Nameexact_genome_1518178202_51_18360_2
Workunit2992189
Created9 Feb 2018, 17:04:26 UTC
Sent9 Feb 2018, 17:25:56 UTC
Report deadline11 Mar 2018, 0:02:33 UTC
Received10 Feb 2018, 20:19:49 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID70684
Run time20 hours 40 min 18 sec
CPU time20 hours 40 min 17 sec
Validate stateInitial
Credit0.00
Device peak FLOPS3.04 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size173.22 MB
Peak swap size175.89 MB
Peak disk usage3.19 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
00 (97.95%), best:    9840/10000 (98.40%), error:       661.76624, best error:       495.88477 on epoch:    10, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 609.1357421875s, input_fired_time: 9.3604078293, output_fired_time: 9.1397075653, propagate_forward_time: 228.9217071533, propagate_backward_time: 351.5652770996, weight_update_time: 1.1926860809, other_time: 10.1486511230
epoch time: 37.6888046265s, input_fired_time: 0.8456904292, output_fired_time: 0.0000000000, propagate_forward_time: 35.1794013977, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6637115479
validation[          , genome 18360] predictions:    9832/  10000 (98.32%), best:    9840/10000 (98.40%), error:       578.53741, best error:       495.88477 on epoch:    10, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 768.3490600586s, input_fired_time: 10.8275032043, output_fired_time: 11.7681522369, propagate_forward_time: 290.3526611328, propagate_backward_time: 444.8513183594, weight_update_time: 1.3309063911, other_time: 10.5494384766
epoch time: 64.2567214966s, input_fired_time: 1.1788655519, output_fired_time: 0.0000000000, propagate_forward_time: 61.2516479492, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8262062073
validation[          , genome 18360] predictions:    9841/  10000 (98.41%), best:    9840/10000 (98.40%), error:       546.70953, best error:       495.88477 on epoch:    10, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 624.0813598633s, input_fired_time: 9.5707473755, output_fired_time: 9.4241085052, propagate_forward_time: 234.1585235596, propagate_backward_time: 360.5153198242, weight_update_time: 1.2151952982, other_time: 10.4126586914
epoch time: 47.5048141479s, input_fired_time: 0.9880522490, output_fired_time: 0.0000000000, propagate_forward_time: 44.7588043213, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7579574585
validation[          , genome 18360] predictions:    9841/  10000 (98.41%), best:    9841/10000 (98.41%), error:       485.85223, best error:       485.85223 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 647.6217651367s, input_fired_time: 9.7352561951, output_fired_time: 9.7603244781, propagate_forward_time: 243.6690063477, propagate_backward_time: 374.3038940430, weight_update_time: 1.2257256508, other_time: 10.1533203125
epoch time: 44.5346717834s, input_fired_time: 0.9295975566, output_fired_time: 0.0000000000, propagate_forward_time: 41.9388542175, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6662216187
validation[          , genome 18360] predictions:    9827/  10000 (98.27%), best:    9841/10000 (98.41%), error:       507.79083, best error:       485.85223 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 631.1148681641s, input_fired_time: 9.5666131973, output_fired_time: 9.4864835739, propagate_forward_time: 237.3686523438, propagate_backward_time: 364.6360473633, weight_update_time: 1.2097264528, other_time: 10.0570678711
epoch time: 51.9373130798s, input_fired_time: 1.0352097750, output_fired_time: 0.0000000000, propagate_forward_time: 49.1736564636, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7284469604
validation[          , genome 18360] predictions:    9856/  10000 (98.56%), best:    9856/10000 (98.56%), error:       465.59048, best error:       465.59048 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 695.2901000977s, input_fired_time: 10.1917333603, output_fired_time: 10.5414829254, propagate_forward_time: 262.1534118652, propagate_backward_time: 402.0821838379, weight_update_time: 1.2655960321, other_time: 10.3212890625
epoch time: 58.7281341553s, input_fired_time: 1.1172543764, output_fired_time: 0.0000000000, propagate_forward_time: 55.8823013306, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7285766602
validation[          , genome 18360] predictions:    9805/  10000 (98.05%), best:    9856/10000 (98.56%), error:       611.32587, best error:       465.59048 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 660.7015380859s, input_fired_time: 9.8606634140, output_fired_time: 9.9863538742, propagate_forward_time: 248.7211151123, propagate_backward_time: 381.9346923828, weight_update_time: 1.2358254194, other_time: 10.1987304688
epoch time: 54.0364265442s, input_fired_time: 1.0579295158, output_fired_time: 0.0000000000, propagate_forward_time: 51.2697296143, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7087669373
validation[          , genome 18360] predictions:    9812/  10000 (98.12%), best:    9856/10000 (98.56%), error:       556.94360, best error:       465.59048 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 706.4710083008s, input_fired_time: 10.2820816040, output_fired_time: 10.7293958664, propagate_forward_time: 266.1929931641, propagate_backward_time: 408.9797363281, weight_update_time: 1.2729430199, other_time: 10.2868041992
epoch time: 48.8170394897s, input_fired_time: 0.9931859374, output_fired_time: 0.0000000000, propagate_forward_time: 46.1387901306, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6850624084
validation[          , genome 18360] predictions:    9848/  10000 (98.48%), best:    9856/10000 (98.56%), error:       492.28629, best error:       465.59048 on epoch:    19, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 669.9280395508s, input_fired_time: 9.9169797897, output_fired_time: 10.1134853363, propagate_forward_time: 251.4642333984, propagate_backward_time: 388.2589111328, weight_update_time: 1.2424544096, other_time: 10.1744384766
epoch time: 61.3769760132s, input_fired_time: 1.1644566059, output_fired_time: 0.0000000000, propagate_forward_time: 58.4019203186, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8106002808
validation[          , genome 18360] predictions:    9848/  10000 (98.48%), best:    9856/10000 (98.56%), error:       503.13339, best error:       465.59048 on epoch:    19, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 771.6156005859s, input_fired_time: 10.9550333023, output_fired_time: 11.8637647629, propagate_forward_time: 291.2290344238, propagate_backward_time: 446.7902832031, weight_update_time: 1.3459413052, other_time: 10.7774963379
epoch time: 64.4864807129s, input_fired_time: 1.1854894161, output_fired_time: 0.0000000000, propagate_forward_time: 61.5024566650, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7985343933
validation[          , genome 18360] predictions:    9867/  10000 (98.67%), best:    9867/10000 (98.67%), error:       417.15314, best error:       417.15314 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 781.2979125977s, input_fired_time: 11.0415639877, output_fired_time: 12.0182924271, propagate_forward_time: 294.7432556152, propagate_backward_time: 452.7415161133, weight_update_time: 1.3561872244, other_time: 10.7532653809
epoch time: 60.2522850037s, input_fired_time: 1.1437779665, output_fired_time: 0.0000000000, propagate_forward_time: 57.3131141663, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7953910828
validation[          , genome 18360] predictions:    9816/  10000 (98.16%), best:    9867/10000 (98.67%), error:       584.44043, best error:       417.15314 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 791.4866943359s, input_fired_time: 11.1604194641, output_fired_time: 12.1810827255, propagate_forward_time: 299.3571472168, propagate_backward_time: 457.9893798828, weight_update_time: 1.3638319969, other_time: 10.7986755371
epoch time: 60.8139305115s, input_fired_time: 1.1435581446, output_fired_time: 0.0000000000, propagate_forward_time: 57.8843498230, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7860221863
validation[          , genome 18360] predictions:    9850/  10000 (98.50%), best:    9867/10000 (98.67%), error:       444.66724, best error:       417.15314 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 721.7087402344s, input_fired_time: 10.4834508896, output_fired_time: 11.0332689285, propagate_forward_time: 271.8371887207, propagate_backward_time: 417.7928466797, weight_update_time: 1.3024997711, other_time: 10.5619812012
epoch time: 58.0238151550s, input_fired_time: 1.1182123423, output_fired_time: 0.0000000000, propagate_forward_time: 55.1335868835, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7720146179
validation[          , genome 18360] predictions:    9852/  10000 (98.52%), best:    9867/10000 (98.67%), error:       466.48056, best error:       417.15314 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 578.8640747070s, input_fired_time: 9.1691884995, output_fired_time: 8.6721868515, propagate_forward_time: 216.4392395020, propagate_backward_time: 334.3731079102, weight_update_time: 1.1740689278, other_time: 10.2103576660
epoch time: 64.1594772339s, input_fired_time: 1.1939599514, output_fired_time: 0.0000000000, propagate_forward_time: 61.1821136475, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7834053040
validation[          , genome 18360] predictions:    9859/  10000 (98.59%), best:    9867/10000 (98.67%), error:       482.13672, best error:       417.15314 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 789.4929809570s, input_fired_time: 11.0919389725, output_fired_time: 12.1269569397, propagate_forward_time: 298.3782043457, propagate_backward_time: 457.2169799805, weight_update_time: 1.3566088676, other_time: 10.6789245605
epoch time: 60.9205551147s, input_fired_time: 1.1398028135, output_fired_time: 0.0000000000, propagate_forward_time: 58.0508880615, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7298660278
validation[          , genome 18360] predictions:    9866/  10000 (98.66%), best:    9867/10000 (98.67%), error:       443.48618, best error:       417.15314 on epoch:    24, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 759.5202636719s, input_fired_time: 10.7881393433, output_fired_time: 11.5929002762, propagate_forward_time: 286.5063171387, propagate_backward_time: 440.1587829590, weight_update_time: 1.3240170479, other_time: 10.4741210938
epoch time: 59.1722488403s, input_fired_time: 1.1248583794, output_fired_time: 0.0000000000, propagate_forward_time: 56.2459220886, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8014678955
validation[          , genome 18360] predictions:    9861/  10000 (98.61%), best:    9867/10000 (98.67%), error:       445.00162, best error:       417.15314 on epoch:    24, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 681.8897094727s, input_fired_time: 10.0799407959, output_fired_time: 10.3287496567, propagate_forward_time: 256.8638610840, propagate_backward_time: 394.3145751953, weight_update_time: 1.2563409805, other_time: 10.3025817871
epoch time: 63.9885368347s, input_fired_time: 1.1867824793, output_fired_time: 0.0000000000, propagate_forward_time: 61.0155029297, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7862510681
validation[          , genome 18360] predictions:    9839/  10000 (98.39%), best:    9867/10000 (98.67%), error:       486.56113, best error:       417.15314 on epoch:    24, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 777.2164916992s, input_fired_time: 11.0065860748, output_fired_time: 11.9184999466, propagate_forward_time: 292.7886047363, propagate_backward_time: 450.7215576172, weight_update_time: 1.3449354172, other_time: 10.7812194824
epoch time: 63.1248092651s, input_fired_time: 1.1773909330, output_fired_time: 0.0000000000, propagate_forward_time: 60.1266479492, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8207702637
validation[          , genome 18360] predictions:    9853/  10000 (98.53%), best:    9867/10000 (98.67%), error:       455.53781, best error:       417.15314 on epoch:    24, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 627.5767211914s, input_fired_time: 9.5608482361, output_fired_time: 9.4165210724, propagate_forward_time: 234.9784545898, propagate_backward_time: 363.4973144531, weight_update_time: 1.2070837021, other_time: 10.1235961914
epoch time: 53.2859306335s, input_fired_time: 1.0685060024, output_fired_time: 0.0000000000, propagate_forward_time: 50.5027275085, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7146987915
validation[          , genome 18360] predictions:    9867/  10000 (98.67%), best:    9867/10000 (98.67%), error:       414.80301, best error:       414.80301 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 724.4753417969s, input_fired_time: 10.5079879761, output_fired_time: 11.0368614197, propagate_forward_time: 272.7412414551, propagate_backward_time: 419.7453002930, weight_update_time: 1.2939842939, other_time: 10.4439392090
epoch time: 55.5772933960s, input_fired_time: 1.0809402466, output_fired_time: 0.0000000000, propagate_forward_time: 52.7757720947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7205810547
validation[          , genome 18360] predictions:    9862/  10000 (98.62%), best:    9867/10000 (98.67%), error:       445.92651, best error:       414.80301 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 645.0874023438s, input_fired_time: 9.8009805679, output_fired_time: 9.6958599091, propagate_forward_time: 242.1881408691, propagate_backward_time: 373.0383911133, weight_update_time: 1.2269911766, other_time: 10.3640441895
epoch time: 49.5469017029s, input_fired_time: 1.0137622356, output_fired_time: 0.0000000000, propagate_forward_time: 46.7788925171, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7542457581
validation[          , genome 18360] predictions:    9872/  10000 (98.72%), best:    9867/10000 (98.67%), error:       424.49405, best error:       414.80301 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 552.1679077148s, input_fired_time: 8.8949260712, output_fired_time: 8.1809949875, propagate_forward_time: 205.3458557129, propagate_backward_time: 319.7938232422, weight_update_time: 1.1390573978, other_time: 9.9523620605
epoch time: 54.0341033936s, input_fired_time: 1.0710227489, output_fired_time: 0.0000000000, propagate_forward_time: 51.2422294617, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7208518982
validation[          , genome 18360] predictions:    9855/  10000 (98.55%), best:    9867/10000 (98.67%), error:       457.65302, best error:       414.80301 on epoch:    33, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 670.4737548828s, input_fired_time: 10.0282497406, output_fired_time: 10.1330728531, propagate_forward_time: 251.5685424805, propagate_backward_time: 388.3325195312, weight_update_time: 1.2511508465, other_time: 10.4113769531
epoch time: 42.7311744690s, input_fired_time: 0.9253492355, output_fired_time: 0.0000000000, propagate_forward_time: 40.0717582703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7340660095
validation[          , genome 18360] predictions:    9833/  10000 (98.33%), best:    9867/10000 (98.67%), error:       553.71063, best error:       414.80301 on epoch:    33, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 644.1301269531s, input_fired_time: 9.7673072815, output_fired_time: 9.6952981949, propagate_forward_time: 241.2807312012, propagate_backward_time: 373.0997009277, weight_update_time: 1.2255856991, other_time: 10.2870483398
epoch time: 64.1295318604s, input_fired_time: 1.1997350454, output_fired_time: 0.0000000000, propagate_forward_time: 61.0908012390, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8389968872
validation[          , genome 18360] predictions:    9855/  10000 (98.55%), best:    9867/10000 (98.67%), error:       436.56683, best error:       414.80301 on epoch:    33, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 642.2556762695s, input_fired_time: 9.7536678314, output_fired_time: 9.6560888290, propagate_forward_time: 240.7727355957, propagate_backward_time: 371.7392883301, weight_update_time: 1.2288957834, other_time: 10.3339233398
epoch time: 37.9374275208s, input_fired_time: 0.8604520559, output_fired_time: 0.0000000000, propagate_forward_time: 35.4280128479, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6489639282
validation[          , genome 18360] predictions:    9849/  10000 (98.49%), best:    9867/10000 (98.67%), error:       474.08118, best error:       414.80301 on epoch:    33, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 724.6878662109s, input_fired_time: 10.5375614166, output_fired_time: 11.0431051254, propagate_forward_time: 272.5914001465, propagate_backward_time: 419.9446105957, weight_update_time: 1.2983633280, other_time: 10.5712280273
epoch time: 41.3152503967s, input_fired_time: 0.9064017534, output_fired_time: 0.0000000000, propagate_forward_time: 38.7404403687, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6684074402
validation[          , genome 18360] predictions:    9842/  10000 (98.42%), best:    9867/10000 (98.67%), error:       507.45114, best error:       414.80301 on epoch:    33, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 679.3102416992s, input_fired_time: 10.0922784805, output_fired_time: 10.2888822556, propagate_forward_time: 254.5997009277, propagate_backward_time: 393.8602905273, weight_update_time: 1.2574664354, other_time: 10.4690856934
epoch time: 63.9135017395s, input_fired_time: 1.2002536058, output_fired_time: 0.0000000000, propagate_forward_time: 60.9267158508, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7865333557
validation[          , genome 18360] predictions:    9858/  10000 (98.58%), best:    9867/10000 (98.67%), error:       448.00668, best error:       414.80301 on epoch:    33, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 732.4442138672s, input_fired_time: 10.5590400696, output_fired_time: 11.1213665009, propagate_forward_time: 275.8554687500, propagate_backward_time: 424.4635925293, weight_update_time: 1.3012273312, other_time: 10.4447937012
epoch time: 63.8805274963s, input_fired_time: 1.1919372082, output_fired_time: 0.0000000000, propagate_forward_time: 60.9092254639, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7793655396
validation[          , genome 18360] predictions:    9871/  10000 (98.71%), best:    9867/10000 (98.67%), error:       420.13269, best error:       414.80301 on epoch:    33, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 734.9503173828s, input_fired_time: 10.5855655670, output_fired_time: 11.1912441254, propagate_forward_time: 275.9235534668, propagate_backward_time: 426.7295227051, weight_update_time: 1.3042148352, other_time: 10.5204467773
epoch time: 46.9353294373s, input_fired_time: 0.9766371846, output_fired_time: 0.0000000000, propagate_forward_time: 44.2631111145, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6955795288
validation[          , genome 18360] predictions:    9882/  10000 (98.82%), best:    9882/10000 (98.82%), error:       397.31613, best error:       397.31613 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 658.7219848633s, input_fired_time: 9.8928108215, output_fired_time: 9.9345827103, propagate_forward_time: 246.2163848877, propagate_backward_time: 382.3265991211, weight_update_time: 1.2370365858, other_time: 10.3516235352
epoch time: 51.1531143188s, input_fired_time: 1.0443326235, output_fired_time: 0.0000000000, propagate_forward_time: 48.3452377319, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7635421753
validation[          , genome 18360] predictions:    9862/  10000 (98.62%), best:    9882/10000 (98.82%), error:       445.44897, best error:       397.31613 on epoch:    43, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 735.0464477539s, input_fired_time: 10.6434736252, output_fired_time: 11.2251958847, propagate_forward_time: 276.3588562012, propagate_backward_time: 426.1521911621, weight_update_time: 1.3110654354, other_time: 10.6666870117
epoch time: 62.2061462402s, input_fired_time: 1.1815456152, output_fired_time: 0.0000000000, propagate_forward_time: 59.1968688965, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8277320862
validation[          , genome 18360] predictions:    9873/  10000 (98.73%), best:    9873/10000 (98.73%), error:       387.02002, best error:       387.02002 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 673.3898925781s, input_fired_time: 10.0395097733, output_fired_time: 10.1416921616, propagate_forward_time: 251.9600372314, propagate_backward_time: 390.8610534668, weight_update_time: 1.2485911846, other_time: 10.3876647949
epoch time: 64.3092651367s, input_fired_time: 1.2093569040, output_fired_time: 0.0000000000, propagate_forward_time: 61.2929420471, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8069648743
validation[          , genome 18360] predictions:    9878/  10000 (98.78%), best:    9873/10000 (98.73%), error:       397.43451, best error:       387.02002 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 607.7764892578s, input_fired_time: 9.4828424454, output_fired_time: 9.0918664932, propagate_forward_time: 226.8399963379, propagate_backward_time: 351.9879760742, weight_update_time: 1.1977351904, other_time: 10.3738098145
epoch time: 44.0559921265s, input_fired_time: 0.9611530304, output_fired_time: 0.0000000000, propagate_forward_time: 41.3594284058, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7354125977
validation[          , genome 18360] predictions:    9856/  10000 (98.56%), best:    9873/10000 (98.73%), error:       456.53018, best error:       387.02002 on epoch:    45, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 583.5493164062s, input_fired_time: 9.2798843384, output_fired_time: 8.7055950165, propagate_forward_time: 217.6687316895, propagate_backward_time: 337.5644531250, weight_update_time: 1.1774393320, other_time: 10.3306579590
epoch time: 64.5780410767s, input_fired_time: 1.2042622566, output_fired_time: 0.0000000000, propagate_forward_time: 61.5778121948, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7959671021
validation[          , genome 18360] predictions:    9871/  10000 (98.71%), best:    9873/10000 (98.73%), error:       401.01575, best error:       387.02002 on epoch:    45, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 727.9481201172s, input_fired_time: 10.5520172119, output_fired_time: 11.0575780869, propagate_forward_time: 273.7387390137, propagate_backward_time: 422.0459594727, weight_update_time: 1.2990911007, other_time: 10.5538635254
epoch time: 62.7189788818s, input_fired_time: 1.1818375587, output_fired_time: 0.0000000000, propagate_forward_time: 59.7747421265, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7623977661
validation[          , genome 18360] predictions:    9860/  10000 (98.60%), best:    9873/10000 (98.73%), error:       456.23041, best error:       387.02002 on epoch:    45, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 700.2488403320s, input_fired_time: 10.3310823441, output_fired_time: 10.6336469650, propagate_forward_time: 262.6288452148, propagate_backward_time: 406.0888671875, weight_update_time: 1.2741191387, other_time: 10.5664062500
epoch time: 55.6634788513s, input_fired_time: 1.0950286388, output_fired_time: 0.0000000000, propagate_forward_time: 52.7499008179, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8185501099
validation[          , genome 18360] predictions:    9869/  10000 (98.69%), best:    9873/10000 (98.73%), error:       428.68695, best error:       387.02002 on epoch:    45, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 679.9174804688s, input_fired_time: 10.1601266861, output_fired_time: 10.3015031815, propagate_forward_time: 254.7502441406, propagate_backward_time: 394.1002502441, weight_update_time: 1.2605708838, other_time: 10.6053161621
epoch time: 63.5501594543s, input_fired_time: 1.1980323792, output_fired_time: 0.0000000000, propagate_forward_time: 60.5602188110, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7919082642
validation[          , genome 18360] predictions:    9867/  10000 (98.67%), best:    9873/10000 (98.73%), error:       416.27850, best error:       387.02002 on epoch:    45, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 664.4683837891s, input_fired_time: 9.9211626053, output_fired_time: 10.0172672272, propagate_forward_time: 248.4660797119, propagate_backward_time: 385.7847900391, weight_update_time: 1.2416025400, other_time: 10.2791137695
epoch time: 62.5905609131s, input_fired_time: 1.1754766703, output_fired_time: 0.0000000000, propagate_forward_time: 59.6443252563, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7707595825
validation[          , genome 18360] predictions:    9874/  10000 (98.74%), best:    9873/10000 (98.73%), error:       397.00238, best error:       387.02002 on epoch:    45, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 760.6160888672s, input_fired_time: 10.8505229950, output_fired_time: 11.5899982452, propagate_forward_time: 286.5415649414, propagate_backward_time: 441.0581665039, weight_update_time: 1.3261379004, other_time: 10.5758056641
epoch time: 55.3057479858s, input_fired_time: 1.0874899626, output_fired_time: 0.0000000000, propagate_forward_time: 52.5031661987, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7150917053
validation[          , genome 18360] predictions:    9878/  10000 (98.78%), best:    9878/10000 (98.78%), error:       377.94934, best error:       377.94934 on epoch:    53, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 704.4260253906s, input_fired_time: 10.3135585785, output_fired_time: 10.6606769562, propagate_forward_time: 264.4754638672, propagate_backward_time: 408.6210327148, weight_update_time: 1.2759722471, other_time: 10.3552856445
epoch time: 43.4042587280s, input_fired_time: 0.9478026032, output_fired_time: 0.0000000000, propagate_forward_time: 40.7050361633, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7514190674
validation[          , genome 18360] predictions:    9868/  10000 (98.68%), best:    9878/10000 (98.78%), error:       402.31042, best error:       377.94934 on epoch:    53, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 572.1668701172s, input_fired_time: 9.1665439606, output_fired_time: 8.5329227448, propagate_forward_time: 212.8943176270, propagate_backward_time: 331.2754516602, weight_update_time: 1.1647229195, other_time: 10.2976379395
epoch time: 47.4858207703s, input_fired_time: 0.9984099269, output_fired_time: 0.0000000000, propagate_forward_time: 44.7322044373, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7552070618
validation[          , genome 18360] predictions:    9866/  10000 (98.66%), best:    9878/10000 (98.78%), error:       398.32407, best error:       377.94934 on epoch:    53, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 586.6799926758s, input_fired_time: 9.2950639725, output_fired_time: 8.7506217957, propagate_forward_time: 218.5265502930, propagate_backward_time: 339.7925720215, weight_update_time: 1.1787756681, other_time: 10.3152160645
epoch time: 46.8703651428s, input_fired_time: 0.9863532186, output_fired_time: 0.0000000000, propagate_forward_time: 44.1991958618, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6848144531
validation[          , genome 18360] predictions:    9883/  10000 (98.83%), best:    9878/10000 (98.78%), error:       381.07123, best error:       377.94934 on epoch:    53, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 675.7196655273s, input_fired_time: 10.0352220535, output_fired_time: 10.1547546387, propagate_forward_time: 252.8916168213, propagate_backward_time: 392.3905029297, weight_update_time: 1.2450606823, other_time: 10.2475585938
epoch time: 47.4496955872s, input_fired_time: 0.9951727986, output_fired_time: 0.0000000000, propagate_forward_time: 44.7717971802, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6827239990
validation[          , genome 18360] predictions:    9892/  10000 (98.92%), best:    9892/10000 (98.92%), error:       352.24503, best error:       352.24503 on epoch:    57, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 672.7768554688s, input_fired_time: 10.0720739365, output_fired_time: 10.1042804718, propagate_forward_time: 252.3171539307, propagate_backward_time: 389.9372863770, weight_update_time: 1.2481758595, other_time: 10.3460388184
epoch time: 62.5513114929s, input_fired_time: 1.1906430721, output_fired_time: 0.0000000000, propagate_forward_time: 59.5513153076, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8093528748
validation[          , genome 18360] predictions:    9890/  10000 (98.90%), best:    9892/10000 (98.92%), error:       361.31342, best error:       352.24503 on epoch:    57, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 666.5203247070s, input_fired_time: 9.9999856949, output_fired_time: 10.0231962204, propagate_forward_time: 249.8435058594, propagate_backward_time: 386.3097534180, weight_update_time: 1.2420746088, other_time: 10.3438720703
epoch time: 57.1022682190s, input_fired_time: 1.1168681383, output_fired_time: 0.0000000000, propagate_forward_time: 54.2546424866, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7307586670
validation[          , genome 18360] predictions:    9877/  10000 (98.77%), best:    9892/10000 (98.92%), error:       386.67194, best error:       352.24503 on epoch:    57, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 755.8434448242s, input_fired_time: 10.8186187744, output_fired_time: 11.5019140244, propagate_forward_time: 283.8605041504, propagate_backward_time: 439.1208190918, weight_update_time: 1.3211652040, other_time: 10.5416259766
epoch time: 49.5500526428s, input_fired_time: 1.0198866129, output_fired_time: 0.0000000000, propagate_forward_time: 46.8016204834, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7285461426
validation[          , genome 18360] predictions:    9870/  10000 (98.70%), best:    9892/10000 (98.92%), error:       396.43121, best error:       352.24503 on epoch:    57, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 597.1912841797s, input_fired_time: 9.3468723297, output_fired_time: 8.8884162903, propagate_forward_time: 222.7897644043, propagate_backward_time: 346.0325317383, weight_update_time: 1.1833257675, other_time: 10.1336975098
epoch time: 38.5846176147s, input_fired_time: 0.8799497485, output_fired_time: 0.0000000000, propagate_forward_time: 36.0376968384, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6669692993
validation[          , genome 18360] predictions:    9852/  10000 (98.52%), best:    9892/10000 (98.92%), error:       445.21124, best error:       352.24503 on epoch:    57, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 607.6426391602s, input_fired_time: 9.4228572845, output_fired_time: 9.0385074615, propagate_forward_time: 226.7154846191, propagate_backward_time: 352.4113464355, weight_update_time: 1.1878511906, other_time: 10.0544433594
epoch time: 63.3627815247s, input_fired_time: 1.1968494654, output_fired_time: 0.0000000000, propagate_forward_time: 60.3734359741, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7924957275
validation[          , genome 18360] predictions:    9886/  10000 (98.86%), best:    9892/10000 (98.92%), error:       391.96985, best error:       352.24503 on epoch:    57, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 607.8601684570s, input_fired_time: 9.4450139999, output_fired_time: 9.0504913330, propagate_forward_time: 226.5794677734, propagate_backward_time: 352.6543579102, weight_update_time: 1.1880276203, other_time: 10.1308593750
epoch time: 38.8962821960s, input_fired_time: 0.8799512982, output_fired_time: 0.0000000000, propagate_forward_time: 36.3894844055, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6268463135
validation[          , genome 18360] predictions:    9886/  10000 (98.86%), best:    9892/10000 (98.92%), error:       362.00131, best error:       352.24503 on epoch:    57, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 688.2774658203s, input_fired_time: 10.1704969406, output_fired_time: 10.3688135147, propagate_forward_time: 258.0038452148, propagate_backward_time: 399.4708251953, weight_update_time: 1.2564464808, other_time: 10.2634887695
epoch time: 39.7264137268s, input_fired_time: 0.9031500816, output_fired_time: 0.0000000000, propagate_forward_time: 37.1065597534, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7167053223
validation[          , genome 18360] predictions:    9878/  10000 (98.78%), best:    9892/10000 (98.92%), error:       385.22916, best error:       352.24503 on epoch:    57, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 592.3214721680s, input_fired_time: 9.3324975967, output_fired_time: 8.8216600418, propagate_forward_time: 220.2602081299, propagate_backward_time: 343.6372985840, weight_update_time: 1.1840735674, other_time: 10.2698059082
epoch time: 41.3823165894s, input_fired_time: 0.9212298393, output_fired_time: 0.0000000000, propagate_forward_time: 38.7354660034, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7256202698
validation[          , genome 18360] predictions:    9864/  10000 (98.64%), best:    9892/10000 (98.92%), error:       393.72733, best error:       352.24503 on epoch:    57, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 687.8663330078s, input_fired_time: 10.2023611069, output_fired_time: 10.4100627899, propagate_forward_time: 257.0980529785, propagate_backward_time: 399.6983032227, weight_update_time: 1.2647277117, other_time: 10.4576110840
epoch time: 58.6612739563s, input_fired_time: 1.1413526535, output_fired_time: 0.0000000000, propagate_forward_time: 55.7402153015, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7797050476
validation[          , genome 18360] predictions:    9894/  10000 (98.94%), best:    9892/10000 (98.92%), error:       355.12836, best error:       352.24503 on epoch:    57, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 540.5319824219s, input_fired_time: 8.8864526749, output_fired_time: 7.9655194283, propagate_forward_time: 200.6448669434, propagate_backward_time: 312.9091186523, weight_update_time: 1.1409721375, other_time: 10.1260070801
epoch time: 55.9269142151s, input_fired_time: 1.1056480408, output_fired_time: 0.0000000000, propagate_forward_time: 53.0293159485, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7919502258
validation[          , genome 18360] predictions:    9884/  10000 (98.84%), best:    9892/10000 (98.92%), error:       371.31171, best error:       352.24503 on epoch:    57, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 542.5601806641s, input_fired_time: 8.8914127350, output_fired_time: 8.0161285400, propagate_forward_time: 201.3072357178, propagate_backward_time: 314.2370605469, weight_update_time: 1.1417504549, other_time: 10.1083374023
epoch time: 46.1344032288s, input_fired_time: 0.9878075719, output_fired_time: 0.0000000000, propagate_forward_time: 43.3974456787, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7491493225
validation[          , genome 18360] predictions:    9882/  10000 (98.82%), best:    9892/10000 (98.92%), error:       399.80261, best error:       352.24503 on epoch:    57, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 544.9857177734s, input_fired_time: 8.9056444168, output_fired_time: 8.0602445602, propagate_forward_time: 202.4354553223, propagate_backward_time: 315.4851989746, weight_update_time: 1.1433408260, other_time: 10.0991821289
epoch time: 50.4502830505s, input_fired_time: 1.0285321474, output_fired_time: 0.0000000000, propagate_forward_time: 47.7223815918, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6993675232
validation[          , genome 18360] predictions:    9877/  10000 (98.77%), best:    9892/10000 (98.92%), error:       377.80032, best error:       352.24503 on epoch:    57, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 708.9036254883s, input_fired_time: 10.3760147095, output_fired_time: 10.7532949448, propagate_forward_time: 265.6726989746, propagate_backward_time: 411.6729431152, weight_update_time: 1.2813450098, other_time: 10.4286499023
epoch time: 64.3375015259s, input_fired_time: 1.2120128870, output_fired_time: 0.0000000000, propagate_forward_time: 61.2872581482, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8382301331
validation[          , genome 18360] predictions:    9888/  10000 (98.88%), best:    9892/10000 (98.92%), error:       363.81039, best error:       352.24503 on epoch:    57, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 646.1619873047s, input_fired_time: 9.8729286194, output_fired_time: 9.6986484528, propagate_forward_time: 241.6809997559, propagate_backward_time: 374.4725341797, weight_update_time: 1.2328063250, other_time: 10.4368591309
epoch time: 46.8944969177s, input_fired_time: 0.9963993430, output_fired_time: 0.0000000000, propagate_forward_time: 44.1666183472, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7314796448
validation[          , genome 18360] predictions:    9835/  10000 (98.35%), best:    9892/10000 (98.92%), error:       547.23444, best error:       352.24503 on epoch:    57, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 644.4071044922s, input_fired_time: 9.8520650864, output_fired_time: 9.6663017273, propagate_forward_time: 241.2581939697, propagate_backward_time: 373.2760314941, weight_update_time: 1.2265824080, other_time: 10.3545227051
epoch time: 63.4786529541s, input_fired_time: 1.2045794725, output_fired_time: 0.0000000000, propagate_forward_time: 60.4740791321, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7999954224
validation[          , genome 18360] predictions:    9884/  10000 (98.84%), best:    9892/10000 (98.92%), error:       364.25296, best error:       352.24503 on epoch:    57, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 691.8569335938s, input_fired_time: 10.2883596420, output_fired_time: 10.4732103348, propagate_forward_time: 259.2283630371, propagate_backward_time: 401.2521667480, weight_update_time: 1.2738937140, other_time: 10.6148681641
epoch time: 60.7563858032s, input_fired_time: 1.1584455967, output_fired_time: 0.0000000000, propagate_forward_time: 57.8366622925, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7612762451
validation[          , genome 18360] predictions:    9878/  10000 (98.78%), best:    9892/10000 (98.92%), error:       373.76224, best error:       352.24503 on epoch:    57, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 788.2685546875s, input_fired_time: 11.1571655273, output_fired_time: 12.0497159958, propagate_forward_time: 296.7424926758, propagate_backward_time: 457.5209655762, weight_update_time: 1.3581224680, other_time: 10.7981872559
epoch time: 63.6023330688s, input_fired_time: 1.2013978958, output_fired_time: 0.0000000000, propagate_forward_time: 60.5931930542, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8077430725
validation[          , genome 18360] predictions:    9886/  10000 (98.86%), best:    9892/10000 (98.92%), error:       379.98212, best error:       352.24503 on epoch:    57, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 797.3291015625s, input_fired_time: 11.2836990356, output_fired_time: 12.2064056396, propagate_forward_time: 300.3141784668, propagate_backward_time: 462.6631469727, weight_update_time: 1.3646688461, other_time: 10.8616638184
epoch time: 64.1877059937s, input_fired_time: 1.2108823061, output_fired_time: 0.0000000000, propagate_forward_time: 61.1632804871, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8135414124
validation[          , genome 18360] predictions:    9888/  10000 (98.88%), best:    9892/10000 (98.92%), error:       357.05560, best error:       352.24503 on epoch:    57, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 784.0462036133s, input_fired_time: 11.1570329666, output_fired_time: 11.9985399246, propagate_forward_time: 295.0623474121, propagate_backward_time: 454.9691772461, weight_update_time: 1.3561950922, other_time: 10.8591003418
epoch time: 64.5716857910s, input_fired_time: 1.2180030346, output_fired_time: 0.0000000000, propagate_forward_time: 61.5550804138, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7986030579
validation[          , genome 18360] predictions:    9881/  10000 (98.81%), best:    9892/10000 (98.92%), error:       371.99649, best error:       352.24503 on epoch:    57, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 756.9578857422s, input_fired_time: 10.8911800385, output_fired_time: 11.5574607849, propagate_forward_time: 284.6272583008, propagate_backward_time: 439.1296081543, weight_update_time: 1.3306041956, other_time: 10.7524108887
epoch time: 46.9180679321s, input_fired_time: 0.9996909499, output_fired_time: 0.0000000000, propagate_forward_time: 44.1422996521, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7760772705
validation[          , genome 18360] predictions:    9876/  10000 (98.76%), best:    9892/10000 (98.92%), error:       377.02948, best error:       352.24503 on epoch:    57, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 632.6022338867s, input_fired_time: 9.6835680008, output_fired_time: 9.4909086227, propagate_forward_time: 236.0613861084, propagate_backward_time: 367.1114501953, weight_update_time: 1.2158590555, other_time: 10.2548828125
epoch time: 37.8740005493s, input_fired_time: 0.8761910796, output_fired_time: 0.0000000000, propagate_forward_time: 35.3322257996, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6655845642
validation[          , genome 18360] predictions:    9888/  10000 (98.88%), best:    9892/10000 (98.92%), error:       362.12061, best error:       352.24503 on epoch:    57, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 732.7124023438s, input_fired_time: 10.6207780838, output_fired_time: 11.1250534058, propagate_forward_time: 275.1289367676, propagate_backward_time: 425.3180236816, weight_update_time: 1.3007701635, other_time: 10.5195922852
epoch time: 51.7320404053s, input_fired_time: 1.0621129274, output_fired_time: 0.0000000000, propagate_forward_time: 48.8732910156, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7966346741
validation[          , genome 18360] predictions:    9879/  10000 (98.79%), best:    9892/10000 (98.92%), error:       375.33167, best error:       352.24503 on epoch:    57, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 604.7042846680s, input_fired_time: 9.4258203506, output_fired_time: 9.0007095337, propagate_forward_time: 225.0465698242, propagate_backward_time: 351.0046997070, weight_update_time: 1.1878206730, other_time: 10.2264404297
epoch time: 64.1876907349s, input_fired_time: 1.2087482214, output_fired_time: 0.0000000000, propagate_forward_time: 61.2022399902, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7767028809
validation[          , genome 18360] predictions:    9875/  10000 (98.75%), best:    9892/10000 (98.92%), error:       380.98569, best error:       352.24503 on epoch:    57, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 698.6871337891s, input_fired_time: 10.2996139526, output_fired_time: 10.5305337906, propagate_forward_time: 262.3609008789, propagate_backward_time: 405.1502990723, weight_update_time: 1.2646768093, other_time: 10.3457946777
epoch time: 54.6002883911s, input_fired_time: 1.0901935101, output_fired_time: 0.0000000000, propagate_forward_time: 51.7614974976, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7485961914
validation[          , genome 18360] predictions:    9885/  10000 (98.85%), best:    9892/10000 (98.92%), error:       378.22699, best error:       352.24503 on epoch:    57, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 666.6690673828s, input_fired_time: 10.0056838989, output_fired_time: 10.0193290710, propagate_forward_time: 249.3626708984, propagate_backward_time: 386.9661560059, weight_update_time: 1.2420272827, other_time: 10.3152160645
epoch time: 50.7412757874s, input_fired_time: 1.0384409428, output_fired_time: 0.0000000000, propagate_forward_time: 47.9475784302, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7552566528
validation[          , genome 18360] predictions:    9886/  10000 (98.86%), best:    9892/10000 (98.92%), error:       371.15887, best error:       352.24503 on epoch:    57, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 702.1432495117s, input_fired_time: 10.3506307602, output_fired_time: 10.6457910538, propagate_forward_time: 262.9468383789, propagate_backward_time: 407.6854858398, weight_update_time: 1.2740622759, other_time: 10.5144653320
epoch time: 51.3732948303s, input_fired_time: 1.0502769947, output_fired_time: 0.0000000000, propagate_forward_time: 48.6073150635, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7157020569
validation[          , genome 18360] predictions:    9867/  10000 (98.67%), best:    9892/10000 (98.92%), error:       411.68091, best error:       352.24503 on epoch:    57, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 625.2201538086s, input_fired_time: 9.5859289169, output_fired_time: 9.3368644714, propagate_forward_time: 232.7673339844, propagate_backward_time: 363.3910217285, weight_update_time: 1.2008191347, other_time: 10.1390075684
epoch time: 41.7849922180s, input_fired_time: 0.9287114739, output_fired_time: 0.0000000000, propagate_forward_time: 39.1258621216, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7304191589
validation[          , genome 18360] predictions:    9887/  10000 (98.87%), best:    9892/10000 (98.92%), error:       368.86124, best error:       352.24503 on epoch:    57, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 725.7640380859s, input_fired_time: 10.5830602646, output_fired_time: 11.0444459915, propagate_forward_time: 272.4002380371, propagate_backward_time: 421.0722656250, weight_update_time: 1.3011490107, other_time: 10.6640319824
epoch time: 64.2221450806s, input_fired_time: 1.2131454945, output_fired_time: 0.0000000000, propagate_forward_time: 61.2203178406, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7886810303
validation[          , genome 18360] predictions:    9880/  10000 (98.80%), best:    9892/10000 (98.92%), error:       368.61908, best error:       352.24503 on epoch:    57, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 730.8112792969s, input_fired_time: 10.5999784470, output_fired_time: 11.0488615036, propagate_forward_time: 274.7612304688, propagate_backward_time: 423.8718261719, weight_update_time: 1.2985554934, other_time: 10.5293579102
epoch time: 64.1812515259s, input_fired_time: 1.2150423527, output_fired_time: 0.0000000000, propagate_forward_time: 61.1496047974, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8166046143
validation[          , genome 18360] predictions:    9880/  10000 (98.80%), best:    9892/10000 (98.92%), error:       376.15128, best error:       352.24503 on epoch:    57, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 714.6572875977s, input_fired_time: 10.4723577499, output_fired_time: 10.8254251480, propagate_forward_time: 267.9289855957, propagate_backward_time: 414.8299255371, weight_update_time: 1.2849420309, other_time: 10.6005859375
epoch time: 57.3201026917s, input_fired_time: 1.1202343702, output_fired_time: 0.0000000000, propagate_forward_time: 54.4669761658, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7328910828
validation[          , genome 18360] predictions:    9884/  10000 (98.84%), best:    9892/10000 (98.92%), error:       360.25235, best error:       352.24503 on epoch:    57, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 638.6606445312s, input_fired_time: 9.7023534775, output_fired_time: 9.5498609543, propagate_forward_time: 238.1657104492, propagate_backward_time: 371.0124816895, weight_update_time: 1.2146617174, other_time: 10.2302551270
epoch time: 62.7277717590s, input_fired_time: 1.1910803318, output_fired_time: 0.0000000000, propagate_forward_time: 59.7615966797, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7750930786
validation[          , genome 18360] predictions:    9883/  10000 (98.83%), best:    9892/10000 (98.92%), error:       361.75650, best error:       352.24503 on epoch:    57, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 734.8599243164s, input_fired_time: 10.5996561050, output_fired_time: 11.1464195251, propagate_forward_time: 275.7328491211, propagate_backward_time: 426.9600524902, weight_update_time: 1.3015729189, other_time: 10.4209289551
epoch time: 58.1391143799s, input_fired_time: 1.1402697563, output_fired_time: 0.0000000000, propagate_forward_time: 55.1966705322, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8021736145
validation[          , genome 18360] predictions:    9883/  10000 (98.83%), best:    9892/10000 (98.92%), error:       383.84482, best error:       352.24503 on epoch:    57, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 662.1211547852s, input_fired_time: 9.9783515930, output_fired_time: 9.9661226273, propagate_forward_time: 247.6104431152, propagate_backward_time: 384.0911254883, weight_update_time: 1.2437376976, other_time: 10.4751281738
epoch time: 48.6795578003s, input_fired_time: 1.0078303814, output_fired_time: 0.0000000000, propagate_forward_time: 45.9838485718, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6878776550
validation[          , genome 18360] predictions:    9884/  10000 (98.84%), best:    9892/10000 (98.92%), error:       364.54984, best error:       352.24503 on epoch:    57, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 650.6017456055s, input_fired_time: 9.8172636032, output_fired_time: 9.7726259232, propagate_forward_time: 243.1696777344, propagate_backward_time: 377.6589050293, weight_update_time: 1.2217839956, other_time: 10.1832580566
epoch time: 60.0638961792s, input_fired_time: 1.1470957994, output_fired_time: 0.0000000000, propagate_forward_time: 57.1928634644, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7239379883
validation[          , genome 18360] predictions:    9883/  10000 (98.83%), best:    9892/10000 (98.92%), error:       367.21317, best error:       352.24503 on epoch:    57, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 717.0611572266s, input_fired_time: 10.4610481262, output_fired_time: 10.8257789612, propagate_forward_time: 269.0059509277, propagate_backward_time: 416.3596191406, weight_update_time: 1.2834730148, other_time: 10.4087219238
epoch time: 64.7282714844s, input_fired_time: 1.2249737978, output_fired_time: 0.0000000000, propagate_forward_time: 61.6688003540, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8344955444
validation[          , genome 18360] predictions:    9892/  10000 (98.92%), best:    9892/10000 (98.92%), error:       371.49692, best error:       352.24503 on epoch:    57, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 719.4669799805s, input_fired_time: 10.4918756485, output_fired_time: 10.8844347000, propagate_forward_time: 270.2528076172, propagate_backward_time: 417.3675231934, weight_update_time: 1.2881906033, other_time: 10.4703063965
epoch time: 53.5410995483s, input_fired_time: 1.0761960745, output_fired_time: 0.0000000000, propagate_forward_time: 50.7402725220, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7246322632
validation[          , genome 18360] predictions:    9884/  10000 (98.84%), best:    9892/10000 (98.92%), error:       372.75101, best error:       352.24503 on epoch:    57, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 649.6350097656s, input_fired_time: 9.8466644287, output_fired_time: 9.7435483932, propagate_forward_time: 243.0066528320, propagate_backward_time: 376.7995605469, weight_update_time: 1.2257319689, other_time: 10.2385864258
epoch time: 64.1998367310s, input_fired_time: 1.2176430225, output_fired_time: 0.0000000000, propagate_forward_time: 61.1579666138, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8242263794
validation[          , genome 18360] predictions:    9879/  10000 (98.79%), best:    9892/10000 (98.92%), error:       368.33881, best error:       352.24503 on epoch:    57, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 649.2524414062s, input_fired_time: 9.8457612991, output_fired_time: 9.7066688538, propagate_forward_time: 242.9266510010, propagate_backward_time: 376.5186157227, weight_update_time: 1.2247232199, other_time: 10.2547607422
epoch time: 39.3627586365s, input_fired_time: 0.8970705271, output_fired_time: 0.0000000000, propagate_forward_time: 36.7954101562, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6702766418
validation[          , genome 18360] predictions:    9882/  10000 (98.82%), best:    9892/10000 (98.92%), error:       366.61859, best error:       352.24503 on epoch:    57, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 656.3972778320s, input_fired_time: 9.9200105667, output_fired_time: 9.8737363815, propagate_forward_time: 245.2203063965, propagate_backward_time: 380.9708862305, weight_update_time: 1.2341001034, other_time: 10.4123840332
epoch time: 44.6696205139s, input_fired_time: 0.9711875319, output_fired_time: 0.0000000000, propagate_forward_time: 41.9414367676, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7569961548
validation[          , genome 18360] predictions:    9881/  10000 (98.81%), best:    9892/10000 (98.92%), error:       382.86755, best error:       352.24503 on epoch:    57, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 701.4769287109s, input_fired_time: 10.3652334213, output_fired_time: 10.6277685165, propagate_forward_time: 262.4674987793, propagate_backward_time: 407.4177856445, weight_update_time: 1.2747075558, other_time: 10.5986633301
epoch time: 47.2786102295s, input_fired_time: 1.0056661367, output_fired_time: 0.0000000000, propagate_forward_time: 44.4950180054, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7779273987
validation[          , genome 18360] predictions:    9880/  10000 (98.80%), best:    9892/10000 (98.92%), error:       380.45584, best error:       352.24503 on epoch:    57, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 617.7579956055s, input_fired_time: 9.6085777283, output_fired_time: 9.2618598938, propagate_forward_time: 230.2695617676, propagate_backward_time: 358.1268310547, weight_update_time: 1.2063412666, other_time: 10.4911804199
epoch time: 54.5687446594s, input_fired_time: 1.0929027796, output_fired_time: 0.0000000000, propagate_forward_time: 51.6918792725, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7839622498
validation[          , genome 18360] predictions:    9878/  10000 (98.78%), best:    9892/10000 (98.92%), error:       380.57513, best error:       352.24503 on epoch:    57, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 772.8989868164s, input_fired_time: 11.0192356110, output_fired_time: 11.7939424515, propagate_forward_time: 290.5485229492, propagate_backward_time: 448.8093261719, weight_update_time: 1.3359864950, other_time: 10.7279663086
epoch time: 62.3303871155s, input_fired_time: 1.1879969835, output_fired_time: 0.0000000000, propagate_forward_time: 59.3637466431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7786445618
validation[          , genome 18360] predictions:    9883/  10000 (98.83%), best:    9892/10000 (98.92%), error:       370.67392, best error:       352.24503 on epoch:    57, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 567.8580322266s, input_fired_time: 9.0516147614, output_fired_time: 8.3876504898, propagate_forward_time: 210.3848266602, propagate_backward_time: 330.0236816406, weight_update_time: 1.1511470079, other_time: 10.0102539062
epoch time: 63.8286743164s, input_fired_time: 1.2078721523, output_fired_time: 0.0000000000, propagate_forward_time: 60.8115768433, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8092269897
validation[          , genome 18360] predictions:    9884/  10000 (98.84%), best:    9892/10000 (98.92%), error:       381.98853, best error:       352.24503 on epoch:    57, epoch:  100/100, mu: 0.9870989323, learning_rate: 0.0000740065, weight_decay: 0.0000029603

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 281.8298339844s, input_fired_time: 5.6379179955, output_fired_time: 0.0000000000, propagate_forward_time: 267.1992492676, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 8.9926757812
best training[          , genome 18360] predictions:   49992/  50000 (99.98%), best:    9892/10000 (98.92%), error:       177.77908, best error:       352.24503 on epoch:    57, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 63.9159889221s, input_fired_time: 1.1966286898, output_fired_time: 0.0000000000, propagate_forward_time: 60.9192810059, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8000793457
   testing[          , genome 18360] predictions:    9907/  10000 (99.07%), best:    9892/10000 (98.92%), error:       286.02325, best error:       352.24503 on epoch:    57, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
19:28:15 (14954): called boinc_finish(0)

</stderr_txt>
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