Nameexact_genome_1512568488_42_3060_0
Workunit2586537
Created7 Dec 2017, 2:48:29 UTC
Sent7 Dec 2017, 2:52:51 UTC
Report deadline9 Dec 2017, 21:40:20 UTC
Received7 Dec 2017, 4:32:05 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57938
Run time1 hours 38 min 55 sec
CPU time1 hours 35 min 44 sec
Validate stateValid
Credit695.75
Device peak FLOPS2.90 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size151.39 MB
Peak swap size156.24 MB
Peak disk usage1.43 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
ut_fired_time: 0.0602620356, output_fired_time: 0.0000000000, propagate_forward_time: 4.0931458473, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4225335121
validation[          , genome  3060] predictions:    9449/  10000 (94.49%), best:    9487/10000 (94.87%), error:      1867.64978, best error:      1798.45105 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 52.3799324036s, input_fired_time: 0.4861176014, output_fired_time: 0.5075607896, propagate_forward_time: 20.3797492981, propagate_backward_time: 28.5830421448, weight_update_time: 0.1296606064, other_time: 2.4234619141
epoch time: 4.5981359482s, input_fired_time: 0.0613743030, output_fired_time: 0.0000000000, propagate_forward_time: 4.1093521118, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4274096489
validation[          , genome  3060] predictions:    9337/  10000 (93.37%), best:    9487/10000 (94.87%), error:      2209.18091, best error:      1798.45105 on epoch:    11, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 51.7693634033s, input_fired_time: 0.4823459387, output_fired_time: 0.5059937835, propagate_forward_time: 20.0465011597, propagate_backward_time: 28.3040695190, weight_update_time: 0.1295904964, other_time: 2.4304542542
epoch time: 4.6429395676s, input_fired_time: 0.0615532957, output_fired_time: 0.0000000000, propagate_forward_time: 4.1505446434, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4308414459
validation[          , genome  3060] predictions:    9395/  10000 (93.95%), best:    9487/10000 (94.87%), error:      2042.73462, best error:      1798.45105 on epoch:    11, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 51.0947723389s, input_fired_time: 0.4764122069, output_fired_time: 0.5042258501, propagate_forward_time: 19.7437438965, propagate_backward_time: 27.9642105103, weight_update_time: 0.1278519332, other_time: 2.4061775208
epoch time: 4.4944076538s, input_fired_time: 0.0610712171, output_fired_time: 0.0000000000, propagate_forward_time: 4.0138621330, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4194741249
validation[          , genome  3060] predictions:    9421/  10000 (94.21%), best:    9487/10000 (94.87%), error:      1912.26294, best error:      1798.45105 on epoch:    11, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 51.2862586975s, input_fired_time: 0.4767664969, output_fired_time: 0.5003499985, propagate_forward_time: 19.9788951874, propagate_backward_time: 28.0039958954, weight_update_time: 0.1257457137, other_time: 2.3262519836
epoch time: 4.7786149979s, input_fired_time: 0.0656376705, output_fired_time: 0.0000000000, propagate_forward_time: 4.2707614899, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4422159195
validation[          , genome  3060] predictions:    9456/  10000 (94.56%), best:    9487/10000 (94.87%), error:      1834.87781, best error:      1798.45105 on epoch:    11, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 52.5780715942s, input_fired_time: 0.4884686768, output_fired_time: 0.5109472871, propagate_forward_time: 20.5209636688, propagate_backward_time: 28.6552619934, weight_update_time: 0.1304913163, other_time: 2.4024295807
epoch time: 4.5837621689s, input_fired_time: 0.0625570342, output_fired_time: 0.0000000000, propagate_forward_time: 4.1008367538, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4203681946
validation[          , genome  3060] predictions:    9480/  10000 (94.80%), best:    9487/10000 (94.87%), error:      1814.55981, best error:      1798.45105 on epoch:    11, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 52.1460800171s, input_fired_time: 0.4847283661, output_fired_time: 0.5080684423, propagate_forward_time: 20.2268581390, propagate_backward_time: 28.4929027557, weight_update_time: 0.1298842281, other_time: 2.4335212708
epoch time: 4.6030554771s, input_fired_time: 0.0624557436, output_fired_time: 0.0000000000, propagate_forward_time: 4.1070561409, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4335436821
validation[          , genome  3060] predictions:    9500/  10000 (95.00%), best:    9500/10000 (95.00%), error:      1722.84802, best error:      1722.84802 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 51.3543777466s, input_fired_time: 0.4782060981, output_fired_time: 0.5006799698, propagate_forward_time: 19.9653625488, propagate_backward_time: 28.0363292694, weight_update_time: 0.1277878433, other_time: 2.3738002777
epoch time: 4.5813350677s, input_fired_time: 0.0616153404, output_fired_time: 0.0000000000, propagate_forward_time: 4.0869531631, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4327664375
validation[          , genome  3060] predictions:    9492/  10000 (94.92%), best:    9500/10000 (95.00%), error:      1775.48767, best error:      1722.84802 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 51.6932334900s, input_fired_time: 0.4828048050, output_fired_time: 0.5072479844, propagate_forward_time: 20.0606212616, propagate_backward_time: 28.2414474487, weight_update_time: 0.1298367828, other_time: 2.4011135101
epoch time: 4.6137881279s, input_fired_time: 0.0622316971, output_fired_time: 0.0000000000, propagate_forward_time: 4.1244344711, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4271221161
validation[          , genome  3060] predictions:    9307/  10000 (93.07%), best:    9500/10000 (95.00%), error:      2247.90967, best error:      1722.84802 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 52.2299728394s, input_fired_time: 0.4815219939, output_fired_time: 0.5072132349, propagate_forward_time: 20.3875389099, propagate_backward_time: 28.5188159943, weight_update_time: 0.1275091022, other_time: 2.3348827362
epoch time: 4.6134109497s, input_fired_time: 0.0617483072, output_fired_time: 0.0000000000, propagate_forward_time: 4.1215686798, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4300937653
validation[          , genome  3060] predictions:    9504/  10000 (95.04%), best:    9500/10000 (95.00%), error:      1794.74609, best error:      1722.84802 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 52.5413131714s, input_fired_time: 0.4887934625, output_fired_time: 0.5110111833, propagate_forward_time: 20.4627685547, propagate_backward_time: 28.7042179108, weight_update_time: 0.1284305304, other_time: 2.3745212555
epoch time: 4.6838436127s, input_fired_time: 0.0622312650, output_fired_time: 0.0000000000, propagate_forward_time: 4.1895680428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4320445061
validation[          , genome  3060] predictions:    9389/  10000 (93.89%), best:    9500/10000 (95.00%), error:      2029.32861, best error:      1722.84802 on epoch:    20, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 52.1841735840s, input_fired_time: 0.4826889038, output_fired_time: 0.5088388920, propagate_forward_time: 20.3469867706, propagate_backward_time: 28.4829044342, weight_update_time: 0.1276980042, other_time: 2.3627548218
epoch time: 4.6765484810s, input_fired_time: 0.0639800057, output_fired_time: 0.0000000000, propagate_forward_time: 4.1774487495, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4351196289
validation[          , genome  3060] predictions:    9297/  10000 (92.97%), best:    9500/10000 (95.00%), error:      2355.53711, best error:      1722.84802 on epoch:    20, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 52.5653381348s, input_fired_time: 0.4857730567, output_fired_time: 0.5094436407, propagate_forward_time: 20.5208587646, propagate_backward_time: 28.7013702393, weight_update_time: 0.1291611642, other_time: 2.3478927612
epoch time: 4.6407995224s, input_fired_time: 0.0628030002, output_fired_time: 0.0000000000, propagate_forward_time: 4.1524157524, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4255809784
validation[          , genome  3060] predictions:    9457/  10000 (94.57%), best:    9500/10000 (95.00%), error:      1806.91895, best error:      1722.84802 on epoch:    20, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 50.8929901123s, input_fired_time: 0.4795183241, output_fired_time: 0.5042729974, propagate_forward_time: 19.5517330170, propagate_backward_time: 27.9503059387, weight_update_time: 0.1271796376, other_time: 2.4071598053
epoch time: 4.6299238205s, input_fired_time: 0.0633707345, output_fired_time: 0.0000000000, propagate_forward_time: 4.1352138519, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4313392639
validation[          , genome  3060] predictions:    9387/  10000 (93.87%), best:    9500/10000 (95.00%), error:      2020.79785, best error:      1722.84802 on epoch:    20, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 51.8489151001s, input_fired_time: 0.4827569425, output_fired_time: 0.5034931302, propagate_forward_time: 20.2124195099, propagate_backward_time: 28.2859859467, weight_update_time: 0.1277252734, other_time: 2.3642578125
epoch time: 4.8761920929s, input_fired_time: 0.0652511418, output_fired_time: 0.0000000000, propagate_forward_time: 4.3674993515, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4434413910
validation[          , genome  3060] predictions:    9497/  10000 (94.97%), best:    9497/10000 (94.97%), error:      1720.19788, best error:      1720.19788 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 52.5586090088s, input_fired_time: 0.4869593084, output_fired_time: 0.5111511350, propagate_forward_time: 20.4404621124, propagate_backward_time: 28.7099533081, weight_update_time: 0.1295414418, other_time: 2.4100856781
epoch time: 4.5731992722s, input_fired_time: 0.0615153536, output_fired_time: 0.0000000000, propagate_forward_time: 4.0936226845, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4180612564
validation[          , genome  3060] predictions:    9533/  10000 (95.33%), best:    9533/10000 (95.33%), error:      1640.63318, best error:      1640.63318 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 51.7783813477s, input_fired_time: 0.4856938124, output_fired_time: 0.5060088038, propagate_forward_time: 20.1767520905, propagate_backward_time: 28.2499809265, weight_update_time: 0.1275889874, other_time: 2.3599452972
epoch time: 4.5340943336s, input_fired_time: 0.0619487539, output_fired_time: 0.0000000000, propagate_forward_time: 4.0420718193, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4300737381
validation[          , genome  3060] predictions:    9433/  10000 (94.33%), best:    9533/10000 (95.33%), error:      1868.87573, best error:      1640.63318 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 52.6186256409s, input_fired_time: 0.4872070849, output_fired_time: 0.5101467371, propagate_forward_time: 20.5372295380, propagate_backward_time: 28.7195549011, weight_update_time: 0.1291075051, other_time: 2.3644886017
epoch time: 4.6093630791s, input_fired_time: 0.0606498979, output_fired_time: 0.0000000000, propagate_forward_time: 4.1178841591, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4308290482
validation[          , genome  3060] predictions:    9378/  10000 (93.78%), best:    9533/10000 (95.33%), error:      2041.53528, best error:      1640.63318 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 52.7265434265s, input_fired_time: 0.5205440521, output_fired_time: 0.5142068863, propagate_forward_time: 20.5542507172, propagate_backward_time: 28.7180213928, weight_update_time: 0.1316334158, other_time: 2.4195232391
epoch time: 4.5667877197s, input_fired_time: 0.0620362088, output_fired_time: 0.0000000000, propagate_forward_time: 4.0825028419, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4222488403
validation[          , genome  3060] predictions:    9475/  10000 (94.75%), best:    9533/10000 (95.33%), error:      1801.14429, best error:      1640.63318 on epoch:    29, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 52.7310981750s, input_fired_time: 0.4930950999, output_fired_time: 0.5132631063, propagate_forward_time: 20.5691528320, propagate_backward_time: 28.7740383148, weight_update_time: 0.1288871318, other_time: 2.3815479279
epoch time: 4.6868443489s, input_fired_time: 0.0637737587, output_fired_time: 0.0000000000, propagate_forward_time: 4.1961421967, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4269285202
validation[          , genome  3060] predictions:    9456/  10000 (94.56%), best:    9533/10000 (95.33%), error:      1806.55591, best error:      1640.63318 on epoch:    29, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 52.1429214478s, input_fired_time: 0.4863559008, output_fired_time: 0.5060033202, propagate_forward_time: 20.2672386169, propagate_backward_time: 28.4738025665, weight_update_time: 0.1304724813, other_time: 2.4095211029
epoch time: 4.5035743713s, input_fired_time: 0.0611323901, output_fired_time: 0.0000000000, propagate_forward_time: 4.0221452713, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4202966690
validation[          , genome  3060] predictions:    9312/  10000 (93.12%), best:    9533/10000 (95.33%), error:      2277.16479, best error:      1640.63318 on epoch:    29, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 51.4953041077s, input_fired_time: 0.4825367332, output_fired_time: 0.5068407059, propagate_forward_time: 19.7363948822, propagate_backward_time: 28.3254718781, weight_update_time: 0.1288209110, other_time: 2.4440612793
epoch time: 4.4893932343s, input_fired_time: 0.0634675920, output_fired_time: 0.0000000000, propagate_forward_time: 3.9901454449, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4357802868
validation[          , genome  3060] predictions:    9472/  10000 (94.72%), best:    9533/10000 (95.33%), error:      1845.62024, best error:      1640.63318 on epoch:    29, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 51.7779273987s, input_fired_time: 0.4846523404, output_fired_time: 0.5025574565, propagate_forward_time: 20.1822338104, propagate_backward_time: 28.2560958862, weight_update_time: 0.1300359666, other_time: 2.3523883820
epoch time: 4.5687012672s, input_fired_time: 0.0625298619, output_fired_time: 0.0000000000, propagate_forward_time: 4.0886564255, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4175148010
validation[          , genome  3060] predictions:    9420/  10000 (94.20%), best:    9533/10000 (95.33%), error:      1925.51404, best error:      1640.63318 on epoch:    29, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 52.5082015991s, input_fired_time: 0.4930189252, output_fired_time: 0.5078480244, propagate_forward_time: 20.4995937347, propagate_backward_time: 28.5944118500, weight_update_time: 0.1303354651, other_time: 2.4133300781
epoch time: 4.5872364044s, input_fired_time: 0.0616050512, output_fired_time: 0.0000000000, propagate_forward_time: 4.1038856506, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4217457771
validation[          , genome  3060] predictions:    9478/  10000 (94.78%), best:    9533/10000 (95.33%), error:      1773.59375, best error:      1640.63318 on epoch:    29, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 51.6815719604s, input_fired_time: 0.4852818549, output_fired_time: 0.5063234568, propagate_forward_time: 20.0783596039, propagate_backward_time: 28.2156257629, weight_update_time: 0.1274207383, other_time: 2.3959789276
epoch time: 4.6824908257s, input_fired_time: 0.0626878887, output_fired_time: 0.0000000000, propagate_forward_time: 4.1876502037, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4321527481
validation[          , genome  3060] predictions:    9508/  10000 (95.08%), best:    9533/10000 (95.33%), error:      1673.42773, best error:      1640.63318 on epoch:    29, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 51.3821334839s, input_fired_time: 0.4820177257, output_fired_time: 0.5028570890, propagate_forward_time: 19.9337673187, propagate_backward_time: 28.0978889465, weight_update_time: 0.1272772104, other_time: 2.3656024933
epoch time: 4.5745124817s, input_fired_time: 0.0615394190, output_fired_time: 0.0000000000, propagate_forward_time: 4.0946216583, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4183511734
validation[          , genome  3060] predictions:    9520/  10000 (95.20%), best:    9533/10000 (95.33%), error:      1659.35632, best error:      1640.63318 on epoch:    29, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 52.2146339417s, input_fired_time: 0.4899482131, output_fired_time: 0.5051440001, propagate_forward_time: 20.3401317596, propagate_backward_time: 28.5164375305, weight_update_time: 0.1288812608, other_time: 2.3629741669
epoch time: 4.5815362930s, input_fired_time: 0.0622495599, output_fired_time: 0.0000000000, propagate_forward_time: 4.0952534676, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4240331650
validation[          , genome  3060] predictions:    9463/  10000 (94.63%), best:    9533/10000 (95.33%), error:      1817.70056, best error:      1640.63318 on epoch:    29, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 52.3717651367s, input_fired_time: 0.4925896227, output_fired_time: 0.5056750178, propagate_forward_time: 20.3630428314, propagate_backward_time: 28.6421394348, weight_update_time: 0.1281149834, other_time: 2.3683185577
epoch time: 4.5388584137s, input_fired_time: 0.0613778532, output_fired_time: 0.0000000000, propagate_forward_time: 4.0447230339, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4327573776
validation[          , genome  3060] predictions:    9438/  10000 (94.38%), best:    9533/10000 (95.33%), error:      1930.56006, best error:      1640.63318 on epoch:    29, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 52.9788589478s, input_fired_time: 0.4926573932, output_fired_time: 0.5135228634, propagate_forward_time: 20.7169303894, propagate_backward_time: 28.8418445587, weight_update_time: 0.1297948956, other_time: 2.4139041901
epoch time: 4.2923383713s, input_fired_time: 0.0580295064, output_fired_time: 0.0000000000, propagate_forward_time: 3.8236842155, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4106245041
validation[          , genome  3060] predictions:    9484/  10000 (94.84%), best:    9533/10000 (95.33%), error:      1719.67407, best error:      1640.63318 on epoch:    29, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 51.8183860779s, input_fired_time: 0.4855092168, output_fired_time: 0.5111439824, propagate_forward_time: 20.2165107727, propagate_backward_time: 28.2443618774, weight_update_time: 0.1278881282, other_time: 2.3608627319
epoch time: 4.5931234360s, input_fired_time: 0.0609194413, output_fired_time: 0.0000000000, propagate_forward_time: 4.1128826141, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4193215370
validation[          , genome  3060] predictions:    9426/  10000 (94.26%), best:    9533/10000 (95.33%), error:      1888.99512, best error:      1640.63318 on epoch:    29, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 52.2279663086s, input_fired_time: 0.4882791042, output_fired_time: 0.5074632168, propagate_forward_time: 20.3668060303, propagate_backward_time: 28.4743766785, weight_update_time: 0.1296421736, other_time: 2.3910446167
epoch time: 4.6952958107s, input_fired_time: 0.0638724118, output_fired_time: 0.0000000000, propagate_forward_time: 4.2035503387, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4278731346
validation[          , genome  3060] predictions:    9496/  10000 (94.96%), best:    9533/10000 (95.33%), error:      1768.39478, best error:      1640.63318 on epoch:    29, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 51.4016036987s, input_fired_time: 0.4847311378, output_fired_time: 0.5018273592, propagate_forward_time: 20.0822544098, propagate_backward_time: 27.9941215515, weight_update_time: 0.1283116639, other_time: 2.3386707306
epoch time: 4.4952754974s, input_fired_time: 0.0624481775, output_fired_time: 0.0000000000, propagate_forward_time: 4.0114388466, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4213886261
validation[          , genome  3060] predictions:    9444/  10000 (94.44%), best:    9533/10000 (95.33%), error:      1844.67139, best error:      1640.63318 on epoch:    29, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 50.8124465942s, input_fired_time: 0.4814136624, output_fired_time: 0.4979909360, propagate_forward_time: 19.6645469666, propagate_backward_time: 27.7994403839, weight_update_time: 0.1266405880, other_time: 2.3690547943
epoch time: 4.7791938782s, input_fired_time: 0.0642545074, output_fired_time: 0.0000000000, propagate_forward_time: 4.2747960091, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4401435852
validation[          , genome  3060] predictions:    9541/  10000 (95.41%), best:    9541/10000 (95.41%), error:      1594.26135, best error:      1594.26135 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 52.5929298401s, input_fired_time: 0.4927471280, output_fired_time: 0.5101934671, propagate_forward_time: 20.4502983093, propagate_backward_time: 28.7587623596, weight_update_time: 0.1288049668, other_time: 2.3809280396
epoch time: 4.5782198906s, input_fired_time: 0.0640014336, output_fired_time: 0.0000000000, propagate_forward_time: 4.0895853043, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4246330261
validation[          , genome  3060] predictions:    9549/  10000 (95.49%), best:    9541/10000 (95.41%), error:      1626.03125, best error:      1594.26135 on epoch:    46, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 51.9388389587s, input_fired_time: 0.4916682541, output_fired_time: 0.5078300834, propagate_forward_time: 20.1676177979, propagate_backward_time: 28.3824214935, weight_update_time: 0.1294436455, other_time: 2.3892993927
epoch time: 4.6130867004s, input_fired_time: 0.0640290678, output_fired_time: 0.0000000000, propagate_forward_time: 4.1205477715, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4285097122
validation[          , genome  3060] predictions:    9544/  10000 (95.44%), best:    9541/10000 (95.41%), error:      1618.57129, best error:      1594.26135 on epoch:    46, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 52.2105178833s, input_fired_time: 0.4886294305, output_fired_time: 0.5026534796, propagate_forward_time: 20.3723602295, propagate_backward_time: 28.4751796722, weight_update_time: 0.1274498552, other_time: 2.3716945648
epoch time: 4.9215388298s, input_fired_time: 0.0655640066, output_fired_time: 0.0000000000, propagate_forward_time: 4.4107832909, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4451913834
validation[          , genome  3060] predictions:    9470/  10000 (94.70%), best:    9541/10000 (95.41%), error:      1806.48877, best error:      1594.26135 on epoch:    46, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 52.2621345520s, input_fired_time: 0.4890914559, output_fired_time: 0.5074712038, propagate_forward_time: 20.4388980865, propagate_backward_time: 28.4307212830, weight_update_time: 0.1295346916, other_time: 2.3959522247
epoch time: 4.5370016098s, input_fired_time: 0.0638028011, output_fired_time: 0.0000000000, propagate_forward_time: 4.0454339981, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4277648926
validation[          , genome  3060] predictions:    9556/  10000 (95.56%), best:    9541/10000 (95.41%), error:      1597.13123, best error:      1594.26135 on epoch:    46, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 52.3563385010s, input_fired_time: 0.4900501668, output_fired_time: 0.5062131882, propagate_forward_time: 20.4831600189, propagate_backward_time: 28.4922142029, weight_update_time: 0.1289919764, other_time: 2.3846988678
epoch time: 4.5969562531s, input_fired_time: 0.0631734803, output_fired_time: 0.0000000000, propagate_forward_time: 4.1012296677, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4325532913
validation[          , genome  3060] predictions:    9459/  10000 (94.59%), best:    9541/10000 (95.41%), error:      1814.64624, best error:      1594.26135 on epoch:    46, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 51.8434371948s, input_fired_time: 0.4889781475, output_fired_time: 0.5056166649, propagate_forward_time: 20.1900806427, propagate_backward_time: 28.2835941315, weight_update_time: 0.1283251643, other_time: 2.3751678467
epoch time: 4.5366411209s, input_fired_time: 0.0612020083, output_fired_time: 0.0000000000, propagate_forward_time: 4.0566620827, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4187769890
validation[          , genome  3060] predictions:    9528/  10000 (95.28%), best:    9541/10000 (95.41%), error:      1662.99756, best error:      1594.26135 on epoch:    46, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 52.4547615051s, input_fired_time: 0.4915008545, output_fired_time: 0.5095659494, propagate_forward_time: 20.4659023285, propagate_backward_time: 28.6157627106, weight_update_time: 0.1298480630, other_time: 2.3720283508
epoch time: 4.6190137863s, input_fired_time: 0.0614028536, output_fired_time: 0.0000000000, propagate_forward_time: 4.1325073242, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4251036644
validation[          , genome  3060] predictions:    9413/  10000 (94.13%), best:    9541/10000 (95.41%), error:      1970.50745, best error:      1594.26135 on epoch:    46, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 52.7353057861s, input_fired_time: 0.4915083945, output_fired_time: 0.5124261975, propagate_forward_time: 20.5700302124, propagate_backward_time: 28.7707424164, weight_update_time: 0.1313343346, other_time: 2.3906002045
epoch time: 4.5176906586s, input_fired_time: 0.0613586642, output_fired_time: 0.0000000000, propagate_forward_time: 4.0323767662, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4239554405
validation[          , genome  3060] predictions:    9259/  10000 (92.59%), best:    9541/10000 (95.41%), error:      2500.72729, best error:      1594.26135 on epoch:    46, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 52.7114067078s, input_fired_time: 0.4922016263, output_fired_time: 0.5091118217, propagate_forward_time: 20.5449237823, propagate_backward_time: 28.7708778381, weight_update_time: 0.1290062815, other_time: 2.3942890167
epoch time: 4.5792207718s, input_fired_time: 0.0636202395, output_fired_time: 0.0000000000, propagate_forward_time: 4.0870671272, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4285335541
validation[          , genome  3060] predictions:    9532/  10000 (95.32%), best:    9541/10000 (95.41%), error:      1623.55823, best error:      1594.26135 on epoch:    46, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 52.1222534180s, input_fired_time: 0.4874682724, output_fired_time: 0.5072233081, propagate_forward_time: 20.3121299744, propagate_backward_time: 28.4539260864, weight_update_time: 0.1292449832, other_time: 2.3615036011
epoch time: 4.6091551781s, input_fired_time: 0.0630306080, output_fired_time: 0.0000000000, propagate_forward_time: 4.1271429062, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4189815521
validation[          , genome  3060] predictions:    9520/  10000 (95.20%), best:    9541/10000 (95.41%), error:      1654.69238, best error:      1594.26135 on epoch:    46, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 51.7938385010s, input_fired_time: 0.4873732924, output_fired_time: 0.5033031702, propagate_forward_time: 20.2116355896, propagate_backward_time: 28.2403106689, weight_update_time: 0.1283303946, other_time: 2.3512153625
epoch time: 4.5705828667s, input_fired_time: 0.0629891679, output_fired_time: 0.0000000000, propagate_forward_time: 4.0787529945, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4288406372
validation[          , genome  3060] predictions:    9530/  10000 (95.30%), best:    9541/10000 (95.41%), error:      1600.81323, best error:      1594.26135 on epoch:    46, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 52.3890495300s, input_fired_time: 0.4919713736, output_fired_time: 0.5097422004, propagate_forward_time: 20.4306030273, propagate_backward_time: 28.5588169098, weight_update_time: 0.1303085834, other_time: 2.3979167938
epoch time: 4.5508289337s, input_fired_time: 0.0625208840, output_fired_time: 0.0000000000, propagate_forward_time: 4.0596361160, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4286718369
validation[          , genome  3060] predictions:    9519/  10000 (95.19%), best:    9541/10000 (95.41%), error:      1639.16431, best error:      1594.26135 on epoch:    46, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 52.0080375671s, input_fired_time: 0.4939453006, output_fired_time: 0.5054125786, propagate_forward_time: 20.2802009583, propagate_backward_time: 28.3708934784, weight_update_time: 0.1284715533, other_time: 2.3575839996
epoch time: 4.6315560341s, input_fired_time: 0.0628043115, output_fired_time: 0.0000000000, propagate_forward_time: 4.1487607956, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4199910164
validation[          , genome  3060] predictions:    9503/  10000 (95.03%), best:    9541/10000 (95.41%), error:      1710.08899, best error:      1594.26135 on epoch:    46, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 52.6574440002s, input_fired_time: 0.4923113883, output_fired_time: 0.5121698976, propagate_forward_time: 20.5345993042, propagate_backward_time: 28.7385845184, weight_update_time: 0.1313293725, other_time: 2.3797817230
epoch time: 4.6144394875s, input_fired_time: 0.0623660497, output_fired_time: 0.0000000000, propagate_forward_time: 4.1319141388, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4201593399
validation[          , genome  3060] predictions:    9520/  10000 (95.20%), best:    9541/10000 (95.41%), error:      1627.58826, best error:      1594.26135 on epoch:    46, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 50.6223411560s, input_fired_time: 0.4816557467, output_fired_time: 0.5018100739, propagate_forward_time: 19.3768367767, propagate_backward_time: 27.8103656769, weight_update_time: 0.1276068985, other_time: 2.4516754150
epoch time: 4.6605858803s, input_fired_time: 0.0642700791, output_fired_time: 0.0000000000, propagate_forward_time: 4.1618371010, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4344787598
validation[          , genome  3060] predictions:    9471/  10000 (94.71%), best:    9541/10000 (95.41%), error:      1802.36389, best error:      1594.26135 on epoch:    46, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 52.5672607422s, input_fired_time: 0.4916968644, output_fired_time: 0.5072779059, propagate_forward_time: 20.5119876862, propagate_backward_time: 28.7077407837, weight_update_time: 0.1312128901, other_time: 2.3485584259
epoch time: 4.6023073196s, input_fired_time: 0.0628949553, output_fired_time: 0.0000000000, propagate_forward_time: 4.1038084030, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4356040955
validation[          , genome  3060] predictions:    9544/  10000 (95.44%), best:    9541/10000 (95.41%), error:      1622.39258, best error:      1594.26135 on epoch:    46, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 52.8606414795s, input_fired_time: 0.4961434007, output_fired_time: 0.5100225210, propagate_forward_time: 20.5740413666, propagate_backward_time: 28.8547687531, weight_update_time: 0.1338061988, other_time: 2.4256668091
epoch time: 4.6264662743s, input_fired_time: 0.0638983101, output_fired_time: 0.0000000000, propagate_forward_time: 4.1339082718, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4286599159
validation[          , genome  3060] predictions:    9497/  10000 (94.97%), best:    9541/10000 (95.41%), error:      1731.39709, best error:      1594.26135 on epoch:    46, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 52.8814811707s, input_fired_time: 0.4992680252, output_fired_time: 0.5145663619, propagate_forward_time: 20.6046810150, propagate_backward_time: 28.8311882019, weight_update_time: 0.1316873580, other_time: 2.4317798615
epoch time: 4.6422939301s, input_fired_time: 0.0622303896, output_fired_time: 0.0000000000, propagate_forward_time: 4.1633658409, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4166975021
validation[          , genome  3060] predictions:    9552/  10000 (95.52%), best:    9552/10000 (95.52%), error:      1582.80554, best error:      1582.80554 on epoch:    64, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 52.3268051147s, input_fired_time: 0.4946741760, output_fired_time: 0.5091138482, propagate_forward_time: 20.4102191925, propagate_backward_time: 28.5071334839, weight_update_time: 0.1287898272, other_time: 2.4056644440
epoch time: 4.6008157730s, input_fired_time: 0.0626681969, output_fired_time: 0.0000000000, propagate_forward_time: 4.1208777428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4172697067
validation[          , genome  3060] predictions:    9555/  10000 (95.55%), best:    9552/10000 (95.52%), error:      1585.66492, best error:      1582.80554 on epoch:    64, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 52.7183952332s, input_fired_time: 0.4935542345, output_fired_time: 0.5114858150, propagate_forward_time: 20.5916614532, propagate_backward_time: 28.7246437073, weight_update_time: 0.1297748536, other_time: 2.3970508575
epoch time: 4.6480007172s, input_fired_time: 0.0639978573, output_fired_time: 0.0000000000, propagate_forward_time: 4.1503529549, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4336500168
validation[          , genome  3060] predictions:    9528/  10000 (95.28%), best:    9552/10000 (95.52%), error:      1644.74561, best error:      1582.80554 on epoch:    64, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 52.2164459229s, input_fired_time: 0.4931495786, output_fired_time: 0.5118719339, propagate_forward_time: 20.3389511108, propagate_backward_time: 28.4973392487, weight_update_time: 0.1284643412, other_time: 2.3751354218
epoch time: 4.6657714844s, input_fired_time: 0.0629333258, output_fired_time: 0.0000000000, propagate_forward_time: 4.1777892113, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4250488281
validation[          , genome  3060] predictions:    9568/  10000 (95.68%), best:    9568/10000 (95.68%), error:      1565.56360, best error:      1565.56360 on epoch:    67, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 50.3977966309s, input_fired_time: 0.4819259942, output_fired_time: 0.5056570768, propagate_forward_time: 19.2307472229, propagate_backward_time: 27.7478942871, weight_update_time: 0.1273989081, other_time: 2.4315719604
epoch time: 4.6109561920s, input_fired_time: 0.0635648891, output_fired_time: 0.0000000000, propagate_forward_time: 4.1191859245, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4282054901
validation[          , genome  3060] predictions:    9541/  10000 (95.41%), best:    9568/10000 (95.68%), error:      1594.61963, best error:      1565.56360 on epoch:    67, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 52.0751800537s, input_fired_time: 0.4970728457, output_fired_time: 0.5078440905, propagate_forward_time: 20.2570972443, propagate_backward_time: 28.3911590576, weight_update_time: 0.1309080720, other_time: 2.4220066071
epoch time: 4.5572032928s, input_fired_time: 0.0625244901, output_fired_time: 0.0000000000, propagate_forward_time: 4.0718026161, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4228763580
validation[          , genome  3060] predictions:    9549/  10000 (95.49%), best:    9568/10000 (95.68%), error:      1573.15271, best error:      1565.56360 on epoch:    67, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 52.9309463501s, input_fired_time: 0.4954504073, output_fired_time: 0.5144425631, propagate_forward_time: 20.6005039215, propagate_backward_time: 28.9448242188, weight_update_time: 0.1303162426, other_time: 2.3757266998
epoch time: 4.5626211166s, input_fired_time: 0.0638912022, output_fired_time: 0.0000000000, propagate_forward_time: 4.0655546188, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4331750870
validation[          , genome  3060] predictions:    9515/  10000 (95.15%), best:    9568/10000 (95.68%), error:      1735.22437, best error:      1565.56360 on epoch:    67, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 51.9403190613s, input_fired_time: 0.4928282797, output_fired_time: 0.5106883645, propagate_forward_time: 20.1145839691, propagate_backward_time: 28.4294624329, weight_update_time: 0.1282658279, other_time: 2.3927555084
epoch time: 4.1158738136s, input_fired_time: 0.0588275455, output_fired_time: 0.0000000000, propagate_forward_time: 3.6636776924, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3933687210
validation[          , genome  3060] predictions:    9553/  10000 (95.53%), best:    9568/10000 (95.68%), error:      1579.64771, best error:      1565.56360 on epoch:    67, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 52.7216720581s, input_fired_time: 0.5019373298, output_fired_time: 0.5117596984, propagate_forward_time: 20.5236988068, propagate_backward_time: 28.7484436035, weight_update_time: 0.1288050264, other_time: 2.4358310699
epoch time: 4.6767358780s, input_fired_time: 0.0639081672, output_fired_time: 0.0000000000, propagate_forward_time: 4.1814780235, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4313497543
validation[          , genome  3060] predictions:    9556/  10000 (95.56%), best:    9556/10000 (95.56%), error:      1550.86707, best error:      1550.86707 on epoch:    72, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 51.8655815125s, input_fired_time: 0.4898986220, output_fired_time: 0.5025093555, propagate_forward_time: 20.2262496948, propagate_backward_time: 28.2594661713, weight_update_time: 0.1292941570, other_time: 2.3874568939
epoch time: 4.3023905754s, input_fired_time: 0.0599473715, output_fired_time: 0.0000000000, propagate_forward_time: 3.8333137035, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4091293812
validation[          , genome  3060] predictions:    9528/  10000 (95.28%), best:    9556/10000 (95.56%), error:      1589.11108, best error:      1550.86707 on epoch:    72, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 49.8586730957s, input_fired_time: 0.4802602232, output_fired_time: 0.4865234494, propagate_forward_time: 19.3231849670, propagate_backward_time: 27.2337455750, weight_update_time: 0.1238692775, other_time: 2.3349609375
epoch time: 4.5700383186s, input_fired_time: 0.0642785951, output_fired_time: 0.0000000000, propagate_forward_time: 4.0665001869, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4392595291
validation[          , genome  3060] predictions:    9531/  10000 (95.31%), best:    9556/10000 (95.56%), error:      1624.81958, best error:      1550.86707 on epoch:    72, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 52.0726623535s, input_fired_time: 0.4922721982, output_fired_time: 0.5070942044, propagate_forward_time: 20.2909641266, propagate_backward_time: 28.4145526886, weight_update_time: 0.1284639388, other_time: 2.3677787781
epoch time: 4.6885199547s, input_fired_time: 0.0646088794, output_fired_time: 0.0000000000, propagate_forward_time: 4.1864838600, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4374270439
validation[          , genome  3060] predictions:    9545/  10000 (95.45%), best:    9556/10000 (95.56%), error:      1617.04395, best error:      1550.86707 on epoch:    72, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 52.1968421936s, input_fired_time: 0.4921471477, output_fired_time: 0.5067757368, propagate_forward_time: 20.3935585022, propagate_backward_time: 28.4299049377, weight_update_time: 0.1308932602, other_time: 2.3744583130
epoch time: 4.6359510422s, input_fired_time: 0.0645985901, output_fired_time: 0.0000000000, propagate_forward_time: 4.1443762779, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4269762039
validation[          , genome  3060] predictions:    9486/  10000 (94.86%), best:    9556/10000 (95.56%), error:      1740.48938, best error:      1550.86707 on epoch:    72, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 52.3177566528s, input_fired_time: 0.4983667731, output_fired_time: 0.5081021190, propagate_forward_time: 20.4214935303, propagate_backward_time: 28.4939250946, weight_update_time: 0.1286902130, other_time: 2.3958683014
epoch time: 4.5836105347s, input_fired_time: 0.0644914731, output_fired_time: 0.0000000000, propagate_forward_time: 4.0875902176, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4315290451
validation[          , genome  3060] predictions:    9547/  10000 (95.47%), best:    9556/10000 (95.56%), error:      1596.14783, best error:      1550.86707 on epoch:    72, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 52.4341773987s, input_fired_time: 0.4959999919, output_fired_time: 0.5107007027, propagate_forward_time: 20.4587020874, propagate_backward_time: 28.5831565857, weight_update_time: 0.1295275539, other_time: 2.3856201172
epoch time: 4.5993194580s, input_fired_time: 0.0631832927, output_fired_time: 0.0000000000, propagate_forward_time: 4.1078515053, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4282846451
validation[          , genome  3060] predictions:    9563/  10000 (95.63%), best:    9563/10000 (95.63%), error:      1550.81348, best error:      1550.81348 on epoch:    78, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 50.9451141357s, input_fired_time: 0.4860286713, output_fired_time: 0.5014299154, propagate_forward_time: 19.6826248169, propagate_backward_time: 27.8875217438, weight_update_time: 0.1283401251, other_time: 2.3875064850
epoch time: 4.5168833733s, input_fired_time: 0.0629520714, output_fired_time: 0.0000000000, propagate_forward_time: 4.0350952148, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4188361168
validation[          , genome  3060] predictions:    9454/  10000 (94.54%), best:    9563/10000 (95.63%), error:      1881.44189, best error:      1550.81348 on epoch:    78, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 52.2018127441s, input_fired_time: 0.4970059991, output_fired_time: 0.5108761191, propagate_forward_time: 20.2659339905, propagate_backward_time: 28.5150604248, weight_update_time: 0.1286544949, other_time: 2.4129371643
epoch time: 4.6706204414s, input_fired_time: 0.0645013154, output_fired_time: 0.0000000000, propagate_forward_time: 4.1749701500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4311490059
validation[          , genome  3060] predictions:    9551/  10000 (95.51%), best:    9563/10000 (95.63%), error:      1592.36877, best error:      1550.81348 on epoch:    78, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 51.1772575378s, input_fired_time: 0.4856949151, output_fired_time: 0.5030491948, propagate_forward_time: 19.9357242584, propagate_backward_time: 27.8931827545, weight_update_time: 0.1257788092, other_time: 2.3596076965
epoch time: 4.6433067322s, input_fired_time: 0.0635390207, output_fired_time: 0.0000000000, propagate_forward_time: 4.1488695145, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4308981895
validation[          , genome  3060] predictions:    9519/  10000 (95.19%), best:    9563/10000 (95.63%), error:      1673.78906, best error:      1550.81348 on epoch:    78, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 51.5106735229s, input_fired_time: 0.4945882559, output_fired_time: 0.5008743405, propagate_forward_time: 20.1175022125, propagate_backward_time: 28.0468788147, weight_update_time: 0.1281086206, other_time: 2.3508319855
epoch time: 4.7929039001s, input_fired_time: 0.0656506121, output_fired_time: 0.0000000000, propagate_forward_time: 4.2891263962, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4381270409
validation[          , genome  3060] predictions:    9418/  10000 (94.18%), best:    9563/10000 (95.63%), error:      1953.23071, best error:      1550.81348 on epoch:    78, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 52.1429443359s, input_fired_time: 0.4920737743, output_fired_time: 0.5045071244, propagate_forward_time: 20.2386608124, propagate_backward_time: 28.5184650421, weight_update_time: 0.1279935688, other_time: 2.3892364502
epoch time: 4.6370387077s, input_fired_time: 0.0642741174, output_fired_time: 0.0000000000, propagate_forward_time: 4.1421160698, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4306483269
validation[          , genome  3060] predictions:    9540/  10000 (95.40%), best:    9563/10000 (95.63%), error:      1611.31067, best error:      1550.81348 on epoch:    78, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 52.2845420837s, input_fired_time: 0.4964282513, output_fired_time: 0.5090674162, propagate_forward_time: 20.3809413910, propagate_backward_time: 28.5035858154, weight_update_time: 0.1286331564, other_time: 2.3945178986
epoch time: 4.6181015968s, input_fired_time: 0.0659505203, output_fired_time: 0.0000000000, propagate_forward_time: 4.1203184128, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4318327904
validation[          , genome  3060] predictions:    9447/  10000 (94.47%), best:    9563/10000 (95.63%), error:      1886.06030, best error:      1550.81348 on epoch:    78, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 52.3802490234s, input_fired_time: 0.5020847917, output_fired_time: 0.5145556331, propagate_forward_time: 20.4786224365, propagate_backward_time: 28.4624195099, weight_update_time: 0.1292972565, other_time: 2.4225635529
epoch time: 4.5478711128s, input_fired_time: 0.0636845157, output_fired_time: 0.0000000000, propagate_forward_time: 4.0637111664, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4204754829
validation[          , genome  3060] predictions:    9589/  10000 (95.89%), best:    9589/10000 (95.89%), error:      1519.25806, best error:      1519.25806 on epoch:    85, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 52.4344787598s, input_fired_time: 0.4972576797, output_fired_time: 0.5103613138, propagate_forward_time: 20.3356800079, propagate_backward_time: 28.6477603912, weight_update_time: 0.1306371689, other_time: 2.4434204102
epoch time: 4.6298942566s, input_fired_time: 0.0639219955, output_fired_time: 0.0000000000, propagate_forward_time: 4.1335096359, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4324626923
validation[          , genome  3060] predictions:    9547/  10000 (95.47%), best:    9589/10000 (95.89%), error:      1598.60938, best error:      1519.25806 on epoch:    85, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 52.4125442505s, input_fired_time: 0.4953545332, output_fired_time: 0.5072288513, propagate_forward_time: 20.4905757904, propagate_backward_time: 28.5661754608, weight_update_time: 0.1272824407, other_time: 2.3532104492
epoch time: 4.3116183281s, input_fired_time: 0.0631618723, output_fired_time: 0.0000000000, propagate_forward_time: 3.8170788288, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4313776493
validation[          , genome  3060] predictions:    9572/  10000 (95.72%), best:    9589/10000 (95.89%), error:      1557.95374, best error:      1519.25806 on epoch:    85, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 52.4997100830s, input_fired_time: 0.5014140010, output_fired_time: 0.5098125339, propagate_forward_time: 20.4680919647, propagate_backward_time: 28.6120185852, weight_update_time: 0.1312615573, other_time: 2.4083728790
epoch time: 4.5926337242s, input_fired_time: 0.0630373135, output_fired_time: 0.0000000000, propagate_forward_time: 4.1093325615, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4202637672
validation[          , genome  3060] predictions:    9566/  10000 (95.66%), best:    9566/10000 (95.66%), error:      1518.02258, best error:      1518.02258 on epoch:    88, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 51.6341247559s, input_fired_time: 0.4916379452, output_fired_time: 0.5009176731, propagate_forward_time: 20.0482826233, propagate_backward_time: 28.2429885864, weight_update_time: 0.1260801405, other_time: 2.3502960205
epoch time: 4.5631265640s, input_fired_time: 0.0648204163, output_fired_time: 0.0000000000, propagate_forward_time: 4.0801377296, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4181685448
validation[          , genome  3060] predictions:    9567/  10000 (95.67%), best:    9566/10000 (95.66%), error:      1541.67297, best error:      1518.02258 on epoch:    88, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 52.5523147583s, input_fired_time: 0.4972434342, output_fired_time: 0.5101776719, propagate_forward_time: 20.5263652802, propagate_backward_time: 28.6334342957, weight_update_time: 0.1307367086, other_time: 2.3850955963
epoch time: 4.5039019585s, input_fired_time: 0.0627784431, output_fired_time: 0.0000000000, propagate_forward_time: 4.0282411575, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4128823280
validation[          , genome  3060] predictions:    9553/  10000 (95.53%), best:    9566/10000 (95.66%), error:      1591.28088, best error:      1518.02258 on epoch:    88, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 51.9248733521s, input_fired_time: 0.5031540990, output_fired_time: 0.5068869591, propagate_forward_time: 20.2044734955, propagate_backward_time: 28.3335189819, weight_update_time: 0.1273807883, other_time: 2.3768405914
epoch time: 4.5702910423s, input_fired_time: 0.0638362765, output_fired_time: 0.0000000000, propagate_forward_time: 4.0741195679, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4323353767
validation[          , genome  3060] predictions:    9535/  10000 (95.35%), best:    9566/10000 (95.66%), error:      1628.70813, best error:      1518.02258 on epoch:    88, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 51.6968078613s, input_fired_time: 0.4950296879, output_fired_time: 0.5065250993, propagate_forward_time: 20.1114578247, propagate_backward_time: 28.2105903625, weight_update_time: 0.1266959310, other_time: 2.3732032776
epoch time: 4.5741114616s, input_fired_time: 0.0630806386, output_fired_time: 0.0000000000, propagate_forward_time: 4.0908732414, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4201574326
validation[          , genome  3060] predictions:    9552/  10000 (95.52%), best:    9566/10000 (95.66%), error:      1591.19141, best error:      1518.02258 on epoch:    88, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 52.2027091980s, input_fired_time: 0.4952695966, output_fired_time: 0.5074592233, propagate_forward_time: 20.3988265991, propagate_backward_time: 28.4482994080, weight_update_time: 0.1290981770, other_time: 2.3528556824
epoch time: 4.5692195892s, input_fired_time: 0.0641370863, output_fired_time: 0.0000000000, propagate_forward_time: 4.0828342438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4222483635
validation[          , genome  3060] predictions:    9561/  10000 (95.61%), best:    9566/10000 (95.66%), error:      1597.12207, best error:      1518.02258 on epoch:    88, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 52.3286247253s, input_fired_time: 0.4960864782, output_fired_time: 0.5086876154, propagate_forward_time: 20.4053859711, propagate_backward_time: 28.5406112671, weight_update_time: 0.1300060451, other_time: 2.3778553009
epoch time: 4.6292238235s, input_fired_time: 0.0638165995, output_fired_time: 0.0000000000, propagate_forward_time: 4.1454257965, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4199814796
validation[          , genome  3060] predictions:    9478/  10000 (94.78%), best:    9566/10000 (95.66%), error:      1798.49011, best error:      1518.02258 on epoch:    88, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 51.8665504456s, input_fired_time: 0.4948435128, output_fired_time: 0.5038526654, propagate_forward_time: 20.2606658936, propagate_backward_time: 28.2494163513, weight_update_time: 0.1272003651, other_time: 2.3577728271
epoch time: 4.4467830658s, input_fired_time: 0.0622374900, output_fired_time: 0.0000000000, propagate_forward_time: 3.9672009945, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4173448086
validation[          , genome  3060] predictions:    9551/  10000 (95.51%), best:    9566/10000 (95.66%), error:      1627.40540, best error:      1518.02258 on epoch:    88, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 50.7508316040s, input_fired_time: 0.4859407842, output_fired_time: 0.4887824655, propagate_forward_time: 19.8164901733, propagate_backward_time: 27.6477279663, weight_update_time: 0.1247776449, other_time: 2.3118934631
epoch time: 4.5829939842s, input_fired_time: 0.0641031638, output_fired_time: 0.0000000000, propagate_forward_time: 4.0895338058, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4293570518
validation[          , genome  3060] predictions:    9578/  10000 (95.78%), best:    9566/10000 (95.66%), error:      1546.82593, best error:      1518.02258 on epoch:    88, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 51.9318504333s, input_fired_time: 0.4942856133, output_fired_time: 0.5023697019, propagate_forward_time: 20.3041248322, propagate_backward_time: 28.2801265717, weight_update_time: 0.1268486083, other_time: 2.3509445190
epoch time: 4.5986189842s, input_fired_time: 0.0639915913, output_fired_time: 0.0000000000, propagate_forward_time: 4.1134934425, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4211339951
validation[          , genome  3060] predictions:    9571/  10000 (95.71%), best:    9566/10000 (95.66%), error:      1545.34900, best error:      1518.02258 on epoch:    88, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 52.5523948669s, input_fired_time: 0.4997428060, output_fired_time: 0.5074905753, propagate_forward_time: 20.5145645142, propagate_backward_time: 28.7127742767, weight_update_time: 0.1284144670, other_time: 2.3178195953
epoch time: 4.5220160484s, input_fired_time: 0.0642303973, output_fired_time: 0.0000000000, propagate_forward_time: 4.0425972939, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4151883125
validation[          , genome  3060] predictions:    9563/  10000 (95.63%), best:    9566/10000 (95.66%), error:      1588.08032, best error:      1518.02258 on epoch:    88, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 51.8498344421s, input_fired_time: 0.4958183765, output_fired_time: 0.5012806058, propagate_forward_time: 20.2299270630, propagate_backward_time: 28.2372398376, weight_update_time: 0.1280600280, other_time: 2.3855667114
epoch time: 4.6168360710s, input_fired_time: 0.0653720796, output_fired_time: 0.0000000000, propagate_forward_time: 4.1180591583, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4334049225
validation[          , genome  3060] predictions:    9567/  10000 (95.67%), best:    9566/10000 (95.66%), error:      1549.82690, best error:      1518.02258 on epoch:    88, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 51.8755035400s, input_fired_time: 0.4965895414, output_fired_time: 0.5069497824, propagate_forward_time: 20.0966224670, propagate_backward_time: 28.3438720703, weight_update_time: 0.1288218647, other_time: 2.4314689636
epoch time: 4.5707874298s, input_fired_time: 0.0648347065, output_fired_time: 0.0000000000, propagate_forward_time: 4.0784502029, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4275026321
validation[          , genome  3060] predictions:    9557/  10000 (95.57%), best:    9566/10000 (95.66%), error:      1559.18433, best error:      1518.02258 on epoch:    88, 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: 23.2311592102s, input_fired_time: 0.3226982057, output_fired_time: 0.0000000000, propagate_forward_time: 20.6553611755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2530994415
best training[          , genome  3060] predictions:   48465/  50000 (96.93%), best:    9566/10000 (95.66%), error:      5396.26074, best error:      1518.02258 on epoch:    88, 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: 4.2861490250s, input_fired_time: 0.0630253106, output_fired_time: 0.0000000000, propagate_forward_time: 3.7228205204, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5003030300
   testing[          , genome  3060] predictions:    9614/  10000 (96.14%), best:    9566/10000 (95.66%), error:      1364.41833, best error:      1518.02258 on epoch:    88, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
12:31:53 (736): called boinc_finish(0)

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