Nameexact_genome_1518178202_50_18380_0
Workunit2992036
Created9 Feb 2018, 15:25:22 UTC
Sent9 Feb 2018, 15:56:56 UTC
Report deadline15 Mar 2018, 2:54:07 UTC
Received10 Feb 2018, 20:19:49 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID70684
Run time22 hours 29 min 6 sec
CPU time22 hours 29 min 5 sec
Validate stateInitial
Credit0.00
Device peak FLOPS3.04 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size179.40 MB
Peak swap size182.07 MB
Peak disk usage3.79 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
  502.35046, best error:       502.35046 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 763.5508422852s, input_fired_time: 11.0686769485, output_fired_time: 11.3723812103, propagate_forward_time: 284.9578247070, propagate_backward_time: 444.7813110352, weight_update_time: 1.3205668926, other_time: 11.3706665039
epoch time: 64.3539581299s, input_fired_time: 1.2308894396, output_fired_time: 0.0000000000, propagate_forward_time: 61.1516799927, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9713897705
validation[          , genome 18380] predictions:    9853/  10000 (98.53%), best:    9853/10000 (98.53%), error:       456.24741, best error:       456.24741 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 780.3984985352s, input_fired_time: 11.2140331268, output_fired_time: 11.6480951309, propagate_forward_time: 290.9763183594, propagate_backward_time: 455.0204467773, weight_update_time: 1.3449110985, other_time: 11.5396118164
epoch time: 70.2354965210s, input_fired_time: 1.2882738113, output_fired_time: 0.0000000000, propagate_forward_time: 66.9679794312, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9792404175
validation[          , genome 18380] predictions:    9846/  10000 (98.46%), best:    9853/10000 (98.53%), error:       507.34171, best error:       456.24741 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 820.6278686523s, input_fired_time: 11.5550231934, output_fired_time: 12.2974700928, propagate_forward_time: 306.3952331543, propagate_backward_time: 479.0037536621, weight_update_time: 1.3652100563, other_time: 11.3764038086
epoch time: 71.8534164429s, input_fired_time: 1.3204418421, output_fired_time: 0.0000000000, propagate_forward_time: 68.5450820923, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9878921509
validation[          , genome 18380] predictions:    9815/  10000 (98.15%), best:    9853/10000 (98.53%), error:       572.45935, best error:       456.24741 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 792.8572387695s, input_fired_time: 11.2850198746, output_fired_time: 11.8059692383, propagate_forward_time: 295.5041809082, propagate_backward_time: 463.0787353516, weight_update_time: 1.3371137381, other_time: 11.1833190918
epoch time: 61.9824562073s, input_fired_time: 1.1990631819, output_fired_time: 0.0000000000, propagate_forward_time: 58.8753929138, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9080009460
validation[          , genome 18380] predictions:    9832/  10000 (98.32%), best:    9853/10000 (98.53%), error:       541.69122, best error:       456.24741 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 594.3795166016s, input_fired_time: 9.5812082291, output_fired_time: 8.5904960632, propagate_forward_time: 219.7381896973, propagate_backward_time: 345.5110168457, weight_update_time: 1.1853712797, other_time: 10.9585571289
epoch time: 72.1172790527s, input_fired_time: 1.3316189051, output_fired_time: 0.0000000000, propagate_forward_time: 68.8092956543, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9763641357
validation[          , genome 18380] predictions:    9842/  10000 (98.42%), best:    9853/10000 (98.53%), error:       518.38281, best error:       456.24741 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 691.0561523438s, input_fired_time: 10.4325408936, output_fired_time: 10.1844320297, propagate_forward_time: 256.7964782715, propagate_backward_time: 402.4547424316, weight_update_time: 1.2667424679, other_time: 11.1879272461
epoch time: 58.8326492310s, input_fired_time: 1.1688667536, output_fired_time: 0.0000000000, propagate_forward_time: 55.7201347351, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9436492920
validation[          , genome 18380] predictions:    9858/  10000 (98.58%), best:    9853/10000 (98.53%), error:       468.86404, best error:       456.24741 on epoch:    15, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 750.4679565430s, input_fired_time: 10.8967323303, output_fired_time: 11.1377258301, propagate_forward_time: 279.2343139648, propagate_backward_time: 438.0568542480, weight_update_time: 1.3084709644, other_time: 11.1423034668
epoch time: 41.8427772522s, input_fired_time: 0.9560651779, output_fired_time: 0.0000000000, propagate_forward_time: 39.1105499268, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7761611938
validation[          , genome 18380] predictions:    9866/  10000 (98.66%), best:    9866/10000 (98.66%), error:       448.76492, best error:       448.76492 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 835.6542968750s, input_fired_time: 11.7109994888, output_fired_time: 12.5621662140, propagate_forward_time: 311.8529052734, propagate_backward_time: 488.0440063477, weight_update_time: 1.3757274151, other_time: 11.4841918945
epoch time: 52.1082649231s, input_fired_time: 1.0755422115, output_fired_time: 0.0000000000, propagate_forward_time: 49.1313095093, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9014129639
validation[          , genome 18380] predictions:    9857/  10000 (98.57%), best:    9866/10000 (98.66%), error:       454.46771, best error:       448.76492 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 727.0360107422s, input_fired_time: 10.7539072037, output_fired_time: 10.7687044144, propagate_forward_time: 270.0021667480, propagate_backward_time: 424.2101135254, weight_update_time: 1.2917265892, other_time: 11.3011474609
epoch time: 60.4495735168s, input_fired_time: 1.1854741573, output_fired_time: 0.0000000000, propagate_forward_time: 57.3288192749, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9352798462
validation[          , genome 18380] predictions:    9858/  10000 (98.58%), best:    9866/10000 (98.66%), error:       473.75656, best error:       448.76492 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 810.9251098633s, input_fired_time: 11.4605646133, output_fired_time: 12.1429252625, propagate_forward_time: 302.8530578613, propagate_backward_time: 473.1498718262, weight_update_time: 1.3558387756, other_time: 11.3186645508
epoch time: 71.5197601318s, input_fired_time: 1.3188042641, output_fired_time: 0.0000000000, propagate_forward_time: 68.2500534058, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9509048462
validation[          , genome 18380] predictions:    9853/  10000 (98.53%), best:    9866/10000 (98.66%), error:       462.90686, best error:       448.76492 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 677.2786865234s, input_fired_time: 10.2454948425, output_fired_time: 9.9309778214, propagate_forward_time: 251.3089904785, propagate_backward_time: 394.9491882324, weight_update_time: 1.2403694391, other_time: 10.8440551758
epoch time: 69.8180770874s, input_fired_time: 1.2934443951, output_fired_time: 0.0000000000, propagate_forward_time: 66.6091003418, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9155349731
validation[          , genome 18380] predictions:    9859/  10000 (98.59%), best:    9859/10000 (98.59%), error:       438.85889, best error:       438.85889 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 790.3641357422s, input_fired_time: 11.2724647522, output_fired_time: 11.8035917282, propagate_forward_time: 294.8063049316, propagate_backward_time: 461.2365417480, weight_update_time: 1.3402864933, other_time: 11.2452392578
epoch time: 71.5873565674s, input_fired_time: 1.3243424892, output_fired_time: 0.0000000000, propagate_forward_time: 68.3065185547, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9564971924
validation[          , genome 18380] predictions:    9848/  10000 (98.48%), best:    9859/10000 (98.59%), error:       505.67358, best error:       438.85889 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 750.6416015625s, input_fired_time: 10.9128484726, output_fired_time: 11.1268939972, propagate_forward_time: 279.6347351074, propagate_backward_time: 437.8229064941, weight_update_time: 1.3024396896, other_time: 11.1442260742
epoch time: 41.7197990417s, input_fired_time: 0.9491233230, output_fired_time: 0.0000000000, propagate_forward_time: 38.9941368103, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7765388489
validation[          , genome 18380] predictions:    9873/  10000 (98.73%), best:    9873/10000 (98.73%), error:       418.38782, best error:       418.38782 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 702.9281616211s, input_fired_time: 10.5384092331, output_fired_time: 10.3958425522, propagate_forward_time: 261.0958862305, propagate_backward_time: 409.7067871094, weight_update_time: 1.2739963531, other_time: 11.1912841797
epoch time: 57.4174957275s, input_fired_time: 1.1525672674, output_fired_time: 0.0000000000, propagate_forward_time: 54.3423156738, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9226112366
validation[          , genome 18380] predictions:    9862/  10000 (98.62%), best:    9873/10000 (98.73%), error:       432.37924, best error:       418.38782 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 643.3383789062s, input_fired_time: 10.0411128998, output_fired_time: 9.4025125504, propagate_forward_time: 237.3989410400, propagate_backward_time: 375.3103332520, weight_update_time: 1.2272013426, other_time: 11.1854553223
epoch time: 47.9840545654s, input_fired_time: 1.0433213711, output_fired_time: 0.0000000000, propagate_forward_time: 45.0224914551, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9182434082
validation[          , genome 18380] predictions:    9868/  10000 (98.68%), best:    9873/10000 (98.73%), error:       445.26215, best error:       418.38782 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 630.3250732422s, input_fired_time: 9.9317197800, output_fired_time: 9.2120800018, propagate_forward_time: 232.9786834717, propagate_backward_time: 366.9768676758, weight_update_time: 1.2162656784, other_time: 11.2257080078
epoch time: 45.1446418762s, input_fired_time: 1.0129686594, output_fired_time: 0.0000000000, propagate_forward_time: 42.2562789917, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8753929138
validation[          , genome 18380] predictions:    9864/  10000 (98.64%), best:    9873/10000 (98.73%), error:       443.56653, best error:       418.38782 on epoch:    27, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 672.8745117188s, input_fired_time: 10.3225536346, output_fired_time: 9.8826465607, propagate_forward_time: 249.7767486572, propagate_backward_time: 391.6209411621, weight_update_time: 1.2539051771, other_time: 11.2716369629
epoch time: 53.9707794189s, input_fired_time: 1.1215776205, output_fired_time: 0.0000000000, propagate_forward_time: 50.9053726196, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9438285828
validation[          , genome 18380] predictions:    9843/  10000 (98.43%), best:    9873/10000 (98.73%), error:       506.73483, best error:       418.38782 on epoch:    27, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 717.7504272461s, input_fired_time: 10.6397943497, output_fired_time: 10.5821552277, propagate_forward_time: 266.3929443359, propagate_backward_time: 419.1032409668, weight_update_time: 1.2782169580, other_time: 11.0323181152
epoch time: 45.1616973877s, input_fired_time: 1.0068351030, output_fired_time: 0.0000000000, propagate_forward_time: 42.2779884338, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8768730164
validation[          , genome 18380] predictions:    9871/  10000 (98.71%), best:    9873/10000 (98.73%), error:       438.07547, best error:       418.38782 on epoch:    27, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 764.3120117188s, input_fired_time: 11.0631036758, output_fired_time: 11.3693685532, propagate_forward_time: 284.6054382324, propagate_backward_time: 446.0529785156, weight_update_time: 1.3162671328, other_time: 11.2210998535
epoch time: 69.0438232422s, input_fired_time: 1.2908070087, output_fired_time: 0.0000000000, propagate_forward_time: 65.7965545654, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9564590454
validation[          , genome 18380] predictions:    9868/  10000 (98.68%), best:    9873/10000 (98.73%), error:       424.92465, best error:       418.38782 on epoch:    27, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 740.2061767578s, input_fired_time: 10.8650798798, output_fired_time: 10.9742279053, propagate_forward_time: 275.6701049805, propagate_backward_time: 431.4774475098, weight_update_time: 1.3029851913, other_time: 11.2193298340
epoch time: 47.7083587646s, input_fired_time: 1.0298932791, output_fired_time: 0.0000000000, propagate_forward_time: 44.8812599182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7972068787
validation[          , genome 18380] predictions:    9888/  10000 (98.88%), best:    9888/10000 (98.88%), error:       379.48416, best error:       379.48416 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 728.9086914062s, input_fired_time: 10.7135324478, output_fired_time: 10.7877531052, propagate_forward_time: 271.0827331543, propagate_backward_time: 425.3416748047, weight_update_time: 1.2827681303, other_time: 10.9829406738
epoch time: 63.8004379272s, input_fired_time: 1.2175446749, output_fired_time: 0.0000000000, propagate_forward_time: 60.7205162048, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8623771667
validation[          , genome 18380] predictions:    9868/  10000 (98.68%), best:    9888/10000 (98.88%), error:       414.35260, best error:       379.48416 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 605.2757568359s, input_fired_time: 9.6001548767, output_fired_time: 8.7106924057, propagate_forward_time: 223.9338226318, propagate_backward_time: 352.4899597168, weight_update_time: 1.1775411367, other_time: 10.5411071777
epoch time: 64.0868835449s, input_fired_time: 1.2343646288, output_fired_time: 0.0000000000, propagate_forward_time: 60.9695053101, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8830146790
validation[          , genome 18380] predictions:    9881/  10000 (98.81%), best:    9888/10000 (98.88%), error:       406.60217, best error:       379.48416 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 814.7038574219s, input_fired_time: 11.5017147064, output_fired_time: 12.1877756119, propagate_forward_time: 304.1938476562, propagate_backward_time: 475.5192565918, weight_update_time: 1.3620536327, other_time: 11.3012390137
epoch time: 59.4448013306s, input_fired_time: 1.1665761471, output_fired_time: 0.0000000000, propagate_forward_time: 56.4061737061, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8720512390
validation[          , genome 18380] predictions:    9876/  10000 (98.76%), best:    9888/10000 (98.88%), error:       389.36301, best error:       379.48416 on epoch:    34, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 778.6886596680s, input_fired_time: 11.2434644699, output_fired_time: 11.6403474808, propagate_forward_time: 290.0712585449, propagate_backward_time: 454.3139648438, weight_update_time: 1.3377752304, other_time: 11.4196472168
epoch time: 71.4973068237s, input_fired_time: 1.3386340141, output_fired_time: 0.0000000000, propagate_forward_time: 68.1955413818, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9631347656
validation[          , genome 18380] predictions:    9855/  10000 (98.55%), best:    9888/10000 (98.88%), error:       457.27246, best error:       379.48416 on epoch:    34, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 828.0539550781s, input_fired_time: 11.6683301926, output_fired_time: 12.3775100708, propagate_forward_time: 309.4513244629, propagate_backward_time: 483.1054382324, weight_update_time: 1.3734732866, other_time: 11.4513549805
epoch time: 52.4811401367s, input_fired_time: 1.0887637138, output_fired_time: 0.0000000000, propagate_forward_time: 49.5692100525, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8231658936
validation[          , genome 18380] predictions:    9884/  10000 (98.84%), best:    9888/10000 (98.88%), error:       403.61533, best error:       379.48416 on epoch:    34, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 670.5324707031s, input_fired_time: 10.2642345428, output_fired_time: 9.8921356201, propagate_forward_time: 248.4459228516, propagate_backward_time: 390.8434448242, weight_update_time: 1.2497885227, other_time: 11.0867309570
epoch time: 55.7700195312s, input_fired_time: 1.1364861727, output_fired_time: 0.0000000000, propagate_forward_time: 52.7281799316, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9053535461
validation[          , genome 18380] predictions:    9870/  10000 (98.70%), best:    9888/10000 (98.88%), error:       433.41049, best error:       379.48416 on epoch:    34, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 602.4719238281s, input_fired_time: 9.6774740219, output_fired_time: 8.7295446396, propagate_forward_time: 221.8024291992, propagate_backward_time: 351.3004150391, weight_update_time: 1.1959637403, other_time: 10.9620361328
epoch time: 43.2829780579s, input_fired_time: 0.9788245559, output_fired_time: 0.0000000000, propagate_forward_time: 40.4541244507, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8500289917
validation[          , genome 18380] predictions:    9853/  10000 (98.53%), best:    9888/10000 (98.88%), error:       456.08408, best error:       379.48416 on epoch:    34, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 689.0068359375s, input_fired_time: 10.3753128052, output_fired_time: 10.0960206985, propagate_forward_time: 255.6959075928, propagate_backward_time: 401.8667602539, weight_update_time: 1.2524123192, other_time: 10.9728393555
epoch time: 59.3973922729s, input_fired_time: 1.1806945801, output_fired_time: 0.0000000000, propagate_forward_time: 56.2893943787, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9273033142
validation[          , genome 18380] predictions:    9860/  10000 (98.60%), best:    9888/10000 (98.88%), error:       436.45514, best error:       379.48416 on epoch:    34, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 808.1641845703s, input_fired_time: 11.4639892578, output_fired_time: 12.1070060730, propagate_forward_time: 301.1594848633, propagate_backward_time: 472.1017761230, weight_update_time: 1.3550182581, other_time: 11.3319396973
epoch time: 48.9977111816s, input_fired_time: 1.0488404036, output_fired_time: 0.0000000000, propagate_forward_time: 46.1459159851, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8029556274
validation[          , genome 18380] predictions:    9876/  10000 (98.76%), best:    9888/10000 (98.88%), error:       388.68900, best error:       379.48416 on epoch:    34, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 807.2037963867s, input_fired_time: 11.4775428772, output_fired_time: 12.0713930130, propagate_forward_time: 301.1780700684, propagate_backward_time: 471.1652832031, weight_update_time: 1.3561067581, other_time: 11.3114929199
epoch time: 72.1321640015s, input_fired_time: 1.3411923647, output_fired_time: 0.0000000000, propagate_forward_time: 68.8145370483, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9764328003
validation[          , genome 18380] predictions:    9859/  10000 (98.59%), best:    9888/10000 (98.88%), error:       442.78238, best error:       379.48416 on epoch:    34, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 772.5504150391s, input_fired_time: 11.1497850418, output_fired_time: 11.5061607361, propagate_forward_time: 288.3535461426, propagate_backward_time: 450.3984985352, weight_update_time: 1.3289710283, other_time: 11.1424255371
epoch time: 70.8925933838s, input_fired_time: 1.3165150881, output_fired_time: 0.0000000000, propagate_forward_time: 67.6461944580, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9298858643
validation[          , genome 18380] predictions:    9879/  10000 (98.79%), best:    9879/10000 (98.79%), error:       378.72144, best error:       378.72144 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 728.8533325195s, input_fired_time: 10.7777261734, output_fired_time: 10.8004541397, propagate_forward_time: 271.1950073242, propagate_backward_time: 424.8743896484, weight_update_time: 1.2935776711, other_time: 11.2057495117
epoch time: 43.8676681519s, input_fired_time: 0.9904998541, output_fired_time: 0.0000000000, propagate_forward_time: 41.0160484314, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8611183167
validation[          , genome 18380] predictions:    9884/  10000 (98.84%), best:    9879/10000 (98.79%), error:       380.85730, best error:       378.72144 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 717.9990234375s, input_fired_time: 10.6569881439, output_fired_time: 10.6128625870, propagate_forward_time: 267.2052307129, propagate_backward_time: 418.5041809082, weight_update_time: 1.2782075405, other_time: 11.0197753906
epoch time: 70.9651565552s, input_fired_time: 1.3221341372, output_fired_time: 0.0000000000, propagate_forward_time: 67.7107925415, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9322280884
validation[          , genome 18380] predictions:    9881/  10000 (98.81%), best:    9881/10000 (98.81%), error:       366.74048, best error:       366.74048 on epoch:    47, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 799.2954711914s, input_fired_time: 11.3661851883, output_fired_time: 11.8907432556, propagate_forward_time: 298.5208435059, propagate_backward_time: 466.3501586914, weight_update_time: 1.3434832096, other_time: 11.1675109863
epoch time: 63.3899536133s, input_fired_time: 1.2246924639, output_fired_time: 0.0000000000, propagate_forward_time: 60.2880706787, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8771896362
validation[          , genome 18380] predictions:    9881/  10000 (98.81%), best:    9881/10000 (98.81%), error:       417.93253, best error:       366.74048 on epoch:    47, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 774.7515869141s, input_fired_time: 11.1921968460, output_fired_time: 11.5371303558, propagate_forward_time: 288.9560546875, propagate_backward_time: 451.8079223633, weight_update_time: 1.3270554543, other_time: 11.2583007812
epoch time: 68.3891983032s, input_fired_time: 1.2934793234, output_fired_time: 0.0000000000, propagate_forward_time: 65.1694946289, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9262237549
validation[          , genome 18380] predictions:    9881/  10000 (98.81%), best:    9881/10000 (98.81%), error:       394.36121, best error:       366.74048 on epoch:    47, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 755.3936767578s, input_fired_time: 11.0638828278, output_fired_time: 11.2095613480, propagate_forward_time: 281.9345703125, propagate_backward_time: 439.9013366699, weight_update_time: 1.3150697947, other_time: 11.2843322754
epoch time: 59.9363327026s, input_fired_time: 1.1945389509, output_fired_time: 0.0000000000, propagate_forward_time: 56.8122940063, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9295005798
validation[          , genome 18380] predictions:    9886/  10000 (98.86%), best:    9881/10000 (98.81%), error:       395.78238, best error:       366.74048 on epoch:    47, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 687.2058105469s, input_fired_time: 10.4575872421, output_fired_time: 10.1137981415, propagate_forward_time: 254.7924652100, propagate_backward_time: 400.5576171875, weight_update_time: 1.2628552914, other_time: 11.2843627930
epoch time: 67.2033920288s, input_fired_time: 1.2837979794, output_fired_time: 0.0000000000, propagate_forward_time: 63.9612045288, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9583892822
validation[          , genome 18380] predictions:    9872/  10000 (98.72%), best:    9881/10000 (98.81%), error:       424.43881, best error:       366.74048 on epoch:    47, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 764.1108398438s, input_fired_time: 11.1522598267, output_fired_time: 11.4045343399, propagate_forward_time: 284.1885375977, propagate_backward_time: 445.9521179199, weight_update_time: 1.3262441158, other_time: 11.4133605957
epoch time: 71.5249404907s, input_fired_time: 1.3402175903, output_fired_time: 0.0000000000, propagate_forward_time: 68.1979522705, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9867706299
validation[          , genome 18380] predictions:    9881/  10000 (98.81%), best:    9881/10000 (98.81%), error:       380.25098, best error:       366.74048 on epoch:    47, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 633.3336791992s, input_fired_time: 9.8844432831, output_fired_time: 9.1866874695, propagate_forward_time: 234.7692260742, propagate_backward_time: 368.8272094727, weight_update_time: 1.2027648687, other_time: 10.6660766602
epoch time: 41.9755439758s, input_fired_time: 0.9639917016, output_fired_time: 0.0000000000, propagate_forward_time: 39.2380027771, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7735481262
validation[          , genome 18380] predictions:    9889/  10000 (98.89%), best:    9881/10000 (98.81%), error:       367.44110, best error:       366.74048 on epoch:    47, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 770.6903686523s, input_fired_time: 11.1660661697, output_fired_time: 11.4721097946, propagate_forward_time: 287.0842285156, propagate_backward_time: 449.8015136719, weight_update_time: 1.3243299723, other_time: 11.1664428711
epoch time: 52.7918052673s, input_fired_time: 1.1164512634, output_fired_time: 0.0000000000, propagate_forward_time: 49.7515830994, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9237709045
validation[          , genome 18380] predictions:    9878/  10000 (98.78%), best:    9878/10000 (98.78%), error:       357.86496, best error:       357.86496 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 805.8820800781s, input_fired_time: 11.4800291061, output_fired_time: 12.0378255844, propagate_forward_time: 300.2306213379, propagate_backward_time: 470.8222961426, weight_update_time: 1.3530036211, other_time: 11.3112792969
epoch time: 65.2711563110s, input_fired_time: 1.2641489506, output_fired_time: 0.0000000000, propagate_forward_time: 62.0385665894, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9684371948
validation[          , genome 18380] predictions:    9873/  10000 (98.73%), best:    9878/10000 (98.78%), error:       395.83163, best error:       357.86496 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 785.3338623047s, input_fired_time: 11.3175172806, output_fired_time: 11.7105007172, propagate_forward_time: 292.5069580078, propagate_backward_time: 458.3920288086, weight_update_time: 1.3398845196, other_time: 11.4068603516
epoch time: 54.4598159790s, input_fired_time: 1.1331568956, output_fired_time: 0.0000000000, propagate_forward_time: 51.4085273743, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9181327820
validation[          , genome 18380] predictions:    9871/  10000 (98.71%), best:    9878/10000 (98.78%), error:       415.00833, best error:       357.86496 on epoch:    54, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 644.1279296875s, input_fired_time: 10.0744237900, output_fired_time: 9.4429931641, propagate_forward_time: 238.6729888916, propagate_backward_time: 374.9201049805, weight_update_time: 1.2255698442, other_time: 11.0174560547
epoch time: 42.7504844666s, input_fired_time: 0.9751633406, output_fired_time: 0.0000000000, propagate_forward_time: 39.9992218018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7761001587
validation[          , genome 18380] predictions:    9879/  10000 (98.79%), best:    9878/10000 (98.78%), error:       377.90384, best error:       357.86496 on epoch:    54, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 773.5082397461s, input_fired_time: 11.2530794144, output_fired_time: 11.5371809006, propagate_forward_time: 288.2984619141, propagate_backward_time: 451.0347290039, weight_update_time: 1.3319947720, other_time: 11.3848266602
epoch time: 70.9779357910s, input_fired_time: 1.3260819912, output_fired_time: 0.0000000000, propagate_forward_time: 67.6629867554, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9888687134
validation[          , genome 18380] predictions:    9875/  10000 (98.75%), best:    9878/10000 (98.78%), error:       397.64114, best error:       357.86496 on epoch:    54, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 631.1622314453s, input_fired_time: 9.9213457108, output_fired_time: 9.1927652359, propagate_forward_time: 233.9455718994, propagate_backward_time: 367.2084960938, weight_update_time: 1.2095447779, other_time: 10.8941040039
epoch time: 55.0225677490s, input_fired_time: 1.1452566385, output_fired_time: 0.0000000000, propagate_forward_time: 51.9274406433, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9498710632
validation[          , genome 18380] predictions:    9877/  10000 (98.77%), best:    9878/10000 (98.78%), error:       401.56024, best error:       357.86496 on epoch:    54, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 727.4932861328s, input_fired_time: 10.7452297211, output_fired_time: 10.7519121170, propagate_forward_time: 270.0455932617, propagate_backward_time: 424.9375305176, weight_update_time: 1.2806771994, other_time: 11.0130310059
epoch time: 48.1616325378s, input_fired_time: 1.0402343273, output_fired_time: 0.0000000000, propagate_forward_time: 45.3199310303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8014678955
validation[          , genome 18380] predictions:    9872/  10000 (98.72%), best:    9878/10000 (98.78%), error:       422.65161, best error:       357.86496 on epoch:    54, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 717.5277099609s, input_fired_time: 10.7184724808, output_fired_time: 10.6289062500, propagate_forward_time: 266.3898925781, propagate_backward_time: 418.5227966309, weight_update_time: 1.2837463617, other_time: 11.2676696777
epoch time: 46.3031311035s, input_fired_time: 1.0347440243, output_fired_time: 0.0000000000, propagate_forward_time: 43.3905487061, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8778381348
validation[          , genome 18380] predictions:    9879/  10000 (98.79%), best:    9878/10000 (98.78%), error:       414.37442, best error:       357.86496 on epoch:    54, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 800.4371337891s, input_fired_time: 11.5027713776, output_fired_time: 11.9654245377, propagate_forward_time: 298.8423461914, propagate_backward_time: 466.5759887695, weight_update_time: 1.3515154123, other_time: 11.5505981445
epoch time: 41.6841888428s, input_fired_time: 0.9632346630, output_fired_time: 0.0000000000, propagate_forward_time: 38.9478759766, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7730789185
validation[          , genome 18380] predictions:    9888/  10000 (98.88%), best:    9878/10000 (98.78%), error:       380.22314, best error:       357.86496 on epoch:    54, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 792.3414306641s, input_fired_time: 11.3510160446, output_fired_time: 11.7988891602, propagate_forward_time: 295.1426391602, propagate_backward_time: 462.8475036621, weight_update_time: 1.3352801800, other_time: 11.2013854980
epoch time: 71.5562438965s, input_fired_time: 1.3439317942, output_fired_time: 0.0000000000, propagate_forward_time: 68.2367172241, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9755935669
validation[          , genome 18380] predictions:    9890/  10000 (98.90%), best:    9878/10000 (98.78%), error:       366.41370, best error:       357.86496 on epoch:    54, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 745.0546875000s, input_fired_time: 10.9618921280, output_fired_time: 11.0492076874, propagate_forward_time: 277.4895935059, propagate_backward_time: 434.3890686035, weight_update_time: 1.3006482124, other_time: 11.1649169922
epoch time: 71.5784378052s, input_fired_time: 1.3478468657, output_fired_time: 0.0000000000, propagate_forward_time: 68.2438888550, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9867019653
validation[          , genome 18380] predictions:    9885/  10000 (98.85%), best:    9878/10000 (98.78%), error:       382.16153, best error:       357.86496 on epoch:    54, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 752.9558715820s, input_fired_time: 11.0328979492, output_fired_time: 11.2055759430, propagate_forward_time: 280.1071472168, propagate_backward_time: 439.4060668945, weight_update_time: 1.3094738722, other_time: 11.2041931152
epoch time: 67.6739654541s, input_fired_time: 1.2993119955, output_fired_time: 0.0000000000, propagate_forward_time: 64.4520263672, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9226303101
validation[          , genome 18380] predictions:    9885/  10000 (98.85%), best:    9878/10000 (98.78%), error:       360.40271, best error:       357.86496 on epoch:    54, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 775.0569458008s, input_fired_time: 11.2574253082, output_fired_time: 11.5371408463, propagate_forward_time: 288.7244262695, propagate_backward_time: 452.2176818848, weight_update_time: 1.3299453259, other_time: 11.3202209473
epoch time: 57.7544441223s, input_fired_time: 1.1688367128, output_fired_time: 0.0000000000, propagate_forward_time: 54.7006950378, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8849105835
validation[          , genome 18380] predictions:    9877/  10000 (98.77%), best:    9878/10000 (98.78%), error:       396.36505, best error:       357.86496 on epoch:    54, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 758.9426879883s, input_fired_time: 11.0759792328, output_fired_time: 11.2652463913, propagate_forward_time: 282.2617492676, propagate_backward_time: 443.1328430176, weight_update_time: 1.3156106472, other_time: 11.2068481445
epoch time: 71.3522567749s, input_fired_time: 1.3443336487, output_fired_time: 0.0000000000, propagate_forward_time: 68.0251464844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9827728271
validation[          , genome 18380] predictions:    9891/  10000 (98.91%), best:    9878/10000 (98.78%), error:       389.74277, best error:       357.86496 on epoch:    54, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 686.6541748047s, input_fired_time: 10.4771661758, output_fired_time: 10.2073411942, propagate_forward_time: 254.7548065186, propagate_backward_time: 400.0179138184, weight_update_time: 1.2670304775, other_time: 11.1969299316
epoch time: 63.1224555969s, input_fired_time: 1.2408713102, output_fired_time: 0.0000000000, propagate_forward_time: 59.9301948547, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9513893127
validation[          , genome 18380] predictions:    9887/  10000 (98.87%), best:    9878/10000 (98.78%), error:       370.18655, best error:       357.86496 on epoch:    54, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 816.4771118164s, input_fired_time: 11.5897274017, output_fired_time: 12.1852369308, propagate_forward_time: 304.3668518066, propagate_backward_time: 476.9724426270, weight_update_time: 1.3609652519, other_time: 11.3628540039
epoch time: 71.4030456543s, input_fired_time: 1.3403762579, output_fired_time: 0.0000000000, propagate_forward_time: 68.1208419800, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9418258667
validation[          , genome 18380] predictions:    9891/  10000 (98.91%), best:    9878/10000 (98.78%), error:       380.87064, best error:       357.86496 on epoch:    54, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 850.0780029297s, input_fired_time: 11.9469251633, output_fired_time: 12.8218460083, propagate_forward_time: 317.8581237793, propagate_backward_time: 495.9443054199, weight_update_time: 1.3950458765, other_time: 11.5068359375
epoch time: 71.7079315186s, input_fired_time: 1.3494383097, output_fired_time: 0.0000000000, propagate_forward_time: 68.3796386719, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9788513184
validation[          , genome 18380] predictions:    9892/  10000 (98.92%), best:    9878/10000 (98.78%), error:       390.13727, best error:       357.86496 on epoch:    54, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 774.2716064453s, input_fired_time: 11.2435035706, output_fired_time: 11.5450229645, propagate_forward_time: 289.2619018555, propagate_backward_time: 450.9866333008, weight_update_time: 1.3267825842, other_time: 11.2344970703
epoch time: 49.3972358704s, input_fired_time: 1.0681080818, output_fired_time: 0.0000000000, propagate_forward_time: 46.5013847351, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8277435303
validation[          , genome 18380] predictions:    9890/  10000 (98.90%), best:    9878/10000 (98.78%), error:       365.96249, best error:       357.86496 on epoch:    54, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 757.1692504883s, input_fired_time: 11.0404586792, output_fired_time: 11.2224025726, propagate_forward_time: 281.6356201172, propagate_backward_time: 442.1598815918, weight_update_time: 1.3066213131, other_time: 11.1108703613
epoch time: 67.2441024780s, input_fired_time: 1.2809368372, output_fired_time: 0.0000000000, propagate_forward_time: 64.0481643677, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9150009155
validation[          , genome 18380] predictions:    9880/  10000 (98.80%), best:    9878/10000 (98.78%), error:       382.58655, best error:       357.86496 on epoch:    54, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 709.8744506836s, input_fired_time: 10.6098260880, output_fired_time: 10.4465742111, propagate_forward_time: 263.9893493652, propagate_backward_time: 413.8619079590, weight_update_time: 1.2684806585, other_time: 10.9667968750
epoch time: 56.9413719177s, input_fired_time: 1.1548899412, output_fired_time: 0.0000000000, propagate_forward_time: 53.9367790222, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8497047424
validation[          , genome 18380] predictions:    9893/  10000 (98.93%), best:    9878/10000 (98.78%), error:       376.62540, best error:       357.86496 on epoch:    54, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 758.6253051758s, input_fired_time: 11.0775213242, output_fired_time: 11.2443552017, propagate_forward_time: 282.8917846680, propagate_backward_time: 442.3001403809, weight_update_time: 1.3141276836, other_time: 11.1114807129
epoch time: 66.3223419189s, input_fired_time: 1.2805637121, output_fired_time: 0.0000000000, propagate_forward_time: 63.1351242065, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9066543579
validation[          , genome 18380] predictions:    9900/  10000 (99.00%), best:    9900/10000 (99.00%), error:       351.56372, best error:       351.56372 on epoch:    74, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 774.8874511719s, input_fired_time: 11.2540159225, output_fired_time: 11.5300645828, propagate_forward_time: 289.2925109863, propagate_backward_time: 451.6187438965, weight_update_time: 1.3245909214, other_time: 11.1920776367
epoch time: 61.5746650696s, input_fired_time: 1.2204303741, output_fired_time: 0.0000000000, propagate_forward_time: 58.4576263428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8966064453
validation[          , genome 18380] predictions:    9894/  10000 (98.94%), best:    9900/10000 (99.00%), error:       373.57990, best error:       351.56372 on epoch:    74, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 696.3700561523s, input_fired_time: 10.5855665207, output_fired_time: 10.2612771988, propagate_forward_time: 258.6155700684, propagate_backward_time: 405.6597595215, weight_update_time: 1.2680956125, other_time: 11.2478637695
epoch time: 48.8390541077s, input_fired_time: 1.0730332136, output_fired_time: 0.0000000000, propagate_forward_time: 45.8612022400, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9048194885
validation[          , genome 18380] predictions:    9889/  10000 (98.89%), best:    9900/10000 (99.00%), error:       362.90070, best error:       351.56372 on epoch:    74, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 706.1216430664s, input_fired_time: 10.6854524612, output_fired_time: 10.3963432312, propagate_forward_time: 262.2551879883, propagate_backward_time: 411.5147094727, weight_update_time: 1.2779898643, other_time: 11.2699584961
epoch time: 63.5564384460s, input_fired_time: 1.2438045740, output_fired_time: 0.0000000000, propagate_forward_time: 60.4267120361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8859214783
validation[          , genome 18380] predictions:    9896/  10000 (98.96%), best:    9900/10000 (99.00%), error:       379.72073, best error:       351.56372 on epoch:    74, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 674.1231079102s, input_fired_time: 10.3856267929, output_fired_time: 9.9020977020, propagate_forward_time: 249.9609680176, propagate_backward_time: 392.7724914551, weight_update_time: 1.2473294735, other_time: 11.1019287109
epoch time: 54.7489128113s, input_fired_time: 1.1325311661, output_fired_time: 0.0000000000, propagate_forward_time: 51.7807617188, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8356208801
validation[          , genome 18380] predictions:    9891/  10000 (98.91%), best:    9900/10000 (99.00%), error:       375.02286, best error:       351.56372 on epoch:    74, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 734.6375732422s, input_fired_time: 10.8607025146, output_fired_time: 10.8451919556, propagate_forward_time: 273.3493347168, propagate_backward_time: 428.5757141113, weight_update_time: 1.2861423492, other_time: 11.0065917969
epoch time: 55.5309524536s, input_fired_time: 1.1494418383, output_fired_time: 0.0000000000, propagate_forward_time: 52.4690399170, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9124717712
validation[          , genome 18380] predictions:    9890/  10000 (98.90%), best:    9900/10000 (99.00%), error:       369.34290, best error:       351.56372 on epoch:    74, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 715.8492431641s, input_fired_time: 10.7876462936, output_fired_time: 10.5752553940, propagate_forward_time: 266.5436096191, propagate_backward_time: 416.6585388184, weight_update_time: 1.2868838310, other_time: 11.2841796875
epoch time: 71.6966857910s, input_fired_time: 1.3476427794, output_fired_time: 0.0000000000, propagate_forward_time: 68.3684539795, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9805908203
validation[          , genome 18380] predictions:    9888/  10000 (98.88%), best:    9900/10000 (99.00%), error:       407.75412, best error:       351.56372 on epoch:    74, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 697.9650268555s, input_fired_time: 10.5586376190, output_fired_time: 10.2768640518, propagate_forward_time: 259.6893615723, propagate_backward_time: 406.4249572754, weight_update_time: 1.2596677542, other_time: 11.0151977539
epoch time: 42.1215934753s, input_fired_time: 0.9788489342, output_fired_time: 0.0000000000, propagate_forward_time: 39.3527488708, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7899971008
validation[          , genome 18380] predictions:    9886/  10000 (98.86%), best:    9900/10000 (99.00%), error:       378.32095, best error:       351.56372 on epoch:    74, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 670.5340576172s, input_fired_time: 10.3077192307, output_fired_time: 9.7954435349, propagate_forward_time: 249.1095428467, propagate_backward_time: 390.4658813477, weight_update_time: 1.2365751266, other_time: 10.8554077148
epoch time: 42.0188827515s, input_fired_time: 0.9794809222, output_fired_time: 0.0000000000, propagate_forward_time: 39.2351760864, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8042259216
validation[          , genome 18380] predictions:    9895/  10000 (98.95%), best:    9900/10000 (99.00%), error:       375.03925, best error:       351.56372 on epoch:    74, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 679.4678955078s, input_fired_time: 10.3969068527, output_fired_time: 9.9795236588, propagate_forward_time: 252.2155151367, propagate_backward_time: 395.9122009277, weight_update_time: 1.2492177486, other_time: 10.9637145996
epoch time: 71.4173202515s, input_fired_time: 1.3426272869, output_fired_time: 0.0000000000, propagate_forward_time: 68.1518859863, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9228057861
validation[          , genome 18380] predictions:    9901/  10000 (99.01%), best:    9900/10000 (99.00%), error:       372.18570, best error:       351.56372 on epoch:    74, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 740.8033447266s, input_fired_time: 11.0046024323, output_fired_time: 11.0181140900, propagate_forward_time: 275.4992065430, propagate_backward_time: 431.9178161621, weight_update_time: 1.3072024584, other_time: 11.3636169434
epoch time: 60.5087013245s, input_fired_time: 1.2186979055, output_fired_time: 0.0000000000, propagate_forward_time: 57.3507041931, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9393005371
validation[          , genome 18380] predictions:    9886/  10000 (98.86%), best:    9900/10000 (99.00%), error:       386.21075, best error:       351.56372 on epoch:    74, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 712.5877685547s, input_fired_time: 10.7623815536, output_fired_time: 10.5549993515, propagate_forward_time: 264.8208618164, propagate_backward_time: 415.1091308594, weight_update_time: 1.2865948677, other_time: 11.3403930664
epoch time: 68.9999618530s, input_fired_time: 1.3234553337, output_fired_time: 0.0000000000, propagate_forward_time: 65.6924285889, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9840774536
validation[          , genome 18380] predictions:    9890/  10000 (98.90%), best:    9900/10000 (99.00%), error:       382.76617, best error:       351.56372 on epoch:    74, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 655.0061645508s, input_fired_time: 10.2120647430, output_fired_time: 9.5768623352, propagate_forward_time: 243.5110778809, propagate_backward_time: 380.7544555664, weight_update_time: 1.2322853804, other_time: 10.9517517090
epoch time: 62.6228370667s, input_fired_time: 1.2393640280, output_fired_time: 0.0000000000, propagate_forward_time: 59.4453620911, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9381103516
validation[          , genome 18380] predictions:    9891/  10000 (98.91%), best:    9900/10000 (99.00%), error:       392.21417, best error:       351.56372 on epoch:    74, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 736.6756591797s, input_fired_time: 10.9924974442, output_fired_time: 10.9538078308, propagate_forward_time: 273.9130554199, propagate_backward_time: 429.3775939941, weight_update_time: 1.3066070080, other_time: 11.4387207031
epoch time: 71.5965728760s, input_fired_time: 1.3544565439, output_fired_time: 0.0000000000, propagate_forward_time: 68.2588195801, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9832992554
validation[          , genome 18380] predictions:    9897/  10000 (98.97%), best:    9900/10000 (99.00%), error:       379.61685, best error:       351.56372 on epoch:    74, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 774.9630126953s, input_fired_time: 11.2987871170, output_fired_time: 11.5390644073, propagate_forward_time: 289.0016784668, propagate_backward_time: 451.8231811523, weight_update_time: 1.3276475668, other_time: 11.3003234863
epoch time: 71.0096435547s, input_fired_time: 1.3385165930, output_fired_time: 0.0000000000, propagate_forward_time: 67.7185821533, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9525451660
validation[          , genome 18380] predictions:    9887/  10000 (98.87%), best:    9900/10000 (99.00%), error:       380.69217, best error:       351.56372 on epoch:    74, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 725.6013183594s, input_fired_time: 10.8588085175, output_fired_time: 10.7553958893, propagate_forward_time: 269.6546630859, propagate_backward_time: 423.0444946289, weight_update_time: 1.2907634974, other_time: 11.2879638672
epoch time: 61.7481346130s, input_fired_time: 1.2268172503, output_fired_time: 0.0000000000, propagate_forward_time: 58.6367874146, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8845291138
validation[          , genome 18380] predictions:    9889/  10000 (98.89%), best:    9900/10000 (99.00%), error:       392.80099, best error:       351.56372 on epoch:    74, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 751.0530395508s, input_fired_time: 11.0221748352, output_fired_time: 11.1164064407, propagate_forward_time: 279.7694702148, propagate_backward_time: 437.9727478027, weight_update_time: 1.3069268465, other_time: 11.1722717285
epoch time: 57.3086051941s, input_fired_time: 1.1786139011, output_fired_time: 0.0000000000, propagate_forward_time: 54.2072410583, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9227485657
validation[          , genome 18380] predictions:    9885/  10000 (98.85%), best:    9900/10000 (99.00%), error:       406.10983, best error:       351.56372 on epoch:    74, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 682.5122680664s, input_fired_time: 10.4191389084, output_fired_time: 9.9703502655, propagate_forward_time: 253.7764282227, propagate_backward_time: 397.4850769043, weight_update_time: 1.2444468737, other_time: 10.8612976074
epoch time: 71.7019653320s, input_fired_time: 1.3566043377, output_fired_time: 0.0000000000, propagate_forward_time: 68.4022521973, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9431076050
validation[          , genome 18380] predictions:    9889/  10000 (98.89%), best:    9900/10000 (99.00%), error:       399.17661, best error:       351.56372 on epoch:    74, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 710.8251953125s, input_fired_time: 10.6920490265, output_fired_time: 10.4585247040, propagate_forward_time: 264.6481323242, propagate_backward_time: 413.9823303223, weight_update_time: 1.2718888521, other_time: 11.0441589355
epoch time: 42.2166862488s, input_fired_time: 0.9823116660, output_fired_time: 0.0000000000, propagate_forward_time: 39.4442977905, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7900772095
validation[          , genome 18380] predictions:    9893/  10000 (98.93%), best:    9900/10000 (99.00%), error:       379.53659, best error:       351.56372 on epoch:    74, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 742.6975708008s, input_fired_time: 11.0033397675, output_fired_time: 11.0263652802, propagate_forward_time: 276.1085510254, propagate_backward_time: 433.2472839355, weight_update_time: 1.3019814491, other_time: 11.3120117188
epoch time: 61.4381980896s, input_fired_time: 1.2253901958, output_fired_time: 0.0000000000, propagate_forward_time: 58.2616004944, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9512062073
validation[          , genome 18380] predictions:    9892/  10000 (98.92%), best:    9900/10000 (99.00%), error:       389.85715, best error:       351.56372 on epoch:    74, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 755.0296020508s, input_fired_time: 11.1152286530, output_fired_time: 11.2386989594, propagate_forward_time: 281.8782043457, propagate_backward_time: 439.5874023438, weight_update_time: 1.3122644424, other_time: 11.2100524902
epoch time: 55.7844657898s, input_fired_time: 1.1641917229, output_fired_time: 0.0000000000, propagate_forward_time: 52.6994438171, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9208297729
validation[          , genome 18380] predictions:    9886/  10000 (98.86%), best:    9900/10000 (99.00%), error:       397.51706, best error:       351.56372 on epoch:    74, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 740.1239624023s, input_fired_time: 10.9957494736, output_fired_time: 10.9673910141, propagate_forward_time: 275.7141418457, propagate_backward_time: 431.2160644531, weight_update_time: 1.3032913208, other_time: 11.2306213379
epoch time: 71.6486053467s, input_fired_time: 1.3500241041, output_fired_time: 0.0000000000, propagate_forward_time: 68.3681182861, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9304656982
validation[          , genome 18380] predictions:    9888/  10000 (98.88%), best:    9900/10000 (99.00%), error:       403.02255, best error:       351.56372 on epoch:    74, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 720.9113159180s, input_fired_time: 10.8352928162, output_fired_time: 10.6688261032, propagate_forward_time: 268.1758422852, propagate_backward_time: 419.9185180664, weight_update_time: 1.2838015556, other_time: 11.3128662109
epoch time: 59.3610916138s, input_fired_time: 1.2087193727, output_fired_time: 0.0000000000, propagate_forward_time: 56.1930007935, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9593696594
validation[          , genome 18380] predictions:    9886/  10000 (98.86%), best:    9900/10000 (99.00%), error:       392.01190, best error:       351.56372 on epoch:    74, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 816.5836791992s, input_fired_time: 11.6809244156, output_fired_time: 12.2189645767, propagate_forward_time: 304.6031799316, propagate_backward_time: 476.6913757324, weight_update_time: 1.3598681688, other_time: 11.3892211914
epoch time: 47.4114379883s, input_fired_time: 1.0641283989, output_fired_time: 0.0000000000, propagate_forward_time: 44.4214248657, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9258842468
validation[          , genome 18380] predictions:    9882/  10000 (98.82%), best:    9900/10000 (99.00%), error:       394.08890, best error:       351.56372 on epoch:    74, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 684.7238159180s, input_fired_time: 10.5318059921, output_fired_time: 10.1023559570, propagate_forward_time: 253.4594116211, propagate_backward_time: 399.2606811523, weight_update_time: 1.2627556324, other_time: 11.3695678711
epoch time: 44.6162567139s, input_fired_time: 1.0300682783, output_fired_time: 0.0000000000, propagate_forward_time: 41.6652030945, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9209861755
validation[          , genome 18380] predictions:    9879/  10000 (98.79%), best:    9900/10000 (99.00%), error:       394.86224, best error:       351.56372 on epoch:    74, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 644.0728759766s, input_fired_time: 10.1487474442, output_fired_time: 9.3942775726, propagate_forward_time: 238.2937622070, propagate_backward_time: 375.0203247070, weight_update_time: 1.2252507210, other_time: 11.2157592773
epoch time: 61.9369468689s, input_fired_time: 1.2306734324, output_fired_time: 0.0000000000, propagate_forward_time: 58.8253555298, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8809165955
validation[          , genome 18380] predictions:    9888/  10000 (98.88%), best:    9900/10000 (99.00%), error:       389.53061, best error:       351.56372 on epoch:    74, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 723.9730834961s, input_fired_time: 10.8314027786, output_fired_time: 10.6709222794, propagate_forward_time: 269.7662963867, propagate_backward_time: 421.5865173340, weight_update_time: 1.2826656103, other_time: 11.1179504395
epoch time: 71.4336395264s, input_fired_time: 1.3572399616, output_fired_time: 0.0000000000, propagate_forward_time: 68.0845260620, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9918746948
validation[          , genome 18380] predictions:    9887/  10000 (98.87%), best:    9900/10000 (99.00%), error:       391.51859, best error:       351.56372 on epoch:    74, 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: 338.8263549805s, input_fired_time: 6.5924301147, output_fired_time: 0.0000000000, propagate_forward_time: 322.3519287109, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 9.8819885254
best training[          , genome 18380] predictions:   49999/  50000 (100.00%), best:    9900/10000 (99.00%), error:       110.87543, best error:       351.56372 on epoch:    74, 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: 71.8292465210s, input_fired_time: 1.3488641977, output_fired_time: 0.0000000000, propagate_forward_time: 68.4781112671, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0022735596
   testing[          , genome 18380] predictions:    9906/  10000 (99.06%), best:    9900/10000 (99.00%), error:       290.51950, best error:       351.56372 on epoch:    74, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
19:19:00 (14940): called boinc_finish(0)

</stderr_txt>
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