epoch:    66, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 463.4457397461s, input_fired_time: 7.8647198677, output_fired_time: 5.7493777275, propagate_forward_time: 161.8197937012, propagate_backward_time: 282.2197265625, weight_update_time: 0.1669092029, other_time: 5.7921142578
epoch time: 39.3378906250s, input_fired_time: 0.2406766117, output_fired_time: 0.0000000000, propagate_forward_time: 38.6127471924, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4844665527
validation[          , genome  7117] predictions:    9804/  10000 (98.04%), best:    9821/10000 (98.21%), error:       603.34210, best error:       592.55090 on epoch:    66, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 483.0134582520s, input_fired_time: 4.8269262314, output_fired_time: 6.8147063255, propagate_forward_time: 181.6767425537, propagate_backward_time: 282.9022827148, weight_update_time: 0.1621142626, other_time: 6.7927856445
epoch time: 39.5246086121s, input_fired_time: 1.2331740856, output_fired_time: 0.0000000000, propagate_forward_time: 37.7583770752, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5330581665
validation[          , genome  7117] predictions:    9808/  10000 (98.08%), best:    9821/10000 (98.21%), error:       623.72784, best error:       592.55090 on epoch:    66, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 479.1728820801s, input_fired_time: 6.8836894035, output_fired_time: 6.7465500832, propagate_forward_time: 160.4408264160, propagate_backward_time: 295.3024597168, weight_update_time: 0.1764079928, other_time: 9.7993469238
epoch time: 39.5585784912s, input_fired_time: 0.2371474653, output_fired_time: 0.0000000000, propagate_forward_time: 38.8220672607, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4993629456
validation[          , genome  7117] predictions:    9820/  10000 (98.20%), best:    9821/10000 (98.21%), error:       619.58545, best error:       592.55090 on epoch:    66, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 479.8492126465s, input_fired_time: 3.8675045967, output_fired_time: 2.7391924858, propagate_forward_time: 178.4976348877, propagate_backward_time: 287.9743347168, weight_update_time: 0.1679179966, other_time: 6.7705383301
epoch time: 39.8136367798s, input_fired_time: 2.2767241001, output_fired_time: 0.0000000000, propagate_forward_time: 34.0247116089, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.5121994019
validation[          , genome  7117] predictions:    9786/  10000 (97.86%), best:    9821/10000 (98.21%), error:       696.58167, best error:       592.55090 on epoch:    66, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 480.0715332031s, input_fired_time: 3.8660063744, output_fired_time: 5.8009352684, propagate_forward_time: 195.6087951660, propagate_backward_time: 270.9810791016, weight_update_time: 1.1898473501, other_time: 3.8147277832
epoch time: 37.2565994263s, input_fired_time: 0.2264251560, output_fired_time: 0.0000000000, propagate_forward_time: 36.5516777039, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4784965515
validation[          , genome  7117] predictions:    9805/  10000 (98.05%), best:    9821/10000 (98.21%), error:       681.85760, best error:       592.55090 on epoch:    66, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 477.8553466797s, input_fired_time: 3.8730490208, output_fired_time: 4.7592043877, propagate_forward_time: 169.0596313477, propagate_backward_time: 290.4689025879, weight_update_time: 2.0789291859, other_time: 9.6945495605
epoch time: 37.2236404419s, input_fired_time: 0.2450955957, output_fired_time: 0.0000000000, propagate_forward_time: 36.5076980591, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4708480835
validation[          , genome  7117] predictions:    9828/  10000 (98.28%), best:    9821/10000 (98.21%), error:       599.40607, best error:       592.55090 on epoch:    66, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 480.9602355957s, input_fired_time: 3.8800849915, output_fired_time: 1.7344245911, propagate_forward_time: 189.8995361328, propagate_backward_time: 280.6141357422, weight_update_time: 0.1834267527, other_time: 4.8320312500
epoch time: 38.5580024719s, input_fired_time: 0.2301187068, output_fired_time: 0.0000000000, propagate_forward_time: 37.8571624756, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4707221985
validation[          , genome  7117] predictions:    9810/  10000 (98.10%), best:    9821/10000 (98.21%), error:       651.43872, best error:       592.55090 on epoch:    66, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 477.5367736816s, input_fired_time: 5.9081196785, output_fired_time: 6.7281441689, propagate_forward_time: 173.5258178711, propagate_backward_time: 285.6184997559, weight_update_time: 0.1640272290, other_time: 5.7561950684
epoch time: 37.2877197266s, input_fired_time: 0.2251542658, output_fired_time: 0.0000000000, propagate_forward_time: 36.5780677795, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4844970703
validation[          , genome  7117] predictions:    9796/  10000 (97.96%), best:    9821/10000 (98.21%), error:       642.65613, best error:       592.55090 on epoch:    66, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 503.1834716797s, input_fired_time: 1.8792499304, output_fired_time: 15.8236417770, propagate_forward_time: 187.3290100098, propagate_backward_time: 277.9374389648, weight_update_time: 0.6260188818, other_time: 20.2141418457
epoch time: 37.5616569519s, input_fired_time: 0.2377321571, output_fired_time: 0.0000000000, propagate_forward_time: 36.8355636597, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4883613586
validation[          , genome  7117] predictions:    9810/  10000 (98.10%), best:    9821/10000 (98.21%), error:       626.63190, best error:       592.55090 on epoch:    66, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 468.7917785645s, input_fired_time: 1.7931603193, output_fired_time: 2.6849567890, propagate_forward_time: 178.3278961182, propagate_backward_time: 280.2590026855, weight_update_time: 2.1877374649, other_time: 5.7267761230
epoch time: 39.5824050903s, input_fired_time: 0.2306879908, output_fired_time: 0.0000000000, propagate_forward_time: 38.8750457764, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4766731262
validation[          , genome  7117] predictions:    9822/  10000 (98.22%), best:    9822/10000 (98.22%), error:       569.68335, best error:       569.68335 on epoch:    78, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 477.1669616699s, input_fired_time: 1.8661268950, output_fired_time: 3.7276682854, propagate_forward_time: 179.7006988525, propagate_backward_time: 284.0959167480, weight_update_time: 0.1704459935, other_time: 7.7765808105
epoch time: 39.4982757568s, input_fired_time: 0.2582857311, output_fired_time: 0.0000000000, propagate_forward_time: 34.7142715454, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.5257186890
validation[          , genome  7117] predictions:    9799/  10000 (97.99%), best:    9822/10000 (98.22%), error:       636.79095, best error:       569.68335 on epoch:    78, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 479.7550354004s, input_fired_time: 1.8782340288, output_fired_time: 1.7327264547, propagate_forward_time: 187.1474151611, propagate_backward_time: 283.2095336914, weight_update_time: 0.1723066717, other_time: 5.7871093750
epoch time: 37.2157173157s, input_fired_time: 0.2286810577, output_fired_time: 0.0000000000, propagate_forward_time: 35.5046539307, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4823837280
validation[          , genome  7117] predictions:    9815/  10000 (98.15%), best:    9822/10000 (98.22%), error:       649.73730, best error:       569.68335 on epoch:    78, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 477.2817993164s, input_fired_time: 2.8894283772, output_fired_time: 5.7819252014, propagate_forward_time: 177.0771789551, propagate_backward_time: 285.7475891113, weight_update_time: 1.1769691706, other_time: 5.7856750488
epoch time: 37.7384223938s, input_fired_time: 2.2553780079, output_fired_time: 0.0000000000, propagate_forward_time: 33.9695854187, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5134582520
validation[          , genome  7117] predictions:    9819/  10000 (98.19%), best:    9822/10000 (98.22%), error:       596.03369, best error:       569.68335 on epoch:    78, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 480.5126647949s, input_fired_time: 1.8709648848, output_fired_time: 7.7958526611, propagate_forward_time: 175.3919067383, propagate_backward_time: 287.7498474121, weight_update_time: 0.1730294228, other_time: 7.7040710449
epoch time: 37.2858848572s, input_fired_time: 0.2259155363, output_fired_time: 0.0000000000, propagate_forward_time: 36.5660400391, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4939308167
validation[          , genome  7117] predictions:    9827/  10000 (98.27%), best:    9822/10000 (98.22%), error:       610.34076, best error:       569.68335 on epoch:    78, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 479.5096740723s, input_fired_time: 6.8843235970, output_fired_time: 3.6949253082, propagate_forward_time: 184.6244812012, propagate_backward_time: 274.4786682129, weight_update_time: 0.1606415659, other_time: 9.8272705078
epoch time: 37.5248794556s, input_fired_time: 0.2358435839, output_fired_time: 0.0000000000, propagate_forward_time: 34.7899780273, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4990577698
validation[          , genome  7117] predictions:    9760/  10000 (97.60%), best:    9822/10000 (98.22%), error:       784.00952, best error:       569.68335 on epoch:    78, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 477.4498901367s, input_fired_time: 4.8442316055, output_fired_time: 2.7592580318, propagate_forward_time: 192.2270507813, propagate_backward_time: 274.8804626465, weight_update_time: 0.1612593383, other_time: 2.7388916016
epoch time: 38.1581954956s, input_fired_time: 0.2288422734, output_fired_time: 0.0000000000, propagate_forward_time: 35.4072456360, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5221061707
validation[          , genome  7117] predictions:    9805/  10000 (98.05%), best:    9822/10000 (98.22%), error:       630.51898, best error:       569.68335 on epoch:    78, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 477.8231201172s, input_fired_time: 3.8496930599, output_fired_time: 6.7698206902, propagate_forward_time: 193.6488037109, propagate_backward_time: 265.7865600586, weight_update_time: 0.1742724329, other_time: 7.7682495117
epoch time: 37.0990257263s, input_fired_time: 0.2352691889, output_fired_time: 0.0000000000, propagate_forward_time: 35.3681411743, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4956169128
validation[          , genome  7117] predictions:    9800/  10000 (98.00%), best:    9822/10000 (98.22%), error:       656.41718, best error:       569.68335 on epoch:    78, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 479.0527954102s, input_fired_time: 1.8793576956, output_fired_time: 2.7335870266, propagate_forward_time: 176.5474243164, propagate_backward_time: 288.2274780273, weight_update_time: 0.1591472477, other_time: 9.6649475098
epoch time: 38.4637298584s, input_fired_time: 0.2372960448, output_fired_time: 0.0000000000, propagate_forward_time: 37.7348022461, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4916305542
validation[          , genome  7117] predictions:    9782/  10000 (97.82%), best:    9822/10000 (98.22%), error:       683.97461, best error:       569.68335 on epoch:    78, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 479.1301574707s, input_fired_time: 4.8889341354, output_fired_time: 2.7423007488, propagate_forward_time: 181.1121520996, propagate_backward_time: 283.5833435059, weight_update_time: 0.1777303070, other_time: 6.8034057617
epoch time: 37.6509513855s, input_fired_time: 0.2326211780, output_fired_time: 0.0000000000, propagate_forward_time: 36.9437446594, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4745864868
validation[          , genome  7117] predictions:    9761/  10000 (97.61%), best:    9822/10000 (98.22%), error:       764.49817, best error:       569.68335 on epoch:    78, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 479.9603576660s, input_fired_time: 2.8653776646, output_fired_time: 1.7493362427, propagate_forward_time: 184.4329833984, propagate_backward_time: 285.1190795898, weight_update_time: 0.1759168357, other_time: 5.7935791016
epoch time: 37.1782722473s, input_fired_time: 0.2329442650, output_fired_time: 0.0000000000, propagate_forward_time: 34.4460334778, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4992942810
validation[          , genome  7117] predictions:    9792/  10000 (97.92%), best:    9822/10000 (98.22%), error:       681.95313, best error:       569.68335 on epoch:    78, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 480.4795532227s, input_fired_time: 1.8757359982, output_fired_time: 2.7244641781, propagate_forward_time: 182.7321014404, propagate_backward_time: 285.3530883789, weight_update_time: 0.1623701155, other_time: 7.7941894531
epoch time: 39.4078941345s, input_fired_time: 2.2551374435, output_fired_time: 0.0000000000, propagate_forward_time: 36.6677665710, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4849891663
validation[          , genome  7117] predictions:    9824/  10000 (98.24%), best:    9822/10000 (98.22%), error:       607.98010, best error:       569.68335 on epoch:    78, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 482.5179748535s, input_fired_time: 4.9274334908, output_fired_time: 3.7520589828, propagate_forward_time: 184.8874053955, propagate_backward_time: 283.2493286133, weight_update_time: 0.1733531356, other_time: 5.7017822266
epoch time: 37.0708770752s, input_fired_time: 0.2451712340, output_fired_time: 0.0000000000, propagate_forward_time: 36.3545074463, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4711990356
validation[          , genome  7117] predictions:    9806/  10000 (98.06%), best:    9822/10000 (98.22%), error:       672.62592, best error:       569.68335 on epoch:    78, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 477.1626281738s, input_fired_time: 10.9049053192, output_fired_time: 3.7267801762, propagate_forward_time: 172.9772796631, propagate_backward_time: 283.8075561523, weight_update_time: 0.1665764153, other_time: 5.7460937500
epoch time: 38.0902328491s, input_fired_time: 1.2332056761, output_fired_time: 0.0000000000, propagate_forward_time: 35.3631019592, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4939270020
validation[          , genome  7117] predictions:    9792/  10000 (97.92%), best:    9822/10000 (98.22%), error:       662.43713, best error:       569.68335 on epoch:    78, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 479.1731872559s, input_fired_time: 4.9275979996, output_fired_time: 1.7807959318, propagate_forward_time: 190.8165130615, propagate_backward_time: 274.9307250977, weight_update_time: 0.1707261950, other_time: 6.7175292969
epoch time: 35.5851440430s, input_fired_time: 2.2414317131, output_fired_time: 0.0000000000, propagate_forward_time: 32.8636779785, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4800338745
validation[          , genome  7117] predictions:    9823/  10000 (98.23%), best:    9822/10000 (98.22%), error:       629.92554, best error:       569.68335 on epoch:    78, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 470.7328186035s, input_fired_time: 1.8780272007, output_fired_time: 1.7333403826, propagate_forward_time: 185.3592071533, propagate_backward_time: 275.0710449219, weight_update_time: 0.1642840952, other_time: 6.6912231445
epoch time: 37.5092315674s, input_fired_time: 0.2429358214, output_fired_time: 0.0000000000, propagate_forward_time: 36.7457008362, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5205955505
validation[          , genome  7117] predictions:    9823/  10000 (98.23%), best:    9822/10000 (98.22%), error:       617.18054, best error:       569.68335 on epoch:    78, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 484.5775756836s, input_fired_time: 6.8820486069, output_fired_time: 6.6384863853, propagate_forward_time: 195.9134826660, propagate_backward_time: 268.3753356934, weight_update_time: 1.1772935390, other_time: 6.7682189941
epoch time: 39.1429519653s, input_fired_time: 0.2690228522, output_fired_time: 0.0000000000, propagate_forward_time: 38.3323707581, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5415573120
validation[          , genome  7117] predictions:    9818/  10000 (98.18%), best:    9822/10000 (98.22%), error:       612.58002, best error:       569.68335 on epoch:    78, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 483.2424316406s, input_fired_time: 9.9585332870, output_fired_time: 6.7810840607, propagate_forward_time: 176.8252258301, propagate_backward_time: 280.9548950195, weight_update_time: 0.1656640321, other_time: 8.7226867676
epoch time: 37.3522720337s, input_fired_time: 0.2311186343, output_fired_time: 0.0000000000, propagate_forward_time: 36.6280555725, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4930992126
validation[          , genome  7117] predictions:    9826/  10000 (98.26%), best:    9822/10000 (98.22%), error:       627.04065, best error:       569.68335 on epoch:    78, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 482.9906616211s, input_fired_time: 2.8649072647, output_fired_time: 1.7573103905, propagate_forward_time: 189.9218444824, propagate_backward_time: 275.6331176758, weight_update_time: 0.1681735963, other_time: 12.8134765625
epoch time: 38.6381187439s, input_fired_time: 0.2351242304, output_fired_time: 0.0000000000, propagate_forward_time: 37.8897857666, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5132102966
validation[          , genome  7117] predictions:    9799/  10000 (97.99%), best:    9822/10000 (98.22%), error:       670.01434, best error:       569.68335 on epoch:    78, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 467.0035400391s, input_fired_time: 5.8779916763, output_fired_time: 4.7588858604, propagate_forward_time: 156.3684234619, propagate_backward_time: 293.2139892578, weight_update_time: 0.1637500376, other_time: 6.7842407227
epoch time: 40.5897560120s, input_fired_time: 0.2391345948, output_fired_time: 0.0000000000, propagate_forward_time: 39.8387184143, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5119018555
validation[          , genome  7117] predictions:    9831/  10000 (98.31%), best:    9822/10000 (98.22%), error:       594.60901, best error:       569.68335 on epoch:    78, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 480.0805358887s, input_fired_time: 1.8466064930, output_fired_time: 5.7520647049, propagate_forward_time: 209.3634338379, propagate_backward_time: 255.3211059570, weight_update_time: 0.1841185987, other_time: 7.7973022461
epoch time: 37.0743713379s, input_fired_time: 0.2312521487, output_fired_time: 0.0000000000, propagate_forward_time: 35.3549385071, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4881820679
validation[          , genome  7117] predictions:    9823/  10000 (98.23%), best:    9822/10000 (98.22%), error:       627.71716, best error:       569.68335 on epoch:    78, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 477.2573242188s, input_fired_time: 1.9286549091, output_fired_time: 6.7632026672, propagate_forward_time: 190.0041198730, propagate_backward_time: 271.7942199707, weight_update_time: 0.1630983800, other_time: 6.7671203613
epoch time: 39.1696052551s, input_fired_time: 0.2399930805, output_fired_time: 0.0000000000, propagate_forward_time: 36.4387207031, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4908905029
validation[          , genome  7117] predictions:    9821/  10000 (98.21%), best:    9822/10000 (98.22%), error:       614.13519, best error:       569.68335 on epoch:    78, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 472.3094482422s, input_fired_time: 4.8843069077, output_fired_time: 4.7777628899, propagate_forward_time: 187.6928405762, propagate_backward_time: 268.1997070313, weight_update_time: 0.1626104265, other_time: 6.7548217773
epoch time: 39.7047615051s, input_fired_time: 0.2335505486, output_fired_time: 0.0000000000, propagate_forward_time: 38.9650955200, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5061149597
validation[          , genome  7117] predictions:    9790/  10000 (97.90%), best:    9822/10000 (98.22%), error:       654.80145, best error:       569.68335 on epoch:    78, 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: 194.9264831543s, input_fired_time: 2.2092082500, output_fired_time: 0.0000000000, propagate_forward_time: 188.1483917236, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.5688781738
best training[          , genome  7117] predictions:   49863/  50000 (99.73%), best:    9822/10000 (98.22%), error:       767.76135, best error:       569.68335 on epoch:    78, 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: 38.2783508301s, input_fired_time: 0.2397107780, output_fired_time: 0.0000000000, propagate_forward_time: 37.5466499329, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4919891357
   testing[          , genome  7117] predictions:    9838/  10000 (98.38%), best:    9822/10000 (98.22%), error:       542.50708, best error:       569.68335 on epoch:    78, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
14:25:42 (3024): called boinc_finish(0)

</stderr_txt>
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